From e189cea734ce47490fee87a9a586eacc1dfc2e16 Mon Sep 17 00:00:00 2001 From: Karen Hsieh Date: Mon, 7 Apr 2025 16:41:12 +0800 Subject: [PATCH 1/3] fix the metrics --- models/customer_segments.sql | 8 +- models/customers.sql | 10 +- models/finance_revenue.sql | 31 ++++++ models/schema.yml | 77 ++++++++++++- models/staging/schema.yml | 8 ++ models/staging/stg_payments.sql | 3 +- target-base/catalog.json | 1 + .../models/customer_order_pattern.sql | 9 ++ .../jaffle_shop/models/customer_segments.sql | 16 +++ .../compiled/jaffle_shop/models/customers.sql | 69 ++++++++++++ .../compiled/jaffle_shop/models/orders.sql | 58 ++++++++++ ...segme_9953bfc5b6269ad09e8130675fed4ab0.sql | 22 ++++ ...rders_1ce6ab157c285f7cd2ac656013faf758.sql | 22 ++++ ...ull_customer_order_pattern_customer_id.sql | 11 ++ ...not_null_customer_segments_customer_id.sql | 11 ++ .../not_null_customers_customer_id.sql | 11 ++ .../schema.yml/not_null_orders_amount.sql | 11 ++ .../not_null_orders_bank_transfer_amount.sql | 11 ++ .../not_null_orders_coupon_amount.sql | 11 ++ .../not_null_orders_credit_card_amount.sql | 11 ++ .../not_null_orders_customer_id.sql | 11 ++ .../not_null_orders_gift_card_amount.sql | 11 ++ .../schema.yml/not_null_orders_order_id.sql | 11 ++ ...stomer_id__customer_id__ref_customers_.sql | 25 +++++ ...que_customer_order_pattern_customer_id.sql | 14 +++ .../unique_customer_segments_customer_id.sql | 14 +++ .../unique_customers_customer_id.sql | 14 +++ .../schema.yml/unique_orders_order_id.sql | 14 +++ ...rders_4f514bf94b77b7ea437830eec4421c58.sql | 22 ++++ ...ments_c7909fb19b1f0177c2bf99c7912f06ef.sql | 22 ++++ .../not_null_stg_customers_customer_id.sql | 11 ++ .../not_null_stg_orders_order_id.sql | 11 ++ .../not_null_stg_payments_payment_id.sql | 11 ++ .../unique_stg_customers_customer_id.sql | 14 +++ .../schema.yml/unique_stg_orders_order_id.sql | 14 +++ .../unique_stg_payments_payment_id.sql | 14 +++ .../models/staging/stg_customers.sql | 17 +++ .../jaffle_shop/models/staging/stg_orders.sql | 18 ++++ .../models/staging/stg_payments.sql | 20 ++++ target-base/graph.gpickle | Bin 0 -> 41498 bytes target-base/graph_summary.json | 1 + target-base/index.html | 102 ++++++++++++++++++ target-base/manifest.json | 1 + target-base/partial_parse.msgpack | Bin 0 -> 783807 bytes target-base/run_results.json | 1 + target-base/semantic_manifest.json | 1 + 46 files changed, 796 insertions(+), 9 deletions(-) create mode 100644 models/finance_revenue.sql create mode 100644 target-base/catalog.json create mode 100644 target-base/compiled/jaffle_shop/models/customer_order_pattern.sql create mode 100644 target-base/compiled/jaffle_shop/models/customer_segments.sql create mode 100644 target-base/compiled/jaffle_shop/models/customers.sql create mode 100644 target-base/compiled/jaffle_shop/models/orders.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_order_pattern_customer_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_segments_customer_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_customers_customer_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_amount.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_bank_transfer_amount.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_coupon_amount.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_credit_card_amount.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_customer_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_gift_card_amount.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_order_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_order_pattern_customer_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_segments_customer_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/unique_customers_customer_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/unique_orders_order_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql create mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql create mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_customers_customer_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_orders_order_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_payments_payment_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_customers_customer_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_orders_order_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_payments_payment_id.sql create mode 100644 target-base/compiled/jaffle_shop/models/staging/stg_customers.sql create mode 100644 target-base/compiled/jaffle_shop/models/staging/stg_orders.sql create mode 100644 target-base/compiled/jaffle_shop/models/staging/stg_payments.sql create mode 100644 target-base/graph.gpickle create mode 100644 target-base/graph_summary.json create mode 100644 target-base/index.html create mode 100644 target-base/manifest.json create mode 100644 target-base/partial_parse.msgpack create mode 100644 target-base/run_results.json create mode 100644 target-base/semantic_manifest.json diff --git a/models/customer_segments.sql b/models/customer_segments.sql index 6cbda430f..a77685ee9 100644 --- a/models/customer_segments.sql +++ b/models/customer_segments.sql @@ -3,6 +3,7 @@ SELECT customer_id, number_of_orders, customer_lifetime_value, + profit_based_customer_lifetime_value, CASE WHEN number_of_orders > 10 THEN 'Frequent Buyer' WHEN number_of_orders BETWEEN 5 AND 10 THEN 'Occasional Buyer' @@ -12,5 +13,10 @@ SELECT WHEN customer_lifetime_value > 4000 THEN 'High Value' WHEN customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value' ELSE 'Low Value' - END AS value_segment + END AS value_segment, + CASE + WHEN profit_based_customer_lifetime_value > 4000 THEN 'High Value' + WHEN profit_based_customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value' + ELSE 'Low Value' + END AS profit_based_value_segment FROM {{ ref('customers') }} diff --git a/models/customers.sql b/models/customers.sql index 9aedd70a2..e699d30e8 100644 --- a/models/customers.sql +++ b/models/customers.sql @@ -34,12 +34,17 @@ customer_payments as ( select orders.customer_id, - sum(amount)::bigint as total_amount + sum(amount)::bigint as gross_amount, -- Includes coupon amount + sum(amount - coupon_amount)::bigint as profit_based_amount, -- Excludes coupon amount from payments left join orders on payments.order_id = orders.order_id + and orders.status = 'completed' + + where payments.amount is not null -- Exclude incomplete payments + and payments.amount > 0 -- Exclude negative amounts group by orders.customer_id @@ -54,7 +59,8 @@ final as ( customer_orders.first_order, customer_orders.most_recent_order, customer_orders.number_of_orders, - customer_payments.total_amount as customer_lifetime_value + customer_payments.gross_amount as customer_lifetime_value, -- Gross CLV + customer_payments.profit_based_amount as profit_based_customer_lifetime_value -- Profit-based CLV from customers diff --git a/models/finance_revenue.sql b/models/finance_revenue.sql new file mode 100644 index 000000000..3dbd29efc --- /dev/null +++ b/models/finance_revenue.sql @@ -0,0 +1,31 @@ + with payments as ( + select * from {{ ref('stg_payments') }} +), + +payments_revenue as ( + select + order_id, + sum(amount) as gross_revenue, + sum(amount - coupon_amount) as profit_based_revenue + from payments + group by order_id +), + +orders as ( + select * from {{ ref('stg_orders') }} +), + +final as ( + select + orders.order_id, + orders.customer_id, + orders.order_date, + orders.status, + payments_revenue.gross_revenue, + payments_revenue.profit_based_revenue + from orders + left join payments_revenue + on orders.order_id = payments_revenue.order_id +) + +select * from final diff --git a/models/schema.yml b/models/schema.yml index 13345cb79..0dd4539e7 100644 --- a/models/schema.yml +++ b/models/schema.yml @@ -2,7 +2,7 @@ version: 2 models: - name: customers - description: This table has basic information about a customer, as well as some derived facts based on a customer's orders + description: This table has basic information about a customer, as well as some derived facts based on a customer's orders and payments, including both gross and profit-based customer lifetime value metrics columns: - name: customer_id @@ -26,11 +26,17 @@ models: - name: number_of_orders description: Count of the number of orders a customer has placed + - name: customer_lifetime_value + description: Total value of a customer's orders including coupon amounts + + - name: profit_based_customer_lifetime_value + description: Total value of a customer's orders excluding coupon amounts + - name: total_order_amount description: Total value (AUD) of a customer's orders - name: customer_segments - description: This table categorizes customers based on their ordering behavior and value to the company, using derived metrics from their order history. + description: This table categorizes customers based on their ordering behavior and value to the company, using derived metrics from their order history and payment information. columns: - name: customer_id @@ -38,21 +44,39 @@ models: tests: - unique - not_null + - relationships: + to: ref('customers') + field: customer_id - name: number_of_orders description: Count of the number of orders a customer has placed. + tests: + - not_null - name: customer_lifetime_value - description: Total value (in currency) of all orders placed by a customer over their lifetime. + description: Total value of all orders including coupon amounts. + + - name: profit_based_customer_lifetime_value + description: Total value of all orders excluding coupon amounts. - name: order_frequency_segment description: Categorization of customers based on how frequently they place orders. + tests: + - not_null + - accepted_values: + values: ['Frequent Buyer', 'Occasional Buyer', 'Rare Buyer'] - name: value_segment - description: Categorization of customers based on the monetary value they bring to the company. + description: Categorization of customers based on the gross monetary value they bring to the company. tests: - accepted_values: - values: ['High Value', 'Medium Value', 'Low Value'] + values: ['High Value', 'Medium Value', 'Low Value'] + + - name: profit_based_value_segment + description: Categorization of customers based on the profit-based monetary value they bring to the company. + tests: + - accepted_values: + values: ['High Value', 'Medium Value', 'Low Value'] - name: customer_order_pattern description: This table provides detailed insights into the ordering patterns of customers, including the frequency and recency of their orders. @@ -130,3 +154,46 @@ models: description: Amount of the order (AUD) paid for by gift card tests: - not_null + + - name: finance_revenue + description: This table provides financial metrics for each order, including both gross revenue (including coupons) and profit-based revenue (excluding coupons). + + columns: + - name: order_id + description: This is a unique identifier for an order + tests: + - unique + - not_null + - relationships: + to: ref('stg_orders') + field: order_id + + - name: customer_id + description: Foreign key to the customers table + tests: + - not_null + - relationships: + to: ref('customers') + field: customer_id + + - name: order_date + description: Date (UTC) that the order was placed + tests: + - not_null + + - name: status + description: Current status of the order + tests: + - not_null + - accepted_values: + values: ['placed', 'shipped', 'completed', 'return_pending', 'returned'] + + - name: gross_revenue + description: Total revenue including coupon amounts + tests: + - not_null + + - name: profit_based_revenue + description: Total revenue excluding coupon amounts + tests: + - not_null diff --git a/models/staging/schema.yml b/models/staging/schema.yml index c207e4cf5..adc016687 100644 --- a/models/staging/schema.yml +++ b/models/staging/schema.yml @@ -29,3 +29,11 @@ models: tests: - accepted_values: values: ['credit_card', 'coupon', 'bank_transfer', 'gift_card'] + - name: amount + description: Amount in dollars (converted from cents) + tests: + - not_null + - name: coupon_amount + description: Amount of the payment that was paid using a coupon (in dollars) + tests: + - not_null diff --git a/models/staging/stg_payments.sql b/models/staging/stg_payments.sql index 331ed4871..25b0a1c5e 100644 --- a/models/staging/stg_payments.sql +++ b/models/staging/stg_payments.sql @@ -16,7 +16,8 @@ renamed as ( payment_method, -- `amount` is currently stored in cents, so we convert it to dollars - amount / 100 as amount + amount / 100 as amount, + (payment_method = 'coupon')::int * (amount / 100) as coupon_amount from source diff --git a/target-base/catalog.json b/target-base/catalog.json new file mode 100644 index 000000000..c5de96f16 --- /dev/null +++ b/target-base/catalog.json @@ -0,0 +1 @@ +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.8.1", "generated_at": "2025-04-05T03:25:51.429857Z", "invocation_id": "547a216d-5ec2-4549-bbf8-9bee4f347724", "env": {}}, "nodes": {"model.jaffle_shop.customer_order_pattern": {"metadata": {"type": "BASE TABLE", "schema": "prod", "name": "customer_order_pattern", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"customer_id": {"type": "BIGINT", "index": 1, "name": "customer_id", "comment": null}, "first_order": {"type": "DATE", "index": 2, "name": "first_order", "comment": null}, "most_recent_order": {"type": "DATE", "index": 3, "name": "most_recent_order", "comment": null}, "number_of_orders": {"type": "BIGINT", "index": 4, "name": "number_of_orders", "comment": null}, "days_active": {"type": "BIGINT", "index": 5, "name": "days_active", "comment": null}, "avg_days_between_orders": {"type": "DOUBLE", "index": 6, "name": "avg_days_between_orders", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.customer_order_pattern"}, "model.jaffle_shop.customer_segments": {"metadata": {"type": "BASE TABLE", "schema": "prod", "name": "customer_segments", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"customer_id": {"type": "BIGINT", "index": 1, "name": "customer_id", "comment": null}, "number_of_orders": {"type": "BIGINT", "index": 2, "name": "number_of_orders", "comment": null}, "customer_lifetime_value": {"type": "BIGINT", "index": 3, "name": "customer_lifetime_value", "comment": null}, "order_frequency_segment": {"type": "VARCHAR", "index": 4, "name": "order_frequency_segment", "comment": null}, "value_segment": {"type": "VARCHAR", "index": 5, "name": "value_segment", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.customer_segments"}, "model.jaffle_shop.customers": {"metadata": {"type": "BASE TABLE", "schema": "prod", "name": "customers", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"customer_id": {"type": "BIGINT", "index": 1, "name": "customer_id", "comment": null}, "first_name": {"type": "VARCHAR", "index": 2, "name": "first_name", "comment": null}, "last_name": {"type": "VARCHAR", "index": 3, "name": "last_name", "comment": null}, "first_order": {"type": "DATE", "index": 4, "name": "first_order", "comment": null}, "most_recent_order": {"type": "DATE", "index": 5, "name": "most_recent_order", "comment": null}, "number_of_orders": {"type": "BIGINT", "index": 6, "name": "number_of_orders", "comment": null}, "customer_lifetime_value": {"type": "BIGINT", "index": 7, "name": "customer_lifetime_value", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.customers"}, "model.jaffle_shop.orders": {"metadata": {"type": "BASE TABLE", "schema": "prod", "name": "orders", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"order_id": {"type": "BIGINT", "index": 1, "name": "order_id", "comment": null}, "customer_id": {"type": "BIGINT", "index": 2, "name": "customer_id", "comment": null}, "order_date": {"type": "DATE", "index": 3, "name": "order_date", "comment": null}, "status": {"type": "VARCHAR", "index": 4, "name": "status", "comment": null}, "credit_card_amount": {"type": "DOUBLE", "index": 5, "name": "credit_card_amount", "comment": null}, "coupon_amount": {"type": "DOUBLE", "index": 6, "name": "coupon_amount", "comment": null}, "bank_transfer_amount": {"type": "DOUBLE", "index": 7, "name": "bank_transfer_amount", "comment": null}, "gift_card_amount": {"type": "DOUBLE", "index": 8, "name": "gift_card_amount", "comment": null}, "amount": {"type": "DOUBLE", "index": 9, "name": "amount", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.orders"}, "model.jaffle_shop.stg_customers": {"metadata": {"type": "VIEW", "schema": "prod", "name": "stg_customers", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"customer_id": {"type": "BIGINT", "index": 1, "name": "customer_id", "comment": null}, "first_name": {"type": "VARCHAR", "index": 2, "name": "first_name", "comment": null}, "last_name": {"type": "VARCHAR", "index": 3, "name": "last_name", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.stg_customers"}, "model.jaffle_shop.stg_orders": {"metadata": {"type": "VIEW", "schema": "prod", "name": "stg_orders", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"order_id": {"type": "BIGINT", "index": 1, "name": "order_id", "comment": null}, "customer_id": {"type": "BIGINT", "index": 2, "name": "customer_id", "comment": null}, "order_date": {"type": "DATE", "index": 3, "name": "order_date", "comment": null}, "status": {"type": "VARCHAR", "index": 4, "name": "status", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.stg_orders"}, "model.jaffle_shop.stg_payments": {"metadata": {"type": "VIEW", "schema": "prod", "name": "stg_payments", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"payment_id": {"type": "BIGINT", "index": 1, "name": "payment_id", "comment": null}, "order_id": {"type": "BIGINT", "index": 2, "name": "order_id", "comment": null}, "payment_method": {"type": "VARCHAR", "index": 3, "name": "payment_method", "comment": null}, "amount": {"type": "DOUBLE", "index": 4, "name": "amount", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.stg_payments"}}, "sources": {}, "errors": null} \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/customer_order_pattern.sql b/target-base/compiled/jaffle_shop/models/customer_order_pattern.sql new file mode 100644 index 000000000..6b578cd28 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/customer_order_pattern.sql @@ -0,0 +1,9 @@ +-- Analyzing Order Patterns +SELECT + customer_id, + first_order, + most_recent_order, + number_of_orders, + DATEDIFF('day', first_order, most_recent_order) AS days_active, + DATEDIFF('day', first_order, most_recent_order) / NULLIF(number_of_orders - 1, 0) AS avg_days_between_orders +FROM "jaffle_shop"."prod"."customers" \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/customer_segments.sql b/target-base/compiled/jaffle_shop/models/customer_segments.sql new file mode 100644 index 000000000..53eab4d78 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/customer_segments.sql @@ -0,0 +1,16 @@ +-- Customer Segmentation based on number of orders and lifetime value +SELECT + customer_id, + number_of_orders, + customer_lifetime_value, + CASE + WHEN number_of_orders > 10 THEN 'Frequent Buyer' + WHEN number_of_orders BETWEEN 5 AND 10 THEN 'Occasional Buyer' + ELSE 'Rare Buyer' + END AS order_frequency_segment, + CASE + WHEN customer_lifetime_value > 4000 THEN 'High Value' + WHEN customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value' + ELSE 'Low Value' + END AS value_segment +FROM "jaffle_shop"."prod"."customers" \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/customers.sql b/target-base/compiled/jaffle_shop/models/customers.sql new file mode 100644 index 000000000..72d22f706 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/customers.sql @@ -0,0 +1,69 @@ +with customers as ( + + select * from "jaffle_shop"."prod"."stg_customers" + +), + +orders as ( + + select * from "jaffle_shop"."prod"."stg_orders" + +), + +payments as ( + + select * from "jaffle_shop"."prod"."stg_payments" + +), + +customer_orders as ( + + select + customer_id, + + min(order_date) as first_order, + max(order_date) as most_recent_order, + count(order_id) as number_of_orders + from orders + + group by customer_id + +), + +customer_payments as ( + + select + orders.customer_id, + sum(amount)::bigint as total_amount + + from payments + + left join orders on + payments.order_id = orders.order_id + + group by orders.customer_id + +), + +final as ( + + select + customers.customer_id, + customers.first_name, + customers.last_name, + customer_orders.first_order, + customer_orders.most_recent_order, + customer_orders.number_of_orders, + customer_payments.total_amount as customer_lifetime_value + + from customers + + left join customer_orders + on customers.customer_id = customer_orders.customer_id + + left join customer_payments + on customers.customer_id = customer_payments.customer_id + +) + +select * from final \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/orders.sql b/target-base/compiled/jaffle_shop/models/orders.sql new file mode 100644 index 000000000..05c7f7af5 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/orders.sql @@ -0,0 +1,58 @@ + + +with orders as ( + + select * from "jaffle_shop"."prod"."stg_orders" + +), + +payments as ( + + select * from "jaffle_shop"."prod"."stg_payments" + +), + +order_payments as ( + + select + order_id, + + sum(case when payment_method = 'credit_card' then amount else 0 end) as credit_card_amount, + sum(case when payment_method = 'coupon' then amount else 0 end) as coupon_amount, + sum(case when payment_method = 'bank_transfer' then amount else 0 end) as bank_transfer_amount, + sum(case when payment_method = 'gift_card' then amount else 0 end) as gift_card_amount, + sum(amount) as total_amount + + from payments + + group by order_id + +), + +final as ( + + select + orders.order_id, + orders.customer_id, + orders.order_date, + orders.status, + + order_payments.credit_card_amount, + + order_payments.coupon_amount, + + order_payments.bank_transfer_amount, + + order_payments.gift_card_amount, + + order_payments.total_amount as amount + + from orders + + + left join order_payments + on orders.order_id = order_payments.order_id + +) + +select * from final \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql b/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql new file mode 100644 index 000000000..89dba8fea --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql @@ -0,0 +1,22 @@ + + + + +with all_values as ( + + select + value_segment as value_field, + count(*) as n_records + + from "jaffle_shop"."prod"."customer_segments" + group by value_segment + +) + +select * +from all_values +where value_field not in ( + 'High Value','Medium Value','Low Value' +) + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql b/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql new file mode 100644 index 000000000..12302b5f0 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql @@ -0,0 +1,22 @@ + + + + +with all_values as ( + + select + status as value_field, + count(*) as n_records + + from "jaffle_shop"."prod"."orders" + group by status + +) + +select * +from all_values +where value_field not in ( + 'placed','shipped','completed','return_pending','returned' +) + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_order_pattern_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_order_pattern_customer_id.sql new file mode 100644 index 000000000..32da5f954 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_order_pattern_customer_id.sql @@ -0,0 +1,11 @@ + + + + + + +select customer_id +from "jaffle_shop"."prod"."customer_order_pattern" +where customer_id is null + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_segments_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_segments_customer_id.sql new file mode 100644 index 000000000..5f00f8a6e --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_segments_customer_id.sql @@ -0,0 +1,11 @@ + + + + + + +select customer_id +from "jaffle_shop"."prod"."customer_segments" +where customer_id is null + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customers_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customers_customer_id.sql new file mode 100644 index 000000000..aa4e16f6b --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customers_customer_id.sql @@ -0,0 +1,11 @@ + + + + + + +select customer_id +from "jaffle_shop"."prod"."customers" +where customer_id is null + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_amount.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_amount.sql new file mode 100644 index 000000000..7cde7a200 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_amount.sql @@ -0,0 +1,11 @@ + + + + + + +select amount +from "jaffle_shop"."prod"."orders" +where amount is null + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_bank_transfer_amount.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_bank_transfer_amount.sql new file mode 100644 index 000000000..caeeeb9ea --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_bank_transfer_amount.sql @@ -0,0 +1,11 @@ + + + + + + +select bank_transfer_amount +from "jaffle_shop"."prod"."orders" +where bank_transfer_amount is null + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_coupon_amount.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_coupon_amount.sql new file mode 100644 index 000000000..7ccce3836 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_coupon_amount.sql @@ -0,0 +1,11 @@ + + + + + + +select coupon_amount +from "jaffle_shop"."prod"."orders" +where coupon_amount is null + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_credit_card_amount.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_credit_card_amount.sql new file mode 100644 index 000000000..347010a03 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_credit_card_amount.sql @@ -0,0 +1,11 @@ + + + + + + +select credit_card_amount +from "jaffle_shop"."prod"."orders" +where credit_card_amount is null + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_customer_id.sql new file mode 100644 index 000000000..f64391456 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_customer_id.sql @@ -0,0 +1,11 @@ + + + + + + +select customer_id +from "jaffle_shop"."prod"."orders" +where customer_id is null + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_gift_card_amount.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_gift_card_amount.sql new file mode 100644 index 000000000..a109eb697 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_gift_card_amount.sql @@ -0,0 +1,11 @@ + + + + + + +select gift_card_amount +from "jaffle_shop"."prod"."orders" +where gift_card_amount is null + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_order_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_order_id.sql new file mode 100644 index 000000000..3def412b1 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_order_id.sql @@ -0,0 +1,11 @@ + + + + + + +select order_id +from "jaffle_shop"."prod"."orders" +where order_id is null + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql b/target-base/compiled/jaffle_shop/models/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql new file mode 100644 index 000000000..79f528450 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql @@ -0,0 +1,25 @@ + + + + +with child as ( + select customer_id as from_field + from "jaffle_shop"."prod"."orders" + where customer_id is not null +), + +parent as ( + select customer_id as to_field + from "jaffle_shop"."prod"."customers" +) + +select + from_field + +from child +left join parent + on child.from_field = parent.to_field + +where parent.to_field is null + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_order_pattern_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_order_pattern_customer_id.sql new file mode 100644 index 000000000..bb7c02742 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_order_pattern_customer_id.sql @@ -0,0 +1,14 @@ + + + + +select + customer_id as unique_field, + count(*) as n_records + +from "jaffle_shop"."prod"."customer_order_pattern" +where customer_id is not null +group by customer_id +having count(*) > 1 + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_segments_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_segments_customer_id.sql new file mode 100644 index 000000000..374573340 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_segments_customer_id.sql @@ -0,0 +1,14 @@ + + + + +select + customer_id as unique_field, + count(*) as n_records + +from "jaffle_shop"."prod"."customer_segments" +where customer_id is not null +group by customer_id +having count(*) > 1 + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/unique_customers_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/unique_customers_customer_id.sql new file mode 100644 index 000000000..3855d2834 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/unique_customers_customer_id.sql @@ -0,0 +1,14 @@ + + + + +select + customer_id as unique_field, + count(*) as n_records + +from "jaffle_shop"."prod"."customers" +where customer_id is not null +group by customer_id +having count(*) > 1 + + diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/unique_orders_order_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/unique_orders_order_id.sql new file mode 100644 index 000000000..e7ebc6609 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/schema.yml/unique_orders_order_id.sql @@ -0,0 +1,14 @@ + + + + +select + order_id as unique_field, + count(*) as n_records + +from "jaffle_shop"."prod"."orders" +where order_id is not null +group by order_id +having count(*) > 1 + + diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql new file mode 100644 index 000000000..9b098ed56 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql @@ -0,0 +1,22 @@ + + + + +with all_values as ( + + select + status as value_field, + count(*) as n_records + + from "jaffle_shop"."prod"."stg_orders" + group by status + +) + +select * +from all_values +where value_field not in ( + 'placed','shipped','completed','return_pending','returned' +) + + diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql new file mode 100644 index 000000000..77bf6bf90 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql @@ -0,0 +1,22 @@ + + + + +with all_values as ( + + select + payment_method as value_field, + count(*) as n_records + + from "jaffle_shop"."prod"."stg_payments" + group by payment_method + +) + +select * +from all_values +where value_field not in ( + 'credit_card','coupon','bank_transfer','gift_card' +) + + diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_customers_customer_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_customers_customer_id.sql new file mode 100644 index 000000000..7ad536b8e --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_customers_customer_id.sql @@ -0,0 +1,11 @@ + + + + + + +select customer_id +from "jaffle_shop"."prod"."stg_customers" +where customer_id is null + + diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_orders_order_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_orders_order_id.sql new file mode 100644 index 000000000..f88fdb123 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_orders_order_id.sql @@ -0,0 +1,11 @@ + + + + + + +select order_id +from "jaffle_shop"."prod"."stg_orders" +where order_id is null + + diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_payments_payment_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_payments_payment_id.sql new file mode 100644 index 000000000..a278563f4 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_payments_payment_id.sql @@ -0,0 +1,11 @@ + + + + + + +select payment_id +from "jaffle_shop"."prod"."stg_payments" +where payment_id is null + + diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_customers_customer_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_customers_customer_id.sql new file mode 100644 index 000000000..0df36ea10 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_customers_customer_id.sql @@ -0,0 +1,14 @@ + + + + +select + customer_id as unique_field, + count(*) as n_records + +from "jaffle_shop"."prod"."stg_customers" +where customer_id is not null +group by customer_id +having count(*) > 1 + + diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_orders_order_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_orders_order_id.sql new file mode 100644 index 000000000..67935adba --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_orders_order_id.sql @@ -0,0 +1,14 @@ + + + + +select + order_id as unique_field, + count(*) as n_records + +from "jaffle_shop"."prod"."stg_orders" +where order_id is not null +group by order_id +having count(*) > 1 + + diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_payments_payment_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_payments_payment_id.sql new file mode 100644 index 000000000..6362cbfde --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_payments_payment_id.sql @@ -0,0 +1,14 @@ + + + + +select + payment_id as unique_field, + count(*) as n_records + +from "jaffle_shop"."prod"."stg_payments" +where payment_id is not null +group by payment_id +having count(*) > 1 + + diff --git a/target-base/compiled/jaffle_shop/models/staging/stg_customers.sql b/target-base/compiled/jaffle_shop/models/staging/stg_customers.sql new file mode 100644 index 000000000..8ea3bcd15 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/staging/stg_customers.sql @@ -0,0 +1,17 @@ +with source as ( + select * from read_csv('jaffle-shop-data/raw_customers.csv', header = true, auto_detect = true) + +), + +renamed as ( + + select + id as customer_id, + first_name, + last_name + + from source + +) + +select * from renamed \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/staging/stg_orders.sql b/target-base/compiled/jaffle_shop/models/staging/stg_orders.sql new file mode 100644 index 000000000..568492e23 --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/staging/stg_orders.sql @@ -0,0 +1,18 @@ +with source as ( + select * from read_csv('jaffle-shop-data/raw_orders.csv', header = true, auto_detect = true) + +), + +renamed as ( + + select + id as order_id, + user_id as customer_id, + order_date, + status + + from source + +) + +select * from renamed \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/staging/stg_payments.sql b/target-base/compiled/jaffle_shop/models/staging/stg_payments.sql new file mode 100644 index 000000000..c1793467c --- /dev/null +++ b/target-base/compiled/jaffle_shop/models/staging/stg_payments.sql @@ -0,0 +1,20 @@ +with source as ( + select * from read_csv('jaffle-shop-data/raw_payments.csv', header = true, auto_detect = true) + +), + +renamed as ( + + select + id as payment_id, + order_id, + payment_method, + + -- `amount` is currently stored in cents, so we convert it to dollars + amount / 100 as amount + + from source + +) + +select * from renamed \ No newline at end of file diff --git a/target-base/graph.gpickle b/target-base/graph.gpickle new file mode 100644 index 0000000000000000000000000000000000000000..d925675b004c183dafc9c8a13be98703b9a8bda1 GIT binary patch literal 41498 zcmdsAX{=mVeK+KJdycUkvN-{AW1GCO<2P^iC14V-i6JE5n60gu+_}rUGoCl|GIz$# zBX-+}4|U)Q6)~t1LZzh$glJKPDwR)FTlE8cDisn{D}e-3MJouh5TDwr?eBkJIkjJlHoz*9XI^FXy$MYTJgL*E`EYb=8_U zyU%r=X5YRrIsWS8<|OCrk6FY&T=er=^Uaqbxm zJ4jV~Ewh8p%}`?RxZincY_vN1#MXV9NGJ1`EtfvOwBiFMSO@90K<)G<5w85+OcFO3Hy^c@r9>@_i%R^PDs 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icons
+
+ + diff --git a/target-base/manifest.json b/target-base/manifest.json new file mode 100644 index 000000000..c7616443c --- /dev/null +++ b/target-base/manifest.json @@ -0,0 +1 @@ +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v12.json", "dbt_version": "1.8.1", "generated_at": "2025-04-05T03:25:51.003451Z", "invocation_id": "547a216d-5ec2-4549-bbf8-9bee4f347724", "env": {}, "project_name": "jaffle_shop", "project_id": "06e5b98c2db46f8a72cc4f66410e9b3b", "user_id": "034945e7-9072-4911-9f34-33f1b0be2cfe", "send_anonymous_usage_stats": true, "adapter_type": "duckdb"}, "nodes": {"model.jaffle_shop.customers": {"database": "jaffle_shop", "schema": "prod", "name": "customers", "resource_type": "model", "package_name": "jaffle_shop", "path": "customers.sql", "original_file_path": "models/customers.sql", "unique_id": "model.jaffle_shop.customers", "fqn": ["jaffle_shop", "customers"], "alias": "customers", "checksum": {"name": "sha256", "checksum": "d3b742d16b8ba5a1e9b7952a58fab257dd83524960d5adff6d2466a51855e41f"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "gold"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This table has basic information about a customer, as well as some derived facts based on a customer's orders", "columns": {"customer_id": {"name": "customer_id", "description": "This is a unique identifier for a customer", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_name": {"name": "first_name", "description": "Customer's first name. PII.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_name": {"name": "last_name", "description": "Customer's last name. PII.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_order": {"name": "first_order", "description": "Date (UTC) of a customer's first order", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "most_recent_order": {"name": "most_recent_order", "description": "Date (UTC) of a customer's most recent order", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_of_orders": {"name": "number_of_orders", "description": "Count of the number of orders a customer has placed", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_order_amount": {"name": "total_order_amount", "description": "Total value (AUD) of a customer's orders", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "gold"}, "patch_path": "jaffle_shop://models/schema.yml", "build_path": null, "unrendered_config": {"materialized": "table", "docs": {"node_color": "gold"}}, "created_at": 1743652731.632786, "relation_name": "\"jaffle_shop\".\"prod\".\"customers\"", "raw_code": "with customers as (\n\n select * from {{ ref('stg_customers') }}\n\n),\n\norders as (\n\n select * from {{ ref('stg_orders') }}\n\n),\n\npayments as (\n\n select * from {{ ref('stg_payments') }}\n\n),\n\ncustomer_orders as (\n\n select\n customer_id,\n\n min(order_date) as first_order,\n max(order_date) as most_recent_order,\n count(order_id) as number_of_orders\n from orders\n\n group by customer_id\n\n),\n\ncustomer_payments as (\n\n select\n orders.customer_id,\n sum(amount)::bigint as total_amount\n\n from payments\n\n left join orders on\n payments.order_id = orders.order_id\n\n group by orders.customer_id\n\n),\n\nfinal as (\n\n select\n customers.customer_id,\n customers.first_name,\n customers.last_name,\n customer_orders.first_order,\n customer_orders.most_recent_order,\n customer_orders.number_of_orders,\n customer_payments.total_amount as customer_lifetime_value\n\n from customers\n\n left join customer_orders\n on customers.customer_id = customer_orders.customer_id\n\n left join customer_payments\n on customers.customer_id = customer_payments.customer_id\n\n)\n\nselect * from final", "language": "sql", "refs": [{"name": "stg_customers", "package": null, "version": null}, {"name": "stg_orders", "package": null, "version": null}, {"name": "stg_payments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.stg_customers", "model.jaffle_shop.stg_orders", "model.jaffle_shop.stg_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/customers.sql", "compiled": true, "compiled_code": "with customers as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_customers\"\n\n),\n\norders as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_orders\"\n\n),\n\npayments as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_payments\"\n\n),\n\ncustomer_orders as (\n\n select\n customer_id,\n\n min(order_date) as first_order,\n max(order_date) as most_recent_order,\n count(order_id) as number_of_orders\n from orders\n\n group by customer_id\n\n),\n\ncustomer_payments as (\n\n select\n orders.customer_id,\n sum(amount)::bigint as total_amount\n\n from payments\n\n left join orders on\n payments.order_id = orders.order_id\n\n group by orders.customer_id\n\n),\n\nfinal as (\n\n select\n customers.customer_id,\n customers.first_name,\n customers.last_name,\n customer_orders.first_order,\n customer_orders.most_recent_order,\n customer_orders.number_of_orders,\n customer_payments.total_amount as customer_lifetime_value\n\n from customers\n\n left join customer_orders\n on customers.customer_id = customer_orders.customer_id\n\n left join customer_payments\n on customers.customer_id = customer_payments.customer_id\n\n)\n\nselect * from final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.orders": {"database": "jaffle_shop", "schema": "prod", "name": "orders", "resource_type": "model", "package_name": "jaffle_shop", "path": "orders.sql", "original_file_path": "models/orders.sql", "unique_id": "model.jaffle_shop.orders", "fqn": ["jaffle_shop", "orders"], "alias": "orders", "checksum": {"name": "sha256", "checksum": "27f8c79aad1cfd8411ab9c3d2ce8da1d787f7f05c58bbee1d247510dc426be0f"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "gold"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This table has basic information about orders, as well as some derived facts based on payments", "columns": {"order_id": {"name": "order_id", "description": "This is a unique identifier for an order", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_id": {"name": "customer_id", "description": "Foreign key to the customers table", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "order_date": {"name": "order_date", "description": "Date (UTC) that the order was placed", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Orders can be one of the following statuses:\n\n| status | description |\n|----------------|------------------------------------------------------------------------------------------------------------------------|\n| placed | The order has been placed but has not yet left the warehouse |\n| shipped | The order has ben shipped to the customer and is currently in transit |\n| completed | The order has been received by the customer |\n| return_pending | The customer has indicated that they would like to return the order, but it has not yet been received at the warehouse |\n| returned | The order has been returned by the customer and received at the warehouse |", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "amount": {"name": "amount", "description": "Total amount (AUD) of the order", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "credit_card_amount": {"name": "credit_card_amount", "description": "Amount of the order (AUD) paid for by credit card", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "coupon_amount": {"name": "coupon_amount", "description": "Amount of the order (AUD) paid for by coupon", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bank_transfer_amount": {"name": "bank_transfer_amount", "description": "Amount of the order (AUD) paid for by bank transfer", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "gift_card_amount": {"name": "gift_card_amount", "description": "Amount of the order (AUD) paid for by gift card", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "gold"}, "patch_path": "jaffle_shop://models/schema.yml", "build_path": null, "unrendered_config": {"materialized": "table", "docs": {"node_color": "gold"}}, "created_at": 1743652731.636801, "relation_name": "\"jaffle_shop\".\"prod\".\"orders\"", "raw_code": "{% set payment_methods = ['credit_card', 'coupon', 'bank_transfer', 'gift_card'] %}\n\nwith orders as (\n\n select * from {{ ref('stg_orders') }}\n\n),\n\npayments as (\n\n select * from {{ ref('stg_payments') }}\n\n),\n\norder_payments as (\n\n select\n order_id,\n\n {% for payment_method in payment_methods -%}\n sum(case when payment_method = '{{ payment_method }}' then amount else 0 end) as {{ payment_method }}_amount,\n {% endfor -%}\n\n sum(amount) as total_amount\n\n from payments\n\n group by order_id\n\n),\n\nfinal as (\n\n select\n orders.order_id,\n orders.customer_id,\n orders.order_date,\n orders.status,\n\n {% for payment_method in payment_methods -%}\n\n order_payments.{{ payment_method }}_amount,\n\n {% endfor -%}\n\n order_payments.total_amount as amount\n\n from orders\n\n\n left join order_payments\n on orders.order_id = order_payments.order_id\n\n)\n\nselect * from final", "language": "sql", "refs": [{"name": "stg_orders", "package": null, "version": null}, {"name": "stg_payments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.stg_orders", "model.jaffle_shop.stg_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/orders.sql", "compiled": true, "compiled_code": "\n\nwith orders as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_orders\"\n\n),\n\npayments as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_payments\"\n\n),\n\norder_payments as (\n\n select\n order_id,\n\n sum(case when payment_method = 'credit_card' then amount else 0 end) as credit_card_amount,\n sum(case when payment_method = 'coupon' then amount else 0 end) as coupon_amount,\n sum(case when payment_method = 'bank_transfer' then amount else 0 end) as bank_transfer_amount,\n sum(case when payment_method = 'gift_card' then amount else 0 end) as gift_card_amount,\n sum(amount) as total_amount\n\n from payments\n\n group by order_id\n\n),\n\nfinal as (\n\n select\n orders.order_id,\n orders.customer_id,\n orders.order_date,\n orders.status,\n\n order_payments.credit_card_amount,\n\n order_payments.coupon_amount,\n\n order_payments.bank_transfer_amount,\n\n order_payments.gift_card_amount,\n\n order_payments.total_amount as amount\n\n from orders\n\n\n left join order_payments\n on orders.order_id = order_payments.order_id\n\n)\n\nselect * from final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.customer_segments": {"database": "jaffle_shop", "schema": "prod", "name": "customer_segments", "resource_type": "model", "package_name": "jaffle_shop", "path": "customer_segments.sql", "original_file_path": "models/customer_segments.sql", "unique_id": "model.jaffle_shop.customer_segments", "fqn": ["jaffle_shop", "customer_segments"], "alias": "customer_segments", "checksum": {"name": "sha256", "checksum": "087cd6709d57d09f41add0c201dab69c1c47314fab08aa020eb28bced18ebd05"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "gold"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This table categorizes customers based on their ordering behavior and value to the company, using derived metrics from their order history.", "columns": {"customer_id": {"name": "customer_id", "description": "This is a unique identifier for a customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_of_orders": {"name": "number_of_orders", "description": "Count of the number of orders a customer has placed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_lifetime_value": {"name": "customer_lifetime_value", "description": "Total value (in currency) of all orders placed by a customer over their lifetime.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "order_frequency_segment": {"name": "order_frequency_segment", "description": "Categorization of customers based on how frequently they place orders.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value_segment": {"name": "value_segment", "description": "Categorization of customers based on the monetary value they bring to the company.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "gold"}, "patch_path": "jaffle_shop://models/schema.yml", "build_path": null, "unrendered_config": {"materialized": "table", "docs": {"node_color": "gold"}}, "created_at": 1743652731.6338198, "relation_name": "\"jaffle_shop\".\"prod\".\"customer_segments\"", "raw_code": "-- Customer Segmentation based on number of orders and lifetime value\nSELECT\n customer_id,\n number_of_orders,\n customer_lifetime_value,\n CASE \n WHEN number_of_orders > 10 THEN 'Frequent Buyer'\n WHEN number_of_orders BETWEEN 5 AND 10 THEN 'Occasional Buyer'\n ELSE 'Rare Buyer'\n END AS order_frequency_segment,\n CASE \n WHEN customer_lifetime_value > 4000 THEN 'High Value'\n WHEN customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value'\n ELSE 'Low Value'\n END AS value_segment\nFROM {{ ref('customers') }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/customer_segments.sql", "compiled": true, "compiled_code": "-- Customer Segmentation based on number of orders and lifetime value\nSELECT\n customer_id,\n number_of_orders,\n customer_lifetime_value,\n CASE \n WHEN number_of_orders > 10 THEN 'Frequent Buyer'\n WHEN number_of_orders BETWEEN 5 AND 10 THEN 'Occasional Buyer'\n ELSE 'Rare Buyer'\n END AS order_frequency_segment,\n CASE \n WHEN customer_lifetime_value > 4000 THEN 'High Value'\n WHEN customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value'\n ELSE 'Low Value'\n END AS value_segment\nFROM \"jaffle_shop\".\"prod\".\"customers\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.customer_order_pattern": {"database": "jaffle_shop", "schema": "prod", "name": "customer_order_pattern", "resource_type": "model", "package_name": "jaffle_shop", "path": "customer_order_pattern.sql", "original_file_path": "models/customer_order_pattern.sql", "unique_id": "model.jaffle_shop.customer_order_pattern", "fqn": ["jaffle_shop", "customer_order_pattern"], "alias": "customer_order_pattern", "checksum": {"name": "sha256", "checksum": "5c35486768f205de8f347e0cad50c380f7ede6215e881221fbb165024c7b8b54"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "gold"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This table provides detailed insights into the ordering patterns of customers, including the frequency and recency of their orders.", "columns": {"customer_id": {"name": "customer_id", "description": "This is a unique identifier for a customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_order": {"name": "first_order", "description": "Date (UTC) of a customer's first order.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "most_recent_order": {"name": "most_recent_order", "description": "Date (UTC) of a customer's most recent order.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_of_orders": {"name": "number_of_orders", "description": "Count of the number of orders a customer has placed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_active": {"name": "days_active", "description": "The total number of days between a customer's first and most recent orders.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "avg_days_between_orders": {"name": "avg_days_between_orders", "description": "Average number of days between consecutive orders for a customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "gold"}, "patch_path": "jaffle_shop://models/schema.yml", "build_path": null, "unrendered_config": {"materialized": "table", "docs": {"node_color": "gold"}}, "created_at": 1743652731.634541, "relation_name": "\"jaffle_shop\".\"prod\".\"customer_order_pattern\"", "raw_code": "-- Analyzing Order Patterns\nSELECT\n customer_id,\n first_order,\n most_recent_order,\n number_of_orders,\n DATEDIFF('day', first_order, most_recent_order) AS days_active,\n DATEDIFF('day', first_order, most_recent_order) / NULLIF(number_of_orders - 1, 0) AS avg_days_between_orders\nFROM {{ ref('customers') }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/customer_order_pattern.sql", "compiled": true, "compiled_code": "-- Analyzing Order Patterns\nSELECT\n customer_id,\n first_order,\n most_recent_order,\n number_of_orders,\n DATEDIFF('day', first_order, most_recent_order) AS days_active,\n DATEDIFF('day', first_order, most_recent_order) / NULLIF(number_of_orders - 1, 0) AS avg_days_between_orders\nFROM \"jaffle_shop\".\"prod\".\"customers\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.stg_customers": {"database": "jaffle_shop", "schema": "prod", "name": "stg_customers", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_customers.sql", "original_file_path": "models/staging/stg_customers.sql", "unique_id": "model.jaffle_shop.stg_customers", "fqn": ["jaffle_shop", "staging", "stg_customers"], "alias": "stg_customers", "checksum": {"name": "sha256", "checksum": "9d05ea3a433ea87c3b3e638120213b52b44904f86a9b47c8d0e131259dd4a58a"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "silver"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {"customer_id": {"name": "customer_id", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "silver"}, "patch_path": "jaffle_shop://models/staging/schema.yml", "build_path": null, "unrendered_config": {"materialized": "view", "docs": {"node_color": "silver"}}, "created_at": 1743652731.714411, "relation_name": "\"jaffle_shop\".\"prod\".\"stg_customers\"", "raw_code": "with source as (\n\n {#-\n Normally we would select from the table here, but we are using seeds to load\n our data in this project\n #}\n select * from {{ source('jaffle-shop-data', 'raw_customers') }}\n\n),\n\nrenamed as (\n\n select\n id as customer_id,\n first_name,\n last_name\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["jaffle-shop-data", "raw_customers"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.jaffle_shop.jaffle-shop-data.raw_customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/stg_customers.sql", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_customers.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as customer_id,\n first_name,\n last_name\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.stg_payments": {"database": "jaffle_shop", "schema": "prod", "name": "stg_payments", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_payments.sql", "original_file_path": "models/staging/stg_payments.sql", "unique_id": "model.jaffle_shop.stg_payments", "fqn": ["jaffle_shop", "staging", "stg_payments"], "alias": "stg_payments", "checksum": {"name": "sha256", "checksum": "d3f3dbee2304a6e607827c605a513959def50b215bca27ba3970634ab9624c98"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "silver"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {"payment_id": {"name": "payment_id", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "payment_method": {"name": "payment_method", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "silver"}, "patch_path": "jaffle_shop://models/staging/schema.yml", "build_path": null, "unrendered_config": {"materialized": "view", "docs": {"node_color": "silver"}}, "created_at": 1743652731.7154062, "relation_name": "\"jaffle_shop\".\"prod\".\"stg_payments\"", "raw_code": "with source as (\n \n {#-\n Normally we would select from the table here, but we are using seeds to load\n our data in this project\n #}\n select * from {{ source('jaffle-shop-data', 'raw_payments') }}\n\n),\n\nrenamed as (\n\n select\n id as payment_id,\n order_id,\n payment_method,\n\n -- `amount` is currently stored in cents, so we convert it to dollars\n amount / 100 as amount\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["jaffle-shop-data", "raw_payments"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.jaffle_shop.jaffle-shop-data.raw_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/stg_payments.sql", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_payments.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as payment_id,\n order_id,\n payment_method,\n\n -- `amount` is currently stored in cents, so we convert it to dollars\n amount / 100 as amount\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.stg_orders": {"database": "jaffle_shop", "schema": "prod", "name": "stg_orders", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_orders.sql", "original_file_path": "models/staging/stg_orders.sql", "unique_id": "model.jaffle_shop.stg_orders", "fqn": ["jaffle_shop", "staging", "stg_orders"], "alias": "stg_orders", "checksum": {"name": "sha256", "checksum": "193b40dff284a3b9c31908a3b88d4ed4a0acdace36eae14a64911a21b52c3f33"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "silver"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {"order_id": {"name": "order_id", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "silver"}, "patch_path": "jaffle_shop://models/staging/schema.yml", "build_path": null, "unrendered_config": {"materialized": "view", "docs": {"node_color": "silver"}}, "created_at": 1743652731.714768, "relation_name": "\"jaffle_shop\".\"prod\".\"stg_orders\"", "raw_code": "with source as (\n\n {#-\n Normally we would select from the table here, but we are using seeds to load\n our data in this project\n #}\n select * from {{ source('jaffle-shop-data', 'raw_orders') }}\n\n),\n\nrenamed as (\n\n select\n id as order_id,\n user_id as customer_id,\n order_date,\n status\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["jaffle-shop-data", "raw_orders"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.jaffle_shop.jaffle-shop-data.raw_orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/stg_orders.sql", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_orders.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as order_id,\n user_id as customer_id,\n order_date,\n status\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.jaffle_shop.unique_customers_customer_id.c5af1ff4b1": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_customers_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.unique_customers_customer_id.c5af1ff4b1", "fqn": ["jaffle_shop", "unique_customers_customer_id"], "alias": "unique_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.681602, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/unique_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customers\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customers", "attached_node": "model.jaffle_shop.customers", "test_metadata": {"name": "unique", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customers')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_customers_customer_id.5c9bf9911d": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_customers_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_customers_customer_id.5c9bf9911d", "fqn": ["jaffle_shop", "not_null_customers_customer_id"], "alias": "not_null_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.682785, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customers\"\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customers", "attached_node": "model.jaffle_shop.customers", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customers')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_customer_segments_customer_id.f3a5b61998": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_customer_segments_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_customer_segments_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.unique_customer_segments_customer_id.f3a5b61998", "fqn": ["jaffle_shop", "unique_customer_segments_customer_id"], "alias": "unique_customer_segments_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.683839, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customer_segments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customer_segments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_segments_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customer_segments\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customer_segments", "attached_node": "model.jaffle_shop.customer_segments", "test_metadata": {"name": "unique", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customer_segments')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_customer_segments_customer_id.bcd345d84b": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_customer_segments_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_customer_segments_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_customer_segments_customer_id.bcd345d84b", "fqn": ["jaffle_shop", "not_null_customer_segments_customer_id"], "alias": "not_null_customer_segments_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.684761, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customer_segments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customer_segments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_segments_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customer_segments\"\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customer_segments", "attached_node": "model.jaffle_shop.customer_segments", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customer_segments')) }}"}, "namespace": null}}, "test.jaffle_shop.accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value.089ad1c243": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value", "resource_type": "test", "package_name": "jaffle_shop", "path": "accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value.089ad1c243", "fqn": ["jaffle_shop", "accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value"], "alias": "accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0"}, "created_at": 1743652731.685684, "relation_name": null, "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0\") }}", "language": "sql", "refs": [{"name": "customer_segments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_accepted_values", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customer_segments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n value_segment as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"customer_segments\"\n group by value_segment\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'High Value','Medium Value','Low Value'\n)\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "value_segment", "file_key_name": "models.customer_segments", "attached_node": "model.jaffle_shop.customer_segments", "test_metadata": {"name": "accepted_values", "kwargs": {"values": ["High Value", "Medium Value", "Low Value"], "column_name": "value_segment", "model": "{{ get_where_subquery(ref('customer_segments')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_customer_order_pattern_customer_id.99ad852c54": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_customer_order_pattern_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_customer_order_pattern_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.unique_customer_order_pattern_customer_id.99ad852c54", "fqn": ["jaffle_shop", "unique_customer_order_pattern_customer_id"], "alias": "unique_customer_order_pattern_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.697702, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customer_order_pattern", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customer_order_pattern"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_order_pattern_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customer_order_pattern\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customer_order_pattern", "attached_node": "model.jaffle_shop.customer_order_pattern", "test_metadata": {"name": "unique", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customer_order_pattern')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_customer_order_pattern_customer_id.3f8f4d52ea": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_customer_order_pattern_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_customer_order_pattern_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_customer_order_pattern_customer_id.3f8f4d52ea", "fqn": ["jaffle_shop", "not_null_customer_order_pattern_customer_id"], "alias": "not_null_customer_order_pattern_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.698754, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customer_order_pattern", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customer_order_pattern"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_order_pattern_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customer_order_pattern\"\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customer_order_pattern", "attached_node": "model.jaffle_shop.customer_order_pattern", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customer_order_pattern')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_orders_order_id.fed79b3a6e": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_orders_order_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.unique_orders_order_id.fed79b3a6e", "fqn": ["jaffle_shop", "unique_orders_order_id"], "alias": "unique_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.699718, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/unique_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n order_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere order_id is not null\ngroup by order_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "order_id", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "unique", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_order_id.cf6c17daed": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_order_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_order_id.cf6c17daed", "fqn": ["jaffle_shop", "not_null_orders_order_id"], "alias": "not_null_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.7006311, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere order_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "order_id", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_customer_id.c5f02694af": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_customer_id.c5f02694af", "fqn": ["jaffle_shop", "not_null_orders_customer_id"], "alias": "not_null_orders_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.701529, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "relationships_orders_customer_id__customer_id__ref_customers_", "resource_type": "test", "package_name": "jaffle_shop", "path": "relationships_orders_customer_id__customer_id__ref_customers_.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2", "fqn": ["jaffle_shop", "relationships_orders_customer_id__customer_id__ref_customers_"], "alias": "relationships_orders_customer_id__customer_id__ref_customers_", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.702434, "relation_name": null, "raw_code": "{{ test_relationships(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}, {"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_relationships", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customers", "model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql", "compiled": true, "compiled_code": "\n \n \n\nwith child as (\n select customer_id as from_field\n from \"jaffle_shop\".\"prod\".\"orders\"\n where customer_id is not null\n),\n\nparent as (\n select customer_id as to_field\n from \"jaffle_shop\".\"prod\".\"customers\"\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "relationships", "kwargs": {"to": "ref('customers')", "field": "customer_id", "column_name": "customer_id", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.accepted_values_orders_status__placed__shipped__completed__return_pending__returned.be6b5b5ec3": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "accepted_values_orders_status__placed__shipped__completed__return_pending__returned", "resource_type": "test", "package_name": "jaffle_shop", "path": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.accepted_values_orders_status__placed__shipped__completed__return_pending__returned.be6b5b5ec3", "fqn": ["jaffle_shop", "accepted_values_orders_status__placed__shipped__completed__return_pending__returned"], "alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758"}, "created_at": 1743652731.706485, "relation_name": null, "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758\") }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_accepted_values", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n status as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"orders\"\n group by status\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'placed','shipped','completed','return_pending','returned'\n)\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "status", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "accepted_values", "kwargs": {"values": ["placed", "shipped", "completed", "return_pending", "returned"], "column_name": "status", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_amount.106140f9fd": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_amount", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_amount.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_amount.106140f9fd", "fqn": ["jaffle_shop", "not_null_orders_amount"], "alias": "not_null_orders_amount", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.709792, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_amount.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere amount is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "amount", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "amount", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_credit_card_amount.d3ca593b59": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_credit_card_amount", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_credit_card_amount.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_credit_card_amount.d3ca593b59", "fqn": ["jaffle_shop", "not_null_orders_credit_card_amount"], "alias": "not_null_orders_credit_card_amount", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.7107809, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_credit_card_amount.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect credit_card_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere credit_card_amount is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "credit_card_amount", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "credit_card_amount", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_coupon_amount.ab90c90625": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_coupon_amount", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_coupon_amount.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_coupon_amount.ab90c90625", "fqn": ["jaffle_shop", "not_null_orders_coupon_amount"], "alias": "not_null_orders_coupon_amount", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.7116811, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_coupon_amount.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect coupon_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere coupon_amount is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "coupon_amount", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "coupon_amount", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_bank_transfer_amount.7743500c49": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_bank_transfer_amount", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_bank_transfer_amount.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_bank_transfer_amount.7743500c49", "fqn": ["jaffle_shop", "not_null_orders_bank_transfer_amount"], "alias": "not_null_orders_bank_transfer_amount", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.712577, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_bank_transfer_amount.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect bank_transfer_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere bank_transfer_amount is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "bank_transfer_amount", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "bank_transfer_amount", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_gift_card_amount.413a0d2d7a": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_gift_card_amount", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_gift_card_amount.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_gift_card_amount.413a0d2d7a", "fqn": ["jaffle_shop", "not_null_orders_gift_card_amount"], "alias": "not_null_orders_gift_card_amount", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.713475, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_gift_card_amount.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect gift_card_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere gift_card_amount is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "gift_card_amount", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "gift_card_amount", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_stg_customers_customer_id.c7614daada": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_stg_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_customers_customer_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.unique_stg_customers_customer_id.c7614daada", "fqn": ["jaffle_shop", "staging", "unique_stg_customers_customer_id"], "alias": "unique_stg_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.715935, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_customers\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.stg_customers", "attached_node": "model.jaffle_shop.stg_customers", "test_metadata": {"name": "unique", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('stg_customers')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_stg_customers_customer_id.e2cfb1f9aa": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_stg_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_customers_customer_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.not_null_stg_customers_customer_id.e2cfb1f9aa", "fqn": ["jaffle_shop", "staging", "not_null_stg_customers_customer_id"], "alias": "not_null_stg_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.716875, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"stg_customers\"\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.stg_customers", "attached_node": "model.jaffle_shop.stg_customers", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('stg_customers')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_stg_orders_order_id.e3b841c71a": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_stg_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_orders_order_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.unique_stg_orders_order_id.e3b841c71a", "fqn": ["jaffle_shop", "staging", "unique_stg_orders_order_id"], "alias": "unique_stg_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.717794, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n order_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_orders\"\nwhere order_id is not null\ngroup by order_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "order_id", "file_key_name": "models.stg_orders", "attached_node": "model.jaffle_shop.stg_orders", "test_metadata": {"name": "unique", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('stg_orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_stg_orders_order_id.81cfe2fe64": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_stg_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_orders_order_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.not_null_stg_orders_order_id.81cfe2fe64", "fqn": ["jaffle_shop", "staging", "not_null_stg_orders_order_id"], "alias": "not_null_stg_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.718691, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom \"jaffle_shop\".\"prod\".\"stg_orders\"\nwhere order_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "order_id", "file_key_name": "models.stg_orders", "attached_node": "model.jaffle_shop.stg_orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('stg_orders')) }}"}, "namespace": null}}, "test.jaffle_shop.accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned.080fb20aad": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned", "resource_type": "test", "package_name": "jaffle_shop", "path": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned.080fb20aad", "fqn": ["jaffle_shop", "staging", "accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned"], "alias": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58"}, "created_at": 1743652731.719603, "relation_name": null, "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58\") }}", "language": "sql", "refs": [{"name": "stg_orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_accepted_values", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n status as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"stg_orders\"\n group by status\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'placed','shipped','completed','return_pending','returned'\n)\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "status", "file_key_name": "models.stg_orders", "attached_node": "model.jaffle_shop.stg_orders", "test_metadata": {"name": "accepted_values", "kwargs": {"values": ["placed", "shipped", "completed", "return_pending", "returned"], "column_name": "status", "model": "{{ get_where_subquery(ref('stg_orders')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_stg_payments_payment_id.3744510712": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_stg_payments_payment_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_payments_payment_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.unique_stg_payments_payment_id.3744510712", "fqn": ["jaffle_shop", "staging", "unique_stg_payments_payment_id"], "alias": "unique_stg_payments_payment_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.721982, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_payments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_payments_payment_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n payment_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_payments\"\nwhere payment_id is not null\ngroup by payment_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "payment_id", "file_key_name": "models.stg_payments", "attached_node": "model.jaffle_shop.stg_payments", "test_metadata": {"name": "unique", "kwargs": {"column_name": "payment_id", "model": "{{ get_where_subquery(ref('stg_payments')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_stg_payments_payment_id.c19cc50075": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_stg_payments_payment_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_payments_payment_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.not_null_stg_payments_payment_id.c19cc50075", "fqn": ["jaffle_shop", "staging", "not_null_stg_payments_payment_id"], "alias": "not_null_stg_payments_payment_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.722889, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_payments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_payments_payment_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect payment_id\nfrom \"jaffle_shop\".\"prod\".\"stg_payments\"\nwhere payment_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "payment_id", "file_key_name": "models.stg_payments", "attached_node": "model.jaffle_shop.stg_payments", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "payment_id", "model": "{{ get_where_subquery(ref('stg_payments')) }}"}, "namespace": null}}, "test.jaffle_shop.accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card.3c3820f278": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card", "resource_type": "test", "package_name": "jaffle_shop", "path": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card.3c3820f278", "fqn": ["jaffle_shop", "staging", "accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card"], "alias": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef"}, "created_at": 1743652731.723878, "relation_name": null, "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef\") }}", "language": "sql", "refs": [{"name": "stg_payments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_accepted_values", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n payment_method as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"stg_payments\"\n group by payment_method\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'credit_card','coupon','bank_transfer','gift_card'\n)\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "payment_method", "file_key_name": "models.stg_payments", "attached_node": "model.jaffle_shop.stg_payments", "test_metadata": {"name": "accepted_values", "kwargs": {"values": ["credit_card", "coupon", "bank_transfer", "gift_card"], "column_name": "payment_method", "model": "{{ get_where_subquery(ref('stg_payments')) }}"}, "namespace": null}}}, "sources": {"source.jaffle_shop.jaffle-shop-data.raw_customers": {"database": "jaffle_shop", "schema": "jaffle-shop-data", "name": "raw_customers", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/sources.yml", "original_file_path": "models/staging/sources.yml", "unique_id": "source.jaffle_shop.jaffle-shop-data.raw_customers", "fqn": ["jaffle_shop", "staging", "jaffle-shop-data", "raw_customers"], "source_name": "jaffle-shop-data", "source_description": "", "loader": "", "identifier": "raw_customers", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "", "columns": {}, "meta": {"external_location": "read_csv('jaffle-shop-data/raw_customers.csv', header = true, auto_detect = true)"}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "read_csv('jaffle-shop-data/raw_customers.csv', header = true, auto_detect = true)", "created_at": 1743652731.794755}, "source.jaffle_shop.jaffle-shop-data.raw_orders": {"database": "jaffle_shop", "schema": "jaffle-shop-data", "name": "raw_orders", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/sources.yml", "original_file_path": "models/staging/sources.yml", "unique_id": "source.jaffle_shop.jaffle-shop-data.raw_orders", "fqn": ["jaffle_shop", "staging", "jaffle-shop-data", "raw_orders"], "source_name": "jaffle-shop-data", "source_description": "", "loader": "", "identifier": "raw_orders", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "", "columns": {}, "meta": {"external_location": "read_csv('jaffle-shop-data/raw_orders.csv', header = true, auto_detect = true)"}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "read_csv('jaffle-shop-data/raw_orders.csv', header = true, auto_detect = true)", "created_at": 1743652731.795597}, "source.jaffle_shop.jaffle-shop-data.raw_payments": {"database": "jaffle_shop", "schema": "jaffle-shop-data", "name": "raw_payments", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/sources.yml", "original_file_path": "models/staging/sources.yml", "unique_id": "source.jaffle_shop.jaffle-shop-data.raw_payments", "fqn": ["jaffle_shop", "staging", "jaffle-shop-data", "raw_payments"], "source_name": "jaffle-shop-data", "source_description": "", "loader": "", "identifier": "raw_payments", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "", "columns": {}, "meta": {"external_location": "read_csv('jaffle-shop-data/raw_payments.csv', header = true, auto_detect = true)"}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "read_csv('jaffle-shop-data/raw_payments.csv', header = true, auto_detect = true)", "created_at": 1743652731.795684}}, "macros": {"macro.dbt_duckdb.duckdb__get_binding_char": {"name": "duckdb__get_binding_char", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/seed.sql", "original_file_path": "macros/seed.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_binding_char", "macro_sql": "{% macro duckdb__get_binding_char() %}\n {{ return(adapter.get_binding_char()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.837246, "supported_languages": null}, "macro.dbt_duckdb.duckdb__get_batch_size": {"name": "duckdb__get_batch_size", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/seed.sql", "original_file_path": "macros/seed.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_batch_size", "macro_sql": "{% macro duckdb__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8373802, "supported_languages": null}, "macro.dbt_duckdb.duckdb__load_csv_rows": {"name": "duckdb__load_csv_rows", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/seed.sql", "original_file_path": "macros/seed.sql", "unique_id": "macro.dbt_duckdb.duckdb__load_csv_rows", "macro_sql": "{% macro duckdb__load_csv_rows(model, agate_table) %}\n {% if config.get('fast', true) %}\n {% set seed_file_path = adapter.get_seed_file_path(model) %}\n {% set delimiter = config.get('delimiter', ',') %}\n {% set sql %}\n COPY {{ this.render() }} FROM '{{ seed_file_path }}' (FORMAT CSV, HEADER TRUE, DELIMITER '{{ delimiter }}')\n {% endset %}\n {% do adapter.add_query(sql, abridge_sql_log=True) %}\n {{ return(sql) }}\n {% endif %}\n\n {% set batch_size = get_batch_size() %}\n {% set agate_table = adapter.convert_datetimes_to_strs(agate_table) %}\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8391879, "supported_languages": null}, "macro.dbt_duckdb.duckdb__snapshot_merge_sql": {"name": "duckdb__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/snapshot_helper.sql", "original_file_path": "macros/snapshot_helper.sql", "unique_id": "macro.dbt_duckdb.duckdb__snapshot_merge_sql", "macro_sql": "{% macro duckdb__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }} as DBT_INTERNAL_TARGET\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = DBT_INTERNAL_TARGET.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and DBT_INTERNAL_TARGET.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.839863, "supported_languages": null}, "macro.dbt_duckdb.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/snapshot_helper.sql", "original_file_path": "macros/snapshot_helper.sql", "unique_id": "macro.dbt_duckdb.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(False, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.840329, "supported_languages": null}, "macro.dbt_duckdb.duckdb__post_snapshot": {"name": "duckdb__post_snapshot", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/snapshot_helper.sql", "original_file_path": "macros/snapshot_helper.sql", "unique_id": "macro.dbt_duckdb.duckdb__post_snapshot", "macro_sql": "{% macro duckdb__post_snapshot(staging_relation) %}\n {% do return(drop_relation(staging_relation)) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8405209, "supported_languages": null}, "macro.dbt_duckdb.duckdb__get_catalog": {"name": "duckdb__get_catalog", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_catalog", "macro_sql": "{% macro duckdb__get_catalog(information_schema, schemas) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n with relations AS (\n select\n t.table_name\n , t.database_name\n , t.schema_name\n , 'BASE TABLE' as table_type\n , {{ adapter.catalog_comment('t') }} as table_comment\n from duckdb_tables() t\n WHERE t.database_name = '{{ database }}'\n UNION ALL\n SELECT v.view_name as table_name\n , v.database_name\n , v.schema_name\n , 'VIEW' as table_type\n , {{ adapter.catalog_comment('v') }} as table_comment\n from duckdb_views() v\n WHERE v.database_name = '{{ database }}'\n )\n select\n '{{ database }}' as table_database,\n r.schema_name as table_schema,\n r.table_name,\n r.table_type,\n r.table_comment,\n c.column_name,\n c.column_index as column_index,\n c.data_type as column_type,\n {{ adapter.catalog_comment('c') }} as column_comment,\n '' as table_owner\n FROM relations r JOIN duckdb_columns() c ON r.schema_name = c.schema_name AND r.table_name = c.table_name\n WHERE (\n {%- for schema in schemas -%}\n upper(r.schema_name) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n ORDER BY\n r.schema_name,\n r.table_name,\n c.column_index\n {%- endcall -%}\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.841393, "supported_languages": null}, "macro.dbt_duckdb.duckdb__create_schema": {"name": "duckdb__create_schema", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__create_schema", "macro_sql": "{% macro duckdb__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n {% set sql %}\n select type from duckdb_databases()\n where database_name='{{ relation.database }}'\n and type='sqlite'\n {% endset %}\n {% set results = run_query(sql) %}\n {% if results|length == 0 %}\n create schema if not exists {{ relation.without_identifier() }}\n {% else %}\n {% if relation.schema!='main' %}\n {{ exceptions.raise_compiler_error(\n \"Schema must be 'main' when writing to sqlite \"\n ~ \"instead got \" ~ relation.schema\n )}}\n {% endif %}\n {% endif %}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.843461, "supported_languages": null}, "macro.dbt_duckdb.duckdb__drop_schema": {"name": "duckdb__drop_schema", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__drop_schema", "macro_sql": "{% macro duckdb__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.843643, "supported_languages": null}, "macro.dbt_duckdb.duckdb__list_schemas": {"name": "duckdb__list_schemas", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__list_schemas", "macro_sql": "{% macro duckdb__list_schemas(database) -%}\n {% set sql %}\n select schema_name\n from system.information_schema.schemata\n {% if database is not none %}\n where catalog_name = '{{ database }}'\n {% endif %}\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.843925, "supported_languages": null}, "macro.dbt_duckdb.duckdb__check_schema_exists": {"name": "duckdb__check_schema_exists", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__check_schema_exists", "macro_sql": "{% macro duckdb__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from system.information_schema.schemata\n where schema_name = '{{ schema }}'\n and catalog_name = '{{ information_schema.database }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.844167, "supported_languages": null}, "macro.dbt_duckdb.get_column_names": {"name": "get_column_names", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.get_column_names", "macro_sql": "{% macro get_column_names() %}\n {# loop through user_provided_columns to get column names #}\n {%- set user_provided_columns = model['columns'] -%}\n (\n {% for i in user_provided_columns %}\n {% set col = user_provided_columns[i] %}\n {{ col['name'] }} {{ \",\" if not loop.last }}\n {% endfor %}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.844506, "supported_languages": null}, "macro.dbt_duckdb.duckdb__create_table_as": {"name": "duckdb__create_table_as", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__create_table_as", "macro_sql": "{% macro duckdb__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {%- if language == 'sql' -%}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(compiled_code) }}\n {% endif %}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% if contract_config.enforced and not temporary %}\n {#-- DuckDB doesnt support constraints on temp tables --#}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} {{ get_column_names() }} (\n {{ get_select_subquery(compiled_code) }}\n );\n {% else %}\n as (\n {{ compiled_code }}\n );\n {% endif %}\n {%- elif language == 'python' -%}\n {{ py_write_table(temporary=temporary, relation=relation, compiled_code=compiled_code) }}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"duckdb__create_table_as macro didn't get supported language, it got %s\" % language) %}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt_duckdb.get_column_names", "macro.dbt.get_select_subquery", "macro.dbt_duckdb.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.845498, "supported_languages": null}, "macro.dbt_duckdb.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.py_write_table", "macro_sql": "{% macro py_write_table(temporary, relation, compiled_code) -%}\n{{ compiled_code }}\n\ndef materialize(df, con):\n try:\n import pyarrow\n pyarrow_available = True\n except ImportError:\n pyarrow_available = False\n finally:\n if pyarrow_available and isinstance(df, pyarrow.Table):\n # https://github.com/duckdb/duckdb/issues/6584\n import pyarrow.dataset\n con.execute('create table {{ relation }} as select * from df')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8456619, "supported_languages": null}, "macro.dbt_duckdb.duckdb__create_view_as": {"name": "duckdb__create_view_as", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__create_view_as", "macro_sql": "{% macro duckdb__create_view_as(relation, sql) -%}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.846048, "supported_languages": null}, "macro.dbt_duckdb.duckdb__get_columns_in_relation": {"name": "duckdb__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_columns_in_relation", "macro_sql": "{% macro duckdb__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from system.information_schema.columns\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n {% if relation.database %}\n and table_catalog = '{{ relation.database }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.846508, "supported_languages": null}, "macro.dbt_duckdb.duckdb__list_relations_without_caching": {"name": "duckdb__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__list_relations_without_caching", "macro_sql": "{% macro duckdb__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n table_name as name,\n table_schema as schema,\n CASE table_type\n WHEN 'BASE TABLE' THEN 'table'\n WHEN 'VIEW' THEN 'view'\n WHEN 'LOCAL TEMPORARY' THEN 'table'\n END as type\n from system.information_schema.tables\n where table_schema = '{{ schema_relation.schema }}'\n and table_catalog = '{{ schema_relation.database }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.846829, "supported_languages": null}, "macro.dbt_duckdb.duckdb__drop_relation": {"name": "duckdb__drop_relation", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__drop_relation", "macro_sql": "{% macro duckdb__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8470368, "supported_languages": null}, "macro.dbt_duckdb.duckdb__rename_relation": {"name": "duckdb__rename_relation", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__rename_relation", "macro_sql": "{% macro duckdb__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter {{ to_relation.type }} {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8473222, "supported_languages": null}, "macro.dbt_duckdb.duckdb__make_temp_relation": {"name": "duckdb__make_temp_relation", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__make_temp_relation", "macro_sql": "{% macro duckdb__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix ~ py_current_timestring() %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.py_current_timestring"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.847708, "supported_languages": null}, "macro.dbt_duckdb.duckdb__current_timestamp": {"name": "duckdb__current_timestamp", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__current_timestamp", "macro_sql": "{% macro duckdb__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.847786, "supported_languages": null}, "macro.dbt_duckdb.duckdb__snapshot_string_as_time": {"name": "duckdb__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__snapshot_string_as_time", "macro_sql": "{% macro duckdb__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.84795, "supported_languages": null}, "macro.dbt_duckdb.duckdb__snapshot_get_time": {"name": "duckdb__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__snapshot_get_time", "macro_sql": "{% macro duckdb__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8480482, "supported_languages": null}, "macro.dbt_duckdb.duckdb__get_incremental_default_sql": {"name": "duckdb__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_incremental_default_sql", "macro_sql": "{% macro duckdb__get_incremental_default_sql(arg_dict) %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.848188, "supported_languages": null}, "macro.dbt_duckdb.location_exists": {"name": "location_exists", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.location_exists", "macro_sql": "{% macro location_exists(location) -%}\n {% do return(adapter.location_exists(location)) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.848331, "supported_languages": null}, "macro.dbt_duckdb.write_to_file": {"name": "write_to_file", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.write_to_file", "macro_sql": "{% macro write_to_file(relation, location, options) -%}\n {% call statement('write_to_file') -%}\n copy {{ relation }} to '{{ location }}' ({{ options }})\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.848534, "supported_languages": null}, "macro.dbt_duckdb.store_relation": {"name": "store_relation", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.store_relation", "macro_sql": "{% macro store_relation(plugin, relation, location, format, config) -%}\n {%- set column_list = adapter.get_columns_in_relation(relation) -%}\n {% do adapter.store_relation(plugin, relation, column_list, location, format, config) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.848864, "supported_languages": null}, "macro.dbt_duckdb.render_write_options": {"name": "render_write_options", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.render_write_options", "macro_sql": "{% macro render_write_options(config) -%}\n {% set options = config.get('options', {}) %}\n {% if options is not mapping %}\n {% do exceptions.raise_compiler_error(\"The options argument must be a dictionary\") %}\n {% endif %}\n\n {% for k in options %}\n {% set _ = options.update({k: render(options[k])}) %}\n {% endfor %}\n\n {# legacy top-level write options #}\n {% if config.get('format') %}\n {% set _ = options.update({'format': render(config.get('format'))}) %}\n {% endif %}\n {% if config.get('delimiter') %}\n {% set _ = options.update({'delimiter': render(config.get('delimiter'))}) %}\n {% endif %}\n\n {% do return(options) %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8497548, "supported_languages": null}, "macro.dbt_duckdb.duckdb_escape_comment": {"name": "duckdb_escape_comment", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/persist_docs.sql", "original_file_path": "macros/persist_docs.sql", "unique_id": "macro.dbt_duckdb.duckdb_escape_comment", "macro_sql": "{% macro duckdb_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.850444, "supported_languages": null}, "macro.dbt_duckdb.duckdb__alter_relation_comment": {"name": "duckdb__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/persist_docs.sql", "original_file_path": "macros/persist_docs.sql", "unique_id": "macro.dbt_duckdb.duckdb__alter_relation_comment", "macro_sql": "{% macro duckdb__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = duckdb_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.850649, "supported_languages": null}, "macro.dbt_duckdb.duckdb__alter_column_comment": {"name": "duckdb__alter_column_comment", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/persist_docs.sql", "original_file_path": "macros/persist_docs.sql", "unique_id": "macro.dbt_duckdb.duckdb__alter_column_comment", "macro_sql": "{% macro duckdb__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = duckdb_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.851191, "supported_languages": null}, "macro.dbt_duckdb.duckdb__get_delete_insert_merge_sql": {"name": "duckdb__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/incremental_helper.sql", "original_file_path": "macros/incremental_helper.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_delete_insert_merge_sql", "macro_sql": "{% macro duckdb__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }} as DBT_INCREMENTAL_TARGET\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = DBT_INCREMENTAL_TARGET.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.852428, "supported_languages": null}, "macro.dbt_duckdb.duckdb__alter_relation_add_remove_columns": {"name": "duckdb__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/columns.sql", "original_file_path": "macros/columns.sql", "unique_id": "macro.dbt_duckdb.duckdb__alter_relation_add_remove_columns", "macro_sql": "{% macro duckdb__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns %}\n {% for column in add_columns %}\n {% set sql -%}\n alter {{ relation.type }} {{ relation }} add column\n {{ column.name }} {{ column.data_type }}\n {%- endset -%}\n {% do run_query(sql) %}\n {% endfor %}\n {% endif %}\n\n {% if remove_columns %}\n {% for column in remove_columns %}\n {% set sql -%}\n alter {{ relation.type }} {{ relation }} drop column\n {{ column.name }}\n {%- endset -%}\n {% do run_query(sql) %}\n {% endfor %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.853218, "supported_languages": null}, "macro.dbt_duckdb.materialization_table_duckdb": {"name": "materialization_table_duckdb", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_duckdb.materialization_table_duckdb", "macro_sql": "{% materialization table, adapter=\"duckdb\", supported_languages=['sql', 'python'] %}\n\n {%- set language = model['language'] -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main', language=language) -%}\n {{- create_table_as(False, intermediate_relation, compiled_code, language) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.855318, "supported_languages": ["sql", "python"]}, "macro.dbt_duckdb.materialization_external_duckdb": {"name": "materialization_external_duckdb", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/materializations/external.sql", "original_file_path": "macros/materializations/external.sql", "unique_id": "macro.dbt_duckdb.materialization_external_duckdb", "macro_sql": "{% materialization external, adapter=\"duckdb\", supported_languages=['sql', 'python'] %}\n\n {%- set location = render(config.get('location', default=external_location(this, config))) -%})\n {%- set rendered_options = render_write_options(config) -%}\n {%- set format = config.get('format', 'parquet') -%}\n {%- set write_options = adapter.external_write_options(location, rendered_options) -%}\n {%- set read_location = adapter.external_read_location(location, rendered_options) -%}\n\n -- set language - python or sql\n {%- set language = model['language'] -%}\n\n {%- set target_relation = this.incorporate(type='view') %}\n\n -- Continue as normal materialization\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set temp_relation = make_intermediate_relation(this.incorporate(type='table'), suffix='__dbt_tmp') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation, suffix='__dbt_int') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_temp_relation = load_cached_relation(temp_relation) -%}\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_temp_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('create_table', language=language) -%}\n {{- create_table_as(False, temp_relation, compiled_code, language) }}\n {%- endcall %}\n\n -- write an temp relation into file\n {{ write_to_file(temp_relation, location, write_options) }}\n -- create a view on top of the location\n {% call statement('main', language='sql') -%}\n create or replace view {{ intermediate_relation }} as (\n select * from '{{ read_location }}'\n );\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(temp_relation) }}\n\n -- register table into glue\n {%- set plugin_name = config.get('plugin') -%}\n {%- set glue_register = config.get('glue_register', default=false) -%}\n {%- set partition_columns = config.get('partition_columns', []) -%}\n {% if plugin_name is not none or glue_register is true %}\n {% if glue_register %}\n {# legacy hack to set the glue database name, deprecate this #}\n {%- set plugin_name = 'glue|' ~ config.get('glue_database', 'default') -%}\n {% endif %}\n {% do store_relation(plugin_name, target_relation, location, format, config) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt_duckdb.external_location", "macro.dbt_duckdb.render_write_options", "macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt_duckdb.write_to_file", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt_duckdb.store_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.859021, "supported_languages": ["sql", "python"]}, "macro.dbt_duckdb.materialization_incremental_duckdb": {"name": "materialization_incremental_duckdb", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_duckdb.materialization_incremental_duckdb", "macro_sql": "{% materialization incremental, adapter=\"duckdb\", supported_languages=['sql', 'python'] -%}\n\n {%- set language = model['language'] -%}\n -- only create temp tables if using local duckdb, as it is not currently supported for remote databases\n {%- set temporary = not adapter.is_motherduck() -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, compiled_code, language) %}\n {% elif full_refresh_mode %}\n {% set build_sql = create_table_as(False, intermediate_relation, compiled_code, language) %}\n {% set need_swap = true %}\n {% else %}\n {% if not temporary %}\n -- if not using a temporary table we will update the temp relation to use a different temp schema (\"dbt_temp\" by default)\n {% set temp_relation = temp_relation.incorporate(path=adapter.get_temp_relation_path(this)) %}\n {% do run_query(create_schema(temp_relation)) %}\n -- then drop the temp relation after we insert the incremental data into the target relation\n {% do to_drop.append(temp_relation) %}\n {% endif %}\n {% if language == 'python' %}\n {% set build_python = create_table_as(False, temp_relation, compiled_code, language) %}\n {% call statement(\"pre\", language=language) %}\n {{- build_python }}\n {% endcall %}\n {% else %} {# SQL #}\n {% do run_query(create_table_as(temporary, temp_relation, compiled_code, language)) %}\n {% endif %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n {% set language = \"sql\" %}\n\n {% endif %}\n\n {% call statement(\"main\", language=language) %}\n {{- build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.run_query", "macro.dbt.create_schema", "macro.dbt.statement", "macro.dbt.process_schema_changes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8637922, "supported_languages": ["sql", "python"]}, "macro.dbt_duckdb.duckdb__dateadd": {"name": "duckdb__dateadd", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_duckdb.duckdb__dateadd", "macro_sql": "{% macro duckdb__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n date_add({{ from_date_or_timestamp }}, interval ({{ interval }}) {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.864039, "supported_languages": null}, "macro.dbt_duckdb.duckdb__listagg": {"name": "duckdb__listagg", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_duckdb.duckdb__listagg", "macro_sql": "{% macro duckdb__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n {% if limit_num -%}\n list_aggr(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n 'string_agg',\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8645601, "supported_languages": null}, "macro.dbt_duckdb.duckdb__datediff": {"name": "duckdb__datediff", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_duckdb.duckdb__datediff", "macro_sql": "{% macro duckdb__datediff(first_date, second_date, datepart) -%}\n date_diff('{{ datepart }}', {{ first_date }}::timestamp, {{ second_date}}::timestamp )\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8647711, "supported_languages": null}, "macro.dbt_duckdb.duckdb__any_value": {"name": "duckdb__any_value", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_duckdb.duckdb__any_value", "macro_sql": "{% macro duckdb__any_value(expression) -%}\n\n arbitrary({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.864906, "supported_languages": null}, "macro.dbt_duckdb.register_upstream_external_models": {"name": "register_upstream_external_models", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/upstream.sql", "original_file_path": "macros/utils/upstream.sql", "unique_id": "macro.dbt_duckdb.register_upstream_external_models", "macro_sql": "{%- macro register_upstream_external_models() -%}\n{% if execute %}\n{% set upstream_nodes = {} %}\n{% set upstream_schemas = {} %}\n{% for node in selected_resources %}\n {% for upstream_node in graph['nodes'][node]['depends_on']['nodes'] %}\n {% if upstream_node not in upstream_nodes and upstream_node not in selected_resources %}\n {% do upstream_nodes.update({upstream_node: None}) %}\n {% set upstream = graph['nodes'].get(upstream_node) %}\n {% if upstream\n and upstream.resource_type in ('model', 'seed')\n and upstream.config.materialized=='external'\n %}\n {%- set upstream_rel = api.Relation.create(\n database=upstream['database'],\n schema=upstream['schema'],\n identifier=upstream['alias']\n ) -%}\n {%- set location = upstream.config.get('location', external_location(upstream_rel, upstream.config)) -%}\n {%- set rendered_options = render_write_options(upstream.config) -%}\n {%- set upstream_location = adapter.external_read_location(location, rendered_options) -%}\n {% if upstream_rel.schema not in upstream_schemas %}\n {% call statement('main', language='sql') -%}\n create schema if not exists {{ upstream_rel.schema }}\n {%- endcall %}\n {% do upstream_schemas.update({upstream_rel.schema: None}) %}\n {% endif %}\n {% call statement('main', language='sql') -%}\n create or replace view {{ upstream_rel }} as (\n select * from '{{ upstream_location }}'\n );\n {%- endcall %}\n {%- endif %}\n {% endif %}\n {% endfor %}\n{% endfor %}\n{% do adapter.commit() %}\n{% endif %}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_duckdb.external_location", "macro.dbt_duckdb.render_write_options", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.866791, "supported_languages": null}, "macro.dbt_duckdb.duckdb__split_part": {"name": "duckdb__split_part", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/splitpart.sql", "original_file_path": "macros/utils/splitpart.sql", "unique_id": "macro.dbt_duckdb.duckdb__split_part", "macro_sql": "{% macro duckdb__split_part(string_text, delimiter_text, part_number) %}\n string_split({{ string_text }}, {{ delimiter_text }})[ {{ part_number }} ]\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.867009, "supported_languages": null}, "macro.dbt_duckdb.duckdb__last_day": {"name": "duckdb__last_day", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/lastday.sql", "original_file_path": "macros/utils/lastday.sql", "unique_id": "macro.dbt_duckdb.duckdb__last_day", "macro_sql": "{% macro duckdb__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- duckdb dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.867486, "supported_languages": null}, "macro.dbt_duckdb.external_location": {"name": "external_location", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/external_location.sql", "original_file_path": "macros/utils/external_location.sql", "unique_id": "macro.dbt_duckdb.external_location", "macro_sql": "{%- macro external_location(relation, config) -%}\n {%- if config.get('options', {}).get('partition_by') is none -%}\n {%- set format = config.get('format', 'parquet') -%}\n {{- adapter.external_root() }}/{{ relation.identifier }}.{{ format }}\n {%- else -%}\n {{- adapter.external_root() }}/{{ relation.identifier }}\n {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.868008, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.868829, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.869011, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8691468, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.869285, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.869417, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.869708, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.869984, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.87027, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.870683, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n merge into {{ target.render() }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n when matched\n {% if config.get(\"dbt_valid_to_current\") %}\n and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n {% else %}\n and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n {% endif %}\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.871397, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.873514, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8737411, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.873972, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n {% set primary_key = config.get('unique_key') %}\n {% set updated_at = config.get('updated_at') %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8748338, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8749938, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.875158, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.876471, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n {% set check_cols_config = config.get('check_cols') %}\n {% set primary_key = config.get('unique_key') %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.87801, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.879755, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880034, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880186, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880272, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880414, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880523, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8807092, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880922, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }}\n from {{ target_relation }}\n where\n {% if config.get('dbt_valid_to_current') %}\n {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n {% else %}\n {{ columns.dbt_valid_to }} is null\n {% endif %}\n\n ),\n\n insertions_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ get_dbt_valid_to_current(strategy, columns) }},\n {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }}\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.{{ columns.dbt_scd_id }}\n\n from updates_source_data as source_data\n join snapshotted_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n snapshotted_data.{{ columns.dbt_scd_id }}\n\n from snapshotted_data\n left join deletes_source_data as source_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.882813, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.883003, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n select *,\n {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ get_dbt_valid_to_current(strategy, columns) }}\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.883399, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.883801, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n {% set dbt_updated_at_data_type = null %}\n {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {% set ns.dbt_updated_at_data_type = null -%}\n {% for column in snapshot_sql_column_schema %}\n {% if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n {% set ns.dbt_updated_at_data_type = column.dtype %}\n {% endif %}\n {% endfor %}\n {{ return(ns.dbt_updated_at_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.884344, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n {% if exceptions.warn_snapshot_timestamp_data_types %}\n {{ exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.884743, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.885004, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n {% if unique_key | is_list %}\n {% for key in unique_key %}\n {{ key }} as dbt_unique_key_{{ loop.index }}\n {%- if not loop.last %} , {%- endif %}\n {% endfor %}\n {% else %}\n {{ unique_key }} as dbt_unique_key\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.885319, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n {% if unique_key | is_list %}\n {% for key in unique_key %}\n {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n {%- if not loop.last %} and {%- endif %}\n {% endfor %}\n {% else %}\n {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.885708, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n {% if unique_key | is_list %}\n {{ identifier }}.dbt_unique_key_1 is null\n {% else %}\n {{ identifier }}.dbt_unique_key is null\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8859022, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n {% if unique_key | is_list %}\n {{ identifier }}.dbt_unique_key_1 is not null\n {% else %}\n {{ identifier }}.dbt_unique_key is not null\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.886094, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n {# It was a dictionary of config, instead of the config object from the context #}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set build_or_select_sql = build_sql %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n {% if unique_key | is_list %}\n {% for key in strategy.unique_key %}\n {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n {% endfor %}\n {% endif %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'in', remove_columns)\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'in', remove_columns)\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n\n {{ check_time_data_types(build_or_select_sql) }}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.889984, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.892033, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8926, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.892885, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.893078, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n select\n {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n from (\n {{ main_sql }}\n ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n select\n {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n from (\n {{ expected_fixture_sql }}\n ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.893655, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.893982, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.894355, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n {% set relations = [] %}\n\n {% set expected_rows = config.get('expected_rows') %}\n {% set expected_sql = config.get('expected_sql') %}\n {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n {%- set column_name_to_data_types = {} -%}\n {%- for column in columns_in_relation -%}\n {%- do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n {%- endfor -%}\n\n {% if not expected_sql %}\n {% set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n {% endif %}\n {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ unit_test_sql }}\n\n {%- endcall %}\n\n {% do adapter.drop_relation(temp_relation) %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.895829, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.897407, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8977668, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.898001, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8992882, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.899509, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.900109, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.902119, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.904126, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.904962, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9054651, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.906069, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.906291, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9069629, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.908246, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.909769, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.910016, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.910938, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.911183, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.911773, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9123242, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9129899, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.913205, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.913379, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.913655, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9138281, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.914103, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.914272, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.914518, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.914693, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.914834, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.915005, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.915157, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.915437, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% set contract_config = config.get('contract') %}\n {% if not contract_config or not contract_config.enforced %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {% endif %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.91941, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9206998, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.921824, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9229188, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.923722, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9239628, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.924073, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9243462, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.924503, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.926927, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.929322, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.930353, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.931168, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.931384, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation.render() %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9318368, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.932045, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9321752, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.932307, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.932414, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.93256, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.932669, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9331079, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.933281, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.934462, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9348512, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.935198, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9356449, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9358861, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.936152, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.936503, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.936736, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.937183, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.93753, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.937702, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.937887, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.93806, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.938625, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9397929, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9401212, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.940377, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.94063, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n {% set schema_relation = api.Relation.create(schema=schema_name) %}\n {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9408278, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.941115, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9413052, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.941764, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.942166, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.942357, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation.render() }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.942629, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.942933, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.943182, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.943549, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9439628, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.944256, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.944448, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9446888, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9448051, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.945059, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.945259, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.945546, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9456692, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.945921, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.946059, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9465961, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9467678, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9470341, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.947168, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9474292, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.947565, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.948351, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9484632, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.948985, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.949137, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.949265, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.95051, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9508622, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.951176, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9514198, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.951534, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.951786, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.951925, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9521768, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.952311, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.952949, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9531221, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.953515, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.954161, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.954586, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.954763, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.get_column_names", "macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.954926, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9551628, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.955279, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9558048, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.955945, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9570408, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.957222, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9574442, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.957697, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.95783, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.958189, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9583611, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.958528, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation.render() }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9589372, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.959239, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.959519, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.959743, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9602299, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.961474, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.962194, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.962467, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9632058, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.964278, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9649541, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.965174, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.965399, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.965471, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.965981, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.966523, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.966738, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.967079, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.967388, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n {%- set dt = modules.datetime.date(year, month, day) -%}\n {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.967647, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.967941, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.968093, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.968328, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9684422, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9688802, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.969322, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9694972, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.969968, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9702091, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.97031, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.97061, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.970765, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9709811, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.971052, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.971309, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.97144, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9717052, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.971835, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.972276, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9726489, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.972948, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9731042, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.973378, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9735081, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.97378, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9739258, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.974228, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.974375, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.974638, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9747572, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.974997, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.975095, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.975361, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.975486, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.975719, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9758148, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.976537, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.976678, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.976831, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.976971, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9771168, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9772558, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.977403, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.977566, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9777138, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9779131, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.978063, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.978195, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.978341, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.978475, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.97874, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.978869, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.979118, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9792159, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.979519, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9797602, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.979899, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9802618, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.980414, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.980625, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.980884, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.981004, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.981359, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9815779, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9818518, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.982069, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9823859, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9825568, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.982709, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.98288, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.983354, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9834912, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9836311, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9837282, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt_duckdb.duckdb__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.984107, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.98426, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.984333, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.984482, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt.default__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9846349, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.985118, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.985245, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.985392, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.985825, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9859982, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.986124, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.986269, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9863849, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.987047, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.987201, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.987402, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.987665, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.987892, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9881878, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.988357, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation.render() }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.988519, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.988746, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.989249, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.989456, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9895911, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.989944, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.990345, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.990627, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.990911, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.992128, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.992238, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.992394, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.992502, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.99282, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.992992, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.993108, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9933178, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.993511, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.99372, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.99391, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.994124, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9947462, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.994922, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.995151, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9953642, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.996486, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header is not none -%}\n {{ sql_header }}\n {%- endif %}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.996874, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.997044, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n {{ compiled_code }}\n {% if limit is not none %}\n limit {{ limit }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9972181, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.997646, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9977999, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9979851, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.998137, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9983842, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9988601, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9997408, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9999812, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0001652, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.000405, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.000573, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.000719, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.000888, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.001112, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.00136, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.001653, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.001823, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.001973, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0021398, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n {{ exceptions.raise_not_implemented(\n 'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.002292, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.002445, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0025852, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.002775, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0029309, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0041258, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.004274, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.004554, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.004759, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.004947, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.005111, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0062451, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0065658, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.006739, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.007058, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0072682, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.007872, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0081081, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation.render() }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.008838, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%- set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%- set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%- set column_name_to_data_types = {} -%}\n{%- for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%- do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%- endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%- set default_row_copy = default_row.copy() -%}\n{%- do default_row_copy.update(formatted_row) -%}\nselect\n{%- for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n select\n {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n {%- endfor %}\n limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.011169, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n select * from dbt_internal_unit_test_actual\n limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0116742, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n {#-- generate case-insensitive formatted row --#}\n {% set formatted_row = {} %}\n {%- for column_name, column_value in row.items() -%}\n {% set column_name = column_name|lower %}\n\n {%- if column_name not in column_name_to_data_types %}\n {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n {{ exceptions.raise_compiler_error(\n \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n ) }}\n {%- endif -%}\n\n {%- set column_type = column_name_to_data_types[column_name] %}\n\n {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n {%- set column_value_clean = column_value -%}\n {%- if column_value is string -%}\n {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n {%- elif column_value is none -%}\n {%- set column_value_clean = 'null' -%}\n {%- endif -%}\n\n {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n {%- do formatted_row.update(row_update) -%}\n {%- endfor -%}\n {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.012695, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.01289, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.012979, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.013694, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.013837, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.014587, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.014954, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.015489, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.015994, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0160651, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.016497, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.016726, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.01701, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.017281, "supported_languages": null}, "macro.dbt_utils.cast_array_to_string": {"name": "cast_array_to_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/cast_array_to_string.sql", "original_file_path": "macros/cross_db_utils/cast_array_to_string.sql", "unique_id": "macro.dbt_utils.cast_array_to_string", "macro_sql": "{% macro cast_array_to_string(array) %}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('cast_array_to_string', model.package_name, model.name) %}\n {{ adapter.dispatch('cast_array_to_string', 'dbt_utils') (array) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__cast_array_to_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.017747, "supported_languages": null}, "macro.dbt_utils.default__cast_array_to_string": {"name": "default__cast_array_to_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/cast_array_to_string.sql", "original_file_path": "macros/cross_db_utils/cast_array_to_string.sql", "unique_id": "macro.dbt_utils.default__cast_array_to_string", "macro_sql": "{% macro default__cast_array_to_string(array) %}\n cast({{ array }} as {{ type_string() }})\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0178702, "supported_languages": null}, "macro.dbt_utils.postgres__cast_array_to_string": {"name": "postgres__cast_array_to_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/cast_array_to_string.sql", "original_file_path": "macros/cross_db_utils/cast_array_to_string.sql", "unique_id": "macro.dbt_utils.postgres__cast_array_to_string", "macro_sql": "{% macro postgres__cast_array_to_string(array) %}\n {%- set array_as_string -%}cast({{ array }} as {{ type_string() }}){%- endset -%}\n {{ replace(replace(array_as_string,\"'}'\",\"']'\"),\"'{'\",\"'['\") }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.type_string", "macro.dbt_utils.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0181289, "supported_languages": null}, "macro.dbt_utils.redshift__cast_array_to_string": {"name": "redshift__cast_array_to_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/cast_array_to_string.sql", "original_file_path": "macros/cross_db_utils/cast_array_to_string.sql", "unique_id": "macro.dbt_utils.redshift__cast_array_to_string", "macro_sql": "{% macro redshift__cast_array_to_string(array) %}\n cast({{ array }} as {{ type_string() }})\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.018251, "supported_languages": null}, "macro.dbt_utils.bigquery__cast_array_to_string": {"name": "bigquery__cast_array_to_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/cast_array_to_string.sql", "original_file_path": "macros/cross_db_utils/cast_array_to_string.sql", "unique_id": "macro.dbt_utils.bigquery__cast_array_to_string", "macro_sql": "{% macro bigquery__cast_array_to_string(array) %}\n '['||(select string_agg(cast(element as string), ',') from unnest({{ array }}) element)||']'\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.018354, "supported_languages": null}, "macro.dbt_utils.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('current_timestamp', model.package_name, model.name) %}\n {{ return(adapter.dispatch('current_timestamp', 'dbt_utils')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0188549, "supported_languages": null}, "macro.dbt_utils.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0189528, "supported_languages": null}, "macro.dbt_utils.redshift__current_timestamp": {"name": "redshift__current_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.redshift__current_timestamp", "macro_sql": "{% macro redshift__current_timestamp() %}\n getdate()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.019022, "supported_languages": null}, "macro.dbt_utils.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() %}\n current_timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.019089, "supported_languages": null}, "macro.dbt_utils.current_timestamp_in_utc": {"name": "current_timestamp_in_utc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.current_timestamp_in_utc", "macro_sql": "{% macro current_timestamp_in_utc() -%}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('current_timestamp_in_utc', model.package_name, model.name) %}\n {{ return(adapter.dispatch('current_timestamp_in_utc', 'dbt_utils')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__current_timestamp_in_utc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0193212, "supported_languages": null}, "macro.dbt_utils.default__current_timestamp_in_utc": {"name": "default__current_timestamp_in_utc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.default__current_timestamp_in_utc", "macro_sql": "{% macro default__current_timestamp_in_utc() %}\n {{ dbt_utils.current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.019423, "supported_languages": null}, "macro.dbt_utils.snowflake__current_timestamp_in_utc": {"name": "snowflake__current_timestamp_in_utc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.snowflake__current_timestamp_in_utc", "macro_sql": "{% macro snowflake__current_timestamp_in_utc() %}\n convert_timezone('UTC', {{ dbt_utils.current_timestamp() }})::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.current_timestamp", "macro.dbt_utils.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.019551, "supported_languages": null}, "macro.dbt_utils.postgres__current_timestamp_in_utc": {"name": "postgres__current_timestamp_in_utc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.postgres__current_timestamp_in_utc", "macro_sql": "{% macro postgres__current_timestamp_in_utc() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0196512, "supported_languages": null}, "macro.dbt_utils.redshift__current_timestamp_in_utc": {"name": "redshift__current_timestamp_in_utc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.redshift__current_timestamp_in_utc", "macro_sql": "{% macro redshift__current_timestamp_in_utc() %}\n {{ return(dbt_utils.default__current_timestamp_in_utc()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__current_timestamp_in_utc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.019775, "supported_languages": null}, "macro.dbt_utils.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_concat.sql", "original_file_path": "macros/cross_db_utils/array_concat.sql", "unique_id": "macro.dbt_utils.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('array_concat', model.package_name, model.name) %}\n {{ return(adapter.dispatch('array_concat', 'dbt_utils')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.02026, "supported_languages": null}, "macro.dbt_utils.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_concat.sql", "original_file_path": "macros/cross_db_utils/array_concat.sql", "unique_id": "macro.dbt_utils.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.020386, "supported_languages": null}, "macro.dbt_utils.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_concat.sql", "original_file_path": "macros/cross_db_utils/array_concat.sql", "unique_id": "macro.dbt_utils.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.020511, "supported_languages": null}, "macro.dbt_utils.redshift__array_concat": {"name": "redshift__array_concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_concat.sql", "original_file_path": "macros/cross_db_utils/array_concat.sql", "unique_id": "macro.dbt_utils.redshift__array_concat", "macro_sql": "{% macro redshift__array_concat(array_1, array_2) -%}\n array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.020632, "supported_languages": null}, "macro.dbt_utils.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_construct.sql", "original_file_path": "macros/cross_db_utils/array_construct.sql", "unique_id": "macro.dbt_utils.array_construct", "macro_sql": "{% macro array_construct(inputs = [], data_type = api.Column.translate_type('integer')) -%}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('array_construct', model.package_name, model.name) %}\n {{ return(adapter.dispatch('array_construct', 'dbt_utils')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0211709, "supported_languages": null}, "macro.dbt_utils.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_construct.sql", "original_file_path": "macros/cross_db_utils/array_construct.sql", "unique_id": "macro.dbt_utils.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.021395, "supported_languages": null}, "macro.dbt_utils.snowflake__array_construct": {"name": "snowflake__array_construct", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_construct.sql", "original_file_path": "macros/cross_db_utils/array_construct.sql", "unique_id": "macro.dbt_utils.snowflake__array_construct", "macro_sql": "{% macro snowflake__array_construct(inputs, data_type) -%}\n array_construct( {{ inputs|join(' , ') }} )\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0215292, "supported_languages": null}, "macro.dbt_utils.redshift__array_construct": {"name": "redshift__array_construct", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_construct.sql", "original_file_path": "macros/cross_db_utils/array_construct.sql", "unique_id": "macro.dbt_utils.redshift__array_construct", "macro_sql": "{% macro redshift__array_construct(inputs, data_type) -%}\n array( {{ inputs|join(' , ') }} )\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.021659, "supported_languages": null}, "macro.dbt_utils.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_construct.sql", "original_file_path": "macros/cross_db_utils/array_construct.sql", "unique_id": "macro.dbt_utils.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n [ {{ inputs|join(' , ') }} ]\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.021788, "supported_languages": null}, "macro.dbt_utils.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_append.sql", "original_file_path": "macros/cross_db_utils/array_append.sql", "unique_id": "macro.dbt_utils.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('array_append', model.package_name, model.name) %}\n {{ return(adapter.dispatch('array_append', 'dbt_utils')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.022209, "supported_languages": null}, "macro.dbt_utils.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_append.sql", "original_file_path": "macros/cross_db_utils/array_append.sql", "unique_id": "macro.dbt_utils.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0223308, "supported_languages": null}, "macro.dbt_utils.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_append.sql", "original_file_path": "macros/cross_db_utils/array_append.sql", "unique_id": "macro.dbt_utils.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n {{ dbt_utils.array_concat(array, dbt_utils.array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.array_concat", "macro.dbt_utils.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0225039, "supported_languages": null}, "macro.dbt_utils.redshift__array_append": {"name": "redshift__array_append", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_append.sql", "original_file_path": "macros/cross_db_utils/array_append.sql", "unique_id": "macro.dbt_utils.redshift__array_append", "macro_sql": "{% macro redshift__array_append(array, new_element) -%}\n {{ dbt_utils.array_concat(array, dbt_utils.array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.array_concat", "macro.dbt_utils.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0226738, "supported_languages": null}, "macro.dbt_utils.except": {"name": "except", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/except.sql", "original_file_path": "macros/cross_db_utils/deprecated/except.sql", "unique_id": "macro.dbt_utils.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt_utils')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0229151, "supported_languages": null}, "macro.dbt_utils.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/except.sql", "original_file_path": "macros/cross_db_utils/deprecated/except.sql", "unique_id": "macro.dbt_utils.default__except", "macro_sql": "{% macro default__except() %}\n {% do dbt_utils.xdb_deprecation_warning('except', model.package_name, model.name) %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.except", "macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0231528, "supported_languages": null}, "macro.dbt_utils.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/replace.sql", "original_file_path": "macros/cross_db_utils/deprecated/replace.sql", "unique_id": "macro.dbt_utils.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt_utils') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.023453, "supported_languages": null}, "macro.dbt_utils.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/replace.sql", "original_file_path": "macros/cross_db_utils/deprecated/replace.sql", "unique_id": "macro.dbt_utils.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) -%}\n {% do dbt_utils.xdb_deprecation_warning('replace', model.package_name, model.name) %}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.replace", "macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.023767, "supported_languages": null}, "macro.dbt_utils.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/concat.sql", "original_file_path": "macros/cross_db_utils/deprecated/concat.sql", "unique_id": "macro.dbt_utils.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt_utils')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.024016, "supported_languages": null}, "macro.dbt_utils.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/concat.sql", "original_file_path": "macros/cross_db_utils/deprecated/concat.sql", "unique_id": "macro.dbt_utils.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {% do dbt_utils.xdb_deprecation_warning('concat', model.package_name, model.name) %}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.concat", "macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.024265, "supported_languages": null}, "macro.dbt_utils.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.024907, "supported_languages": null}, "macro.dbt_utils.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {% do dbt_utils.xdb_deprecation_warning('type_string', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_string", "macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.025342, "supported_languages": null}, "macro.dbt_utils.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0254982, "supported_languages": null}, "macro.dbt_utils.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {% do dbt_utils.xdb_deprecation_warning('type_timestamp', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_timestamp", "macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.025737, "supported_languages": null}, "macro.dbt_utils.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.025884, "supported_languages": null}, "macro.dbt_utils.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {% do dbt_utils.xdb_deprecation_warning('type_float', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_float", "macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.02612, "supported_languages": null}, "macro.dbt_utils.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0262668, "supported_languages": null}, "macro.dbt_utils.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {% do dbt_utils.xdb_deprecation_warning('type_numeric', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_numeric", "macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.026507, "supported_languages": null}, "macro.dbt_utils.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.026655, "supported_languages": null}, "macro.dbt_utils.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {% do dbt_utils.xdb_deprecation_warning('type_bigint', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_bigint", "macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.026891, "supported_languages": null}, "macro.dbt_utils.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0270422, "supported_languages": null}, "macro.dbt_utils.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_int", "macro_sql": "{% macro default__type_int() %}\n {% do dbt_utils.xdb_deprecation_warning('type_int', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_int", "macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0272791, "supported_languages": null}, "macro.dbt_utils.length": {"name": "length", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/length.sql", "original_file_path": "macros/cross_db_utils/deprecated/length.sql", "unique_id": "macro.dbt_utils.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt_utils') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0275378, "supported_languages": null}, "macro.dbt_utils.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/length.sql", "original_file_path": "macros/cross_db_utils/deprecated/length.sql", "unique_id": "macro.dbt_utils.default__length", "macro_sql": "{% macro default__length(expression) -%}\n {% do dbt_utils.xdb_deprecation_warning('length', model.package_name, model.name) %}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.length", "macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.02779, "supported_languages": null}, "macro.dbt_utils.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/dateadd.sql", "original_file_path": "macros/cross_db_utils/deprecated/dateadd.sql", "unique_id": "macro.dbt_utils.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt_utils')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.028095, "supported_languages": null}, "macro.dbt_utils.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/dateadd.sql", "original_file_path": "macros/cross_db_utils/deprecated/dateadd.sql", "unique_id": "macro.dbt_utils.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n {% do dbt_utils.xdb_deprecation_warning('dateadd', model.package_name, model.name) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.dateadd", "macro.dbt_duckdb.duckdb__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.02839, "supported_languages": null}, "macro.dbt_utils.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/intersect.sql", "original_file_path": "macros/cross_db_utils/deprecated/intersect.sql", "unique_id": "macro.dbt_utils.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt_utils')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.028634, "supported_languages": null}, "macro.dbt_utils.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/intersect.sql", "original_file_path": "macros/cross_db_utils/deprecated/intersect.sql", "unique_id": "macro.dbt_utils.default__intersect", "macro_sql": "{% macro default__intersect() %}\n {% do dbt_utils.xdb_deprecation_warning('intersect', model.package_name, model.name) %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.intersect", "macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.028874, "supported_languages": null}, "macro.dbt_utils.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/escape_single_quotes.sql", "original_file_path": "macros/cross_db_utils/deprecated/escape_single_quotes.sql", "unique_id": "macro.dbt_utils.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt_utils') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.029142, "supported_languages": null}, "macro.dbt_utils.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/escape_single_quotes.sql", "original_file_path": "macros/cross_db_utils/deprecated/escape_single_quotes.sql", "unique_id": "macro.dbt_utils.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) %}\n {% do dbt_utils.xdb_deprecation_warning('escape_single_quotes', model.package_name, model.name) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.escape_single_quotes", "macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0293992, "supported_languages": null}, "macro.dbt_utils.right": {"name": "right", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/right.sql", "original_file_path": "macros/cross_db_utils/deprecated/right.sql", "unique_id": "macro.dbt_utils.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt_utils') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.02968, "supported_languages": null}, "macro.dbt_utils.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/right.sql", "original_file_path": "macros/cross_db_utils/deprecated/right.sql", "unique_id": "macro.dbt_utils.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) -%}\n {% do dbt_utils.xdb_deprecation_warning('right', model.package_name, model.name) %}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.right", "macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0300329, "supported_languages": null}, "macro.dbt_utils.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/listagg.sql", "original_file_path": "macros/cross_db_utils/deprecated/listagg.sql", "unique_id": "macro.dbt_utils.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt_utils') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.030408, "supported_languages": null}, "macro.dbt_utils.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/listagg.sql", "original_file_path": "macros/cross_db_utils/deprecated/listagg.sql", "unique_id": "macro.dbt_utils.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {% do dbt_utils.xdb_deprecation_warning('listagg', model.package_name, model.name) %}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.listagg", "macro.dbt_duckdb.duckdb__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.030752, "supported_languages": null}, "macro.dbt_utils.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datediff.sql", "original_file_path": "macros/cross_db_utils/deprecated/datediff.sql", "unique_id": "macro.dbt_utils.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt_utils')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0310552, "supported_languages": null}, "macro.dbt_utils.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datediff.sql", "original_file_path": "macros/cross_db_utils/deprecated/datediff.sql", "unique_id": "macro.dbt_utils.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) %}\n {% do dbt_utils.xdb_deprecation_warning('datediff', model.package_name, model.name) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.datediff", "macro.dbt_duckdb.duckdb__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.031351, "supported_languages": null}, "macro.dbt_utils.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/safe_cast.sql", "original_file_path": "macros/cross_db_utils/deprecated/safe_cast.sql", "unique_id": "macro.dbt_utils.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt_utils') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.031632, "supported_languages": null}, "macro.dbt_utils.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/safe_cast.sql", "original_file_path": "macros/cross_db_utils/deprecated/safe_cast.sql", "unique_id": "macro.dbt_utils.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {% do dbt_utils.xdb_deprecation_warning('safe_cast', model.package_name, model.name) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.safe_cast", "macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.031911, "supported_languages": null}, "macro.dbt_utils.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/hash.sql", "original_file_path": "macros/cross_db_utils/deprecated/hash.sql", "unique_id": "macro.dbt_utils.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt_utils') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.032167, "supported_languages": null}, "macro.dbt_utils.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/hash.sql", "original_file_path": "macros/cross_db_utils/deprecated/hash.sql", "unique_id": "macro.dbt_utils.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n {% do dbt_utils.xdb_deprecation_warning('hash', model.package_name, model.name) %}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.hash", "macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.032414, "supported_languages": null}, "macro.dbt_utils.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/cast_bool_to_text.sql", "original_file_path": "macros/cross_db_utils/deprecated/cast_bool_to_text.sql", "unique_id": "macro.dbt_utils.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt_utils') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.032655, "supported_languages": null}, "macro.dbt_utils.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/cast_bool_to_text.sql", "original_file_path": "macros/cross_db_utils/deprecated/cast_bool_to_text.sql", "unique_id": "macro.dbt_utils.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n {% do dbt_utils.xdb_deprecation_warning('cast_bool_to_text', model.package_name, model.name) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.cast_bool_to_text", "macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.032894, "supported_languages": null}, "macro.dbt_utils.identifier": {"name": "identifier", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/identifier.sql", "original_file_path": "macros/cross_db_utils/deprecated/identifier.sql", "unique_id": "macro.dbt_utils.identifier", "macro_sql": "{% macro identifier(value) %}\t\n {%- set error_message = '\n Warning: the `identifier` macro is no longer supported and will be deprecated in a future release of dbt-utils. \\\n Use `adapter.quote` instead. The {}.{} model triggered this warning. \\\n '.format(model.package_name, model.name) -%}\n {%- do exceptions.warn(error_message) -%}\n {{ return(adapter.dispatch('identifier', 'dbt_utils') (value)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__identifier"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0333078, "supported_languages": null}, "macro.dbt_utils.default__identifier": {"name": "default__identifier", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/identifier.sql", "original_file_path": "macros/cross_db_utils/deprecated/identifier.sql", "unique_id": "macro.dbt_utils.default__identifier", "macro_sql": "{% macro default__identifier(value) -%}\t\n \"{{ value }}\"\t\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.033407, "supported_languages": null}, "macro.dbt_utils.bigquery__identifier": {"name": "bigquery__identifier", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/identifier.sql", "original_file_path": "macros/cross_db_utils/deprecated/identifier.sql", "unique_id": "macro.dbt_utils.bigquery__identifier", "macro_sql": "{% macro bigquery__identifier(value) -%}\t\n `{{ value }}`\t\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0335, "supported_languages": null}, "macro.dbt_utils.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/any_value.sql", "original_file_path": "macros/cross_db_utils/deprecated/any_value.sql", "unique_id": "macro.dbt_utils.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt_utils') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.033756, "supported_languages": null}, "macro.dbt_utils.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/any_value.sql", "original_file_path": "macros/cross_db_utils/deprecated/any_value.sql", "unique_id": "macro.dbt_utils.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n {% do dbt_utils.xdb_deprecation_warning('any_value', model.package_name, model.name) %}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.any_value", "macro.dbt_duckdb.duckdb__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.034008, "supported_languages": null}, "macro.dbt_utils.position": {"name": "position", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/position.sql", "original_file_path": "macros/cross_db_utils/deprecated/position.sql", "unique_id": "macro.dbt_utils.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt_utils') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0342898, "supported_languages": null}, "macro.dbt_utils.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/position.sql", "original_file_path": "macros/cross_db_utils/deprecated/position.sql", "unique_id": "macro.dbt_utils.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) -%}\n {% do dbt_utils.xdb_deprecation_warning('position', model.package_name, model.name) %}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.position", "macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.034566, "supported_languages": null}, "macro.dbt_utils.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/literal.sql", "original_file_path": "macros/cross_db_utils/deprecated/literal.sql", "unique_id": "macro.dbt_utils.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt_utils') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.034824, "supported_languages": null}, "macro.dbt_utils.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/literal.sql", "original_file_path": "macros/cross_db_utils/deprecated/literal.sql", "unique_id": "macro.dbt_utils.default__string_literal", "macro_sql": "{%- macro default__string_literal(value) -%}\n {% do dbt_utils.xdb_deprecation_warning('string_literal', model.package_name, model.name) %}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.string_literal", "macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.035135, "supported_languages": null}, "macro.dbt_utils.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/bool_or.sql", "original_file_path": "macros/cross_db_utils/deprecated/bool_or.sql", "unique_id": "macro.dbt_utils.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt_utils') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.035392, "supported_languages": null}, "macro.dbt_utils.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/bool_or.sql", "original_file_path": "macros/cross_db_utils/deprecated/bool_or.sql", "unique_id": "macro.dbt_utils.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n {% do dbt_utils.xdb_deprecation_warning('bool_or', model.package_name, model.name) %}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.bool_or", "macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.035645, "supported_languages": null}, "macro.dbt_utils.xdb_deprecation_warning": {"name": "xdb_deprecation_warning", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/xdb_deprecation_warning.sql", "original_file_path": "macros/cross_db_utils/deprecated/xdb_deprecation_warning.sql", "unique_id": "macro.dbt_utils.xdb_deprecation_warning", "macro_sql": "{% macro xdb_deprecation_warning(macro, package, model) %}\n {% if execute %}\n {%- set error_message = \"Warning: the `\" ~ macro ~\"` macro is now provided in dbt Core. It is no longer available in dbt_utils and backwards compatibility will be removed in a future version of the package. Use `\" ~ macro ~ \"` (no prefix) instead. The \" ~ package ~ \".\" ~ model ~ \" model triggered this warning.\" -%}\n {%- do exceptions.warn(error_message) -%}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0360918, "supported_languages": null}, "macro.dbt_utils.xdb_deprecation_warning_without_replacement": {"name": "xdb_deprecation_warning_without_replacement", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/xdb_deprecation_warning.sql", "original_file_path": "macros/cross_db_utils/deprecated/xdb_deprecation_warning.sql", "unique_id": "macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro_sql": "{% macro xdb_deprecation_warning_without_replacement(macro, package, model) %}\n {% if execute %}\n {%- set error_message = \"Warning: the `\" ~ macro ~\"` macro is deprecated and will be removed in a future version of the package, once equivalent functionality is implemented in dbt Core. The \" ~ package ~ \".\" ~ model ~ \" model triggered this warning.\" -%}\n {%- do exceptions.warn(error_message) -%}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.036374, "supported_languages": null}, "macro.dbt_utils.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/last_day.sql", "original_file_path": "macros/cross_db_utils/deprecated/last_day.sql", "unique_id": "macro.dbt_utils.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt_utils') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0366652, "supported_languages": null}, "macro.dbt_utils.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/last_day.sql", "original_file_path": "macros/cross_db_utils/deprecated/last_day.sql", "unique_id": "macro.dbt_utils.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) %}\n {% do dbt_utils.xdb_deprecation_warning('last_day', model.package_name, model.name) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.last_day", "macro.dbt_duckdb.duckdb__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.036942, "supported_languages": null}, "macro.dbt_utils.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/split_part.sql", "original_file_path": "macros/cross_db_utils/deprecated/split_part.sql", "unique_id": "macro.dbt_utils.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt_utils') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.037249, "supported_languages": null}, "macro.dbt_utils.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/split_part.sql", "original_file_path": "macros/cross_db_utils/deprecated/split_part.sql", "unique_id": "macro.dbt_utils.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n {% do dbt_utils.xdb_deprecation_warning('split_part', model.package_name, model.name) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.split_part", "macro.dbt_duckdb.duckdb__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.037546, "supported_languages": null}, "macro.dbt_utils.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/date_trunc.sql", "original_file_path": "macros/cross_db_utils/deprecated/date_trunc.sql", "unique_id": "macro.dbt_utils.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt_utils') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.037822, "supported_languages": null}, "macro.dbt_utils.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/date_trunc.sql", "original_file_path": "macros/cross_db_utils/deprecated/date_trunc.sql", "unique_id": "macro.dbt_utils.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n {% do dbt_utils.xdb_deprecation_warning('date_trunc', model.package_name, model.name) %}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.date_trunc", "macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.038094, "supported_languages": null}, "macro.dbt_utils.get_period_boundaries": {"name": "get_period_boundaries", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/materializations/insert_by_period_materialization.sql", "original_file_path": "macros/materializations/insert_by_period_materialization.sql", "unique_id": "macro.dbt_utils.get_period_boundaries", "macro_sql": "{% macro get_period_boundaries(target_schema, target_table, timestamp_field, start_date, stop_date, period) -%}\n {{ return(adapter.dispatch('get_period_boundaries', 'dbt_utils')(target_schema, target_table, timestamp_field, start_date, stop_date, period)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_period_boundaries"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.039742, "supported_languages": null}, "macro.dbt_utils.default__get_period_boundaries": {"name": "default__get_period_boundaries", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/materializations/insert_by_period_materialization.sql", "original_file_path": "macros/materializations/insert_by_period_materialization.sql", "unique_id": "macro.dbt_utils.default__get_period_boundaries", "macro_sql": "{% macro default__get_period_boundaries(target_schema, target_table, timestamp_field, start_date, stop_date, period) -%}\n\n {% call statement('period_boundaries', fetch_result=True) -%}\n with data as (\n select\n coalesce(max(\"{{timestamp_field}}\"), '{{start_date}}')::timestamp as start_timestamp,\n coalesce(\n {{ dateadd('millisecond',\n -1,\n \"nullif('\" ~ stop_date ~ \"','')::timestamp\") }},\n {{ dbt_utils.current_timestamp() }}\n ) as stop_timestamp\n from \"{{target_schema}}\".\"{{target_table}}\"\n )\n\n select\n start_timestamp,\n stop_timestamp,\n {{ datediff('start_timestamp',\n 'stop_timestamp',\n period) }} + 1 as num_periods\n from data\n {%- endcall %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.dateadd", "macro.dbt_utils.current_timestamp", "macro.dbt_utils.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0402062, "supported_languages": null}, "macro.dbt_utils.get_period_sql": {"name": "get_period_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/materializations/insert_by_period_materialization.sql", "original_file_path": "macros/materializations/insert_by_period_materialization.sql", "unique_id": "macro.dbt_utils.get_period_sql", "macro_sql": "{% macro get_period_sql(target_cols_csv, sql, timestamp_field, period, start_timestamp, stop_timestamp, offset) -%}\n {{ return(adapter.dispatch('get_period_sql', 'dbt_utils')(target_cols_csv, sql, timestamp_field, period, start_timestamp, stop_timestamp, offset)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_period_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.040513, "supported_languages": null}, "macro.dbt_utils.default__get_period_sql": {"name": "default__get_period_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/materializations/insert_by_period_materialization.sql", "original_file_path": "macros/materializations/insert_by_period_materialization.sql", "unique_id": "macro.dbt_utils.default__get_period_sql", "macro_sql": "{% macro default__get_period_sql(target_cols_csv, sql, timestamp_field, period, start_timestamp, stop_timestamp, offset) -%}\n\n {%- set period_filter -%}\n (\"{{timestamp_field}}\" > '{{start_timestamp}}'::timestamp + interval '{{offset}} {{period}}' and\n \"{{timestamp_field}}\" <= '{{start_timestamp}}'::timestamp + interval '{{offset}} {{period}}' + interval '1 {{period}}' and\n \"{{timestamp_field}}\" < '{{stop_timestamp}}'::timestamp)\n {%- endset -%}\n\n {%- set filtered_sql = sql | replace(\"__PERIOD_FILTER__\", period_filter) -%}\n\n select\n {{target_cols_csv}}\n from (\n {{filtered_sql}}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.040961, "supported_languages": null}, "macro.dbt_utils.materialization_insert_by_period_default": {"name": "materialization_insert_by_period_default", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/materializations/insert_by_period_materialization.sql", "original_file_path": "macros/materializations/insert_by_period_materialization.sql", "unique_id": "macro.dbt_utils.materialization_insert_by_period_default", "macro_sql": "{% materialization insert_by_period, default -%}\n {%- set timestamp_field = config.require('timestamp_field') -%}\n {%- set start_date = config.require('start_date') -%}\n {%- set stop_date = config.get('stop_date') or '' -%}\n {%- set period = config.get('period') or 'week' -%}\n\n {%- set deprecation_warning = \"Warning: the `insert_by_period` materialization will be removed from dbt_utils in version 1.0.0. Install from dbt-labs/dbt-labs-experimental-features instead (see https://github.com/dbt-labs/dbt-utils/discussions/487). The \" ~ package ~ \".\" ~ model ~ \" model triggered this warning.\" -%}\n {%- do exceptions.warn(deprecation_warning) -%}\n\n {%- if sql.find('__PERIOD_FILTER__') == -1 -%}\n {%- set error_message -%}\n Model '{{ model.unique_id }}' does not include the required string '__PERIOD_FILTER__' in its sql\n {%- endset -%}\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n\n {%- set identifier = model['name'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, type='table') -%}\n\n {%- set non_destructive_mode = (flags.NON_DESTRUCTIVE == True) -%}\n {%- set full_refresh_mode = (flags.FULL_REFRESH == True) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n\n {%- set should_truncate = (non_destructive_mode and full_refresh_mode and exists_as_table) -%}\n {%- set should_drop = (not should_truncate and (full_refresh_mode or exists_not_as_table)) -%}\n {%- set force_create = (flags.FULL_REFRESH and not flags.NON_DESTRUCTIVE) -%}\n\n -- setup\n {% if old_relation is none -%}\n -- noop\n {%- elif should_truncate -%}\n {{adapter.truncate_relation(old_relation)}}\n {%- elif should_drop -%}\n {{adapter.drop_relation(old_relation)}}\n {%- set old_relation = none -%}\n {%- endif %}\n\n {{run_hooks(pre_hooks, inside_transaction=False)}}\n\n -- `begin` happens here, so `commit` after it to finish the transaction\n {{run_hooks(pre_hooks, inside_transaction=True)}}\n {% call statement() -%}\n begin; -- make extra sure we've closed out the transaction\n commit;\n {%- endcall %}\n\n -- build model\n {% if force_create or old_relation is none -%}\n {# Create an empty target table -#}\n {% call statement('main') -%}\n {%- set empty_sql = sql | replace(\"__PERIOD_FILTER__\", 'false') -%}\n {{create_table_as(False, target_relation, empty_sql)}}\n {%- endcall %}\n {%- endif %}\n\n {% set _ = dbt_utils.get_period_boundaries(schema,\n identifier,\n timestamp_field,\n start_date,\n stop_date,\n period) %}\n {%- set start_timestamp = load_result('period_boundaries')['data'][0][0] | string -%}\n {%- set stop_timestamp = load_result('period_boundaries')['data'][0][1] | string -%}\n {%- set num_periods = load_result('period_boundaries')['data'][0][2] | int -%}\n\n {% set target_columns = adapter.get_columns_in_relation(target_relation) %}\n {%- set target_cols_csv = target_columns | map(attribute='quoted') | join(', ') -%}\n {%- set loop_vars = {'sum_rows_inserted': 0} -%}\n\n -- commit each period as a separate transaction\n {% for i in range(num_periods) -%}\n {%- set msg = \"Running for \" ~ period ~ \" \" ~ (i + 1) ~ \" of \" ~ (num_periods) -%}\n {{ dbt_utils.log_info(msg) }}\n\n {%- set tmp_identifier = model['name'] ~ '__dbt_incremental_period' ~ i ~ '_tmp' -%}\n {%- set tmp_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, type='table') -%}\n {% call statement() -%}\n {% set tmp_table_sql = dbt_utils.get_period_sql(target_cols_csv,\n sql,\n timestamp_field,\n period,\n start_timestamp,\n stop_timestamp,\n i) %}\n {{dbt.create_table_as(True, tmp_relation, tmp_table_sql)}}\n {%- endcall %}\n\n {{adapter.expand_target_column_types(from_relation=tmp_relation,\n to_relation=target_relation)}}\n {%- set name = 'main-' ~ i -%}\n {% call statement(name, fetch_result=True) -%}\n insert into {{target_relation}} ({{target_cols_csv}})\n (\n select\n {{target_cols_csv}}\n from {{tmp_relation.include(schema=False)}}\n );\n {%- endcall %}\n {% set result = load_result('main-' ~ i) %}\n {% if 'response' in result.keys() %} {# added in v0.19.0 #}\n {% set rows_inserted = result['response']['rows_affected'] %}\n {% else %} {# older versions #}\n {% set rows_inserted = result['status'].split(\" \")[2] | int %}\n {% endif %}\n\n {%- set sum_rows_inserted = loop_vars['sum_rows_inserted'] + rows_inserted -%}\n {%- if loop_vars.update({'sum_rows_inserted': sum_rows_inserted}) %} {% endif -%}\n\n {%- set msg = \"Ran for \" ~ period ~ \" \" ~ (i + 1) ~ \" of \" ~ (num_periods) ~ \"; \" ~ rows_inserted ~ \" records inserted\" -%}\n {{ dbt_utils.log_info(msg) }}\n\n {%- endfor %}\n\n {% call statement() -%}\n begin;\n {%- endcall %}\n\n {{run_hooks(post_hooks, inside_transaction=True)}}\n\n {% call statement() -%}\n commit;\n {%- endcall %}\n\n {{run_hooks(post_hooks, inside_transaction=False)}}\n\n {%- set status_string = \"INSERT \" ~ loop_vars['sum_rows_inserted'] -%}\n\n {% call noop_statement('main', status_string) -%}\n -- no-op\n {%- endcall %}\n\n -- Return the relations created in this materialization\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt_utils.get_period_boundaries", "macro.dbt_utils.log_info", "macro.dbt_utils.get_period_sql", "macro.dbt.noop_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0457332, "supported_languages": ["sql"]}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.046069, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n split_part(\n split_part(\n replace(\n replace(\n replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.split_part", "macro.dbt_utils.replace", "macro.dbt.safe_cast", "macro.dbt_utils.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.046464, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0468009, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n replace(\n replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ position(\"'/'\", stripped_url) }}, 0),\n {{ position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n split_part(\n right(\n stripped_url,\n length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ safe_cast(\n parsed_path,\n type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.replace", "macro.dbt_utils.position", "macro.dbt_utils.split_part", "macro.dbt_utils.right", "macro.dbt_utils.length", "macro.dbt_utils.safe_cast", "macro.dbt_utils.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.047337, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.047626, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = split_part(split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.047905, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.048231, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model) %}\n\n{{ config(fail_calc = 'coalesce(row_count_delta, 0)') }}\n\nwith a as (\n\n select count(*) as count_our_model from {{ model }}\n\n),\nb as (\n\n select count(*) as count_comparison_model from {{ compare_model }}\n\n),\ncounts as (\n\n select\n count_our_model,\n count_comparison_model\n from a\n cross join b\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.04845, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.04879, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'coalesce(diff_count, 0)') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\nwith a as (\n\n select count(*) as count_a from {{ model }}\n\n),\nb as (\n\n select count(*) as count_b from {{ compare_model }}\n\n),\nfinal as (\n\n select\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n from a\n cross join b\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.049066, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0495229, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.049836, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0501702, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval) %}\n\n{% set threshold = dateadd(datepart, interval * -1, current_timestamp()) %}\n\nwith recency as (\n\n select max({{field}}) as most_recent\n from {{ model }}\n\n)\n\nselect\n\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.dateadd", "macro.dbt_utils.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.050459, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.050747, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name) %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.050907, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0513558, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.051853, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.052255, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.052611, "supported_languages": null}, "macro.dbt_utils.test_unique_where": {"name": "test_unique_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/test_unique_where.sql", "original_file_path": "macros/generic_tests/test_unique_where.sql", "unique_id": "macro.dbt_utils.test_unique_where", "macro_sql": "{% test unique_where(model, column_name) %}\r\n {%- set deprecation_warning = '\r\n Warning: `dbt_utils.unique_where` is no longer supported.\r\n Starting in dbt v0.20.0, the built-in `unique` test supports a `where` config.\r\n ' -%}\r\n {%- do exceptions.warn(deprecation_warning) -%}\r\n {{ return(adapter.dispatch('test_unique_where', 'dbt_utils')(model, column_name)) }}\r\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.052981, "supported_languages": null}, "macro.dbt_utils.default__test_unique_where": {"name": "default__test_unique_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/test_unique_where.sql", "original_file_path": "macros/generic_tests/test_unique_where.sql", "unique_id": "macro.dbt_utils.default__test_unique_where", "macro_sql": "{% macro default__test_unique_where(model, column_name) %}\r\n {{ return(test_unique(model, column_name)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0531359, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.053429, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name) %}\n\nselect *\nfrom (\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n count({{ column_name }}) as filler_column\n\n from {{ model }}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.053591, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.054016, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0546, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0549738, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.055279, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None, condition='1=1') %}\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name, condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.055686, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name, condition) %}\n\nwith meet_condition as (\n select * from {{ model }} where {{ condition }}\n)\n\nselect\n *\nfrom meet_condition\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.055951, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.056282, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\nwith validation as (\n select\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as numeric) as not_null_proportion\n from {{ model }}\n),\nvalidation_errors as (\n select\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.056751, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0571961, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\nwith windowed as (\n\n select\n {{ column_name }},\n lag({{ column_name }}) over (\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ type_timestamp() }})= cast({{ dateadd(datepart, interval, previous_column_name) }} as {{ type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt_utils.type_timestamp", "macro.dbt_utils.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.057804, "supported_languages": null}, "macro.dbt_utils.test_not_null_where": {"name": "test_not_null_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/test_not_null_where.sql", "original_file_path": "macros/generic_tests/test_not_null_where.sql", "unique_id": "macro.dbt_utils.test_not_null_where", "macro_sql": "{% test not_null_where(model, column_name) %}\r\n {%- set deprecation_warning = '\r\n Warning: `dbt_utils.not_null_where` is no longer supported.\r\n Starting in dbt v0.20.0, the built-in `not_null` test supports a `where` config.\r\n ' -%}\r\n {%- do exceptions.warn(deprecation_warning) -%}\r\n {{ return(adapter.dispatch('test_not_null_where', 'dbt_utils')(model, column_name)) }}\r\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.05818, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_where": {"name": "default__test_not_null_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/test_not_null_where.sql", "original_file_path": "macros/generic_tests/test_not_null_where.sql", "unique_id": "macro.dbt_utils.default__test_not_null_where", "macro_sql": "{% macro default__test_not_null_where(model, column_name) %}\r\n {{ return(test_not_null(model, column_name)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.058335, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0588381, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None) %}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{#-\nIf the compare_cols arg is provided, we can run this test without querying the\ninformation schema\u00a0\u2014 this allows the model to be an ephemeral model\n-#}\n\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model) | map(attribute='quoted') -%}\n{%- endif -%}\n\n{% set compare_cols_csv = compare_columns | join(', ') %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.05965, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.060509, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions nore cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0619159, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0621738, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.062331, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.062745, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.063006, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.063183, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0634198, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0635772, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0640268, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.064699, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.065195, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0657961, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.066012, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt_utils.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0663471, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.066628, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0669398, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0674071, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.068185, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.06863, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.069, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.069175, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.069643, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.070113, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.07089, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0712519, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.07151, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='') -%}\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0720809, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='') -%}\n {%- do dbt_utils._is_relation(from, 'star') -%}\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('*') }}\n {%- endif -%}\n\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\n\n {%- if cols|length <= 0 -%}\n {{- return('*') -}}\n {%- else -%}\n {%- for col in cols %}\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}{{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\n {%- if not loop.last %},{{ '\\n ' }}{% endif %}\n {%- endfor -%}\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.073044, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', table=none) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.073924, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', table=none) -%}\n\n {% if table %}\n {%- set error_message = '\n Warning: the `unpivot` macro no longer accepts a `table` parameter. \\\n This parameter will be deprecated in a future release of dbt-utils. Use the `relation` parameter instead. \\\n The {}.{} model triggered this warning. \\\n '.format(model.package_name, model.name) -%}\n {%- do exceptions.warn(error_message) -%}\n {% endif %}\n\n {% if relation and table %}\n {{ exceptions.raise_compiler_error(\"Error: both the `relation` and `table` parameters were provided to `unpivot` macro. Choose one only (we recommend `relation`).\") }}\n {% elif not relation and table %}\n {% set relation=table %}\n {% elif not relation and not table %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n select\n {%- for exclude_col in exclude %}\n {{ exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ type_string() }}) as {{ field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ cast_bool_to_text(col.column) }}\n {% else %}\n {{ col.column }}\n {% endif %}\n as {{ cast_to }}) as {{ value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.type_string", "macro.dbt_utils.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.075734, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0767791, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ string_literal(relation) }} as {{ type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.string_literal", "macro.dbt_utils.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.079552, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0798368, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.080065, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by=none, relation_alias=none) -%}\n\n {%- set error_message_group_by -%}\nWarning: the `group_by` parameter of the `deduplicate` macro is no longer supported and will be deprecated in a future release of dbt-utils.\nUse `partition_by` instead.\nThe {{ model.package_name }}.{{ model.name }} model triggered this warning.\n {%- endset -%}\n\n {% if kwargs.get('group_by') %}\n {%- do exceptions.warn(error_message_group_by) -%}\n {%- endif -%}\n\n {%- set error_message_order_by -%}\nWarning: `order_by` as an optional parameter of the `deduplicate` macro is no longer supported and will be deprecated in a future release of dbt-utils.\nSupply a non-null value for `order_by` instead.\nThe {{ model.package_name }}.{{ model.name }} model triggered this warning.\n {%- endset -%}\n\n {% if not order_by %}\n {%- do exceptions.warn(error_message_order_by) -%}\n {%- endif -%}\n\n {%- set error_message_alias -%}\nWarning: the `relation_alias` parameter of the `deduplicate` macro is no longer supported and will be deprecated in a future release of dbt-utils.\nIf you were using `relation_alias` to point to a CTE previously then you can now pass the alias directly to `relation` instead.\nThe {{ model.package_name }}.{{ model.name }} model triggered this warning.\n {%- endset -%}\n\n {% if relation_alias %}\n {%- do exceptions.warn(error_message_alias) -%}\n {%- endif -%}\n\n {% set partition_by = partition_by or kwargs.get('group_by') %}\n {% set relation = relation_alias or relation %}\n {% set order_by = order_by or \"'1'\" %}\n\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.081578, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.081793, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n {{ return(dbt_utils.default__deduplicate(relation, partition_by, order_by=order_by)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.08198, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0821571, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.082313, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.082471, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {# needed for safe_add to allow for non-keyword arguments see SO post #}\n {# https://stackoverflow.com/questions/13944751/args-kwargs-in-jinja2-macros #}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0829701, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- if varargs|length >= 1 or field_list is string %}\n\n{%- set error_message = '\nWarning: the `surrogate_key` macro now takes a single list argument instead of \\\nmultiple string arguments. Support for multiple string arguments will be \\\ndeprecated in a future release of dbt-utils. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{# first argument is not included in varargs, so add first element to field_list_xf #}\n{%- set field_list_xf = [field_list] -%}\n\n{%- for field in varargs %}\n{%- set _ = field_list_xf.append(field) -%}\n{%- endfor -%}\n\n{%- else -%}\n\n{# if using list, just set field_list_xf as field_list #}\n{%- set field_list_xf = field_list -%}\n\n{%- endif -%}\n\n\n{%- set fields = [] -%}\n\n{%- for field in field_list_xf -%}\n\n {%- set _ = fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ type_string() ~ \"), '')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- set _ = fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ hash(concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.type_string", "macro.dbt_utils.hash", "macro.dbt_utils.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.083816, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add() -%}\n {# needed for safe_add to allow for non-keyword arguments see SO post #}\n {# https://stackoverflow.com/questions/13944751/args-kwargs-in-jinja2-macros #}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(*varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.084179, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add() -%}\n\n{% set fields = [] %}\n\n{%- for field in varargs -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.084448, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.084745, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.085053, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.085738, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.08608, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0868008, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.087264, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.087998, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0894, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.090227, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.090996, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0914, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.092063, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.092684, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt_utils.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0931032, "supported_languages": null}, "macro.dbt_utils.redshift__width_bucket": {"name": "redshift__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.redshift__width_bucket", "macro_sql": "{% macro redshift__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is exactly at the bucket edge\n case\n when\n {{ dbt.safe_cast(expr, type_numeric() ) }} %\n {{ dbt.safe_cast(bin_size, type_numeric() ) }}\n = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt_utils.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.093517, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.093699, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.094035, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0945752, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.094867, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0949981, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.095129, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.095592, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.095847, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0964422, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0971782, "supported_languages": null}, "macro.audit_helper.compare_row_counts": {"name": "compare_row_counts", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_row_counts.sql", "original_file_path": "macros/compare_row_counts.sql", "unique_id": "macro.audit_helper.compare_row_counts", "macro_sql": "{% macro compare_row_counts(a_relation, b_relation) %}\n {{ return(adapter.dispatch('compare_row_counts', 'audit_helper')(a_relation, b_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_row_counts"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.097483, "supported_languages": null}, "macro.audit_helper.default__compare_row_counts": {"name": "default__compare_row_counts", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_row_counts.sql", "original_file_path": "macros/compare_row_counts.sql", "unique_id": "macro.audit_helper.default__compare_row_counts", "macro_sql": "{% macro default__compare_row_counts(a_relation, b_relation) %}\n\n select\n '{{ a_relation }}' as relation_name,\n count(*) as total_records\n from {{ a_relation }}\n\n union all\n\n select\n '{{ b_relation }}' as relation_name,\n count(*) as total_records\n from {{ b_relation }}\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.097656, "supported_languages": null}, "macro.audit_helper.compare_relations": {"name": "compare_relations", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relations.sql", "original_file_path": "macros/compare_relations.sql", "unique_id": "macro.audit_helper.compare_relations", "macro_sql": "{% macro compare_relations(a_relation, b_relation, exclude_columns=[], primary_key=None, summarize=true, limit=None) %}\n\n{% set column_names = dbt_utils.get_filtered_columns_in_relation(from=a_relation, except=exclude_columns) %}\n\n{% set column_selection %}\n\n {% for column_name in column_names %} \n {{ adapter.quote(column_name) }} \n {% if not loop.last %}\n , \n {% endif %} \n {% endfor %}\n\n{% endset %}\n\n{% set a_query %}\nselect\n\n {{ column_selection }}\n\nfrom {{ a_relation }}\n{% endset %}\n\n{% set b_query %}\nselect\n\n {{ column_selection }}\n\nfrom {{ b_relation }}\n{% endset %}\n\n{{ audit_helper.compare_queries(a_query, b_query, primary_key, summarize, limit) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_filtered_columns_in_relation", "macro.audit_helper.compare_queries"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.09852, "supported_languages": null}, "macro.audit_helper.compare_all_columns": {"name": "compare_all_columns", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_all_columns.sql", "original_file_path": "macros/compare_all_columns.sql", "unique_id": "macro.audit_helper.compare_all_columns", "macro_sql": "{% macro compare_all_columns( a_relation, b_relation, primary_key, exclude_columns=[],summarize=true ) -%}\n {{ return(adapter.dispatch('compare_all_columns', 'audit_helper')( a_relation, b_relation, primary_key, exclude_columns, summarize )) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_all_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0991418, "supported_languages": null}, "macro.audit_helper.default__compare_all_columns": {"name": "default__compare_all_columns", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_all_columns.sql", "original_file_path": "macros/compare_all_columns.sql", "unique_id": "macro.audit_helper.default__compare_all_columns", "macro_sql": "{% macro default__compare_all_columns( a_relation, b_relation, primary_key, exclude_columns=[], summarize=true ) -%}\n\n {% set column_names = dbt_utils.get_filtered_columns_in_relation(from=a_relation, except=exclude_columns) %}\n\n {# We explictly select the primary_key and rename to support any sql as the primary_key -\n a column or concatenated columns. this assumes that a_relation and b_relation do not already \n have a field named dbt_audit_helper_pk #}\n\n {% set a_query %} \n select\n *,\n {{ primary_key }} as dbt_audit_helper_pk\n from {{ a_relation }}\n {% endset %}\n\n {% set b_query %}\n select\n *,\n {{ primary_key }} as dbt_audit_helper_pk\n from {{ b_relation }}\n {% endset %}\n\n {% for column_name in column_names %}\n\n {% set audit_query = audit_helper.compare_column_values_verbose(\n a_query=a_query,\n b_query=b_query,\n primary_key=\"dbt_audit_helper_pk\",\n column_to_compare=column_name\n ) %}\n\n /* Create a query combining results from all columns so that the user, or the \n test suite, can examine all at once.\n */\n \n {% if loop.first %}\n\n /* Create a CTE that wraps all the unioned subqueries that are created\n in this for loop\n */\n with main as ( \n\n {% endif %}\n\n /* There will be one audit_query subquery for each column\n */\n ( {{ audit_query }} )\n\n {% if not loop.last %}\n\n union all\n\n {% else %}\n\n ), \n \n {%- if summarize %}\n\n final as (\n select\n upper(column_name) as column_name,\n sum(case when perfect_match then 1 else 0 end) as perfect_match,\n sum(case when null_in_a then 1 else 0 end) as null_in_a,\n sum(case when null_in_b then 1 else 0 end) as null_in_b,\n sum(case when missing_from_a then 1 else 0 end) as missing_from_a,\n sum(case when missing_from_b then 1 else 0 end) as missing_from_b,\n sum(case when conflicting_values then 1 else 0 end) as conflicting_values\n from main\n group by 1\n order by column_name\n )\n\n {%- else %}\n\n final as (\n select\n primary_key, \n upper(column_name) as column_name,\n perfect_match,\n null_in_a,\n null_in_b,\n missing_from_a,\n missing_from_b,\n conflicting_values\n from main \n order by primary_key\n )\n\n {%- endif %}\n\n select * from final\n \n {% endif %}\n\n {% endfor %}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_filtered_columns_in_relation", "macro.audit_helper.compare_column_values_verbose"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0999942, "supported_languages": null}, "macro.audit_helper.compare_which_columns_differ": {"name": "compare_which_columns_differ", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_which_columns_differ.sql", "original_file_path": "macros/compare_which_columns_differ.sql", "unique_id": "macro.audit_helper.compare_which_columns_differ", "macro_sql": "{% macro compare_which_columns_differ(a_relation, b_relation, primary_key, exclude_columns=[]) %}\n {{ return(adapter.dispatch('compare_which_columns_differ', 'audit_helper')(a_relation, b_relation, primary_key, exclude_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_which_columns_differ"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.100516, "supported_languages": null}, "macro.audit_helper.default__compare_which_columns_differ": {"name": "default__compare_which_columns_differ", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_which_columns_differ.sql", "original_file_path": "macros/compare_which_columns_differ.sql", "unique_id": "macro.audit_helper.default__compare_which_columns_differ", "macro_sql": "{% macro default__compare_which_columns_differ(a_relation, b_relation, primary_key, exclude_columns=[]) %} \n\n{% set column_names = dbt_utils.get_filtered_columns_in_relation(from=a_relation, except=exclude_columns) %}\n\nwith bool_or as (\n\n select \n true as anchor\n {% for column in column_names %}\n {% set column_name = adapter.quote(column) %}\n {% set compare_statement %}\n ((a.{{ column_name }} != b.{{ column_name }})\n or (a.{{ column_name }} is null and b.{{ column_name }} is not null)\n or (a.{{ column_name }} is not null and b.{{ column_name }} is null))\n {% endset %}\n \n , {{ dbt.bool_or(compare_statement) }} as {{ column | lower }}_has_difference\n \n {% endfor %}\n from {{ a_relation }} as a\n inner join {{ b_relation }} as b\n on a.{{ primary_key }} = b.{{ primary_key }}\n\n)\n\n{% for column in column_names %}\n \n select \n '{{ column }}' as column_name, \n {{ column | lower }}_has_difference as has_difference\n \n from bool_or\n\n {% if not loop.last %}\n \n union all \n\n {% endif %}\n\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_filtered_columns_in_relation", "macro.dbt.bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.101295, "supported_languages": null}, "macro.audit_helper.compare_column_values_verbose": {"name": "compare_column_values_verbose", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_column_values_verbose.sql", "original_file_path": "macros/compare_column_values_verbose.sql", "unique_id": "macro.audit_helper.compare_column_values_verbose", "macro_sql": "{% macro compare_column_values_verbose(a_query, b_query, primary_key, column_to_compare) -%}\n {{ return(adapter.dispatch('compare_column_values_verbose', 'audit_helper')(a_query, b_query, primary_key, column_to_compare)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_column_values_verbose"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.101867, "supported_languages": null}, "macro.audit_helper.default__compare_column_values_verbose": {"name": "default__compare_column_values_verbose", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_column_values_verbose.sql", "original_file_path": "macros/compare_column_values_verbose.sql", "unique_id": "macro.audit_helper.default__compare_column_values_verbose", "macro_sql": "{% macro default__compare_column_values_verbose(a_query, b_query, primary_key, column_to_compare) -%}\nwith a_query as (\n {{ a_query }}\n),\n\nb_query as (\n {{ b_query }}\n)\n select\n coalesce(a_query.{{ primary_key }}, b_query.{{ primary_key }}) as primary_key,\n\n {% if target.name == 'postgres' or target.name == 'redshift' %}\n '{{ column_to_compare }}'::text as column_name,\n {% else %}\n '{{ column_to_compare }}' as column_name,\n {% endif %}\n\n coalesce(\n a_query.{{ column_to_compare }} = b_query.{{ column_to_compare }} and \n a_query.{{ primary_key }} is not null and b_query.{{ primary_key }} is not null,\n (a_query.{{ column_to_compare }} is null and b_query.{{ column_to_compare }} is null),\n false\n ) as perfect_match,\n a_query.{{ column_to_compare }} is null and a_query.{{ primary_key }} is not null as null_in_a,\n b_query.{{ column_to_compare }} is null and b_query.{{ primary_key }} is not null as null_in_b,\n a_query.{{ primary_key }} is null as missing_from_a,\n b_query.{{ primary_key }} is null as missing_from_b,\n coalesce(\n a_query.{{ primary_key }} is not null and b_query.{{ primary_key }} is not null and \n -- ensure that neither value is missing before considering it a conflict\n (\n a_query.{{ column_to_compare }} != b_query.{{ column_to_compare }} or -- two not-null values that do not match\n (a_query.{{ column_to_compare }} is not null and b_query.{{ column_to_compare }} is null) or -- null in b and not null in a\n (a_query.{{ column_to_compare }} is null and b_query.{{ column_to_compare }} is not null) -- null in a and not null in b\n ), \n false\n ) as conflicting_values\n -- considered a conflict if the values do not match AND at least one of the values is not null.\n\n from a_query\n\n full outer join b_query on (a_query.{{ primary_key }} = b_query.{{ primary_key }})\n\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1026402, "supported_languages": null}, "macro.audit_helper.compare_column_values": {"name": "compare_column_values", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_column_values.sql", "original_file_path": "macros/compare_column_values.sql", "unique_id": "macro.audit_helper.compare_column_values", "macro_sql": "{% macro compare_column_values(a_query, b_query, primary_key, column_to_compare, emojis=True, a_relation_name='a', b_relation_name='b') -%}\n {{ return(adapter.dispatch('compare_column_values', 'audit_helper')(a_query, b_query, primary_key, column_to_compare, emojis, a_relation_name, b_relation_name)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1034439, "supported_languages": null}, "macro.audit_helper.default__compare_column_values": {"name": "default__compare_column_values", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_column_values.sql", "original_file_path": "macros/compare_column_values.sql", "unique_id": "macro.audit_helper.default__compare_column_values", "macro_sql": "{% macro default__compare_column_values(a_query, b_query, primary_key, column_to_compare, emojis, a_relation_name, b_relation_name) -%}\nwith a_query as (\n {{ a_query }}\n),\n\nb_query as (\n {{ b_query }}\n),\n\njoined as (\n select\n coalesce(a_query.{{ primary_key }}, b_query.{{ primary_key }}) as {{ primary_key }},\n a_query.{{ column_to_compare }} as a_query_value,\n b_query.{{ column_to_compare }} as b_query_value,\n case\n when a_query.{{ column_to_compare }} = b_query.{{ column_to_compare }} then '{% if emojis %}\u2705: {% endif %}perfect match'\n when a_query.{{ column_to_compare }} is null and b_query.{{ column_to_compare }} is null then '{% if emojis %}\u2705: {% endif %}both are null'\n when a_query.{{ primary_key }} is null then '{% if emojis %}\ud83e\udd37: {% endif %}missing from {{ a_relation_name }}'\n when b_query.{{ primary_key }} is null then '{% if emojis %}\ud83e\udd37: {% endif %}missing from {{ b_relation_name }}'\n when a_query.{{ column_to_compare }} is null then '{% if emojis %}\ud83e\udd37: {% endif %}value is null in {{ a_relation_name }} only'\n when b_query.{{ column_to_compare }} is null then '{% if emojis %}\ud83e\udd37: {% endif %}value is null in {{ b_relation_name }} only'\n when a_query.{{ column_to_compare }} != b_query.{{ column_to_compare }} then '{% if emojis %}\u274c: {% endif %}\u200dvalues do not match'\n else 'unknown' -- this should never happen\n end as match_status,\n case\n when a_query.{{ column_to_compare }} = b_query.{{ column_to_compare }} then 0\n when a_query.{{ column_to_compare }} is null and b_query.{{ column_to_compare }} is null then 1\n when a_query.{{ primary_key }} is null then 2\n when b_query.{{ primary_key }} is null then 3\n when a_query.{{ column_to_compare }} is null then 4\n when b_query.{{ column_to_compare }} is null then 5\n when a_query.{{ column_to_compare }} != b_query.{{ column_to_compare }} then 6\n else 7 -- this should never happen\n end as match_order\n\n from a_query\n\n full outer join b_query on a_query.{{ primary_key }} = b_query.{{ primary_key }}\n),\n\naggregated as (\n select\n '{{ column_to_compare }}' as column_name,\n match_status,\n match_order,\n count(*) as count_records\n from joined\n\n group by column_name, match_status, match_order\n)\n\nselect\n column_name,\n match_status,\n count_records,\n round(100.0 * count_records / sum(count_records) over (), 2) as percent_of_total\n\nfrom aggregated\n\norder by match_order\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.104543, "supported_languages": null}, "macro.audit_helper.compare_queries": {"name": "compare_queries", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_queries.sql", "original_file_path": "macros/compare_queries.sql", "unique_id": "macro.audit_helper.compare_queries", "macro_sql": "{% macro compare_queries(a_query, b_query, primary_key=None, summarize=true, limit=None) -%}\n {{ return(adapter.dispatch('compare_queries', 'audit_helper')(a_query, b_query, primary_key, summarize, limit)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_queries"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.105035, "supported_languages": null}, "macro.audit_helper.default__compare_queries": {"name": "default__compare_queries", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_queries.sql", "original_file_path": "macros/compare_queries.sql", "unique_id": "macro.audit_helper.default__compare_queries", "macro_sql": "{% macro default__compare_queries(a_query, b_query, primary_key=None, summarize=true, limit=None) %}\n\nwith a as (\n\n {{ a_query }}\n\n),\n\nb as (\n\n {{ b_query }}\n\n),\n\na_intersect_b as (\n\n select * from a\n {{ dbt.intersect() }}\n select * from b\n\n),\n\na_except_b as (\n\n select * from a\n {{ dbt.except() }}\n select * from b\n\n),\n\nb_except_a as (\n\n select * from b\n {{ dbt.except() }}\n select * from a\n\n),\n\nall_records as (\n\n select\n *,\n true as in_a,\n true as in_b\n from a_intersect_b\n\n union all\n\n select\n *,\n true as in_a,\n false as in_b\n from a_except_b\n\n union all\n\n select\n *,\n false as in_a,\n true as in_b\n from b_except_a\n\n),\n\n{%- if summarize %}\n\nsummary_stats as (\n\n select\n\n in_a,\n in_b,\n count(*) as count\n\n from all_records\n group by 1, 2\n\n),\n\nfinal as (\n\n select\n\n *,\n round(100.0 * count / sum(count) over (), 2) as percent_of_total\n\n from summary_stats\n order by in_a desc, in_b desc\n\n)\n\n{%- else %}\n\nfinal as (\n \n select * from all_records\n where not (in_a and in_b)\n order by {{ primary_key ~ \", \" if primary_key is not none }} in_a desc, in_b desc\n\n)\n\n{%- endif %}\n\nselect * from final\n{%- if limit and not summarize %}\nlimit {{ limit }}\n{%- endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.intersect", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.105578, "supported_languages": null}, "macro.audit_helper.compare_relation_columns": {"name": "compare_relation_columns", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.compare_relation_columns", "macro_sql": "{% macro compare_relation_columns(a_relation, b_relation) %}\n {{ return(adapter.dispatch('compare_relation_columns', 'audit_helper')(a_relation, b_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_relation_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.106255, "supported_languages": null}, "macro.audit_helper.default__compare_relation_columns": {"name": "default__compare_relation_columns", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.default__compare_relation_columns", "macro_sql": "{% macro default__compare_relation_columns(a_relation, b_relation) %}\n\nwith a_cols as (\n {{ audit_helper.get_columns_in_relation_sql(a_relation) }}\n),\n\nb_cols as (\n {{ audit_helper.get_columns_in_relation_sql(b_relation) }}\n)\n\nselect\n column_name,\n a_cols.ordinal_position as a_ordinal_position,\n b_cols.ordinal_position as b_ordinal_position,\n a_cols.data_type as a_data_type,\n b_cols.data_type as b_data_type,\n coalesce(a_cols.ordinal_position = b_cols.ordinal_position, false) as has_ordinal_position_match,\n coalesce(a_cols.data_type = b_cols.data_type, false) as has_data_type_match,\n a_cols.data_type is not null and b_cols.data_type is null as in_a_only,\n b_cols.data_type is not null and a_cols.data_type is null as in_b_only,\n b_cols.data_type is not null and a_cols.data_type is not null as in_both\nfrom a_cols\nfull outer join b_cols using (column_name)\norder by coalesce(a_cols.ordinal_position, b_cols.ordinal_position)\n\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.get_columns_in_relation_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.106473, "supported_languages": null}, "macro.audit_helper.get_columns_in_relation_sql": {"name": "get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.get_columns_in_relation_sql", "macro_sql": "{% macro get_columns_in_relation_sql(relation) %}\n\n{{ adapter.dispatch('get_columns_in_relation_sql', 'audit_helper')(relation) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__get_columns_in_relation_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.106626, "supported_languages": null}, "macro.audit_helper.default__get_columns_in_relation_sql": {"name": "default__get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.default__get_columns_in_relation_sql", "macro_sql": "{% macro default__get_columns_in_relation_sql(relation) %}\n \n {% set columns = adapter.get_columns_in_relation(relation) %}\n {% for column in columns %}\n select \n {{ dbt.string_literal(column.name) }} as column_name, \n {{ loop.index }} as ordinal_position,\n {{ dbt.string_literal(column.data_type) }} as data_type\n\n {% if not loop.last -%}\n union all \n {%- endif %}\n {% endfor %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1072278, "supported_languages": null}, "macro.audit_helper.redshift__get_columns_in_relation_sql": {"name": "redshift__get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.redshift__get_columns_in_relation_sql", "macro_sql": "{% macro redshift__get_columns_in_relation_sql(relation) %}\n {# You can't store the results of an info schema query to a table/view in Redshift, because the data only lives on the leader node #}\n {{ return (audit_helper.default__get_columns_in_relation_sql(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__get_columns_in_relation_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.107383, "supported_languages": null}, "macro.audit_helper.snowflake__get_columns_in_relation_sql": {"name": "snowflake__get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.snowflake__get_columns_in_relation_sql", "macro_sql": "{% macro snowflake__get_columns_in_relation_sql(relation) %}\n{#-\nFrom: https://github.com/dbt-labs/dbt/blob/dev/louisa-may-alcott/plugins/snowflake/dbt/include/snowflake/macros/adapters.sql#L48\nEdited to include ordinal_position\n-#}\n select\n ordinal_position,\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from\n {{ relation.information_schema('columns') }}\n\n where table_name ilike '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema ilike '{{ relation.schema }}'\n {% endif %}\n {% if relation.database %}\n and table_catalog ilike '{{ relation.database }}'\n {% endif %}\n order by ordinal_position\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.information_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.107699, "supported_languages": null}, "macro.audit_helper.postgres__get_columns_in_relation_sql": {"name": "postgres__get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.postgres__get_columns_in_relation_sql", "macro_sql": "{% macro postgres__get_columns_in_relation_sql(relation) %}\n{#-\nFrom: https://github.com/dbt-labs/dbt/blob/23484b18b71010f701b5312f920f04529ceaa6b2/plugins/postgres/dbt/include/postgres/macros/adapters.sql#L32\nEdited to include ordinal_position\n-#}\n select\n ordinal_position,\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.information_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1079412, "supported_languages": null}, "macro.audit_helper.bigquery__get_columns_in_relation_sql": {"name": "bigquery__get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.bigquery__get_columns_in_relation_sql", "macro_sql": "{% macro bigquery__get_columns_in_relation_sql(relation) %}\n\n select\n ordinal_position,\n column_name,\n data_type\n\n from `{{ relation.database }}`.`{{ relation.schema }}`.INFORMATION_SCHEMA.COLUMNS\n where table_name = '{{ relation.identifier }}'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1081011, "supported_languages": null}, "macro.dbt_profiler.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch(\"type_string\", macro_namespace=\"dbt_profiler\")()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1089659, "supported_languages": null}, "macro.dbt_profiler.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__type_string", "macro_sql": "{%- macro default__type_string() -%}\n varchar\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.10904, "supported_languages": null}, "macro.dbt_profiler.bigquery__type_string": {"name": "bigquery__type_string", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.bigquery__type_string", "macro_sql": "{%- macro bigquery__type_string() -%}\n string\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.109108, "supported_languages": null}, "macro.dbt_profiler.databricks__type_string": {"name": "databricks__type_string", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.databricks__type_string", "macro_sql": "{%- macro databricks__type_string() -%}\n string\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.109178, "supported_languages": null}, "macro.dbt_profiler.is_numeric_dtype": {"name": "is_numeric_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.is_numeric_dtype", "macro_sql": "\n\n{%- macro is_numeric_dtype(dtype) -%}\n {{ return(adapter.dispatch(\"is_numeric_dtype\", macro_namespace=\"dbt_profiler\")(dtype)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__is_numeric_dtype"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.109347, "supported_languages": null}, "macro.dbt_profiler.default__is_numeric_dtype": {"name": "default__is_numeric_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__is_numeric_dtype", "macro_sql": "{%- macro default__is_numeric_dtype(dtype) -%}\n {% set is_numeric = dtype.startswith(\"int\") or dtype.startswith(\"float\") or \"numeric\" in dtype or \"number\" in dtype or \"double\" in dtype or \"bigint\" in dtype %}\n {% do return(is_numeric) %}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.109662, "supported_languages": null}, "macro.dbt_profiler.sqlserver__is_numeric_dtype": {"name": "sqlserver__is_numeric_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.sqlserver__is_numeric_dtype", "macro_sql": "{%- macro sqlserver__is_numeric_dtype(dtype) -%}\n {% set is_numeric = dtype in [\"decimal\", \"numeric\", \"bigint\" \"numeric\", \"smallint\", \"decimal\", \"int\", \"tinyint\", \"money\", \"float\", \"real\"] %}\n {% do return(is_numeric) %}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1099572, "supported_languages": null}, "macro.dbt_profiler.is_logical_dtype": {"name": "is_logical_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.is_logical_dtype", "macro_sql": "\n\n{%- macro is_logical_dtype(dtype) -%}\n {{ return(adapter.dispatch(\"is_logical_dtype\", macro_namespace=\"dbt_profiler\")(dtype)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__is_logical_dtype"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.110136, "supported_languages": null}, "macro.dbt_profiler.default__is_logical_dtype": {"name": "default__is_logical_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__is_logical_dtype", "macro_sql": "{%- macro default__is_logical_dtype(dtype) -%}\n {% set is_bool = dtype.startswith(\"bool\") %}\n {% do return(is_bool) %}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.110313, "supported_languages": null}, "macro.dbt_profiler.is_date_or_time_dtype": {"name": "is_date_or_time_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.is_date_or_time_dtype", "macro_sql": "\n\n{%- macro is_date_or_time_dtype(dtype) -%}\n {{ return(adapter.dispatch(\"is_date_or_time_dtype\", macro_namespace=\"dbt_profiler\")(dtype)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__is_date_or_time_dtype"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1104882, "supported_languages": null}, "macro.dbt_profiler.default__is_date_or_time_dtype": {"name": "default__is_date_or_time_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__is_date_or_time_dtype", "macro_sql": "{%- macro default__is_date_or_time_dtype(dtype) -%}\n {% set is_date_or_time = dtype.startswith(\"timestamp\") or dtype.startswith(\"date\") %}\n {% do return(is_date_or_time) %}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.110703, "supported_languages": null}, "macro.dbt_profiler.is_struct_dtype": {"name": "is_struct_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.is_struct_dtype", "macro_sql": "\n\n{%- macro is_struct_dtype(dtype) -%}\n {{ return(adapter.dispatch(\"is_struct_dtype\", macro_namespace=\"dbt_profiler\")(dtype)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__is_struct_dtype"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.110877, "supported_languages": null}, "macro.dbt_profiler.default__is_struct_dtype": {"name": "default__is_struct_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__is_struct_dtype", "macro_sql": "{%- macro default__is_struct_dtype(dtype) -%}\n {% do return((dtype | lower).startswith('struct')) %}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1110342, "supported_languages": null}, "macro.dbt_profiler.information_schema": {"name": "information_schema", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.information_schema", "macro_sql": "\n\n{%- macro information_schema(relation) -%}\n {{ return(adapter.dispatch(\"information_schema\", macro_namespace=\"dbt_profiler\")(relation)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__information_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.111207, "supported_languages": null}, "macro.dbt_profiler.default__information_schema": {"name": "default__information_schema", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__information_schema", "macro_sql": "{%- macro default__information_schema(relation) -%}\n {{ relation.information_schema() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.information_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1113129, "supported_languages": null}, "macro.dbt_profiler.bigquery__information_schema": {"name": "bigquery__information_schema", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.bigquery__information_schema", "macro_sql": "{%- macro bigquery__information_schema(relation) -%}\n {{ adapter.quote(relation.database) }}.{{ adapter.quote(relation.schema) }}.INFORMATION_SCHEMA\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.111559, "supported_languages": null}, "macro.dbt_profiler.select_from_information_schema_columns": {"name": "select_from_information_schema_columns", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.select_from_information_schema_columns", "macro_sql": "\n\n{%- macro select_from_information_schema_columns(relation) -%}\n {{ return(adapter.dispatch(\"select_from_information_schema_columns\", macro_namespace=\"dbt_profiler\")(relation)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__select_from_information_schema_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.111734, "supported_languages": null}, "macro.dbt_profiler.default__select_from_information_schema_columns": {"name": "default__select_from_information_schema_columns", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__select_from_information_schema_columns", "macro_sql": "{%- macro default__select_from_information_schema_columns(relation) -%}\n select\n *\n from {{ dbt_profiler.information_schema(relation) }}.COLUMNS\n where lower(table_schema) = lower('{{ relation.schema }}') \n and lower(table_name) = lower('{{ relation.identifier }}')\n order by ordinal_position asc\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.information_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.111915, "supported_languages": null}, "macro.dbt_profiler.redshift__select_from_information_schema_columns": {"name": "redshift__select_from_information_schema_columns", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.redshift__select_from_information_schema_columns", "macro_sql": "{%- macro redshift__select_from_information_schema_columns(relation) -%}\n select\n attr.attname::varchar as column_name,\n type.typname::varchar as data_type,\n class.relname::varchar as table_name,\n namespace.nspname::varchar as table_schema\n from pg_catalog.pg_attribute as attr\n join pg_catalog.pg_type as type on (attr.atttypid = type.oid)\n join pg_catalog.pg_class as class on (attr.attrelid = class.oid)\n join pg_catalog.pg_namespace as namespace on (class.relnamespace = namespace.oid)\n where lower(table_schema) = lower('{{ relation.schema }}') \n and lower(table_name) = lower('{{ relation.identifier }}')\n and attr.attnum > 0\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.112076, "supported_languages": null}, "macro.dbt_profiler.get_relation": {"name": "get_relation", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/relation.sql", "original_file_path": "macros/relation.sql", "unique_id": "macro.dbt_profiler.get_relation", "macro_sql": "{% macro get_relation(relation=none, relation_name=none, schema=none, database=none) %}\n\n{% if relation is none and relation_name is none %}\n {{ exceptions.raise_compiler_error(\"Either relation or relation_name must be specified.\") }}\n{% endif %}\n\n{% if relation is none %}\n {% if schema is none %}\n {% set schema = target.schema %}\n {% endif %}\n\n {% if database is none %}\n {% set database = target.database %}\n {% endif %}\n\n {{ log(\"Get relation %s (database=%s, schema=%s)\" | format(adapter.quote(relation_name), adapter.quote(database), adapter.quote(schema)), info=False) }}\n\n {%- \n set relation = adapter.get_relation(\n database=database,\n schema=schema,\n identifier=relation_name\n ) \n -%}\n {% if relation is none %}\n {{ exceptions.raise_compiler_error(\"Relation \" ~ adapter.quote(relation_name) ~ \" does not exist or not authorized.\") }}\n {% endif %}\n{% endif %}\n\n{% do return(relation) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.113319, "supported_languages": null}, "macro.dbt_profiler.assert_relation_exists": {"name": "assert_relation_exists", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/relation.sql", "original_file_path": "macros/relation.sql", "unique_id": "macro.dbt_profiler.assert_relation_exists", "macro_sql": "\n\n{%- macro assert_relation_exists(relation) -%}\n {{ return(adapter.dispatch(\"assert_relation_exists\", macro_namespace=\"dbt_profiler\")(relation)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__assert_relation_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.113506, "supported_languages": null}, "macro.dbt_profiler.default__assert_relation_exists": {"name": "default__assert_relation_exists", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/relation.sql", "original_file_path": "macros/relation.sql", "unique_id": "macro.dbt_profiler.default__assert_relation_exists", "macro_sql": "{% macro default__assert_relation_exists(relation) %}\n\n{% do run_query(\"select * from \" ~ relation ~ \" limit 0\") %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.113652, "supported_languages": null}, "macro.dbt_profiler.sqlserver__assert_relation_exists": {"name": "sqlserver__assert_relation_exists", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/relation.sql", "original_file_path": "macros/relation.sql", "unique_id": "macro.dbt_profiler.sqlserver__assert_relation_exists", "macro_sql": "{% macro sqlserver__assert_relation_exists(relation) %}\n\n{% do run_query(\"select top(0) * from \" ~ relation ~ \"\") %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1137931, "supported_languages": null}, "macro.dbt_profiler.print_profile": {"name": "print_profile", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/print_profile.sql", "original_file_path": "macros/print_profile.sql", "unique_id": "macro.dbt_profiler.print_profile", "macro_sql": "{% macro print_profile(relation=none, relation_name=none, schema=none, database=none, exclude_measures=[], include_columns=[], exclude_columns=[], max_rows=none, max_columns=13, max_column_width=30, max_precision=none, where_clause=none) %}\n\n{%- set results = dbt_profiler.get_profile_table(relation=relation, relation_name=relation_name, schema=schema, database=database, exclude_measures=exclude_measures, include_columns=include_columns, exclude_columns=exclude_columns, where_clause=where_clause) -%}\n\n{% if execute %}\n {% do results.print_table(max_rows=max_rows, max_columns=max_columns, max_column_width=max_column_width, max_precision=max_precision) %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.get_profile_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.114509, "supported_languages": null}, "macro.dbt_profiler.print_profile_docs": {"name": "print_profile_docs", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/print_profile_docs.sql", "original_file_path": "macros/print_profile_docs.sql", "unique_id": "macro.dbt_profiler.print_profile_docs", "macro_sql": "{% macro print_profile_docs(relation=none, relation_name=none, docs_name=none, schema=none, database=none, exclude_measures=[], include_columns=[], exclude_columns=[], max_rows=none, max_columns=13, max_column_width=30, max_precision=none, where_clause=none) %}\n\n{% if execute %}\n\n {%- set results = dbt_profiler.get_profile_table(relation=relation, relation_name=relation_name, schema=schema, database=database, exclude_measures=exclude_measures, include_columns=include_columns, exclude_columns=exclude_columns, where_clause=where_clause) -%}\n \n {% if docs_name is none %}\n {% set docs_name = 'dbt_profiler__' + relation_name %}\n {% endif %}\n \n {%- set startdocs = '{% docs ' ~ docs_name ~ ' %}' -%}\n {%- set enddocs = '{% enddocs %}' -%}\n \n {# Check if macro is called in dbt Cloud? #}\n {%- if flags.WHICH == 'rpc' -%}\n {%- set is_dbt_cloud = true -%}\n {%- else -%}\n {%- set is_dbt_cloud = false -%}\n {%- endif -%}\n \n {% if not is_dbt_cloud %}\n \n {{ print(startdocs) }}\n {% do results.print_table(max_rows=max_rows, max_columns=max_columns, max_column_width=max_column_width, max_precision=max_precision) %}\n {{ print(enddocs) }}\n \n {% else %}\n \n {%- set profile_docs=[] -%}\n {% do profile_docs.append(startdocs) -%}\n {% do profile_docs.append('') %}\n \n {# Get header from column names #}\n {%- set headers = results.column_names -%}\n {%- set header = [] -%}\n {%- set horizontal_line = [] -%}\n \n {% for i in range(0,headers|length) %}\n {% do header.append(headers[i]) %}\n {% do horizontal_line.append('---') %}\n {% endfor %}\n {% do profile_docs.append('| ' ~ header|join(' | ') ~ ' |') %}\n {% do profile_docs.append('| ' ~ horizontal_line|join(' | ') ~ ' |') %}\n \n {# Get row values #}\n {% for row in results.rows %}\n {%- set list_row = [''] -%}\n {% for val in row.values() %}\n {% do list_row.append(val) %}\n {% endfor %}\n {% do profile_docs.append(list_row|join(' | ') ~ ' |') %}\n {% endfor %}\n {% do profile_docs.append('') %}\n {% do profile_docs.append(enddocs) %}\n \n {# Join profile docs #}\n {%- set joined = profile_docs | join ('\\n') -%}\n {{ log(joined, info=True) }}\n {% do return(joined) %}\n \n {% endif %}\n \n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.get_profile_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.117395, "supported_languages": null}, "macro.dbt_profiler.get_profile": {"name": "get_profile", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/get_profile.sql", "original_file_path": "macros/get_profile.sql", "unique_id": "macro.dbt_profiler.get_profile", "macro_sql": "{% macro get_profile(relation, exclude_measures=[], include_columns=[], exclude_columns=[], where_clause=none, group_by=[]) %}\n {{ return(adapter.dispatch(\"get_profile\", macro_namespace=\"dbt_profiler\")(relation, exclude_measures, include_columns, exclude_columns, where_clause, group_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.default__get_profile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.120714, "supported_languages": null}, "macro.dbt_profiler.default__get_profile": {"name": "default__get_profile", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/get_profile.sql", "original_file_path": "macros/get_profile.sql", "unique_id": "macro.dbt_profiler.default__get_profile", "macro_sql": "{% macro default__get_profile(relation, exclude_measures=[], include_columns=[], exclude_columns=[], where_clause=none, group_by=[]) %}\n\n{%- if include_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both include_columns and exclude_columns arguments were provided to the `get_profile` macro. Only one is allowed.\") }}\n{%- endif -%}\n\n{%- set all_measures = [\n \"row_count\",\n \"not_null_proportion\",\n \"distinct_proportion\",\n \"distinct_count\",\n \"is_unique\",\n \"min\",\n \"max\",\n \"avg\",\n \"median\",\n \"std_dev_population\",\n \"std_dev_sample\"\n] -%}\n\n{%- set include_measures = all_measures | reject(\"in\", exclude_measures) -%}\n\n{{ log(\"Include measures: \" ~ include_measures, info=False) }}\n\n{% if execute %}\n {% do dbt_profiler.assert_relation_exists(relation) %}\n\n {{ log(\"Get columns in relation %s\" | format(relation.include()), info=False) }}\n {%- set relation_columns = adapter.get_columns_in_relation(relation) -%}\n {%- set relation_column_names = relation_columns | map(attribute=\"name\") | list -%}\n {{ log(\"Relation columns: \" ~ relation_column_names | join(', '), info=False) }}\n\n {%- if include_columns -%}\n {%- set profile_column_names = relation_column_names | select(\"in\", include_columns) | list -%}\n {%- elif exclude_columns -%}\n {%- set profile_column_names = relation_column_names | reject(\"in\", exclude_columns) | list -%}\n {%- else -%}\n {%- set profile_column_names = relation_column_names -%}\n {%- endif -%}\n\n {{ log(\"Profile columns: \" ~ profile_column_names | join(', '), info=False) }}\n\n {% set information_schema_columns = run_query(dbt_profiler.select_from_information_schema_columns(relation)) %}\n {% set information_schema_columns = information_schema_columns.rename(information_schema_columns.column_names | map('lower')) %}\n {% set information_schema_data_types = information_schema_columns.columns['data_type'].values() | map('lower') | list %}\n {% set information_schema_column_names = information_schema_columns.columns['column_name'].values() | map('lower') | list %}\n {% set data_type_map = {} %}\n {% for column_name in information_schema_column_names %}\n {% do data_type_map.update({column_name: information_schema_data_types[loop.index-1]}) %}\n {% endfor %}\n {{ log(\"Column data types: \" ~ data_type_map, info=False) }}\n\n {% set profile_sql %}\n with source_data as (\n select\n *\n from {{ relation }}\n {% if where_clause %}\n where {{ where_clause }}\n {% endif %}\n ),\n\n column_profiles as (\n {% for column_name in profile_column_names %}\n {% set data_type = data_type_map.get(column_name.lower(), \"\") %}\n select\n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n lower('{{ column_name }}') as column_name,\n nullif(lower('{{ data_type }}'), '') as data_type,\n {% if \"row_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_row_count(column_name, data_type) }} as row_count,\n {%- endif %}\n {% if \"not_null_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_not_null_proportion(column_name, data_type) }} as not_null_proportion,\n {%- endif %}\n {% if \"distinct_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_proportion(column_name, data_type) }} as distinct_proportion,\n {%- endif %}\n {% if \"distinct_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_count(column_name, data_type) }} as distinct_count,\n {%- endif %}\n {% if \"is_unique\" not in exclude_measures -%}\n {{ dbt_profiler.measure_is_unique(column_name, data_type) }} as is_unique,\n {%- endif %}\n {% if \"min\" not in exclude_measures -%}\n {{ dbt_profiler.measure_min(column_name, data_type) }} as min,\n {%- endif %}\n {% if \"max\" not in exclude_measures -%}\n {{ dbt_profiler.measure_max(column_name, data_type) }} as max,\n {%- endif %}\n {% if \"avg\" not in exclude_measures -%}\n {{ dbt_profiler.measure_avg(column_name, data_type) }} as avg,\n {%- endif %}\n {% if \"median\" not in exclude_measures -%}\n {{ dbt_profiler.measure_median(column_name, data_type) }} as median,\n {%- endif %}\n {% if \"std_dev_population\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_population(column_name, data_type) }} as std_dev_population,\n {%- endif %}\n {% if \"std_dev_sample\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_sample(column_name, data_type) }} as std_dev_sample,\n {%- endif %}\n cast(current_timestamp as {{ dbt_profiler.type_string() }}) as profiled_at,\n {{ loop.index }} as _column_position\n from source_data\n {% if group_by %}\n group by {{ group_by | join(\", \") }}\n {% endif %}\n {% if not loop.last %}union all{% endif %}\n {% endfor %}\n )\n\n select\n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n column_name,\n data_type,\n {% for measure in include_measures %}\n {{ measure }},\n {% endfor %}\n profiled_at\n from column_profiles\n order by {% if group_by %}{{ group_by | join(\", \") }},{% endif %} _column_position asc\n {% endset %}\n\n {% do return(profile_sql) %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.assert_relation_exists", "macro.dbt.run_query", "macro.dbt_profiler.select_from_information_schema_columns", "macro.dbt_profiler.measure_row_count", "macro.dbt_profiler.measure_not_null_proportion", "macro.dbt_profiler.measure_distinct_proportion", "macro.dbt_profiler.measure_distinct_count", "macro.dbt_profiler.measure_is_unique", "macro.dbt_profiler.measure_min", "macro.dbt_profiler.measure_max", "macro.dbt_profiler.measure_avg", "macro.dbt_profiler.measure_median", "macro.dbt_profiler.measure_std_dev_population", "macro.dbt_profiler.measure_std_dev_sample", "macro.dbt_profiler.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.124844, "supported_languages": null}, "macro.dbt_profiler.databricks__get_profile": {"name": "databricks__get_profile", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/get_profile.sql", "original_file_path": "macros/get_profile.sql", "unique_id": "macro.dbt_profiler.databricks__get_profile", "macro_sql": "{% macro databricks__get_profile(relation, exclude_measures=[], include_columns=[], exclude_columns=[], where_clause=none, group_by=[]) %}\n\n{%- if include_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both include_columns and exclude_columns arguments were provided to the `get_profile` macro. Only one is allowed.\") }}\n{%- endif -%}\n\n{%- set all_measures = [\n \"row_count\",\n \"not_null_proportion\",\n \"distinct_proportion\",\n \"distinct_count\",\n \"is_unique\",\n \"min\",\n \"max\",\n \"avg\",\n \"median\",\n \"std_dev_population\",\n \"std_dev_sample\"\n] -%}\n\n{%- set include_measures = all_measures | reject(\"in\", exclude_measures) -%}\n\n{{ log(\"Include measures: \" ~ include_measures, info=False) }}\n\n{% if execute %}\n {% do dbt_profiler.assert_relation_exists(relation) %}\n\n {{ log(\"Get columns in relation %s\" | format(relation.include()), info=True) }}\n {%- set relation_columns = adapter.get_columns_in_relation(relation) -%}\n {%- set relation_column_names = relation_columns | map(attribute=\"name\") | list -%}\n {{ log(\"Relation columns: \" ~ relation_column_names | join(', '), info=False) }}\n\n {%- if include_columns -%}\n {%- set profile_column_names = relation_column_names | select(\"in\", include_columns) | list -%}\n {%- elif exclude_columns -%}\n {%- set profile_column_names = relation_column_names | reject(\"in\", exclude_columns) | list -%}\n {%- else -%}\n {%- set profile_column_names = relation_column_names -%}\n {%- endif -%}\n\n {{ log(\"Profile columns: \" ~ profile_column_names | join(', '), info=False) }}\n\n {# Get column metadata. #}\n {% call statement('table_metadata', fetch_result=True) -%}\n describe table extended {{ relation.schema }}.{{ relation.identifier }}\n {% endcall %}\n {% set columns_metadata = load_result('table_metadata').table %}\n {% set columns_metadata = columns_metadata.rename(columns_metadata.column_names | map('lower')) %}\n \n {% set data_types = columns_metadata.columns['data_type'].values() | map('lower') | list %}\n {% set column_names = columns_metadata.columns['col_name'].values() | map('lower') | list %}\n {% set data_type_map = {} %}\n {% for column_name in column_names %}\n {% do data_type_map.update({column_name: data_types[loop.index-1]}) %}\n {% endfor %}\n {{ log(\"Column data types: \" ~ data_type_map, info=False) }}\n\n {% set profile_sql %}\n with source_data as (\n select\n *\n from {{ relation }}\n {% if where_clause %}\n where {{ where_clause }}\n {% endif %}\n ),\n\n column_profiles as (\n {% for column_name in profile_column_names %}\n {% set data_type = data_type_map.get(column_name.lower(), \"\") %}\n select \n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n lower('{{ column_name }}') as column_name,\n nullif(lower('{{ data_type }}'), '') as data_type,\n {% if \"row_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_row_count(column_name, data_type) }} as row_count,\n {%- endif %}\n {% if \"not_null_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_not_null_proportion(column_name, data_type) }} as not_null_proportion,\n {%- endif %}\n {% if \"distinct_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_proportion(column_name, data_type) }} as distinct_proportion,\n {%- endif %}\n {% if \"distinct_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_count(column_name, data_type) }} as distinct_count,\n {%- endif %}\n {% if \"is_unique\" not in exclude_measures -%}\n {{ dbt_profiler.measure_is_unique(column_name, data_type) }} as is_unique,\n {%- endif %}\n {% if \"min\" not in exclude_measures -%}\n {{ dbt_profiler.measure_min(column_name, data_type) }} as min,\n {%- endif %}\n {% if \"max\" not in exclude_measures -%}\n {{ dbt_profiler.measure_max(column_name, data_type) }} as max,\n {%- endif %}\n {% if \"avg\" not in exclude_measures -%}\n {{ dbt_profiler.measure_avg(column_name, data_type) }} as avg,\n {%- endif %}\n {% if \"median\" not in exclude_measures -%}\n {{ dbt_profiler.measure_median(column_name, data_type) }} as median,\n {%- endif %}\n {% if \"std_dev_population\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_population(column_name, data_type) }} as std_dev_population,\n {%- endif %}\n {% if \"std_dev_sample\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_sample(column_name, data_type) }} as std_dev_sample,\n {%- endif %}\n cast(current_timestamp as {{ dbt_profiler.type_string() }}) as profiled_at,\n {{ loop.index }} as _column_position\n from source_data\n {% if group_by %}\n group by {{ group_by | join(\", \") }}\n {% endif %}\n {% if not loop.last %}union all{% endif %}\n {% endfor %}\n )\n\n select\n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n column_name,\n data_type,\n {% for measure in include_measures %}\n {{ measure }},\n {% endfor %}\n profiled_at\n from column_profiles\n order by {% if group_by %}{{ group_by | join(\", \") }},{% endif %} _column_position asc\n {% endset %}\n\n {# {{ print(profile_sql) }} #}\n\n {% do return(profile_sql) %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.assert_relation_exists", "macro.dbt.statement", "macro.dbt_profiler.measure_row_count", "macro.dbt_profiler.measure_not_null_proportion", "macro.dbt_profiler.measure_distinct_proportion", "macro.dbt_profiler.measure_distinct_count", "macro.dbt_profiler.measure_is_unique", "macro.dbt_profiler.measure_min", "macro.dbt_profiler.measure_max", "macro.dbt_profiler.measure_avg", "macro.dbt_profiler.measure_median", "macro.dbt_profiler.measure_std_dev_population", "macro.dbt_profiler.measure_std_dev_sample", "macro.dbt_profiler.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1291342, "supported_languages": null}, "macro.dbt_profiler.sqlserver__get_profile": {"name": "sqlserver__get_profile", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/get_profile.sql", "original_file_path": "macros/get_profile.sql", "unique_id": "macro.dbt_profiler.sqlserver__get_profile", "macro_sql": "{% macro sqlserver__get_profile(relation, exclude_measures=[], include_columns=[], exclude_columns=[], where_clause=none, group_by=[]) %}\n\n{%- if include_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both include_columns and exclude_columns arguments were provided to the `get_profile` macro. Only one is allowed.\") }}\n{%- endif -%}\n\n{%- set all_measures = [\n \"row_count\",\n \"not_null_proportion\",\n \"distinct_proportion\",\n \"distinct_count\",\n \"is_unique\",\n \"min\",\n \"max\",\n \"avg\",\n \"median\",\n \"std_dev_population\",\n \"std_dev_sample\"\n] -%}\n\n{%- set include_measures = all_measures | reject(\"in\", exclude_measures) -%}\n\n{{ log(\"Include measures: \" ~ include_measures, info=False) }}\n\n{% if execute %}\n {% do dbt_profiler.assert_relation_exists(relation) %}\n\n {{ log(\"Get columns in relation %s\" | format(relation.include()), info=False) }}\n {%- set relation_columns = adapter.get_columns_in_relation(relation) -%}\n {%- set relation_column_names = relation_columns | map(attribute=\"name\") | list -%}\n {{ log(\"Relation columns: \" ~ relation_column_names | join(', '), info=False) }}\n\n {%- if include_columns -%}\n {%- set profile_column_names = relation_column_names | select(\"in\", include_columns) | list -%}\n {%- elif exclude_columns -%}\n {%- set profile_column_names = relation_column_names | reject(\"in\", exclude_columns) | list -%}\n {%- else -%}\n {%- set profile_column_names = relation_column_names -%}\n {%- endif -%}\n\n {{ log(\"Profile columns: \" ~ profile_column_names | join(', '), info=False) }}\n\n {% set information_schema_columns = run_query(dbt_profiler.select_from_information_schema_columns(relation)) %}\n {% set information_schema_columns = information_schema_columns.rename(information_schema_columns.column_names | map('lower')) %}\n {% set information_schema_data_types = information_schema_columns.columns['data_type'].values() | map('lower') | list %}\n {% set information_schema_column_names = information_schema_columns.columns['column_name'].values() | map('lower') | list %}\n {% set data_type_map = {} %}\n {% for column_name in information_schema_column_names %}\n {% do data_type_map.update({column_name: information_schema_data_types[loop.index-1]}) %}\n {% endfor %}\n {{ log(\"Column data types: \" ~ data_type_map, info=False) }}\n\n {% set profile_sql %}\n with source_data as (\n select\n *\n from {{ relation }}\n {% if where_clause %}\n where {{ where_clause }}\n {% endif %}\n ),\n\n column_profiles as (\n {% for column_name in profile_column_names %}\n {% set data_type = data_type_map.get(column_name.lower(), \"\") %}\n select \n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n lower('{{ column_name }}') as column_name,\n nullif(lower('{{ data_type }}'), '') as data_type,\n {% if \"row_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_row_count(column_name, data_type) }} as row_count,\n {%- endif %}\n {% if \"not_null_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_not_null_proportion(column_name, data_type) }} as not_null_proportion,\n {%- endif %}\n {% if \"distinct_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_proportion(column_name, data_type) }} as distinct_proportion,\n {%- endif %}\n {% if \"distinct_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_count(column_name, data_type) }} as distinct_count,\n {%- endif %}\n {% if \"is_unique\" not in exclude_measures -%}\n {{ dbt_profiler.measure_is_unique(column_name, data_type) }} as is_unique,\n {%- endif %}\n {% if \"min\" not in exclude_measures -%}\n {{ dbt_profiler.measure_min(column_name, data_type) }} as min,\n {%- endif %}\n {% if \"max\" not in exclude_measures -%}\n {{ dbt_profiler.measure_max(column_name, data_type) }} as max,\n {%- endif %}\n {% if \"avg\" not in exclude_measures -%}\n {{ dbt_profiler.measure_avg(column_name, data_type) }} as avg,\n {%- endif %}\n {% if \"median\" not in exclude_measures -%}\n {{ dbt_profiler.measure_median(column_name, data_type) }} as median,\n {%- endif %}\n {% if \"std_dev_population\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_population(column_name, data_type) }} as std_dev_population,\n {%- endif %}\n {% if \"std_dev_sample\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_sample(column_name, data_type) }} as std_dev_sample,\n {%- endif %}\n cast(current_timestamp as {{ dbt_profiler.type_string() }}) as profiled_at,\n {{ loop.index }} as _column_position\n from source_data\n {% if group_by %}\n group by {{ group_by | join(\", \") }}\n {% endif %}\n {% if not loop.last %}union all{% endif %}\n {% endfor %}\n )\n\n select top 100 percent\n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n column_name,\n data_type,\n {% for measure in include_measures %}\n {{ measure }},\n {% endfor %}\n profiled_at\n from column_profiles\n order by {% if group_by %}{{ group_by | join(\", \") }},{% endif %} _column_position asc\n {% endset %}\n\n {% do return(profile_sql) %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.assert_relation_exists", "macro.dbt.run_query", "macro.dbt_profiler.select_from_information_schema_columns", "macro.dbt_profiler.measure_row_count", "macro.dbt_profiler.measure_not_null_proportion", "macro.dbt_profiler.measure_distinct_proportion", "macro.dbt_profiler.measure_distinct_count", "macro.dbt_profiler.measure_is_unique", "macro.dbt_profiler.measure_min", "macro.dbt_profiler.measure_max", "macro.dbt_profiler.measure_avg", "macro.dbt_profiler.measure_median", "macro.dbt_profiler.measure_std_dev_population", "macro.dbt_profiler.measure_std_dev_sample", "macro.dbt_profiler.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1332748, "supported_languages": null}, "macro.dbt_profiler.get_profile_table": {"name": "get_profile_table", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/get_profile_table.sql", "original_file_path": "macros/get_profile_table.sql", "unique_id": "macro.dbt_profiler.get_profile_table", "macro_sql": "{% macro get_profile_table(relation=none, relation_name=none, schema=none, database=none, exclude_measures=[], include_columns=[], exclude_columns=[], where_clause=none) %}\n\n{%- set relation = dbt_profiler.get_relation(\n relation=relation,\n relation_name=relation_name,\n schema=schema,\n database=database\n) -%}\n{%- set profile_sql = dbt_profiler.get_profile(relation=relation, exclude_measures=exclude_measures, include_columns=include_columns, exclude_columns=exclude_columns, where_clause=where_clause) -%}\n{{ log(profile_sql, info=False) }}\n{% set results = run_query(profile_sql) %}\n{% set results = results.rename(results.column_names | map('lower')) %}\n{% do return(results) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.get_relation", "macro.dbt_profiler.get_profile", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.134123, "supported_languages": null}, "macro.dbt_profiler.print_profile_schema": {"name": "print_profile_schema", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/print_profile_schema.sql", "original_file_path": "macros/print_profile_schema.sql", "unique_id": "macro.dbt_profiler.print_profile_schema", "macro_sql": "{% macro print_profile_schema(relation=none, relation_name=none, schema=none, database=none, exclude_measures=[], include_columns=[], exclude_columns=[], model_description=\"\", column_description=\"\", where_clause=none) %}\n\n{%- set column_dicts = [] -%}\n{%- set results = dbt_profiler.get_profile_table(relation=relation, relation_name=relation_name, schema=schema, database=database, exclude_measures=exclude_measures, include_columns=include_columns, exclude_columns=exclude_columns, where_clause=where_clause) -%}\n\n{% if execute %}\n {% for row in results.rows %}\n\n {% set row_dict = row.dict() %}\n {% set column_name = row_dict.pop(\"column_name\") %}\n\n {% set meta_dict = {} %}\n {% for key, value in row_dict.items() %}\n {% set column = results.columns.get(key) %}\n {% do meta_dict.update({key: column.data_type.jsonify(value)}) %}\n {% endfor %}\n\n {% set column_dict = {\"name\": column_name, \"description\": column_description, \"meta\": meta_dict} %}\n {% do column_dicts.append(column_dict) %}\n {% endfor %}\n\n {% set schema_dict = {\n \"version\": 2,\n \"models\": [\n {\n \"name\": relation_name,\n \"description\": model_description,\n \"columns\": column_dicts\n }\n ]\n } %}\n {% set schema_yaml = toyaml(schema_dict) %}\n\n {{ log(schema_yaml, info=True) }}\n {% do return(schema_dict) %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.get_profile_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1358368, "supported_languages": null}, "macro.dbt_profiler.measure_row_count": {"name": "measure_row_count", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_row_count", "macro_sql": "\n\n{%- macro measure_row_count(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_row_count\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_row_count"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.137384, "supported_languages": null}, "macro.dbt_profiler.default__measure_row_count": {"name": "default__measure_row_count", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_row_count", "macro_sql": "{%- macro default__measure_row_count(column_name, data_type) -%}\ncast(count(*) as {{ dbt.type_numeric() }})\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.137507, "supported_languages": null}, "macro.dbt_profiler.measure_not_null_proportion": {"name": "measure_not_null_proportion", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_not_null_proportion", "macro_sql": "\n\n{%- macro measure_not_null_proportion(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_not_null_proportion\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1376991, "supported_languages": null}, "macro.dbt_profiler.default__measure_not_null_proportion": {"name": "default__measure_not_null_proportion", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_not_null_proportion", "macro_sql": "{%- macro default__measure_not_null_proportion(column_name, data_type) -%}\nsum(case when {{ adapter.quote(column_name) }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }})\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1378691, "supported_languages": null}, "macro.dbt_profiler.measure_distinct_proportion": {"name": "measure_distinct_proportion", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_distinct_proportion", "macro_sql": "\n\n{%- macro measure_distinct_proportion(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_distinct_proportion\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_distinct_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.13806, "supported_languages": null}, "macro.dbt_profiler.default__measure_distinct_proportion": {"name": "default__measure_distinct_proportion", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_distinct_proportion", "macro_sql": "{%- macro default__measure_distinct_proportion(column_name, data_type) -%}\n{%- if not dbt_profiler.is_struct_dtype(data_type) -%}\n count(distinct {{ adapter.quote(column_name) }}) / cast(count(*) as {{ dbt.type_numeric() }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.138338, "supported_languages": null}, "macro.dbt_profiler.measure_distinct_count": {"name": "measure_distinct_count", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_distinct_count", "macro_sql": "\n\n{%- macro measure_distinct_count(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_distinct_count\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_distinct_count"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.13853, "supported_languages": null}, "macro.dbt_profiler.default__measure_distinct_count": {"name": "default__measure_distinct_count", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_distinct_count", "macro_sql": "{%- macro default__measure_distinct_count(column_name, data_type) -%}\n{%- if not dbt_profiler.is_struct_dtype(data_type) -%}\n count(distinct {{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.138775, "supported_languages": null}, "macro.dbt_profiler.measure_is_unique": {"name": "measure_is_unique", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_is_unique", "macro_sql": "\n\n{%- macro measure_is_unique(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_is_unique\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_is_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.138967, "supported_languages": null}, "macro.dbt_profiler.default__measure_is_unique": {"name": "default__measure_is_unique", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_is_unique", "macro_sql": "{%- macro default__measure_is_unique(column_name, data_type) -%}\n{%- if not dbt_profiler.is_struct_dtype(data_type) -%}\n count(distinct {{ adapter.quote(column_name) }}) = count(*)\n{%- else -%}\n null\n{%- endif -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_struct_dtype"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1391768, "supported_languages": null}, "macro.dbt_profiler.sqlserver__measure_is_unique": {"name": "sqlserver__measure_is_unique", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.sqlserver__measure_is_unique", "macro_sql": "{%- macro sqlserver__measure_is_unique(column_name, data_type) -%}\ncase when count(distinct {{ adapter.quote(column_name) }}) = count(*) then 1 else 0 end\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.139313, "supported_languages": null}, "macro.dbt_profiler.measure_min": {"name": "measure_min", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_min", "macro_sql": "\n\n{%- macro measure_min(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_min\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_min"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1395059, "supported_languages": null}, "macro.dbt_profiler.default__measure_min": {"name": "default__measure_min", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_min", "macro_sql": "{%- macro default__measure_min(column_name, data_type) -%}\n{%- if (dbt_profiler.is_numeric_dtype(data_type) or dbt_profiler.is_date_or_time_dtype(data_type)) and not dbt_profiler.is_struct_dtype(data_type) -%}\n cast(min({{ adapter.quote(column_name) }}) as {{ dbt_profiler.type_string() }})\n{%- else -%}\n cast(null as {{ dbt_profiler.type_string() }})\n{%- endif -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_date_or_time_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt_profiler.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.139864, "supported_languages": null}, "macro.dbt_profiler.measure_max": {"name": "measure_max", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_max", "macro_sql": "\n\n{%- macro measure_max(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_max\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_max"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1401238, "supported_languages": null}, "macro.dbt_profiler.default__measure_max": {"name": "default__measure_max", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_max", "macro_sql": "{%- macro default__measure_max(column_name, data_type) -%}\n{%- if (dbt_profiler.is_numeric_dtype(data_type) or dbt_profiler.is_date_or_time_dtype(data_type)) and not dbt_profiler.is_struct_dtype(data_type) -%}\n cast(max({{ adapter.quote(column_name) }}) as {{ dbt_profiler.type_string() }})\n{%- else -%}\n cast(null as {{ dbt_profiler.type_string() }})\n{%- endif -%}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_date_or_time_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt_profiler.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.140491, "supported_languages": null}, "macro.dbt_profiler.measure_avg": {"name": "measure_avg", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_avg", "macro_sql": "\n\n{%- macro measure_avg(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_avg\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_avg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.140687, "supported_languages": null}, "macro.dbt_profiler.default__measure_avg": {"name": "default__measure_avg", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_avg", "macro_sql": "{%- macro default__measure_avg(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n avg({{ adapter.quote(column_name) }})\n{%- elif dbt_profiler.is_logical_dtype(data_type) -%}\n avg(case when {{ adapter.quote(column_name) }} then 1 else 0 end)\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt_profiler.is_logical_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1410592, "supported_languages": null}, "macro.dbt_profiler.redshift__measure_avg": {"name": "redshift__measure_avg", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.redshift__measure_avg", "macro_sql": "{%- macro redshift__measure_avg(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n avg({{ adapter.quote(column_name) }}::float)\n{%- elif dbt_profiler.is_logical_dtype(data_type) -%}\n avg(case when {{ adapter.quote(column_name) }} then 1.0 else 0.0 end)\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt_profiler.is_logical_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.141435, "supported_languages": null}, "macro.dbt_profiler.measure_median": {"name": "measure_median", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_median", "macro_sql": "\n\n{%- macro measure_median(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_median\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_median"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.141632, "supported_languages": null}, "macro.dbt_profiler.default__measure_median": {"name": "default__measure_median", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_median", "macro_sql": "{%- macro default__measure_median(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n median({{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.14191, "supported_languages": null}, "macro.dbt_profiler.bigquery__measure_median": {"name": "bigquery__measure_median", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.bigquery__measure_median", "macro_sql": "{%- macro bigquery__measure_median(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n APPROX_QUANTILES({{ adapter.quote(column_name) }}, 100)[OFFSET(50)]\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1421912, "supported_languages": null}, "macro.dbt_profiler.postgres__measure_median": {"name": "postgres__measure_median", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.postgres__measure_median", "macro_sql": "{%- macro postgres__measure_median(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n percentile_cont(0.5) within group (order by {{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1424692, "supported_languages": null}, "macro.dbt_profiler.sql_server__measure_median": {"name": "sql_server__measure_median", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.sql_server__measure_median", "macro_sql": "{%- macro sql_server__measure_median(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n percentile_cont({{ adapter.quote(column_name) }}, 0.5) over ()\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1427462, "supported_languages": null}, "macro.dbt_profiler.measure_std_dev_population": {"name": "measure_std_dev_population", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_std_dev_population", "macro_sql": "\n\n{%- macro measure_std_dev_population(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_std_dev_population\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_std_dev_population"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1429381, "supported_languages": null}, "macro.dbt_profiler.default__measure_std_dev_population": {"name": "default__measure_std_dev_population", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_std_dev_population", "macro_sql": "{%- macro default__measure_std_dev_population(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n stddev_pop({{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1432152, "supported_languages": null}, "macro.dbt_profiler.sqlserver__measure_std_dev_population": {"name": "sqlserver__measure_std_dev_population", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.sqlserver__measure_std_dev_population", "macro_sql": "{%- macro sqlserver__measure_std_dev_population(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) -%}\n stdevp({{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.143453, "supported_languages": null}, "macro.dbt_profiler.measure_std_dev_sample": {"name": "measure_std_dev_sample", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_std_dev_sample", "macro_sql": "\n\n{%- macro measure_std_dev_sample(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_std_dev_sample\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_std_dev_sample"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.143646, "supported_languages": null}, "macro.dbt_profiler.default__measure_std_dev_sample": {"name": "default__measure_std_dev_sample", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_std_dev_sample", "macro_sql": "{%- macro default__measure_std_dev_sample(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n stddev_samp({{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.143921, "supported_languages": null}, "macro.dbt_profiler.sqlserver__measure_std_dev_sample": {"name": "sqlserver__measure_std_dev_sample", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.sqlserver__measure_std_dev_sample", "macro_sql": "{%- macro sqlserver__measure_std_dev_sample(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) -%}\n stdev({{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.144157, "supported_languages": null}}, "docs": {"doc.jaffle_shop.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "jaffle_shop", "path": "overview.md", "original_file_path": "models/overview.md", "unique_id": "doc.jaffle_shop.__overview__", "block_contents": "## Data Documentation for Jaffle Shop\n\n`jaffle_shop` is a fictional ecommerce store.\n\nThis [dbt](https://www.getdbt.com/) project is for testing out code.\n\nThe source code can be found [here](https://github.com/clrcrl/jaffle_shop)."}, "doc.jaffle_shop.orders_status": {"name": "orders_status", "resource_type": "doc", "package_name": "jaffle_shop", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.jaffle_shop.orders_status", "block_contents": "Orders can be one of the following statuses:\n\n| status | description |\n|----------------|------------------------------------------------------------------------------------------------------------------------|\n| placed | The order has been placed but has not yet left the warehouse |\n| shipped | The order has ben shipped to the customer and is currently in transit |\n| completed | The order has been received by the customer |\n| return_pending | The customer has indicated that they would like to return the order, but it has not yet been received at the warehouse |\n| returned | The order has been returned by the customer and received at the warehouse |"}, "doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {}, "parent_map": {"model.jaffle_shop.customers": ["model.jaffle_shop.stg_customers", "model.jaffle_shop.stg_orders", "model.jaffle_shop.stg_payments"], "model.jaffle_shop.orders": ["model.jaffle_shop.stg_orders", "model.jaffle_shop.stg_payments"], "model.jaffle_shop.customer_segments": ["model.jaffle_shop.customers"], "model.jaffle_shop.customer_order_pattern": ["model.jaffle_shop.customers"], "model.jaffle_shop.stg_customers": ["source.jaffle_shop.jaffle-shop-data.raw_customers"], "model.jaffle_shop.stg_payments": ["source.jaffle_shop.jaffle-shop-data.raw_payments"], "model.jaffle_shop.stg_orders": ["source.jaffle_shop.jaffle-shop-data.raw_orders"], "test.jaffle_shop.unique_customers_customer_id.c5af1ff4b1": ["model.jaffle_shop.customers"], "test.jaffle_shop.not_null_customers_customer_id.5c9bf9911d": ["model.jaffle_shop.customers"], "test.jaffle_shop.unique_customer_segments_customer_id.f3a5b61998": ["model.jaffle_shop.customer_segments"], "test.jaffle_shop.not_null_customer_segments_customer_id.bcd345d84b": ["model.jaffle_shop.customer_segments"], "test.jaffle_shop.accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value.089ad1c243": ["model.jaffle_shop.customer_segments"], "test.jaffle_shop.unique_customer_order_pattern_customer_id.99ad852c54": ["model.jaffle_shop.customer_order_pattern"], 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z@Qm_XT1lC)PvBP*Y2+g?2cQCqV-ZM5Y~ege_*`hyi91m&i=1rW*;0e$GI9>U5kgXk zpLDX!V;=%XOpr3~03$K?V5)`NLgewFIR~@AoeF+-FCuXRe8Epbkv~juE>XjRDFYGP zj^94^A@F?X(4k1|g*n5;&G4x=Fbq=wzQZ-2oOz5!HG{_|8=^^1DSjfQ!td=i zciW^$m9d_8ue^z$B;=RrD{s~d;Fb4x)LSBbldP^cX?C@Hc`EV%eL5ASY2e{WTNPW9h!6MxOyhwR~!$EhBEv}*elHvgiB z!xuR=)vqD!j`fjHwfTV{(Ti_izx4yQxajK14u7j^^DbFIL9LhU)}Mcmzb6kre}7dR UrUk8-K*B!%Q29fJ2LAm20w+`N1poj5 literal 0 HcmV?d00001 diff --git a/target-base/run_results.json b/target-base/run_results.json new file mode 100644 index 000000000..95a1182fe --- /dev/null +++ b/target-base/run_results.json @@ -0,0 +1 @@ +{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/run-results/v6.json", "dbt_version": "1.8.1", "generated_at": "2025-04-05T03:25:51.304704Z", "invocation_id": "547a216d-5ec2-4549-bbf8-9bee4f347724", "env": {}}, "results": [{"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.129797Z", "completed_at": "2025-04-05T03:25:51.136973Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.139725Z", "completed_at": "2025-04-05T03:25:51.139739Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.010502815246582031, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.stg_customers", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_customers.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as customer_id,\n first_name,\n last_name\n\n from source\n\n)\n\nselect * from renamed", "relation_name": "\"jaffle_shop\".\"prod\".\"stg_customers\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.137428Z", "completed_at": "2025-04-05T03:25:51.143611Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.144589Z", "completed_at": "2025-04-05T03:25:51.144595Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.008565902709960938, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.stg_orders", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_orders.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as order_id,\n user_id as customer_id,\n order_date,\n status\n\n from source\n\n)\n\nselect * from renamed", "relation_name": "\"jaffle_shop\".\"prod\".\"stg_orders\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.140304Z", "completed_at": "2025-04-05T03:25:51.144095Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.145251Z", "completed_at": "2025-04-05T03:25:51.145255Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.008898019790649414, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.stg_payments", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_payments.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as payment_id,\n order_id,\n payment_method,\n\n -- `amount` is currently stored in cents, so we convert it to dollars\n amount / 100 as amount\n\n from source\n\n)\n\nselect * from renamed", "relation_name": "\"jaffle_shop\".\"prod\".\"stg_payments\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.145602Z", "completed_at": "2025-04-05T03:25:51.160696Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.163182Z", "completed_at": "2025-04-05T03:25:51.163188Z"}], "thread_id": "Thread-5 (worker)", "execution_time": 0.020035743713378906, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_stg_customers_customer_id.e2cfb1f9aa", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"stg_customers\"\nwhere customer_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.153634Z", "completed_at": "2025-04-05T03:25:51.161495Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.163947Z", "completed_at": "2025-04-05T03:25:51.163950Z"}], "thread_id": "Thread-6 (worker)", "execution_time": 0.020167827606201172, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_stg_customers_customer_id.c7614daada", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_customers\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.164335Z", "completed_at": "2025-04-05T03:25:51.188282Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.192388Z", "completed_at": "2025-04-05T03:25:51.192394Z"}], "thread_id": "Thread-8 (worker)", "execution_time": 0.0333707332611084, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned.080fb20aad", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n status as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"stg_orders\"\n group by status\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'placed','shipped','completed','return_pending','returned'\n)\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.173872Z", "completed_at": "2025-04-05T03:25:51.191149Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.193058Z", "completed_at": "2025-04-05T03:25:51.193061Z"}], "thread_id": "Thread-10 (worker)", "execution_time": 0.032195091247558594, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_stg_orders_order_id.e3b841c71a", "compiled": true, "compiled_code": "\n \n \n\nselect\n order_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_orders\"\nwhere order_id is not null\ngroup by order_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.171327Z", "completed_at": "2025-04-05T03:25:51.191456Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.193438Z", "completed_at": "2025-04-05T03:25:51.193442Z"}], "thread_id": "Thread-9 (worker)", "execution_time": 0.03310275077819824, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_stg_orders_order_id.81cfe2fe64", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom \"jaffle_shop\".\"prod\".\"stg_orders\"\nwhere order_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.176391Z", "completed_at": "2025-04-05T03:25:51.191752Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.194026Z", "completed_at": "2025-04-05T03:25:51.194029Z"}], "thread_id": "Thread-12 (worker)", "execution_time": 0.03282308578491211, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.customers", "compiled": true, "compiled_code": "with customers as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_customers\"\n\n),\n\norders as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_orders\"\n\n),\n\npayments as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_payments\"\n\n),\n\ncustomer_orders as (\n\n select\n customer_id,\n\n min(order_date) as first_order,\n max(order_date) as most_recent_order,\n count(order_id) as number_of_orders\n from orders\n\n group by customer_id\n\n),\n\ncustomer_payments as (\n\n select\n orders.customer_id,\n sum(amount)::bigint as total_amount\n\n from payments\n\n left join orders on\n payments.order_id = orders.order_id\n\n group by orders.customer_id\n\n),\n\nfinal as (\n\n select\n customers.customer_id,\n customers.first_name,\n customers.last_name,\n customer_orders.first_order,\n customer_orders.most_recent_order,\n customer_orders.number_of_orders,\n customer_payments.total_amount as customer_lifetime_value\n\n from customers\n\n left join customer_orders\n on customers.customer_id = customer_orders.customer_id\n\n left join customer_payments\n on customers.customer_id = customer_payments.customer_id\n\n)\n\nselect * from final", "relation_name": "\"jaffle_shop\".\"prod\".\"customers\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.181908Z", "completed_at": "2025-04-05T03:25:51.191948Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.194389Z", "completed_at": "2025-04-05T03:25:51.194393Z"}], "thread_id": "Thread-14 (worker)", "execution_time": 0.03225517272949219, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card.3c3820f278", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n payment_method as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"stg_payments\"\n group by payment_method\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'credit_card','coupon','bank_transfer','gift_card'\n)\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.179305Z", "completed_at": "2025-04-05T03:25:51.192194Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.194760Z", "completed_at": "2025-04-05T03:25:51.194763Z"}], "thread_id": "Thread-13 (worker)", "execution_time": 0.032878875732421875, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.orders", "compiled": true, "compiled_code": "\n\nwith orders as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_orders\"\n\n),\n\npayments as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_payments\"\n\n),\n\norder_payments as (\n\n select\n order_id,\n\n sum(case when payment_method = 'credit_card' then amount else 0 end) as credit_card_amount,\n sum(case when payment_method = 'coupon' then amount else 0 end) as coupon_amount,\n sum(case when payment_method = 'bank_transfer' then amount else 0 end) as bank_transfer_amount,\n sum(case when payment_method = 'gift_card' then amount else 0 end) as gift_card_amount,\n sum(amount) as total_amount\n\n from payments\n\n group by order_id\n\n),\n\nfinal as (\n\n select\n orders.order_id,\n orders.customer_id,\n orders.order_date,\n orders.status,\n\n order_payments.credit_card_amount,\n\n order_payments.coupon_amount,\n\n order_payments.bank_transfer_amount,\n\n order_payments.gift_card_amount,\n\n order_payments.total_amount as amount\n\n from orders\n\n\n left join order_payments\n on orders.order_id = order_payments.order_id\n\n)\n\nselect * from final", "relation_name": "\"jaffle_shop\".\"prod\".\"orders\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.185607Z", "completed_at": "2025-04-05T03:25:51.192822Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.195180Z", "completed_at": "2025-04-05T03:25:51.195183Z"}], "thread_id": "Thread-15 (worker)", "execution_time": 0.032765865325927734, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_stg_payments_payment_id.c19cc50075", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect payment_id\nfrom \"jaffle_shop\".\"prod\".\"stg_payments\"\nwhere payment_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.188509Z", "completed_at": "2025-04-05T03:25:51.193814Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.195630Z", "completed_at": "2025-04-05T03:25:51.195633Z"}], "thread_id": "Thread-16 (worker)", "execution_time": 0.03295302391052246, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_stg_payments_payment_id.3744510712", "compiled": true, "compiled_code": "\n \n \n\nselect\n payment_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_payments\"\nwhere payment_id is not null\ngroup by payment_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.234026Z", "completed_at": "2025-04-05T03:25:51.269839Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.273078Z", "completed_at": "2025-04-05T03:25:51.273086Z"}], "thread_id": "Thread-18 (worker)", "execution_time": 0.07349181175231934, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.customer_segments", "compiled": true, "compiled_code": "-- Customer Segmentation based on number of orders and lifetime value\nSELECT\n customer_id,\n number_of_orders,\n customer_lifetime_value,\n CASE \n WHEN number_of_orders > 10 THEN 'Frequent Buyer'\n WHEN number_of_orders BETWEEN 5 AND 10 THEN 'Occasional Buyer'\n ELSE 'Rare Buyer'\n END AS order_frequency_segment,\n CASE \n WHEN customer_lifetime_value > 4000 THEN 'High Value'\n WHEN customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value'\n ELSE 'Low Value'\n END AS value_segment\nFROM \"jaffle_shop\".\"prod\".\"customers\"", "relation_name": "\"jaffle_shop\".\"prod\".\"customer_segments\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.235904Z", "completed_at": "2025-04-05T03:25:51.270130Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.273761Z", "completed_at": "2025-04-05T03:25:51.273765Z"}], "thread_id": "Thread-19 (worker)", "execution_time": 0.07387208938598633, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_customers_customer_id.5c9bf9911d", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customers\"\nwhere customer_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.205948Z", "completed_at": "2025-04-05T03:25:51.270369Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.274149Z", "completed_at": "2025-04-05T03:25:51.274153Z"}], "thread_id": "Thread-14 (worker)", "execution_time": 0.0747981071472168, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.customer_order_pattern", "compiled": true, "compiled_code": "-- Analyzing Order Patterns\nSELECT\n customer_id,\n first_order,\n most_recent_order,\n number_of_orders,\n DATEDIFF('day', first_order, most_recent_order) AS days_active,\n DATEDIFF('day', first_order, most_recent_order) / NULLIF(number_of_orders - 1, 0) AS avg_days_between_orders\nFROM \"jaffle_shop\".\"prod\".\"customers\"", "relation_name": "\"jaffle_shop\".\"prod\".\"customer_order_pattern\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.238611Z", "completed_at": "2025-04-05T03:25:51.270624Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.274727Z", "completed_at": "2025-04-05T03:25:51.274730Z"}], "thread_id": "Thread-20 (worker)", "execution_time": 0.07454323768615723, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_customers_customer_id.c5af1ff4b1", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customers\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.241030Z", "completed_at": "2025-04-05T03:25:51.270860Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.275075Z", "completed_at": "2025-04-05T03:25:51.275078Z"}], "thread_id": "Thread-22 (worker)", "execution_time": 0.07462596893310547, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.accepted_values_orders_status__placed__shipped__completed__return_pending__returned.be6b5b5ec3", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n status as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"orders\"\n group by status\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'placed','shipped','completed','return_pending','returned'\n)\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.246843Z", "completed_at": "2025-04-05T03:25:51.271234Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.275427Z", "completed_at": "2025-04-05T03:25:51.275429Z"}], "thread_id": "Thread-15 (worker)", "execution_time": 0.07443714141845703, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_bank_transfer_amount.7743500c49", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect bank_transfer_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere bank_transfer_amount is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.243609Z", "completed_at": "2025-04-05T03:25:51.271452Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.275765Z", "completed_at": "2025-04-05T03:25:51.275768Z"}], "thread_id": "Thread-23 (worker)", "execution_time": 0.07503199577331543, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_amount.106140f9fd", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere amount is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.249277Z", "completed_at": "2025-04-05T03:25:51.271762Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.276109Z", "completed_at": "2025-04-05T03:25:51.276112Z"}], "thread_id": "Thread-24 (worker)", "execution_time": 0.07487893104553223, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_coupon_amount.ab90c90625", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect coupon_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere coupon_amount is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.251724Z", "completed_at": "2025-04-05T03:25:51.271995Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.276444Z", "completed_at": "2025-04-05T03:25:51.276446Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.07496118545532227, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_credit_card_amount.d3ca593b59", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect credit_card_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere credit_card_amount is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.254146Z", "completed_at": "2025-04-05T03:25:51.272305Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.276794Z", "completed_at": "2025-04-05T03:25:51.276797Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.07505512237548828, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_customer_id.c5f02694af", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere customer_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.256602Z", "completed_at": "2025-04-05T03:25:51.272601Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.277140Z", "completed_at": "2025-04-05T03:25:51.277142Z"}], "thread_id": "Thread-7 (worker)", "execution_time": 0.07518196105957031, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_gift_card_amount.413a0d2d7a", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect gift_card_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere gift_card_amount is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.259764Z", "completed_at": "2025-04-05T03:25:51.272817Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.277480Z", "completed_at": "2025-04-05T03:25:51.277483Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.07527327537536621, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_order_id.cf6c17daed", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere order_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.262336Z", "completed_at": "2025-04-05T03:25:51.273503Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.278220Z", "completed_at": "2025-04-05T03:25:51.278223Z"}], "thread_id": "Thread-16 (worker)", "execution_time": 0.07578325271606445, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2", "compiled": true, "compiled_code": "\n \n \n\nwith child as (\n select customer_id as from_field\n from \"jaffle_shop\".\"prod\".\"orders\"\n where customer_id is not null\n),\n\nparent as (\n select customer_id as to_field\n from \"jaffle_shop\".\"prod\".\"customers\"\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.267019Z", "completed_at": "2025-04-05T03:25:51.274515Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.279531Z", "completed_at": "2025-04-05T03:25:51.279534Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.07685995101928711, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_orders_order_id.fed79b3a6e", "compiled": true, "compiled_code": "\n \n \n\nselect\n order_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere order_id is not null\ngroup by order_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.286345Z", "completed_at": "2025-04-05T03:25:51.297375Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.297914Z", "completed_at": "2025-04-05T03:25:51.297921Z"}], "thread_id": "Thread-5 (worker)", "execution_time": 0.017423152923583984, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_customer_segments_customer_id.bcd345d84b", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customer_segments\"\nwhere customer_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.282652Z", "completed_at": "2025-04-05T03:25:51.297586Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.298723Z", "completed_at": "2025-04-05T03:25:51.298726Z"}], "thread_id": "Thread-17 (worker)", "execution_time": 0.01853775978088379, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value.089ad1c243", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n value_segment as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"customer_segments\"\n group by value_segment\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'High Value','Medium Value','Low Value'\n)\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.292234Z", "completed_at": "2025-04-05T03:25:51.298358Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.299300Z", "completed_at": "2025-04-05T03:25:51.299303Z"}], "thread_id": "Thread-10 (worker)", "execution_time": 0.01830005645751953, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_customer_order_pattern_customer_id.3f8f4d52ea", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customer_order_pattern\"\nwhere customer_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.294672Z", "completed_at": "2025-04-05T03:25:51.298546Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.299640Z", "completed_at": "2025-04-05T03:25:51.299643Z"}], "thread_id": "Thread-9 (worker)", "execution_time": 0.018396854400634766, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_customer_order_pattern_customer_id.99ad852c54", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customer_order_pattern\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.289807Z", "completed_at": "2025-04-05T03:25:51.299045Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.300024Z", "completed_at": "2025-04-05T03:25:51.300026Z"}], "thread_id": "Thread-6 (worker)", "execution_time": 0.01925206184387207, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_customer_segments_customer_id.f3a5b61998", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customer_segments\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "relation_name": null}], "elapsed_time": 0.23477625846862793, "args": {"macro_debugging": false, "target_path": "target-base", "log_path": "/Users/ijac/Recce/Recce-demo-repo/jaffle_shop_duckdb/logs", "write_json": true, "log_format": "default", "quiet": false, "partial_parse": true, "favor_state": false, "warn_error_options": {"include": [], "exclude": []}, "static": false, "target": "prod", "log_level_file": "debug", "send_anonymous_usage_stats": true, "populate_cache": true, "log_format_file": "debug", "use_colors": true, "compile": true, "invocation_command": "dbt docs generate --target prod --target-path target-base", "require_explicit_package_overrides_for_builtin_materializations": true, "print": true, "log_level": "info", "enable_legacy_logger": false, "empty_catalog": false, "show_resource_report": false, "source_freshness_run_project_hooks": false, "which": "generate", "partial_parse_file_diff": true, "cache_selected_only": false, "vars": {}, "select": [], "profiles_dir": "/Users/ijac/Recce/Recce-demo-repo/jaffle_shop_duckdb", "indirect_selection": "eager", "strict_mode": false, "printer_width": 80, "defer": false, "project_dir": "/Users/ijac/Recce/Recce-demo-repo/jaffle_shop_duckdb", "use_colors_file": true, "introspect": true, "static_parser": true, "require_resource_names_without_spaces": false, "log_file_max_bytes": 10485760, "exclude": [], "version_check": true}} \ No newline at end of file diff --git a/target-base/semantic_manifest.json b/target-base/semantic_manifest.json new file mode 100644 index 000000000..a40b829ce --- /dev/null +++ b/target-base/semantic_manifest.json @@ -0,0 +1 @@ +{"semantic_models": [], "metrics": [], "project_configuration": {"time_spine_table_configurations": [], "metadata": null, "dsi_package_version": {"major_version": "0", "minor_version": "5", "patch_version": "1"}}, "saved_queries": []} \ No newline at end of file From 63bd212a568c128c517779f627d386b97e53ae38 Mon Sep 17 00:00:00 2001 From: even-wei Date: Mon, 7 Apr 2025 17:21:32 +0800 Subject: [PATCH 2/3] Remove target base and add it to gitignore Signed-off-by: even-wei --- .gitignore | 1 + target-base/catalog.json | 1 - .../models/customer_order_pattern.sql | 9 -- .../jaffle_shop/models/customer_segments.sql | 16 --- .../compiled/jaffle_shop/models/customers.sql | 69 ------------ .../compiled/jaffle_shop/models/orders.sql | 58 ---------- ...segme_9953bfc5b6269ad09e8130675fed4ab0.sql | 22 ---- ...rders_1ce6ab157c285f7cd2ac656013faf758.sql | 22 ---- ...ull_customer_order_pattern_customer_id.sql | 11 -- ...not_null_customer_segments_customer_id.sql | 11 -- .../not_null_customers_customer_id.sql | 11 -- .../schema.yml/not_null_orders_amount.sql | 11 -- .../not_null_orders_bank_transfer_amount.sql | 11 -- .../not_null_orders_coupon_amount.sql | 11 -- .../not_null_orders_credit_card_amount.sql | 11 -- .../not_null_orders_customer_id.sql | 11 -- .../not_null_orders_gift_card_amount.sql | 11 -- .../schema.yml/not_null_orders_order_id.sql | 11 -- ...stomer_id__customer_id__ref_customers_.sql | 25 ----- ...que_customer_order_pattern_customer_id.sql | 14 --- .../unique_customer_segments_customer_id.sql | 14 --- .../unique_customers_customer_id.sql | 14 --- .../schema.yml/unique_orders_order_id.sql | 14 --- ...rders_4f514bf94b77b7ea437830eec4421c58.sql | 22 ---- ...ments_c7909fb19b1f0177c2bf99c7912f06ef.sql | 22 ---- .../not_null_stg_customers_customer_id.sql | 11 -- .../not_null_stg_orders_order_id.sql | 11 -- .../not_null_stg_payments_payment_id.sql | 11 -- .../unique_stg_customers_customer_id.sql | 14 --- .../schema.yml/unique_stg_orders_order_id.sql | 14 --- .../unique_stg_payments_payment_id.sql | 14 --- .../models/staging/stg_customers.sql | 17 --- .../jaffle_shop/models/staging/stg_orders.sql | 18 ---- .../models/staging/stg_payments.sql | 20 ---- target-base/graph.gpickle | Bin 41498 -> 0 bytes target-base/graph_summary.json | 1 - target-base/index.html | 102 ------------------ target-base/manifest.json | 1 - target-base/partial_parse.msgpack | Bin 783807 -> 0 bytes target-base/run_results.json | 1 - target-base/semantic_manifest.json | 1 - 41 files changed, 1 insertion(+), 668 deletions(-) delete mode 100644 target-base/catalog.json delete mode 100644 target-base/compiled/jaffle_shop/models/customer_order_pattern.sql delete mode 100644 target-base/compiled/jaffle_shop/models/customer_segments.sql delete mode 100644 target-base/compiled/jaffle_shop/models/customers.sql delete mode 100644 target-base/compiled/jaffle_shop/models/orders.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_order_pattern_customer_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_segments_customer_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_customers_customer_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_amount.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_bank_transfer_amount.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_coupon_amount.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_credit_card_amount.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_customer_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_gift_card_amount.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_order_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_order_pattern_customer_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_segments_customer_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/unique_customers_customer_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/schema.yml/unique_orders_order_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql delete mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql delete mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_customers_customer_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_orders_order_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_payments_payment_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_customers_customer_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_orders_order_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_payments_payment_id.sql delete mode 100644 target-base/compiled/jaffle_shop/models/staging/stg_customers.sql delete mode 100644 target-base/compiled/jaffle_shop/models/staging/stg_orders.sql delete mode 100644 target-base/compiled/jaffle_shop/models/staging/stg_payments.sql delete mode 100644 target-base/graph.gpickle delete mode 100644 target-base/graph_summary.json delete mode 100644 target-base/index.html delete mode 100644 target-base/manifest.json delete mode 100644 target-base/partial_parse.msgpack delete mode 100644 target-base/run_results.json delete mode 100644 target-base/semantic_manifest.json diff --git a/.gitignore b/.gitignore index ea8029fdf..cf111f85a 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,6 @@ target/ +target-base/ dbt_packages/ dbt_modules/ logs/ diff --git a/target-base/catalog.json b/target-base/catalog.json deleted file mode 100644 index c5de96f16..000000000 --- a/target-base/catalog.json +++ /dev/null @@ -1 +0,0 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/catalog/v1.json", "dbt_version": "1.8.1", "generated_at": "2025-04-05T03:25:51.429857Z", "invocation_id": "547a216d-5ec2-4549-bbf8-9bee4f347724", "env": {}}, "nodes": {"model.jaffle_shop.customer_order_pattern": {"metadata": {"type": "BASE TABLE", "schema": "prod", "name": "customer_order_pattern", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"customer_id": {"type": "BIGINT", "index": 1, "name": "customer_id", "comment": null}, "first_order": {"type": "DATE", "index": 2, "name": "first_order", "comment": null}, "most_recent_order": {"type": "DATE", "index": 3, "name": "most_recent_order", "comment": null}, "number_of_orders": {"type": "BIGINT", "index": 4, "name": "number_of_orders", "comment": null}, "days_active": {"type": "BIGINT", "index": 5, "name": "days_active", "comment": null}, "avg_days_between_orders": {"type": "DOUBLE", "index": 6, "name": "avg_days_between_orders", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.customer_order_pattern"}, "model.jaffle_shop.customer_segments": {"metadata": {"type": "BASE TABLE", "schema": "prod", "name": "customer_segments", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"customer_id": {"type": "BIGINT", "index": 1, "name": "customer_id", "comment": null}, "number_of_orders": {"type": "BIGINT", "index": 2, "name": "number_of_orders", "comment": null}, "customer_lifetime_value": {"type": "BIGINT", "index": 3, "name": "customer_lifetime_value", "comment": null}, "order_frequency_segment": {"type": "VARCHAR", "index": 4, "name": "order_frequency_segment", "comment": null}, "value_segment": {"type": "VARCHAR", "index": 5, "name": "value_segment", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.customer_segments"}, "model.jaffle_shop.customers": {"metadata": {"type": "BASE TABLE", "schema": "prod", "name": "customers", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"customer_id": {"type": "BIGINT", "index": 1, "name": "customer_id", "comment": null}, "first_name": {"type": "VARCHAR", "index": 2, "name": "first_name", "comment": null}, "last_name": {"type": "VARCHAR", "index": 3, "name": "last_name", "comment": null}, "first_order": {"type": "DATE", "index": 4, "name": "first_order", "comment": null}, "most_recent_order": {"type": "DATE", "index": 5, "name": "most_recent_order", "comment": null}, "number_of_orders": {"type": "BIGINT", "index": 6, "name": "number_of_orders", "comment": null}, "customer_lifetime_value": {"type": "BIGINT", "index": 7, "name": "customer_lifetime_value", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.customers"}, "model.jaffle_shop.orders": {"metadata": {"type": "BASE TABLE", "schema": "prod", "name": "orders", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"order_id": {"type": "BIGINT", "index": 1, "name": "order_id", "comment": null}, "customer_id": {"type": "BIGINT", "index": 2, "name": "customer_id", "comment": null}, "order_date": {"type": "DATE", "index": 3, "name": "order_date", "comment": null}, "status": {"type": "VARCHAR", "index": 4, "name": "status", "comment": null}, "credit_card_amount": {"type": "DOUBLE", "index": 5, "name": "credit_card_amount", "comment": null}, "coupon_amount": {"type": "DOUBLE", "index": 6, "name": "coupon_amount", "comment": null}, "bank_transfer_amount": {"type": "DOUBLE", "index": 7, "name": "bank_transfer_amount", "comment": null}, "gift_card_amount": {"type": "DOUBLE", "index": 8, "name": "gift_card_amount", "comment": null}, "amount": {"type": "DOUBLE", "index": 9, "name": "amount", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.orders"}, "model.jaffle_shop.stg_customers": {"metadata": {"type": "VIEW", "schema": "prod", "name": "stg_customers", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"customer_id": {"type": "BIGINT", "index": 1, "name": "customer_id", "comment": null}, "first_name": {"type": "VARCHAR", "index": 2, "name": "first_name", "comment": null}, "last_name": {"type": "VARCHAR", "index": 3, "name": "last_name", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.stg_customers"}, "model.jaffle_shop.stg_orders": {"metadata": {"type": "VIEW", "schema": "prod", "name": "stg_orders", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"order_id": {"type": "BIGINT", "index": 1, "name": "order_id", "comment": null}, "customer_id": {"type": "BIGINT", "index": 2, "name": "customer_id", "comment": null}, "order_date": {"type": "DATE", "index": 3, "name": "order_date", "comment": null}, "status": {"type": "VARCHAR", "index": 4, "name": "status", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.stg_orders"}, "model.jaffle_shop.stg_payments": {"metadata": {"type": "VIEW", "schema": "prod", "name": "stg_payments", "database": "jaffle_shop", "comment": null, "owner": null}, "columns": {"payment_id": {"type": "BIGINT", "index": 1, "name": "payment_id", "comment": null}, "order_id": {"type": "BIGINT", "index": 2, "name": "order_id", "comment": null}, "payment_method": {"type": "VARCHAR", "index": 3, "name": "payment_method", "comment": null}, "amount": {"type": "DOUBLE", "index": 4, "name": "amount", "comment": null}}, "stats": {"has_stats": {"id": "has_stats", "label": "Has Stats?", "value": false, "include": false, "description": "Indicates whether there are statistics for this table"}}, "unique_id": "model.jaffle_shop.stg_payments"}}, "sources": {}, "errors": null} \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/customer_order_pattern.sql b/target-base/compiled/jaffle_shop/models/customer_order_pattern.sql deleted file mode 100644 index 6b578cd28..000000000 --- a/target-base/compiled/jaffle_shop/models/customer_order_pattern.sql +++ /dev/null @@ -1,9 +0,0 @@ --- Analyzing Order Patterns -SELECT - customer_id, - first_order, - most_recent_order, - number_of_orders, - DATEDIFF('day', first_order, most_recent_order) AS days_active, - DATEDIFF('day', first_order, most_recent_order) / NULLIF(number_of_orders - 1, 0) AS avg_days_between_orders -FROM "jaffle_shop"."prod"."customers" \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/customer_segments.sql b/target-base/compiled/jaffle_shop/models/customer_segments.sql deleted file mode 100644 index 53eab4d78..000000000 --- a/target-base/compiled/jaffle_shop/models/customer_segments.sql +++ /dev/null @@ -1,16 +0,0 @@ --- Customer Segmentation based on number of orders and lifetime value -SELECT - customer_id, - number_of_orders, - customer_lifetime_value, - CASE - WHEN number_of_orders > 10 THEN 'Frequent Buyer' - WHEN number_of_orders BETWEEN 5 AND 10 THEN 'Occasional Buyer' - ELSE 'Rare Buyer' - END AS order_frequency_segment, - CASE - WHEN customer_lifetime_value > 4000 THEN 'High Value' - WHEN customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value' - ELSE 'Low Value' - END AS value_segment -FROM "jaffle_shop"."prod"."customers" \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/customers.sql b/target-base/compiled/jaffle_shop/models/customers.sql deleted file mode 100644 index 72d22f706..000000000 --- a/target-base/compiled/jaffle_shop/models/customers.sql +++ /dev/null @@ -1,69 +0,0 @@ -with customers as ( - - select * from "jaffle_shop"."prod"."stg_customers" - -), - -orders as ( - - select * from "jaffle_shop"."prod"."stg_orders" - -), - -payments as ( - - select * from "jaffle_shop"."prod"."stg_payments" - -), - -customer_orders as ( - - select - customer_id, - - min(order_date) as first_order, - max(order_date) as most_recent_order, - count(order_id) as number_of_orders - from orders - - group by customer_id - -), - -customer_payments as ( - - select - orders.customer_id, - sum(amount)::bigint as total_amount - - from payments - - left join orders on - payments.order_id = orders.order_id - - group by orders.customer_id - -), - -final as ( - - select - customers.customer_id, - customers.first_name, - customers.last_name, - customer_orders.first_order, - customer_orders.most_recent_order, - customer_orders.number_of_orders, - customer_payments.total_amount as customer_lifetime_value - - from customers - - left join customer_orders - on customers.customer_id = customer_orders.customer_id - - left join customer_payments - on customers.customer_id = customer_payments.customer_id - -) - -select * from final \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/orders.sql b/target-base/compiled/jaffle_shop/models/orders.sql deleted file mode 100644 index 05c7f7af5..000000000 --- a/target-base/compiled/jaffle_shop/models/orders.sql +++ /dev/null @@ -1,58 +0,0 @@ - - -with orders as ( - - select * from "jaffle_shop"."prod"."stg_orders" - -), - -payments as ( - - select * from "jaffle_shop"."prod"."stg_payments" - -), - -order_payments as ( - - select - order_id, - - sum(case when payment_method = 'credit_card' then amount else 0 end) as credit_card_amount, - sum(case when payment_method = 'coupon' then amount else 0 end) as coupon_amount, - sum(case when payment_method = 'bank_transfer' then amount else 0 end) as bank_transfer_amount, - sum(case when payment_method = 'gift_card' then amount else 0 end) as gift_card_amount, - sum(amount) as total_amount - - from payments - - group by order_id - -), - -final as ( - - select - orders.order_id, - orders.customer_id, - orders.order_date, - orders.status, - - order_payments.credit_card_amount, - - order_payments.coupon_amount, - - order_payments.bank_transfer_amount, - - order_payments.gift_card_amount, - - order_payments.total_amount as amount - - from orders - - - left join order_payments - on orders.order_id = order_payments.order_id - -) - -select * from final \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql b/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql deleted file mode 100644 index 89dba8fea..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql +++ /dev/null @@ -1,22 +0,0 @@ - - - - -with all_values as ( - - select - value_segment as value_field, - count(*) as n_records - - from "jaffle_shop"."prod"."customer_segments" - group by value_segment - -) - -select * -from all_values -where value_field not in ( - 'High Value','Medium Value','Low Value' -) - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql b/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql deleted file mode 100644 index 12302b5f0..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql +++ /dev/null @@ -1,22 +0,0 @@ - - - - -with all_values as ( - - select - status as value_field, - count(*) as n_records - - from "jaffle_shop"."prod"."orders" - group by status - -) - -select * -from all_values -where value_field not in ( - 'placed','shipped','completed','return_pending','returned' -) - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_order_pattern_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_order_pattern_customer_id.sql deleted file mode 100644 index 32da5f954..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_order_pattern_customer_id.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select customer_id -from "jaffle_shop"."prod"."customer_order_pattern" -where customer_id is null - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_segments_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_segments_customer_id.sql deleted file mode 100644 index 5f00f8a6e..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_segments_customer_id.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select customer_id -from "jaffle_shop"."prod"."customer_segments" -where customer_id is null - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customers_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customers_customer_id.sql deleted file mode 100644 index aa4e16f6b..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_customers_customer_id.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select customer_id -from "jaffle_shop"."prod"."customers" -where customer_id is null - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_amount.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_amount.sql deleted file mode 100644 index 7cde7a200..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_amount.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select amount -from "jaffle_shop"."prod"."orders" -where amount is null - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_bank_transfer_amount.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_bank_transfer_amount.sql deleted file mode 100644 index caeeeb9ea..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_bank_transfer_amount.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select bank_transfer_amount -from "jaffle_shop"."prod"."orders" -where bank_transfer_amount is null - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_coupon_amount.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_coupon_amount.sql deleted file mode 100644 index 7ccce3836..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_coupon_amount.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select coupon_amount -from "jaffle_shop"."prod"."orders" -where coupon_amount is null - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_credit_card_amount.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_credit_card_amount.sql deleted file mode 100644 index 347010a03..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_credit_card_amount.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select credit_card_amount -from "jaffle_shop"."prod"."orders" -where credit_card_amount is null - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_customer_id.sql deleted file mode 100644 index f64391456..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_customer_id.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select customer_id -from "jaffle_shop"."prod"."orders" -where customer_id is null - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_gift_card_amount.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_gift_card_amount.sql deleted file mode 100644 index a109eb697..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_gift_card_amount.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select gift_card_amount -from "jaffle_shop"."prod"."orders" -where gift_card_amount is null - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_order_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_order_id.sql deleted file mode 100644 index 3def412b1..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_order_id.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select order_id -from "jaffle_shop"."prod"."orders" -where order_id is null - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql b/target-base/compiled/jaffle_shop/models/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql deleted file mode 100644 index 79f528450..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql +++ /dev/null @@ -1,25 +0,0 @@ - - - - -with child as ( - select customer_id as from_field - from "jaffle_shop"."prod"."orders" - where customer_id is not null -), - -parent as ( - select customer_id as to_field - from "jaffle_shop"."prod"."customers" -) - -select - from_field - -from child -left join parent - on child.from_field = parent.to_field - -where parent.to_field is null - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_order_pattern_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_order_pattern_customer_id.sql deleted file mode 100644 index bb7c02742..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_order_pattern_customer_id.sql +++ /dev/null @@ -1,14 +0,0 @@ - - - - -select - customer_id as unique_field, - count(*) as n_records - -from "jaffle_shop"."prod"."customer_order_pattern" -where customer_id is not null -group by customer_id -having count(*) > 1 - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_segments_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_segments_customer_id.sql deleted file mode 100644 index 374573340..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_segments_customer_id.sql +++ /dev/null @@ -1,14 +0,0 @@ - - - - -select - customer_id as unique_field, - count(*) as n_records - -from "jaffle_shop"."prod"."customer_segments" -where customer_id is not null -group by customer_id -having count(*) > 1 - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/unique_customers_customer_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/unique_customers_customer_id.sql deleted file mode 100644 index 3855d2834..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/unique_customers_customer_id.sql +++ /dev/null @@ -1,14 +0,0 @@ - - - - -select - customer_id as unique_field, - count(*) as n_records - -from "jaffle_shop"."prod"."customers" -where customer_id is not null -group by customer_id -having count(*) > 1 - - diff --git a/target-base/compiled/jaffle_shop/models/schema.yml/unique_orders_order_id.sql b/target-base/compiled/jaffle_shop/models/schema.yml/unique_orders_order_id.sql deleted file mode 100644 index e7ebc6609..000000000 --- a/target-base/compiled/jaffle_shop/models/schema.yml/unique_orders_order_id.sql +++ /dev/null @@ -1,14 +0,0 @@ - - - - -select - order_id as unique_field, - count(*) as n_records - -from "jaffle_shop"."prod"."orders" -where order_id is not null -group by order_id -having count(*) > 1 - - diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql deleted file mode 100644 index 9b098ed56..000000000 --- a/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql +++ /dev/null @@ -1,22 +0,0 @@ - - - - -with all_values as ( - - select - status as value_field, - count(*) as n_records - - from "jaffle_shop"."prod"."stg_orders" - group by status - -) - -select * -from all_values -where value_field not in ( - 'placed','shipped','completed','return_pending','returned' -) - - diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql deleted file mode 100644 index 77bf6bf90..000000000 --- a/target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql +++ /dev/null @@ -1,22 +0,0 @@ - - - - -with all_values as ( - - select - payment_method as value_field, - count(*) as n_records - - from "jaffle_shop"."prod"."stg_payments" - group by payment_method - -) - -select * -from all_values -where value_field not in ( - 'credit_card','coupon','bank_transfer','gift_card' -) - - diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_customers_customer_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_customers_customer_id.sql deleted file mode 100644 index 7ad536b8e..000000000 --- a/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_customers_customer_id.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select customer_id -from "jaffle_shop"."prod"."stg_customers" -where customer_id is null - - diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_orders_order_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_orders_order_id.sql deleted file mode 100644 index f88fdb123..000000000 --- a/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_orders_order_id.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select order_id -from "jaffle_shop"."prod"."stg_orders" -where order_id is null - - diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_payments_payment_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_payments_payment_id.sql deleted file mode 100644 index a278563f4..000000000 --- a/target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_payments_payment_id.sql +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - -select payment_id -from "jaffle_shop"."prod"."stg_payments" -where payment_id is null - - diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_customers_customer_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_customers_customer_id.sql deleted file mode 100644 index 0df36ea10..000000000 --- a/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_customers_customer_id.sql +++ /dev/null @@ -1,14 +0,0 @@ - - - - -select - customer_id as unique_field, - count(*) as n_records - -from "jaffle_shop"."prod"."stg_customers" -where customer_id is not null -group by customer_id -having count(*) > 1 - - diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_orders_order_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_orders_order_id.sql deleted file mode 100644 index 67935adba..000000000 --- a/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_orders_order_id.sql +++ /dev/null @@ -1,14 +0,0 @@ - - - - -select - order_id as unique_field, - count(*) as n_records - -from "jaffle_shop"."prod"."stg_orders" -where order_id is not null -group by order_id -having count(*) > 1 - - diff --git a/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_payments_payment_id.sql b/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_payments_payment_id.sql deleted file mode 100644 index 6362cbfde..000000000 --- a/target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_payments_payment_id.sql +++ /dev/null @@ -1,14 +0,0 @@ - - - - -select - payment_id as unique_field, - count(*) as n_records - -from "jaffle_shop"."prod"."stg_payments" -where payment_id is not null -group by payment_id -having count(*) > 1 - - diff --git a/target-base/compiled/jaffle_shop/models/staging/stg_customers.sql b/target-base/compiled/jaffle_shop/models/staging/stg_customers.sql deleted file mode 100644 index 8ea3bcd15..000000000 --- a/target-base/compiled/jaffle_shop/models/staging/stg_customers.sql +++ /dev/null @@ -1,17 +0,0 @@ -with source as ( - select * from read_csv('jaffle-shop-data/raw_customers.csv', header = true, auto_detect = true) - -), - -renamed as ( - - select - id as customer_id, - first_name, - last_name - - from source - -) - -select * from renamed \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/staging/stg_orders.sql b/target-base/compiled/jaffle_shop/models/staging/stg_orders.sql deleted file mode 100644 index 568492e23..000000000 --- a/target-base/compiled/jaffle_shop/models/staging/stg_orders.sql +++ /dev/null @@ -1,18 +0,0 @@ -with source as ( - select * from read_csv('jaffle-shop-data/raw_orders.csv', header = true, auto_detect = true) - -), - -renamed as ( - - select - id as order_id, - user_id as customer_id, - order_date, - status - - from source - -) - -select * from renamed \ No newline at end of file diff --git a/target-base/compiled/jaffle_shop/models/staging/stg_payments.sql b/target-base/compiled/jaffle_shop/models/staging/stg_payments.sql deleted file mode 100644 index c1793467c..000000000 --- a/target-base/compiled/jaffle_shop/models/staging/stg_payments.sql +++ /dev/null @@ -1,20 +0,0 @@ -with source as ( - select * from read_csv('jaffle-shop-data/raw_payments.csv', header = true, auto_detect = true) - -), - -renamed as ( - - select - id as payment_id, - order_id, - payment_method, 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- - diff --git a/target-base/manifest.json b/target-base/manifest.json deleted file mode 100644 index c7616443c..000000000 --- a/target-base/manifest.json +++ /dev/null @@ -1 +0,0 @@ -{"metadata": {"dbt_schema_version": "https://schemas.getdbt.com/dbt/manifest/v12.json", "dbt_version": "1.8.1", "generated_at": "2025-04-05T03:25:51.003451Z", "invocation_id": "547a216d-5ec2-4549-bbf8-9bee4f347724", "env": {}, "project_name": "jaffle_shop", "project_id": "06e5b98c2db46f8a72cc4f66410e9b3b", "user_id": "034945e7-9072-4911-9f34-33f1b0be2cfe", "send_anonymous_usage_stats": true, "adapter_type": "duckdb"}, "nodes": {"model.jaffle_shop.customers": {"database": "jaffle_shop", "schema": "prod", "name": "customers", "resource_type": "model", "package_name": "jaffle_shop", "path": "customers.sql", "original_file_path": "models/customers.sql", "unique_id": "model.jaffle_shop.customers", "fqn": ["jaffle_shop", "customers"], "alias": "customers", "checksum": {"name": "sha256", "checksum": "d3b742d16b8ba5a1e9b7952a58fab257dd83524960d5adff6d2466a51855e41f"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "gold"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This table has basic information about a customer, as well as some derived facts based on a customer's orders", "columns": {"customer_id": {"name": "customer_id", "description": "This is a unique identifier for a customer", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_name": {"name": "first_name", "description": "Customer's first name. PII.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "last_name": {"name": "last_name", "description": "Customer's last name. PII.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_order": {"name": "first_order", "description": "Date (UTC) of a customer's first order", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "most_recent_order": {"name": "most_recent_order", "description": "Date (UTC) of a customer's most recent order", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_of_orders": {"name": "number_of_orders", "description": "Count of the number of orders a customer has placed", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "total_order_amount": {"name": "total_order_amount", "description": "Total value (AUD) of a customer's orders", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "gold"}, "patch_path": "jaffle_shop://models/schema.yml", "build_path": null, "unrendered_config": {"materialized": "table", "docs": {"node_color": "gold"}}, "created_at": 1743652731.632786, "relation_name": "\"jaffle_shop\".\"prod\".\"customers\"", "raw_code": "with customers as (\n\n select * from {{ ref('stg_customers') }}\n\n),\n\norders as (\n\n select * from {{ ref('stg_orders') }}\n\n),\n\npayments as (\n\n select * from {{ ref('stg_payments') }}\n\n),\n\ncustomer_orders as (\n\n select\n customer_id,\n\n min(order_date) as first_order,\n max(order_date) as most_recent_order,\n count(order_id) as number_of_orders\n from orders\n\n group by customer_id\n\n),\n\ncustomer_payments as (\n\n select\n orders.customer_id,\n sum(amount)::bigint as total_amount\n\n from payments\n\n left join orders on\n payments.order_id = orders.order_id\n\n group by orders.customer_id\n\n),\n\nfinal as (\n\n select\n customers.customer_id,\n customers.first_name,\n customers.last_name,\n customer_orders.first_order,\n customer_orders.most_recent_order,\n customer_orders.number_of_orders,\n customer_payments.total_amount as customer_lifetime_value\n\n from customers\n\n left join customer_orders\n on customers.customer_id = customer_orders.customer_id\n\n left join customer_payments\n on customers.customer_id = customer_payments.customer_id\n\n)\n\nselect * from final", "language": "sql", "refs": [{"name": "stg_customers", "package": null, "version": null}, {"name": "stg_orders", "package": null, "version": null}, {"name": "stg_payments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.stg_customers", "model.jaffle_shop.stg_orders", "model.jaffle_shop.stg_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/customers.sql", "compiled": true, "compiled_code": "with customers as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_customers\"\n\n),\n\norders as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_orders\"\n\n),\n\npayments as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_payments\"\n\n),\n\ncustomer_orders as (\n\n select\n customer_id,\n\n min(order_date) as first_order,\n max(order_date) as most_recent_order,\n count(order_id) as number_of_orders\n from orders\n\n group by customer_id\n\n),\n\ncustomer_payments as (\n\n select\n orders.customer_id,\n sum(amount)::bigint as total_amount\n\n from payments\n\n left join orders on\n payments.order_id = orders.order_id\n\n group by orders.customer_id\n\n),\n\nfinal as (\n\n select\n customers.customer_id,\n customers.first_name,\n customers.last_name,\n customer_orders.first_order,\n customer_orders.most_recent_order,\n customer_orders.number_of_orders,\n customer_payments.total_amount as customer_lifetime_value\n\n from customers\n\n left join customer_orders\n on customers.customer_id = customer_orders.customer_id\n\n left join customer_payments\n on customers.customer_id = customer_payments.customer_id\n\n)\n\nselect * from final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.orders": {"database": "jaffle_shop", "schema": "prod", "name": "orders", "resource_type": "model", "package_name": "jaffle_shop", "path": "orders.sql", "original_file_path": "models/orders.sql", "unique_id": "model.jaffle_shop.orders", "fqn": ["jaffle_shop", "orders"], "alias": "orders", "checksum": {"name": "sha256", "checksum": "27f8c79aad1cfd8411ab9c3d2ce8da1d787f7f05c58bbee1d247510dc426be0f"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "gold"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This table has basic information about orders, as well as some derived facts based on payments", "columns": {"order_id": {"name": "order_id", "description": "This is a unique identifier for an order", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_id": {"name": "customer_id", "description": "Foreign key to the customers table", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "order_date": {"name": "order_date", "description": "Date (UTC) that the order was placed", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "Orders can be one of the following statuses:\n\n| status | description |\n|----------------|------------------------------------------------------------------------------------------------------------------------|\n| placed | The order has been placed but has not yet left the warehouse |\n| shipped | The order has ben shipped to the customer and is currently in transit |\n| completed | The order has been received by the customer |\n| return_pending | The customer has indicated that they would like to return the order, but it has not yet been received at the warehouse |\n| returned | The order has been returned by the customer and received at the warehouse |", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "amount": {"name": "amount", "description": "Total amount (AUD) of the order", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "credit_card_amount": {"name": "credit_card_amount", "description": "Amount of the order (AUD) paid for by credit card", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "coupon_amount": {"name": "coupon_amount", "description": "Amount of the order (AUD) paid for by coupon", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "bank_transfer_amount": {"name": "bank_transfer_amount", "description": "Amount of the order (AUD) paid for by bank transfer", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "gift_card_amount": {"name": "gift_card_amount", "description": "Amount of the order (AUD) paid for by gift card", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "gold"}, "patch_path": "jaffle_shop://models/schema.yml", "build_path": null, "unrendered_config": {"materialized": "table", "docs": {"node_color": "gold"}}, "created_at": 1743652731.636801, "relation_name": "\"jaffle_shop\".\"prod\".\"orders\"", "raw_code": "{% set payment_methods = ['credit_card', 'coupon', 'bank_transfer', 'gift_card'] %}\n\nwith orders as (\n\n select * from {{ ref('stg_orders') }}\n\n),\n\npayments as (\n\n select * from {{ ref('stg_payments') }}\n\n),\n\norder_payments as (\n\n select\n order_id,\n\n {% for payment_method in payment_methods -%}\n sum(case when payment_method = '{{ payment_method }}' then amount else 0 end) as {{ payment_method }}_amount,\n {% endfor -%}\n\n sum(amount) as total_amount\n\n from payments\n\n group by order_id\n\n),\n\nfinal as (\n\n select\n orders.order_id,\n orders.customer_id,\n orders.order_date,\n orders.status,\n\n {% for payment_method in payment_methods -%}\n\n order_payments.{{ payment_method }}_amount,\n\n {% endfor -%}\n\n order_payments.total_amount as amount\n\n from orders\n\n\n left join order_payments\n on orders.order_id = order_payments.order_id\n\n)\n\nselect * from final", "language": "sql", "refs": [{"name": "stg_orders", "package": null, "version": null}, {"name": "stg_payments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.stg_orders", "model.jaffle_shop.stg_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/orders.sql", "compiled": true, "compiled_code": "\n\nwith orders as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_orders\"\n\n),\n\npayments as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_payments\"\n\n),\n\norder_payments as (\n\n select\n order_id,\n\n sum(case when payment_method = 'credit_card' then amount else 0 end) as credit_card_amount,\n sum(case when payment_method = 'coupon' then amount else 0 end) as coupon_amount,\n sum(case when payment_method = 'bank_transfer' then amount else 0 end) as bank_transfer_amount,\n sum(case when payment_method = 'gift_card' then amount else 0 end) as gift_card_amount,\n sum(amount) as total_amount\n\n from payments\n\n group by order_id\n\n),\n\nfinal as (\n\n select\n orders.order_id,\n orders.customer_id,\n orders.order_date,\n orders.status,\n\n order_payments.credit_card_amount,\n\n order_payments.coupon_amount,\n\n order_payments.bank_transfer_amount,\n\n order_payments.gift_card_amount,\n\n order_payments.total_amount as amount\n\n from orders\n\n\n left join order_payments\n on orders.order_id = order_payments.order_id\n\n)\n\nselect * from final", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.customer_segments": {"database": "jaffle_shop", "schema": "prod", "name": "customer_segments", "resource_type": "model", "package_name": "jaffle_shop", "path": "customer_segments.sql", "original_file_path": "models/customer_segments.sql", "unique_id": "model.jaffle_shop.customer_segments", "fqn": ["jaffle_shop", "customer_segments"], "alias": "customer_segments", "checksum": {"name": "sha256", "checksum": "087cd6709d57d09f41add0c201dab69c1c47314fab08aa020eb28bced18ebd05"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "gold"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This table categorizes customers based on their ordering behavior and value to the company, using derived metrics from their order history.", "columns": {"customer_id": {"name": "customer_id", "description": "This is a unique identifier for a customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_of_orders": {"name": "number_of_orders", "description": "Count of the number of orders a customer has placed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "customer_lifetime_value": {"name": "customer_lifetime_value", "description": "Total value (in currency) of all orders placed by a customer over their lifetime.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "order_frequency_segment": {"name": "order_frequency_segment", "description": "Categorization of customers based on how frequently they place orders.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "value_segment": {"name": "value_segment", "description": "Categorization of customers based on the monetary value they bring to the company.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "gold"}, "patch_path": "jaffle_shop://models/schema.yml", "build_path": null, "unrendered_config": {"materialized": "table", "docs": {"node_color": "gold"}}, "created_at": 1743652731.6338198, "relation_name": "\"jaffle_shop\".\"prod\".\"customer_segments\"", "raw_code": "-- Customer Segmentation based on number of orders and lifetime value\nSELECT\n customer_id,\n number_of_orders,\n customer_lifetime_value,\n CASE \n WHEN number_of_orders > 10 THEN 'Frequent Buyer'\n WHEN number_of_orders BETWEEN 5 AND 10 THEN 'Occasional Buyer'\n ELSE 'Rare Buyer'\n END AS order_frequency_segment,\n CASE \n WHEN customer_lifetime_value > 4000 THEN 'High Value'\n WHEN customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value'\n ELSE 'Low Value'\n END AS value_segment\nFROM {{ ref('customers') }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/customer_segments.sql", "compiled": true, "compiled_code": "-- Customer Segmentation based on number of orders and lifetime value\nSELECT\n customer_id,\n number_of_orders,\n customer_lifetime_value,\n CASE \n WHEN number_of_orders > 10 THEN 'Frequent Buyer'\n WHEN number_of_orders BETWEEN 5 AND 10 THEN 'Occasional Buyer'\n ELSE 'Rare Buyer'\n END AS order_frequency_segment,\n CASE \n WHEN customer_lifetime_value > 4000 THEN 'High Value'\n WHEN customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value'\n ELSE 'Low Value'\n END AS value_segment\nFROM \"jaffle_shop\".\"prod\".\"customers\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.customer_order_pattern": {"database": "jaffle_shop", "schema": "prod", "name": "customer_order_pattern", "resource_type": "model", "package_name": "jaffle_shop", "path": "customer_order_pattern.sql", "original_file_path": "models/customer_order_pattern.sql", "unique_id": "model.jaffle_shop.customer_order_pattern", "fqn": ["jaffle_shop", "customer_order_pattern"], "alias": "customer_order_pattern", "checksum": {"name": "sha256", "checksum": "5c35486768f205de8f347e0cad50c380f7ede6215e881221fbb165024c7b8b54"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "table", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "gold"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "This table provides detailed insights into the ordering patterns of customers, including the frequency and recency of their orders.", "columns": {"customer_id": {"name": "customer_id", "description": "This is a unique identifier for a customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "first_order": {"name": "first_order", "description": "Date (UTC) of a customer's first order.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "most_recent_order": {"name": "most_recent_order", "description": "Date (UTC) of a customer's most recent order.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "number_of_orders": {"name": "number_of_orders", "description": "Count of the number of orders a customer has placed.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "days_active": {"name": "days_active", "description": "The total number of days between a customer's first and most recent orders.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "avg_days_between_orders": {"name": "avg_days_between_orders", "description": "Average number of days between consecutive orders for a customer.", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "gold"}, "patch_path": "jaffle_shop://models/schema.yml", "build_path": null, "unrendered_config": {"materialized": "table", "docs": {"node_color": "gold"}}, "created_at": 1743652731.634541, "relation_name": "\"jaffle_shop\".\"prod\".\"customer_order_pattern\"", "raw_code": "-- Analyzing Order Patterns\nSELECT\n customer_id,\n first_order,\n most_recent_order,\n number_of_orders,\n DATEDIFF('day', first_order, most_recent_order) AS days_active,\n DATEDIFF('day', first_order, most_recent_order) / NULLIF(number_of_orders - 1, 0) AS avg_days_between_orders\nFROM {{ ref('customers') }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": [], "nodes": ["model.jaffle_shop.customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/customer_order_pattern.sql", "compiled": true, "compiled_code": "-- Analyzing Order Patterns\nSELECT\n customer_id,\n first_order,\n most_recent_order,\n number_of_orders,\n DATEDIFF('day', first_order, most_recent_order) AS days_active,\n DATEDIFF('day', first_order, most_recent_order) / NULLIF(number_of_orders - 1, 0) AS avg_days_between_orders\nFROM \"jaffle_shop\".\"prod\".\"customers\"", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.stg_customers": {"database": "jaffle_shop", "schema": "prod", "name": "stg_customers", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_customers.sql", "original_file_path": "models/staging/stg_customers.sql", "unique_id": "model.jaffle_shop.stg_customers", "fqn": ["jaffle_shop", "staging", "stg_customers"], "alias": "stg_customers", "checksum": {"name": "sha256", "checksum": "9d05ea3a433ea87c3b3e638120213b52b44904f86a9b47c8d0e131259dd4a58a"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "silver"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {"customer_id": {"name": "customer_id", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "silver"}, "patch_path": "jaffle_shop://models/staging/schema.yml", "build_path": null, "unrendered_config": {"materialized": "view", "docs": {"node_color": "silver"}}, "created_at": 1743652731.714411, "relation_name": "\"jaffle_shop\".\"prod\".\"stg_customers\"", "raw_code": "with source as (\n\n {#-\n Normally we would select from the table here, but we are using seeds to load\n our data in this project\n #}\n select * from {{ source('jaffle-shop-data', 'raw_customers') }}\n\n),\n\nrenamed as (\n\n select\n id as customer_id,\n first_name,\n last_name\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["jaffle-shop-data", "raw_customers"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.jaffle_shop.jaffle-shop-data.raw_customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/stg_customers.sql", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_customers.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as customer_id,\n first_name,\n last_name\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.stg_payments": {"database": "jaffle_shop", "schema": "prod", "name": "stg_payments", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_payments.sql", "original_file_path": "models/staging/stg_payments.sql", "unique_id": "model.jaffle_shop.stg_payments", "fqn": ["jaffle_shop", "staging", "stg_payments"], "alias": "stg_payments", "checksum": {"name": "sha256", "checksum": "d3f3dbee2304a6e607827c605a513959def50b215bca27ba3970634ab9624c98"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "silver"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {"payment_id": {"name": "payment_id", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "payment_method": {"name": "payment_method", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "silver"}, "patch_path": "jaffle_shop://models/staging/schema.yml", "build_path": null, "unrendered_config": {"materialized": "view", "docs": {"node_color": "silver"}}, "created_at": 1743652731.7154062, "relation_name": "\"jaffle_shop\".\"prod\".\"stg_payments\"", "raw_code": "with source as (\n \n {#-\n Normally we would select from the table here, but we are using seeds to load\n our data in this project\n #}\n select * from {{ source('jaffle-shop-data', 'raw_payments') }}\n\n),\n\nrenamed as (\n\n select\n id as payment_id,\n order_id,\n payment_method,\n\n -- `amount` is currently stored in cents, so we convert it to dollars\n amount / 100 as amount\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["jaffle-shop-data", "raw_payments"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.jaffle_shop.jaffle-shop-data.raw_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/stg_payments.sql", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_payments.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as payment_id,\n order_id,\n payment_method,\n\n -- `amount` is currently stored in cents, so we convert it to dollars\n amount / 100 as amount\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "model.jaffle_shop.stg_orders": {"database": "jaffle_shop", "schema": "prod", "name": "stg_orders", "resource_type": "model", "package_name": "jaffle_shop", "path": "staging/stg_orders.sql", "original_file_path": "models/staging/stg_orders.sql", "unique_id": "model.jaffle_shop.stg_orders", "fqn": ["jaffle_shop", "staging", "stg_orders"], "alias": "stg_orders", "checksum": {"name": "sha256", "checksum": "193b40dff284a3b9c31908a3b88d4ed4a0acdace36eae14a64911a21b52c3f33"}, "config": {"enabled": true, "alias": null, "schema": null, "database": null, "tags": [], "meta": {}, "group": null, "materialized": "view", "incremental_strategy": null, "persist_docs": {}, "post-hook": [], "pre-hook": [], "quoting": {}, "column_types": {}, "full_refresh": null, "unique_key": null, "on_schema_change": "ignore", "on_configuration_change": "apply", "grants": {}, "packages": [], "docs": {"show": true, "node_color": "silver"}, "contract": {"enforced": false, "alias_types": true}, "access": "protected"}, "tags": [], "description": "", "columns": {"order_id": {"name": "order_id", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}, "status": {"name": "status", "description": "", "meta": {}, "data_type": null, "constraints": [], "quote": null, "tags": []}}, "meta": {}, "group": null, "docs": {"show": true, "node_color": "silver"}, "patch_path": "jaffle_shop://models/staging/schema.yml", "build_path": null, "unrendered_config": {"materialized": "view", "docs": {"node_color": "silver"}}, "created_at": 1743652731.714768, "relation_name": "\"jaffle_shop\".\"prod\".\"stg_orders\"", "raw_code": "with source as (\n\n {#-\n Normally we would select from the table here, but we are using seeds to load\n our data in this project\n #}\n select * from {{ source('jaffle-shop-data', 'raw_orders') }}\n\n),\n\nrenamed as (\n\n select\n id as order_id,\n user_id as customer_id,\n order_date,\n status\n\n from source\n\n)\n\nselect * from renamed", "language": "sql", "refs": [], "sources": [["jaffle-shop-data", "raw_orders"]], "metrics": [], "depends_on": {"macros": [], "nodes": ["source.jaffle_shop.jaffle-shop-data.raw_orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/stg_orders.sql", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_orders.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as order_id,\n user_id as customer_id,\n order_date,\n status\n\n from source\n\n)\n\nselect * from renamed", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "access": "protected", "constraints": [], "version": null, "latest_version": null, "deprecation_date": null}, "test.jaffle_shop.unique_customers_customer_id.c5af1ff4b1": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_customers_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.unique_customers_customer_id.c5af1ff4b1", "fqn": ["jaffle_shop", "unique_customers_customer_id"], "alias": "unique_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.681602, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/unique_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customers\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customers", "attached_node": "model.jaffle_shop.customers", "test_metadata": {"name": "unique", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customers')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_customers_customer_id.5c9bf9911d": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_customers_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_customers_customer_id.5c9bf9911d", "fqn": ["jaffle_shop", "not_null_customers_customer_id"], "alias": "not_null_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.682785, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customers\"\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customers", "attached_node": "model.jaffle_shop.customers", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customers')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_customer_segments_customer_id.f3a5b61998": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_customer_segments_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_customer_segments_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.unique_customer_segments_customer_id.f3a5b61998", "fqn": ["jaffle_shop", "unique_customer_segments_customer_id"], "alias": "unique_customer_segments_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.683839, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customer_segments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customer_segments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_segments_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customer_segments\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customer_segments", "attached_node": "model.jaffle_shop.customer_segments", "test_metadata": {"name": "unique", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customer_segments')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_customer_segments_customer_id.bcd345d84b": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_customer_segments_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_customer_segments_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_customer_segments_customer_id.bcd345d84b", "fqn": ["jaffle_shop", "not_null_customer_segments_customer_id"], "alias": "not_null_customer_segments_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.684761, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customer_segments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customer_segments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_segments_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customer_segments\"\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customer_segments", "attached_node": "model.jaffle_shop.customer_segments", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customer_segments')) }}"}, "namespace": null}}, "test.jaffle_shop.accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value.089ad1c243": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value", "resource_type": "test", "package_name": "jaffle_shop", "path": "accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value.089ad1c243", "fqn": ["jaffle_shop", "accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value"], "alias": "accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0"}, "created_at": 1743652731.685684, "relation_name": null, "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0\") }}", "language": "sql", "refs": [{"name": "customer_segments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_accepted_values", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customer_segments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_customer_segme_9953bfc5b6269ad09e8130675fed4ab0.sql", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n value_segment as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"customer_segments\"\n group by value_segment\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'High Value','Medium Value','Low Value'\n)\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "value_segment", "file_key_name": "models.customer_segments", "attached_node": "model.jaffle_shop.customer_segments", "test_metadata": {"name": "accepted_values", "kwargs": {"values": ["High Value", "Medium Value", "Low Value"], "column_name": "value_segment", "model": "{{ get_where_subquery(ref('customer_segments')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_customer_order_pattern_customer_id.99ad852c54": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_customer_order_pattern_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_customer_order_pattern_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.unique_customer_order_pattern_customer_id.99ad852c54", "fqn": ["jaffle_shop", "unique_customer_order_pattern_customer_id"], "alias": "unique_customer_order_pattern_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.697702, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customer_order_pattern", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customer_order_pattern"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/unique_customer_order_pattern_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customer_order_pattern\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customer_order_pattern", "attached_node": "model.jaffle_shop.customer_order_pattern", "test_metadata": {"name": "unique", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customer_order_pattern')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_customer_order_pattern_customer_id.3f8f4d52ea": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_customer_order_pattern_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_customer_order_pattern_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_customer_order_pattern_customer_id.3f8f4d52ea", "fqn": ["jaffle_shop", "not_null_customer_order_pattern_customer_id"], "alias": "not_null_customer_order_pattern_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.698754, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customer_order_pattern", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customer_order_pattern"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_customer_order_pattern_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customer_order_pattern\"\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.customer_order_pattern", "attached_node": "model.jaffle_shop.customer_order_pattern", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('customer_order_pattern')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_orders_order_id.fed79b3a6e": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_orders_order_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.unique_orders_order_id.fed79b3a6e", "fqn": ["jaffle_shop", "unique_orders_order_id"], "alias": "unique_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.699718, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/unique_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n order_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere order_id is not null\ngroup by order_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "order_id", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "unique", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_order_id.cf6c17daed": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_order_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_order_id.cf6c17daed", "fqn": ["jaffle_shop", "not_null_orders_order_id"], "alias": "not_null_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.7006311, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere order_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "order_id", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_customer_id.c5f02694af": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_customer_id.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_customer_id.c5f02694af", "fqn": ["jaffle_shop", "not_null_orders_customer_id"], "alias": "not_null_orders_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.701529, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "relationships_orders_customer_id__customer_id__ref_customers_", "resource_type": "test", "package_name": "jaffle_shop", "path": "relationships_orders_customer_id__customer_id__ref_customers_.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2", "fqn": ["jaffle_shop", "relationships_orders_customer_id__customer_id__ref_customers_"], "alias": "relationships_orders_customer_id__customer_id__ref_customers_", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.702434, "relation_name": null, "raw_code": "{{ test_relationships(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "customers", "package": null, "version": null}, {"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_relationships", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.customers", "model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/relationships_orders_customer_id__customer_id__ref_customers_.sql", "compiled": true, "compiled_code": "\n \n \n\nwith child as (\n select customer_id as from_field\n from \"jaffle_shop\".\"prod\".\"orders\"\n where customer_id is not null\n),\n\nparent as (\n select customer_id as to_field\n from \"jaffle_shop\".\"prod\".\"customers\"\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "relationships", "kwargs": {"to": "ref('customers')", "field": "customer_id", "column_name": "customer_id", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.accepted_values_orders_status__placed__shipped__completed__return_pending__returned.be6b5b5ec3": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "accepted_values_orders_status__placed__shipped__completed__return_pending__returned", "resource_type": "test", "package_name": "jaffle_shop", "path": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.accepted_values_orders_status__placed__shipped__completed__return_pending__returned.be6b5b5ec3", "fqn": ["jaffle_shop", "accepted_values_orders_status__placed__shipped__completed__return_pending__returned"], "alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758"}, "created_at": 1743652731.706485, "relation_name": null, "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758\") }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_accepted_values", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/accepted_values_orders_1ce6ab157c285f7cd2ac656013faf758.sql", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n status as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"orders\"\n group by status\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'placed','shipped','completed','return_pending','returned'\n)\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "status", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "accepted_values", "kwargs": {"values": ["placed", "shipped", "completed", "return_pending", "returned"], "column_name": "status", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_amount.106140f9fd": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_amount", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_amount.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_amount.106140f9fd", "fqn": ["jaffle_shop", "not_null_orders_amount"], "alias": "not_null_orders_amount", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.709792, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_amount.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere amount is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "amount", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "amount", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_credit_card_amount.d3ca593b59": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_credit_card_amount", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_credit_card_amount.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_credit_card_amount.d3ca593b59", "fqn": ["jaffle_shop", "not_null_orders_credit_card_amount"], "alias": "not_null_orders_credit_card_amount", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.7107809, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_credit_card_amount.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect credit_card_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere credit_card_amount is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "credit_card_amount", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "credit_card_amount", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_coupon_amount.ab90c90625": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_coupon_amount", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_coupon_amount.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_coupon_amount.ab90c90625", "fqn": ["jaffle_shop", "not_null_orders_coupon_amount"], "alias": "not_null_orders_coupon_amount", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.7116811, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_coupon_amount.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect coupon_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere coupon_amount is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "coupon_amount", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "coupon_amount", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_bank_transfer_amount.7743500c49": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_bank_transfer_amount", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_bank_transfer_amount.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_bank_transfer_amount.7743500c49", "fqn": ["jaffle_shop", "not_null_orders_bank_transfer_amount"], "alias": "not_null_orders_bank_transfer_amount", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.712577, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_bank_transfer_amount.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect bank_transfer_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere bank_transfer_amount is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "bank_transfer_amount", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "bank_transfer_amount", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_orders_gift_card_amount.413a0d2d7a": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_orders_gift_card_amount", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_orders_gift_card_amount.sql", "original_file_path": "models/schema.yml", "unique_id": "test.jaffle_shop.not_null_orders_gift_card_amount.413a0d2d7a", "fqn": ["jaffle_shop", "not_null_orders_gift_card_amount"], "alias": "not_null_orders_gift_card_amount", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.713475, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/schema.yml/not_null_orders_gift_card_amount.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect gift_card_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere gift_card_amount is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "gift_card_amount", "file_key_name": "models.orders", "attached_node": "model.jaffle_shop.orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "gift_card_amount", "model": "{{ get_where_subquery(ref('orders')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_stg_customers_customer_id.c7614daada": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_stg_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_customers_customer_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.unique_stg_customers_customer_id.c7614daada", "fqn": ["jaffle_shop", "staging", "unique_stg_customers_customer_id"], "alias": "unique_stg_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.715935, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_customers\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.stg_customers", "attached_node": "model.jaffle_shop.stg_customers", "test_metadata": {"name": "unique", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('stg_customers')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_stg_customers_customer_id.e2cfb1f9aa": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_stg_customers_customer_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_customers_customer_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.not_null_stg_customers_customer_id.e2cfb1f9aa", "fqn": ["jaffle_shop", "staging", "not_null_stg_customers_customer_id"], "alias": "not_null_stg_customers_customer_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.716875, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_customers", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_customers"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_customers_customer_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"stg_customers\"\nwhere customer_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "customer_id", "file_key_name": "models.stg_customers", "attached_node": "model.jaffle_shop.stg_customers", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "customer_id", "model": "{{ get_where_subquery(ref('stg_customers')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_stg_orders_order_id.e3b841c71a": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_stg_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_orders_order_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.unique_stg_orders_order_id.e3b841c71a", "fqn": ["jaffle_shop", "staging", "unique_stg_orders_order_id"], "alias": "unique_stg_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.717794, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n order_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_orders\"\nwhere order_id is not null\ngroup by order_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "order_id", "file_key_name": "models.stg_orders", "attached_node": "model.jaffle_shop.stg_orders", "test_metadata": {"name": "unique", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('stg_orders')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_stg_orders_order_id.81cfe2fe64": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_stg_orders_order_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_orders_order_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.not_null_stg_orders_order_id.81cfe2fe64", "fqn": ["jaffle_shop", "staging", "not_null_stg_orders_order_id"], "alias": "not_null_stg_orders_order_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.718691, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_orders_order_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom \"jaffle_shop\".\"prod\".\"stg_orders\"\nwhere order_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "order_id", "file_key_name": "models.stg_orders", "attached_node": "model.jaffle_shop.stg_orders", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "order_id", "model": "{{ get_where_subquery(ref('stg_orders')) }}"}, "namespace": null}}, "test.jaffle_shop.accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned.080fb20aad": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned", "resource_type": "test", "package_name": "jaffle_shop", "path": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned.080fb20aad", "fqn": ["jaffle_shop", "staging", "accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned"], "alias": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58"}, "created_at": 1743652731.719603, "relation_name": null, "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58\") }}", "language": "sql", "refs": [{"name": "stg_orders", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_accepted_values", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_orders"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_orders_4f514bf94b77b7ea437830eec4421c58.sql", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n status as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"stg_orders\"\n group by status\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'placed','shipped','completed','return_pending','returned'\n)\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "status", "file_key_name": "models.stg_orders", "attached_node": "model.jaffle_shop.stg_orders", "test_metadata": {"name": "accepted_values", "kwargs": {"values": ["placed", "shipped", "completed", "return_pending", "returned"], "column_name": "status", "model": "{{ get_where_subquery(ref('stg_orders')) }}"}, "namespace": null}}, "test.jaffle_shop.unique_stg_payments_payment_id.3744510712": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "unique_stg_payments_payment_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "unique_stg_payments_payment_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.unique_stg_payments_payment_id.3744510712", "fqn": ["jaffle_shop", "staging", "unique_stg_payments_payment_id"], "alias": "unique_stg_payments_payment_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.721982, "relation_name": null, "raw_code": "{{ test_unique(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_payments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_unique", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/unique_stg_payments_payment_id.sql", "compiled": true, "compiled_code": "\n \n \n\nselect\n payment_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_payments\"\nwhere payment_id is not null\ngroup by payment_id\nhaving count(*) > 1\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "payment_id", "file_key_name": "models.stg_payments", "attached_node": "model.jaffle_shop.stg_payments", "test_metadata": {"name": "unique", "kwargs": {"column_name": "payment_id", "model": "{{ get_where_subquery(ref('stg_payments')) }}"}, "namespace": null}}, "test.jaffle_shop.not_null_stg_payments_payment_id.c19cc50075": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "not_null_stg_payments_payment_id", "resource_type": "test", "package_name": "jaffle_shop", "path": "not_null_stg_payments_payment_id.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.not_null_stg_payments_payment_id.c19cc50075", "fqn": ["jaffle_shop", "staging", "not_null_stg_payments_payment_id"], "alias": "not_null_stg_payments_payment_id", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": null, "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {}, "created_at": 1743652731.722889, "relation_name": null, "raw_code": "{{ test_not_null(**_dbt_generic_test_kwargs) }}", "language": "sql", "refs": [{"name": "stg_payments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_not_null", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/not_null_stg_payments_payment_id.sql", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect payment_id\nfrom \"jaffle_shop\".\"prod\".\"stg_payments\"\nwhere payment_id is null\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "payment_id", "file_key_name": "models.stg_payments", "attached_node": "model.jaffle_shop.stg_payments", "test_metadata": {"name": "not_null", "kwargs": {"column_name": "payment_id", "model": "{{ get_where_subquery(ref('stg_payments')) }}"}, "namespace": null}}, "test.jaffle_shop.accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card.3c3820f278": {"database": "jaffle_shop", "schema": "prod_dbt_test__audit", "name": "accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card", "resource_type": "test", "package_name": "jaffle_shop", "path": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql", "original_file_path": "models/staging/schema.yml", "unique_id": "test.jaffle_shop.accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card.3c3820f278", "fqn": ["jaffle_shop", "staging", "accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card"], "alias": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef", "checksum": {"name": "none", "checksum": ""}, "config": {"enabled": true, "alias": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef", "schema": "dbt_test__audit", "database": null, "tags": [], "meta": {}, "group": null, "materialized": "test", "severity": "ERROR", "store_failures": null, "store_failures_as": null, "where": null, "limit": null, "fail_calc": "count(*)", "warn_if": "!= 0", "error_if": "!= 0"}, "tags": [], "description": "", "columns": {}, "meta": {}, "group": null, "docs": {"show": true, "node_color": null}, "patch_path": null, "build_path": null, "unrendered_config": {"alias": "accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef"}, "created_at": 1743652731.723878, "relation_name": null, "raw_code": "{{ test_accepted_values(**_dbt_generic_test_kwargs) }}{{ config(alias=\"accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef\") }}", "language": "sql", "refs": [{"name": "stg_payments", "package": null, "version": null}], "sources": [], "metrics": [], "depends_on": {"macros": ["macro.dbt.test_accepted_values", "macro.dbt.get_where_subquery"], "nodes": ["model.jaffle_shop.stg_payments"]}, "compiled_path": "target-base/compiled/jaffle_shop/models/staging/schema.yml/accepted_values_stg_payments_c7909fb19b1f0177c2bf99c7912f06ef.sql", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n payment_method as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"stg_payments\"\n group by payment_method\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'credit_card','coupon','bank_transfer','gift_card'\n)\n\n\n", "extra_ctes_injected": true, "extra_ctes": [], "contract": {"enforced": false, "alias_types": true, "checksum": null}, "column_name": "payment_method", "file_key_name": "models.stg_payments", "attached_node": "model.jaffle_shop.stg_payments", "test_metadata": {"name": "accepted_values", "kwargs": {"values": ["credit_card", "coupon", "bank_transfer", "gift_card"], "column_name": "payment_method", "model": "{{ get_where_subquery(ref('stg_payments')) }}"}, "namespace": null}}}, "sources": {"source.jaffle_shop.jaffle-shop-data.raw_customers": {"database": "jaffle_shop", "schema": "jaffle-shop-data", "name": "raw_customers", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/sources.yml", "original_file_path": "models/staging/sources.yml", "unique_id": "source.jaffle_shop.jaffle-shop-data.raw_customers", "fqn": ["jaffle_shop", "staging", "jaffle-shop-data", "raw_customers"], "source_name": "jaffle-shop-data", "source_description": "", "loader": "", "identifier": "raw_customers", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "", "columns": {}, "meta": {"external_location": "read_csv('jaffle-shop-data/raw_customers.csv', header = true, auto_detect = true)"}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "read_csv('jaffle-shop-data/raw_customers.csv', header = true, auto_detect = true)", "created_at": 1743652731.794755}, "source.jaffle_shop.jaffle-shop-data.raw_orders": {"database": "jaffle_shop", "schema": "jaffle-shop-data", "name": "raw_orders", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/sources.yml", "original_file_path": "models/staging/sources.yml", "unique_id": "source.jaffle_shop.jaffle-shop-data.raw_orders", "fqn": ["jaffle_shop", "staging", "jaffle-shop-data", "raw_orders"], "source_name": "jaffle-shop-data", "source_description": "", "loader": "", "identifier": "raw_orders", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "", "columns": {}, "meta": {"external_location": "read_csv('jaffle-shop-data/raw_orders.csv', header = true, auto_detect = true)"}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "read_csv('jaffle-shop-data/raw_orders.csv', header = true, auto_detect = true)", "created_at": 1743652731.795597}, "source.jaffle_shop.jaffle-shop-data.raw_payments": {"database": "jaffle_shop", "schema": "jaffle-shop-data", "name": "raw_payments", "resource_type": "source", "package_name": "jaffle_shop", "path": "models/staging/sources.yml", "original_file_path": "models/staging/sources.yml", "unique_id": "source.jaffle_shop.jaffle-shop-data.raw_payments", "fqn": ["jaffle_shop", "staging", "jaffle-shop-data", "raw_payments"], "source_name": "jaffle-shop-data", "source_description": "", "loader": "", "identifier": "raw_payments", "quoting": {"database": null, "schema": null, "identifier": null, "column": null}, "loaded_at_field": null, "freshness": {"warn_after": {"count": null, "period": null}, "error_after": {"count": null, "period": null}, "filter": null}, "external": null, "description": "", "columns": {}, "meta": {"external_location": "read_csv('jaffle-shop-data/raw_payments.csv', header = true, auto_detect = true)"}, "source_meta": {}, "tags": [], "config": {"enabled": true}, "patch_path": null, "unrendered_config": {}, "relation_name": "read_csv('jaffle-shop-data/raw_payments.csv', header = true, auto_detect = true)", "created_at": 1743652731.795684}}, "macros": {"macro.dbt_duckdb.duckdb__get_binding_char": {"name": "duckdb__get_binding_char", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/seed.sql", "original_file_path": "macros/seed.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_binding_char", "macro_sql": "{% macro duckdb__get_binding_char() %}\n {{ return(adapter.get_binding_char()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.837246, "supported_languages": null}, "macro.dbt_duckdb.duckdb__get_batch_size": {"name": "duckdb__get_batch_size", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/seed.sql", "original_file_path": "macros/seed.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_batch_size", "macro_sql": "{% macro duckdb__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8373802, "supported_languages": null}, "macro.dbt_duckdb.duckdb__load_csv_rows": {"name": "duckdb__load_csv_rows", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/seed.sql", "original_file_path": "macros/seed.sql", "unique_id": "macro.dbt_duckdb.duckdb__load_csv_rows", "macro_sql": "{% macro duckdb__load_csv_rows(model, agate_table) %}\n {% if config.get('fast', true) %}\n {% set seed_file_path = adapter.get_seed_file_path(model) %}\n {% set delimiter = config.get('delimiter', ',') %}\n {% set sql %}\n COPY {{ this.render() }} FROM '{{ seed_file_path }}' (FORMAT CSV, HEADER TRUE, DELIMITER '{{ delimiter }}')\n {% endset %}\n {% do adapter.add_query(sql, abridge_sql_log=True) %}\n {{ return(sql) }}\n {% endif %}\n\n {% set batch_size = get_batch_size() %}\n {% set agate_table = adapter.convert_datetimes_to_strs(agate_table) %}\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8391879, "supported_languages": null}, "macro.dbt_duckdb.duckdb__snapshot_merge_sql": {"name": "duckdb__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/snapshot_helper.sql", "original_file_path": "macros/snapshot_helper.sql", "unique_id": "macro.dbt_duckdb.duckdb__snapshot_merge_sql", "macro_sql": "{% macro duckdb__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n update {{ target }} as DBT_INTERNAL_TARGET\n set dbt_valid_to = DBT_INTERNAL_SOURCE.dbt_valid_to\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_scd_id::text = DBT_INTERNAL_TARGET.dbt_scd_id::text\n and DBT_INTERNAL_SOURCE.dbt_change_type::text in ('update'::text, 'delete'::text)\n and DBT_INTERNAL_TARGET.dbt_valid_to is null;\n\n insert into {{ target }} ({{ insert_cols_csv }})\n select {% for column in insert_cols -%}\n DBT_INTERNAL_SOURCE.{{ column }} {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n from {{ source }} as DBT_INTERNAL_SOURCE\n where DBT_INTERNAL_SOURCE.dbt_change_type::text = 'insert'::text;\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.839863, "supported_languages": null}, "macro.dbt_duckdb.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/snapshot_helper.sql", "original_file_path": "macros/snapshot_helper.sql", "unique_id": "macro.dbt_duckdb.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(False, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.840329, "supported_languages": null}, "macro.dbt_duckdb.duckdb__post_snapshot": {"name": "duckdb__post_snapshot", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/snapshot_helper.sql", "original_file_path": "macros/snapshot_helper.sql", "unique_id": "macro.dbt_duckdb.duckdb__post_snapshot", "macro_sql": "{% macro duckdb__post_snapshot(staging_relation) %}\n {% do return(drop_relation(staging_relation)) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8405209, "supported_languages": null}, "macro.dbt_duckdb.duckdb__get_catalog": {"name": "duckdb__get_catalog", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/catalog.sql", "original_file_path": "macros/catalog.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_catalog", "macro_sql": "{% macro duckdb__get_catalog(information_schema, schemas) -%}\n {%- call statement('catalog', fetch_result=True) -%}\n with relations AS (\n select\n t.table_name\n , t.database_name\n , t.schema_name\n , 'BASE TABLE' as table_type\n , {{ adapter.catalog_comment('t') }} as table_comment\n from duckdb_tables() t\n WHERE t.database_name = '{{ database }}'\n UNION ALL\n SELECT v.view_name as table_name\n , v.database_name\n , v.schema_name\n , 'VIEW' as table_type\n , {{ adapter.catalog_comment('v') }} as table_comment\n from duckdb_views() v\n WHERE v.database_name = '{{ database }}'\n )\n select\n '{{ database }}' as table_database,\n r.schema_name as table_schema,\n r.table_name,\n r.table_type,\n r.table_comment,\n c.column_name,\n c.column_index as column_index,\n c.data_type as column_type,\n {{ adapter.catalog_comment('c') }} as column_comment,\n '' as table_owner\n FROM relations r JOIN duckdb_columns() c ON r.schema_name = c.schema_name AND r.table_name = c.table_name\n WHERE (\n {%- for schema in schemas -%}\n upper(r.schema_name) = upper('{{ schema }}'){%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n )\n ORDER BY\n r.schema_name,\n r.table_name,\n c.column_index\n {%- endcall -%}\n {{ return(load_result('catalog').table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.841393, "supported_languages": null}, "macro.dbt_duckdb.duckdb__create_schema": {"name": "duckdb__create_schema", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__create_schema", "macro_sql": "{% macro duckdb__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n {% set sql %}\n select type from duckdb_databases()\n where database_name='{{ relation.database }}'\n and type='sqlite'\n {% endset %}\n {% set results = run_query(sql) %}\n {% if results|length == 0 %}\n create schema if not exists {{ relation.without_identifier() }}\n {% else %}\n {% if relation.schema!='main' %}\n {{ exceptions.raise_compiler_error(\n \"Schema must be 'main' when writing to sqlite \"\n ~ \"instead got \" ~ relation.schema\n )}}\n {% endif %}\n {% endif %}\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.843461, "supported_languages": null}, "macro.dbt_duckdb.duckdb__drop_schema": {"name": "duckdb__drop_schema", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__drop_schema", "macro_sql": "{% macro duckdb__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {%- endcall -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.843643, "supported_languages": null}, "macro.dbt_duckdb.duckdb__list_schemas": {"name": "duckdb__list_schemas", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__list_schemas", "macro_sql": "{% macro duckdb__list_schemas(database) -%}\n {% set sql %}\n select schema_name\n from system.information_schema.schemata\n {% if database is not none %}\n where catalog_name = '{{ database }}'\n {% endif %}\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.843925, "supported_languages": null}, "macro.dbt_duckdb.duckdb__check_schema_exists": {"name": "duckdb__check_schema_exists", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__check_schema_exists", "macro_sql": "{% macro duckdb__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from system.information_schema.schemata\n where schema_name = '{{ schema }}'\n and catalog_name = '{{ information_schema.database }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.844167, "supported_languages": null}, "macro.dbt_duckdb.get_column_names": {"name": "get_column_names", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.get_column_names", "macro_sql": "{% macro get_column_names() %}\n {# loop through user_provided_columns to get column names #}\n {%- set user_provided_columns = model['columns'] -%}\n (\n {% for i in user_provided_columns %}\n {% set col = user_provided_columns[i] %}\n {{ col['name'] }} {{ \",\" if not loop.last }}\n {% endfor %}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.844506, "supported_languages": null}, "macro.dbt_duckdb.duckdb__create_table_as": {"name": "duckdb__create_table_as", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__create_table_as", "macro_sql": "{% macro duckdb__create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {%- if language == 'sql' -%}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(compiled_code) }}\n {% endif %}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% if contract_config.enforced and not temporary %}\n {#-- DuckDB doesnt support constraints on temp tables --#}\n {{ get_table_columns_and_constraints() }} ;\n insert into {{ relation }} {{ get_column_names() }} (\n {{ get_select_subquery(compiled_code) }}\n );\n {% else %}\n as (\n {{ compiled_code }}\n );\n {% endif %}\n {%- elif language == 'python' -%}\n {{ py_write_table(temporary=temporary, relation=relation, compiled_code=compiled_code) }}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"duckdb__create_table_as macro didn't get supported language, it got %s\" % language) %}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt_duckdb.get_column_names", "macro.dbt.get_select_subquery", "macro.dbt_duckdb.py_write_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.845498, "supported_languages": null}, "macro.dbt_duckdb.py_write_table": {"name": "py_write_table", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.py_write_table", "macro_sql": "{% macro py_write_table(temporary, relation, compiled_code) -%}\n{{ compiled_code }}\n\ndef materialize(df, con):\n try:\n import pyarrow\n pyarrow_available = True\n except ImportError:\n pyarrow_available = False\n finally:\n if pyarrow_available and isinstance(df, pyarrow.Table):\n # https://github.com/duckdb/duckdb/issues/6584\n import pyarrow.dataset\n con.execute('create table {{ relation }} as select * from df')\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8456619, "supported_languages": null}, "macro.dbt_duckdb.duckdb__create_view_as": {"name": "duckdb__create_view_as", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__create_view_as", "macro_sql": "{% macro duckdb__create_view_as(relation, sql) -%}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation }} as (\n {{ sql }}\n );\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.846048, "supported_languages": null}, "macro.dbt_duckdb.duckdb__get_columns_in_relation": {"name": "duckdb__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_columns_in_relation", "macro_sql": "{% macro duckdb__get_columns_in_relation(relation) -%}\n {% call statement('get_columns_in_relation', fetch_result=True) %}\n select\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from system.information_schema.columns\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n {% if relation.database %}\n and table_catalog = '{{ relation.database }}'\n {% endif %}\n order by ordinal_position\n\n {% endcall %}\n {% set table = load_result('get_columns_in_relation').table %}\n {{ return(sql_convert_columns_in_relation(table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.sql_convert_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.846508, "supported_languages": null}, "macro.dbt_duckdb.duckdb__list_relations_without_caching": {"name": "duckdb__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__list_relations_without_caching", "macro_sql": "{% macro duckdb__list_relations_without_caching(schema_relation) %}\n {% call statement('list_relations_without_caching', fetch_result=True) -%}\n select\n '{{ schema_relation.database }}' as database,\n table_name as name,\n table_schema as schema,\n CASE table_type\n WHEN 'BASE TABLE' THEN 'table'\n WHEN 'VIEW' THEN 'view'\n WHEN 'LOCAL TEMPORARY' THEN 'table'\n END as type\n from system.information_schema.tables\n where table_schema = '{{ schema_relation.schema }}'\n and table_catalog = '{{ schema_relation.database }}'\n {% endcall %}\n {{ return(load_result('list_relations_without_caching').table) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.846829, "supported_languages": null}, "macro.dbt_duckdb.duckdb__drop_relation": {"name": "duckdb__drop_relation", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__drop_relation", "macro_sql": "{% macro duckdb__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n drop {{ relation.type }} if exists {{ relation }} cascade\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8470368, "supported_languages": null}, "macro.dbt_duckdb.duckdb__rename_relation": {"name": "duckdb__rename_relation", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__rename_relation", "macro_sql": "{% macro duckdb__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter {{ to_relation.type }} {{ from_relation }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8473222, "supported_languages": null}, "macro.dbt_duckdb.duckdb__make_temp_relation": {"name": "duckdb__make_temp_relation", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__make_temp_relation", "macro_sql": "{% macro duckdb__make_temp_relation(base_relation, suffix) %}\n {% set tmp_identifier = base_relation.identifier ~ suffix ~ py_current_timestring() %}\n {% do return(base_relation.incorporate(\n path={\n \"identifier\": tmp_identifier,\n \"schema\": none,\n \"database\": none\n })) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.py_current_timestring"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.847708, "supported_languages": null}, "macro.dbt_duckdb.duckdb__current_timestamp": {"name": "duckdb__current_timestamp", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__current_timestamp", "macro_sql": "{% macro duckdb__current_timestamp() -%}\n now()\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.847786, "supported_languages": null}, "macro.dbt_duckdb.duckdb__snapshot_string_as_time": {"name": "duckdb__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__snapshot_string_as_time", "macro_sql": "{% macro duckdb__snapshot_string_as_time(timestamp) -%}\n {%- set result = \"'\" ~ timestamp ~ \"'::timestamp\" -%}\n {{ return(result) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.84795, "supported_languages": null}, "macro.dbt_duckdb.duckdb__snapshot_get_time": {"name": "duckdb__snapshot_get_time", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__snapshot_get_time", "macro_sql": "{% macro duckdb__snapshot_get_time() -%}\n {{ current_timestamp() }}::timestamp\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8480482, "supported_languages": null}, "macro.dbt_duckdb.duckdb__get_incremental_default_sql": {"name": "duckdb__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_incremental_default_sql", "macro_sql": "{% macro duckdb__get_incremental_default_sql(arg_dict) %}\n {% do return(get_incremental_delete_insert_sql(arg_dict)) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.848188, "supported_languages": null}, "macro.dbt_duckdb.location_exists": {"name": "location_exists", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.location_exists", "macro_sql": "{% macro location_exists(location) -%}\n {% do return(adapter.location_exists(location)) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.848331, "supported_languages": null}, "macro.dbt_duckdb.write_to_file": {"name": "write_to_file", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.write_to_file", "macro_sql": "{% macro write_to_file(relation, location, options) -%}\n {% call statement('write_to_file') -%}\n copy {{ relation }} to '{{ location }}' ({{ options }})\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.848534, "supported_languages": null}, "macro.dbt_duckdb.store_relation": {"name": "store_relation", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.store_relation", "macro_sql": "{% macro store_relation(plugin, relation, location, format, config) -%}\n {%- set column_list = adapter.get_columns_in_relation(relation) -%}\n {% do adapter.store_relation(plugin, relation, column_list, location, format, config) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.848864, "supported_languages": null}, "macro.dbt_duckdb.render_write_options": {"name": "render_write_options", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/adapters.sql", "original_file_path": "macros/adapters.sql", "unique_id": "macro.dbt_duckdb.render_write_options", "macro_sql": "{% macro render_write_options(config) -%}\n {% set options = config.get('options', {}) %}\n {% if options is not mapping %}\n {% do exceptions.raise_compiler_error(\"The options argument must be a dictionary\") %}\n {% endif %}\n\n {% for k in options %}\n {% set _ = options.update({k: render(options[k])}) %}\n {% endfor %}\n\n {# legacy top-level write options #}\n {% if config.get('format') %}\n {% set _ = options.update({'format': render(config.get('format'))}) %}\n {% endif %}\n {% if config.get('delimiter') %}\n {% set _ = options.update({'delimiter': render(config.get('delimiter'))}) %}\n {% endif %}\n\n {% do return(options) %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8497548, "supported_languages": null}, "macro.dbt_duckdb.duckdb_escape_comment": {"name": "duckdb_escape_comment", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/persist_docs.sql", "original_file_path": "macros/persist_docs.sql", "unique_id": "macro.dbt_duckdb.duckdb_escape_comment", "macro_sql": "{% macro duckdb_escape_comment(comment) -%}\n {% if comment is not string %}\n {% do exceptions.raise_compiler_error('cannot escape a non-string: ' ~ comment) %}\n {% endif %}\n {%- set magic = '$dbt_comment_literal_block$' -%}\n {%- if magic in comment -%}\n {%- do exceptions.raise_compiler_error('The string ' ~ magic ~ ' is not allowed in comments.') -%}\n {%- endif -%}\n {{ magic }}{{ comment }}{{ magic }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.850444, "supported_languages": null}, "macro.dbt_duckdb.duckdb__alter_relation_comment": {"name": "duckdb__alter_relation_comment", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/persist_docs.sql", "original_file_path": "macros/persist_docs.sql", "unique_id": "macro.dbt_duckdb.duckdb__alter_relation_comment", "macro_sql": "{% macro duckdb__alter_relation_comment(relation, comment) %}\n {% set escaped_comment = duckdb_escape_comment(comment) %}\n comment on {{ relation.type }} {{ relation }} is {{ escaped_comment }};\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.850649, "supported_languages": null}, "macro.dbt_duckdb.duckdb__alter_column_comment": {"name": "duckdb__alter_column_comment", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/persist_docs.sql", "original_file_path": "macros/persist_docs.sql", "unique_id": "macro.dbt_duckdb.duckdb__alter_column_comment", "macro_sql": "{% macro duckdb__alter_column_comment(relation, column_dict) %}\n {% set existing_columns = adapter.get_columns_in_relation(relation) | map(attribute=\"name\") | list %}\n {% for column_name in column_dict if (column_name in existing_columns) %}\n {% set comment = column_dict[column_name]['description'] %}\n {% set escaped_comment = duckdb_escape_comment(comment) %}\n comment on column {{ relation }}.{{ adapter.quote(column_name) if column_dict[column_name]['quote'] else column_name }} is {{ escaped_comment }};\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb_escape_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.851191, "supported_languages": null}, "macro.dbt_duckdb.duckdb__get_delete_insert_merge_sql": {"name": "duckdb__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/incremental_helper.sql", "original_file_path": "macros/incremental_helper.sql", "unique_id": "macro.dbt_duckdb.duckdb__get_delete_insert_merge_sql", "macro_sql": "{% macro duckdb__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }} as DBT_INCREMENTAL_TARGET\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = DBT_INCREMENTAL_TARGET.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.852428, "supported_languages": null}, "macro.dbt_duckdb.duckdb__alter_relation_add_remove_columns": {"name": "duckdb__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/columns.sql", "original_file_path": "macros/columns.sql", "unique_id": "macro.dbt_duckdb.duckdb__alter_relation_add_remove_columns", "macro_sql": "{% macro duckdb__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns %}\n {% for column in add_columns %}\n {% set sql -%}\n alter {{ relation.type }} {{ relation }} add column\n {{ column.name }} {{ column.data_type }}\n {%- endset -%}\n {% do run_query(sql) %}\n {% endfor %}\n {% endif %}\n\n {% if remove_columns %}\n {% for column in remove_columns %}\n {% set sql -%}\n alter {{ relation.type }} {{ relation }} drop column\n {{ column.name }}\n {%- endset -%}\n {% do run_query(sql) %}\n {% endfor %}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.853218, "supported_languages": null}, "macro.dbt_duckdb.materialization_table_duckdb": {"name": "materialization_table_duckdb", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/materializations/table.sql", "original_file_path": "macros/materializations/table.sql", "unique_id": "macro.dbt_duckdb.materialization_table_duckdb", "macro_sql": "{% materialization table, adapter=\"duckdb\", supported_languages=['sql', 'python'] %}\n\n {%- set language = model['language'] -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main', language=language) -%}\n {{- create_table_as(False, intermediate_relation, compiled_code, language) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.855318, "supported_languages": ["sql", "python"]}, "macro.dbt_duckdb.materialization_external_duckdb": {"name": "materialization_external_duckdb", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/materializations/external.sql", "original_file_path": "macros/materializations/external.sql", "unique_id": "macro.dbt_duckdb.materialization_external_duckdb", "macro_sql": "{% materialization external, adapter=\"duckdb\", supported_languages=['sql', 'python'] %}\n\n {%- set location = render(config.get('location', default=external_location(this, config))) -%})\n {%- set rendered_options = render_write_options(config) -%}\n {%- set format = config.get('format', 'parquet') -%}\n {%- set write_options = adapter.external_write_options(location, rendered_options) -%}\n {%- set read_location = adapter.external_read_location(location, rendered_options) -%}\n\n -- set language - python or sql\n {%- set language = model['language'] -%}\n\n {%- set target_relation = this.incorporate(type='view') %}\n\n -- Continue as normal materialization\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set temp_relation = make_intermediate_relation(this.incorporate(type='table'), suffix='__dbt_tmp') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation, suffix='__dbt_int') -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_temp_relation = load_cached_relation(temp_relation) -%}\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_temp_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('create_table', language=language) -%}\n {{- create_table_as(False, temp_relation, compiled_code, language) }}\n {%- endcall %}\n\n -- write an temp relation into file\n {{ write_to_file(temp_relation, location, write_options) }}\n -- create a view on top of the location\n {% call statement('main', language='sql') -%}\n create or replace view {{ intermediate_relation }} as (\n select * from '{{ read_location }}'\n );\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(temp_relation) }}\n\n -- register table into glue\n {%- set plugin_name = config.get('plugin') -%}\n {%- set glue_register = config.get('glue_register', default=false) -%}\n {%- set partition_columns = config.get('partition_columns', []) -%}\n {% if plugin_name is not none or glue_register is true %}\n {% if glue_register %}\n {# legacy hack to set the glue database name, deprecate this #}\n {%- set plugin_name = 'glue|' ~ config.get('glue_database', 'default') -%}\n {% endif %}\n {% do store_relation(plugin_name, target_relation, location, format, config) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt_duckdb.external_location", "macro.dbt_duckdb.render_write_options", "macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt_duckdb.write_to_file", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt_duckdb.store_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.859021, "supported_languages": ["sql", "python"]}, "macro.dbt_duckdb.materialization_incremental_duckdb": {"name": "materialization_incremental_duckdb", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/materializations/incremental.sql", "original_file_path": "macros/materializations/incremental.sql", "unique_id": "macro.dbt_duckdb.materialization_incremental_duckdb", "macro_sql": "{% materialization incremental, adapter=\"duckdb\", supported_languages=['sql', 'python'] -%}\n\n {%- set language = model['language'] -%}\n -- only create temp tables if using local duckdb, as it is not currently supported for remote databases\n {%- set temporary = not adapter.is_motherduck() -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% if existing_relation is none %}\n {% set build_sql = create_table_as(False, target_relation, compiled_code, language) %}\n {% elif full_refresh_mode %}\n {% set build_sql = create_table_as(False, intermediate_relation, compiled_code, language) %}\n {% set need_swap = true %}\n {% else %}\n {% if not temporary %}\n -- if not using a temporary table we will update the temp relation to use a different temp schema (\"dbt_temp\" by default)\n {% set temp_relation = temp_relation.incorporate(path=adapter.get_temp_relation_path(this)) %}\n {% do run_query(create_schema(temp_relation)) %}\n -- then drop the temp relation after we insert the incremental data into the target relation\n {% do to_drop.append(temp_relation) %}\n {% endif %}\n {% if language == 'python' %}\n {% set build_python = create_table_as(False, temp_relation, compiled_code, language) %}\n {% call statement(\"pre\", language=language) %}\n {{- build_python }}\n {% endcall %}\n {% else %} {# SQL #}\n {% do run_query(create_table_as(temporary, temp_relation, compiled_code, language)) %}\n {% endif %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n {% set language = \"sql\" %}\n\n {% endif %}\n\n {% call statement(\"main\", language=language) %}\n {{- build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.create_table_as", "macro.dbt.run_query", "macro.dbt.create_schema", "macro.dbt.statement", "macro.dbt.process_schema_changes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8637922, "supported_languages": ["sql", "python"]}, "macro.dbt_duckdb.duckdb__dateadd": {"name": "duckdb__dateadd", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt_duckdb.duckdb__dateadd", "macro_sql": "{% macro duckdb__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n date_add({{ from_date_or_timestamp }}, interval ({{ interval }}) {{ datepart }})\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.864039, "supported_languages": null}, "macro.dbt_duckdb.duckdb__listagg": {"name": "duckdb__listagg", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt_duckdb.duckdb__listagg", "macro_sql": "{% macro duckdb__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n {% if limit_num -%}\n list_aggr(\n (array_agg(\n {{ measure }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n ))[1:{{ limit_num }}],\n 'string_agg',\n {{ delimiter_text }}\n )\n {%- else %}\n string_agg(\n {{ measure }},\n {{ delimiter_text }}\n {% if order_by_clause -%}\n {{ order_by_clause }}\n {%- endif %}\n )\n {%- endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8645601, "supported_languages": null}, "macro.dbt_duckdb.duckdb__datediff": {"name": "duckdb__datediff", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt_duckdb.duckdb__datediff", "macro_sql": "{% macro duckdb__datediff(first_date, second_date, datepart) -%}\n date_diff('{{ datepart }}', {{ first_date }}::timestamp, {{ second_date}}::timestamp )\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8647711, "supported_languages": null}, "macro.dbt_duckdb.duckdb__any_value": {"name": "duckdb__any_value", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt_duckdb.duckdb__any_value", "macro_sql": "{% macro duckdb__any_value(expression) -%}\n\n arbitrary({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.864906, "supported_languages": null}, "macro.dbt_duckdb.register_upstream_external_models": {"name": "register_upstream_external_models", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/upstream.sql", "original_file_path": "macros/utils/upstream.sql", "unique_id": "macro.dbt_duckdb.register_upstream_external_models", "macro_sql": "{%- macro register_upstream_external_models() -%}\n{% if execute %}\n{% set upstream_nodes = {} %}\n{% set upstream_schemas = {} %}\n{% for node in selected_resources %}\n {% for upstream_node in graph['nodes'][node]['depends_on']['nodes'] %}\n {% if upstream_node not in upstream_nodes and upstream_node not in selected_resources %}\n {% do upstream_nodes.update({upstream_node: None}) %}\n {% set upstream = graph['nodes'].get(upstream_node) %}\n {% if upstream\n and upstream.resource_type in ('model', 'seed')\n and upstream.config.materialized=='external'\n %}\n {%- set upstream_rel = api.Relation.create(\n database=upstream['database'],\n schema=upstream['schema'],\n identifier=upstream['alias']\n ) -%}\n {%- set location = upstream.config.get('location', external_location(upstream_rel, upstream.config)) -%}\n {%- set rendered_options = render_write_options(upstream.config) -%}\n {%- set upstream_location = adapter.external_read_location(location, rendered_options) -%}\n {% if upstream_rel.schema not in upstream_schemas %}\n {% call statement('main', language='sql') -%}\n create schema if not exists {{ upstream_rel.schema }}\n {%- endcall %}\n {% do upstream_schemas.update({upstream_rel.schema: None}) %}\n {% endif %}\n {% call statement('main', language='sql') -%}\n create or replace view {{ upstream_rel }} as (\n select * from '{{ upstream_location }}'\n );\n {%- endcall %}\n {%- endif %}\n {% endif %}\n {% endfor %}\n{% endfor %}\n{% do adapter.commit() %}\n{% endif %}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_duckdb.external_location", "macro.dbt_duckdb.render_write_options", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.866791, "supported_languages": null}, "macro.dbt_duckdb.duckdb__split_part": {"name": "duckdb__split_part", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/splitpart.sql", "original_file_path": "macros/utils/splitpart.sql", "unique_id": "macro.dbt_duckdb.duckdb__split_part", "macro_sql": "{% macro duckdb__split_part(string_text, delimiter_text, part_number) %}\n string_split({{ string_text }}, {{ delimiter_text }})[ {{ part_number }} ]\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.867009, "supported_languages": null}, "macro.dbt_duckdb.duckdb__last_day": {"name": "duckdb__last_day", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/lastday.sql", "original_file_path": "macros/utils/lastday.sql", "unique_id": "macro.dbt_duckdb.duckdb__last_day", "macro_sql": "{% macro duckdb__last_day(date, datepart) -%}\n\n {%- if datepart == 'quarter' -%}\n -- duckdb dateadd does not support quarter interval.\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd('month', '3', dbt.date_trunc(datepart, date))\n )}}\n as date)\n {%- else -%}\n {{dbt.default_last_day(date, datepart)}}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc", "macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.867486, "supported_languages": null}, "macro.dbt_duckdb.external_location": {"name": "external_location", "resource_type": "macro", "package_name": "dbt_duckdb", "path": "macros/utils/external_location.sql", "original_file_path": "macros/utils/external_location.sql", "unique_id": "macro.dbt_duckdb.external_location", "macro_sql": "{%- macro external_location(relation, config) -%}\n {%- if config.get('options', {}).get('partition_by') is none -%}\n {%- set format = config.get('format', 'parquet') -%}\n {{- adapter.external_root() }}/{{ relation.identifier }}.{{ format }}\n {%- else -%}\n {{- adapter.external_root() }}/{{ relation.identifier }}\n {%- endif -%}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.868008, "supported_languages": null}, "macro.dbt.run_hooks": {"name": "run_hooks", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.run_hooks", "macro_sql": "{% macro run_hooks(hooks, inside_transaction=True) %}\n {% for hook in hooks | selectattr('transaction', 'equalto', inside_transaction) %}\n {% if not inside_transaction and loop.first %}\n {% call statement(auto_begin=inside_transaction) %}\n commit;\n {% endcall %}\n {% endif %}\n {% set rendered = render(hook.get('sql')) | trim %}\n {% if (rendered | length) > 0 %}\n {% call statement(auto_begin=inside_transaction) %}\n {{ rendered }}\n {% endcall %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.868829, "supported_languages": null}, "macro.dbt.make_hook_config": {"name": "make_hook_config", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.make_hook_config", "macro_sql": "{% macro make_hook_config(sql, inside_transaction) %}\n {{ tojson({\"sql\": sql, \"transaction\": inside_transaction}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.869011, "supported_languages": null}, "macro.dbt.before_begin": {"name": "before_begin", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.before_begin", "macro_sql": "{% macro before_begin(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8691468, "supported_languages": null}, "macro.dbt.in_transaction": {"name": "in_transaction", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.in_transaction", "macro_sql": "{% macro in_transaction(sql) %}\n {{ make_hook_config(sql, inside_transaction=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.869285, "supported_languages": null}, "macro.dbt.after_commit": {"name": "after_commit", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/hooks.sql", "original_file_path": "macros/materializations/hooks.sql", "unique_id": "macro.dbt.after_commit", "macro_sql": "{% macro after_commit(sql) %}\n {{ make_hook_config(sql, inside_transaction=False) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_hook_config"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.869417, "supported_languages": null}, "macro.dbt.set_sql_header": {"name": "set_sql_header", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.set_sql_header", "macro_sql": "{% macro set_sql_header(config) -%}\n {{ config.set('sql_header', caller()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.869708, "supported_languages": null}, "macro.dbt.should_full_refresh": {"name": "should_full_refresh", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_full_refresh", "macro_sql": "{% macro should_full_refresh() %}\n {% set config_full_refresh = config.get('full_refresh') %}\n {% if config_full_refresh is none %}\n {% set config_full_refresh = flags.FULL_REFRESH %}\n {% endif %}\n {% do return(config_full_refresh) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.869984, "supported_languages": null}, "macro.dbt.should_store_failures": {"name": "should_store_failures", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/configs.sql", "original_file_path": "macros/materializations/configs.sql", "unique_id": "macro.dbt.should_store_failures", "macro_sql": "{% macro should_store_failures() %}\n {% set config_store_failures = config.get('store_failures') %}\n {% if config_store_failures is none %}\n {% set config_store_failures = flags.STORE_FAILURES %}\n {% endif %}\n {% do return(config_store_failures) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.87027, "supported_languages": null}, "macro.dbt.snapshot_merge_sql": {"name": "snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.snapshot_merge_sql", "macro_sql": "{% macro snapshot_merge_sql(target, source, insert_cols) -%}\n {{ adapter.dispatch('snapshot_merge_sql', 'dbt')(target, source, insert_cols) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__snapshot_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.870683, "supported_languages": null}, "macro.dbt.default__snapshot_merge_sql": {"name": "default__snapshot_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot_merge.sql", "original_file_path": "macros/materializations/snapshots/snapshot_merge.sql", "unique_id": "macro.dbt.default__snapshot_merge_sql", "macro_sql": "{% macro default__snapshot_merge_sql(target, source, insert_cols) -%}\n {%- set insert_cols_csv = insert_cols | join(', ') -%}\n\n {%- set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() -%}\n\n merge into {{ target.render() }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on DBT_INTERNAL_SOURCE.{{ columns.dbt_scd_id }} = DBT_INTERNAL_DEST.{{ columns.dbt_scd_id }}\n\n when matched\n {% if config.get(\"dbt_valid_to_current\") %}\n and (DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or\n DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null)\n {% else %}\n and DBT_INTERNAL_DEST.{{ columns.dbt_valid_to }} is null\n {% endif %}\n and DBT_INTERNAL_SOURCE.dbt_change_type in ('update', 'delete')\n then update\n set {{ columns.dbt_valid_to }} = DBT_INTERNAL_SOURCE.{{ columns.dbt_valid_to }}\n\n when not matched\n and DBT_INTERNAL_SOURCE.dbt_change_type = 'insert'\n then insert ({{ insert_cols_csv }})\n values ({{ insert_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.871397, "supported_languages": null}, "macro.dbt.strategy_dispatch": {"name": "strategy_dispatch", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.strategy_dispatch", "macro_sql": "{% macro strategy_dispatch(name) -%}\n{% set original_name = name %}\n {% if '.' in name %}\n {% set package_name, name = name.split(\".\", 1) %}\n {% else %}\n {% set package_name = none %}\n {% endif %}\n\n {% if package_name is none %}\n {% set package_context = context %}\n {% elif package_name in context %}\n {% set package_context = context[package_name] %}\n {% else %}\n {% set error_msg %}\n Could not find package '{{package_name}}', called with '{{original_name}}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n\n {%- set search_name = 'snapshot_' ~ name ~ '_strategy' -%}\n\n {% if search_name not in package_context %}\n {% set error_msg %}\n The specified strategy macro '{{name}}' was not found in package '{{ package_name }}'\n {% endset %}\n {{ exceptions.raise_compiler_error(error_msg | trim) }}\n {% endif %}\n {{ return(package_context[search_name]) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.873514, "supported_languages": null}, "macro.dbt.snapshot_hash_arguments": {"name": "snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_hash_arguments", "macro_sql": "{% macro snapshot_hash_arguments(args) -%}\n {{ adapter.dispatch('snapshot_hash_arguments', 'dbt')(args) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8737411, "supported_languages": null}, "macro.dbt.default__snapshot_hash_arguments": {"name": "default__snapshot_hash_arguments", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_hash_arguments", "macro_sql": "{% macro default__snapshot_hash_arguments(args) -%}\n md5({%- for arg in args -%}\n coalesce(cast({{ arg }} as varchar ), '')\n {% if not loop.last %} || '|' || {% endif %}\n {%- endfor -%})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.873972, "supported_languages": null}, "macro.dbt.snapshot_timestamp_strategy": {"name": "snapshot_timestamp_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_timestamp_strategy", "macro_sql": "{% macro snapshot_timestamp_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n {% set primary_key = config.get('unique_key') %}\n {% set updated_at = config.get('updated_at') %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n {#/*\n The snapshot relation might not have an {{ updated_at }} value if the\n snapshot strategy is changed from `check` to `timestamp`. We\n should use a dbt-created column for the comparison in the snapshot\n table instead of assuming that the user-supplied {{ updated_at }}\n will be present in the historical data.\n\n See https://github.com/dbt-labs/dbt-core/issues/2350\n */ #}\n {% set row_changed_expr -%}\n ({{ snapshotted_rel }}.{{ columns.dbt_valid_from }} < {{ current_rel }}.{{ updated_at }})\n {%- endset %}\n\n {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8748338, "supported_languages": null}, "macro.dbt.snapshot_string_as_time": {"name": "snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_string_as_time", "macro_sql": "{% macro snapshot_string_as_time(timestamp) -%}\n {{ adapter.dispatch('snapshot_string_as_time', 'dbt')(timestamp) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__snapshot_string_as_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8749938, "supported_languages": null}, "macro.dbt.default__snapshot_string_as_time": {"name": "default__snapshot_string_as_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.default__snapshot_string_as_time", "macro_sql": "{% macro default__snapshot_string_as_time(timestamp) %}\n {% do exceptions.raise_not_implemented(\n 'snapshot_string_as_time macro not implemented for adapter '+adapter.type()\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.875158, "supported_languages": null}, "macro.dbt.snapshot_check_all_get_existing_columns": {"name": "snapshot_check_all_get_existing_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_all_get_existing_columns", "macro_sql": "{% macro snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) -%}\n {%- if not target_exists -%}\n {#-- no table yet -> return whatever the query does --#}\n {{ return((false, query_columns)) }}\n {%- endif -%}\n\n {#-- handle any schema changes --#}\n {%- set target_relation = adapter.get_relation(database=node.database, schema=node.schema, identifier=node.alias) -%}\n\n {% if check_cols_config == 'all' %}\n {%- set query_columns = get_columns_in_query(node['compiled_code']) -%}\n\n {% elif check_cols_config is iterable and (check_cols_config | length) > 0 %}\n {#-- query for proper casing/quoting, to support comparison below --#}\n {%- set select_check_cols_from_target -%}\n {#-- N.B. The whitespace below is necessary to avoid edge case issue with comments --#}\n {#-- See: https://github.com/dbt-labs/dbt-core/issues/6781 --#}\n select {{ check_cols_config | join(', ') }} from (\n {{ node['compiled_code'] }}\n ) subq\n {%- endset -%}\n {% set query_columns = get_columns_in_query(select_check_cols_from_target) %}\n\n {% else %}\n {% do exceptions.raise_compiler_error(\"Invalid value for 'check_cols': \" ~ check_cols_config) %}\n {% endif %}\n\n {%- set existing_cols = adapter.get_columns_in_relation(target_relation) | map(attribute = 'name') | list -%}\n {%- set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {%- set ns.column_added = false -%}\n\n {%- set intersection = [] -%}\n {%- for col in query_columns -%}\n {%- if col in existing_cols -%}\n {%- do intersection.append(adapter.quote(col)) -%}\n {%- else -%}\n {% set ns.column_added = true %}\n {%- endif -%}\n {%- endfor -%}\n {{ return((ns.column_added, intersection)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.876471, "supported_languages": null}, "macro.dbt.snapshot_check_strategy": {"name": "snapshot_check_strategy", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/strategies.sql", "original_file_path": "macros/materializations/snapshots/strategies.sql", "unique_id": "macro.dbt.snapshot_check_strategy", "macro_sql": "{% macro snapshot_check_strategy(node, snapshotted_rel, current_rel, model_config, target_exists) %}\n {# The model_config parameter is no longer used, but is passed in anyway for compatibility. #}\n {% set check_cols_config = config.get('check_cols') %}\n {% set primary_key = config.get('unique_key') %}\n {% set invalidate_hard_deletes = config.get('invalidate_hard_deletes') or false %}\n {% set updated_at = config.get('updated_at') or snapshot_get_time() %}\n\n {% set column_added = false %}\n\n {% set column_added, check_cols = snapshot_check_all_get_existing_columns(node, target_exists, check_cols_config) %}\n\n {%- set row_changed_expr -%}\n (\n {%- if column_added -%}\n {{ get_true_sql() }}\n {%- else -%}\n {%- for col in check_cols -%}\n {{ snapshotted_rel }}.{{ col }} != {{ current_rel }}.{{ col }}\n or\n (\n (({{ snapshotted_rel }}.{{ col }} is null) and not ({{ current_rel }}.{{ col }} is null))\n or\n ((not {{ snapshotted_rel }}.{{ col }} is null) and ({{ current_rel }}.{{ col }} is null))\n )\n {%- if not loop.last %} or {% endif -%}\n {%- endfor -%}\n {%- endif -%}\n )\n {%- endset %}\n\n {% set scd_args = api.Relation.scd_args(primary_key, updated_at) %}\n {% set scd_id_expr = snapshot_hash_arguments(scd_args) %}\n\n {% do return({\n \"unique_key\": primary_key,\n \"updated_at\": updated_at,\n \"row_changed\": row_changed_expr,\n \"scd_id\": scd_id_expr,\n \"invalidate_hard_deletes\": invalidate_hard_deletes\n }) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt.snapshot_check_all_get_existing_columns", "macro.dbt.get_true_sql", "macro.dbt.snapshot_hash_arguments"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.87801, "supported_languages": null}, "macro.dbt.create_columns": {"name": "create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.create_columns", "macro_sql": "{% macro create_columns(relation, columns) %}\n {{ adapter.dispatch('create_columns', 'dbt')(relation, columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.879755, "supported_languages": null}, "macro.dbt.default__create_columns": {"name": "default__create_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__create_columns", "macro_sql": "{% macro default__create_columns(relation, columns) %}\n {% for column in columns %}\n {% call statement() %}\n alter table {{ relation.render() }} add column \"{{ column.name }}\" {{ column.data_type }};\n {% endcall %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880034, "supported_languages": null}, "macro.dbt.post_snapshot": {"name": "post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.post_snapshot", "macro_sql": "{% macro post_snapshot(staging_relation) %}\n {{ adapter.dispatch('post_snapshot', 'dbt')(staging_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880186, "supported_languages": null}, "macro.dbt.default__post_snapshot": {"name": "default__post_snapshot", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__post_snapshot", "macro_sql": "{% macro default__post_snapshot(staging_relation) %}\n {# no-op #}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880272, "supported_languages": null}, "macro.dbt.get_true_sql": {"name": "get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_true_sql", "macro_sql": "{% macro get_true_sql() %}\n {{ adapter.dispatch('get_true_sql', 'dbt')() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_true_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880414, "supported_languages": null}, "macro.dbt.default__get_true_sql": {"name": "default__get_true_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__get_true_sql", "macro_sql": "{% macro default__get_true_sql() %}\n {{ return('TRUE') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880523, "supported_languages": null}, "macro.dbt.snapshot_staging_table": {"name": "snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.snapshot_staging_table", "macro_sql": "{% macro snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {{ adapter.dispatch('snapshot_staging_table', 'dbt')(strategy, source_sql, target_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__snapshot_staging_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8807092, "supported_languages": null}, "macro.dbt.get_snapshot_table_column_names": {"name": "get_snapshot_table_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_snapshot_table_column_names", "macro_sql": "{% macro get_snapshot_table_column_names() %}\n {{ return({'dbt_valid_to': 'dbt_valid_to', 'dbt_valid_from': 'dbt_valid_from', 'dbt_scd_id': 'dbt_scd_id', 'dbt_updated_at': 'dbt_updated_at'}) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.880922, "supported_languages": null}, "macro.dbt.default__snapshot_staging_table": {"name": "default__snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__snapshot_staging_table", "macro_sql": "{% macro default__snapshot_staging_table(strategy, source_sql, target_relation) -%}\n {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n with snapshot_query as (\n\n {{ source_sql }}\n\n ),\n\n snapshotted_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }}\n from {{ target_relation }}\n where\n {% if config.get('dbt_valid_to_current') %}\n {# Check for either dbt_valid_to_current OR null, in order to correctly update records with nulls #}\n ( {{ columns.dbt_valid_to }} = {{ config.get('dbt_valid_to_current') }} or {{ columns.dbt_valid_to }} is null)\n {% else %}\n {{ columns.dbt_valid_to }} is null\n {% endif %}\n\n ),\n\n insertions_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ get_dbt_valid_to_current(strategy, columns) }},\n {{ strategy.scd_id }} as {{ columns.dbt_scd_id }}\n\n from snapshot_query\n ),\n\n updates_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_to }}\n\n from snapshot_query\n ),\n\n {%- if strategy.invalidate_hard_deletes %}\n\n deletes_source_data as (\n\n select *, {{ unique_key_fields(strategy.unique_key) }}\n from snapshot_query\n ),\n {% endif %}\n\n insertions as (\n\n select\n 'insert' as dbt_change_type,\n source_data.*\n\n from insertions_source_data as source_data\n left outer join snapshotted_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where {{ unique_key_is_null(strategy.unique_key, \"snapshotted_data\") }}\n or ({{ unique_key_is_not_null(strategy.unique_key, \"snapshotted_data\") }} and ({{ strategy.row_changed }})\n\n )\n\n ),\n\n updates as (\n\n select\n 'update' as dbt_change_type,\n source_data.*,\n snapshotted_data.{{ columns.dbt_scd_id }}\n\n from updates_source_data as source_data\n join snapshotted_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where (\n {{ strategy.row_changed }}\n )\n )\n\n {%- if strategy.invalidate_hard_deletes -%}\n ,\n\n deletes as (\n\n select\n 'delete' as dbt_change_type,\n source_data.*,\n {{ snapshot_get_time() }} as {{ columns.dbt_valid_from }},\n {{ snapshot_get_time() }} as {{ columns.dbt_updated_at }},\n {{ snapshot_get_time() }} as {{ columns.dbt_valid_to }},\n snapshotted_data.{{ columns.dbt_scd_id }}\n\n from snapshotted_data\n left join deletes_source_data as source_data\n on {{ unique_key_join_on(strategy.unique_key, \"snapshotted_data\", \"source_data\") }}\n where {{ unique_key_is_null(strategy.unique_key, \"source_data\") }}\n )\n {%- endif %}\n\n select * from insertions\n union all\n select * from updates\n {%- if strategy.invalidate_hard_deletes %}\n union all\n select * from deletes\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.unique_key_fields", "macro.dbt.get_dbt_valid_to_current", "macro.dbt.unique_key_join_on", "macro.dbt.unique_key_is_null", "macro.dbt.unique_key_is_not_null", "macro.dbt.snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.882813, "supported_languages": null}, "macro.dbt.build_snapshot_table": {"name": "build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_table", "macro_sql": "{% macro build_snapshot_table(strategy, sql) -%}\n {{ adapter.dispatch('build_snapshot_table', 'dbt')(strategy, sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__build_snapshot_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.883003, "supported_languages": null}, "macro.dbt.default__build_snapshot_table": {"name": "default__build_snapshot_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.default__build_snapshot_table", "macro_sql": "{% macro default__build_snapshot_table(strategy, sql) %}\n {% set columns = config.get('snapshot_table_column_names') or get_snapshot_table_column_names() %}\n\n select *,\n {{ strategy.scd_id }} as {{ columns.dbt_scd_id }},\n {{ strategy.updated_at }} as {{ columns.dbt_updated_at }},\n {{ strategy.updated_at }} as {{ columns.dbt_valid_from }},\n {{ get_dbt_valid_to_current(strategy, columns) }}\n from (\n {{ sql }}\n ) sbq\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_snapshot_table_column_names", "macro.dbt.get_dbt_valid_to_current"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.883399, "supported_languages": null}, "macro.dbt.build_snapshot_staging_table": {"name": "build_snapshot_staging_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.build_snapshot_staging_table", "macro_sql": "{% macro build_snapshot_staging_table(strategy, sql, target_relation) %}\n {% set temp_relation = make_temp_relation(target_relation) %}\n\n {% set select = snapshot_staging_table(strategy, sql, target_relation) %}\n\n {% call statement('build_snapshot_staging_relation') %}\n {{ create_table_as(True, temp_relation, select) }}\n {% endcall %}\n\n {% do return(temp_relation) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.make_temp_relation", "macro.dbt.snapshot_staging_table", "macro.dbt.statement", "macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.883801, "supported_languages": null}, "macro.dbt.get_updated_at_column_data_type": {"name": "get_updated_at_column_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_updated_at_column_data_type", "macro_sql": "{% macro get_updated_at_column_data_type(snapshot_sql) %}\n {% set snapshot_sql_column_schema = get_column_schema_from_query(snapshot_sql) %}\n {% set dbt_updated_at_data_type = null %}\n {% set ns = namespace() -%} {#-- handle for-loop scoping with a namespace --#}\n {% set ns.dbt_updated_at_data_type = null -%}\n {% for column in snapshot_sql_column_schema %}\n {% if ((column.column == 'dbt_updated_at') or (column.column == 'DBT_UPDATED_AT')) %}\n {% set ns.dbt_updated_at_data_type = column.dtype %}\n {% endif %}\n {% endfor %}\n {{ return(ns.dbt_updated_at_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.884344, "supported_languages": null}, "macro.dbt.check_time_data_types": {"name": "check_time_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.check_time_data_types", "macro_sql": "{% macro check_time_data_types(sql) %}\n {% set dbt_updated_at_data_type = get_updated_at_column_data_type(sql) %}\n {% set snapshot_get_time_data_type = get_snapshot_get_time_data_type() %}\n {% if snapshot_get_time_data_type is not none and dbt_updated_at_data_type is not none and snapshot_get_time_data_type != dbt_updated_at_data_type %}\n {% if exceptions.warn_snapshot_timestamp_data_types %}\n {{ exceptions.warn_snapshot_timestamp_data_types(snapshot_get_time_data_type, dbt_updated_at_data_type) }}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_updated_at_column_data_type", "macro.dbt.get_snapshot_get_time_data_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.884743, "supported_languages": null}, "macro.dbt.get_dbt_valid_to_current": {"name": "get_dbt_valid_to_current", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.get_dbt_valid_to_current", "macro_sql": "{% macro get_dbt_valid_to_current(strategy, columns) %}\n {% set dbt_valid_to_current = config.get('dbt_valid_to_current') or \"null\" %}\n coalesce(nullif({{ strategy.updated_at }}, {{ strategy.updated_at }}), {{dbt_valid_to_current}})\n as {{ columns.dbt_valid_to }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.885004, "supported_languages": null}, "macro.dbt.unique_key_fields": {"name": "unique_key_fields", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_fields", "macro_sql": "{% macro unique_key_fields(unique_key) %}\n {% if unique_key | is_list %}\n {% for key in unique_key %}\n {{ key }} as dbt_unique_key_{{ loop.index }}\n {%- if not loop.last %} , {%- endif %}\n {% endfor %}\n {% else %}\n {{ unique_key }} as dbt_unique_key\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.885319, "supported_languages": null}, "macro.dbt.unique_key_join_on": {"name": "unique_key_join_on", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_join_on", "macro_sql": "{% macro unique_key_join_on(unique_key, identifier, from_identifier) %}\n {% if unique_key | is_list %}\n {% for key in unique_key %}\n {{ identifier }}.dbt_unique_key_{{ loop.index }} = {{ from_identifier }}.dbt_unique_key_{{ loop.index }}\n {%- if not loop.last %} and {%- endif %}\n {% endfor %}\n {% else %}\n {{ identifier }}.dbt_unique_key = {{ from_identifier }}.dbt_unique_key\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.885708, "supported_languages": null}, "macro.dbt.unique_key_is_null": {"name": "unique_key_is_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_null", "macro_sql": "{% macro unique_key_is_null(unique_key, identifier) %}\n {% if unique_key | is_list %}\n {{ identifier }}.dbt_unique_key_1 is null\n {% else %}\n {{ identifier }}.dbt_unique_key is null\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8859022, "supported_languages": null}, "macro.dbt.unique_key_is_not_null": {"name": "unique_key_is_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/helpers.sql", "original_file_path": "macros/materializations/snapshots/helpers.sql", "unique_id": "macro.dbt.unique_key_is_not_null", "macro_sql": "{% macro unique_key_is_not_null(unique_key, identifier) %}\n {% if unique_key | is_list %}\n {{ identifier }}.dbt_unique_key_1 is not null\n {% else %}\n {{ identifier }}.dbt_unique_key is not null\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.886094, "supported_languages": null}, "macro.dbt.materialization_snapshot_default": {"name": "materialization_snapshot_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/snapshots/snapshot.sql", "original_file_path": "macros/materializations/snapshots/snapshot.sql", "unique_id": "macro.dbt.materialization_snapshot_default", "macro_sql": "{% materialization snapshot, default %}\n\n {%- set target_table = model.get('alias', model.get('name')) -%}\n\n {%- set strategy_name = config.get('strategy') -%}\n {%- set unique_key = config.get('unique_key') %}\n -- grab current tables grants config for comparision later on\n {%- set grant_config = config.get('grants') -%}\n\n {% set target_relation_exists, target_relation = get_or_create_relation(\n database=model.database,\n schema=model.schema,\n identifier=target_table,\n type='table') -%}\n\n {%- if not target_relation.is_table -%}\n {% do exceptions.relation_wrong_type(target_relation, 'table') %}\n {%- endif -%}\n\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set strategy_macro = strategy_dispatch(strategy_name) %}\n {# The model['config'] parameter below is no longer used, but passing anyway for compatibility #}\n {# It was a dictionary of config, instead of the config object from the context #}\n {% set strategy = strategy_macro(model, \"snapshotted_data\", \"source_data\", model['config'], target_relation_exists) %}\n\n {% if not target_relation_exists %}\n\n {% set build_sql = build_snapshot_table(strategy, model['compiled_code']) %}\n {% set build_or_select_sql = build_sql %}\n {% set final_sql = create_table_as(False, target_relation, build_sql) %}\n\n {% else %}\n\n {% set columns = config.get(\"snapshot_table_column_names\") or get_snapshot_table_column_names() %}\n\n {{ adapter.valid_snapshot_target(target_relation, columns) }}\n\n {% set build_or_select_sql = snapshot_staging_table(strategy, sql, target_relation) %}\n {% set staging_table = build_snapshot_staging_table(strategy, sql, target_relation) %}\n\n -- this may no-op if the database does not require column expansion\n {% do adapter.expand_target_column_types(from_relation=staging_table,\n to_relation=target_relation) %}\n\n {% set remove_columns = ['dbt_change_type', 'DBT_CHANGE_TYPE', 'dbt_unique_key', 'DBT_UNIQUE_KEY'] %}\n {% if unique_key | is_list %}\n {% for key in strategy.unique_key %}\n {{ remove_columns.append('dbt_unique_key_' + loop.index|string) }}\n {{ remove_columns.append('DBT_UNIQUE_KEY_' + loop.index|string) }}\n {% endfor %}\n {% endif %}\n\n {% set missing_columns = adapter.get_missing_columns(staging_table, target_relation)\n | rejectattr('name', 'in', remove_columns)\n | list %}\n\n {% do create_columns(target_relation, missing_columns) %}\n\n {% set source_columns = adapter.get_columns_in_relation(staging_table)\n | rejectattr('name', 'in', remove_columns)\n | list %}\n\n {% set quoted_source_columns = [] %}\n {% for column in source_columns %}\n {% do quoted_source_columns.append(adapter.quote(column.name)) %}\n {% endfor %}\n\n {% set final_sql = snapshot_merge_sql(\n target = target_relation,\n source = staging_table,\n insert_cols = quoted_source_columns\n )\n %}\n\n {% endif %}\n\n\n {{ check_time_data_types(build_or_select_sql) }}\n\n {% call statement('main') %}\n {{ final_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(target_relation_exists, full_refresh_mode=False) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if not target_relation_exists %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {% if staging_table is defined %}\n {% do post_snapshot(staging_table) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.get_or_create_relation", "macro.dbt.run_hooks", "macro.dbt.strategy_dispatch", "macro.dbt.build_snapshot_table", "macro.dbt.create_table_as", "macro.dbt.get_snapshot_table_column_names", "macro.dbt.snapshot_staging_table", "macro.dbt.build_snapshot_staging_table", "macro.dbt.create_columns", "macro.dbt.snapshot_merge_sql", "macro.dbt.check_time_data_types", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes", "macro.dbt.post_snapshot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.889984, "supported_languages": ["sql"]}, "macro.dbt.materialization_test_default": {"name": "materialization_test_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/test.sql", "original_file_path": "macros/materializations/tests/test.sql", "unique_id": "macro.dbt.materialization_test_default", "macro_sql": "{%- materialization test, default -%}\n\n {% set relations = [] %}\n\n {% if should_store_failures() %}\n\n {% set identifier = model['alias'] %}\n {% set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% set store_failures_as = config.get('store_failures_as') %}\n -- if `--store-failures` is invoked via command line and `store_failures_as` is not set,\n -- config.get('store_failures_as', 'table') returns None, not 'table'\n {% if store_failures_as == none %}{% set store_failures_as = 'table' %}{% endif %}\n {% if store_failures_as not in ['table', 'view'] %}\n {{ exceptions.raise_compiler_error(\n \"'\" ~ store_failures_as ~ \"' is not a valid value for `store_failures_as`. \"\n \"Accepted values are: ['ephemeral', 'table', 'view']\"\n ) }}\n {% endif %}\n\n {% set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database, type=store_failures_as) -%} %}\n\n {% if old_relation %}\n {% do adapter.drop_relation(old_relation) %}\n {% endif %}\n\n {% call statement(auto_begin=True) %}\n {{ get_create_sql(target_relation, sql) }}\n {% endcall %}\n\n {% do relations.append(target_relation) %}\n\n {% set main_sql %}\n select *\n from {{ target_relation }}\n {% endset %}\n\n {{ adapter.commit() }}\n\n {% else %}\n\n {% set main_sql = sql %}\n\n {% endif %}\n\n {% set limit = config.get('limit') %}\n {% set fail_calc = config.get('fail_calc') %}\n {% set warn_if = config.get('warn_if') %}\n {% set error_if = config.get('error_if') %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ get_test_sql(main_sql, fail_calc, warn_if, error_if, limit)}}\n\n {%- endcall %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.should_store_failures", "macro.dbt.statement", "macro.dbt.get_create_sql", "macro.dbt.get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.892033, "supported_languages": ["sql"]}, "macro.dbt.get_test_sql": {"name": "get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_test_sql", "macro_sql": "{% macro get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n {{ adapter.dispatch('get_test_sql', 'dbt')(main_sql, fail_calc, warn_if, error_if, limit) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8926, "supported_languages": null}, "macro.dbt.default__get_test_sql": {"name": "default__get_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_test_sql", "macro_sql": "{% macro default__get_test_sql(main_sql, fail_calc, warn_if, error_if, limit) -%}\n select\n {{ fail_calc }} as failures,\n {{ fail_calc }} {{ warn_if }} as should_warn,\n {{ fail_calc }} {{ error_if }} as should_error\n from (\n {{ main_sql }}\n {{ \"limit \" ~ limit if limit != none }}\n ) dbt_internal_test\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.892885, "supported_languages": null}, "macro.dbt.get_unit_test_sql": {"name": "get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.get_unit_test_sql", "macro_sql": "{% macro get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n {{ adapter.dispatch('get_unit_test_sql', 'dbt')(main_sql, expected_fixture_sql, expected_column_names) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_unit_test_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.893078, "supported_languages": null}, "macro.dbt.default__get_unit_test_sql": {"name": "default__get_unit_test_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/helpers.sql", "original_file_path": "macros/materializations/tests/helpers.sql", "unique_id": "macro.dbt.default__get_unit_test_sql", "macro_sql": "{% macro default__get_unit_test_sql(main_sql, expected_fixture_sql, expected_column_names) -%}\n-- Build actual result given inputs\nwith dbt_internal_unit_test_actual as (\n select\n {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%},{% endif %}{%- endfor -%}, {{ dbt.string_literal(\"actual\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n from (\n {{ main_sql }}\n ) _dbt_internal_unit_test_actual\n),\n-- Build expected result\ndbt_internal_unit_test_expected as (\n select\n {% for expected_column_name in expected_column_names %}{{expected_column_name}}{% if not loop.last -%}, {% endif %}{%- endfor -%}, {{ dbt.string_literal(\"expected\") }} as {{ adapter.quote(\"actual_or_expected\") }}\n from (\n {{ expected_fixture_sql }}\n ) _dbt_internal_unit_test_expected\n)\n-- Union actual and expected results\nselect * from dbt_internal_unit_test_actual\nunion all\nselect * from dbt_internal_unit_test_expected\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.893655, "supported_languages": null}, "macro.dbt.get_where_subquery": {"name": "get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.get_where_subquery", "macro_sql": "{% macro get_where_subquery(relation) -%}\n {% do return(adapter.dispatch('get_where_subquery', 'dbt')(relation)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_where_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.893982, "supported_languages": null}, "macro.dbt.default__get_where_subquery": {"name": "default__get_where_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/where_subquery.sql", "original_file_path": "macros/materializations/tests/where_subquery.sql", "unique_id": "macro.dbt.default__get_where_subquery", "macro_sql": "{% macro default__get_where_subquery(relation) -%}\n {% set where = config.get('where', '') %}\n {% if where %}\n {%- set filtered -%}\n (select * from {{ relation }} where {{ where }}) dbt_subquery\n {%- endset -%}\n {% do return(filtered) %}\n {%- else -%}\n {% do return(relation) %}\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.894355, "supported_languages": null}, "macro.dbt.materialization_unit_default": {"name": "materialization_unit_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/tests/unit.sql", "original_file_path": "macros/materializations/tests/unit.sql", "unique_id": "macro.dbt.materialization_unit_default", "macro_sql": "{%- materialization unit, default -%}\n\n {% set relations = [] %}\n\n {% set expected_rows = config.get('expected_rows') %}\n {% set expected_sql = config.get('expected_sql') %}\n {% set tested_expected_column_names = expected_rows[0].keys() if (expected_rows | length ) > 0 else get_columns_in_query(sql) %} %}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {% do run_query(get_create_table_as_sql(True, temp_relation, get_empty_subquery_sql(sql))) %}\n {%- set columns_in_relation = adapter.get_columns_in_relation(temp_relation) -%}\n {%- set column_name_to_data_types = {} -%}\n {%- for column in columns_in_relation -%}\n {%- do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n {%- endfor -%}\n\n {% if not expected_sql %}\n {% set expected_sql = get_expected_sql(expected_rows, column_name_to_data_types) %}\n {% endif %}\n {% set unit_test_sql = get_unit_test_sql(sql, expected_sql, tested_expected_column_names) %}\n\n {% call statement('main', fetch_result=True) -%}\n\n {{ unit_test_sql }}\n\n {%- endcall %}\n\n {% do adapter.drop_relation(temp_relation) %}\n\n {{ return({'relations': relations}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.get_columns_in_query", "macro.dbt.make_temp_relation", "macro.dbt.run_query", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_empty_subquery_sql", "macro.dbt.get_expected_sql", "macro.dbt.get_unit_test_sql", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.895829, "supported_languages": ["sql"]}, "macro.dbt.materialization_materialized_view_default": {"name": "materialization_materialized_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialization_materialized_view_default", "macro_sql": "{% materialization materialized_view, default %}\n {% set existing_relation = load_cached_relation(this) %}\n {% set target_relation = this.incorporate(type=this.MaterializedView) %}\n {% set intermediate_relation = make_intermediate_relation(target_relation) %}\n {% set backup_relation_type = target_relation.MaterializedView if existing_relation is none else existing_relation.type %}\n {% set backup_relation = make_backup_relation(target_relation, backup_relation_type) %}\n\n {{ materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) }}\n\n {% set build_sql = materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% if build_sql == '' %}\n {{ materialized_view_execute_no_op(target_relation) }}\n {% else %}\n {{ materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) }}\n {% endif %}\n\n {{ materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.materialized_view_setup", "macro.dbt.materialized_view_get_build_sql", "macro.dbt.materialized_view_execute_no_op", "macro.dbt.materialized_view_execute_build_sql", "macro.dbt.materialized_view_teardown"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.897407, "supported_languages": ["sql"]}, "macro.dbt.materialized_view_setup": {"name": "materialized_view_setup", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_setup", "macro_sql": "{% macro materialized_view_setup(backup_relation, intermediate_relation, pre_hooks) %}\n\n -- backup_relation and intermediate_relation should not already exist in the database\n -- it's possible these exist because of a previous run that exited unexpectedly\n {% set preexisting_backup_relation = load_cached_relation(backup_relation) %}\n {% set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8977668, "supported_languages": null}, "macro.dbt.materialized_view_teardown": {"name": "materialized_view_teardown", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_teardown", "macro_sql": "{% macro materialized_view_teardown(backup_relation, intermediate_relation, post_hooks) %}\n\n -- drop the temp relations if they exist to leave the database clean for the next run\n {{ drop_relation_if_exists(backup_relation) }}\n {{ drop_relation_if_exists(intermediate_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.898001, "supported_languages": null}, "macro.dbt.materialized_view_get_build_sql": {"name": "materialized_view_get_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_get_build_sql", "macro_sql": "{% macro materialized_view_get_build_sql(existing_relation, target_relation, backup_relation, intermediate_relation) %}\n\n {% set full_refresh_mode = should_full_refresh() %}\n\n -- determine the scenario we're in: create, full_refresh, alter, refresh data\n {% if existing_relation is none %}\n {% set build_sql = get_create_materialized_view_as_sql(target_relation, sql) %}\n {% elif full_refresh_mode or not existing_relation.is_materialized_view %}\n {% set build_sql = get_replace_sql(existing_relation, target_relation, sql) %}\n {% else %}\n\n -- get config options\n {% set on_configuration_change = config.get('on_configuration_change') %}\n {% set configuration_changes = get_materialized_view_configuration_changes(existing_relation, config) %}\n\n {% if configuration_changes is none %}\n {% set build_sql = refresh_materialized_view(target_relation) %}\n\n {% elif on_configuration_change == 'apply' %}\n {% set build_sql = get_alter_materialized_view_as_sql(target_relation, configuration_changes, sql, existing_relation, backup_relation, intermediate_relation) %}\n {% elif on_configuration_change == 'continue' %}\n {% set build_sql = '' %}\n {{ exceptions.warn(\"Configuration changes were identified and `on_configuration_change` was set to `continue` for `\" ~ target_relation.render() ~ \"`\") }}\n {% elif on_configuration_change == 'fail' %}\n {{ exceptions.raise_fail_fast_error(\"Configuration changes were identified and `on_configuration_change` was set to `fail` for `\" ~ target_relation.render() ~ \"`\") }}\n\n {% else %}\n -- this only happens if the user provides a value other than `apply`, 'skip', 'fail'\n {{ exceptions.raise_compiler_error(\"Unexpected configuration scenario\") }}\n\n {% endif %}\n\n {% endif %}\n\n {% do return(build_sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.get_create_materialized_view_as_sql", "macro.dbt.get_replace_sql", "macro.dbt.get_materialized_view_configuration_changes", "macro.dbt.refresh_materialized_view", "macro.dbt.get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.8992882, "supported_languages": null}, "macro.dbt.materialized_view_execute_no_op": {"name": "materialized_view_execute_no_op", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_no_op", "macro_sql": "{% macro materialized_view_execute_no_op(target_relation) %}\n {% do store_raw_result(\n name=\"main\",\n message=\"skip \" ~ target_relation,\n code=\"skip\",\n rows_affected=\"-1\"\n ) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.899509, "supported_languages": null}, "macro.dbt.materialized_view_execute_build_sql": {"name": "materialized_view_execute_build_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/materialized_view.sql", "original_file_path": "macros/materializations/models/materialized_view.sql", "unique_id": "macro.dbt.materialized_view_execute_build_sql", "macro_sql": "{% macro materialized_view_execute_build_sql(build_sql, existing_relation, target_relation, post_hooks) %}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set grant_config = config.get('grants') %}\n\n {% call statement(name=\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.900109, "supported_languages": null}, "macro.dbt.materialization_view_default": {"name": "materialization_view_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/view.sql", "original_file_path": "macros/materializations/models/view.sql", "unique_id": "macro.dbt.materialization_view_default", "macro_sql": "{%- materialization view, default -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='view') -%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n This relation (probably) doesn't exist yet. If it does exist, it's a leftover from\n a previous run, and we're going to try to drop it immediately. At the end of this\n materialization, we're going to rename the \"existing_relation\" to this identifier,\n and then we're going to drop it. In order to make sure we run the correct one of:\n - drop view ...\n - drop table ...\n\n We need to set the type of this relation to be the type of the existing_relation, if it exists,\n or else \"view\" as a sane default if it does not. Note that if the existing_relation does not\n exist, then there is nothing to move out of the way and subsequentally drop. In that case,\n this relation will be effectively unused.\n */\n {%- set backup_relation_type = 'view' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n -- move the existing view out of the way\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {{ adapter.commit() }}\n\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.run_hooks", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.902119, "supported_languages": ["sql"]}, "macro.dbt.materialization_table_default": {"name": "materialization_table_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/table.sql", "original_file_path": "macros/materializations/models/table.sql", "unique_id": "macro.dbt.materialization_table_default", "macro_sql": "{% materialization table, default %}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') %}\n {%- set intermediate_relation = make_intermediate_relation(target_relation) -%}\n -- the intermediate_relation should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation) -%}\n /*\n See ../view/view.sql for more information about this relation.\n */\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n -- as above, the backup_relation should not already exist\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n\n -- drop the temp relations if they exist already in the database\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_table_as_sql(False, intermediate_relation, sql) }}\n {%- endcall %}\n\n -- cleanup\n {% if existing_relation is not none %}\n /* Do the equivalent of rename_if_exists. 'existing_relation' could have been dropped\n since the variable was first set. */\n {% set existing_relation = load_cached_relation(existing_relation) %}\n {% if existing_relation is not none %}\n {{ adapter.rename_relation(existing_relation, backup_relation) }}\n {% endif %}\n {% endif %}\n\n {{ adapter.rename_relation(intermediate_relation, target_relation) }}\n\n {% do create_indexes(target_relation) %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n -- finally, drop the existing/backup relation after the commit\n {{ drop_relation_if_exists(backup_relation) }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.get_create_table_as_sql", "macro.dbt.create_indexes", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.904126, "supported_languages": ["sql"]}, "macro.dbt.get_quoted_csv": {"name": "get_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_quoted_csv", "macro_sql": "{% macro get_quoted_csv(column_names) %}\n\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote(col)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.904962, "supported_languages": null}, "macro.dbt.diff_columns": {"name": "diff_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_columns", "macro_sql": "{% macro diff_columns(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% set source_names = source_columns | map(attribute = 'column') | list %}\n {% set target_names = target_columns | map(attribute = 'column') | list %}\n\n {# --check whether the name attribute exists in the target - this does not perform a data type check #}\n {% for sc in source_columns %}\n {% if sc.name not in target_names %}\n {{ result.append(sc) }}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9054651, "supported_languages": null}, "macro.dbt.diff_column_data_types": {"name": "diff_column_data_types", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.diff_column_data_types", "macro_sql": "{% macro diff_column_data_types(source_columns, target_columns) %}\n\n {% set result = [] %}\n {% for sc in source_columns %}\n {% set tc = target_columns | selectattr(\"name\", \"equalto\", sc.name) | list | first %}\n {% if tc %}\n {% if sc.data_type != tc.data_type and not sc.can_expand_to(other_column=tc) %}\n {{ result.append( { 'column_name': tc.name, 'new_type': sc.data_type } ) }}\n {% endif %}\n {% endif %}\n {% endfor %}\n\n {{ return(result) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.906069, "supported_languages": null}, "macro.dbt.get_merge_update_columns": {"name": "get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.get_merge_update_columns", "macro_sql": "{% macro get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {{ return(adapter.dispatch('get_merge_update_columns', 'dbt')(merge_update_columns, merge_exclude_columns, dest_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.906291, "supported_languages": null}, "macro.dbt.default__get_merge_update_columns": {"name": "default__get_merge_update_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/column_helpers.sql", "original_file_path": "macros/materializations/models/incremental/column_helpers.sql", "unique_id": "macro.dbt.default__get_merge_update_columns", "macro_sql": "{% macro default__get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) %}\n {%- set default_cols = dest_columns | map(attribute=\"quoted\") | list -%}\n\n {%- if merge_update_columns and merge_exclude_columns -%}\n {{ exceptions.raise_compiler_error(\n 'Model cannot specify merge_update_columns and merge_exclude_columns. Please update model to use only one config'\n )}}\n {%- elif merge_update_columns -%}\n {%- set update_columns = merge_update_columns -%}\n {%- elif merge_exclude_columns -%}\n {%- set update_columns = [] -%}\n {%- for column in dest_columns -%}\n {% if column.column | lower not in merge_exclude_columns | map(\"lower\") | list %}\n {%- do update_columns.append(column.quoted) -%}\n {% endif %}\n {%- endfor -%}\n {%- else -%}\n {%- set update_columns = default_cols -%}\n {%- endif -%}\n\n {{ return(update_columns) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9069629, "supported_languages": null}, "macro.dbt.get_merge_sql": {"name": "get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_merge_sql", "macro_sql": "{% macro get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n -- back compat for old kwarg name\n {% set incremental_predicates = kwargs.get('predicates', incremental_predicates) %}\n {{ adapter.dispatch('get_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.908246, "supported_languages": null}, "macro.dbt.default__get_merge_sql": {"name": "default__get_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_merge_sql", "macro_sql": "{% macro default__get_merge_sql(target, source, unique_key, dest_columns, incremental_predicates=none) -%}\n {%- set predicates = [] if incremental_predicates is none else [] + incremental_predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set merge_update_columns = config.get('merge_update_columns') -%}\n {%- set merge_exclude_columns = config.get('merge_exclude_columns') -%}\n {%- set update_columns = get_merge_update_columns(merge_update_columns, merge_exclude_columns, dest_columns) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not mapping and unique_key is not string %}\n {% for key in unique_key %}\n {% set this_key_match %}\n DBT_INTERNAL_SOURCE.{{ key }} = DBT_INTERNAL_DEST.{{ key }}\n {% endset %}\n {% do predicates.append(this_key_match) %}\n {% endfor %}\n {% else %}\n {% set unique_key_match %}\n DBT_INTERNAL_SOURCE.{{ unique_key }} = DBT_INTERNAL_DEST.{{ unique_key }}\n {% endset %}\n {% do predicates.append(unique_key_match) %}\n {% endif %}\n {% else %}\n {% do predicates.append('FALSE') %}\n {% endif %}\n\n {{ sql_header if sql_header is not none }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on {{\"(\" ~ predicates | join(\") and (\") ~ \")\"}}\n\n {% if unique_key %}\n when matched then update set\n {% for column_name in update_columns -%}\n {{ column_name }} = DBT_INTERNAL_SOURCE.{{ column_name }}\n {%- if not loop.last %}, {%- endif %}\n {%- endfor %}\n {% endif %}\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv", "macro.dbt.get_merge_update_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.909769, "supported_languages": null}, "macro.dbt.get_delete_insert_merge_sql": {"name": "get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_delete_insert_merge_sql", "macro_sql": "{% macro get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n {{ adapter.dispatch('get_delete_insert_merge_sql', 'dbt')(target, source, unique_key, dest_columns, incremental_predicates) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.910016, "supported_languages": null}, "macro.dbt.default__get_delete_insert_merge_sql": {"name": "default__get_delete_insert_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_delete_insert_merge_sql", "macro_sql": "{% macro default__get_delete_insert_merge_sql(target, source, unique_key, dest_columns, incremental_predicates) -%}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n {% if unique_key %}\n {% if unique_key is sequence and unique_key is not string %}\n delete from {{target }}\n using {{ source }}\n where (\n {% for key in unique_key %}\n {{ source }}.{{ key }} = {{ target }}.{{ key }}\n {{ \"and \" if not loop.last}}\n {% endfor %}\n {% if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {% endif %}\n );\n {% else %}\n delete from {{ target }}\n where (\n {{ unique_key }}) in (\n select ({{ unique_key }})\n from {{ source }}\n )\n {%- if incremental_predicates %}\n {% for predicate in incremental_predicates %}\n and {{ predicate }}\n {% endfor %}\n {%- endif -%};\n\n {% endif %}\n {% endif %}\n\n insert into {{ target }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ source }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.910938, "supported_languages": null}, "macro.dbt.get_insert_overwrite_merge_sql": {"name": "get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.get_insert_overwrite_merge_sql", "macro_sql": "{% macro get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header=false) -%}\n {{ adapter.dispatch('get_insert_overwrite_merge_sql', 'dbt')(target, source, dest_columns, predicates, include_sql_header) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.911183, "supported_languages": null}, "macro.dbt.default__get_insert_overwrite_merge_sql": {"name": "default__get_insert_overwrite_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/merge.sql", "original_file_path": "macros/materializations/models/incremental/merge.sql", "unique_id": "macro.dbt.default__get_insert_overwrite_merge_sql", "macro_sql": "{% macro default__get_insert_overwrite_merge_sql(target, source, dest_columns, predicates, include_sql_header) -%}\n {#-- The only time include_sql_header is True: --#}\n {#-- BigQuery + insert_overwrite strategy + \"static\" partitions config --#}\n {#-- We should consider including the sql header at the materialization level instead --#}\n\n {%- set predicates = [] if predicates is none else [] + predicates -%}\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none and include_sql_header }}\n\n merge into {{ target }} as DBT_INTERNAL_DEST\n using {{ source }} as DBT_INTERNAL_SOURCE\n on FALSE\n\n when not matched by source\n {% if predicates %} and {{ predicates | join(' and ') }} {% endif %}\n then delete\n\n when not matched then insert\n ({{ dest_cols_csv }})\n values\n ({{ dest_cols_csv }})\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.911773, "supported_languages": null}, "macro.dbt.is_incremental": {"name": "is_incremental", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/is_incremental.sql", "original_file_path": "macros/materializations/models/incremental/is_incremental.sql", "unique_id": "macro.dbt.is_incremental", "macro_sql": "{% macro is_incremental() %}\n {#-- do not run introspective queries in parsing #}\n {% if not execute %}\n {{ return(False) }}\n {% else %}\n {% set relation = adapter.get_relation(this.database, this.schema, this.table) %}\n {{ return(relation is not none\n and relation.type == 'table'\n and model.config.materialized == 'incremental'\n and not should_full_refresh()) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9123242, "supported_languages": null}, "macro.dbt.get_incremental_append_sql": {"name": "get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_append_sql", "macro_sql": "{% macro get_incremental_append_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_append_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9129899, "supported_languages": null}, "macro.dbt.default__get_incremental_append_sql": {"name": "default__get_incremental_append_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_append_sql", "macro_sql": "{% macro default__get_incremental_append_sql(arg_dict) %}\n\n {% do return(get_insert_into_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_into_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.913205, "supported_languages": null}, "macro.dbt.get_incremental_delete_insert_sql": {"name": "get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_delete_insert_sql", "macro_sql": "{% macro get_incremental_delete_insert_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_delete_insert_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_delete_insert_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.913379, "supported_languages": null}, "macro.dbt.default__get_incremental_delete_insert_sql": {"name": "default__get_incremental_delete_insert_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_delete_insert_sql", "macro_sql": "{% macro default__get_incremental_delete_insert_sql(arg_dict) %}\n\n {% do return(get_delete_insert_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_delete_insert_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.913655, "supported_languages": null}, "macro.dbt.get_incremental_merge_sql": {"name": "get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_merge_sql", "macro_sql": "{% macro get_incremental_merge_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_merge_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9138281, "supported_languages": null}, "macro.dbt.default__get_incremental_merge_sql": {"name": "default__get_incremental_merge_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_merge_sql", "macro_sql": "{% macro default__get_incremental_merge_sql(arg_dict) %}\n\n {% do return(get_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"unique_key\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.914103, "supported_languages": null}, "macro.dbt.get_incremental_insert_overwrite_sql": {"name": "get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_insert_overwrite_sql", "macro_sql": "{% macro get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_insert_overwrite_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_insert_overwrite_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.914272, "supported_languages": null}, "macro.dbt.default__get_incremental_insert_overwrite_sql": {"name": "default__get_incremental_insert_overwrite_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_insert_overwrite_sql", "macro_sql": "{% macro default__get_incremental_insert_overwrite_sql(arg_dict) %}\n\n {% do return(get_insert_overwrite_merge_sql(arg_dict[\"target_relation\"], arg_dict[\"temp_relation\"], arg_dict[\"dest_columns\"], arg_dict[\"incremental_predicates\"])) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_insert_overwrite_merge_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.914518, "supported_languages": null}, "macro.dbt.get_incremental_default_sql": {"name": "get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_default_sql", "macro_sql": "{% macro get_incremental_default_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_default_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_incremental_default_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.914693, "supported_languages": null}, "macro.dbt.default__get_incremental_default_sql": {"name": "default__get_incremental_default_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_default_sql", "macro_sql": "{% macro default__get_incremental_default_sql(arg_dict) %}\n\n {% do return(get_incremental_append_sql(arg_dict)) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_incremental_append_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.914834, "supported_languages": null}, "macro.dbt.get_incremental_microbatch_sql": {"name": "get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_incremental_microbatch_sql", "macro_sql": "{% macro get_incremental_microbatch_sql(arg_dict) %}\n\n {{ return(adapter.dispatch('get_incremental_microbatch_sql', 'dbt')(arg_dict)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_incremental_microbatch_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.915005, "supported_languages": null}, "macro.dbt.default__get_incremental_microbatch_sql": {"name": "default__get_incremental_microbatch_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.default__get_incremental_microbatch_sql", "macro_sql": "{% macro default__get_incremental_microbatch_sql(arg_dict) %}\n\n {{ exceptions.raise_not_implemented('microbatch materialization strategy not implemented for adapter ' + adapter.type()) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.915157, "supported_languages": null}, "macro.dbt.get_insert_into_sql": {"name": "get_insert_into_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/strategies.sql", "original_file_path": "macros/materializations/models/incremental/strategies.sql", "unique_id": "macro.dbt.get_insert_into_sql", "macro_sql": "{% macro get_insert_into_sql(target_relation, temp_relation, dest_columns) %}\n\n {%- set dest_cols_csv = get_quoted_csv(dest_columns | map(attribute=\"name\")) -%}\n\n insert into {{ target_relation }} ({{ dest_cols_csv }})\n (\n select {{ dest_cols_csv }}\n from {{ temp_relation }}\n )\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_quoted_csv"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.915437, "supported_languages": null}, "macro.dbt.materialization_incremental_default": {"name": "materialization_incremental_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/incremental.sql", "original_file_path": "macros/materializations/models/incremental/incremental.sql", "unique_id": "macro.dbt.materialization_incremental_default", "macro_sql": "{% materialization incremental, default -%}\n\n -- relations\n {%- set existing_relation = load_cached_relation(this) -%}\n {%- set target_relation = this.incorporate(type='table') -%}\n {%- set temp_relation = make_temp_relation(target_relation)-%}\n {%- set intermediate_relation = make_intermediate_relation(target_relation)-%}\n {%- set backup_relation_type = 'table' if existing_relation is none else existing_relation.type -%}\n {%- set backup_relation = make_backup_relation(target_relation, backup_relation_type) -%}\n\n -- configs\n {%- set unique_key = config.get('unique_key') -%}\n {%- set full_refresh_mode = (should_full_refresh() or existing_relation.is_view) -%}\n {%- set on_schema_change = incremental_validate_on_schema_change(config.get('on_schema_change'), default='ignore') -%}\n\n -- the temp_ and backup_ relations should not already exist in the database; get_relation\n -- will return None in that case. Otherwise, we get a relation that we can drop\n -- later, before we try to use this name for the current operation. This has to happen before\n -- BEGIN, in a separate transaction\n {%- set preexisting_intermediate_relation = load_cached_relation(intermediate_relation)-%}\n {%- set preexisting_backup_relation = load_cached_relation(backup_relation) -%}\n -- grab current tables grants config for comparision later on\n {% set grant_config = config.get('grants') %}\n {{ drop_relation_if_exists(preexisting_intermediate_relation) }}\n {{ drop_relation_if_exists(preexisting_backup_relation) }}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n {% set to_drop = [] %}\n\n {% set incremental_strategy = config.get('incremental_strategy') or 'default' %}\n {% set strategy_sql_macro_func = adapter.get_incremental_strategy_macro(context, incremental_strategy) %}\n\n {% if existing_relation is none %}\n {% set build_sql = get_create_table_as_sql(False, target_relation, sql) %}\n {% elif full_refresh_mode %}\n {% set build_sql = get_create_table_as_sql(False, intermediate_relation, sql) %}\n {% set need_swap = true %}\n {% else %}\n {% do run_query(get_create_table_as_sql(True, temp_relation, sql)) %}\n {% set contract_config = config.get('contract') %}\n {% if not contract_config or not contract_config.enforced %}\n {% do adapter.expand_target_column_types(\n from_relation=temp_relation,\n to_relation=target_relation) %}\n {% endif %}\n {#-- Process schema changes. Returns dict of changes if successful. Use source columns for upserting/merging --#}\n {% set dest_columns = process_schema_changes(on_schema_change, temp_relation, existing_relation) %}\n {% if not dest_columns %}\n {% set dest_columns = adapter.get_columns_in_relation(existing_relation) %}\n {% endif %}\n\n {#-- Get the incremental_strategy, the macro to use for the strategy, and build the sql --#}\n {% set incremental_predicates = config.get('predicates', none) or config.get('incremental_predicates', none) %}\n {% set strategy_arg_dict = ({'target_relation': target_relation, 'temp_relation': temp_relation, 'unique_key': unique_key, 'dest_columns': dest_columns, 'incremental_predicates': incremental_predicates }) %}\n {% set build_sql = strategy_sql_macro_func(strategy_arg_dict) %}\n\n {% endif %}\n\n {% call statement(\"main\") %}\n {{ build_sql }}\n {% endcall %}\n\n {% if need_swap %}\n {% do adapter.rename_relation(target_relation, backup_relation) %}\n {% do adapter.rename_relation(intermediate_relation, target_relation) %}\n {% do to_drop.append(backup_relation) %}\n {% endif %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if existing_relation is none or existing_relation.is_view or should_full_refresh() %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {% do adapter.commit() %}\n\n {% for rel in to_drop %}\n {% do adapter.drop_relation(rel) %}\n {% endfor %}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.make_temp_relation", "macro.dbt.make_intermediate_relation", "macro.dbt.make_backup_relation", "macro.dbt.should_full_refresh", "macro.dbt.incremental_validate_on_schema_change", "macro.dbt.drop_relation_if_exists", "macro.dbt.run_hooks", "macro.dbt.get_create_table_as_sql", "macro.dbt.run_query", "macro.dbt.process_schema_changes", "macro.dbt.statement", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.91941, "supported_languages": ["sql"]}, "macro.dbt.incremental_validate_on_schema_change": {"name": "incremental_validate_on_schema_change", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.incremental_validate_on_schema_change", "macro_sql": "{% macro incremental_validate_on_schema_change(on_schema_change, default='ignore') %}\n\n {% if on_schema_change not in ['sync_all_columns', 'append_new_columns', 'fail', 'ignore'] %}\n\n {% set log_message = 'Invalid value for on_schema_change (%s) specified. Setting default value of %s.' % (on_schema_change, default) %}\n {% do log(log_message) %}\n\n {{ return(default) }}\n\n {% else %}\n\n {{ return(on_schema_change) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9206998, "supported_languages": null}, "macro.dbt.check_for_schema_changes": {"name": "check_for_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.check_for_schema_changes", "macro_sql": "{% macro check_for_schema_changes(source_relation, target_relation) %}\n\n {% set schema_changed = False %}\n\n {%- set source_columns = adapter.get_columns_in_relation(source_relation) -%}\n {%- set target_columns = adapter.get_columns_in_relation(target_relation) -%}\n {%- set source_not_in_target = diff_columns(source_columns, target_columns) -%}\n {%- set target_not_in_source = diff_columns(target_columns, source_columns) -%}\n\n {% set new_target_types = diff_column_data_types(source_columns, target_columns) %}\n\n {% if source_not_in_target != [] %}\n {% set schema_changed = True %}\n {% elif target_not_in_source != [] or new_target_types != [] %}\n {% set schema_changed = True %}\n {% elif new_target_types != [] %}\n {% set schema_changed = True %}\n {% endif %}\n\n {% set changes_dict = {\n 'schema_changed': schema_changed,\n 'source_not_in_target': source_not_in_target,\n 'target_not_in_source': target_not_in_source,\n 'source_columns': source_columns,\n 'target_columns': target_columns,\n 'new_target_types': new_target_types\n } %}\n\n {% set msg %}\n In {{ target_relation }}:\n Schema changed: {{ schema_changed }}\n Source columns not in target: {{ source_not_in_target }}\n Target columns not in source: {{ target_not_in_source }}\n New column types: {{ new_target_types }}\n {% endset %}\n\n {% do log(msg) %}\n\n {{ return(changes_dict) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.diff_columns", "macro.dbt.diff_column_data_types"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.921824, "supported_languages": null}, "macro.dbt.sync_column_schemas": {"name": "sync_column_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.sync_column_schemas", "macro_sql": "{% macro sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {%- set add_to_target_arr = schema_changes_dict['source_not_in_target'] -%}\n\n {%- if on_schema_change == 'append_new_columns'-%}\n {%- if add_to_target_arr | length > 0 -%}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, none) -%}\n {%- endif -%}\n\n {% elif on_schema_change == 'sync_all_columns' %}\n {%- set remove_from_target_arr = schema_changes_dict['target_not_in_source'] -%}\n {%- set new_target_types = schema_changes_dict['new_target_types'] -%}\n\n {% if add_to_target_arr | length > 0 or remove_from_target_arr | length > 0 %}\n {%- do alter_relation_add_remove_columns(target_relation, add_to_target_arr, remove_from_target_arr) -%}\n {% endif %}\n\n {% if new_target_types != [] %}\n {% for ntt in new_target_types %}\n {% set column_name = ntt['column_name'] %}\n {% set new_type = ntt['new_type'] %}\n {% do alter_column_type(target_relation, column_name, new_type) %}\n {% endfor %}\n {% endif %}\n\n {% endif %}\n\n {% set schema_change_message %}\n In {{ target_relation }}:\n Schema change approach: {{ on_schema_change }}\n Columns added: {{ add_to_target_arr }}\n Columns removed: {{ remove_from_target_arr }}\n Data types changed: {{ new_target_types }}\n {% endset %}\n\n {% do log(schema_change_message) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.alter_relation_add_remove_columns", "macro.dbt.alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9229188, "supported_languages": null}, "macro.dbt.process_schema_changes": {"name": "process_schema_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/incremental/on_schema_change.sql", "original_file_path": "macros/materializations/models/incremental/on_schema_change.sql", "unique_id": "macro.dbt.process_schema_changes", "macro_sql": "{% macro process_schema_changes(on_schema_change, source_relation, target_relation) %}\n\n {% if on_schema_change == 'ignore' %}\n\n {{ return({}) }}\n\n {% else %}\n\n {% set schema_changes_dict = check_for_schema_changes(source_relation, target_relation) %}\n\n {% if schema_changes_dict['schema_changed'] %}\n\n {% if on_schema_change == 'fail' %}\n\n {% set fail_msg %}\n The source and target schemas on this incremental model are out of sync!\n They can be reconciled in several ways:\n - set the `on_schema_change` config to either append_new_columns or sync_all_columns, depending on your situation.\n - Re-run the incremental model with `full_refresh: True` to update the target schema.\n - update the schema manually and re-run the process.\n\n Additional troubleshooting context:\n Source columns not in target: {{ schema_changes_dict['source_not_in_target'] }}\n Target columns not in source: {{ schema_changes_dict['target_not_in_source'] }}\n New column types: {{ schema_changes_dict['new_target_types'] }}\n {% endset %}\n\n {% do exceptions.raise_compiler_error(fail_msg) %}\n\n {# -- unless we ignore, run the sync operation per the config #}\n {% else %}\n\n {% do sync_column_schemas(on_schema_change, target_relation, schema_changes_dict) %}\n\n {% endif %}\n\n {% endif %}\n\n {{ return(schema_changes_dict['source_columns']) }}\n\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.check_for_schema_changes", "macro.dbt.sync_column_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.923722, "supported_languages": null}, "macro.dbt.can_clone_table": {"name": "can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.can_clone_table", "macro_sql": "{% macro can_clone_table() %}\n {{ return(adapter.dispatch('can_clone_table', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__can_clone_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9239628, "supported_languages": null}, "macro.dbt.default__can_clone_table": {"name": "default__can_clone_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/can_clone_table.sql", "original_file_path": "macros/materializations/models/clone/can_clone_table.sql", "unique_id": "macro.dbt.default__can_clone_table", "macro_sql": "{% macro default__can_clone_table() %}\n {{ return(False) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.924073, "supported_languages": null}, "macro.dbt.create_or_replace_clone": {"name": "create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.create_or_replace_clone", "macro_sql": "{% macro create_or_replace_clone(this_relation, defer_relation) %}\n {{ return(adapter.dispatch('create_or_replace_clone', 'dbt')(this_relation, defer_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_or_replace_clone"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9243462, "supported_languages": null}, "macro.dbt.default__create_or_replace_clone": {"name": "default__create_or_replace_clone", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/create_or_replace_clone.sql", "original_file_path": "macros/materializations/models/clone/create_or_replace_clone.sql", "unique_id": "macro.dbt.default__create_or_replace_clone", "macro_sql": "{% macro default__create_or_replace_clone(this_relation, defer_relation) %}\n create or replace table {{ this_relation.render() }} clone {{ defer_relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.924503, "supported_languages": null}, "macro.dbt.materialization_clone_default": {"name": "materialization_clone_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/models/clone/clone.sql", "original_file_path": "macros/materializations/models/clone/clone.sql", "unique_id": "macro.dbt.materialization_clone_default", "macro_sql": "{%- materialization clone, default -%}\n\n {%- set relations = {'relations': []} -%}\n\n {%- if not defer_relation -%}\n -- nothing to do\n {{ log(\"No relation found in state manifest for \" ~ model.unique_id, info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set existing_relation = load_cached_relation(this) -%}\n\n {%- if existing_relation and not flags.FULL_REFRESH -%}\n -- noop!\n {{ log(\"Relation \" ~ existing_relation ~ \" already exists\", info=True) }}\n {{ return(relations) }}\n {%- endif -%}\n\n {%- set other_existing_relation = load_cached_relation(defer_relation) -%}\n\n -- If this is a database that can do zero-copy cloning of tables, and the other relation is a table, then this will be a table\n -- Otherwise, this will be a view\n\n {% set can_clone_table = can_clone_table() %}\n\n {%- if other_existing_relation and other_existing_relation.type == 'table' and can_clone_table -%}\n\n {%- set target_relation = this.incorporate(type='table') -%}\n {% if existing_relation is not none and not existing_relation.is_table %}\n {{ log(\"Dropping relation \" ~ existing_relation.render() ~ \" because it is of type \" ~ existing_relation.type) }}\n {{ drop_relation_if_exists(existing_relation) }}\n {% endif %}\n\n -- as a general rule, data platforms that can clone tables can also do atomic 'create or replace'\n {% call statement('main') %}\n {% if target_relation and defer_relation and target_relation == defer_relation %}\n {{ log(\"Target relation and defer relation are the same, skipping clone for relation: \" ~ target_relation.render()) }}\n {% else %}\n {{ create_or_replace_clone(target_relation, defer_relation) }}\n {% endif %}\n\n {% endcall %}\n\n {% set should_revoke = should_revoke(existing_relation, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n {% do persist_docs(target_relation, model) %}\n\n {{ return({'relations': [target_relation]}) }}\n\n {%- else -%}\n\n {%- set target_relation = this.incorporate(type='view') -%}\n\n -- reuse the view materialization\n -- TODO: support actual dispatch for materialization macros\n -- Tracking ticket: https://github.com/dbt-labs/dbt-core/issues/7799\n {% set search_name = \"materialization_view_\" ~ adapter.type() %}\n {% if not search_name in context %}\n {% set search_name = \"materialization_view_default\" %}\n {% endif %}\n {% set materialization_macro = context[search_name] %}\n {% set relations = materialization_macro() %}\n {{ return(relations) }}\n\n {%- endif -%}\n\n{%- endmaterialization -%}", "depends_on": {"macros": ["macro.dbt.load_cached_relation", "macro.dbt.can_clone_table", "macro.dbt.drop_relation_if_exists", "macro.dbt.statement", "macro.dbt.create_or_replace_clone", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.926927, "supported_languages": ["sql"]}, "macro.dbt.materialization_seed_default": {"name": "materialization_seed_default", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/seed.sql", "original_file_path": "macros/materializations/seeds/seed.sql", "unique_id": "macro.dbt.materialization_seed_default", "macro_sql": "{% materialization seed, default %}\n\n {%- set identifier = model['alias'] -%}\n {%- set full_refresh_mode = (should_full_refresh()) -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set grant_config = config.get('grants') -%}\n {%- set agate_table = load_agate_table() -%}\n -- grab current tables grants config for comparison later on\n\n {%- do store_result('agate_table', response='OK', agate_table=agate_table) -%}\n\n {{ run_hooks(pre_hooks, inside_transaction=False) }}\n\n -- `BEGIN` happens here:\n {{ run_hooks(pre_hooks, inside_transaction=True) }}\n\n -- build model\n {% set create_table_sql = \"\" %}\n {% if exists_as_view %}\n {{ exceptions.raise_compiler_error(\"Cannot seed to '{}', it is a view\".format(old_relation.render())) }}\n {% elif exists_as_table %}\n {% set create_table_sql = reset_csv_table(model, full_refresh_mode, old_relation, agate_table) %}\n {% else %}\n {% set create_table_sql = create_csv_table(model, agate_table) %}\n {% endif %}\n\n {% set code = 'CREATE' if full_refresh_mode else 'INSERT' %}\n {% set rows_affected = (agate_table.rows | length) %}\n {% set sql = load_csv_rows(model, agate_table) %}\n\n {% call noop_statement('main', code ~ ' ' ~ rows_affected, code, rows_affected) %}\n {{ get_csv_sql(create_table_sql, sql) }};\n {% endcall %}\n\n {% set target_relation = this.incorporate(type='table') %}\n\n {% set should_revoke = should_revoke(old_relation, full_refresh_mode) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {% do persist_docs(target_relation, model) %}\n\n {% if full_refresh_mode or not exists_as_table %}\n {% do create_indexes(target_relation) %}\n {% endif %}\n\n {{ run_hooks(post_hooks, inside_transaction=True) }}\n\n -- `COMMIT` happens here\n {{ adapter.commit() }}\n\n {{ run_hooks(post_hooks, inside_transaction=False) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmaterialization %}", "depends_on": {"macros": ["macro.dbt.should_full_refresh", "macro.dbt.run_hooks", "macro.dbt.reset_csv_table", "macro.dbt.create_csv_table", "macro.dbt.load_csv_rows", "macro.dbt.noop_statement", "macro.dbt.get_csv_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants", "macro.dbt.persist_docs", "macro.dbt.create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.929322, "supported_languages": ["sql"]}, "macro.dbt.create_csv_table": {"name": "create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.create_csv_table", "macro_sql": "{% macro create_csv_table(model, agate_table) -%}\n {{ adapter.dispatch('create_csv_table', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.930353, "supported_languages": null}, "macro.dbt.default__create_csv_table": {"name": "default__create_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__create_csv_table", "macro_sql": "{% macro default__create_csv_table(model, agate_table) %}\n {%- set column_override = model['config'].get('column_types', {}) -%}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n\n {% set sql %}\n create table {{ this.render() }} (\n {%- for col_name in agate_table.column_names -%}\n {%- set inferred_type = adapter.convert_type(agate_table, loop.index0) -%}\n {%- set type = column_override.get(col_name, inferred_type) -%}\n {%- set column_name = (col_name | string) -%}\n {{ adapter.quote_seed_column(column_name, quote_seed_column) }} {{ type }} {%- if not loop.last -%}, {%- endif -%}\n {%- endfor -%}\n )\n {% endset %}\n\n {% call statement('_') -%}\n {{ sql }}\n {%- endcall %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.931168, "supported_languages": null}, "macro.dbt.reset_csv_table": {"name": "reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.reset_csv_table", "macro_sql": "{% macro reset_csv_table(model, full_refresh, old_relation, agate_table) -%}\n {{ adapter.dispatch('reset_csv_table', 'dbt')(model, full_refresh, old_relation, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__reset_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.931384, "supported_languages": null}, "macro.dbt.default__reset_csv_table": {"name": "default__reset_csv_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__reset_csv_table", "macro_sql": "{% macro default__reset_csv_table(model, full_refresh, old_relation, agate_table) %}\n {% set sql = \"\" %}\n {% if full_refresh %}\n {{ adapter.drop_relation(old_relation) }}\n {% set sql = create_csv_table(model, agate_table) %}\n {% else %}\n {{ adapter.truncate_relation(old_relation) }}\n {% set sql = \"truncate table \" ~ old_relation.render() %}\n {% endif %}\n\n {{ return(sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_csv_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9318368, "supported_languages": null}, "macro.dbt.get_csv_sql": {"name": "get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_csv_sql", "macro_sql": "{% macro get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ adapter.dispatch('get_csv_sql', 'dbt')(create_or_truncate_sql, insert_sql) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_csv_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.932045, "supported_languages": null}, "macro.dbt.default__get_csv_sql": {"name": "default__get_csv_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_csv_sql", "macro_sql": "{% macro default__get_csv_sql(create_or_truncate_sql, insert_sql) %}\n {{ create_or_truncate_sql }};\n -- dbt seed --\n {{ insert_sql }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9321752, "supported_languages": null}, "macro.dbt.get_binding_char": {"name": "get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_binding_char", "macro_sql": "{% macro get_binding_char() -%}\n {{ adapter.dispatch('get_binding_char', 'dbt')() }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.932307, "supported_languages": null}, "macro.dbt.default__get_binding_char": {"name": "default__get_binding_char", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_binding_char", "macro_sql": "{% macro default__get_binding_char() %}\n {{ return('%s') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.932414, "supported_languages": null}, "macro.dbt.get_batch_size": {"name": "get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_batch_size", "macro_sql": "{% macro get_batch_size() -%}\n {{ return(adapter.dispatch('get_batch_size', 'dbt')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_batch_size"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.93256, "supported_languages": null}, "macro.dbt.default__get_batch_size": {"name": "default__get_batch_size", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__get_batch_size", "macro_sql": "{% macro default__get_batch_size() %}\n {{ return(10000) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.932669, "supported_languages": null}, "macro.dbt.get_seed_column_quoted_csv": {"name": "get_seed_column_quoted_csv", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.get_seed_column_quoted_csv", "macro_sql": "{% macro get_seed_column_quoted_csv(model, column_names) %}\n {%- set quote_seed_column = model['config'].get('quote_columns', None) -%}\n {% set quoted = [] %}\n {% for col in column_names -%}\n {%- do quoted.append(adapter.quote_seed_column(col, quote_seed_column)) -%}\n {%- endfor %}\n\n {%- set dest_cols_csv = quoted | join(', ') -%}\n {{ return(dest_cols_csv) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9331079, "supported_languages": null}, "macro.dbt.load_csv_rows": {"name": "load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.load_csv_rows", "macro_sql": "{% macro load_csv_rows(model, agate_table) -%}\n {{ adapter.dispatch('load_csv_rows', 'dbt')(model, agate_table) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__load_csv_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.933281, "supported_languages": null}, "macro.dbt.default__load_csv_rows": {"name": "default__load_csv_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/materializations/seeds/helpers.sql", "original_file_path": "macros/materializations/seeds/helpers.sql", "unique_id": "macro.dbt.default__load_csv_rows", "macro_sql": "{% macro default__load_csv_rows(model, agate_table) %}\n\n {% set batch_size = get_batch_size() %}\n\n {% set cols_sql = get_seed_column_quoted_csv(model, agate_table.column_names) %}\n {% set bindings = [] %}\n\n {% set statements = [] %}\n\n {% for chunk in agate_table.rows | batch(batch_size) %}\n {% set bindings = [] %}\n\n {% for row in chunk %}\n {% do bindings.extend(row) %}\n {% endfor %}\n\n {% set sql %}\n insert into {{ this.render() }} ({{ cols_sql }}) values\n {% for row in chunk -%}\n ({%- for column in agate_table.column_names -%}\n {{ get_binding_char() }}\n {%- if not loop.last%},{%- endif %}\n {%- endfor -%})\n {%- if not loop.last%},{%- endif %}\n {%- endfor %}\n {% endset %}\n\n {% do adapter.add_query(sql, bindings=bindings, abridge_sql_log=True) %}\n\n {% if loop.index0 == 0 %}\n {% do statements.append(sql) %}\n {% endif %}\n {% endfor %}\n\n {# Return SQL so we can render it out into the compiled files #}\n {{ return(statements[0]) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_batch_size", "macro.dbt.get_seed_column_quoted_csv", "macro.dbt.get_binding_char"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.934462, "supported_languages": null}, "macro.dbt.generate_alias_name": {"name": "generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.generate_alias_name", "macro_sql": "{% macro generate_alias_name(custom_alias_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_alias_name', 'dbt')(custom_alias_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_alias_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9348512, "supported_languages": null}, "macro.dbt.default__generate_alias_name": {"name": "default__generate_alias_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_alias.sql", "original_file_path": "macros/get_custom_name/get_custom_alias.sql", "unique_id": "macro.dbt.default__generate_alias_name", "macro_sql": "{% macro default__generate_alias_name(custom_alias_name=none, node=none) -%}\n\n {%- if custom_alias_name -%}\n\n {{ custom_alias_name | trim }}\n\n {%- elif node.version -%}\n\n {{ return(node.name ~ \"_v\" ~ (node.version | replace(\".\", \"_\"))) }}\n\n {%- else -%}\n\n {{ node.name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.935198, "supported_languages": null}, "macro.dbt.generate_schema_name": {"name": "generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name", "macro_sql": "{% macro generate_schema_name(custom_schema_name=none, node=none) -%}\n {{ return(adapter.dispatch('generate_schema_name', 'dbt')(custom_schema_name, node)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9356449, "supported_languages": null}, "macro.dbt.default__generate_schema_name": {"name": "default__generate_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.default__generate_schema_name", "macro_sql": "{% macro default__generate_schema_name(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if custom_schema_name is none -%}\n\n {{ default_schema }}\n\n {%- else -%}\n\n {{ default_schema }}_{{ custom_schema_name | trim }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9358861, "supported_languages": null}, "macro.dbt.generate_schema_name_for_env": {"name": "generate_schema_name_for_env", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_schema.sql", "original_file_path": "macros/get_custom_name/get_custom_schema.sql", "unique_id": "macro.dbt.generate_schema_name_for_env", "macro_sql": "{% macro generate_schema_name_for_env(custom_schema_name, node) -%}\n\n {%- set default_schema = target.schema -%}\n {%- if target.name == 'prod' and custom_schema_name is not none -%}\n\n {{ custom_schema_name | trim }}\n\n {%- else -%}\n\n {{ default_schema }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.936152, "supported_languages": null}, "macro.dbt.generate_database_name": {"name": "generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.generate_database_name", "macro_sql": "{% macro generate_database_name(custom_database_name=none, node=none) -%}\n {% do return(adapter.dispatch('generate_database_name', 'dbt')(custom_database_name, node)) %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_database_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.936503, "supported_languages": null}, "macro.dbt.default__generate_database_name": {"name": "default__generate_database_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/get_custom_name/get_custom_database.sql", "original_file_path": "macros/get_custom_name/get_custom_database.sql", "unique_id": "macro.dbt.default__generate_database_name", "macro_sql": "{% macro default__generate_database_name(custom_database_name=none, node=none) -%}\n {%- set default_database = target.database -%}\n {%- if custom_database_name is none -%}\n\n {{ default_database }}\n\n {%- else -%}\n\n {{ custom_database_name }}\n\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.936736, "supported_languages": null}, "macro.dbt.get_drop_sql": {"name": "get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.get_drop_sql", "macro_sql": "{%- macro get_drop_sql(relation) -%}\n {{- log('Applying DROP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.937183, "supported_languages": null}, "macro.dbt.default__get_drop_sql": {"name": "default__get_drop_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__get_drop_sql", "macro_sql": "{%- macro default__get_drop_sql(relation) -%}\n\n {%- if relation.is_view -%}\n {{ drop_view(relation) }}\n\n {%- elif relation.is_table -%}\n {{ drop_table(relation) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ drop_materialized_view(relation) }}\n\n {%- else -%}\n drop {{ relation.type }} if exists {{ relation.render() }} cascade\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.drop_view", "macro.dbt.drop_table", "macro.dbt.drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.93753, "supported_languages": null}, "macro.dbt.drop_relation": {"name": "drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation", "macro_sql": "{% macro drop_relation(relation) -%}\n {{ return(adapter.dispatch('drop_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__drop_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.937702, "supported_languages": null}, "macro.dbt.default__drop_relation": {"name": "default__drop_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.default__drop_relation", "macro_sql": "{% macro default__drop_relation(relation) -%}\n {% call statement('drop_relation', auto_begin=False) -%}\n {{ get_drop_sql(relation) }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.937887, "supported_languages": null}, "macro.dbt.drop_relation_if_exists": {"name": "drop_relation_if_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop.sql", "original_file_path": "macros/relations/drop.sql", "unique_id": "macro.dbt.drop_relation_if_exists", "macro_sql": "{% macro drop_relation_if_exists(relation) %}\n {% if relation is not none %}\n {{ adapter.drop_relation(relation) }}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.93806, "supported_languages": null}, "macro.dbt.get_replace_sql": {"name": "get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.get_replace_sql", "macro_sql": "{% macro get_replace_sql(existing_relation, target_relation, sql) %}\n {{- log('Applying REPLACE to: ' ~ existing_relation) -}}\n {{- adapter.dispatch('get_replace_sql', 'dbt')(existing_relation, target_relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.938625, "supported_languages": null}, "macro.dbt.default__get_replace_sql": {"name": "default__get_replace_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/replace.sql", "original_file_path": "macros/relations/replace.sql", "unique_id": "macro.dbt.default__get_replace_sql", "macro_sql": "{% macro default__get_replace_sql(existing_relation, target_relation, sql) %}\n\n {# /* use a create or replace statement if possible */ #}\n\n {% set is_replaceable = existing_relation.type == target_relation_type and existing_relation.can_be_replaced %}\n\n {% if is_replaceable and existing_relation.is_view %}\n {{ get_replace_view_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_table %}\n {{ get_replace_table_sql(target_relation, sql) }}\n\n {% elif is_replaceable and existing_relation.is_materialized_view %}\n {{ get_replace_materialized_view_sql(target_relation, sql) }}\n\n {# /* a create or replace statement is not possible, so try to stage and/or backup to be safe */ #}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one using a backup */ #}\n {%- elif target_relation.can_be_renamed and existing_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* create target_relation as an intermediate relation, then swap it out with the existing one without using a backup */ #}\n {%- elif target_relation.can_be_renamed -%}\n {{ get_create_intermediate_sql(target_relation, sql) }};\n {{ get_drop_sql(existing_relation) }};\n {{ get_rename_intermediate_sql(target_relation) }}\n\n {# /* create target_relation in place by first backing up the existing relation */ #}\n {%- elif existing_relation.can_be_renamed -%}\n {{ get_create_backup_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }};\n {{ get_drop_backup_sql(existing_relation) }}\n\n {# /* no renaming is allowed, so just drop and create */ #}\n {%- else -%}\n {{ get_drop_sql(existing_relation) }};\n {{ get_create_sql(target_relation, sql) }}\n\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_replace_view_sql", "macro.dbt.get_replace_table_sql", "macro.dbt.get_replace_materialized_view_sql", "macro.dbt.get_create_intermediate_sql", "macro.dbt.get_create_backup_sql", "macro.dbt.get_rename_intermediate_sql", "macro.dbt.get_drop_backup_sql", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9397929, "supported_languages": null}, "macro.dbt.get_create_intermediate_sql": {"name": "get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.get_create_intermediate_sql", "macro_sql": "{%- macro get_create_intermediate_sql(relation, sql) -%}\n {{- log('Applying CREATE INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_intermediate_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9401212, "supported_languages": null}, "macro.dbt.default__get_create_intermediate_sql": {"name": "default__get_create_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_intermediate.sql", "original_file_path": "macros/relations/create_intermediate.sql", "unique_id": "macro.dbt.default__get_create_intermediate_sql", "macro_sql": "{%- macro default__get_create_intermediate_sql(relation, sql) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n -- drop any pre-existing intermediate\n {{ get_drop_sql(intermediate_relation) }};\n\n {{ get_create_sql(intermediate_relation, sql) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.940377, "supported_languages": null}, "macro.dbt.drop_schema_named": {"name": "drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.drop_schema_named", "macro_sql": "{% macro drop_schema_named(schema_name) %}\n {{ return(adapter.dispatch('drop_schema_named', 'dbt') (schema_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_schema_named"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.94063, "supported_languages": null}, "macro.dbt.default__drop_schema_named": {"name": "default__drop_schema_named", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/schema.sql", "original_file_path": "macros/relations/schema.sql", "unique_id": "macro.dbt.default__drop_schema_named", "macro_sql": "{% macro default__drop_schema_named(schema_name) %}\n {% set schema_relation = api.Relation.create(schema=schema_name) %}\n {{ adapter.drop_schema(schema_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9408278, "supported_languages": null}, "macro.dbt.get_drop_backup_sql": {"name": "get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.get_drop_backup_sql", "macro_sql": "{%- macro get_drop_backup_sql(relation) -%}\n {{- log('Applying DROP BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_drop_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_drop_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.941115, "supported_languages": null}, "macro.dbt.default__get_drop_backup_sql": {"name": "default__get_drop_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/drop_backup.sql", "original_file_path": "macros/relations/drop_backup.sql", "unique_id": "macro.dbt.default__get_drop_backup_sql", "macro_sql": "{%- macro default__get_drop_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n {{ get_drop_sql(backup_relation) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9413052, "supported_languages": null}, "macro.dbt.get_rename_sql": {"name": "get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.get_rename_sql", "macro_sql": "{%- macro get_rename_sql(relation, new_name) -%}\n {{- log('Applying RENAME to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_sql', 'dbt')(relation, new_name) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.941764, "supported_languages": null}, "macro.dbt.default__get_rename_sql": {"name": "default__get_rename_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__get_rename_sql", "macro_sql": "{%- macro default__get_rename_sql(relation, new_name) -%}\n\n {%- if relation.is_view -%}\n {{ get_rename_view_sql(relation, new_name) }}\n\n {%- elif relation.is_table -%}\n {{ get_rename_table_sql(relation, new_name) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_rename_materialized_view_sql(relation, new_name) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_rename_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.get_rename_view_sql", "macro.dbt.get_rename_table_sql", "macro.dbt.get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.942166, "supported_languages": null}, "macro.dbt.rename_relation": {"name": "rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.rename_relation", "macro_sql": "{% macro rename_relation(from_relation, to_relation) -%}\n {{ return(adapter.dispatch('rename_relation', 'dbt')(from_relation, to_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__rename_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.942357, "supported_languages": null}, "macro.dbt.default__rename_relation": {"name": "default__rename_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename.sql", "original_file_path": "macros/relations/rename.sql", "unique_id": "macro.dbt.default__rename_relation", "macro_sql": "{% macro default__rename_relation(from_relation, to_relation) -%}\n {% set target_name = adapter.quote_as_configured(to_relation.identifier, 'identifier') %}\n {% call statement('rename_relation') -%}\n alter table {{ from_relation.render() }} rename to {{ target_name }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.942629, "supported_languages": null}, "macro.dbt.get_create_backup_sql": {"name": "get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.get_create_backup_sql", "macro_sql": "{%- macro get_create_backup_sql(relation) -%}\n {{- log('Applying CREATE BACKUP to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_backup_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_backup_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.942933, "supported_languages": null}, "macro.dbt.default__get_create_backup_sql": {"name": "default__get_create_backup_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create_backup.sql", "original_file_path": "macros/relations/create_backup.sql", "unique_id": "macro.dbt.default__get_create_backup_sql", "macro_sql": "{%- macro default__get_create_backup_sql(relation) -%}\n\n -- get the standard backup name\n {% set backup_relation = make_backup_relation(relation, relation.type) %}\n\n -- drop any pre-existing backup\n {{ get_drop_sql(backup_relation) }};\n\n {{ get_rename_sql(relation, backup_relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_backup_relation", "macro.dbt.get_drop_sql", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.943182, "supported_languages": null}, "macro.dbt.get_create_sql": {"name": "get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.get_create_sql", "macro_sql": "{%- macro get_create_sql(relation, sql) -%}\n {{- log('Applying CREATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_create_sql', 'dbt')(relation, sql) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_create_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.943549, "supported_languages": null}, "macro.dbt.default__get_create_sql": {"name": "default__get_create_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/create.sql", "original_file_path": "macros/relations/create.sql", "unique_id": "macro.dbt.default__get_create_sql", "macro_sql": "{%- macro default__get_create_sql(relation, sql) -%}\n\n {%- if relation.is_view -%}\n {{ get_create_view_as_sql(relation, sql) }}\n\n {%- elif relation.is_table -%}\n {{ get_create_table_as_sql(False, relation, sql) }}\n\n {%- elif relation.is_materialized_view -%}\n {{ get_create_materialized_view_as_sql(relation, sql) }}\n\n {%- else -%}\n {{- exceptions.raise_compiler_error(\"`get_create_sql` has not been implemented for: \" ~ relation.type ) -}}\n\n {%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.get_create_view_as_sql", "macro.dbt.get_create_table_as_sql", "macro.dbt.get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9439628, "supported_languages": null}, "macro.dbt.get_rename_intermediate_sql": {"name": "get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.get_rename_intermediate_sql", "macro_sql": "{%- macro get_rename_intermediate_sql(relation) -%}\n {{- log('Applying RENAME INTERMEDIATE to: ' ~ relation) -}}\n {{- adapter.dispatch('get_rename_intermediate_sql', 'dbt')(relation) -}}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.default__get_rename_intermediate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.944256, "supported_languages": null}, "macro.dbt.default__get_rename_intermediate_sql": {"name": "default__get_rename_intermediate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/rename_intermediate.sql", "original_file_path": "macros/relations/rename_intermediate.sql", "unique_id": "macro.dbt.default__get_rename_intermediate_sql", "macro_sql": "{%- macro default__get_rename_intermediate_sql(relation) -%}\n\n -- get the standard intermediate name\n {% set intermediate_relation = make_intermediate_relation(relation) %}\n\n {{ get_rename_sql(intermediate_relation, relation.identifier) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt.make_intermediate_relation", "macro.dbt.get_rename_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.944448, "supported_languages": null}, "macro.dbt.drop_materialized_view": {"name": "drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.drop_materialized_view", "macro_sql": "{% macro drop_materialized_view(relation) -%}\n {{- adapter.dispatch('drop_materialized_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9446888, "supported_languages": null}, "macro.dbt.default__drop_materialized_view": {"name": "default__drop_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/drop.sql", "original_file_path": "macros/relations/materialized_view/drop.sql", "unique_id": "macro.dbt.default__drop_materialized_view", "macro_sql": "{% macro default__drop_materialized_view(relation) -%}\n drop materialized view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9448051, "supported_languages": null}, "macro.dbt.get_replace_materialized_view_sql": {"name": "get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.get_replace_materialized_view_sql", "macro_sql": "{% macro get_replace_materialized_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_materialized_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.945059, "supported_languages": null}, "macro.dbt.default__get_replace_materialized_view_sql": {"name": "default__get_replace_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/replace.sql", "original_file_path": "macros/relations/materialized_view/replace.sql", "unique_id": "macro.dbt.default__get_replace_materialized_view_sql", "macro_sql": "{% macro default__get_replace_materialized_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.945259, "supported_languages": null}, "macro.dbt.refresh_materialized_view": {"name": "refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.refresh_materialized_view", "macro_sql": "{% macro refresh_materialized_view(relation) %}\n {{- log('Applying REFRESH to: ' ~ relation) -}}\n {{- adapter.dispatch('refresh_materialized_view', 'dbt')(relation) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__refresh_materialized_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.945546, "supported_languages": null}, "macro.dbt.default__refresh_materialized_view": {"name": "default__refresh_materialized_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/refresh.sql", "original_file_path": "macros/relations/materialized_view/refresh.sql", "unique_id": "macro.dbt.default__refresh_materialized_view", "macro_sql": "{% macro default__refresh_materialized_view(relation) %}\n {{ exceptions.raise_compiler_error(\"`refresh_materialized_view` has not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9456692, "supported_languages": null}, "macro.dbt.get_rename_materialized_view_sql": {"name": "get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.get_rename_materialized_view_sql", "macro_sql": "{% macro get_rename_materialized_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_materialized_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_materialized_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.945921, "supported_languages": null}, "macro.dbt.default__get_rename_materialized_view_sql": {"name": "default__get_rename_materialized_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/rename.sql", "original_file_path": "macros/relations/materialized_view/rename.sql", "unique_id": "macro.dbt.default__get_rename_materialized_view_sql", "macro_sql": "{% macro default__get_rename_materialized_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_materialized_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.946059, "supported_languages": null}, "macro.dbt.get_alter_materialized_view_as_sql": {"name": "get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_alter_materialized_view_as_sql", "macro_sql": "{% macro get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{- log('Applying ALTER to: ' ~ relation) -}}\n {{- adapter.dispatch('get_alter_materialized_view_as_sql', 'dbt')(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n ) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_alter_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9465961, "supported_languages": null}, "macro.dbt.default__get_alter_materialized_view_as_sql": {"name": "default__get_alter_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_alter_materialized_view_as_sql", "macro_sql": "{% macro default__get_alter_materialized_view_as_sql(\n relation,\n configuration_changes,\n sql,\n existing_relation,\n backup_relation,\n intermediate_relation\n) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9467678, "supported_languages": null}, "macro.dbt.get_materialized_view_configuration_changes": {"name": "get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.get_materialized_view_configuration_changes", "macro_sql": "{% macro get_materialized_view_configuration_changes(existing_relation, new_config) %}\n /* {#\n It's recommended that configuration changes be formatted as follows:\n {\"\": [{\"action\": \"\", \"context\": ...}]}\n\n For example:\n {\n \"indexes\": [\n {\"action\": \"drop\", \"context\": \"index_abc\"},\n {\"action\": \"create\", \"context\": {\"columns\": [\"column_1\", \"column_2\"], \"type\": \"hash\", \"unique\": True}},\n ],\n }\n\n Either way, `get_materialized_view_configuration_changes` needs to align with `get_alter_materialized_view_as_sql`.\n #} */\n {{- log('Determining configuration changes on: ' ~ existing_relation) -}}\n {%- do return(adapter.dispatch('get_materialized_view_configuration_changes', 'dbt')(existing_relation, new_config)) -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_materialized_view_configuration_changes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9470341, "supported_languages": null}, "macro.dbt.default__get_materialized_view_configuration_changes": {"name": "default__get_materialized_view_configuration_changes", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/alter.sql", "original_file_path": "macros/relations/materialized_view/alter.sql", "unique_id": "macro.dbt.default__get_materialized_view_configuration_changes", "macro_sql": "{% macro default__get_materialized_view_configuration_changes(existing_relation, new_config) %}\n {{ exceptions.raise_compiler_error(\"Materialized views have not been implemented for this adapter.\") }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.947168, "supported_languages": null}, "macro.dbt.get_create_materialized_view_as_sql": {"name": "get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.get_create_materialized_view_as_sql", "macro_sql": "{% macro get_create_materialized_view_as_sql(relation, sql) -%}\n {{- adapter.dispatch('get_create_materialized_view_as_sql', 'dbt')(relation, sql) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_materialized_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9474292, "supported_languages": null}, "macro.dbt.default__get_create_materialized_view_as_sql": {"name": "default__get_create_materialized_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/materialized_view/create.sql", "original_file_path": "macros/relations/materialized_view/create.sql", "unique_id": "macro.dbt.default__get_create_materialized_view_as_sql", "macro_sql": "{% macro default__get_create_materialized_view_as_sql(relation, sql) -%}\n {{ exceptions.raise_compiler_error(\n \"`get_create_materialized_view_as_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.947565, "supported_languages": null}, "macro.dbt.get_table_columns_and_constraints": {"name": "get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_table_columns_and_constraints", "macro_sql": "{%- macro get_table_columns_and_constraints() -%}\n {{ adapter.dispatch('get_table_columns_and_constraints', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.948351, "supported_languages": null}, "macro.dbt.default__get_table_columns_and_constraints": {"name": "default__get_table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_table_columns_and_constraints", "macro_sql": "{% macro default__get_table_columns_and_constraints() -%}\n {{ return(table_columns_and_constraints()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.table_columns_and_constraints"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9484632, "supported_languages": null}, "macro.dbt.table_columns_and_constraints": {"name": "table_columns_and_constraints", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.table_columns_and_constraints", "macro_sql": "{% macro table_columns_and_constraints() %}\n {# loop through user_provided_columns to create DDL with data types and constraints #}\n {%- set raw_column_constraints = adapter.render_raw_columns_constraints(raw_columns=model['columns']) -%}\n {%- set raw_model_constraints = adapter.render_raw_model_constraints(raw_constraints=model['constraints']) -%}\n (\n {% for c in raw_column_constraints -%}\n {{ c }}{{ \",\" if not loop.last or raw_model_constraints }}\n {% endfor %}\n {% for c in raw_model_constraints -%}\n {{ c }}{{ \",\" if not loop.last }}\n {% endfor -%}\n )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.948985, "supported_languages": null}, "macro.dbt.get_assert_columns_equivalent": {"name": "get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.get_assert_columns_equivalent", "macro_sql": "\n\n{%- macro get_assert_columns_equivalent(sql) -%}\n {{ adapter.dispatch('get_assert_columns_equivalent', 'dbt')(sql) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.949137, "supported_languages": null}, "macro.dbt.default__get_assert_columns_equivalent": {"name": "default__get_assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__get_assert_columns_equivalent", "macro_sql": "{% macro default__get_assert_columns_equivalent(sql) -%}\n {{ return(assert_columns_equivalent(sql)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.949265, "supported_languages": null}, "macro.dbt.assert_columns_equivalent": {"name": "assert_columns_equivalent", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.assert_columns_equivalent", "macro_sql": "{% macro assert_columns_equivalent(sql) %}\n\n {#-- First ensure the user has defined 'columns' in yaml specification --#}\n {%- set user_defined_columns = model['columns'] -%}\n {%- if not user_defined_columns -%}\n {{ exceptions.raise_contract_error([], []) }}\n {%- endif -%}\n\n {#-- Obtain the column schema provided by sql file. #}\n {%- set sql_file_provided_columns = get_column_schema_from_query(sql, config.get('sql_header', none)) -%}\n {#--Obtain the column schema provided by the schema file by generating an 'empty schema' query from the model's columns. #}\n {%- set schema_file_provided_columns = get_column_schema_from_query(get_empty_schema_sql(user_defined_columns)) -%}\n\n {#-- create dictionaries with name and formatted data type and strings for exception #}\n {%- set sql_columns = format_columns(sql_file_provided_columns) -%}\n {%- set yaml_columns = format_columns(schema_file_provided_columns) -%}\n\n {%- if sql_columns|length != yaml_columns|length -%}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n\n {%- for sql_col in sql_columns -%}\n {%- set yaml_col = [] -%}\n {%- for this_col in yaml_columns -%}\n {%- if this_col['name'] == sql_col['name'] -%}\n {%- do yaml_col.append(this_col) -%}\n {%- break -%}\n {%- endif -%}\n {%- endfor -%}\n {%- if not yaml_col -%}\n {#-- Column with name not found in yaml #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- if sql_col['formatted'] != yaml_col[0]['formatted'] -%}\n {#-- Column data types don't match #}\n {%- do exceptions.raise_contract_error(yaml_columns, sql_columns) -%}\n {%- endif -%}\n {%- endfor -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_column_schema_from_query", "macro.dbt.get_empty_schema_sql", "macro.dbt.format_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.95051, "supported_languages": null}, "macro.dbt.format_columns": {"name": "format_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.format_columns", "macro_sql": "{% macro format_columns(columns) %}\n {% set formatted_columns = [] %}\n {% for column in columns %}\n {%- set formatted_column = adapter.dispatch('format_column', 'dbt')(column) -%}\n {%- do formatted_columns.append(formatted_column) -%}\n {% endfor %}\n {{ return(formatted_columns) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__format_column"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9508622, "supported_languages": null}, "macro.dbt.default__format_column": {"name": "default__format_column", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/column/columns_spec_ddl.sql", "original_file_path": "macros/relations/column/columns_spec_ddl.sql", "unique_id": "macro.dbt.default__format_column", "macro_sql": "{% macro default__format_column(column) -%}\n {% set data_type = column.dtype %}\n {% set formatted = column.column.lower() ~ \" \" ~ data_type %}\n {{ return({'name': column.name, 'data_type': data_type, 'formatted': formatted}) }}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.951176, "supported_languages": null}, "macro.dbt.drop_table": {"name": "drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.drop_table", "macro_sql": "{% macro drop_table(relation) -%}\n {{- adapter.dispatch('drop_table', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9514198, "supported_languages": null}, "macro.dbt.default__drop_table": {"name": "default__drop_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/drop.sql", "original_file_path": "macros/relations/table/drop.sql", "unique_id": "macro.dbt.default__drop_table", "macro_sql": "{% macro default__drop_table(relation) -%}\n drop table if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.951534, "supported_languages": null}, "macro.dbt.get_replace_table_sql": {"name": "get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.get_replace_table_sql", "macro_sql": "{% macro get_replace_table_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_table_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.951786, "supported_languages": null}, "macro.dbt.default__get_replace_table_sql": {"name": "default__get_replace_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/replace.sql", "original_file_path": "macros/relations/table/replace.sql", "unique_id": "macro.dbt.default__get_replace_table_sql", "macro_sql": "{% macro default__get_replace_table_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.951925, "supported_languages": null}, "macro.dbt.get_rename_table_sql": {"name": "get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.get_rename_table_sql", "macro_sql": "{% macro get_rename_table_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_table_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_table_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9521768, "supported_languages": null}, "macro.dbt.default__get_rename_table_sql": {"name": "default__get_rename_table_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/rename.sql", "original_file_path": "macros/relations/table/rename.sql", "unique_id": "macro.dbt.default__get_rename_table_sql", "macro_sql": "{% macro default__get_rename_table_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_table_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.952311, "supported_languages": null}, "macro.dbt.get_create_table_as_sql": {"name": "get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_create_table_as_sql", "macro_sql": "{% macro get_create_table_as_sql(temporary, relation, sql) -%}\n {{ adapter.dispatch('get_create_table_as_sql', 'dbt')(temporary, relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_table_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.952949, "supported_languages": null}, "macro.dbt.default__get_create_table_as_sql": {"name": "default__get_create_table_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_create_table_as_sql", "macro_sql": "{% macro default__get_create_table_as_sql(temporary, relation, sql) -%}\n {{ return(create_table_as(temporary, relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9531221, "supported_languages": null}, "macro.dbt.create_table_as": {"name": "create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.create_table_as", "macro_sql": "{% macro create_table_as(temporary, relation, compiled_code, language='sql') -%}\n {# backward compatibility for create_table_as that does not support language #}\n {% if language == \"sql\" %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code)}}\n {% else %}\n {{ adapter.dispatch('create_table_as', 'dbt')(temporary, relation, compiled_code, language) }}\n {% endif %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__create_table_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.953515, "supported_languages": null}, "macro.dbt.default__create_table_as": {"name": "default__create_table_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__create_table_as", "macro_sql": "{% macro default__create_table_as(temporary, relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n\n create {% if temporary: -%}temporary{%- endif %} table\n {{ relation.include(database=(not temporary), schema=(not temporary)) }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced and (not temporary) %}\n {{ get_assert_columns_equivalent(sql) }}\n {{ get_table_columns_and_constraints() }}\n {%- set sql = get_select_subquery(sql) %}\n {% endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent", "macro.dbt.get_table_columns_and_constraints", "macro.dbt.get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.954161, "supported_languages": null}, "macro.dbt.default__get_column_names": {"name": "default__get_column_names", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_column_names", "macro_sql": "{% macro default__get_column_names() %}\n {#- loop through user_provided_columns to get column names -#}\n {%- set user_provided_columns = model['columns'] -%}\n {%- for i in user_provided_columns %}\n {%- set col = user_provided_columns[i] -%}\n {%- set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] -%}\n {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.954586, "supported_languages": null}, "macro.dbt.get_select_subquery": {"name": "get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.get_select_subquery", "macro_sql": "{% macro get_select_subquery(sql) %}\n {{ return(adapter.dispatch('get_select_subquery', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_select_subquery"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.954763, "supported_languages": null}, "macro.dbt.default__get_select_subquery": {"name": "default__get_select_subquery", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/table/create.sql", "original_file_path": "macros/relations/table/create.sql", "unique_id": "macro.dbt.default__get_select_subquery", "macro_sql": "{% macro default__get_select_subquery(sql) %}\n select {{ adapter.dispatch('get_column_names', 'dbt')() }}\n from (\n {{ sql }}\n ) as model_subq\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.get_column_names", "macro.dbt.default__get_column_names"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.954926, "supported_languages": null}, "macro.dbt.drop_view": {"name": "drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.drop_view", "macro_sql": "{% macro drop_view(relation) -%}\n {{- adapter.dispatch('drop_view', 'dbt')(relation) -}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__drop_view"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9551628, "supported_languages": null}, "macro.dbt.default__drop_view": {"name": "default__drop_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/drop.sql", "original_file_path": "macros/relations/view/drop.sql", "unique_id": "macro.dbt.default__drop_view", "macro_sql": "{% macro default__drop_view(relation) -%}\n drop view if exists {{ relation.render() }} cascade\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.955279, "supported_languages": null}, "macro.dbt.get_replace_view_sql": {"name": "get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.get_replace_view_sql", "macro_sql": "{% macro get_replace_view_sql(relation, sql) %}\n {{- adapter.dispatch('get_replace_view_sql', 'dbt')(relation, sql) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_replace_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9558048, "supported_languages": null}, "macro.dbt.default__get_replace_view_sql": {"name": "default__get_replace_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__get_replace_view_sql", "macro_sql": "{% macro default__get_replace_view_sql(relation, sql) %}\n {{ exceptions.raise_compiler_error(\n \"`get_replace_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.955945, "supported_languages": null}, "macro.dbt.create_or_replace_view": {"name": "create_or_replace_view", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.create_or_replace_view", "macro_sql": "{% macro create_or_replace_view() %}\n {%- set identifier = model['alias'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set exists_as_view = (old_relation is not none and old_relation.is_view) -%}\n\n {%- set target_relation = api.Relation.create(\n identifier=identifier, schema=schema, database=database,\n type='view') -%}\n {% set grant_config = config.get('grants') %}\n\n {{ run_hooks(pre_hooks) }}\n\n -- If there's a table with the same name and we weren't told to full refresh,\n -- that's an error. If we were told to full refresh, drop it. This behavior differs\n -- for Snowflake and BigQuery, so multiple dispatch is used.\n {%- if old_relation is not none and old_relation.is_table -%}\n {{ handle_existing_table(should_full_refresh(), old_relation) }}\n {%- endif -%}\n\n -- build model\n {% call statement('main') -%}\n {{ get_create_view_as_sql(target_relation, sql) }}\n {%- endcall %}\n\n {% set should_revoke = should_revoke(exists_as_view, full_refresh_mode=True) %}\n {% do apply_grants(target_relation, grant_config, should_revoke=should_revoke) %}\n\n {{ run_hooks(post_hooks) }}\n\n {{ return({'relations': [target_relation]}) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.handle_existing_table", "macro.dbt.should_full_refresh", "macro.dbt.statement", "macro.dbt.get_create_view_as_sql", "macro.dbt.should_revoke", "macro.dbt.apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9570408, "supported_languages": null}, "macro.dbt.handle_existing_table": {"name": "handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.handle_existing_table", "macro_sql": "{% macro handle_existing_table(full_refresh, old_relation) %}\n {{ adapter.dispatch('handle_existing_table', 'dbt')(full_refresh, old_relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__handle_existing_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.957222, "supported_languages": null}, "macro.dbt.default__handle_existing_table": {"name": "default__handle_existing_table", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/replace.sql", "original_file_path": "macros/relations/view/replace.sql", "unique_id": "macro.dbt.default__handle_existing_table", "macro_sql": "{% macro default__handle_existing_table(full_refresh, old_relation) %}\n {{ log(\"Dropping relation \" ~ old_relation.render() ~ \" because it is of type \" ~ old_relation.type) }}\n {{ adapter.drop_relation(old_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9574442, "supported_languages": null}, "macro.dbt.get_rename_view_sql": {"name": "get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.get_rename_view_sql", "macro_sql": "{% macro get_rename_view_sql(relation, new_name) %}\n {{- adapter.dispatch('get_rename_view_sql', 'dbt')(relation, new_name) -}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_rename_view_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.957697, "supported_languages": null}, "macro.dbt.default__get_rename_view_sql": {"name": "default__get_rename_view_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/rename.sql", "original_file_path": "macros/relations/view/rename.sql", "unique_id": "macro.dbt.default__get_rename_view_sql", "macro_sql": "{% macro default__get_rename_view_sql(relation, new_name) %}\n {{ exceptions.raise_compiler_error(\n \"`get_rename_view_sql` has not been implemented for this adapter.\"\n ) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.95783, "supported_languages": null}, "macro.dbt.get_create_view_as_sql": {"name": "get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.get_create_view_as_sql", "macro_sql": "{% macro get_create_view_as_sql(relation, sql) -%}\n {{ adapter.dispatch('get_create_view_as_sql', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_view_as_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.958189, "supported_languages": null}, "macro.dbt.default__get_create_view_as_sql": {"name": "default__get_create_view_as_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__get_create_view_as_sql", "macro_sql": "{% macro default__get_create_view_as_sql(relation, sql) -%}\n {{ return(create_view_as(relation, sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9583611, "supported_languages": null}, "macro.dbt.create_view_as": {"name": "create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.create_view_as", "macro_sql": "{% macro create_view_as(relation, sql) -%}\n {{ adapter.dispatch('create_view_as', 'dbt')(relation, sql) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__create_view_as"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.958528, "supported_languages": null}, "macro.dbt.default__create_view_as": {"name": "default__create_view_as", "resource_type": "macro", "package_name": "dbt", "path": "macros/relations/view/create.sql", "original_file_path": "macros/relations/view/create.sql", "unique_id": "macro.dbt.default__create_view_as", "macro_sql": "{% macro default__create_view_as(relation, sql) -%}\n {%- set sql_header = config.get('sql_header', none) -%}\n\n {{ sql_header if sql_header is not none }}\n create view {{ relation.render() }}\n {% set contract_config = config.get('contract') %}\n {% if contract_config.enforced %}\n {{ get_assert_columns_equivalent(sql) }}\n {%- endif %}\n as (\n {{ sql }}\n );\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.get_assert_columns_equivalent"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9589372, "supported_languages": null}, "macro.dbt.default__test_relationships": {"name": "default__test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/relationships.sql", "original_file_path": "macros/generic_test_sql/relationships.sql", "unique_id": "macro.dbt.default__test_relationships", "macro_sql": "{% macro default__test_relationships(model, column_name, to, field) %}\n\nwith child as (\n select {{ column_name }} as from_field\n from {{ model }}\n where {{ column_name }} is not null\n),\n\nparent as (\n select {{ field }} as to_field\n from {{ to }}\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.959239, "supported_languages": null}, "macro.dbt.default__test_not_null": {"name": "default__test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/not_null.sql", "original_file_path": "macros/generic_test_sql/not_null.sql", "unique_id": "macro.dbt.default__test_not_null", "macro_sql": "{% macro default__test_not_null(model, column_name) %}\n\n{% set column_list = '*' if should_store_failures() else column_name %}\n\nselect {{ column_list }}\nfrom {{ model }}\nwhere {{ column_name }} is null\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.should_store_failures"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.959519, "supported_languages": null}, "macro.dbt.default__test_unique": {"name": "default__test_unique", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/unique.sql", "original_file_path": "macros/generic_test_sql/unique.sql", "unique_id": "macro.dbt.default__test_unique", "macro_sql": "{% macro default__test_unique(model, column_name) %}\n\nselect\n {{ column_name }} as unique_field,\n count(*) as n_records\n\nfrom {{ model }}\nwhere {{ column_name }} is not null\ngroup by {{ column_name }}\nhaving count(*) > 1\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.959743, "supported_languages": null}, "macro.dbt.default__test_accepted_values": {"name": "default__test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "macros/generic_test_sql/accepted_values.sql", "original_file_path": "macros/generic_test_sql/accepted_values.sql", "unique_id": "macro.dbt.default__test_accepted_values", "macro_sql": "{% macro default__test_accepted_values(model, column_name, values, quote=True) %}\n\nwith all_values as (\n\n select\n {{ column_name }} as value_field,\n count(*) as n_records\n\n from {{ model }}\n group by {{ column_name }}\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n)\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9602299, "supported_languages": null}, "macro.dbt.statement": {"name": "statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.statement", "macro_sql": "\n{%- macro statement(name=None, fetch_result=False, auto_begin=True, language='sql') -%}\n {%- if execute: -%}\n {%- set compiled_code = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime {} for node \"{}\"'.format(language, model['unique_id'])) }}\n {{ write(compiled_code) }}\n {%- endif -%}\n {%- if language == 'sql'-%}\n {%- set res, table = adapter.execute(compiled_code, auto_begin=auto_begin, fetch=fetch_result) -%}\n {%- elif language == 'python' -%}\n {%- set res = submit_python_job(model, compiled_code) -%}\n {#-- TODO: What should table be for python models? --#}\n {%- set table = None -%}\n {%- else -%}\n {% do exceptions.raise_compiler_error(\"statement macro didn't get supported language\") %}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_result(name, response=res, agate_table=table) }}\n {%- endif -%}\n\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.961474, "supported_languages": null}, "macro.dbt.noop_statement": {"name": "noop_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.noop_statement", "macro_sql": "{% macro noop_statement(name=None, message=None, code=None, rows_affected=None, res=None) -%}\n {%- set sql = caller() -%}\n\n {%- if name == 'main' -%}\n {{ log('Writing runtime SQL for node \"{}\"'.format(model['unique_id'])) }}\n {{ write(sql) }}\n {%- endif -%}\n\n {%- if name is not none -%}\n {{ store_raw_result(name, message=message, code=code, rows_affected=rows_affected, agate_table=res) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.962194, "supported_languages": null}, "macro.dbt.run_query": {"name": "run_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/statement.sql", "original_file_path": "macros/etc/statement.sql", "unique_id": "macro.dbt.run_query", "macro_sql": "{% macro run_query(sql) %}\n {% call statement(\"run_query_statement\", fetch_result=true, auto_begin=false) %}\n {{ sql }}\n {% endcall %}\n\n {% do return(load_result(\"run_query_statement\").table) %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.962467, "supported_languages": null}, "macro.dbt.convert_datetime": {"name": "convert_datetime", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.convert_datetime", "macro_sql": "{% macro convert_datetime(date_str, date_fmt) %}\n\n {% set error_msg -%}\n The provided partition date '{{ date_str }}' does not match the expected format '{{ date_fmt }}'\n {%- endset %}\n\n {% set res = try_or_compiler_error(error_msg, modules.datetime.datetime.strptime, date_str.strip(), date_fmt) %}\n {{ return(res) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9632058, "supported_languages": null}, "macro.dbt.dates_in_range": {"name": "dates_in_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.dates_in_range", "macro_sql": "{% macro dates_in_range(start_date_str, end_date_str=none, in_fmt=\"%Y%m%d\", out_fmt=\"%Y%m%d\") %}\n {% set end_date_str = start_date_str if end_date_str is none else end_date_str %}\n\n {% set start_date = convert_datetime(start_date_str, in_fmt) %}\n {% set end_date = convert_datetime(end_date_str, in_fmt) %}\n\n {% set day_count = (end_date - start_date).days %}\n {% if day_count < 0 %}\n {% set msg -%}\n Partition start date is after the end date ({{ start_date }}, {{ end_date }})\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg, model) }}\n {% endif %}\n\n {% set date_list = [] %}\n {% for i in range(0, day_count + 1) %}\n {% set the_date = (modules.datetime.timedelta(days=i) + start_date) %}\n {% if not out_fmt %}\n {% set _ = date_list.append(the_date) %}\n {% else %}\n {% set _ = date_list.append(the_date.strftime(out_fmt)) %}\n {% endif %}\n {% endfor %}\n\n {{ return(date_list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.convert_datetime"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.964278, "supported_languages": null}, "macro.dbt.partition_range": {"name": "partition_range", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.partition_range", "macro_sql": "{% macro partition_range(raw_partition_date, date_fmt='%Y%m%d') %}\n {% set partition_range = (raw_partition_date | string).split(\",\") %}\n\n {% if (partition_range | length) == 1 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = none %}\n {% elif (partition_range | length) == 2 %}\n {% set start_date = partition_range[0] %}\n {% set end_date = partition_range[1] %}\n {% else %}\n {{ exceptions.raise_compiler_error(\"Invalid partition time. Expected format: {Start Date}[,{End Date}]. Got: \" ~ raw_partition_date) }}\n {% endif %}\n\n {{ return(dates_in_range(start_date, end_date, in_fmt=date_fmt)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.dates_in_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9649541, "supported_languages": null}, "macro.dbt.py_current_timestring": {"name": "py_current_timestring", "resource_type": "macro", "package_name": "dbt", "path": "macros/etc/datetime.sql", "original_file_path": "macros/etc/datetime.sql", "unique_id": "macro.dbt.py_current_timestring", "macro_sql": "{% macro py_current_timestring() %}\n {% set dt = modules.datetime.datetime.now() %}\n {% do return(dt.strftime(\"%Y%m%d%H%M%S%f\")) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.965174, "supported_languages": null}, "macro.dbt.except": {"name": "except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.965399, "supported_languages": null}, "macro.dbt.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/except.sql", "original_file_path": "macros/utils/except.sql", "unique_id": "macro.dbt.default__except", "macro_sql": "{% macro default__except() %}\n\n except\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.965471, "supported_languages": null}, "macro.dbt.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.965981, "supported_languages": null}, "macro.dbt.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ dbt.datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.966523, "supported_languages": null}, "macro.dbt.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.966738, "supported_languages": null}, "macro.dbt.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_spine.sql", "original_file_path": "macros/utils/date_spine.sql", "unique_id": "macro.dbt.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n {# call as follows:\n\n date_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dbt.dateadd(week, 1, current_date)\"\n ) #}\n\n\n with rawdata as (\n\n {{dbt.generate_series(\n dbt.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n ),\n\n all_periods as (\n\n select (\n {{\n dbt.dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n ),\n\n filtered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n )\n\n select * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.generate_series", "macro.dbt.get_intervals_between", "macro.dbt.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.967079, "supported_languages": null}, "macro.dbt.date": {"name": "date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.date", "macro_sql": "{% macro date(year, month, day) %}\n {{ return(adapter.dispatch('date', 'dbt') (year, month, day)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.967388, "supported_languages": null}, "macro.dbt.default__date": {"name": "default__date", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date.sql", "original_file_path": "macros/utils/date.sql", "unique_id": "macro.dbt.default__date", "macro_sql": "{% macro default__date(year, month, day) -%}\n {%- set dt = modules.datetime.date(year, month, day) -%}\n {%- set iso_8601_formatted_date = dt.strftime('%Y-%m-%d') -%}\n to_date('{{ iso_8601_formatted_date }}', 'YYYY-MM-DD')\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.967647, "supported_languages": null}, "macro.dbt.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.967941, "supported_languages": null}, "macro.dbt.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/replace.sql", "original_file_path": "macros/utils/replace.sql", "unique_id": "macro.dbt.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) %}\n\n replace(\n {{ field }},\n {{ old_chars }},\n {{ new_chars }}\n )\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.968093, "supported_languages": null}, "macro.dbt.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.968328, "supported_languages": null}, "macro.dbt.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/concat.sql", "original_file_path": "macros/utils/concat.sql", "unique_id": "macro.dbt.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {{ fields|join(' || ') }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9684422, "supported_languages": null}, "macro.dbt.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9688802, "supported_languages": null}, "macro.dbt.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.969322, "supported_languages": null}, "macro.dbt.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9694972, "supported_languages": null}, "macro.dbt.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/generate_series.sql", "original_file_path": "macros/utils/generate_series.sql", "unique_id": "macro.dbt.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.969968, "supported_languages": null}, "macro.dbt.length": {"name": "length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9702091, "supported_languages": null}, "macro.dbt.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/length.sql", "original_file_path": "macros/utils/length.sql", "unique_id": "macro.dbt.default__length", "macro_sql": "{% macro default__length(expression) %}\n\n length(\n {{ expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.97031, "supported_languages": null}, "macro.dbt.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.97061, "supported_languages": null}, "macro.dbt.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/dateadd.sql", "original_file_path": "macros/utils/dateadd.sql", "unique_id": "macro.dbt.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n\n dateadd(\n {{ datepart }},\n {{ interval }},\n {{ from_date_or_timestamp }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.970765, "supported_languages": null}, "macro.dbt.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9709811, "supported_languages": null}, "macro.dbt.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/intersect.sql", "original_file_path": "macros/utils/intersect.sql", "unique_id": "macro.dbt.default__intersect", "macro_sql": "{% macro default__intersect() %}\n\n intersect\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.971052, "supported_languages": null}, "macro.dbt.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.971309, "supported_languages": null}, "macro.dbt.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/escape_single_quotes.sql", "original_file_path": "macros/utils/escape_single_quotes.sql", "unique_id": "macro.dbt.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) -%}\n{{ expression | replace(\"'\",\"''\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.97144, "supported_languages": null}, "macro.dbt.right": {"name": "right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9717052, "supported_languages": null}, "macro.dbt.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/right.sql", "original_file_path": "macros/utils/right.sql", "unique_id": "macro.dbt.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) %}\n\n right(\n {{ string_text }},\n {{ length_expression }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.971835, "supported_languages": null}, "macro.dbt.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.972276, "supported_languages": null}, "macro.dbt.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/listagg.sql", "original_file_path": "macros/utils/listagg.sql", "unique_id": "macro.dbt.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text, order_by_clause, limit_num) -%}\n\n {% if limit_num -%}\n array_to_string(\n array_slice(\n array_agg(\n {{ measure }}\n ){% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n ,0\n ,{{ limit_num }}\n ),\n {{ delimiter_text }}\n )\n {%- else %}\n listagg(\n {{ measure }},\n {{ delimiter_text }}\n )\n {% if order_by_clause -%}\n within group ({{ order_by_clause }})\n {%- endif %}\n {%- endif %}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9726489, "supported_languages": null}, "macro.dbt.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.972948, "supported_languages": null}, "macro.dbt.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/datediff.sql", "original_file_path": "macros/utils/datediff.sql", "unique_id": "macro.dbt.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) -%}\n\n datediff(\n {{ datepart }},\n {{ first_date }},\n {{ second_date }}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9731042, "supported_languages": null}, "macro.dbt.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.973378, "supported_languages": null}, "macro.dbt.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/safe_cast.sql", "original_file_path": "macros/utils/safe_cast.sql", "unique_id": "macro.dbt.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {# most databases don't support this function yet\n so we just need to use cast #}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9735081, "supported_languages": null}, "macro.dbt.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.97378, "supported_languages": null}, "macro.dbt.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/hash.sql", "original_file_path": "macros/utils/hash.sql", "unique_id": "macro.dbt.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n md5(cast({{ field }} as {{ api.Column.translate_type('string') }}))\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9739258, "supported_languages": null}, "macro.dbt.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.974228, "supported_languages": null}, "macro.dbt.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast_bool_to_text.sql", "original_file_path": "macros/utils/cast_bool_to_text.sql", "unique_id": "macro.dbt.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n cast({{ field }} as {{ api.Column.translate_type('string') }})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.974375, "supported_languages": null}, "macro.dbt.cast": {"name": "cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.cast", "macro_sql": "{% macro cast(field, type) %}\n {{ return(adapter.dispatch('cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.974638, "supported_languages": null}, "macro.dbt.default__cast": {"name": "default__cast", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/cast.sql", "original_file_path": "macros/utils/cast.sql", "unique_id": "macro.dbt.default__cast", "macro_sql": "{% macro default__cast(field, type) %}\n cast({{field}} as {{type}})\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9747572, "supported_languages": null}, "macro.dbt.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.974997, "supported_languages": null}, "macro.dbt.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/any_value.sql", "original_file_path": "macros/utils/any_value.sql", "unique_id": "macro.dbt.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n\n any_value({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.975095, "supported_languages": null}, "macro.dbt.position": {"name": "position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.975361, "supported_languages": null}, "macro.dbt.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/position.sql", "original_file_path": "macros/utils/position.sql", "unique_id": "macro.dbt.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) %}\n\n position(\n {{ substring_text }} in {{ string_text }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.975486, "supported_languages": null}, "macro.dbt.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.975719, "supported_languages": null}, "macro.dbt.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/literal.sql", "original_file_path": "macros/utils/literal.sql", "unique_id": "macro.dbt.default__string_literal", "macro_sql": "{% macro default__string_literal(value) -%}\n '{{ value }}'\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9758148, "supported_languages": null}, "macro.dbt.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.976537, "supported_languages": null}, "macro.dbt.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {{ return(api.Column.translate_type(\"string\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.976678, "supported_languages": null}, "macro.dbt.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.976831, "supported_languages": null}, "macro.dbt.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {{ return(api.Column.translate_type(\"timestamp\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.976971, "supported_languages": null}, "macro.dbt.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9771168, "supported_languages": null}, "macro.dbt.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {{ return(api.Column.translate_type(\"float\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9772558, "supported_languages": null}, "macro.dbt.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.977403, "supported_languages": null}, "macro.dbt.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {{ return(api.Column.numeric_type(\"numeric\", 28, 6)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.977566, "supported_languages": null}, "macro.dbt.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9777138, "supported_languages": null}, "macro.dbt.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {{ return(api.Column.translate_type(\"bigint\")) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9779131, "supported_languages": null}, "macro.dbt.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.978063, "supported_languages": null}, "macro.dbt.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_int", "macro_sql": "{%- macro default__type_int() -%}\n {{ return(api.Column.translate_type(\"integer\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.978195, "supported_languages": null}, "macro.dbt.type_boolean": {"name": "type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.type_boolean", "macro_sql": "\n\n{%- macro type_boolean() -%}\n {{ return(adapter.dispatch('type_boolean', 'dbt')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__type_boolean"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.978341, "supported_languages": null}, "macro.dbt.default__type_boolean": {"name": "default__type_boolean", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/data_types.sql", "original_file_path": "macros/utils/data_types.sql", "unique_id": "macro.dbt.default__type_boolean", "macro_sql": "{%- macro default__type_boolean() -%}\n {{ return(api.Column.translate_type(\"boolean\")) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.978475, "supported_languages": null}, "macro.dbt.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {{ return(adapter.dispatch('array_concat', 'dbt')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.97874, "supported_languages": null}, "macro.dbt.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_concat.sql", "original_file_path": "macros/utils/array_concat.sql", "unique_id": "macro.dbt.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.978869, "supported_languages": null}, "macro.dbt.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.979118, "supported_languages": null}, "macro.dbt.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/bool_or.sql", "original_file_path": "macros/utils/bool_or.sql", "unique_id": "macro.dbt.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n\n bool_or({{ expression }})\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9792159, "supported_languages": null}, "macro.dbt.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.979519, "supported_languages": null}, "macro.dbt.default_last_day": {"name": "default_last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default_last_day", "macro_sql": "\n\n{%- macro default_last_day(date, datepart) -%}\n cast(\n {{dbt.dateadd('day', '-1',\n dbt.dateadd(datepart, '1', dbt.date_trunc(datepart, date))\n )}}\n as date)\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.dateadd", "macro.dbt.date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9797602, "supported_languages": null}, "macro.dbt.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/last_day.sql", "original_file_path": "macros/utils/last_day.sql", "unique_id": "macro.dbt.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) -%}\n {{dbt.default_last_day(date, datepart)}}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default_last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.979899, "supported_languages": null}, "macro.dbt.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9802618, "supported_languages": null}, "macro.dbt.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.980414, "supported_languages": null}, "macro.dbt._split_part_negative": {"name": "_split_part_negative", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/split_part.sql", "original_file_path": "macros/utils/split_part.sql", "unique_id": "macro.dbt._split_part_negative", "macro_sql": "{% macro _split_part_negative(string_text, delimiter_text, part_number) %}\n\n split_part(\n {{ string_text }},\n {{ delimiter_text }},\n length({{ string_text }})\n - length(\n replace({{ string_text }}, {{ delimiter_text }}, '')\n ) + 2 + {{ part_number }}\n )\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.980625, "supported_languages": null}, "macro.dbt.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.980884, "supported_languages": null}, "macro.dbt.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/date_trunc.sql", "original_file_path": "macros/utils/date_trunc.sql", "unique_id": "macro.dbt.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n date_trunc('{{datepart}}', {{date}})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.981004, "supported_languages": null}, "macro.dbt.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.array_construct", "macro_sql": "{% macro array_construct(inputs=[], data_type=api.Column.translate_type('integer')) -%}\n {{ return(adapter.dispatch('array_construct', 'dbt')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.981359, "supported_languages": null}, "macro.dbt.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_construct.sql", "original_file_path": "macros/utils/array_construct.sql", "unique_id": "macro.dbt.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9815779, "supported_languages": null}, "macro.dbt.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {{ return(adapter.dispatch('array_append', 'dbt')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9818518, "supported_languages": null}, "macro.dbt.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt", "path": "macros/utils/array_append.sql", "original_file_path": "macros/utils/array_append.sql", "unique_id": "macro.dbt.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.982069, "supported_languages": null}, "macro.dbt.create_schema": {"name": "create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.create_schema", "macro_sql": "{% macro create_schema(relation) -%}\n {{ adapter.dispatch('create_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__create_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9823859, "supported_languages": null}, "macro.dbt.default__create_schema": {"name": "default__create_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__create_schema", "macro_sql": "{% macro default__create_schema(relation) -%}\n {%- call statement('create_schema') -%}\n create schema if not exists {{ relation.without_identifier() }}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9825568, "supported_languages": null}, "macro.dbt.drop_schema": {"name": "drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.drop_schema", "macro_sql": "{% macro drop_schema(relation) -%}\n {{ adapter.dispatch('drop_schema', 'dbt')(relation) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__drop_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.982709, "supported_languages": null}, "macro.dbt.default__drop_schema": {"name": "default__drop_schema", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/schema.sql", "original_file_path": "macros/adapters/schema.sql", "unique_id": "macro.dbt.default__drop_schema", "macro_sql": "{% macro default__drop_schema(relation) -%}\n {%- call statement('drop_schema') -%}\n drop schema if exists {{ relation.without_identifier() }} cascade\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.98288, "supported_languages": null}, "macro.dbt.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp", "macro_sql": "{%- macro current_timestamp() -%}\n {{ adapter.dispatch('current_timestamp', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.983354, "supported_languages": null}, "macro.dbt.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() -%}\n {{ exceptions.raise_not_implemented(\n 'current_timestamp macro not implemented for adapter ' + adapter.type()) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9834912, "supported_languages": null}, "macro.dbt.snapshot_get_time": {"name": "snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.snapshot_get_time", "macro_sql": "\n\n{%- macro snapshot_get_time() -%}\n {{ adapter.dispatch('snapshot_get_time', 'dbt')() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__snapshot_get_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9836311, "supported_languages": null}, "macro.dbt.default__snapshot_get_time": {"name": "default__snapshot_get_time", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__snapshot_get_time", "macro_sql": "{% macro default__snapshot_get_time() %}\n {{ current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9837282, "supported_languages": null}, "macro.dbt.get_snapshot_get_time_data_type": {"name": "get_snapshot_get_time_data_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.get_snapshot_get_time_data_type", "macro_sql": "{% macro get_snapshot_get_time_data_type() %}\n {% set snapshot_time = adapter.dispatch('snapshot_get_time', 'dbt')() %}\n {% set time_data_type_sql = 'select ' ~ snapshot_time ~ ' as dbt_snapshot_time' %}\n {% set snapshot_time_column_schema = get_column_schema_from_query(time_data_type_sql) %}\n {% set time_data_type = snapshot_time_column_schema[0].dtype %}\n {{ return(time_data_type or none) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.snapshot_get_time", "macro.dbt_duckdb.duckdb__snapshot_get_time", "macro.dbt.get_column_schema_from_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.984107, "supported_languages": null}, "macro.dbt.current_timestamp_backcompat": {"name": "current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_backcompat", "macro_sql": "{% macro current_timestamp_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.98426, "supported_languages": null}, "macro.dbt.default__current_timestamp_backcompat": {"name": "default__current_timestamp_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_backcompat", "macro_sql": "{% macro default__current_timestamp_backcompat() %}\n current_timestamp::timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.984333, "supported_languages": null}, "macro.dbt.current_timestamp_in_utc_backcompat": {"name": "current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.current_timestamp_in_utc_backcompat", "macro_sql": "{% macro current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_in_utc_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__current_timestamp_in_utc_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.984482, "supported_languages": null}, "macro.dbt.default__current_timestamp_in_utc_backcompat": {"name": "default__current_timestamp_in_utc_backcompat", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/timestamps.sql", "original_file_path": "macros/adapters/timestamps.sql", "unique_id": "macro.dbt.default__current_timestamp_in_utc_backcompat", "macro_sql": "{% macro default__current_timestamp_in_utc_backcompat() %}\n {{ return(adapter.dispatch('current_timestamp_backcompat', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.current_timestamp_backcompat", "macro.dbt.default__current_timestamp_backcompat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9846349, "supported_languages": null}, "macro.dbt.get_create_index_sql": {"name": "get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_create_index_sql", "macro_sql": "{% macro get_create_index_sql(relation, index_dict) -%}\n {{ return(adapter.dispatch('get_create_index_sql', 'dbt')(relation, index_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_create_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.985118, "supported_languages": null}, "macro.dbt.default__get_create_index_sql": {"name": "default__get_create_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_create_index_sql", "macro_sql": "{% macro default__get_create_index_sql(relation, index_dict) -%}\n {% do return(None) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.985245, "supported_languages": null}, "macro.dbt.create_indexes": {"name": "create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.create_indexes", "macro_sql": "{% macro create_indexes(relation) -%}\n {{ adapter.dispatch('create_indexes', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__create_indexes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.985392, "supported_languages": null}, "macro.dbt.default__create_indexes": {"name": "default__create_indexes", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__create_indexes", "macro_sql": "{% macro default__create_indexes(relation) -%}\n {%- set _indexes = config.get('indexes', default=[]) -%}\n\n {% for _index_dict in _indexes %}\n {% set create_index_sql = get_create_index_sql(relation, _index_dict) %}\n {% if create_index_sql %}\n {% do run_query(create_index_sql) %}\n {% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_create_index_sql", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.985825, "supported_languages": null}, "macro.dbt.get_drop_index_sql": {"name": "get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_drop_index_sql", "macro_sql": "{% macro get_drop_index_sql(relation, index_name) -%}\n {{ adapter.dispatch('get_drop_index_sql', 'dbt')(relation, index_name) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_drop_index_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9859982, "supported_languages": null}, "macro.dbt.default__get_drop_index_sql": {"name": "default__get_drop_index_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_drop_index_sql", "macro_sql": "{% macro default__get_drop_index_sql(relation, index_name) -%}\n {{ exceptions.raise_compiler_error(\"`get_drop_index_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.986124, "supported_languages": null}, "macro.dbt.get_show_indexes_sql": {"name": "get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.get_show_indexes_sql", "macro_sql": "{% macro get_show_indexes_sql(relation) -%}\n {{ adapter.dispatch('get_show_indexes_sql', 'dbt')(relation) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_indexes_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.986269, "supported_languages": null}, "macro.dbt.default__get_show_indexes_sql": {"name": "default__get_show_indexes_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/indexes.sql", "original_file_path": "macros/adapters/indexes.sql", "unique_id": "macro.dbt.default__get_show_indexes_sql", "macro_sql": "{% macro default__get_show_indexes_sql(relation) -%}\n {{ exceptions.raise_compiler_error(\"`get_show_indexes_sql has not been implemented for this adapter.\") }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9863849, "supported_languages": null}, "macro.dbt.make_intermediate_relation": {"name": "make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_intermediate_relation", "macro_sql": "{% macro make_intermediate_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_intermediate_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_intermediate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.987047, "supported_languages": null}, "macro.dbt.default__make_intermediate_relation": {"name": "default__make_intermediate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_intermediate_relation", "macro_sql": "{% macro default__make_intermediate_relation(base_relation, suffix) %}\n {{ return(default__make_temp_relation(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.987201, "supported_languages": null}, "macro.dbt.make_temp_relation": {"name": "make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_temp_relation", "macro_sql": "{% macro make_temp_relation(base_relation, suffix='__dbt_tmp') %}\n {{ return(adapter.dispatch('make_temp_relation', 'dbt')(base_relation, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__make_temp_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.987402, "supported_languages": null}, "macro.dbt.default__make_temp_relation": {"name": "default__make_temp_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_temp_relation", "macro_sql": "{% macro default__make_temp_relation(base_relation, suffix) %}\n {%- set temp_identifier = base_relation.identifier ~ suffix -%}\n {%- set temp_relation = base_relation.incorporate(\n path={\"identifier\": temp_identifier}) -%}\n\n {{ return(temp_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.987665, "supported_languages": null}, "macro.dbt.make_backup_relation": {"name": "make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.make_backup_relation", "macro_sql": "{% macro make_backup_relation(base_relation, backup_relation_type, suffix='__dbt_backup') %}\n {{ return(adapter.dispatch('make_backup_relation', 'dbt')(base_relation, backup_relation_type, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__make_backup_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.987892, "supported_languages": null}, "macro.dbt.default__make_backup_relation": {"name": "default__make_backup_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__make_backup_relation", "macro_sql": "{% macro default__make_backup_relation(base_relation, backup_relation_type, suffix) %}\n {%- set backup_identifier = base_relation.identifier ~ suffix -%}\n {%- set backup_relation = base_relation.incorporate(\n path={\"identifier\": backup_identifier},\n type=backup_relation_type\n ) -%}\n {{ return(backup_relation) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9881878, "supported_languages": null}, "macro.dbt.truncate_relation": {"name": "truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.truncate_relation", "macro_sql": "{% macro truncate_relation(relation) -%}\n {{ return(adapter.dispatch('truncate_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__truncate_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.988357, "supported_languages": null}, "macro.dbt.default__truncate_relation": {"name": "default__truncate_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__truncate_relation", "macro_sql": "{% macro default__truncate_relation(relation) -%}\n {% call statement('truncate_relation') -%}\n truncate table {{ relation.render() }}\n {%- endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.988519, "supported_languages": null}, "macro.dbt.get_or_create_relation": {"name": "get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.get_or_create_relation", "macro_sql": "{% macro get_or_create_relation(database, schema, identifier, type) -%}\n {{ return(adapter.dispatch('get_or_create_relation', 'dbt')(database, schema, identifier, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_or_create_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.988746, "supported_languages": null}, "macro.dbt.default__get_or_create_relation": {"name": "default__get_or_create_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.default__get_or_create_relation", "macro_sql": "{% macro default__get_or_create_relation(database, schema, identifier, type) %}\n {%- set target_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) %}\n\n {% if target_relation %}\n {% do return([true, target_relation]) %}\n {% endif %}\n\n {%- set new_relation = api.Relation.create(\n database=database,\n schema=schema,\n identifier=identifier,\n type=type\n ) -%}\n {% do return([false, new_relation]) %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.989249, "supported_languages": null}, "macro.dbt.load_cached_relation": {"name": "load_cached_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_cached_relation", "macro_sql": "{% macro load_cached_relation(relation) %}\n {% do return(adapter.get_relation(\n database=relation.database,\n schema=relation.schema,\n identifier=relation.identifier\n )) -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.989456, "supported_languages": null}, "macro.dbt.load_relation": {"name": "load_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/relation.sql", "original_file_path": "macros/adapters/relation.sql", "unique_id": "macro.dbt.load_relation", "macro_sql": "{% macro load_relation(relation) %}\n {{ return(load_cached_relation(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_cached_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9895911, "supported_languages": null}, "macro.dbt.collect_freshness": {"name": "collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.collect_freshness", "macro_sql": "{% macro collect_freshness(source, loaded_at_field, filter) %}\n {{ return(adapter.dispatch('collect_freshness', 'dbt')(source, loaded_at_field, filter))}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__collect_freshness"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.989944, "supported_languages": null}, "macro.dbt.default__collect_freshness": {"name": "default__collect_freshness", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/freshness.sql", "original_file_path": "macros/adapters/freshness.sql", "unique_id": "macro.dbt.default__collect_freshness", "macro_sql": "{% macro default__collect_freshness(source, loaded_at_field, filter) %}\n {% call statement('collect_freshness', fetch_result=True, auto_begin=False) -%}\n select\n max({{ loaded_at_field }}) as max_loaded_at,\n {{ current_timestamp() }} as snapshotted_at\n from {{ source }}\n {% if filter %}\n where {{ filter }}\n {% endif %}\n {% endcall %}\n {{ return(load_result('collect_freshness')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.990345, "supported_languages": null}, "macro.dbt.validate_sql": {"name": "validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.validate_sql", "macro_sql": "{% macro validate_sql(sql) -%}\n {{ return(adapter.dispatch('validate_sql', 'dbt')(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__validate_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.990627, "supported_languages": null}, "macro.dbt.default__validate_sql": {"name": "default__validate_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/validate_sql.sql", "original_file_path": "macros/adapters/validate_sql.sql", "unique_id": "macro.dbt.default__validate_sql", "macro_sql": "{% macro default__validate_sql(sql) -%}\n {% call statement('validate_sql') -%}\n explain {{ sql }}\n {% endcall %}\n {{ return(load_result('validate_sql')) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.990911, "supported_languages": null}, "macro.dbt.copy_grants": {"name": "copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.copy_grants", "macro_sql": "{% macro copy_grants() %}\n {{ return(adapter.dispatch('copy_grants', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.992128, "supported_languages": null}, "macro.dbt.default__copy_grants": {"name": "default__copy_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__copy_grants", "macro_sql": "{% macro default__copy_grants() %}\n {{ return(True) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.992238, "supported_languages": null}, "macro.dbt.support_multiple_grantees_per_dcl_statement": {"name": "support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.support_multiple_grantees_per_dcl_statement", "macro_sql": "{% macro support_multiple_grantees_per_dcl_statement() %}\n {{ return(adapter.dispatch('support_multiple_grantees_per_dcl_statement', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.992394, "supported_languages": null}, "macro.dbt.default__support_multiple_grantees_per_dcl_statement": {"name": "default__support_multiple_grantees_per_dcl_statement", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__support_multiple_grantees_per_dcl_statement", "macro_sql": "\n\n{%- macro default__support_multiple_grantees_per_dcl_statement() -%}\n {{ return(True) }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.992502, "supported_languages": null}, "macro.dbt.should_revoke": {"name": "should_revoke", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.should_revoke", "macro_sql": "{% macro should_revoke(existing_relation, full_refresh_mode=True) %}\n\n {% if not existing_relation %}\n {#-- The table doesn't already exist, so no grants to copy over --#}\n {{ return(False) }}\n {% elif full_refresh_mode %}\n {#-- The object is being REPLACED -- whether grants are copied over depends on the value of user config --#}\n {{ return(copy_grants()) }}\n {% else %}\n {#-- The table is being merged/upserted/inserted -- grants will be carried over --#}\n {{ return(True) }}\n {% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.copy_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.99282, "supported_languages": null}, "macro.dbt.get_show_grant_sql": {"name": "get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_show_grant_sql", "macro_sql": "{% macro get_show_grant_sql(relation) %}\n {{ return(adapter.dispatch(\"get_show_grant_sql\", \"dbt\")(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_show_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.992992, "supported_languages": null}, "macro.dbt.default__get_show_grant_sql": {"name": "default__get_show_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_show_grant_sql", "macro_sql": "{% macro default__get_show_grant_sql(relation) %}\n show grants on {{ relation.render() }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.993108, "supported_languages": null}, "macro.dbt.get_grant_sql": {"name": "get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_grant_sql", "macro_sql": "{% macro get_grant_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_grant_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_grant_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9933178, "supported_languages": null}, "macro.dbt.default__get_grant_sql": {"name": "default__get_grant_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_grant_sql", "macro_sql": "\n\n{%- macro default__get_grant_sql(relation, privilege, grantees) -%}\n grant {{ privilege }} on {{ relation.render() }} to {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.993511, "supported_languages": null}, "macro.dbt.get_revoke_sql": {"name": "get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_revoke_sql", "macro_sql": "{% macro get_revoke_sql(relation, privilege, grantees) %}\n {{ return(adapter.dispatch('get_revoke_sql', 'dbt')(relation, privilege, grantees)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_revoke_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.99372, "supported_languages": null}, "macro.dbt.default__get_revoke_sql": {"name": "default__get_revoke_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_revoke_sql", "macro_sql": "\n\n{%- macro default__get_revoke_sql(relation, privilege, grantees) -%}\n revoke {{ privilege }} on {{ relation.render() }} from {{ grantees | join(', ') }}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.99391, "supported_languages": null}, "macro.dbt.get_dcl_statement_list": {"name": "get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.get_dcl_statement_list", "macro_sql": "{% macro get_dcl_statement_list(relation, grant_config, get_dcl_macro) %}\n {{ return(adapter.dispatch('get_dcl_statement_list', 'dbt')(relation, grant_config, get_dcl_macro)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_dcl_statement_list"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.994124, "supported_languages": null}, "macro.dbt.default__get_dcl_statement_list": {"name": "default__get_dcl_statement_list", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__get_dcl_statement_list", "macro_sql": "\n\n{%- macro default__get_dcl_statement_list(relation, grant_config, get_dcl_macro) -%}\n {#\n -- Unpack grant_config into specific privileges and the set of users who need them granted/revoked.\n -- Depending on whether this database supports multiple grantees per statement, pass in the list of\n -- all grantees per privilege, or (if not) template one statement per privilege-grantee pair.\n -- `get_dcl_macro` will be either `get_grant_sql` or `get_revoke_sql`\n #}\n {%- set dcl_statements = [] -%}\n {%- for privilege, grantees in grant_config.items() %}\n {%- if support_multiple_grantees_per_dcl_statement() and grantees -%}\n {%- set dcl = get_dcl_macro(relation, privilege, grantees) -%}\n {%- do dcl_statements.append(dcl) -%}\n {%- else -%}\n {%- for grantee in grantees -%}\n {% set dcl = get_dcl_macro(relation, privilege, [grantee]) %}\n {%- do dcl_statements.append(dcl) -%}\n {% endfor -%}\n {%- endif -%}\n {%- endfor -%}\n {{ return(dcl_statements) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.support_multiple_grantees_per_dcl_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9947462, "supported_languages": null}, "macro.dbt.call_dcl_statements": {"name": "call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.call_dcl_statements", "macro_sql": "{% macro call_dcl_statements(dcl_statement_list) %}\n {{ return(adapter.dispatch(\"call_dcl_statements\", \"dbt\")(dcl_statement_list)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.994922, "supported_languages": null}, "macro.dbt.default__call_dcl_statements": {"name": "default__call_dcl_statements", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__call_dcl_statements", "macro_sql": "{% macro default__call_dcl_statements(dcl_statement_list) %}\n {#\n -- By default, supply all grant + revoke statements in a single semicolon-separated block,\n -- so that they're all processed together.\n\n -- Some databases do not support this. Those adapters will need to override this macro\n -- to run each statement individually.\n #}\n {% call statement('grants') %}\n {% for dcl_statement in dcl_statement_list %}\n {{ dcl_statement }};\n {% endfor %}\n {% endcall %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.995151, "supported_languages": null}, "macro.dbt.apply_grants": {"name": "apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.apply_grants", "macro_sql": "{% macro apply_grants(relation, grant_config, should_revoke) %}\n {{ return(adapter.dispatch(\"apply_grants\", \"dbt\")(relation, grant_config, should_revoke)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__apply_grants"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9953642, "supported_languages": null}, "macro.dbt.default__apply_grants": {"name": "default__apply_grants", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/apply_grants.sql", "original_file_path": "macros/adapters/apply_grants.sql", "unique_id": "macro.dbt.default__apply_grants", "macro_sql": "{% macro default__apply_grants(relation, grant_config, should_revoke=True) %}\n {#-- If grant_config is {} or None, this is a no-op --#}\n {% if grant_config %}\n {% if should_revoke %}\n {#-- We think previous grants may have carried over --#}\n {#-- Show current grants and calculate diffs --#}\n {% set current_grants_table = run_query(get_show_grant_sql(relation)) %}\n {% set current_grants_dict = adapter.standardize_grants_dict(current_grants_table) %}\n {% set needs_granting = diff_of_two_dicts(grant_config, current_grants_dict) %}\n {% set needs_revoking = diff_of_two_dicts(current_grants_dict, grant_config) %}\n {% if not (needs_granting or needs_revoking) %}\n {{ log('On ' ~ relation.render() ~': All grants are in place, no revocation or granting needed.')}}\n {% endif %}\n {% else %}\n {#-- We don't think there's any chance of previous grants having carried over. --#}\n {#-- Jump straight to granting what the user has configured. --#}\n {% set needs_revoking = {} %}\n {% set needs_granting = grant_config %}\n {% endif %}\n {% if needs_granting or needs_revoking %}\n {% set revoke_statement_list = get_dcl_statement_list(relation, needs_revoking, get_revoke_sql) %}\n {% set grant_statement_list = get_dcl_statement_list(relation, needs_granting, get_grant_sql) %}\n {% set dcl_statement_list = revoke_statement_list + grant_statement_list %}\n {% if dcl_statement_list %}\n {{ call_dcl_statements(dcl_statement_list) }}\n {% endif %}\n {% endif %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.get_show_grant_sql", "macro.dbt.get_dcl_statement_list", "macro.dbt.call_dcl_statements"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.996486, "supported_languages": null}, "macro.dbt.get_show_sql": {"name": "get_show_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_show_sql", "macro_sql": "{% macro get_show_sql(compiled_code, sql_header, limit) -%}\n {%- if sql_header is not none -%}\n {{ sql_header }}\n {%- endif %}\n {{ get_limit_subquery_sql(compiled_code, limit) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_limit_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.996874, "supported_languages": null}, "macro.dbt.get_limit_subquery_sql": {"name": "get_limit_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.get_limit_subquery_sql", "macro_sql": "\n{%- macro get_limit_subquery_sql(sql, limit) -%}\n {{ adapter.dispatch('get_limit_sql', 'dbt')(sql, limit) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__get_limit_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.997044, "supported_languages": null}, "macro.dbt.default__get_limit_sql": {"name": "default__get_limit_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/show.sql", "original_file_path": "macros/adapters/show.sql", "unique_id": "macro.dbt.default__get_limit_sql", "macro_sql": "{% macro default__get_limit_sql(sql, limit) %}\n {{ compiled_code }}\n {% if limit is not none %}\n limit {{ limit }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9972181, "supported_languages": null}, "macro.dbt.alter_column_comment": {"name": "alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_column_comment", "macro_sql": "{% macro alter_column_comment(relation, column_dict) -%}\n {{ return(adapter.dispatch('alter_column_comment', 'dbt')(relation, column_dict)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.997646, "supported_languages": null}, "macro.dbt.default__alter_column_comment": {"name": "default__alter_column_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_column_comment", "macro_sql": "{% macro default__alter_column_comment(relation, column_dict) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_column_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9977999, "supported_languages": null}, "macro.dbt.alter_relation_comment": {"name": "alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.alter_relation_comment", "macro_sql": "{% macro alter_relation_comment(relation, relation_comment) -%}\n {{ return(adapter.dispatch('alter_relation_comment', 'dbt')(relation, relation_comment)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__alter_relation_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9979851, "supported_languages": null}, "macro.dbt.default__alter_relation_comment": {"name": "default__alter_relation_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__alter_relation_comment", "macro_sql": "{% macro default__alter_relation_comment(relation, relation_comment) -%}\n {{ exceptions.raise_not_implemented(\n 'alter_relation_comment macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.998137, "supported_languages": null}, "macro.dbt.persist_docs": {"name": "persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.persist_docs", "macro_sql": "{% macro persist_docs(relation, model, for_relation=true, for_columns=true) -%}\n {{ return(adapter.dispatch('persist_docs', 'dbt')(relation, model, for_relation, for_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__persist_docs"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9983842, "supported_languages": null}, "macro.dbt.default__persist_docs": {"name": "default__persist_docs", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/persist_docs.sql", "original_file_path": "macros/adapters/persist_docs.sql", "unique_id": "macro.dbt.default__persist_docs", "macro_sql": "{% macro default__persist_docs(relation, model, for_relation, for_columns) -%}\n {% if for_relation and config.persist_relation_docs() and model.description %}\n {% do run_query(alter_relation_comment(relation, model.description)) %}\n {% endif %}\n\n {% if for_columns and config.persist_column_docs() and model.columns %}\n {% do run_query(alter_column_comment(relation, model.columns)) %}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query", "macro.dbt.alter_relation_comment", "macro.dbt.alter_column_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9988601, "supported_languages": null}, "macro.dbt.get_catalog_relations": {"name": "get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_relations", "macro_sql": "{% macro get_catalog_relations(information_schema, relations) -%}\n {{ return(adapter.dispatch('get_catalog_relations', 'dbt')(information_schema, relations)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9997408, "supported_languages": null}, "macro.dbt.default__get_catalog_relations": {"name": "default__get_catalog_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_relations", "macro_sql": "{% macro default__get_catalog_relations(information_schema, relations) -%}\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog_relations not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652730.9999812, "supported_languages": null}, "macro.dbt.get_catalog": {"name": "get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog", "macro_sql": "{% macro get_catalog(information_schema, schemas) -%}\n {{ return(adapter.dispatch('get_catalog', 'dbt')(information_schema, schemas)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_catalog"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0001652, "supported_languages": null}, "macro.dbt.default__get_catalog": {"name": "default__get_catalog", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog", "macro_sql": "{% macro default__get_catalog(information_schema, schemas) -%}\n\n {% set typename = adapter.type() %}\n {% set msg -%}\n get_catalog not implemented for {{ typename }}\n {%- endset %}\n\n {{ exceptions.raise_compiler_error(msg) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.000405, "supported_languages": null}, "macro.dbt.information_schema_name": {"name": "information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.information_schema_name", "macro_sql": "{% macro information_schema_name(database) %}\n {{ return(adapter.dispatch('information_schema_name', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__information_schema_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.000573, "supported_languages": null}, "macro.dbt.default__information_schema_name": {"name": "default__information_schema_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__information_schema_name", "macro_sql": "{% macro default__information_schema_name(database) -%}\n {%- if database -%}\n {{ database }}.INFORMATION_SCHEMA\n {%- else -%}\n INFORMATION_SCHEMA\n {%- endif -%}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.000719, "supported_languages": null}, "macro.dbt.list_schemas": {"name": "list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_schemas", "macro_sql": "{% macro list_schemas(database) -%}\n {{ return(adapter.dispatch('list_schemas', 'dbt')(database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__list_schemas"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.000888, "supported_languages": null}, "macro.dbt.default__list_schemas": {"name": "default__list_schemas", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_schemas", "macro_sql": "{% macro default__list_schemas(database) -%}\n {% set sql %}\n select distinct schema_name\n from {{ information_schema_name(database) }}.SCHEMATA\n where catalog_name ilike '{{ database }}'\n {% endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.information_schema_name", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.001112, "supported_languages": null}, "macro.dbt.check_schema_exists": {"name": "check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.check_schema_exists", "macro_sql": "{% macro check_schema_exists(information_schema, schema) -%}\n {{ return(adapter.dispatch('check_schema_exists', 'dbt')(information_schema, schema)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__check_schema_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.00136, "supported_languages": null}, "macro.dbt.default__check_schema_exists": {"name": "default__check_schema_exists", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__check_schema_exists", "macro_sql": "{% macro default__check_schema_exists(information_schema, schema) -%}\n {% set sql -%}\n select count(*)\n from {{ information_schema.replace(information_schema_view='SCHEMATA') }}\n where catalog_name='{{ information_schema.database }}'\n and schema_name='{{ schema }}'\n {%- endset %}\n {{ return(run_query(sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.replace", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.001653, "supported_languages": null}, "macro.dbt.list_relations_without_caching": {"name": "list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.list_relations_without_caching", "macro_sql": "{% macro list_relations_without_caching(schema_relation) %}\n {{ return(adapter.dispatch('list_relations_without_caching', 'dbt')(schema_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__list_relations_without_caching"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.001823, "supported_languages": null}, "macro.dbt.default__list_relations_without_caching": {"name": "default__list_relations_without_caching", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__list_relations_without_caching", "macro_sql": "{% macro default__list_relations_without_caching(schema_relation) %}\n {{ exceptions.raise_not_implemented(\n 'list_relations_without_caching macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.001973, "supported_languages": null}, "macro.dbt.get_catalog_for_single_relation": {"name": "get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_catalog_for_single_relation", "macro_sql": "{% macro get_catalog_for_single_relation(relation) %}\n {{ return(adapter.dispatch('get_catalog_for_single_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_catalog_for_single_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0021398, "supported_languages": null}, "macro.dbt.default__get_catalog_for_single_relation": {"name": "default__get_catalog_for_single_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_catalog_for_single_relation", "macro_sql": "{% macro default__get_catalog_for_single_relation(relation) %}\n {{ exceptions.raise_not_implemented(\n 'get_catalog_for_single_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.002292, "supported_languages": null}, "macro.dbt.get_relations": {"name": "get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relations", "macro_sql": "{% macro get_relations() %}\n {{ return(adapter.dispatch('get_relations', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.002445, "supported_languages": null}, "macro.dbt.default__get_relations": {"name": "default__get_relations", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relations", "macro_sql": "{% macro default__get_relations() %}\n {{ exceptions.raise_not_implemented(\n 'get_relations macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0025852, "supported_languages": null}, "macro.dbt.get_relation_last_modified": {"name": "get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.get_relation_last_modified", "macro_sql": "{% macro get_relation_last_modified(information_schema, relations) %}\n {{ return(adapter.dispatch('get_relation_last_modified', 'dbt')(information_schema, relations)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_relation_last_modified"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.002775, "supported_languages": null}, "macro.dbt.default__get_relation_last_modified": {"name": "default__get_relation_last_modified", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/metadata.sql", "original_file_path": "macros/adapters/metadata.sql", "unique_id": "macro.dbt.default__get_relation_last_modified", "macro_sql": "{% macro default__get_relation_last_modified(information_schema, relations) %}\n {{ exceptions.raise_not_implemented(\n 'get_relation_last_modified macro not implemented for adapter ' + adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0029309, "supported_languages": null}, "macro.dbt.get_columns_in_relation": {"name": "get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_relation", "macro_sql": "{% macro get_columns_in_relation(relation) -%}\n {{ return(adapter.dispatch('get_columns_in_relation', 'dbt')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__get_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0041258, "supported_languages": null}, "macro.dbt.default__get_columns_in_relation": {"name": "default__get_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_relation", "macro_sql": "{% macro default__get_columns_in_relation(relation) -%}\n {{ exceptions.raise_not_implemented(\n 'get_columns_in_relation macro not implemented for adapter '+adapter.type()) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.004274, "supported_languages": null}, "macro.dbt.sql_convert_columns_in_relation": {"name": "sql_convert_columns_in_relation", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.sql_convert_columns_in_relation", "macro_sql": "{% macro sql_convert_columns_in_relation(table) -%}\n {% set columns = [] %}\n {% for row in table %}\n {% do columns.append(api.Column(*row)) %}\n {% endfor %}\n {{ return(columns) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.004554, "supported_languages": null}, "macro.dbt.get_empty_subquery_sql": {"name": "get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_subquery_sql", "macro_sql": "{% macro get_empty_subquery_sql(select_sql, select_sql_header=none) -%}\n {{ return(adapter.dispatch('get_empty_subquery_sql', 'dbt')(select_sql, select_sql_header)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.004759, "supported_languages": null}, "macro.dbt.default__get_empty_subquery_sql": {"name": "default__get_empty_subquery_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_subquery_sql", "macro_sql": "{% macro default__get_empty_subquery_sql(select_sql, select_sql_header=none) %}\n {%- if select_sql_header is not none -%}\n {{ select_sql_header }}\n {%- endif -%}\n select * from (\n {{ select_sql }}\n ) as __dbt_sbq\n where false\n limit 0\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.004947, "supported_languages": null}, "macro.dbt.get_empty_schema_sql": {"name": "get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_empty_schema_sql", "macro_sql": "{% macro get_empty_schema_sql(columns) -%}\n {{ return(adapter.dispatch('get_empty_schema_sql', 'dbt')(columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_empty_schema_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.005111, "supported_languages": null}, "macro.dbt.default__get_empty_schema_sql": {"name": "default__get_empty_schema_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_empty_schema_sql", "macro_sql": "{% macro default__get_empty_schema_sql(columns) %}\n {%- set col_err = [] -%}\n {%- set col_naked_numeric = [] -%}\n select\n {% for i in columns %}\n {%- set col = columns[i] -%}\n {%- if col['data_type'] is not defined -%}\n {%- do col_err.append(col['name']) -%}\n {#-- If this column's type is just 'numeric' then it is missing precision/scale, raise a warning --#}\n {%- elif col['data_type'].strip().lower() in ('numeric', 'decimal', 'number') -%}\n {%- do col_naked_numeric.append(col['name']) -%}\n {%- endif -%}\n {% set col_name = adapter.quote(col['name']) if col.get('quote') else col['name'] %}\n {{ cast('null', col['data_type']) }} as {{ col_name }}{{ \", \" if not loop.last }}\n {%- endfor -%}\n {%- if (col_err | length) > 0 -%}\n {{ exceptions.column_type_missing(column_names=col_err) }}\n {%- elif (col_naked_numeric | length) > 0 -%}\n {{ exceptions.warn(\"Detected columns with numeric type and unspecified precision/scale, this can lead to unintended rounding: \" ~ col_naked_numeric ~ \"`\") }}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0062451, "supported_languages": null}, "macro.dbt.get_column_schema_from_query": {"name": "get_column_schema_from_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_column_schema_from_query", "macro_sql": "{% macro get_column_schema_from_query(select_sql, select_sql_header=none) -%}\n {% set columns = [] %}\n {# -- Using an 'empty subquery' here to get the same schema as the given select_sql statement, without necessitating a data scan.#}\n {% set sql = get_empty_subquery_sql(select_sql, select_sql_header) %}\n {% set column_schema = adapter.get_column_schema_from_query(sql) %}\n {{ return(column_schema) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0065658, "supported_languages": null}, "macro.dbt.get_columns_in_query": {"name": "get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.get_columns_in_query", "macro_sql": "{% macro get_columns_in_query(select_sql) -%}\n {{ return(adapter.dispatch('get_columns_in_query', 'dbt')(select_sql)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__get_columns_in_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.006739, "supported_languages": null}, "macro.dbt.default__get_columns_in_query": {"name": "default__get_columns_in_query", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__get_columns_in_query", "macro_sql": "{% macro default__get_columns_in_query(select_sql) %}\n {% call statement('get_columns_in_query', fetch_result=True, auto_begin=False) -%}\n {{ get_empty_subquery_sql(select_sql) }}\n {% endcall %}\n {{ return(load_result('get_columns_in_query').table.columns | map(attribute='name') | list) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt.get_empty_subquery_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.007058, "supported_languages": null}, "macro.dbt.alter_column_type": {"name": "alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_column_type", "macro_sql": "{% macro alter_column_type(relation, column_name, new_column_type) -%}\n {{ return(adapter.dispatch('alter_column_type', 'dbt')(relation, column_name, new_column_type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__alter_column_type"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0072682, "supported_languages": null}, "macro.dbt.default__alter_column_type": {"name": "default__alter_column_type", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_column_type", "macro_sql": "{% macro default__alter_column_type(relation, column_name, new_column_type) -%}\n {#\n 1. Create a new column (w/ temp name and correct type)\n 2. Copy data over to it\n 3. Drop the existing column (cascade!)\n 4. Rename the new column to existing column\n #}\n {%- set tmp_column = column_name + \"__dbt_alter\" -%}\n\n {% call statement('alter_column_type') %}\n alter table {{ relation.render() }} add column {{ adapter.quote(tmp_column) }} {{ new_column_type }};\n update {{ relation.render() }} set {{ adapter.quote(tmp_column) }} = {{ adapter.quote(column_name) }};\n alter table {{ relation.render() }} drop column {{ adapter.quote(column_name) }} cascade;\n alter table {{ relation.render() }} rename column {{ adapter.quote(tmp_column) }} to {{ adapter.quote(column_name) }}\n {% endcall %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.007872, "supported_languages": null}, "macro.dbt.alter_relation_add_remove_columns": {"name": "alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.alter_relation_add_remove_columns", "macro_sql": "{% macro alter_relation_add_remove_columns(relation, add_columns = none, remove_columns = none) -%}\n {{ return(adapter.dispatch('alter_relation_add_remove_columns', 'dbt')(relation, add_columns, remove_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_duckdb.duckdb__alter_relation_add_remove_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0081081, "supported_languages": null}, "macro.dbt.default__alter_relation_add_remove_columns": {"name": "default__alter_relation_add_remove_columns", "resource_type": "macro", "package_name": "dbt", "path": "macros/adapters/columns.sql", "original_file_path": "macros/adapters/columns.sql", "unique_id": "macro.dbt.default__alter_relation_add_remove_columns", "macro_sql": "{% macro default__alter_relation_add_remove_columns(relation, add_columns, remove_columns) %}\n\n {% if add_columns is none %}\n {% set add_columns = [] %}\n {% endif %}\n {% if remove_columns is none %}\n {% set remove_columns = [] %}\n {% endif %}\n\n {% set sql -%}\n\n alter {{ relation.type }} {{ relation.render() }}\n\n {% for column in add_columns %}\n add column {{ column.name }} {{ column.data_type }}{{ ',' if not loop.last }}\n {% endfor %}{{ ',' if add_columns and remove_columns }}\n\n {% for column in remove_columns %}\n drop column {{ column.name }}{{ ',' if not loop.last }}\n {% endfor %}\n\n {%- endset -%}\n\n {% do run_query(sql) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.008838, "supported_languages": null}, "macro.dbt.get_fixture_sql": {"name": "get_fixture_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_fixture_sql", "macro_sql": "{% macro get_fixture_sql(rows, column_name_to_data_types) %}\n-- Fixture for {{ model.name }}\n{% set default_row = {} %}\n\n{%- if not column_name_to_data_types -%}\n{#-- Use defer_relation IFF it is available in the manifest and 'this' is missing from the database --#}\n{%- set this_or_defer_relation = defer_relation if (defer_relation and not load_relation(this)) else this -%}\n{%- set columns_in_relation = adapter.get_columns_in_relation(this_or_defer_relation) -%}\n\n{%- set column_name_to_data_types = {} -%}\n{%- for column in columns_in_relation -%}\n{#-- This needs to be a case-insensitive comparison --#}\n{%- do column_name_to_data_types.update({column.name|lower: column.data_type}) -%}\n{%- endfor -%}\n{%- endif -%}\n\n{%- if not column_name_to_data_types -%}\n {{ exceptions.raise_compiler_error(\"Not able to get columns for unit test '\" ~ model.name ~ \"' from relation \" ~ this ~ \" because the relation doesn't exist\") }}\n{%- endif -%}\n\n{%- for column_name, column_type in column_name_to_data_types.items() -%}\n {%- do default_row.update({column_name: (safe_cast(\"null\", column_type) | trim )}) -%}\n{%- endfor -%}\n\n{{ validate_fixture_rows(rows, row_number) }}\n\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\n{%- set default_row_copy = default_row.copy() -%}\n{%- do default_row_copy.update(formatted_row) -%}\nselect\n{%- for column_name, column_value in default_row_copy.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n\n{%- if (rows | length) == 0 -%}\n select\n {%- for column_name, column_value in default_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%},{%- endif %}\n {%- endfor %}\n limit 0\n{%- endif -%}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.load_relation", "macro.dbt.safe_cast", "macro.dbt.validate_fixture_rows", "macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.011169, "supported_languages": null}, "macro.dbt.get_expected_sql": {"name": "get_expected_sql", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.get_expected_sql", "macro_sql": "{% macro get_expected_sql(rows, column_name_to_data_types) %}\n\n{%- if (rows | length) == 0 -%}\n select * from dbt_internal_unit_test_actual\n limit 0\n{%- else -%}\n{%- for row in rows -%}\n{%- set formatted_row = format_row(row, column_name_to_data_types) -%}\nselect\n{%- for column_name, column_value in formatted_row.items() %} {{ column_value }} as {{ column_name }}{% if not loop.last -%}, {%- endif %}\n{%- endfor %}\n{%- if not loop.last %}\nunion all\n{% endif %}\n{%- endfor -%}\n{%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.format_row"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0116742, "supported_languages": null}, "macro.dbt.format_row": {"name": "format_row", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.format_row", "macro_sql": "\n\n{%- macro format_row(row, column_name_to_data_types) -%}\n {#-- generate case-insensitive formatted row --#}\n {% set formatted_row = {} %}\n {%- for column_name, column_value in row.items() -%}\n {% set column_name = column_name|lower %}\n\n {%- if column_name not in column_name_to_data_types %}\n {#-- if user-provided row contains column name that relation does not contain, raise an error --#}\n {% set fixture_name = \"expected output\" if model.resource_type == 'unit_test' else (\"'\" ~ model.name ~ \"'\") %}\n {{ exceptions.raise_compiler_error(\n \"Invalid column name: '\" ~ column_name ~ \"' in unit test fixture for \" ~ fixture_name ~ \".\"\n \"\\nAccepted columns for \" ~ fixture_name ~ \" are: \" ~ (column_name_to_data_types.keys()|list)\n ) }}\n {%- endif -%}\n\n {%- set column_type = column_name_to_data_types[column_name] %}\n\n {#-- sanitize column_value: wrap yaml strings in quotes, apply cast --#}\n {%- set column_value_clean = column_value -%}\n {%- if column_value is string -%}\n {%- set column_value_clean = dbt.string_literal(dbt.escape_single_quotes(column_value)) -%}\n {%- elif column_value is none -%}\n {%- set column_value_clean = 'null' -%}\n {%- endif -%}\n\n {%- set row_update = {column_name: safe_cast(column_value_clean, column_type) } -%}\n {%- do formatted_row.update(row_update) -%}\n {%- endfor -%}\n {{ return(formatted_row) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.string_literal", "macro.dbt.escape_single_quotes", "macro.dbt.safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.012695, "supported_languages": null}, "macro.dbt.validate_fixture_rows": {"name": "validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.validate_fixture_rows", "macro_sql": "{%- macro validate_fixture_rows(rows, row_number) -%}\n {{ return(adapter.dispatch('validate_fixture_rows', 'dbt')(rows, row_number)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt.default__validate_fixture_rows"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.01289, "supported_languages": null}, "macro.dbt.default__validate_fixture_rows": {"name": "default__validate_fixture_rows", "resource_type": "macro", "package_name": "dbt", "path": "macros/unit_test_sql/get_fixture_sql.sql", "original_file_path": "macros/unit_test_sql/get_fixture_sql.sql", "unique_id": "macro.dbt.default__validate_fixture_rows", "macro_sql": "{%- macro default__validate_fixture_rows(rows, row_number) -%}\n {# This is an abstract method for adapter overrides as needed #}\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.012979, "supported_languages": null}, "macro.dbt.resolve_model_name": {"name": "resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.resolve_model_name", "macro_sql": "{% macro resolve_model_name(input_model_name) %}\n {{ return(adapter.dispatch('resolve_model_name', 'dbt')(input_model_name)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.default__resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.013694, "supported_languages": null}, "macro.dbt.default__resolve_model_name": {"name": "default__resolve_model_name", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.default__resolve_model_name", "macro_sql": "\n\n{%- macro default__resolve_model_name(input_model_name) -%}\n {{ input_model_name | string | replace('\"', '\\\"') }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.013837, "supported_languages": null}, "macro.dbt.build_ref_function": {"name": "build_ref_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_ref_function", "macro_sql": "{% macro build_ref_function(model) %}\n\n {%- set ref_dict = {} -%}\n {%- for _ref in model.refs -%}\n {% set _ref_args = [_ref.get('package'), _ref['name']] if _ref.get('package') else [_ref['name'],] %}\n {%- set resolved = ref(*_ref_args, v=_ref.get('version')) -%}\n {%- if _ref.get('version') -%}\n {% do _ref_args.extend([\"v\" ~ _ref['version']]) %}\n {%- endif -%}\n {%- do ref_dict.update({_ref_args | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef ref(*args, **kwargs):\n refs = {{ ref_dict | tojson }}\n key = '.'.join(args)\n version = kwargs.get(\"v\") or kwargs.get(\"version\")\n if version:\n key += f\".v{version}\"\n dbt_load_df_function = kwargs.get(\"dbt_load_df_function\")\n return dbt_load_df_function(refs[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.014587, "supported_languages": null}, "macro.dbt.build_source_function": {"name": "build_source_function", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_source_function", "macro_sql": "{% macro build_source_function(model) %}\n\n {%- set source_dict = {} -%}\n {%- for _source in model.sources -%}\n {%- set resolved = source(*_source) -%}\n {%- do source_dict.update({_source | join('.'): resolve_model_name(resolved)}) -%}\n {%- endfor -%}\n\ndef source(*args, dbt_load_df_function):\n sources = {{ source_dict | tojson }}\n key = '.'.join(args)\n return dbt_load_df_function(sources[key])\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.resolve_model_name"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.014954, "supported_languages": null}, "macro.dbt.build_config_dict": {"name": "build_config_dict", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.build_config_dict", "macro_sql": "{% macro build_config_dict(model) %}\n {%- set config_dict = {} -%}\n {% set config_dbt_used = zip(model.config.config_keys_used, model.config.config_keys_defaults) | list %}\n {%- for key, default in config_dbt_used -%}\n {# weird type testing with enum, would be much easier to write this logic in Python! #}\n {%- if key == \"language\" -%}\n {%- set value = \"python\" -%}\n {%- endif -%}\n {%- set value = model.config.get(key, default) -%}\n {%- do config_dict.update({key: value}) -%}\n {%- endfor -%}\nconfig_dict = {{ config_dict }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.015489, "supported_languages": null}, "macro.dbt.py_script_postfix": {"name": "py_script_postfix", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_postfix", "macro_sql": "{% macro py_script_postfix(model) %}\n# This part is user provided model code\n# you will need to copy the next section to run the code\n# COMMAND ----------\n# this part is dbt logic for get ref work, do not modify\n\n{{ build_ref_function(model ) }}\n{{ build_source_function(model ) }}\n{{ build_config_dict(model) }}\n\nclass config:\n def __init__(self, *args, **kwargs):\n pass\n\n @staticmethod\n def get(key, default=None):\n return config_dict.get(key, default)\n\nclass this:\n \"\"\"dbt.this() or dbt.this.identifier\"\"\"\n database = \"{{ this.database }}\"\n schema = \"{{ this.schema }}\"\n identifier = \"{{ this.identifier }}\"\n {% set this_relation_name = resolve_model_name(this) %}\n def __repr__(self):\n return '{{ this_relation_name }}'\n\n\nclass dbtObj:\n def __init__(self, load_df_function) -> None:\n self.source = lambda *args: source(*args, dbt_load_df_function=load_df_function)\n self.ref = lambda *args, **kwargs: ref(*args, **kwargs, dbt_load_df_function=load_df_function)\n self.config = config\n self.this = this()\n self.is_incremental = {{ is_incremental() }}\n\n# COMMAND ----------\n{{py_script_comment()}}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.build_ref_function", "macro.dbt.build_source_function", "macro.dbt.build_config_dict", "macro.dbt.resolve_model_name", "macro.dbt.is_incremental", "macro.dbt.py_script_comment"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.015994, "supported_languages": null}, "macro.dbt.py_script_comment": {"name": "py_script_comment", "resource_type": "macro", "package_name": "dbt", "path": "macros/python_model/python.sql", "original_file_path": "macros/python_model/python.sql", "unique_id": "macro.dbt.py_script_comment", "macro_sql": "{%macro py_script_comment()%}\n{%endmacro%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0160651, "supported_languages": null}, "macro.dbt.test_unique": {"name": "test_unique", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_unique", "macro_sql": "{% test unique(model, column_name) %}\n {% set macro = adapter.dispatch('test_unique', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.016497, "supported_languages": null}, "macro.dbt.test_not_null": {"name": "test_not_null", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_not_null", "macro_sql": "{% test not_null(model, column_name) %}\n {% set macro = adapter.dispatch('test_not_null', 'dbt') %}\n {{ macro(model, column_name) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.016726, "supported_languages": null}, "macro.dbt.test_accepted_values": {"name": "test_accepted_values", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_accepted_values", "macro_sql": "{% test accepted_values(model, column_name, values, quote=True) %}\n {% set macro = adapter.dispatch('test_accepted_values', 'dbt') %}\n {{ macro(model, column_name, values, quote) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.01701, "supported_languages": null}, "macro.dbt.test_relationships": {"name": "test_relationships", "resource_type": "macro", "package_name": "dbt", "path": "tests/generic/builtin.sql", "original_file_path": "tests/generic/builtin.sql", "unique_id": "macro.dbt.test_relationships", "macro_sql": "{% test relationships(model, column_name, to, field) %}\n {% set macro = adapter.dispatch('test_relationships', 'dbt') %}\n {{ macro(model, column_name, to, field) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt.default__test_relationships"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.017281, "supported_languages": null}, "macro.dbt_utils.cast_array_to_string": {"name": "cast_array_to_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/cast_array_to_string.sql", "original_file_path": "macros/cross_db_utils/cast_array_to_string.sql", "unique_id": "macro.dbt_utils.cast_array_to_string", "macro_sql": "{% macro cast_array_to_string(array) %}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('cast_array_to_string', model.package_name, model.name) %}\n {{ adapter.dispatch('cast_array_to_string', 'dbt_utils') (array) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__cast_array_to_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.017747, "supported_languages": null}, "macro.dbt_utils.default__cast_array_to_string": {"name": "default__cast_array_to_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/cast_array_to_string.sql", "original_file_path": "macros/cross_db_utils/cast_array_to_string.sql", "unique_id": "macro.dbt_utils.default__cast_array_to_string", "macro_sql": "{% macro default__cast_array_to_string(array) %}\n cast({{ array }} as {{ type_string() }})\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0178702, "supported_languages": null}, "macro.dbt_utils.postgres__cast_array_to_string": {"name": "postgres__cast_array_to_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/cast_array_to_string.sql", "original_file_path": "macros/cross_db_utils/cast_array_to_string.sql", "unique_id": "macro.dbt_utils.postgres__cast_array_to_string", "macro_sql": "{% macro postgres__cast_array_to_string(array) %}\n {%- set array_as_string -%}cast({{ array }} as {{ type_string() }}){%- endset -%}\n {{ replace(replace(array_as_string,\"'}'\",\"']'\"),\"'{'\",\"'['\") }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.type_string", "macro.dbt_utils.replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0181289, "supported_languages": null}, "macro.dbt_utils.redshift__cast_array_to_string": {"name": "redshift__cast_array_to_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/cast_array_to_string.sql", "original_file_path": "macros/cross_db_utils/cast_array_to_string.sql", "unique_id": "macro.dbt_utils.redshift__cast_array_to_string", "macro_sql": "{% macro redshift__cast_array_to_string(array) %}\n cast({{ array }} as {{ type_string() }})\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.018251, "supported_languages": null}, "macro.dbt_utils.bigquery__cast_array_to_string": {"name": "bigquery__cast_array_to_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/cast_array_to_string.sql", "original_file_path": "macros/cross_db_utils/cast_array_to_string.sql", "unique_id": "macro.dbt_utils.bigquery__cast_array_to_string", "macro_sql": "{% macro bigquery__cast_array_to_string(array) %}\n '['||(select string_agg(cast(element as string), ',') from unnest({{ array }}) element)||']'\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.018354, "supported_languages": null}, "macro.dbt_utils.current_timestamp": {"name": "current_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.current_timestamp", "macro_sql": "{% macro current_timestamp() -%}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('current_timestamp', model.package_name, model.name) %}\n {{ return(adapter.dispatch('current_timestamp', 'dbt_utils')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0188549, "supported_languages": null}, "macro.dbt_utils.default__current_timestamp": {"name": "default__current_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.default__current_timestamp", "macro_sql": "{% macro default__current_timestamp() %}\n current_timestamp::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0189528, "supported_languages": null}, "macro.dbt_utils.redshift__current_timestamp": {"name": "redshift__current_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.redshift__current_timestamp", "macro_sql": "{% macro redshift__current_timestamp() %}\n getdate()\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.019022, "supported_languages": null}, "macro.dbt_utils.bigquery__current_timestamp": {"name": "bigquery__current_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.bigquery__current_timestamp", "macro_sql": "{% macro bigquery__current_timestamp() %}\n current_timestamp\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.019089, "supported_languages": null}, "macro.dbt_utils.current_timestamp_in_utc": {"name": "current_timestamp_in_utc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.current_timestamp_in_utc", "macro_sql": "{% macro current_timestamp_in_utc() -%}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('current_timestamp_in_utc', model.package_name, model.name) %}\n {{ return(adapter.dispatch('current_timestamp_in_utc', 'dbt_utils')()) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__current_timestamp_in_utc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0193212, "supported_languages": null}, "macro.dbt_utils.default__current_timestamp_in_utc": {"name": "default__current_timestamp_in_utc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.default__current_timestamp_in_utc", "macro_sql": "{% macro default__current_timestamp_in_utc() %}\n {{ dbt_utils.current_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.019423, "supported_languages": null}, "macro.dbt_utils.snowflake__current_timestamp_in_utc": {"name": "snowflake__current_timestamp_in_utc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.snowflake__current_timestamp_in_utc", "macro_sql": "{% macro snowflake__current_timestamp_in_utc() %}\n convert_timezone('UTC', {{ dbt_utils.current_timestamp() }})::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.current_timestamp", "macro.dbt_utils.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.019551, "supported_languages": null}, "macro.dbt_utils.postgres__current_timestamp_in_utc": {"name": "postgres__current_timestamp_in_utc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.postgres__current_timestamp_in_utc", "macro_sql": "{% macro postgres__current_timestamp_in_utc() %}\n (current_timestamp at time zone 'utc')::{{ type_timestamp() }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0196512, "supported_languages": null}, "macro.dbt_utils.redshift__current_timestamp_in_utc": {"name": "redshift__current_timestamp_in_utc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/current_timestamp.sql", "original_file_path": "macros/cross_db_utils/current_timestamp.sql", "unique_id": "macro.dbt_utils.redshift__current_timestamp_in_utc", "macro_sql": "{% macro redshift__current_timestamp_in_utc() %}\n {{ return(dbt_utils.default__current_timestamp_in_utc()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__current_timestamp_in_utc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.019775, "supported_languages": null}, "macro.dbt_utils.array_concat": {"name": "array_concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_concat.sql", "original_file_path": "macros/cross_db_utils/array_concat.sql", "unique_id": "macro.dbt_utils.array_concat", "macro_sql": "{% macro array_concat(array_1, array_2) -%}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('array_concat', model.package_name, model.name) %}\n {{ return(adapter.dispatch('array_concat', 'dbt_utils')(array_1, array_2)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__array_concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.02026, "supported_languages": null}, "macro.dbt_utils.default__array_concat": {"name": "default__array_concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_concat.sql", "original_file_path": "macros/cross_db_utils/array_concat.sql", "unique_id": "macro.dbt_utils.default__array_concat", "macro_sql": "{% macro default__array_concat(array_1, array_2) -%}\n array_cat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.020386, "supported_languages": null}, "macro.dbt_utils.bigquery__array_concat": {"name": "bigquery__array_concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_concat.sql", "original_file_path": "macros/cross_db_utils/array_concat.sql", "unique_id": "macro.dbt_utils.bigquery__array_concat", "macro_sql": "{% macro bigquery__array_concat(array_1, array_2) -%}\n array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.020511, "supported_languages": null}, "macro.dbt_utils.redshift__array_concat": {"name": "redshift__array_concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_concat.sql", "original_file_path": "macros/cross_db_utils/array_concat.sql", "unique_id": "macro.dbt_utils.redshift__array_concat", "macro_sql": "{% macro redshift__array_concat(array_1, array_2) -%}\n array_concat({{ array_1 }}, {{ array_2 }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.020632, "supported_languages": null}, "macro.dbt_utils.array_construct": {"name": "array_construct", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_construct.sql", "original_file_path": "macros/cross_db_utils/array_construct.sql", "unique_id": "macro.dbt_utils.array_construct", "macro_sql": "{% macro array_construct(inputs = [], data_type = api.Column.translate_type('integer')) -%}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('array_construct', model.package_name, model.name) %}\n {{ return(adapter.dispatch('array_construct', 'dbt_utils')(inputs, data_type)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0211709, "supported_languages": null}, "macro.dbt_utils.default__array_construct": {"name": "default__array_construct", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_construct.sql", "original_file_path": "macros/cross_db_utils/array_construct.sql", "unique_id": "macro.dbt_utils.default__array_construct", "macro_sql": "{% macro default__array_construct(inputs, data_type) -%}\n {% if inputs|length > 0 %}\n array[ {{ inputs|join(' , ') }} ]\n {% else %}\n array[]::{{data_type}}[]\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.021395, "supported_languages": null}, "macro.dbt_utils.snowflake__array_construct": {"name": "snowflake__array_construct", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_construct.sql", "original_file_path": "macros/cross_db_utils/array_construct.sql", "unique_id": "macro.dbt_utils.snowflake__array_construct", "macro_sql": "{% macro snowflake__array_construct(inputs, data_type) -%}\n array_construct( {{ inputs|join(' , ') }} )\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0215292, "supported_languages": null}, "macro.dbt_utils.redshift__array_construct": {"name": "redshift__array_construct", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_construct.sql", "original_file_path": "macros/cross_db_utils/array_construct.sql", "unique_id": "macro.dbt_utils.redshift__array_construct", "macro_sql": "{% macro redshift__array_construct(inputs, data_type) -%}\n array( {{ inputs|join(' , ') }} )\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.021659, "supported_languages": null}, "macro.dbt_utils.bigquery__array_construct": {"name": "bigquery__array_construct", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_construct.sql", "original_file_path": "macros/cross_db_utils/array_construct.sql", "unique_id": "macro.dbt_utils.bigquery__array_construct", "macro_sql": "{% macro bigquery__array_construct(inputs, data_type) -%}\n [ {{ inputs|join(' , ') }} ]\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.021788, "supported_languages": null}, "macro.dbt_utils.array_append": {"name": "array_append", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_append.sql", "original_file_path": "macros/cross_db_utils/array_append.sql", "unique_id": "macro.dbt_utils.array_append", "macro_sql": "{% macro array_append(array, new_element) -%}\n {% do dbt_utils.xdb_deprecation_warning_without_replacement('array_append', model.package_name, model.name) %}\n {{ return(adapter.dispatch('array_append', 'dbt_utils')(array, new_element)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro.dbt_utils.default__array_append"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.022209, "supported_languages": null}, "macro.dbt_utils.default__array_append": {"name": "default__array_append", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_append.sql", "original_file_path": "macros/cross_db_utils/array_append.sql", "unique_id": "macro.dbt_utils.default__array_append", "macro_sql": "{% macro default__array_append(array, new_element) -%}\n array_append({{ array }}, {{ new_element }})\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0223308, "supported_languages": null}, "macro.dbt_utils.bigquery__array_append": {"name": "bigquery__array_append", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_append.sql", "original_file_path": "macros/cross_db_utils/array_append.sql", "unique_id": "macro.dbt_utils.bigquery__array_append", "macro_sql": "{% macro bigquery__array_append(array, new_element) -%}\n {{ dbt_utils.array_concat(array, dbt_utils.array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.array_concat", "macro.dbt_utils.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0225039, "supported_languages": null}, "macro.dbt_utils.redshift__array_append": {"name": "redshift__array_append", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/array_append.sql", "original_file_path": "macros/cross_db_utils/array_append.sql", "unique_id": "macro.dbt_utils.redshift__array_append", "macro_sql": "{% macro redshift__array_append(array, new_element) -%}\n {{ dbt_utils.array_concat(array, dbt_utils.array_construct([new_element])) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.array_concat", "macro.dbt_utils.array_construct"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0226738, "supported_languages": null}, "macro.dbt_utils.except": {"name": "except", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/except.sql", "original_file_path": "macros/cross_db_utils/deprecated/except.sql", "unique_id": "macro.dbt_utils.except", "macro_sql": "{% macro except() %}\n {{ return(adapter.dispatch('except', 'dbt_utils')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0229151, "supported_languages": null}, "macro.dbt_utils.default__except": {"name": "default__except", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/except.sql", "original_file_path": "macros/cross_db_utils/deprecated/except.sql", "unique_id": "macro.dbt_utils.default__except", "macro_sql": "{% macro default__except() %}\n {% do dbt_utils.xdb_deprecation_warning('except', model.package_name, model.name) %}\n {{ return(adapter.dispatch('except', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.except", "macro.dbt.default__except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0231528, "supported_languages": null}, "macro.dbt_utils.replace": {"name": "replace", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/replace.sql", "original_file_path": "macros/cross_db_utils/deprecated/replace.sql", "unique_id": "macro.dbt_utils.replace", "macro_sql": "{% macro replace(field, old_chars, new_chars) -%}\n {{ return(adapter.dispatch('replace', 'dbt_utils') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.023453, "supported_languages": null}, "macro.dbt_utils.default__replace": {"name": "default__replace", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/replace.sql", "original_file_path": "macros/cross_db_utils/deprecated/replace.sql", "unique_id": "macro.dbt_utils.default__replace", "macro_sql": "{% macro default__replace(field, old_chars, new_chars) -%}\n {% do dbt_utils.xdb_deprecation_warning('replace', model.package_name, model.name) %}\n {{ return(adapter.dispatch('replace', 'dbt') (field, old_chars, new_chars)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.replace", "macro.dbt.default__replace"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.023767, "supported_languages": null}, "macro.dbt_utils.concat": {"name": "concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/concat.sql", "original_file_path": "macros/cross_db_utils/deprecated/concat.sql", "unique_id": "macro.dbt_utils.concat", "macro_sql": "{% macro concat(fields) -%}\n {{ return(adapter.dispatch('concat', 'dbt_utils')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.024016, "supported_languages": null}, "macro.dbt_utils.default__concat": {"name": "default__concat", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/concat.sql", "original_file_path": "macros/cross_db_utils/deprecated/concat.sql", "unique_id": "macro.dbt_utils.default__concat", "macro_sql": "{% macro default__concat(fields) -%}\n {% do dbt_utils.xdb_deprecation_warning('concat', model.package_name, model.name) %}\n {{ return(adapter.dispatch('concat', 'dbt')(fields)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.concat", "macro.dbt.default__concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.024265, "supported_languages": null}, "macro.dbt_utils.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch('type_string', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.024907, "supported_languages": null}, "macro.dbt_utils.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_string", "macro_sql": "{% macro default__type_string() %}\n {% do dbt_utils.xdb_deprecation_warning('type_string', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_string', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_string", "macro.dbt.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.025342, "supported_languages": null}, "macro.dbt_utils.type_timestamp": {"name": "type_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_timestamp", "macro_sql": "\n\n{%- macro type_timestamp() -%}\n {{ return(adapter.dispatch('type_timestamp', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0254982, "supported_languages": null}, "macro.dbt_utils.default__type_timestamp": {"name": "default__type_timestamp", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_timestamp", "macro_sql": "{% macro default__type_timestamp() %}\n {% do dbt_utils.xdb_deprecation_warning('type_timestamp', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_timestamp', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_timestamp", "macro.dbt.default__type_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.025737, "supported_languages": null}, "macro.dbt_utils.type_float": {"name": "type_float", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_float", "macro_sql": "\n\n{%- macro type_float() -%}\n {{ return(adapter.dispatch('type_float', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.025884, "supported_languages": null}, "macro.dbt_utils.default__type_float": {"name": "default__type_float", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_float", "macro_sql": "{% macro default__type_float() %}\n {% do dbt_utils.xdb_deprecation_warning('type_float', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_float', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_float", "macro.dbt.default__type_float"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.02612, "supported_languages": null}, "macro.dbt_utils.type_numeric": {"name": "type_numeric", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_numeric", "macro_sql": "\n\n{%- macro type_numeric() -%}\n {{ return(adapter.dispatch('type_numeric', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0262668, "supported_languages": null}, "macro.dbt_utils.default__type_numeric": {"name": "default__type_numeric", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_numeric", "macro_sql": "{% macro default__type_numeric() %}\n {% do dbt_utils.xdb_deprecation_warning('type_numeric', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_numeric', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_numeric", "macro.dbt.default__type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.026507, "supported_languages": null}, "macro.dbt_utils.type_bigint": {"name": "type_bigint", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_bigint", "macro_sql": "\n\n{%- macro type_bigint() -%}\n {{ return(adapter.dispatch('type_bigint', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.026655, "supported_languages": null}, "macro.dbt_utils.default__type_bigint": {"name": "default__type_bigint", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_bigint", "macro_sql": "{% macro default__type_bigint() %}\n {% do dbt_utils.xdb_deprecation_warning('type_bigint', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_bigint', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_bigint", "macro.dbt.default__type_bigint"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.026891, "supported_languages": null}, "macro.dbt_utils.type_int": {"name": "type_int", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.type_int", "macro_sql": "\n\n{%- macro type_int() -%}\n {{ return(adapter.dispatch('type_int', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0270422, "supported_languages": null}, "macro.dbt_utils.default__type_int": {"name": "default__type_int", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datatypes.sql", "original_file_path": "macros/cross_db_utils/deprecated/datatypes.sql", "unique_id": "macro.dbt_utils.default__type_int", "macro_sql": "{% macro default__type_int() %}\n {% do dbt_utils.xdb_deprecation_warning('type_int', model.package_name, model.name) %}\n {{ return(adapter.dispatch('type_int', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.type_int", "macro.dbt.default__type_int"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0272791, "supported_languages": null}, "macro.dbt_utils.length": {"name": "length", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/length.sql", "original_file_path": "macros/cross_db_utils/deprecated/length.sql", "unique_id": "macro.dbt_utils.length", "macro_sql": "{% macro length(expression) -%}\n {{ return(adapter.dispatch('length', 'dbt_utils') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0275378, "supported_languages": null}, "macro.dbt_utils.default__length": {"name": "default__length", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/length.sql", "original_file_path": "macros/cross_db_utils/deprecated/length.sql", "unique_id": "macro.dbt_utils.default__length", "macro_sql": "{% macro default__length(expression) -%}\n {% do dbt_utils.xdb_deprecation_warning('length', model.package_name, model.name) %}\n {{ return(adapter.dispatch('length', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.length", "macro.dbt.default__length"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.02779, "supported_languages": null}, "macro.dbt_utils.dateadd": {"name": "dateadd", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/dateadd.sql", "original_file_path": "macros/cross_db_utils/deprecated/dateadd.sql", "unique_id": "macro.dbt_utils.dateadd", "macro_sql": "{% macro dateadd(datepart, interval, from_date_or_timestamp) %}\n {{ return(adapter.dispatch('dateadd', 'dbt_utils')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.028095, "supported_languages": null}, "macro.dbt_utils.default__dateadd": {"name": "default__dateadd", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/dateadd.sql", "original_file_path": "macros/cross_db_utils/deprecated/dateadd.sql", "unique_id": "macro.dbt_utils.default__dateadd", "macro_sql": "{% macro default__dateadd(datepart, interval, from_date_or_timestamp) %}\n {% do dbt_utils.xdb_deprecation_warning('dateadd', model.package_name, model.name) %}\n {{ return(adapter.dispatch('dateadd', 'dbt')(datepart, interval, from_date_or_timestamp)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.dateadd", "macro.dbt_duckdb.duckdb__dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.02839, "supported_languages": null}, "macro.dbt_utils.intersect": {"name": "intersect", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/intersect.sql", "original_file_path": "macros/cross_db_utils/deprecated/intersect.sql", "unique_id": "macro.dbt_utils.intersect", "macro_sql": "{% macro intersect() %}\n {{ return(adapter.dispatch('intersect', 'dbt_utils')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.028634, "supported_languages": null}, "macro.dbt_utils.default__intersect": {"name": "default__intersect", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/intersect.sql", "original_file_path": "macros/cross_db_utils/deprecated/intersect.sql", "unique_id": "macro.dbt_utils.default__intersect", "macro_sql": "{% macro default__intersect() %}\n {% do dbt_utils.xdb_deprecation_warning('intersect', model.package_name, model.name) %}\n {{ return(adapter.dispatch('intersect', 'dbt')()) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.intersect", "macro.dbt.default__intersect"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.028874, "supported_languages": null}, "macro.dbt_utils.escape_single_quotes": {"name": "escape_single_quotes", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/escape_single_quotes.sql", "original_file_path": "macros/cross_db_utils/deprecated/escape_single_quotes.sql", "unique_id": "macro.dbt_utils.escape_single_quotes", "macro_sql": "{% macro escape_single_quotes(expression) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt_utils') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.029142, "supported_languages": null}, "macro.dbt_utils.default__escape_single_quotes": {"name": "default__escape_single_quotes", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/escape_single_quotes.sql", "original_file_path": "macros/cross_db_utils/deprecated/escape_single_quotes.sql", "unique_id": "macro.dbt_utils.default__escape_single_quotes", "macro_sql": "{% macro default__escape_single_quotes(expression) %}\n {% do dbt_utils.xdb_deprecation_warning('escape_single_quotes', model.package_name, model.name) %}\n {{ return(adapter.dispatch('escape_single_quotes', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.escape_single_quotes", "macro.dbt.default__escape_single_quotes"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0293992, "supported_languages": null}, "macro.dbt_utils.right": {"name": "right", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/right.sql", "original_file_path": "macros/cross_db_utils/deprecated/right.sql", "unique_id": "macro.dbt_utils.right", "macro_sql": "{% macro right(string_text, length_expression) -%}\n {{ return(adapter.dispatch('right', 'dbt_utils') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.02968, "supported_languages": null}, "macro.dbt_utils.default__right": {"name": "default__right", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/right.sql", "original_file_path": "macros/cross_db_utils/deprecated/right.sql", "unique_id": "macro.dbt_utils.default__right", "macro_sql": "{% macro default__right(string_text, length_expression) -%}\n {% do dbt_utils.xdb_deprecation_warning('right', model.package_name, model.name) %}\n {{ return(adapter.dispatch('right', 'dbt') (string_text, length_expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.right", "macro.dbt.default__right"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0300329, "supported_languages": null}, "macro.dbt_utils.listagg": {"name": "listagg", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/listagg.sql", "original_file_path": "macros/cross_db_utils/deprecated/listagg.sql", "unique_id": "macro.dbt_utils.listagg", "macro_sql": "{% macro listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {{ return(adapter.dispatch('listagg', 'dbt_utils') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.030408, "supported_languages": null}, "macro.dbt_utils.default__listagg": {"name": "default__listagg", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/listagg.sql", "original_file_path": "macros/cross_db_utils/deprecated/listagg.sql", "unique_id": "macro.dbt_utils.default__listagg", "macro_sql": "{% macro default__listagg(measure, delimiter_text=\"','\", order_by_clause=none, limit_num=none) -%}\n {% do dbt_utils.xdb_deprecation_warning('listagg', model.package_name, model.name) %}\n {{ return(adapter.dispatch('listagg', 'dbt') (measure, delimiter_text, order_by_clause, limit_num)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.listagg", "macro.dbt_duckdb.duckdb__listagg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.030752, "supported_languages": null}, "macro.dbt_utils.datediff": {"name": "datediff", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datediff.sql", "original_file_path": "macros/cross_db_utils/deprecated/datediff.sql", "unique_id": "macro.dbt_utils.datediff", "macro_sql": "{% macro datediff(first_date, second_date, datepart) %}\n {{ return(adapter.dispatch('datediff', 'dbt_utils')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0310552, "supported_languages": null}, "macro.dbt_utils.default__datediff": {"name": "default__datediff", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/datediff.sql", "original_file_path": "macros/cross_db_utils/deprecated/datediff.sql", "unique_id": "macro.dbt_utils.default__datediff", "macro_sql": "{% macro default__datediff(first_date, second_date, datepart) %}\n {% do dbt_utils.xdb_deprecation_warning('datediff', model.package_name, model.name) %}\n {{ return(adapter.dispatch('datediff', 'dbt')(first_date, second_date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.datediff", "macro.dbt_duckdb.duckdb__datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.031351, "supported_languages": null}, "macro.dbt_utils.safe_cast": {"name": "safe_cast", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/safe_cast.sql", "original_file_path": "macros/cross_db_utils/deprecated/safe_cast.sql", "unique_id": "macro.dbt_utils.safe_cast", "macro_sql": "{% macro safe_cast(field, type) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt_utils') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.031632, "supported_languages": null}, "macro.dbt_utils.default__safe_cast": {"name": "default__safe_cast", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/safe_cast.sql", "original_file_path": "macros/cross_db_utils/deprecated/safe_cast.sql", "unique_id": "macro.dbt_utils.default__safe_cast", "macro_sql": "{% macro default__safe_cast(field, type) %}\n {% do dbt_utils.xdb_deprecation_warning('safe_cast', model.package_name, model.name) %}\n {{ return(adapter.dispatch('safe_cast', 'dbt') (field, type)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.safe_cast", "macro.dbt.default__safe_cast"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.031911, "supported_languages": null}, "macro.dbt_utils.hash": {"name": "hash", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/hash.sql", "original_file_path": "macros/cross_db_utils/deprecated/hash.sql", "unique_id": "macro.dbt_utils.hash", "macro_sql": "{% macro hash(field) -%}\n {{ return(adapter.dispatch('hash', 'dbt_utils') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.032167, "supported_languages": null}, "macro.dbt_utils.default__hash": {"name": "default__hash", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/hash.sql", "original_file_path": "macros/cross_db_utils/deprecated/hash.sql", "unique_id": "macro.dbt_utils.default__hash", "macro_sql": "{% macro default__hash(field) -%}\n {% do dbt_utils.xdb_deprecation_warning('hash', model.package_name, model.name) %}\n {{ return(adapter.dispatch('hash', 'dbt') (field)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.hash", "macro.dbt.default__hash"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.032414, "supported_languages": null}, "macro.dbt_utils.cast_bool_to_text": {"name": "cast_bool_to_text", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/cast_bool_to_text.sql", "original_file_path": "macros/cross_db_utils/deprecated/cast_bool_to_text.sql", "unique_id": "macro.dbt_utils.cast_bool_to_text", "macro_sql": "{% macro cast_bool_to_text(field) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt_utils') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.032655, "supported_languages": null}, "macro.dbt_utils.default__cast_bool_to_text": {"name": "default__cast_bool_to_text", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/cast_bool_to_text.sql", "original_file_path": "macros/cross_db_utils/deprecated/cast_bool_to_text.sql", "unique_id": "macro.dbt_utils.default__cast_bool_to_text", "macro_sql": "{% macro default__cast_bool_to_text(field) %}\n {% do dbt_utils.xdb_deprecation_warning('cast_bool_to_text', model.package_name, model.name) %}\n {{ adapter.dispatch('cast_bool_to_text', 'dbt') (field) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.cast_bool_to_text", "macro.dbt.default__cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.032894, "supported_languages": null}, "macro.dbt_utils.identifier": {"name": "identifier", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/identifier.sql", "original_file_path": "macros/cross_db_utils/deprecated/identifier.sql", "unique_id": "macro.dbt_utils.identifier", "macro_sql": "{% macro identifier(value) %}\t\n {%- set error_message = '\n Warning: the `identifier` macro is no longer supported and will be deprecated in a future release of dbt-utils. \\\n Use `adapter.quote` instead. The {}.{} model triggered this warning. \\\n '.format(model.package_name, model.name) -%}\n {%- do exceptions.warn(error_message) -%}\n {{ return(adapter.dispatch('identifier', 'dbt_utils') (value)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__identifier"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0333078, "supported_languages": null}, "macro.dbt_utils.default__identifier": {"name": "default__identifier", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/identifier.sql", "original_file_path": "macros/cross_db_utils/deprecated/identifier.sql", "unique_id": "macro.dbt_utils.default__identifier", "macro_sql": "{% macro default__identifier(value) -%}\t\n \"{{ value }}\"\t\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.033407, "supported_languages": null}, "macro.dbt_utils.bigquery__identifier": {"name": "bigquery__identifier", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/identifier.sql", "original_file_path": "macros/cross_db_utils/deprecated/identifier.sql", "unique_id": "macro.dbt_utils.bigquery__identifier", "macro_sql": "{% macro bigquery__identifier(value) -%}\t\n `{{ value }}`\t\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0335, "supported_languages": null}, "macro.dbt_utils.any_value": {"name": "any_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/any_value.sql", "original_file_path": "macros/cross_db_utils/deprecated/any_value.sql", "unique_id": "macro.dbt_utils.any_value", "macro_sql": "{% macro any_value(expression) -%}\n {{ return(adapter.dispatch('any_value', 'dbt_utils') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.033756, "supported_languages": null}, "macro.dbt_utils.default__any_value": {"name": "default__any_value", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/any_value.sql", "original_file_path": "macros/cross_db_utils/deprecated/any_value.sql", "unique_id": "macro.dbt_utils.default__any_value", "macro_sql": "{% macro default__any_value(expression) -%}\n {% do dbt_utils.xdb_deprecation_warning('any_value', model.package_name, model.name) %}\n {{ return(adapter.dispatch('any_value', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.any_value", "macro.dbt_duckdb.duckdb__any_value"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.034008, "supported_languages": null}, "macro.dbt_utils.position": {"name": "position", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/position.sql", "original_file_path": "macros/cross_db_utils/deprecated/position.sql", "unique_id": "macro.dbt_utils.position", "macro_sql": "{% macro position(substring_text, string_text) -%}\n {{ return(adapter.dispatch('position', 'dbt_utils') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0342898, "supported_languages": null}, "macro.dbt_utils.default__position": {"name": "default__position", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/position.sql", "original_file_path": "macros/cross_db_utils/deprecated/position.sql", "unique_id": "macro.dbt_utils.default__position", "macro_sql": "{% macro default__position(substring_text, string_text) -%}\n {% do dbt_utils.xdb_deprecation_warning('position', model.package_name, model.name) %}\n {{ return(adapter.dispatch('position', 'dbt') (substring_text, string_text)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.position", "macro.dbt.default__position"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.034566, "supported_languages": null}, "macro.dbt_utils.string_literal": {"name": "string_literal", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/literal.sql", "original_file_path": "macros/cross_db_utils/deprecated/literal.sql", "unique_id": "macro.dbt_utils.string_literal", "macro_sql": "{%- macro string_literal(value) -%}\n {{ return(adapter.dispatch('string_literal', 'dbt_utils') (value)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.034824, "supported_languages": null}, "macro.dbt_utils.default__string_literal": {"name": "default__string_literal", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/literal.sql", "original_file_path": "macros/cross_db_utils/deprecated/literal.sql", "unique_id": "macro.dbt_utils.default__string_literal", "macro_sql": "{%- macro default__string_literal(value) -%}\n {% do dbt_utils.xdb_deprecation_warning('string_literal', model.package_name, model.name) %}\n {{ return(adapter.dispatch('string_literal', 'dbt') (value)) }}\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.string_literal", "macro.dbt.default__string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.035135, "supported_languages": null}, "macro.dbt_utils.bool_or": {"name": "bool_or", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/bool_or.sql", "original_file_path": "macros/cross_db_utils/deprecated/bool_or.sql", "unique_id": "macro.dbt_utils.bool_or", "macro_sql": "{% macro bool_or(expression) -%}\n {{ return(adapter.dispatch('bool_or', 'dbt_utils') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.035392, "supported_languages": null}, "macro.dbt_utils.default__bool_or": {"name": "default__bool_or", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/bool_or.sql", "original_file_path": "macros/cross_db_utils/deprecated/bool_or.sql", "unique_id": "macro.dbt_utils.default__bool_or", "macro_sql": "{% macro default__bool_or(expression) -%}\n {% do dbt_utils.xdb_deprecation_warning('bool_or', model.package_name, model.name) %}\n {{ return(adapter.dispatch('bool_or', 'dbt') (expression)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.bool_or", "macro.dbt.default__bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.035645, "supported_languages": null}, "macro.dbt_utils.xdb_deprecation_warning": {"name": "xdb_deprecation_warning", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/xdb_deprecation_warning.sql", "original_file_path": "macros/cross_db_utils/deprecated/xdb_deprecation_warning.sql", "unique_id": "macro.dbt_utils.xdb_deprecation_warning", "macro_sql": "{% macro xdb_deprecation_warning(macro, package, model) %}\n {% if execute %}\n {%- set error_message = \"Warning: the `\" ~ macro ~\"` macro is now provided in dbt Core. It is no longer available in dbt_utils and backwards compatibility will be removed in a future version of the package. Use `\" ~ macro ~ \"` (no prefix) instead. The \" ~ package ~ \".\" ~ model ~ \" model triggered this warning.\" -%}\n {%- do exceptions.warn(error_message) -%}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0360918, "supported_languages": null}, "macro.dbt_utils.xdb_deprecation_warning_without_replacement": {"name": "xdb_deprecation_warning_without_replacement", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/xdb_deprecation_warning.sql", "original_file_path": "macros/cross_db_utils/deprecated/xdb_deprecation_warning.sql", "unique_id": "macro.dbt_utils.xdb_deprecation_warning_without_replacement", "macro_sql": "{% macro xdb_deprecation_warning_without_replacement(macro, package, model) %}\n {% if execute %}\n {%- set error_message = \"Warning: the `\" ~ macro ~\"` macro is deprecated and will be removed in a future version of the package, once equivalent functionality is implemented in dbt Core. The \" ~ package ~ \".\" ~ model ~ \" model triggered this warning.\" -%}\n {%- do exceptions.warn(error_message) -%}\n {% endif %}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.036374, "supported_languages": null}, "macro.dbt_utils.last_day": {"name": "last_day", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/last_day.sql", "original_file_path": "macros/cross_db_utils/deprecated/last_day.sql", "unique_id": "macro.dbt_utils.last_day", "macro_sql": "{% macro last_day(date, datepart) %}\n {{ return(adapter.dispatch('last_day', 'dbt_utils') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0366652, "supported_languages": null}, "macro.dbt_utils.default__last_day": {"name": "default__last_day", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/last_day.sql", "original_file_path": "macros/cross_db_utils/deprecated/last_day.sql", "unique_id": "macro.dbt_utils.default__last_day", "macro_sql": "{% macro default__last_day(date, datepart) %}\n {% do dbt_utils.xdb_deprecation_warning('last_day', model.package_name, model.name) %}\n {{ return(adapter.dispatch('last_day', 'dbt') (date, datepart)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.last_day", "macro.dbt_duckdb.duckdb__last_day"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.036942, "supported_languages": null}, "macro.dbt_utils.split_part": {"name": "split_part", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/split_part.sql", "original_file_path": "macros/cross_db_utils/deprecated/split_part.sql", "unique_id": "macro.dbt_utils.split_part", "macro_sql": "{% macro split_part(string_text, delimiter_text, part_number) %}\n {{ return(adapter.dispatch('split_part', 'dbt_utils') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.037249, "supported_languages": null}, "macro.dbt_utils.default__split_part": {"name": "default__split_part", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/split_part.sql", "original_file_path": "macros/cross_db_utils/deprecated/split_part.sql", "unique_id": "macro.dbt_utils.default__split_part", "macro_sql": "{% macro default__split_part(string_text, delimiter_text, part_number) %}\n {% do dbt_utils.xdb_deprecation_warning('split_part', model.package_name, model.name) %}\n {{ return(adapter.dispatch('split_part', 'dbt') (string_text, delimiter_text, part_number)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.split_part", "macro.dbt_duckdb.duckdb__split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.037546, "supported_languages": null}, "macro.dbt_utils.date_trunc": {"name": "date_trunc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/date_trunc.sql", "original_file_path": "macros/cross_db_utils/deprecated/date_trunc.sql", "unique_id": "macro.dbt_utils.date_trunc", "macro_sql": "{% macro date_trunc(datepart, date) -%}\n {{ return(adapter.dispatch('date_trunc', 'dbt_utils') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.037822, "supported_languages": null}, "macro.dbt_utils.default__date_trunc": {"name": "default__date_trunc", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/cross_db_utils/deprecated/date_trunc.sql", "original_file_path": "macros/cross_db_utils/deprecated/date_trunc.sql", "unique_id": "macro.dbt_utils.default__date_trunc", "macro_sql": "{% macro default__date_trunc(datepart, date) -%}\n {% do dbt_utils.xdb_deprecation_warning('date_trunc', model.package_name, model.name) %}\n {{ return(adapter.dispatch('date_trunc', 'dbt') (datepart, date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.xdb_deprecation_warning", "macro.dbt_utils.date_trunc", "macro.dbt.default__date_trunc"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.038094, "supported_languages": null}, "macro.dbt_utils.get_period_boundaries": {"name": "get_period_boundaries", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/materializations/insert_by_period_materialization.sql", "original_file_path": "macros/materializations/insert_by_period_materialization.sql", "unique_id": "macro.dbt_utils.get_period_boundaries", "macro_sql": "{% macro get_period_boundaries(target_schema, target_table, timestamp_field, start_date, stop_date, period) -%}\n {{ return(adapter.dispatch('get_period_boundaries', 'dbt_utils')(target_schema, target_table, timestamp_field, start_date, stop_date, period)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_period_boundaries"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.039742, "supported_languages": null}, "macro.dbt_utils.default__get_period_boundaries": {"name": "default__get_period_boundaries", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/materializations/insert_by_period_materialization.sql", "original_file_path": "macros/materializations/insert_by_period_materialization.sql", "unique_id": "macro.dbt_utils.default__get_period_boundaries", "macro_sql": "{% macro default__get_period_boundaries(target_schema, target_table, timestamp_field, start_date, stop_date, period) -%}\n\n {% call statement('period_boundaries', fetch_result=True) -%}\n with data as (\n select\n coalesce(max(\"{{timestamp_field}}\"), '{{start_date}}')::timestamp as start_timestamp,\n coalesce(\n {{ dateadd('millisecond',\n -1,\n \"nullif('\" ~ stop_date ~ \"','')::timestamp\") }},\n {{ dbt_utils.current_timestamp() }}\n ) as stop_timestamp\n from \"{{target_schema}}\".\"{{target_table}}\"\n )\n\n select\n start_timestamp,\n stop_timestamp,\n {{ datediff('start_timestamp',\n 'stop_timestamp',\n period) }} + 1 as num_periods\n from data\n {%- endcall %}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.dateadd", "macro.dbt_utils.current_timestamp", "macro.dbt_utils.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0402062, "supported_languages": null}, "macro.dbt_utils.get_period_sql": {"name": "get_period_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/materializations/insert_by_period_materialization.sql", "original_file_path": "macros/materializations/insert_by_period_materialization.sql", "unique_id": "macro.dbt_utils.get_period_sql", "macro_sql": "{% macro get_period_sql(target_cols_csv, sql, timestamp_field, period, start_timestamp, stop_timestamp, offset) -%}\n {{ return(adapter.dispatch('get_period_sql', 'dbt_utils')(target_cols_csv, sql, timestamp_field, period, start_timestamp, stop_timestamp, offset)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_period_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.040513, "supported_languages": null}, "macro.dbt_utils.default__get_period_sql": {"name": "default__get_period_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/materializations/insert_by_period_materialization.sql", "original_file_path": "macros/materializations/insert_by_period_materialization.sql", "unique_id": "macro.dbt_utils.default__get_period_sql", "macro_sql": "{% macro default__get_period_sql(target_cols_csv, sql, timestamp_field, period, start_timestamp, stop_timestamp, offset) -%}\n\n {%- set period_filter -%}\n (\"{{timestamp_field}}\" > '{{start_timestamp}}'::timestamp + interval '{{offset}} {{period}}' and\n \"{{timestamp_field}}\" <= '{{start_timestamp}}'::timestamp + interval '{{offset}} {{period}}' + interval '1 {{period}}' and\n \"{{timestamp_field}}\" < '{{stop_timestamp}}'::timestamp)\n {%- endset -%}\n\n {%- set filtered_sql = sql | replace(\"__PERIOD_FILTER__\", period_filter) -%}\n\n select\n {{target_cols_csv}}\n from (\n {{filtered_sql}}\n )\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.040961, "supported_languages": null}, "macro.dbt_utils.materialization_insert_by_period_default": {"name": "materialization_insert_by_period_default", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/materializations/insert_by_period_materialization.sql", "original_file_path": "macros/materializations/insert_by_period_materialization.sql", "unique_id": "macro.dbt_utils.materialization_insert_by_period_default", "macro_sql": "{% materialization insert_by_period, default -%}\n {%- set timestamp_field = config.require('timestamp_field') -%}\n {%- set start_date = config.require('start_date') -%}\n {%- set stop_date = config.get('stop_date') or '' -%}\n {%- set period = config.get('period') or 'week' -%}\n\n {%- set deprecation_warning = \"Warning: the `insert_by_period` materialization will be removed from dbt_utils in version 1.0.0. Install from dbt-labs/dbt-labs-experimental-features instead (see https://github.com/dbt-labs/dbt-utils/discussions/487). The \" ~ package ~ \".\" ~ model ~ \" model triggered this warning.\" -%}\n {%- do exceptions.warn(deprecation_warning) -%}\n\n {%- if sql.find('__PERIOD_FILTER__') == -1 -%}\n {%- set error_message -%}\n Model '{{ model.unique_id }}' does not include the required string '__PERIOD_FILTER__' in its sql\n {%- endset -%}\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n\n {%- set identifier = model['name'] -%}\n\n {%- set old_relation = adapter.get_relation(database=database, schema=schema, identifier=identifier) -%}\n {%- set target_relation = api.Relation.create(identifier=identifier, schema=schema, type='table') -%}\n\n {%- set non_destructive_mode = (flags.NON_DESTRUCTIVE == True) -%}\n {%- set full_refresh_mode = (flags.FULL_REFRESH == True) -%}\n\n {%- set exists_as_table = (old_relation is not none and old_relation.is_table) -%}\n {%- set exists_not_as_table = (old_relation is not none and not old_relation.is_table) -%}\n\n {%- set should_truncate = (non_destructive_mode and full_refresh_mode and exists_as_table) -%}\n {%- set should_drop = (not should_truncate and (full_refresh_mode or exists_not_as_table)) -%}\n {%- set force_create = (flags.FULL_REFRESH and not flags.NON_DESTRUCTIVE) -%}\n\n -- setup\n {% if old_relation is none -%}\n -- noop\n {%- elif should_truncate -%}\n {{adapter.truncate_relation(old_relation)}}\n {%- elif should_drop -%}\n {{adapter.drop_relation(old_relation)}}\n {%- set old_relation = none -%}\n {%- endif %}\n\n {{run_hooks(pre_hooks, inside_transaction=False)}}\n\n -- `begin` happens here, so `commit` after it to finish the transaction\n {{run_hooks(pre_hooks, inside_transaction=True)}}\n {% call statement() -%}\n begin; -- make extra sure we've closed out the transaction\n commit;\n {%- endcall %}\n\n -- build model\n {% if force_create or old_relation is none -%}\n {# Create an empty target table -#}\n {% call statement('main') -%}\n {%- set empty_sql = sql | replace(\"__PERIOD_FILTER__\", 'false') -%}\n {{create_table_as(False, target_relation, empty_sql)}}\n {%- endcall %}\n {%- endif %}\n\n {% set _ = dbt_utils.get_period_boundaries(schema,\n identifier,\n timestamp_field,\n start_date,\n stop_date,\n period) %}\n {%- set start_timestamp = load_result('period_boundaries')['data'][0][0] | string -%}\n {%- set stop_timestamp = load_result('period_boundaries')['data'][0][1] | string -%}\n {%- set num_periods = load_result('period_boundaries')['data'][0][2] | int -%}\n\n {% set target_columns = adapter.get_columns_in_relation(target_relation) %}\n {%- set target_cols_csv = target_columns | map(attribute='quoted') | join(', ') -%}\n {%- set loop_vars = {'sum_rows_inserted': 0} -%}\n\n -- commit each period as a separate transaction\n {% for i in range(num_periods) -%}\n {%- set msg = \"Running for \" ~ period ~ \" \" ~ (i + 1) ~ \" of \" ~ (num_periods) -%}\n {{ dbt_utils.log_info(msg) }}\n\n {%- set tmp_identifier = model['name'] ~ '__dbt_incremental_period' ~ i ~ '_tmp' -%}\n {%- set tmp_relation = api.Relation.create(identifier=tmp_identifier,\n schema=schema, type='table') -%}\n {% call statement() -%}\n {% set tmp_table_sql = dbt_utils.get_period_sql(target_cols_csv,\n sql,\n timestamp_field,\n period,\n start_timestamp,\n stop_timestamp,\n i) %}\n {{dbt.create_table_as(True, tmp_relation, tmp_table_sql)}}\n {%- endcall %}\n\n {{adapter.expand_target_column_types(from_relation=tmp_relation,\n to_relation=target_relation)}}\n {%- set name = 'main-' ~ i -%}\n {% call statement(name, fetch_result=True) -%}\n insert into {{target_relation}} ({{target_cols_csv}})\n (\n select\n {{target_cols_csv}}\n from {{tmp_relation.include(schema=False)}}\n );\n {%- endcall %}\n {% set result = load_result('main-' ~ i) %}\n {% if 'response' in result.keys() %} {# added in v0.19.0 #}\n {% set rows_inserted = result['response']['rows_affected'] %}\n {% else %} {# older versions #}\n {% set rows_inserted = result['status'].split(\" \")[2] | int %}\n {% endif %}\n\n {%- set sum_rows_inserted = loop_vars['sum_rows_inserted'] + rows_inserted -%}\n {%- if loop_vars.update({'sum_rows_inserted': sum_rows_inserted}) %} {% endif -%}\n\n {%- set msg = \"Ran for \" ~ period ~ \" \" ~ (i + 1) ~ \" of \" ~ (num_periods) ~ \"; \" ~ rows_inserted ~ \" records inserted\" -%}\n {{ dbt_utils.log_info(msg) }}\n\n {%- endfor %}\n\n {% call statement() -%}\n begin;\n {%- endcall %}\n\n {{run_hooks(post_hooks, inside_transaction=True)}}\n\n {% call statement() -%}\n commit;\n {%- endcall %}\n\n {{run_hooks(post_hooks, inside_transaction=False)}}\n\n {%- set status_string = \"INSERT \" ~ loop_vars['sum_rows_inserted'] -%}\n\n {% call noop_statement('main', status_string) -%}\n -- no-op\n {%- endcall %}\n\n -- Return the relations created in this materialization\n {{ return({'relations': [target_relation]}) }}\n\n{%- endmaterialization %}", "depends_on": {"macros": ["macro.dbt.run_hooks", "macro.dbt.statement", "macro.dbt.create_table_as", "macro.dbt_utils.get_period_boundaries", "macro.dbt_utils.log_info", "macro.dbt_utils.get_period_sql", "macro.dbt.noop_statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0457332, "supported_languages": ["sql"]}, "macro.dbt_utils.get_url_host": {"name": "get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.get_url_host", "macro_sql": "{% macro get_url_host(field) -%}\n {{ return(adapter.dispatch('get_url_host', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_host"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.046069, "supported_languages": null}, "macro.dbt_utils.default__get_url_host": {"name": "default__get_url_host", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_host.sql", "original_file_path": "macros/web/get_url_host.sql", "unique_id": "macro.dbt_utils.default__get_url_host", "macro_sql": "{% macro default__get_url_host(field) -%}\n\n{%- set parsed =\n split_part(\n split_part(\n replace(\n replace(\n replace(field, \"'android-app://'\", \"''\"\n ), \"'http://'\", \"''\"\n ), \"'https://'\", \"''\"\n ), \"'/'\", 1\n ), \"'?'\", 1\n )\n\n-%}\n\n\n {{ dbt.safe_cast(\n parsed,\n type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.split_part", "macro.dbt_utils.replace", "macro.dbt.safe_cast", "macro.dbt_utils.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.046464, "supported_languages": null}, "macro.dbt_utils.get_url_path": {"name": "get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.get_url_path", "macro_sql": "{% macro get_url_path(field) -%}\n {{ return(adapter.dispatch('get_url_path', 'dbt_utils')(field)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_path"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0468009, "supported_languages": null}, "macro.dbt_utils.default__get_url_path": {"name": "default__get_url_path", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_path.sql", "original_file_path": "macros/web/get_url_path.sql", "unique_id": "macro.dbt_utils.default__get_url_path", "macro_sql": "{% macro default__get_url_path(field) -%}\n\n {%- set stripped_url =\n replace(\n replace(field, \"'http://'\", \"''\"), \"'https://'\", \"''\")\n -%}\n\n {%- set first_slash_pos -%}\n coalesce(\n nullif({{ position(\"'/'\", stripped_url) }}, 0),\n {{ position(\"'?'\", stripped_url) }} - 1\n )\n {%- endset -%}\n\n {%- set parsed_path =\n split_part(\n right(\n stripped_url,\n length(stripped_url) ~ \"-\" ~ first_slash_pos\n ),\n \"'?'\", 1\n )\n -%}\n\n {{ safe_cast(\n parsed_path,\n type_string()\n )}}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.replace", "macro.dbt_utils.position", "macro.dbt_utils.split_part", "macro.dbt_utils.right", "macro.dbt_utils.length", "macro.dbt_utils.safe_cast", "macro.dbt_utils.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.047337, "supported_languages": null}, "macro.dbt_utils.get_url_parameter": {"name": "get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.get_url_parameter", "macro_sql": "{% macro get_url_parameter(field, url_parameter) -%}\n {{ return(adapter.dispatch('get_url_parameter', 'dbt_utils')(field, url_parameter)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_url_parameter"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.047626, "supported_languages": null}, "macro.dbt_utils.default__get_url_parameter": {"name": "default__get_url_parameter", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/web/get_url_parameter.sql", "original_file_path": "macros/web/get_url_parameter.sql", "unique_id": "macro.dbt_utils.default__get_url_parameter", "macro_sql": "{% macro default__get_url_parameter(field, url_parameter) -%}\n\n{%- set formatted_url_parameter = \"'\" + url_parameter + \"='\" -%}\n\n{%- set split = split_part(split_part(field, formatted_url_parameter, 2), \"'&'\", 1) -%}\n\nnullif({{ split }},'')\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.split_part"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.047905, "supported_languages": null}, "macro.dbt_utils.test_fewer_rows_than": {"name": "test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.test_fewer_rows_than", "macro_sql": "{% test fewer_rows_than(model, compare_model) %}\n {{ return(adapter.dispatch('test_fewer_rows_than', 'dbt_utils')(model, compare_model)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_fewer_rows_than"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.048231, "supported_languages": null}, "macro.dbt_utils.default__test_fewer_rows_than": {"name": "default__test_fewer_rows_than", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/fewer_rows_than.sql", "original_file_path": "macros/generic_tests/fewer_rows_than.sql", "unique_id": "macro.dbt_utils.default__test_fewer_rows_than", "macro_sql": "{% macro default__test_fewer_rows_than(model, compare_model) %}\n\n{{ config(fail_calc = 'coalesce(row_count_delta, 0)') }}\n\nwith a as (\n\n select count(*) as count_our_model from {{ model }}\n\n),\nb as (\n\n select count(*) as count_comparison_model from {{ compare_model }}\n\n),\ncounts as (\n\n select\n count_our_model,\n count_comparison_model\n from a\n cross join b\n\n),\nfinal as (\n\n select *,\n case\n -- fail the test if we have more rows than the reference model and return the row count delta\n when count_our_model > count_comparison_model then (count_our_model - count_comparison_model)\n -- fail the test if they are the same number\n when count_our_model = count_comparison_model then 1\n -- pass the test if the delta is positive (i.e. return the number 0)\n else 0\n end as row_count_delta\n from counts\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.04845, "supported_languages": null}, "macro.dbt_utils.test_equal_rowcount": {"name": "test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.test_equal_rowcount", "macro_sql": "{% test equal_rowcount(model, compare_model) %}\n {{ return(adapter.dispatch('test_equal_rowcount', 'dbt_utils')(model, compare_model)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equal_rowcount"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.04879, "supported_languages": null}, "macro.dbt_utils.default__test_equal_rowcount": {"name": "default__test_equal_rowcount", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equal_rowcount.sql", "original_file_path": "macros/generic_tests/equal_rowcount.sql", "unique_id": "macro.dbt_utils.default__test_equal_rowcount", "macro_sql": "{% macro default__test_equal_rowcount(model, compare_model) %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = 'coalesce(diff_count, 0)') }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\nwith a as (\n\n select count(*) as count_a from {{ model }}\n\n),\nb as (\n\n select count(*) as count_b from {{ compare_model }}\n\n),\nfinal as (\n\n select\n count_a,\n count_b,\n abs(count_a - count_b) as diff_count\n from a\n cross join b\n\n)\n\nselect * from final\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.049066, "supported_languages": null}, "macro.dbt_utils.test_relationships_where": {"name": "test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.test_relationships_where", "macro_sql": "{% test relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n {{ return(adapter.dispatch('test_relationships_where', 'dbt_utils')(model, column_name, to, field, from_condition, to_condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_relationships_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0495229, "supported_languages": null}, "macro.dbt_utils.default__test_relationships_where": {"name": "default__test_relationships_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/relationships_where.sql", "original_file_path": "macros/generic_tests/relationships_where.sql", "unique_id": "macro.dbt_utils.default__test_relationships_where", "macro_sql": "{% macro default__test_relationships_where(model, column_name, to, field, from_condition=\"1=1\", to_condition=\"1=1\") %}\n\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n\nwith left_table as (\n\n select\n {{column_name}} as id\n\n from {{model}}\n\n where {{column_name}} is not null\n and {{from_condition}}\n\n),\n\nright_table as (\n\n select\n {{field}} as id\n\n from {{to}}\n\n where {{field}} is not null\n and {{to_condition}}\n\n),\n\nexceptions as (\n\n select\n left_table.id,\n right_table.id as right_id\n\n from left_table\n\n left join right_table\n on left_table.id = right_table.id\n\n where right_table.id is null\n\n)\n\nselect * from exceptions\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.049836, "supported_languages": null}, "macro.dbt_utils.test_recency": {"name": "test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.test_recency", "macro_sql": "{% test recency(model, field, datepart, interval) %}\n {{ return(adapter.dispatch('test_recency', 'dbt_utils')(model, field, datepart, interval)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_recency"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0501702, "supported_languages": null}, "macro.dbt_utils.default__test_recency": {"name": "default__test_recency", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/recency.sql", "original_file_path": "macros/generic_tests/recency.sql", "unique_id": "macro.dbt_utils.default__test_recency", "macro_sql": "{% macro default__test_recency(model, field, datepart, interval) %}\n\n{% set threshold = dateadd(datepart, interval * -1, current_timestamp()) %}\n\nwith recency as (\n\n select max({{field}}) as most_recent\n from {{ model }}\n\n)\n\nselect\n\n most_recent,\n {{ threshold }} as threshold\n\nfrom recency\nwhere most_recent < {{ threshold }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.dateadd", "macro.dbt_utils.current_timestamp"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.050459, "supported_languages": null}, "macro.dbt_utils.test_not_constant": {"name": "test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.test_not_constant", "macro_sql": "{% test not_constant(model, column_name) %}\n {{ return(adapter.dispatch('test_not_constant', 'dbt_utils')(model, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_constant"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.050747, "supported_languages": null}, "macro.dbt_utils.default__test_not_constant": {"name": "default__test_not_constant", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_constant.sql", "original_file_path": "macros/generic_tests/not_constant.sql", "unique_id": "macro.dbt_utils.default__test_not_constant", "macro_sql": "{% macro default__test_not_constant(model, column_name) %}\n\n\nselect\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n count(distinct {{ column_name }}) as filler_column\n\nfrom {{ model }}\n\nhaving count(distinct {{ column_name }}) = 1\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.050907, "supported_languages": null}, "macro.dbt_utils.test_accepted_range": {"name": "test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.test_accepted_range", "macro_sql": "{% test accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n {{ return(adapter.dispatch('test_accepted_range', 'dbt_utils')(model, column_name, min_value, max_value, inclusive)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_accepted_range"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0513558, "supported_languages": null}, "macro.dbt_utils.default__test_accepted_range": {"name": "default__test_accepted_range", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/accepted_range.sql", "original_file_path": "macros/generic_tests/accepted_range.sql", "unique_id": "macro.dbt_utils.default__test_accepted_range", "macro_sql": "{% macro default__test_accepted_range(model, column_name, min_value=none, max_value=none, inclusive=true) %}\n\nwith meet_condition as(\n select *\n from {{ model }}\n),\n\nvalidation_errors as (\n select *\n from meet_condition\n where\n -- never true, defaults to an empty result set. Exists to ensure any combo of the `or` clauses below succeeds\n 1 = 2\n\n {%- if min_value is not none %}\n -- records with a value >= min_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} > {{- \"=\" if inclusive }} {{ min_value }}\n {%- endif %}\n\n {%- if max_value is not none %}\n -- records with a value <= max_value are permitted. The `not` flips this to find records that don't meet the rule.\n or not {{ column_name }} < {{- \"=\" if inclusive }} {{ max_value }}\n {%- endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.051853, "supported_languages": null}, "macro.dbt_utils.test_not_accepted_values": {"name": "test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.test_not_accepted_values", "macro_sql": "{% test not_accepted_values(model, column_name, values, quote=True) %}\n {{ return(adapter.dispatch('test_not_accepted_values', 'dbt_utils')(model, column_name, values, quote)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_accepted_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.052255, "supported_languages": null}, "macro.dbt_utils.default__test_not_accepted_values": {"name": "default__test_not_accepted_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_accepted_values.sql", "original_file_path": "macros/generic_tests/not_accepted_values.sql", "unique_id": "macro.dbt_utils.default__test_not_accepted_values", "macro_sql": "{% macro default__test_not_accepted_values(model, column_name, values, quote=True) %}\nwith all_values as (\n\n select distinct\n {{ column_name }} as value_field\n\n from {{ model }}\n\n),\n\nvalidation_errors as (\n\n select\n value_field\n\n from all_values\n where value_field in (\n {% for value in values -%}\n {% if quote -%}\n '{{ value }}'\n {%- else -%}\n {{ value }}\n {%- endif -%}\n {%- if not loop.last -%},{%- endif %}\n {%- endfor %}\n )\n\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.052611, "supported_languages": null}, "macro.dbt_utils.test_unique_where": {"name": "test_unique_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/test_unique_where.sql", "original_file_path": "macros/generic_tests/test_unique_where.sql", "unique_id": "macro.dbt_utils.test_unique_where", "macro_sql": "{% test unique_where(model, column_name) %}\r\n {%- set deprecation_warning = '\r\n Warning: `dbt_utils.unique_where` is no longer supported.\r\n Starting in dbt v0.20.0, the built-in `unique` test supports a `where` config.\r\n ' -%}\r\n {%- do exceptions.warn(deprecation_warning) -%}\r\n {{ return(adapter.dispatch('test_unique_where', 'dbt_utils')(model, column_name)) }}\r\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.052981, "supported_languages": null}, "macro.dbt_utils.default__test_unique_where": {"name": "default__test_unique_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/test_unique_where.sql", "original_file_path": "macros/generic_tests/test_unique_where.sql", "unique_id": "macro.dbt_utils.default__test_unique_where", "macro_sql": "{% macro default__test_unique_where(model, column_name) %}\r\n {{ return(test_unique(model, column_name)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.test_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0531359, "supported_languages": null}, "macro.dbt_utils.test_at_least_one": {"name": "test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.test_at_least_one", "macro_sql": "{% test at_least_one(model, column_name) %}\n {{ return(adapter.dispatch('test_at_least_one', 'dbt_utils')(model, column_name)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_at_least_one"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.053429, "supported_languages": null}, "macro.dbt_utils.default__test_at_least_one": {"name": "default__test_at_least_one", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/at_least_one.sql", "original_file_path": "macros/generic_tests/at_least_one.sql", "unique_id": "macro.dbt_utils.default__test_at_least_one", "macro_sql": "{% macro default__test_at_least_one(model, column_name) %}\n\nselect *\nfrom (\n select\n {# In TSQL, subquery aggregate columns need aliases #}\n {# thus: a filler col name, 'filler_column' #}\n count({{ column_name }}) as filler_column\n\n from {{ model }}\n\n having count({{ column_name }}) = 0\n\n) validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.053591, "supported_languages": null}, "macro.dbt_utils.test_unique_combination_of_columns": {"name": "test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.test_unique_combination_of_columns", "macro_sql": "{% test unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n {{ return(adapter.dispatch('test_unique_combination_of_columns', 'dbt_utils')(model, combination_of_columns, quote_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_unique_combination_of_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.054016, "supported_languages": null}, "macro.dbt_utils.default__test_unique_combination_of_columns": {"name": "default__test_unique_combination_of_columns", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/unique_combination_of_columns.sql", "original_file_path": "macros/generic_tests/unique_combination_of_columns.sql", "unique_id": "macro.dbt_utils.default__test_unique_combination_of_columns", "macro_sql": "{% macro default__test_unique_combination_of_columns(model, combination_of_columns, quote_columns=false) %}\n\n{% if not quote_columns %}\n {%- set column_list=combination_of_columns %}\n{% elif quote_columns %}\n {%- set column_list=[] %}\n {% for column in combination_of_columns -%}\n {% set column_list = column_list.append( adapter.quote(column) ) %}\n {%- endfor %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`quote_columns` argument for unique_combination_of_columns test must be one of [True, False] Got: '\" ~ quote ~\"'.'\"\n ) }}\n{% endif %}\n\n{%- set columns_csv=column_list | join(', ') %}\n\n\nwith validation_errors as (\n\n select\n {{ columns_csv }}\n from {{ model }}\n group by {{ columns_csv }}\n having count(*) > 1\n\n)\n\nselect *\nfrom validation_errors\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0546, "supported_languages": null}, "macro.dbt_utils.test_cardinality_equality": {"name": "test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.test_cardinality_equality", "macro_sql": "{% test cardinality_equality(model, column_name, to, field) %}\n {{ return(adapter.dispatch('test_cardinality_equality', 'dbt_utils')(model, column_name, to, field)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_cardinality_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0549738, "supported_languages": null}, "macro.dbt_utils.default__test_cardinality_equality": {"name": "default__test_cardinality_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/cardinality_equality.sql", "original_file_path": "macros/generic_tests/cardinality_equality.sql", "unique_id": "macro.dbt_utils.default__test_cardinality_equality", "macro_sql": "{% macro default__test_cardinality_equality(model, column_name, to, field) %}\n\n{# T-SQL does not let you use numbers as aliases for columns #}\n{# Thus, no \"GROUP BY 1\" #}\n\nwith table_a as (\nselect\n {{ column_name }},\n count(*) as num_rows\nfrom {{ model }}\ngroup by {{ column_name }}\n),\n\ntable_b as (\nselect\n {{ field }},\n count(*) as num_rows\nfrom {{ to }}\ngroup by {{ field }}\n),\n\nexcept_a as (\n select *\n from table_a\n {{ except() }}\n select *\n from table_b\n),\n\nexcept_b as (\n select *\n from table_b\n {{ except() }}\n select *\n from table_a\n),\n\nunioned as (\n select *\n from except_a\n union all\n select *\n from except_b\n)\n\nselect *\nfrom unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.055279, "supported_languages": null}, "macro.dbt_utils.test_expression_is_true": {"name": "test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.test_expression_is_true", "macro_sql": "{% test expression_is_true(model, expression, column_name=None, condition='1=1') %}\n{# T-SQL has no boolean data type so we use 1=1 which returns TRUE #}\n{# ref https://stackoverflow.com/a/7170753/3842610 #}\n {{ return(adapter.dispatch('test_expression_is_true', 'dbt_utils')(model, expression, column_name, condition)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_expression_is_true"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.055686, "supported_languages": null}, "macro.dbt_utils.default__test_expression_is_true": {"name": "default__test_expression_is_true", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/expression_is_true.sql", "original_file_path": "macros/generic_tests/expression_is_true.sql", "unique_id": "macro.dbt_utils.default__test_expression_is_true", "macro_sql": "{% macro default__test_expression_is_true(model, expression, column_name, condition) %}\n\nwith meet_condition as (\n select * from {{ model }} where {{ condition }}\n)\n\nselect\n *\nfrom meet_condition\n{% if column_name is none %}\nwhere not({{ expression }})\n{%- else %}\nwhere not({{ column_name }} {{ expression }})\n{%- endif %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.055951, "supported_languages": null}, "macro.dbt_utils.test_not_null_proportion": {"name": "test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.test_not_null_proportion", "macro_sql": "{% macro test_not_null_proportion(model) %}\n {{ return(adapter.dispatch('test_not_null_proportion', 'dbt_utils')(model, **kwargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.056282, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_proportion": {"name": "default__test_not_null_proportion", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/not_null_proportion.sql", "original_file_path": "macros/generic_tests/not_null_proportion.sql", "unique_id": "macro.dbt_utils.default__test_not_null_proportion", "macro_sql": "{% macro default__test_not_null_proportion(model) %}\n\n{% set column_name = kwargs.get('column_name', kwargs.get('arg')) %}\n{% set at_least = kwargs.get('at_least', kwargs.get('arg')) %}\n{% set at_most = kwargs.get('at_most', kwargs.get('arg', 1)) %}\n\nwith validation as (\n select\n sum(case when {{ column_name }} is null then 0 else 1 end) / cast(count(*) as numeric) as not_null_proportion\n from {{ model }}\n),\nvalidation_errors as (\n select\n not_null_proportion\n from validation\n where not_null_proportion < {{ at_least }} or not_null_proportion > {{ at_most }}\n)\nselect\n *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.056751, "supported_languages": null}, "macro.dbt_utils.test_sequential_values": {"name": "test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.test_sequential_values", "macro_sql": "{% test sequential_values(model, column_name, interval=1, datepart=None) %}\n\n {{ return(adapter.dispatch('test_sequential_values', 'dbt_utils')(model, column_name, interval, datepart)) }}\n\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_sequential_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0571961, "supported_languages": null}, "macro.dbt_utils.default__test_sequential_values": {"name": "default__test_sequential_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/sequential_values.sql", "original_file_path": "macros/generic_tests/sequential_values.sql", "unique_id": "macro.dbt_utils.default__test_sequential_values", "macro_sql": "{% macro default__test_sequential_values(model, column_name, interval=1, datepart=None) %}\n\n{% set previous_column_name = \"previous_\" ~ dbt_utils.slugify(column_name) %}\n\nwith windowed as (\n\n select\n {{ column_name }},\n lag({{ column_name }}) over (\n order by {{ column_name }}\n ) as {{ previous_column_name }}\n from {{ model }}\n),\n\nvalidation_errors as (\n select\n *\n from windowed\n {% if datepart %}\n where not(cast({{ column_name }} as {{ type_timestamp() }})= cast({{ dateadd(datepart, interval, previous_column_name) }} as {{ type_timestamp() }}))\n {% else %}\n where not({{ column_name }} = {{ previous_column_name }} + {{ interval }})\n {% endif %}\n)\n\nselect *\nfrom validation_errors\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.slugify", "macro.dbt_utils.type_timestamp", "macro.dbt_utils.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.057804, "supported_languages": null}, "macro.dbt_utils.test_not_null_where": {"name": "test_not_null_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/test_not_null_where.sql", "original_file_path": "macros/generic_tests/test_not_null_where.sql", "unique_id": "macro.dbt_utils.test_not_null_where", "macro_sql": "{% test not_null_where(model, column_name) %}\r\n {%- set deprecation_warning = '\r\n Warning: `dbt_utils.not_null_where` is no longer supported.\r\n Starting in dbt v0.20.0, the built-in `not_null` test supports a `where` config.\r\n ' -%}\r\n {%- do exceptions.warn(deprecation_warning) -%}\r\n {{ return(adapter.dispatch('test_not_null_where', 'dbt_utils')(model, column_name)) }}\r\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_not_null_where"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.05818, "supported_languages": null}, "macro.dbt_utils.default__test_not_null_where": {"name": "default__test_not_null_where", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/test_not_null_where.sql", "original_file_path": "macros/generic_tests/test_not_null_where.sql", "unique_id": "macro.dbt_utils.default__test_not_null_where", "macro_sql": "{% macro default__test_not_null_where(model, column_name) %}\r\n {{ return(test_not_null(model, column_name)) }}\r\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.test_not_null"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.058335, "supported_languages": null}, "macro.dbt_utils.test_equality": {"name": "test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.test_equality", "macro_sql": "{% test equality(model, compare_model, compare_columns=None) %}\n {{ return(adapter.dispatch('test_equality', 'dbt_utils')(model, compare_model, compare_columns)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_equality"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0588381, "supported_languages": null}, "macro.dbt_utils.default__test_equality": {"name": "default__test_equality", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/equality.sql", "original_file_path": "macros/generic_tests/equality.sql", "unique_id": "macro.dbt_utils.default__test_equality", "macro_sql": "{% macro default__test_equality(model, compare_model, compare_columns=None) %}\n\n{% set set_diff %}\n count(*) + coalesce(abs(\n sum(case when which_diff = 'a_minus_b' then 1 else 0 end) -\n sum(case when which_diff = 'b_minus_a' then 1 else 0 end)\n ), 0)\n{% endset %}\n\n{#-- Needs to be set at parse time, before we return '' below --#}\n{{ config(fail_calc = set_diff) }}\n\n{#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n{%- if not execute -%}\n {{ return('') }}\n{% endif %}\n\n-- setup\n{%- do dbt_utils._is_relation(model, 'test_equality') -%}\n\n{#-\nIf the compare_cols arg is provided, we can run this test without querying the\ninformation schema\u00a0\u2014 this allows the model to be an ephemeral model\n-#}\n\n{%- if not compare_columns -%}\n {%- do dbt_utils._is_ephemeral(model, 'test_equality') -%}\n {%- set compare_columns = adapter.get_columns_in_relation(model) | map(attribute='quoted') -%}\n{%- endif -%}\n\n{% set compare_cols_csv = compare_columns | join(', ') %}\n\nwith a as (\n\n select * from {{ model }}\n\n),\n\nb as (\n\n select * from {{ compare_model }}\n\n),\n\na_minus_b as (\n\n select {{compare_cols_csv}} from a\n {{ except() }}\n select {{compare_cols_csv}} from b\n\n),\n\nb_minus_a as (\n\n select {{compare_cols_csv}} from b\n {{ except() }}\n select {{compare_cols_csv}} from a\n\n),\n\nunioned as (\n\n select 'a_minus_b' as which_diff, a_minus_b.* from a_minus_b\n union all\n select 'b_minus_a' as which_diff, b_minus_a.* from b_minus_a\n\n)\n\nselect * from unioned\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.05965, "supported_languages": null}, "macro.dbt_utils.test_mutually_exclusive_ranges": {"name": "test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.test_mutually_exclusive_ranges", "macro_sql": "{% test mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n {{ return(adapter.dispatch('test_mutually_exclusive_ranges', 'dbt_utils')(model, lower_bound_column, upper_bound_column, partition_by, gaps, zero_length_range_allowed)) }}\n{% endtest %}", "depends_on": {"macros": ["macro.dbt_utils.default__test_mutually_exclusive_ranges"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.060509, "supported_languages": null}, "macro.dbt_utils.default__test_mutually_exclusive_ranges": {"name": "default__test_mutually_exclusive_ranges", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/generic_tests/mutually_exclusive_ranges.sql", "original_file_path": "macros/generic_tests/mutually_exclusive_ranges.sql", "unique_id": "macro.dbt_utils.default__test_mutually_exclusive_ranges", "macro_sql": "{% macro default__test_mutually_exclusive_ranges(model, lower_bound_column, upper_bound_column, partition_by=None, gaps='allowed', zero_length_range_allowed=False) %}\n{% if gaps == 'not_allowed' %}\n {% set allow_gaps_operator='=' %}\n {% set allow_gaps_operator_in_words='equal_to' %}\n{% elif gaps == 'allowed' %}\n {% set allow_gaps_operator='<=' %}\n {% set allow_gaps_operator_in_words='less_than_or_equal_to' %}\n{% elif gaps == 'required' %}\n {% set allow_gaps_operator='<' %}\n {% set allow_gaps_operator_in_words='less_than' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`gaps` argument for mutually_exclusive_ranges test must be one of ['not_allowed', 'allowed', 'required'] Got: '\" ~ gaps ~\"'.'\"\n ) }}\n{% endif %}\n{% if not zero_length_range_allowed %}\n {% set allow_zero_length_operator='<' %}\n {% set allow_zero_length_operator_in_words='less_than' %}\n{% elif zero_length_range_allowed %}\n {% set allow_zero_length_operator='<=' %}\n {% set allow_zero_length_operator_in_words='less_than_or_equal_to' %}\n{% else %}\n {{ exceptions.raise_compiler_error(\n \"`zero_length_range_allowed` argument for mutually_exclusive_ranges test must be one of [true, false] Got: '\" ~ zero_length_range_allowed ~\"'.'\"\n ) }}\n{% endif %}\n\n{% set partition_clause=\"partition by \" ~ partition_by if partition_by else '' %}\n\nwith window_functions as (\n\n select\n {% if partition_by %}\n {{ partition_by }} as partition_by_col,\n {% endif %}\n {{ lower_bound_column }} as lower_bound,\n {{ upper_bound_column }} as upper_bound,\n\n lead({{ lower_bound_column }}) over (\n {{ partition_clause }}\n order by {{ lower_bound_column }}, {{ upper_bound_column }}\n ) as next_lower_bound,\n\n row_number() over (\n {{ partition_clause }}\n order by {{ lower_bound_column }} desc, {{ upper_bound_column }} desc\n ) = 1 as is_last_record\n\n from {{ model }}\n\n),\n\ncalc as (\n -- We want to return records where one of our assumptions fails, so we'll use\n -- the `not` function with `and` statements so we can write our assumptions nore cleanly\n select\n *,\n\n -- For each record: lower_bound should be < upper_bound.\n -- Coalesce it to return an error on the null case (implicit assumption\n -- these columns are not_null)\n coalesce(\n lower_bound {{ allow_zero_length_operator }} upper_bound,\n false\n ) as lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound,\n\n -- For each record: upper_bound {{ allow_gaps_operator }} the next lower_bound.\n -- Coalesce it to handle null cases for the last record.\n coalesce(\n upper_bound {{ allow_gaps_operator }} next_lower_bound,\n is_last_record,\n false\n ) as upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n\n from window_functions\n\n),\n\nvalidation_errors as (\n\n select\n *\n from calc\n\n where not(\n -- THE FOLLOWING SHOULD BE TRUE --\n lower_bound_{{ allow_zero_length_operator_in_words }}_upper_bound\n and upper_bound_{{ allow_gaps_operator_in_words }}_next_lower_bound\n )\n)\n\nselect * from validation_errors\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0619159, "supported_languages": null}, "macro.dbt_utils.pretty_log_format": {"name": "pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.pretty_log_format", "macro_sql": "{% macro pretty_log_format(message) %}\n {{ return(adapter.dispatch('pretty_log_format', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0621738, "supported_languages": null}, "macro.dbt_utils.default__pretty_log_format": {"name": "default__pretty_log_format", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_log_format.sql", "original_file_path": "macros/jinja_helpers/pretty_log_format.sql", "unique_id": "macro.dbt_utils.default__pretty_log_format", "macro_sql": "{% macro default__pretty_log_format(message) %}\n {{ return( dbt_utils.pretty_time() ~ ' + ' ~ message) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.062331, "supported_languages": null}, "macro.dbt_utils._is_relation": {"name": "_is_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_relation.sql", "original_file_path": "macros/jinja_helpers/_is_relation.sql", "unique_id": "macro.dbt_utils._is_relation", "macro_sql": "{% macro _is_relation(obj, macro) %}\n {%- if not (obj is mapping and obj.get('metadata', {}).get('type', '').endswith('Relation')) -%}\n {%- do exceptions.raise_compiler_error(\"Macro \" ~ macro ~ \" expected a Relation but received the value: \" ~ obj) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.062745, "supported_languages": null}, "macro.dbt_utils.pretty_time": {"name": "pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.pretty_time", "macro_sql": "{% macro pretty_time(format='%H:%M:%S') %}\n {{ return(adapter.dispatch('pretty_time', 'dbt_utils')(format)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pretty_time"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.063006, "supported_languages": null}, "macro.dbt_utils.default__pretty_time": {"name": "default__pretty_time", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/pretty_time.sql", "original_file_path": "macros/jinja_helpers/pretty_time.sql", "unique_id": "macro.dbt_utils.default__pretty_time", "macro_sql": "{% macro default__pretty_time(format='%H:%M:%S') %}\n {{ return(modules.datetime.datetime.now().strftime(format)) }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.063183, "supported_languages": null}, "macro.dbt_utils.log_info": {"name": "log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.log_info", "macro_sql": "{% macro log_info(message) %}\n {{ return(adapter.dispatch('log_info', 'dbt_utils')(message)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__log_info"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0634198, "supported_languages": null}, "macro.dbt_utils.default__log_info": {"name": "default__log_info", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/log_info.sql", "original_file_path": "macros/jinja_helpers/log_info.sql", "unique_id": "macro.dbt_utils.default__log_info", "macro_sql": "{% macro default__log_info(message) %}\n {{ log(dbt_utils.pretty_log_format(message), info=True) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.pretty_log_format"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0635772, "supported_languages": null}, "macro.dbt_utils.slugify": {"name": "slugify", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/slugify.sql", "original_file_path": "macros/jinja_helpers/slugify.sql", "unique_id": "macro.dbt_utils.slugify", "macro_sql": "{% macro slugify(string) %}\n\n{#- Lower case the string -#}\n{% set string = string | lower %}\n{#- Replace spaces and dashes with underscores -#}\n{% set string = modules.re.sub('[ -]+', '_', string) %}\n{#- Only take letters, numbers, and underscores -#}\n{% set string = modules.re.sub('[^a-z0-9_]+', '', string) %}\n\n{{ return(string) }}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0640268, "supported_languages": null}, "macro.dbt_utils._is_ephemeral": {"name": "_is_ephemeral", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/jinja_helpers/_is_ephemeral.sql", "original_file_path": "macros/jinja_helpers/_is_ephemeral.sql", "unique_id": "macro.dbt_utils._is_ephemeral", "macro_sql": "{% macro _is_ephemeral(obj, macro) %}\n {%- if obj.is_cte -%}\n {% set ephemeral_prefix = api.Relation.add_ephemeral_prefix('') %}\n {% if obj.name.startswith(ephemeral_prefix) %}\n {% set model_name = obj.name[(ephemeral_prefix|length):] %}\n {% else %}\n {% set model_name = obj.name %}\n {%- endif -%}\n {% set error_message %}\nThe `{{ macro }}` macro cannot be used with ephemeral models, as it relies on the information schema.\n\n`{{ model_name }}` is an ephemeral model. Consider making it a view or table instead.\n {% endset %}\n {%- do exceptions.raise_compiler_error(error_message) -%}\n {%- endif -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.064699, "supported_languages": null}, "macro.dbt_utils.get_intervals_between": {"name": "get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.get_intervals_between", "macro_sql": "{% macro get_intervals_between(start_date, end_date, datepart) -%}\n {{ return(adapter.dispatch('get_intervals_between', 'dbt_utils')(start_date, end_date, datepart)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_intervals_between"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.065195, "supported_languages": null}, "macro.dbt_utils.default__get_intervals_between": {"name": "default__get_intervals_between", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__get_intervals_between", "macro_sql": "{% macro default__get_intervals_between(start_date, end_date, datepart) -%}\n {%- call statement('get_intervals_between', fetch_result=True) %}\n\n select {{ datediff(start_date, end_date, datepart) }}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_intervals_between') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values[0]) }}\n {%- else -%}\n {{ return(1) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.datediff"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0657961, "supported_languages": null}, "macro.dbt_utils.date_spine": {"name": "date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.date_spine", "macro_sql": "{% macro date_spine(datepart, start_date, end_date) %}\n {{ return(adapter.dispatch('date_spine', 'dbt_utils')(datepart, start_date, end_date)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__date_spine"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.066012, "supported_languages": null}, "macro.dbt_utils.default__date_spine": {"name": "default__date_spine", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/date_spine.sql", "original_file_path": "macros/sql/date_spine.sql", "unique_id": "macro.dbt_utils.default__date_spine", "macro_sql": "{% macro default__date_spine(datepart, start_date, end_date) %}\n\n\n{# call as follows:\n\ndate_spine(\n \"day\",\n \"to_date('01/01/2016', 'mm/dd/yyyy')\",\n \"dateadd(week, 1, current_date)\"\n) #}\n\n\nwith rawdata as (\n\n {{dbt_utils.generate_series(\n dbt_utils.get_intervals_between(start_date, end_date, datepart)\n )}}\n\n),\n\nall_periods as (\n\n select (\n {{\n dateadd(\n datepart,\n \"row_number() over (order by 1) - 1\",\n start_date\n )\n }}\n ) as date_{{datepart}}\n from rawdata\n\n),\n\nfiltered as (\n\n select *\n from all_periods\n where date_{{datepart}} <= {{ end_date }}\n\n)\n\nselect * from filtered\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.generate_series", "macro.dbt_utils.get_intervals_between", "macro.dbt_utils.dateadd"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0663471, "supported_languages": null}, "macro.dbt_utils.nullcheck_table": {"name": "nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.nullcheck_table", "macro_sql": "{% macro nullcheck_table(relation) %}\n {{ return(adapter.dispatch('nullcheck_table', 'dbt_utils')(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.066628, "supported_languages": null}, "macro.dbt_utils.default__nullcheck_table": {"name": "default__nullcheck_table", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck_table.sql", "original_file_path": "macros/sql/nullcheck_table.sql", "unique_id": "macro.dbt_utils.default__nullcheck_table", "macro_sql": "{% macro default__nullcheck_table(relation) %}\n\n {%- do dbt_utils._is_relation(relation, 'nullcheck_table') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'nullcheck_table') -%}\n {% set cols = adapter.get_columns_in_relation(relation) %}\n\n select {{ dbt_utils.nullcheck(cols) }}\n from {{relation}}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0669398, "supported_languages": null}, "macro.dbt_utils.get_relations_by_pattern": {"name": "get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.get_relations_by_pattern", "macro_sql": "{% macro get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_pattern', 'dbt_utils')(schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_pattern"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0674071, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_pattern": {"name": "default__get_relations_by_pattern", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_pattern.sql", "original_file_path": "macros/sql/get_relations_by_pattern.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_pattern", "macro_sql": "{% macro default__get_relations_by_pattern(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.068185, "supported_languages": null}, "macro.dbt_utils.get_powers_of_two": {"name": "get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.get_powers_of_two", "macro_sql": "{% macro get_powers_of_two(upper_bound) %}\n {{ return(adapter.dispatch('get_powers_of_two', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.06863, "supported_languages": null}, "macro.dbt_utils.default__get_powers_of_two": {"name": "default__get_powers_of_two", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__get_powers_of_two", "macro_sql": "{% macro default__get_powers_of_two(upper_bound) %}\n\n {% if upper_bound <= 0 %}\n {{ exceptions.raise_compiler_error(\"upper bound must be positive\") }}\n {% endif %}\n\n {% for _ in range(1, 100) %}\n {% if upper_bound <= 2 ** loop.index %}{{ return(loop.index) }}{% endif %}\n {% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.069, "supported_languages": null}, "macro.dbt_utils.generate_series": {"name": "generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.generate_series", "macro_sql": "{% macro generate_series(upper_bound) %}\n {{ return(adapter.dispatch('generate_series', 'dbt_utils')(upper_bound)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__generate_series"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.069175, "supported_languages": null}, "macro.dbt_utils.default__generate_series": {"name": "default__generate_series", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/generate_series.sql", "original_file_path": "macros/sql/generate_series.sql", "unique_id": "macro.dbt_utils.default__generate_series", "macro_sql": "{% macro default__generate_series(upper_bound) %}\n\n {% set n = dbt_utils.get_powers_of_two(upper_bound) %}\n\n with p as (\n select 0 as generated_number union all select 1\n ), unioned as (\n\n select\n\n {% for i in range(n) %}\n p{{i}}.generated_number * power(2, {{i}})\n {% if not loop.last %} + {% endif %}\n {% endfor %}\n + 1\n as generated_number\n\n from\n\n {% for i in range(n) %}\n p as p{{i}}\n {% if not loop.last %} cross join {% endif %}\n {% endfor %}\n\n )\n\n select *\n from unioned\n where generated_number <= {{upper_bound}}\n order by generated_number\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_powers_of_two"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.069643, "supported_languages": null}, "macro.dbt_utils.get_relations_by_prefix": {"name": "get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.get_relations_by_prefix", "macro_sql": "{% macro get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_relations_by_prefix', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_relations_by_prefix"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.070113, "supported_languages": null}, "macro.dbt_utils.default__get_relations_by_prefix": {"name": "default__get_relations_by_prefix", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_relations_by_prefix.sql", "original_file_path": "macros/sql/get_relations_by_prefix.sql", "unique_id": "macro.dbt_utils.default__get_relations_by_prefix", "macro_sql": "{% macro default__get_relations_by_prefix(schema, prefix, exclude='', database=target.database) %}\n\n {%- call statement('get_tables', fetch_result=True) %}\n\n {{ dbt_utils.get_tables_by_prefix_sql(schema, prefix, exclude, database) }}\n\n {%- endcall -%}\n\n {%- set table_list = load_result('get_tables') -%}\n\n {%- if table_list and table_list['table'] -%}\n {%- set tbl_relations = [] -%}\n {%- for row in table_list['table'] -%}\n {%- set tbl_relation = api.Relation.create(\n database=database,\n schema=row.table_schema,\n identifier=row.table_name,\n type=row.table_type\n ) -%}\n {%- do tbl_relations.append(tbl_relation) -%}\n {%- endfor -%}\n\n {{ return(tbl_relations) }}\n {%- else -%}\n {{ return([]) }}\n {%- endif -%}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement", "macro.dbt_utils.get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.07089, "supported_languages": null}, "macro.dbt_utils.get_tables_by_prefix_sql": {"name": "get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_prefix_sql", "macro_sql": "{% macro get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_prefix_sql', 'dbt_utils')(schema, prefix, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_prefix_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0712519, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_prefix_sql": {"name": "default__get_tables_by_prefix_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_prefix_sql.sql", "original_file_path": "macros/sql/get_tables_by_prefix_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_prefix_sql", "macro_sql": "{% macro default__get_tables_by_prefix_sql(schema, prefix, exclude='', database=target.database) %}\n\n {{ dbt_utils.get_tables_by_pattern_sql(\n schema_pattern = schema,\n table_pattern = prefix ~ '%',\n exclude = exclude,\n database = database\n ) }}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.07151, "supported_languages": null}, "macro.dbt_utils.star": {"name": "star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.star", "macro_sql": "{% macro star(from, relation_alias=False, except=[], prefix='', suffix='') -%}\n {{ return(adapter.dispatch('star', 'dbt_utils')(from, relation_alias, except, prefix, suffix)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__star"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0720809, "supported_languages": null}, "macro.dbt_utils.default__star": {"name": "default__star", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/star.sql", "original_file_path": "macros/sql/star.sql", "unique_id": "macro.dbt_utils.default__star", "macro_sql": "{% macro default__star(from, relation_alias=False, except=[], prefix='', suffix='') -%}\n {%- do dbt_utils._is_relation(from, 'star') -%}\n {%- do dbt_utils._is_ephemeral(from, 'star') -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('*') }}\n {%- endif -%}\n\n {% set cols = dbt_utils.get_filtered_columns_in_relation(from, except) %}\n\n {%- if cols|length <= 0 -%}\n {{- return('*') -}}\n {%- else -%}\n {%- for col in cols %}\n {%- if relation_alias %}{{ relation_alias }}.{% else %}{%- endif -%}{{ adapter.quote(col)|trim }} {%- if prefix!='' or suffix!='' %} as {{ adapter.quote(prefix ~ col ~ suffix)|trim }} {%- endif -%}\n {%- if not loop.last %},{{ '\\n ' }}{% endif %}\n {%- endfor -%}\n {% endif %}\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.073044, "supported_languages": null}, "macro.dbt_utils.unpivot": {"name": "unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.unpivot", "macro_sql": "{% macro unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', table=none) -%}\n {{ return(adapter.dispatch('unpivot', 'dbt_utils')(relation, cast_to, exclude, remove, field_name, value_name, table)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__unpivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.073924, "supported_languages": null}, "macro.dbt_utils.default__unpivot": {"name": "default__unpivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/unpivot.sql", "original_file_path": "macros/sql/unpivot.sql", "unique_id": "macro.dbt_utils.default__unpivot", "macro_sql": "{% macro default__unpivot(relation=none, cast_to='varchar', exclude=none, remove=none, field_name='field_name', value_name='value', table=none) -%}\n\n {% if table %}\n {%- set error_message = '\n Warning: the `unpivot` macro no longer accepts a `table` parameter. \\\n This parameter will be deprecated in a future release of dbt-utils. Use the `relation` parameter instead. \\\n The {}.{} model triggered this warning. \\\n '.format(model.package_name, model.name) -%}\n {%- do exceptions.warn(error_message) -%}\n {% endif %}\n\n {% if relation and table %}\n {{ exceptions.raise_compiler_error(\"Error: both the `relation` and `table` parameters were provided to `unpivot` macro. Choose one only (we recommend `relation`).\") }}\n {% elif not relation and table %}\n {% set relation=table %}\n {% elif not relation and not table %}\n {{ exceptions.raise_compiler_error(\"Error: argument `relation` is required for `unpivot` macro.\") }}\n {% endif %}\n\n {%- set exclude = exclude if exclude is not none else [] %}\n {%- set remove = remove if remove is not none else [] %}\n\n {%- set include_cols = [] %}\n\n {%- set table_columns = {} %}\n\n {%- do table_columns.update({relation: []}) %}\n\n {%- do dbt_utils._is_relation(relation, 'unpivot') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'unpivot') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) %}\n\n {%- for col in cols -%}\n {%- if col.column.lower() not in remove|map('lower') and col.column.lower() not in exclude|map('lower') -%}\n {% do include_cols.append(col) %}\n {%- endif %}\n {%- endfor %}\n\n\n {%- for col in include_cols -%}\n select\n {%- for exclude_col in exclude %}\n {{ exclude_col }},\n {%- endfor %}\n\n cast('{{ col.column }}' as {{ type_string() }}) as {{ field_name }},\n cast( {% if col.data_type == 'boolean' %}\n {{ cast_bool_to_text(col.column) }}\n {% else %}\n {{ col.column }}\n {% endif %}\n as {{ cast_to }}) as {{ value_name }}\n\n from {{ relation }}\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n {%- endfor -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.type_string", "macro.dbt_utils.cast_bool_to_text"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.075734, "supported_languages": null}, "macro.dbt_utils.union_relations": {"name": "union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.union_relations", "macro_sql": "{%- macro union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n {{ return(adapter.dispatch('union_relations', 'dbt_utils')(relations, column_override, include, exclude, source_column_name, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__union_relations"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0767791, "supported_languages": null}, "macro.dbt_utils.default__union_relations": {"name": "default__union_relations", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/union.sql", "original_file_path": "macros/sql/union.sql", "unique_id": "macro.dbt_utils.default__union_relations", "macro_sql": "\n\n{%- macro default__union_relations(relations, column_override=none, include=[], exclude=[], source_column_name='_dbt_source_relation', where=none) -%}\n\n {%- if exclude and include -%}\n {{ exceptions.raise_compiler_error(\"Both an exclude and include list were provided to the `union` macro. Only one is allowed\") }}\n {%- endif -%}\n\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. -#}\n {%- if not execute %}\n {{ return('') }}\n {% endif -%}\n\n {%- set column_override = column_override if column_override is not none else {} -%}\n\n {%- set relation_columns = {} -%}\n {%- set column_superset = {} -%}\n\n {%- for relation in relations -%}\n\n {%- do relation_columns.update({relation: []}) -%}\n\n {%- do dbt_utils._is_relation(relation, 'union_relations') -%}\n {%- do dbt_utils._is_ephemeral(relation, 'union_relations') -%}\n {%- set cols = adapter.get_columns_in_relation(relation) -%}\n {%- for col in cols -%}\n\n {#- If an exclude list was provided and the column is in the list, do nothing -#}\n {%- if exclude and col.column in exclude -%}\n\n {#- If an include list was provided and the column is not in the list, do nothing -#}\n {%- elif include and col.column not in include -%}\n\n {#- Otherwise add the column to the column superset -#}\n {%- else -%}\n\n {#- update the list of columns in this relation -#}\n {%- do relation_columns[relation].append(col.column) -%}\n\n {%- if col.column in column_superset -%}\n\n {%- set stored = column_superset[col.column] -%}\n {%- if col.is_string() and stored.is_string() and col.string_size() > stored.string_size() -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif %}\n\n {%- else -%}\n\n {%- do column_superset.update({col.column: col}) -%}\n\n {%- endif -%}\n\n {%- endif -%}\n\n {%- endfor -%}\n {%- endfor -%}\n\n {%- set ordered_column_names = column_superset.keys() -%}\n {%- set dbt_command = flags.WHICH -%}\n\n\n {% if dbt_command in ['run', 'build'] %}\n {% if (include | length > 0 or exclude | length > 0) and not column_superset.keys() %}\n {%- set relations_string -%}\n {%- for relation in relations -%}\n {{ relation.name }}\n {%- if not loop.last %}, {% endif -%}\n {%- endfor -%}\n {%- endset -%}\n\n {%- set error_message -%}\n There were no columns found to union for relations {{ relations_string }}\n {%- endset -%}\n\n {{ exceptions.raise_compiler_error(error_message) }}\n {%- endif -%}\n {%- endif -%}\n\n {%- for relation in relations %}\n\n (\n select\n\n {%- if source_column_name is not none %}\n cast({{ string_literal(relation) }} as {{ type_string() }}) as {{ source_column_name }},\n {%- endif %}\n\n {% for col_name in ordered_column_names -%}\n\n {%- set col = column_superset[col_name] %}\n {%- set col_type = column_override.get(col.column, col.data_type) %}\n {%- set col_name = adapter.quote(col_name) if col_name in relation_columns[relation] else 'null' %}\n cast({{ col_name }} as {{ col_type }}) as {{ col.quoted }} {% if not loop.last %},{% endif -%}\n\n {%- endfor %}\n\n from {{ relation }}\n\n {% if where -%}\n where {{ where }}\n {%- endif %}\n )\n\n {% if not loop.last -%}\n union all\n {% endif -%}\n\n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral", "macro.dbt_utils.string_literal", "macro.dbt_utils.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.079552, "supported_languages": null}, "macro.dbt_utils.group_by": {"name": "group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.group_by", "macro_sql": "{%- macro group_by(n) -%}\n {{ return(adapter.dispatch('group_by', 'dbt_utils')(n)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__group_by"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0798368, "supported_languages": null}, "macro.dbt_utils.default__group_by": {"name": "default__group_by", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/groupby.sql", "original_file_path": "macros/sql/groupby.sql", "unique_id": "macro.dbt_utils.default__group_by", "macro_sql": "\n\n{%- macro default__group_by(n) -%}\n\n group by {% for i in range(1, n + 1) -%}\n {{ i }}{{ ',' if not loop.last }} \n {%- endfor -%}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.080065, "supported_languages": null}, "macro.dbt_utils.deduplicate": {"name": "deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.deduplicate", "macro_sql": "{%- macro deduplicate(relation, partition_by, order_by=none, relation_alias=none) -%}\n\n {%- set error_message_group_by -%}\nWarning: the `group_by` parameter of the `deduplicate` macro is no longer supported and will be deprecated in a future release of dbt-utils.\nUse `partition_by` instead.\nThe {{ model.package_name }}.{{ model.name }} model triggered this warning.\n {%- endset -%}\n\n {% if kwargs.get('group_by') %}\n {%- do exceptions.warn(error_message_group_by) -%}\n {%- endif -%}\n\n {%- set error_message_order_by -%}\nWarning: `order_by` as an optional parameter of the `deduplicate` macro is no longer supported and will be deprecated in a future release of dbt-utils.\nSupply a non-null value for `order_by` instead.\nThe {{ model.package_name }}.{{ model.name }} model triggered this warning.\n {%- endset -%}\n\n {% if not order_by %}\n {%- do exceptions.warn(error_message_order_by) -%}\n {%- endif -%}\n\n {%- set error_message_alias -%}\nWarning: the `relation_alias` parameter of the `deduplicate` macro is no longer supported and will be deprecated in a future release of dbt-utils.\nIf you were using `relation_alias` to point to a CTE previously then you can now pass the alias directly to `relation` instead.\nThe {{ model.package_name }}.{{ model.name }} model triggered this warning.\n {%- endset -%}\n\n {% if relation_alias %}\n {%- do exceptions.warn(error_message_alias) -%}\n {%- endif -%}\n\n {% set partition_by = partition_by or kwargs.get('group_by') %}\n {% set relation = relation_alias or relation %}\n {% set order_by = order_by or \"'1'\" %}\n\n {{ return(adapter.dispatch('deduplicate', 'dbt_utils')(relation, partition_by, order_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.081578, "supported_languages": null}, "macro.dbt_utils.default__deduplicate": {"name": "default__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.default__deduplicate", "macro_sql": "\n\n{%- macro default__deduplicate(relation, partition_by, order_by) -%}\n\n with row_numbered as (\n select\n _inner.*,\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) as rn\n from {{ relation }} as _inner\n )\n\n select\n distinct data.*\n from {{ relation }} as data\n {#\n -- Not all DBs will support natural joins but the ones that do include:\n -- Oracle, MySQL, SQLite, Redshift, Teradata, Materialize, Databricks\n -- Apache Spark, SingleStore, Vertica\n -- Those that do not appear to support natural joins include:\n -- SQLServer, Trino, Presto, Rockset, Athena\n #}\n natural join row_numbered\n where row_numbered.rn = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.081793, "supported_languages": null}, "macro.dbt_utils.redshift__deduplicate": {"name": "redshift__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.redshift__deduplicate", "macro_sql": "{% macro redshift__deduplicate(relation, partition_by, order_by) -%}\n\n {{ return(dbt_utils.default__deduplicate(relation, partition_by, order_by=order_by)) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__deduplicate"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.08198, "supported_languages": null}, "macro.dbt_utils.postgres__deduplicate": {"name": "postgres__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.postgres__deduplicate", "macro_sql": "\n{%- macro postgres__deduplicate(relation, partition_by, order_by) -%}\n\n select\n distinct on ({{ partition_by }}) *\n from {{ relation }}\n order by {{ partition_by }}{{ ',' ~ order_by }}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0821571, "supported_languages": null}, "macro.dbt_utils.snowflake__deduplicate": {"name": "snowflake__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.snowflake__deduplicate", "macro_sql": "\n{%- macro snowflake__deduplicate(relation, partition_by, order_by) -%}\n\n select *\n from {{ relation }}\n qualify\n row_number() over (\n partition by {{ partition_by }}\n order by {{ order_by }}\n ) = 1\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.082313, "supported_languages": null}, "macro.dbt_utils.bigquery__deduplicate": {"name": "bigquery__deduplicate", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/deduplicate.sql", "original_file_path": "macros/sql/deduplicate.sql", "unique_id": "macro.dbt_utils.bigquery__deduplicate", "macro_sql": "\n{%- macro bigquery__deduplicate(relation, partition_by, order_by) -%}\n\n select unique.*\n from (\n select\n array_agg (\n original\n order by {{ order_by }}\n limit 1\n )[offset(0)] unique\n from {{ relation }} original\n group by {{ partition_by }}\n )\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.082471, "supported_languages": null}, "macro.dbt_utils.surrogate_key": {"name": "surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.surrogate_key", "macro_sql": "{%- macro surrogate_key(field_list) -%}\n {# needed for safe_add to allow for non-keyword arguments see SO post #}\n {# https://stackoverflow.com/questions/13944751/args-kwargs-in-jinja2-macros #}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('surrogate_key', 'dbt_utils')(field_list, *varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__surrogate_key"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0829701, "supported_languages": null}, "macro.dbt_utils.default__surrogate_key": {"name": "default__surrogate_key", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/surrogate_key.sql", "original_file_path": "macros/sql/surrogate_key.sql", "unique_id": "macro.dbt_utils.default__surrogate_key", "macro_sql": "\n\n{%- macro default__surrogate_key(field_list) -%}\n\n{%- if varargs|length >= 1 or field_list is string %}\n\n{%- set error_message = '\nWarning: the `surrogate_key` macro now takes a single list argument instead of \\\nmultiple string arguments. Support for multiple string arguments will be \\\ndeprecated in a future release of dbt-utils. The {}.{} model triggered this warning. \\\n'.format(model.package_name, model.name) -%}\n\n{%- do exceptions.warn(error_message) -%}\n\n{# first argument is not included in varargs, so add first element to field_list_xf #}\n{%- set field_list_xf = [field_list] -%}\n\n{%- for field in varargs %}\n{%- set _ = field_list_xf.append(field) -%}\n{%- endfor -%}\n\n{%- else -%}\n\n{# if using list, just set field_list_xf as field_list #}\n{%- set field_list_xf = field_list -%}\n\n{%- endif -%}\n\n\n{%- set fields = [] -%}\n\n{%- for field in field_list_xf -%}\n\n {%- set _ = fields.append(\n \"coalesce(cast(\" ~ field ~ \" as \" ~ type_string() ~ \"), '')\"\n ) -%}\n\n {%- if not loop.last %}\n {%- set _ = fields.append(\"'-'\") -%}\n {%- endif -%}\n\n{%- endfor -%}\n\n{{ hash(concat(fields)) }}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_utils.type_string", "macro.dbt_utils.hash", "macro.dbt_utils.concat"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.083816, "supported_languages": null}, "macro.dbt_utils.safe_add": {"name": "safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.safe_add", "macro_sql": "{%- macro safe_add() -%}\n {# needed for safe_add to allow for non-keyword arguments see SO post #}\n {# https://stackoverflow.com/questions/13944751/args-kwargs-in-jinja2-macros #}\n {% set frustrating_jinja_feature = varargs %}\n {{ return(adapter.dispatch('safe_add', 'dbt_utils')(*varargs)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__safe_add"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.084179, "supported_languages": null}, "macro.dbt_utils.default__safe_add": {"name": "default__safe_add", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/safe_add.sql", "original_file_path": "macros/sql/safe_add.sql", "unique_id": "macro.dbt_utils.default__safe_add", "macro_sql": "\n\n{%- macro default__safe_add() -%}\n\n{% set fields = [] %}\n\n{%- for field in varargs -%}\n\n {% do fields.append(\"coalesce(\" ~ field ~ \", 0)\") %}\n\n{%- endfor -%}\n\n{{ fields|join(' +\\n ') }}\n\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.084448, "supported_languages": null}, "macro.dbt_utils.nullcheck": {"name": "nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.nullcheck", "macro_sql": "{% macro nullcheck(cols) %}\n {{ return(adapter.dispatch('nullcheck', 'dbt_utils')(cols)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__nullcheck"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.084745, "supported_languages": null}, "macro.dbt_utils.default__nullcheck": {"name": "default__nullcheck", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/nullcheck.sql", "original_file_path": "macros/sql/nullcheck.sql", "unique_id": "macro.dbt_utils.default__nullcheck", "macro_sql": "{% macro default__nullcheck(cols) %}\n{%- for col in cols %}\n\n {% if col.is_string() -%}\n\n nullif({{col.name}},'') as {{col.name}}\n\n {%- else -%}\n\n {{col.name}}\n\n {%- endif -%}\n\n{%- if not loop.last -%} , {%- endif -%}\n\n{%- endfor -%}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.085053, "supported_languages": null}, "macro.dbt_utils.get_tables_by_pattern_sql": {"name": "get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.get_tables_by_pattern_sql", "macro_sql": "{% macro get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n {{ return(adapter.dispatch('get_tables_by_pattern_sql', 'dbt_utils')\n (schema_pattern, table_pattern, exclude, database)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_tables_by_pattern_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.085738, "supported_languages": null}, "macro.dbt_utils.default__get_tables_by_pattern_sql": {"name": "default__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.default__get_tables_by_pattern_sql", "macro_sql": "{% macro default__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n select distinct\n table_schema as {{ adapter.quote('table_schema') }},\n table_name as {{ adapter.quote('table_name') }},\n {{ dbt_utils.get_table_types_sql() }}\n from {{ database }}.information_schema.tables\n where table_schema ilike '{{ schema_pattern }}'\n and table_name ilike '{{ table_pattern }}'\n and table_name not ilike '{{ exclude }}'\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.08608, "supported_languages": null}, "macro.dbt_utils.bigquery__get_tables_by_pattern_sql": {"name": "bigquery__get_tables_by_pattern_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils.bigquery__get_tables_by_pattern_sql", "macro_sql": "{% macro bigquery__get_tables_by_pattern_sql(schema_pattern, table_pattern, exclude='', database=target.database) %}\n\n {% if '%' in schema_pattern %}\n {% set schemata=dbt_utils._bigquery__get_matching_schemata(schema_pattern, database) %}\n {% else %}\n {% set schemata=[schema_pattern] %}\n {% endif %}\n\n {% set sql %}\n {% for schema in schemata %}\n select distinct\n table_schema,\n table_name,\n {{ dbt_utils.get_table_types_sql() }}\n\n from {{ adapter.quote(database) }}.{{ schema }}.INFORMATION_SCHEMA.TABLES\n where lower(table_name) like lower ('{{ table_pattern }}')\n and lower(table_name) not like lower ('{{ exclude }}')\n\n {% if not loop.last %} union all {% endif %}\n\n {% endfor %}\n {% endset %}\n\n {{ return(sql) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._bigquery__get_matching_schemata", "macro.dbt_utils.get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0868008, "supported_languages": null}, "macro.dbt_utils._bigquery__get_matching_schemata": {"name": "_bigquery__get_matching_schemata", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_tables_by_pattern_sql.sql", "original_file_path": "macros/sql/get_tables_by_pattern_sql.sql", "unique_id": "macro.dbt_utils._bigquery__get_matching_schemata", "macro_sql": "{% macro _bigquery__get_matching_schemata(schema_pattern, database) %}\n {% if execute %}\n\n {% set sql %}\n select schema_name from {{ adapter.quote(database) }}.INFORMATION_SCHEMA.SCHEMATA\n where lower(schema_name) like lower('{{ schema_pattern }}')\n {% endset %}\n\n {% set results=run_query(sql) %}\n\n {% set schemata=results.columns['schema_name'].values() %}\n\n {{ return(schemata) }}\n\n {% else %}\n\n {{ return([]) }}\n\n {% endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.087264, "supported_languages": null}, "macro.dbt_utils.get_column_values": {"name": "get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.get_column_values", "macro_sql": "{% macro get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {{ return(adapter.dispatch('get_column_values', 'dbt_utils')(table, column, order_by, max_records, default, where)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.087998, "supported_languages": null}, "macro.dbt_utils.default__get_column_values": {"name": "default__get_column_values", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_column_values.sql", "original_file_path": "macros/sql/get_column_values.sql", "unique_id": "macro.dbt_utils.default__get_column_values", "macro_sql": "{% macro default__get_column_values(table, column, order_by='count(*) desc', max_records=none, default=none, where=none) -%}\n {#-- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {% set default = [] if not default %}\n {{ return(default) }}\n {% endif %}\n\n {%- do dbt_utils._is_ephemeral(table, 'get_column_values') -%}\n\n {# Not all relations are tables. Renaming for internal clarity without breaking functionality for anyone using named arguments #}\n {# TODO: Change the method signature in a future 0.x.0 release #}\n {%- set target_relation = table -%}\n\n {# adapter.load_relation is a convenience wrapper to avoid building a Relation when we already have one #}\n {% set relation_exists = (load_relation(target_relation)) is not none %}\n\n {%- call statement('get_column_values', fetch_result=true) %}\n\n {%- if not relation_exists and default is none -%}\n\n {{ exceptions.raise_compiler_error(\"In get_column_values(): relation \" ~ target_relation ~ \" does not exist and no default value was provided.\") }}\n\n {%- elif not relation_exists and default is not none -%}\n\n {{ log(\"Relation \" ~ target_relation ~ \" does not exist. Returning the default value: \" ~ default) }}\n\n {{ return(default) }}\n\n {%- else -%}\n\n\n select\n {{ column }} as value\n\n from {{ target_relation }}\n\n {% if where is not none %}\n where {{ where }}\n {% endif %}\n\n group by {{ column }}\n order by {{ order_by }}\n\n {% if max_records is not none %}\n limit {{ max_records }}\n {% endif %}\n\n {% endif %}\n\n {%- endcall -%}\n\n {%- set value_list = load_result('get_column_values') -%}\n\n {%- if value_list and value_list['data'] -%}\n {%- set values = value_list['data'] | map(attribute=0) | list %}\n {{ return(values) }}\n {%- else -%}\n {{ return(default) }}\n {%- endif -%}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_ephemeral", "macro.dbt.load_relation", "macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0894, "supported_languages": null}, "macro.dbt_utils.pivot": {"name": "pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.pivot", "macro_sql": "{% macro pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {{ return(adapter.dispatch('pivot', 'dbt_utils')(column, values, alias, agg, cmp, prefix, suffix, then_value, else_value, quote_identifiers, distinct)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__pivot"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.090227, "supported_languages": null}, "macro.dbt_utils.default__pivot": {"name": "default__pivot", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/pivot.sql", "original_file_path": "macros/sql/pivot.sql", "unique_id": "macro.dbt_utils.default__pivot", "macro_sql": "{% macro default__pivot(column,\n values,\n alias=True,\n agg='sum',\n cmp='=',\n prefix='',\n suffix='',\n then_value=1,\n else_value=0,\n quote_identifiers=True,\n distinct=False) %}\n {% for value in values %}\n {{ agg }}(\n {% if distinct %} distinct {% endif %}\n case\n when {{ column }} {{ cmp }} '{{ dbt.escape_single_quotes(value) }}'\n then {{ then_value }}\n else {{ else_value }}\n end\n )\n {% if alias %}\n {% if quote_identifiers %}\n as {{ adapter.quote(prefix ~ value ~ suffix) }}\n {% else %}\n as {{ dbt_utils.slugify(prefix ~ value ~ suffix) }}\n {% endif %}\n {% endif %}\n {% if not loop.last %},{% endif %}\n {% endfor %}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.escape_single_quotes", "macro.dbt_utils.slugify"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.090996, "supported_languages": null}, "macro.dbt_utils.get_filtered_columns_in_relation": {"name": "get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.get_filtered_columns_in_relation", "macro_sql": "{% macro get_filtered_columns_in_relation(from, except=[]) -%}\n {{ return(adapter.dispatch('get_filtered_columns_in_relation', 'dbt_utils')(from, except)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_filtered_columns_in_relation"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0914, "supported_languages": null}, "macro.dbt_utils.default__get_filtered_columns_in_relation": {"name": "default__get_filtered_columns_in_relation", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_filtered_columns_in_relation.sql", "original_file_path": "macros/sql/get_filtered_columns_in_relation.sql", "unique_id": "macro.dbt_utils.default__get_filtered_columns_in_relation", "macro_sql": "{% macro default__get_filtered_columns_in_relation(from, except=[]) -%}\n {%- do dbt_utils._is_relation(from, 'get_filtered_columns_in_relation') -%}\n {%- do dbt_utils._is_ephemeral(from, 'get_filtered_columns_in_relation') -%}\n\n {# -- Prevent querying of db in parsing mode. This works because this macro does not create any new refs. #}\n {%- if not execute -%}\n {{ return('') }}\n {% endif %}\n\n {%- set include_cols = [] %}\n {%- set cols = adapter.get_columns_in_relation(from) -%}\n {%- set except = except | map(\"lower\") | list %}\n {%- for col in cols -%}\n {%- if col.column|lower not in except -%}\n {% do include_cols.append(col.column) %}\n {%- endif %}\n {%- endfor %}\n\n {{ return(include_cols) }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils._is_relation", "macro.dbt_utils._is_ephemeral"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.092063, "supported_languages": null}, "macro.dbt_utils.width_bucket": {"name": "width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.width_bucket", "macro_sql": "{% macro width_bucket(expr, min_value, max_value, num_buckets) %}\n {{ return(adapter.dispatch('width_bucket', 'dbt_utils') (expr, min_value, max_value, num_buckets)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__width_bucket"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.092684, "supported_languages": null}, "macro.dbt_utils.default__width_bucket": {"name": "default__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.default__width_bucket", "macro_sql": "{% macro default__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is eaxtly at the bucket egde\n case\n when\n mod(\n {{ dbt.safe_cast(expr, type_numeric() ) }},\n {{ dbt.safe_cast(bin_size, type_numeric() ) }}\n ) = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt_utils.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0931032, "supported_languages": null}, "macro.dbt_utils.redshift__width_bucket": {"name": "redshift__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.redshift__width_bucket", "macro_sql": "{% macro redshift__width_bucket(expr, min_value, max_value, num_buckets) -%}\n\n {% set bin_size -%}\n (( {{ max_value }} - {{ min_value }} ) / {{ num_buckets }} )\n {%- endset %}\n (\n -- to break ties when the amount is exactly at the bucket edge\n case\n when\n {{ dbt.safe_cast(expr, type_numeric() ) }} %\n {{ dbt.safe_cast(bin_size, type_numeric() ) }}\n = 0\n then 1\n else 0\n end\n ) +\n -- Anything over max_value goes the N+1 bucket\n least(\n ceil(\n ({{ expr }} - {{ min_value }})/{{ bin_size }}\n ),\n {{ num_buckets }} + 1\n )\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt.safe_cast", "macro.dbt_utils.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.093517, "supported_languages": null}, "macro.dbt_utils.snowflake__width_bucket": {"name": "snowflake__width_bucket", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/width_bucket.sql", "original_file_path": "macros/sql/width_bucket.sql", "unique_id": "macro.dbt_utils.snowflake__width_bucket", "macro_sql": "{% macro snowflake__width_bucket(expr, min_value, max_value, num_buckets) %}\n width_bucket({{ expr }}, {{ min_value }}, {{ max_value }}, {{ num_buckets }} )\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.093699, "supported_languages": null}, "macro.dbt_utils.get_query_results_as_dict": {"name": "get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.get_query_results_as_dict", "macro_sql": "{% macro get_query_results_as_dict(query) %}\n {{ return(adapter.dispatch('get_query_results_as_dict', 'dbt_utils')(query)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__get_query_results_as_dict"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.094035, "supported_languages": null}, "macro.dbt_utils.default__get_query_results_as_dict": {"name": "default__get_query_results_as_dict", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_query_results_as_dict.sql", "original_file_path": "macros/sql/get_query_results_as_dict.sql", "unique_id": "macro.dbt_utils.default__get_query_results_as_dict", "macro_sql": "{% macro default__get_query_results_as_dict(query) %}\n\n{# This macro returns a dictionary of the form {column_name: (tuple_of_results)} #}\n\n {%- call statement('get_query_results', fetch_result=True,auto_begin=false) -%}\n\n {{ query }}\n\n {%- endcall -%}\n\n {% set sql_results={} %}\n\n {%- if execute -%}\n {% set sql_results_table = load_result('get_query_results').table.columns %}\n {% for column_name, column in sql_results_table.items() %}\n {% do sql_results.update({column_name: column.values()}) %}\n {% endfor %}\n {%- endif -%}\n\n {{ return(sql_results) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.statement"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0945752, "supported_languages": null}, "macro.dbt_utils.get_table_types_sql": {"name": "get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.get_table_types_sql", "macro_sql": "{%- macro get_table_types_sql() -%}\n {{ return(adapter.dispatch('get_table_types_sql', 'dbt_utils')()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_utils.default__get_table_types_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.094867, "supported_languages": null}, "macro.dbt_utils.default__get_table_types_sql": {"name": "default__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.default__get_table_types_sql", "macro_sql": "{% macro default__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'EXTERNAL TABLE' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0949981, "supported_languages": null}, "macro.dbt_utils.postgres__get_table_types_sql": {"name": "postgres__get_table_types_sql", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/get_table_types_sql.sql", "original_file_path": "macros/sql/get_table_types_sql.sql", "unique_id": "macro.dbt_utils.postgres__get_table_types_sql", "macro_sql": "{% macro postgres__get_table_types_sql() %}\n case table_type\n when 'BASE TABLE' then 'table'\n when 'FOREIGN' then 'external'\n when 'MATERIALIZED VIEW' then 'materializedview'\n else lower(table_type)\n end as {{ adapter.quote('table_type') }}\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.095129, "supported_languages": null}, "macro.dbt_utils.degrees_to_radians": {"name": "degrees_to_radians", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.degrees_to_radians", "macro_sql": "{% macro degrees_to_radians(degrees) -%}\n acos(-1) * {{degrees}} / 180\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.095592, "supported_languages": null}, "macro.dbt_utils.haversine_distance": {"name": "haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.haversine_distance", "macro_sql": "{% macro haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n {{ return(adapter.dispatch('haversine_distance', 'dbt_utils')(lat1,lon1,lat2,lon2,unit)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.default__haversine_distance"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.095847, "supported_languages": null}, "macro.dbt_utils.default__haversine_distance": {"name": "default__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.default__haversine_distance", "macro_sql": "{% macro default__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n\n 2 * 3961 * asin(sqrt(power((sin(radians(({{ lat2 }} - {{ lat1 }}) / 2))), 2) +\n cos(radians({{lat1}})) * cos(radians({{lat2}})) *\n power((sin(radians(({{ lon2 }} - {{ lon1 }}) / 2))), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0964422, "supported_languages": null}, "macro.dbt_utils.bigquery__haversine_distance": {"name": "bigquery__haversine_distance", "resource_type": "macro", "package_name": "dbt_utils", "path": "macros/sql/haversine_distance.sql", "original_file_path": "macros/sql/haversine_distance.sql", "unique_id": "macro.dbt_utils.bigquery__haversine_distance", "macro_sql": "{% macro bigquery__haversine_distance(lat1, lon1, lat2, lon2, unit='mi') -%}\n{% set radians_lat1 = dbt_utils.degrees_to_radians(lat1) %}\n{% set radians_lat2 = dbt_utils.degrees_to_radians(lat2) %}\n{% set radians_lon1 = dbt_utils.degrees_to_radians(lon1) %}\n{% set radians_lon2 = dbt_utils.degrees_to_radians(lon2) %}\n{%- if unit == 'mi' %}\n {% set conversion_rate = 1 %}\n{% elif unit == 'km' %}\n {% set conversion_rate = 1.60934 %}\n{% else %}\n {{ exceptions.raise_compiler_error(\"unit input must be one of 'mi' or 'km'. Got \" ~ unit) }}\n{% endif %}\n 2 * 3961 * asin(sqrt(power(sin(({{ radians_lat2 }} - {{ radians_lat1 }}) / 2), 2) +\n cos({{ radians_lat1 }}) * cos({{ radians_lat2 }}) *\n power(sin(({{ radians_lon2 }} - {{ radians_lon1 }}) / 2), 2))) * {{ conversion_rate }}\n\n{%- endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.degrees_to_radians"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0971782, "supported_languages": null}, "macro.audit_helper.compare_row_counts": {"name": "compare_row_counts", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_row_counts.sql", "original_file_path": "macros/compare_row_counts.sql", "unique_id": "macro.audit_helper.compare_row_counts", "macro_sql": "{% macro compare_row_counts(a_relation, b_relation) %}\n {{ return(adapter.dispatch('compare_row_counts', 'audit_helper')(a_relation, b_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_row_counts"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.097483, "supported_languages": null}, "macro.audit_helper.default__compare_row_counts": {"name": "default__compare_row_counts", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_row_counts.sql", "original_file_path": "macros/compare_row_counts.sql", "unique_id": "macro.audit_helper.default__compare_row_counts", "macro_sql": "{% macro default__compare_row_counts(a_relation, b_relation) %}\n\n select\n '{{ a_relation }}' as relation_name,\n count(*) as total_records\n from {{ a_relation }}\n\n union all\n\n select\n '{{ b_relation }}' as relation_name,\n count(*) as total_records\n from {{ b_relation }}\n \n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.097656, "supported_languages": null}, "macro.audit_helper.compare_relations": {"name": "compare_relations", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relations.sql", "original_file_path": "macros/compare_relations.sql", "unique_id": "macro.audit_helper.compare_relations", "macro_sql": "{% macro compare_relations(a_relation, b_relation, exclude_columns=[], primary_key=None, summarize=true, limit=None) %}\n\n{% set column_names = dbt_utils.get_filtered_columns_in_relation(from=a_relation, except=exclude_columns) %}\n\n{% set column_selection %}\n\n {% for column_name in column_names %} \n {{ adapter.quote(column_name) }} \n {% if not loop.last %}\n , \n {% endif %} \n {% endfor %}\n\n{% endset %}\n\n{% set a_query %}\nselect\n\n {{ column_selection }}\n\nfrom {{ a_relation }}\n{% endset %}\n\n{% set b_query %}\nselect\n\n {{ column_selection }}\n\nfrom {{ b_relation }}\n{% endset %}\n\n{{ audit_helper.compare_queries(a_query, b_query, primary_key, summarize, limit) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_filtered_columns_in_relation", "macro.audit_helper.compare_queries"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.09852, "supported_languages": null}, "macro.audit_helper.compare_all_columns": {"name": "compare_all_columns", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_all_columns.sql", "original_file_path": "macros/compare_all_columns.sql", "unique_id": "macro.audit_helper.compare_all_columns", "macro_sql": "{% macro compare_all_columns( a_relation, b_relation, primary_key, exclude_columns=[],summarize=true ) -%}\n {{ return(adapter.dispatch('compare_all_columns', 'audit_helper')( a_relation, b_relation, primary_key, exclude_columns, summarize )) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_all_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0991418, "supported_languages": null}, "macro.audit_helper.default__compare_all_columns": {"name": "default__compare_all_columns", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_all_columns.sql", "original_file_path": "macros/compare_all_columns.sql", "unique_id": "macro.audit_helper.default__compare_all_columns", "macro_sql": "{% macro default__compare_all_columns( a_relation, b_relation, primary_key, exclude_columns=[], summarize=true ) -%}\n\n {% set column_names = dbt_utils.get_filtered_columns_in_relation(from=a_relation, except=exclude_columns) %}\n\n {# We explictly select the primary_key and rename to support any sql as the primary_key -\n a column or concatenated columns. this assumes that a_relation and b_relation do not already \n have a field named dbt_audit_helper_pk #}\n\n {% set a_query %} \n select\n *,\n {{ primary_key }} as dbt_audit_helper_pk\n from {{ a_relation }}\n {% endset %}\n\n {% set b_query %}\n select\n *,\n {{ primary_key }} as dbt_audit_helper_pk\n from {{ b_relation }}\n {% endset %}\n\n {% for column_name in column_names %}\n\n {% set audit_query = audit_helper.compare_column_values_verbose(\n a_query=a_query,\n b_query=b_query,\n primary_key=\"dbt_audit_helper_pk\",\n column_to_compare=column_name\n ) %}\n\n /* Create a query combining results from all columns so that the user, or the \n test suite, can examine all at once.\n */\n \n {% if loop.first %}\n\n /* Create a CTE that wraps all the unioned subqueries that are created\n in this for loop\n */\n with main as ( \n\n {% endif %}\n\n /* There will be one audit_query subquery for each column\n */\n ( {{ audit_query }} )\n\n {% if not loop.last %}\n\n union all\n\n {% else %}\n\n ), \n \n {%- if summarize %}\n\n final as (\n select\n upper(column_name) as column_name,\n sum(case when perfect_match then 1 else 0 end) as perfect_match,\n sum(case when null_in_a then 1 else 0 end) as null_in_a,\n sum(case when null_in_b then 1 else 0 end) as null_in_b,\n sum(case when missing_from_a then 1 else 0 end) as missing_from_a,\n sum(case when missing_from_b then 1 else 0 end) as missing_from_b,\n sum(case when conflicting_values then 1 else 0 end) as conflicting_values\n from main\n group by 1\n order by column_name\n )\n\n {%- else %}\n\n final as (\n select\n primary_key, \n upper(column_name) as column_name,\n perfect_match,\n null_in_a,\n null_in_b,\n missing_from_a,\n missing_from_b,\n conflicting_values\n from main \n order by primary_key\n )\n\n {%- endif %}\n\n select * from final\n \n {% endif %}\n\n {% endfor %}\n \n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_filtered_columns_in_relation", "macro.audit_helper.compare_column_values_verbose"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.0999942, "supported_languages": null}, "macro.audit_helper.compare_which_columns_differ": {"name": "compare_which_columns_differ", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_which_columns_differ.sql", "original_file_path": "macros/compare_which_columns_differ.sql", "unique_id": "macro.audit_helper.compare_which_columns_differ", "macro_sql": "{% macro compare_which_columns_differ(a_relation, b_relation, primary_key, exclude_columns=[]) %}\n {{ return(adapter.dispatch('compare_which_columns_differ', 'audit_helper')(a_relation, b_relation, primary_key, exclude_columns)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_which_columns_differ"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.100516, "supported_languages": null}, "macro.audit_helper.default__compare_which_columns_differ": {"name": "default__compare_which_columns_differ", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_which_columns_differ.sql", "original_file_path": "macros/compare_which_columns_differ.sql", "unique_id": "macro.audit_helper.default__compare_which_columns_differ", "macro_sql": "{% macro default__compare_which_columns_differ(a_relation, b_relation, primary_key, exclude_columns=[]) %} \n\n{% set column_names = dbt_utils.get_filtered_columns_in_relation(from=a_relation, except=exclude_columns) %}\n\nwith bool_or as (\n\n select \n true as anchor\n {% for column in column_names %}\n {% set column_name = adapter.quote(column) %}\n {% set compare_statement %}\n ((a.{{ column_name }} != b.{{ column_name }})\n or (a.{{ column_name }} is null and b.{{ column_name }} is not null)\n or (a.{{ column_name }} is not null and b.{{ column_name }} is null))\n {% endset %}\n \n , {{ dbt.bool_or(compare_statement) }} as {{ column | lower }}_has_difference\n \n {% endfor %}\n from {{ a_relation }} as a\n inner join {{ b_relation }} as b\n on a.{{ primary_key }} = b.{{ primary_key }}\n\n)\n\n{% for column in column_names %}\n \n select \n '{{ column }}' as column_name, \n {{ column | lower }}_has_difference as has_difference\n \n from bool_or\n\n {% if not loop.last %}\n \n union all \n\n {% endif %}\n\n{% endfor %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_utils.get_filtered_columns_in_relation", "macro.dbt.bool_or"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.101295, "supported_languages": null}, "macro.audit_helper.compare_column_values_verbose": {"name": "compare_column_values_verbose", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_column_values_verbose.sql", "original_file_path": "macros/compare_column_values_verbose.sql", "unique_id": "macro.audit_helper.compare_column_values_verbose", "macro_sql": "{% macro compare_column_values_verbose(a_query, b_query, primary_key, column_to_compare) -%}\n {{ return(adapter.dispatch('compare_column_values_verbose', 'audit_helper')(a_query, b_query, primary_key, column_to_compare)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_column_values_verbose"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.101867, "supported_languages": null}, "macro.audit_helper.default__compare_column_values_verbose": {"name": "default__compare_column_values_verbose", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_column_values_verbose.sql", "original_file_path": "macros/compare_column_values_verbose.sql", "unique_id": "macro.audit_helper.default__compare_column_values_verbose", "macro_sql": "{% macro default__compare_column_values_verbose(a_query, b_query, primary_key, column_to_compare) -%}\nwith a_query as (\n {{ a_query }}\n),\n\nb_query as (\n {{ b_query }}\n)\n select\n coalesce(a_query.{{ primary_key }}, b_query.{{ primary_key }}) as primary_key,\n\n {% if target.name == 'postgres' or target.name == 'redshift' %}\n '{{ column_to_compare }}'::text as column_name,\n {% else %}\n '{{ column_to_compare }}' as column_name,\n {% endif %}\n\n coalesce(\n a_query.{{ column_to_compare }} = b_query.{{ column_to_compare }} and \n a_query.{{ primary_key }} is not null and b_query.{{ primary_key }} is not null,\n (a_query.{{ column_to_compare }} is null and b_query.{{ column_to_compare }} is null),\n false\n ) as perfect_match,\n a_query.{{ column_to_compare }} is null and a_query.{{ primary_key }} is not null as null_in_a,\n b_query.{{ column_to_compare }} is null and b_query.{{ primary_key }} is not null as null_in_b,\n a_query.{{ primary_key }} is null as missing_from_a,\n b_query.{{ primary_key }} is null as missing_from_b,\n coalesce(\n a_query.{{ primary_key }} is not null and b_query.{{ primary_key }} is not null and \n -- ensure that neither value is missing before considering it a conflict\n (\n a_query.{{ column_to_compare }} != b_query.{{ column_to_compare }} or -- two not-null values that do not match\n (a_query.{{ column_to_compare }} is not null and b_query.{{ column_to_compare }} is null) or -- null in b and not null in a\n (a_query.{{ column_to_compare }} is null and b_query.{{ column_to_compare }} is not null) -- null in a and not null in b\n ), \n false\n ) as conflicting_values\n -- considered a conflict if the values do not match AND at least one of the values is not null.\n\n from a_query\n\n full outer join b_query on (a_query.{{ primary_key }} = b_query.{{ primary_key }})\n\n\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1026402, "supported_languages": null}, "macro.audit_helper.compare_column_values": {"name": "compare_column_values", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_column_values.sql", "original_file_path": "macros/compare_column_values.sql", "unique_id": "macro.audit_helper.compare_column_values", "macro_sql": "{% macro compare_column_values(a_query, b_query, primary_key, column_to_compare, emojis=True, a_relation_name='a', b_relation_name='b') -%}\n {{ return(adapter.dispatch('compare_column_values', 'audit_helper')(a_query, b_query, primary_key, column_to_compare, emojis, a_relation_name, b_relation_name)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_column_values"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1034439, "supported_languages": null}, "macro.audit_helper.default__compare_column_values": {"name": "default__compare_column_values", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_column_values.sql", "original_file_path": "macros/compare_column_values.sql", "unique_id": "macro.audit_helper.default__compare_column_values", "macro_sql": "{% macro default__compare_column_values(a_query, b_query, primary_key, column_to_compare, emojis, a_relation_name, b_relation_name) -%}\nwith a_query as (\n {{ a_query }}\n),\n\nb_query as (\n {{ b_query }}\n),\n\njoined as (\n select\n coalesce(a_query.{{ primary_key }}, b_query.{{ primary_key }}) as {{ primary_key }},\n a_query.{{ column_to_compare }} as a_query_value,\n b_query.{{ column_to_compare }} as b_query_value,\n case\n when a_query.{{ column_to_compare }} = b_query.{{ column_to_compare }} then '{% if emojis %}\u2705: {% endif %}perfect match'\n when a_query.{{ column_to_compare }} is null and b_query.{{ column_to_compare }} is null then '{% if emojis %}\u2705: {% endif %}both are null'\n when a_query.{{ primary_key }} is null then '{% if emojis %}\ud83e\udd37: {% endif %}missing from {{ a_relation_name }}'\n when b_query.{{ primary_key }} is null then '{% if emojis %}\ud83e\udd37: {% endif %}missing from {{ b_relation_name }}'\n when a_query.{{ column_to_compare }} is null then '{% if emojis %}\ud83e\udd37: {% endif %}value is null in {{ a_relation_name }} only'\n when b_query.{{ column_to_compare }} is null then '{% if emojis %}\ud83e\udd37: {% endif %}value is null in {{ b_relation_name }} only'\n when a_query.{{ column_to_compare }} != b_query.{{ column_to_compare }} then '{% if emojis %}\u274c: {% endif %}\u200dvalues do not match'\n else 'unknown' -- this should never happen\n end as match_status,\n case\n when a_query.{{ column_to_compare }} = b_query.{{ column_to_compare }} then 0\n when a_query.{{ column_to_compare }} is null and b_query.{{ column_to_compare }} is null then 1\n when a_query.{{ primary_key }} is null then 2\n when b_query.{{ primary_key }} is null then 3\n when a_query.{{ column_to_compare }} is null then 4\n when b_query.{{ column_to_compare }} is null then 5\n when a_query.{{ column_to_compare }} != b_query.{{ column_to_compare }} then 6\n else 7 -- this should never happen\n end as match_order\n\n from a_query\n\n full outer join b_query on a_query.{{ primary_key }} = b_query.{{ primary_key }}\n),\n\naggregated as (\n select\n '{{ column_to_compare }}' as column_name,\n match_status,\n match_order,\n count(*) as count_records\n from joined\n\n group by column_name, match_status, match_order\n)\n\nselect\n column_name,\n match_status,\n count_records,\n round(100.0 * count_records / sum(count_records) over (), 2) as percent_of_total\n\nfrom aggregated\n\norder by match_order\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.104543, "supported_languages": null}, "macro.audit_helper.compare_queries": {"name": "compare_queries", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_queries.sql", "original_file_path": "macros/compare_queries.sql", "unique_id": "macro.audit_helper.compare_queries", "macro_sql": "{% macro compare_queries(a_query, b_query, primary_key=None, summarize=true, limit=None) -%}\n {{ return(adapter.dispatch('compare_queries', 'audit_helper')(a_query, b_query, primary_key, summarize, limit)) }}\n{%- endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_queries"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.105035, "supported_languages": null}, "macro.audit_helper.default__compare_queries": {"name": "default__compare_queries", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_queries.sql", "original_file_path": "macros/compare_queries.sql", "unique_id": "macro.audit_helper.default__compare_queries", "macro_sql": "{% macro default__compare_queries(a_query, b_query, primary_key=None, summarize=true, limit=None) %}\n\nwith a as (\n\n {{ a_query }}\n\n),\n\nb as (\n\n {{ b_query }}\n\n),\n\na_intersect_b as (\n\n select * from a\n {{ dbt.intersect() }}\n select * from b\n\n),\n\na_except_b as (\n\n select * from a\n {{ dbt.except() }}\n select * from b\n\n),\n\nb_except_a as (\n\n select * from b\n {{ dbt.except() }}\n select * from a\n\n),\n\nall_records as (\n\n select\n *,\n true as in_a,\n true as in_b\n from a_intersect_b\n\n union all\n\n select\n *,\n true as in_a,\n false as in_b\n from a_except_b\n\n union all\n\n select\n *,\n false as in_a,\n true as in_b\n from b_except_a\n\n),\n\n{%- if summarize %}\n\nsummary_stats as (\n\n select\n\n in_a,\n in_b,\n count(*) as count\n\n from all_records\n group by 1, 2\n\n),\n\nfinal as (\n\n select\n\n *,\n round(100.0 * count / sum(count) over (), 2) as percent_of_total\n\n from summary_stats\n order by in_a desc, in_b desc\n\n)\n\n{%- else %}\n\nfinal as (\n \n select * from all_records\n where not (in_a and in_b)\n order by {{ primary_key ~ \", \" if primary_key is not none }} in_a desc, in_b desc\n\n)\n\n{%- endif %}\n\nselect * from final\n{%- if limit and not summarize %}\nlimit {{ limit }}\n{%- endif %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.intersect", "macro.dbt.except"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.105578, "supported_languages": null}, "macro.audit_helper.compare_relation_columns": {"name": "compare_relation_columns", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.compare_relation_columns", "macro_sql": "{% macro compare_relation_columns(a_relation, b_relation) %}\n {{ return(adapter.dispatch('compare_relation_columns', 'audit_helper')(a_relation, b_relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__compare_relation_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.106255, "supported_languages": null}, "macro.audit_helper.default__compare_relation_columns": {"name": "default__compare_relation_columns", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.default__compare_relation_columns", "macro_sql": "{% macro default__compare_relation_columns(a_relation, b_relation) %}\n\nwith a_cols as (\n {{ audit_helper.get_columns_in_relation_sql(a_relation) }}\n),\n\nb_cols as (\n {{ audit_helper.get_columns_in_relation_sql(b_relation) }}\n)\n\nselect\n column_name,\n a_cols.ordinal_position as a_ordinal_position,\n b_cols.ordinal_position as b_ordinal_position,\n a_cols.data_type as a_data_type,\n b_cols.data_type as b_data_type,\n coalesce(a_cols.ordinal_position = b_cols.ordinal_position, false) as has_ordinal_position_match,\n coalesce(a_cols.data_type = b_cols.data_type, false) as has_data_type_match,\n a_cols.data_type is not null and b_cols.data_type is null as in_a_only,\n b_cols.data_type is not null and a_cols.data_type is null as in_b_only,\n b_cols.data_type is not null and a_cols.data_type is not null as in_both\nfrom a_cols\nfull outer join b_cols using (column_name)\norder by coalesce(a_cols.ordinal_position, b_cols.ordinal_position)\n\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.get_columns_in_relation_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.106473, "supported_languages": null}, "macro.audit_helper.get_columns_in_relation_sql": {"name": "get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.get_columns_in_relation_sql", "macro_sql": "{% macro get_columns_in_relation_sql(relation) %}\n\n{{ adapter.dispatch('get_columns_in_relation_sql', 'audit_helper')(relation) }}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__get_columns_in_relation_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.106626, "supported_languages": null}, "macro.audit_helper.default__get_columns_in_relation_sql": {"name": "default__get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.default__get_columns_in_relation_sql", "macro_sql": "{% macro default__get_columns_in_relation_sql(relation) %}\n \n {% set columns = adapter.get_columns_in_relation(relation) %}\n {% for column in columns %}\n select \n {{ dbt.string_literal(column.name) }} as column_name, \n {{ loop.index }} as ordinal_position,\n {{ dbt.string_literal(column.data_type) }} as data_type\n\n {% if not loop.last -%}\n union all \n {%- endif %}\n {% endfor %}\n\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.string_literal"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1072278, "supported_languages": null}, "macro.audit_helper.redshift__get_columns_in_relation_sql": {"name": "redshift__get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.redshift__get_columns_in_relation_sql", "macro_sql": "{% macro redshift__get_columns_in_relation_sql(relation) %}\n {# You can't store the results of an info schema query to a table/view in Redshift, because the data only lives on the leader node #}\n {{ return (audit_helper.default__get_columns_in_relation_sql(relation)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.audit_helper.default__get_columns_in_relation_sql"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.107383, "supported_languages": null}, "macro.audit_helper.snowflake__get_columns_in_relation_sql": {"name": "snowflake__get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.snowflake__get_columns_in_relation_sql", "macro_sql": "{% macro snowflake__get_columns_in_relation_sql(relation) %}\n{#-\nFrom: https://github.com/dbt-labs/dbt/blob/dev/louisa-may-alcott/plugins/snowflake/dbt/include/snowflake/macros/adapters.sql#L48\nEdited to include ordinal_position\n-#}\n select\n ordinal_position,\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from\n {{ relation.information_schema('columns') }}\n\n where table_name ilike '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema ilike '{{ relation.schema }}'\n {% endif %}\n {% if relation.database %}\n and table_catalog ilike '{{ relation.database }}'\n {% endif %}\n order by ordinal_position\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.information_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.107699, "supported_languages": null}, "macro.audit_helper.postgres__get_columns_in_relation_sql": {"name": "postgres__get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.postgres__get_columns_in_relation_sql", "macro_sql": "{% macro postgres__get_columns_in_relation_sql(relation) %}\n{#-\nFrom: https://github.com/dbt-labs/dbt/blob/23484b18b71010f701b5312f920f04529ceaa6b2/plugins/postgres/dbt/include/postgres/macros/adapters.sql#L32\nEdited to include ordinal_position\n-#}\n select\n ordinal_position,\n column_name,\n data_type,\n character_maximum_length,\n numeric_precision,\n numeric_scale\n\n from {{ relation.information_schema('columns') }}\n where table_name = '{{ relation.identifier }}'\n {% if relation.schema %}\n and table_schema = '{{ relation.schema }}'\n {% endif %}\n order by ordinal_position\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.information_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1079412, "supported_languages": null}, "macro.audit_helper.bigquery__get_columns_in_relation_sql": {"name": "bigquery__get_columns_in_relation_sql", "resource_type": "macro", "package_name": "audit_helper", "path": "macros/compare_relation_columns.sql", "original_file_path": "macros/compare_relation_columns.sql", "unique_id": "macro.audit_helper.bigquery__get_columns_in_relation_sql", "macro_sql": "{% macro bigquery__get_columns_in_relation_sql(relation) %}\n\n select\n ordinal_position,\n column_name,\n data_type\n\n from `{{ relation.database }}`.`{{ relation.schema }}`.INFORMATION_SCHEMA.COLUMNS\n where table_name = '{{ relation.identifier }}'\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1081011, "supported_languages": null}, "macro.dbt_profiler.type_string": {"name": "type_string", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.type_string", "macro_sql": "\n\n{%- macro type_string() -%}\n {{ return(adapter.dispatch(\"type_string\", macro_namespace=\"dbt_profiler\")()) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1089659, "supported_languages": null}, "macro.dbt_profiler.default__type_string": {"name": "default__type_string", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__type_string", "macro_sql": "{%- macro default__type_string() -%}\n varchar\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.10904, "supported_languages": null}, "macro.dbt_profiler.bigquery__type_string": {"name": "bigquery__type_string", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.bigquery__type_string", "macro_sql": "{%- macro bigquery__type_string() -%}\n string\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.109108, "supported_languages": null}, "macro.dbt_profiler.databricks__type_string": {"name": "databricks__type_string", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.databricks__type_string", "macro_sql": "{%- macro databricks__type_string() -%}\n string\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.109178, "supported_languages": null}, "macro.dbt_profiler.is_numeric_dtype": {"name": "is_numeric_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.is_numeric_dtype", "macro_sql": "\n\n{%- macro is_numeric_dtype(dtype) -%}\n {{ return(adapter.dispatch(\"is_numeric_dtype\", macro_namespace=\"dbt_profiler\")(dtype)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__is_numeric_dtype"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.109347, "supported_languages": null}, "macro.dbt_profiler.default__is_numeric_dtype": {"name": "default__is_numeric_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__is_numeric_dtype", "macro_sql": "{%- macro default__is_numeric_dtype(dtype) -%}\n {% set is_numeric = dtype.startswith(\"int\") or dtype.startswith(\"float\") or \"numeric\" in dtype or \"number\" in dtype or \"double\" in dtype or \"bigint\" in dtype %}\n {% do return(is_numeric) %}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.109662, "supported_languages": null}, "macro.dbt_profiler.sqlserver__is_numeric_dtype": {"name": "sqlserver__is_numeric_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.sqlserver__is_numeric_dtype", "macro_sql": "{%- macro sqlserver__is_numeric_dtype(dtype) -%}\n {% set is_numeric = dtype in [\"decimal\", \"numeric\", \"bigint\" \"numeric\", \"smallint\", \"decimal\", \"int\", \"tinyint\", \"money\", \"float\", \"real\"] %}\n {% do return(is_numeric) %}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1099572, "supported_languages": null}, "macro.dbt_profiler.is_logical_dtype": {"name": "is_logical_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.is_logical_dtype", "macro_sql": "\n\n{%- macro is_logical_dtype(dtype) -%}\n {{ return(adapter.dispatch(\"is_logical_dtype\", macro_namespace=\"dbt_profiler\")(dtype)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__is_logical_dtype"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.110136, "supported_languages": null}, "macro.dbt_profiler.default__is_logical_dtype": {"name": "default__is_logical_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__is_logical_dtype", "macro_sql": "{%- macro default__is_logical_dtype(dtype) -%}\n {% set is_bool = dtype.startswith(\"bool\") %}\n {% do return(is_bool) %}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.110313, "supported_languages": null}, "macro.dbt_profiler.is_date_or_time_dtype": {"name": "is_date_or_time_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.is_date_or_time_dtype", "macro_sql": "\n\n{%- macro is_date_or_time_dtype(dtype) -%}\n {{ return(adapter.dispatch(\"is_date_or_time_dtype\", macro_namespace=\"dbt_profiler\")(dtype)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__is_date_or_time_dtype"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1104882, "supported_languages": null}, "macro.dbt_profiler.default__is_date_or_time_dtype": {"name": "default__is_date_or_time_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__is_date_or_time_dtype", "macro_sql": "{%- macro default__is_date_or_time_dtype(dtype) -%}\n {% set is_date_or_time = dtype.startswith(\"timestamp\") or dtype.startswith(\"date\") %}\n {% do return(is_date_or_time) %}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.110703, "supported_languages": null}, "macro.dbt_profiler.is_struct_dtype": {"name": "is_struct_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.is_struct_dtype", "macro_sql": "\n\n{%- macro is_struct_dtype(dtype) -%}\n {{ return(adapter.dispatch(\"is_struct_dtype\", macro_namespace=\"dbt_profiler\")(dtype)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__is_struct_dtype"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.110877, "supported_languages": null}, "macro.dbt_profiler.default__is_struct_dtype": {"name": "default__is_struct_dtype", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__is_struct_dtype", "macro_sql": "{%- macro default__is_struct_dtype(dtype) -%}\n {% do return((dtype | lower).startswith('struct')) %}\n{%- endmacro -%}\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1110342, "supported_languages": null}, "macro.dbt_profiler.information_schema": {"name": "information_schema", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.information_schema", "macro_sql": "\n\n{%- macro information_schema(relation) -%}\n {{ return(adapter.dispatch(\"information_schema\", macro_namespace=\"dbt_profiler\")(relation)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__information_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.111207, "supported_languages": null}, "macro.dbt_profiler.default__information_schema": {"name": "default__information_schema", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__information_schema", "macro_sql": "{%- macro default__information_schema(relation) -%}\n {{ relation.information_schema() }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.information_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1113129, "supported_languages": null}, "macro.dbt_profiler.bigquery__information_schema": {"name": "bigquery__information_schema", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.bigquery__information_schema", "macro_sql": "{%- macro bigquery__information_schema(relation) -%}\n {{ adapter.quote(relation.database) }}.{{ adapter.quote(relation.schema) }}.INFORMATION_SCHEMA\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.111559, "supported_languages": null}, "macro.dbt_profiler.select_from_information_schema_columns": {"name": "select_from_information_schema_columns", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.select_from_information_schema_columns", "macro_sql": "\n\n{%- macro select_from_information_schema_columns(relation) -%}\n {{ return(adapter.dispatch(\"select_from_information_schema_columns\", macro_namespace=\"dbt_profiler\")(relation)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__select_from_information_schema_columns"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.111734, "supported_languages": null}, "macro.dbt_profiler.default__select_from_information_schema_columns": {"name": "default__select_from_information_schema_columns", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.default__select_from_information_schema_columns", "macro_sql": "{%- macro default__select_from_information_schema_columns(relation) -%}\n select\n *\n from {{ dbt_profiler.information_schema(relation) }}.COLUMNS\n where lower(table_schema) = lower('{{ relation.schema }}') \n and lower(table_name) = lower('{{ relation.identifier }}')\n order by ordinal_position asc\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.information_schema"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.111915, "supported_languages": null}, "macro.dbt_profiler.redshift__select_from_information_schema_columns": {"name": "redshift__select_from_information_schema_columns", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/cross_db_utils.sql", "original_file_path": "macros/cross_db_utils.sql", "unique_id": "macro.dbt_profiler.redshift__select_from_information_schema_columns", "macro_sql": "{%- macro redshift__select_from_information_schema_columns(relation) -%}\n select\n attr.attname::varchar as column_name,\n type.typname::varchar as data_type,\n class.relname::varchar as table_name,\n namespace.nspname::varchar as table_schema\n from pg_catalog.pg_attribute as attr\n join pg_catalog.pg_type as type on (attr.atttypid = type.oid)\n join pg_catalog.pg_class as class on (attr.attrelid = class.oid)\n join pg_catalog.pg_namespace as namespace on (class.relnamespace = namespace.oid)\n where lower(table_schema) = lower('{{ relation.schema }}') \n and lower(table_name) = lower('{{ relation.identifier }}')\n and attr.attnum > 0\n{%- endmacro -%}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.112076, "supported_languages": null}, "macro.dbt_profiler.get_relation": {"name": "get_relation", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/relation.sql", "original_file_path": "macros/relation.sql", "unique_id": "macro.dbt_profiler.get_relation", "macro_sql": "{% macro get_relation(relation=none, relation_name=none, schema=none, database=none) %}\n\n{% if relation is none and relation_name is none %}\n {{ exceptions.raise_compiler_error(\"Either relation or relation_name must be specified.\") }}\n{% endif %}\n\n{% if relation is none %}\n {% if schema is none %}\n {% set schema = target.schema %}\n {% endif %}\n\n {% if database is none %}\n {% set database = target.database %}\n {% endif %}\n\n {{ log(\"Get relation %s (database=%s, schema=%s)\" | format(adapter.quote(relation_name), adapter.quote(database), adapter.quote(schema)), info=False) }}\n\n {%- \n set relation = adapter.get_relation(\n database=database,\n schema=schema,\n identifier=relation_name\n ) \n -%}\n {% if relation is none %}\n {{ exceptions.raise_compiler_error(\"Relation \" ~ adapter.quote(relation_name) ~ \" does not exist or not authorized.\") }}\n {% endif %}\n{% endif %}\n\n{% do return(relation) %}\n\n{% endmacro %}", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.113319, "supported_languages": null}, "macro.dbt_profiler.assert_relation_exists": {"name": "assert_relation_exists", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/relation.sql", "original_file_path": "macros/relation.sql", "unique_id": "macro.dbt_profiler.assert_relation_exists", "macro_sql": "\n\n{%- macro assert_relation_exists(relation) -%}\n {{ return(adapter.dispatch(\"assert_relation_exists\", macro_namespace=\"dbt_profiler\")(relation)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__assert_relation_exists"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.113506, "supported_languages": null}, "macro.dbt_profiler.default__assert_relation_exists": {"name": "default__assert_relation_exists", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/relation.sql", "original_file_path": "macros/relation.sql", "unique_id": "macro.dbt_profiler.default__assert_relation_exists", "macro_sql": "{% macro default__assert_relation_exists(relation) %}\n\n{% do run_query(\"select * from \" ~ relation ~ \" limit 0\") %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.113652, "supported_languages": null}, "macro.dbt_profiler.sqlserver__assert_relation_exists": {"name": "sqlserver__assert_relation_exists", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/relation.sql", "original_file_path": "macros/relation.sql", "unique_id": "macro.dbt_profiler.sqlserver__assert_relation_exists", "macro_sql": "{% macro sqlserver__assert_relation_exists(relation) %}\n\n{% do run_query(\"select top(0) * from \" ~ relation ~ \"\") %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1137931, "supported_languages": null}, "macro.dbt_profiler.print_profile": {"name": "print_profile", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/print_profile.sql", "original_file_path": "macros/print_profile.sql", "unique_id": "macro.dbt_profiler.print_profile", "macro_sql": "{% macro print_profile(relation=none, relation_name=none, schema=none, database=none, exclude_measures=[], include_columns=[], exclude_columns=[], max_rows=none, max_columns=13, max_column_width=30, max_precision=none, where_clause=none) %}\n\n{%- set results = dbt_profiler.get_profile_table(relation=relation, relation_name=relation_name, schema=schema, database=database, exclude_measures=exclude_measures, include_columns=include_columns, exclude_columns=exclude_columns, where_clause=where_clause) -%}\n\n{% if execute %}\n {% do results.print_table(max_rows=max_rows, max_columns=max_columns, max_column_width=max_column_width, max_precision=max_precision) %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.get_profile_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.114509, "supported_languages": null}, "macro.dbt_profiler.print_profile_docs": {"name": "print_profile_docs", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/print_profile_docs.sql", "original_file_path": "macros/print_profile_docs.sql", "unique_id": "macro.dbt_profiler.print_profile_docs", "macro_sql": "{% macro print_profile_docs(relation=none, relation_name=none, docs_name=none, schema=none, database=none, exclude_measures=[], include_columns=[], exclude_columns=[], max_rows=none, max_columns=13, max_column_width=30, max_precision=none, where_clause=none) %}\n\n{% if execute %}\n\n {%- set results = dbt_profiler.get_profile_table(relation=relation, relation_name=relation_name, schema=schema, database=database, exclude_measures=exclude_measures, include_columns=include_columns, exclude_columns=exclude_columns, where_clause=where_clause) -%}\n \n {% if docs_name is none %}\n {% set docs_name = 'dbt_profiler__' + relation_name %}\n {% endif %}\n \n {%- set startdocs = '{% docs ' ~ docs_name ~ ' %}' -%}\n {%- set enddocs = '{% enddocs %}' -%}\n \n {# Check if macro is called in dbt Cloud? #}\n {%- if flags.WHICH == 'rpc' -%}\n {%- set is_dbt_cloud = true -%}\n {%- else -%}\n {%- set is_dbt_cloud = false -%}\n {%- endif -%}\n \n {% if not is_dbt_cloud %}\n \n {{ print(startdocs) }}\n {% do results.print_table(max_rows=max_rows, max_columns=max_columns, max_column_width=max_column_width, max_precision=max_precision) %}\n {{ print(enddocs) }}\n \n {% else %}\n \n {%- set profile_docs=[] -%}\n {% do profile_docs.append(startdocs) -%}\n {% do profile_docs.append('') %}\n \n {# Get header from column names #}\n {%- set headers = results.column_names -%}\n {%- set header = [] -%}\n {%- set horizontal_line = [] -%}\n \n {% for i in range(0,headers|length) %}\n {% do header.append(headers[i]) %}\n {% do horizontal_line.append('---') %}\n {% endfor %}\n {% do profile_docs.append('| ' ~ header|join(' | ') ~ ' |') %}\n {% do profile_docs.append('| ' ~ horizontal_line|join(' | ') ~ ' |') %}\n \n {# Get row values #}\n {% for row in results.rows %}\n {%- set list_row = [''] -%}\n {% for val in row.values() %}\n {% do list_row.append(val) %}\n {% endfor %}\n {% do profile_docs.append(list_row|join(' | ') ~ ' |') %}\n {% endfor %}\n {% do profile_docs.append('') %}\n {% do profile_docs.append(enddocs) %}\n \n {# Join profile docs #}\n {%- set joined = profile_docs | join ('\\n') -%}\n {{ log(joined, info=True) }}\n {% do return(joined) %}\n \n {% endif %}\n \n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.get_profile_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.117395, "supported_languages": null}, "macro.dbt_profiler.get_profile": {"name": "get_profile", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/get_profile.sql", "original_file_path": "macros/get_profile.sql", "unique_id": "macro.dbt_profiler.get_profile", "macro_sql": "{% macro get_profile(relation, exclude_measures=[], include_columns=[], exclude_columns=[], where_clause=none, group_by=[]) %}\n {{ return(adapter.dispatch(\"get_profile\", macro_namespace=\"dbt_profiler\")(relation, exclude_measures, include_columns, exclude_columns, where_clause, group_by)) }}\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.default__get_profile"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.120714, "supported_languages": null}, "macro.dbt_profiler.default__get_profile": {"name": "default__get_profile", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/get_profile.sql", "original_file_path": "macros/get_profile.sql", "unique_id": "macro.dbt_profiler.default__get_profile", "macro_sql": "{% macro default__get_profile(relation, exclude_measures=[], include_columns=[], exclude_columns=[], where_clause=none, group_by=[]) %}\n\n{%- if include_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both include_columns and exclude_columns arguments were provided to the `get_profile` macro. Only one is allowed.\") }}\n{%- endif -%}\n\n{%- set all_measures = [\n \"row_count\",\n \"not_null_proportion\",\n \"distinct_proportion\",\n \"distinct_count\",\n \"is_unique\",\n \"min\",\n \"max\",\n \"avg\",\n \"median\",\n \"std_dev_population\",\n \"std_dev_sample\"\n] -%}\n\n{%- set include_measures = all_measures | reject(\"in\", exclude_measures) -%}\n\n{{ log(\"Include measures: \" ~ include_measures, info=False) }}\n\n{% if execute %}\n {% do dbt_profiler.assert_relation_exists(relation) %}\n\n {{ log(\"Get columns in relation %s\" | format(relation.include()), info=False) }}\n {%- set relation_columns = adapter.get_columns_in_relation(relation) -%}\n {%- set relation_column_names = relation_columns | map(attribute=\"name\") | list -%}\n {{ log(\"Relation columns: \" ~ relation_column_names | join(', '), info=False) }}\n\n {%- if include_columns -%}\n {%- set profile_column_names = relation_column_names | select(\"in\", include_columns) | list -%}\n {%- elif exclude_columns -%}\n {%- set profile_column_names = relation_column_names | reject(\"in\", exclude_columns) | list -%}\n {%- else -%}\n {%- set profile_column_names = relation_column_names -%}\n {%- endif -%}\n\n {{ log(\"Profile columns: \" ~ profile_column_names | join(', '), info=False) }}\n\n {% set information_schema_columns = run_query(dbt_profiler.select_from_information_schema_columns(relation)) %}\n {% set information_schema_columns = information_schema_columns.rename(information_schema_columns.column_names | map('lower')) %}\n {% set information_schema_data_types = information_schema_columns.columns['data_type'].values() | map('lower') | list %}\n {% set information_schema_column_names = information_schema_columns.columns['column_name'].values() | map('lower') | list %}\n {% set data_type_map = {} %}\n {% for column_name in information_schema_column_names %}\n {% do data_type_map.update({column_name: information_schema_data_types[loop.index-1]}) %}\n {% endfor %}\n {{ log(\"Column data types: \" ~ data_type_map, info=False) }}\n\n {% set profile_sql %}\n with source_data as (\n select\n *\n from {{ relation }}\n {% if where_clause %}\n where {{ where_clause }}\n {% endif %}\n ),\n\n column_profiles as (\n {% for column_name in profile_column_names %}\n {% set data_type = data_type_map.get(column_name.lower(), \"\") %}\n select\n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n lower('{{ column_name }}') as column_name,\n nullif(lower('{{ data_type }}'), '') as data_type,\n {% if \"row_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_row_count(column_name, data_type) }} as row_count,\n {%- endif %}\n {% if \"not_null_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_not_null_proportion(column_name, data_type) }} as not_null_proportion,\n {%- endif %}\n {% if \"distinct_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_proportion(column_name, data_type) }} as distinct_proportion,\n {%- endif %}\n {% if \"distinct_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_count(column_name, data_type) }} as distinct_count,\n {%- endif %}\n {% if \"is_unique\" not in exclude_measures -%}\n {{ dbt_profiler.measure_is_unique(column_name, data_type) }} as is_unique,\n {%- endif %}\n {% if \"min\" not in exclude_measures -%}\n {{ dbt_profiler.measure_min(column_name, data_type) }} as min,\n {%- endif %}\n {% if \"max\" not in exclude_measures -%}\n {{ dbt_profiler.measure_max(column_name, data_type) }} as max,\n {%- endif %}\n {% if \"avg\" not in exclude_measures -%}\n {{ dbt_profiler.measure_avg(column_name, data_type) }} as avg,\n {%- endif %}\n {% if \"median\" not in exclude_measures -%}\n {{ dbt_profiler.measure_median(column_name, data_type) }} as median,\n {%- endif %}\n {% if \"std_dev_population\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_population(column_name, data_type) }} as std_dev_population,\n {%- endif %}\n {% if \"std_dev_sample\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_sample(column_name, data_type) }} as std_dev_sample,\n {%- endif %}\n cast(current_timestamp as {{ dbt_profiler.type_string() }}) as profiled_at,\n {{ loop.index }} as _column_position\n from source_data\n {% if group_by %}\n group by {{ group_by | join(\", \") }}\n {% endif %}\n {% if not loop.last %}union all{% endif %}\n {% endfor %}\n )\n\n select\n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n column_name,\n data_type,\n {% for measure in include_measures %}\n {{ measure }},\n {% endfor %}\n profiled_at\n from column_profiles\n order by {% if group_by %}{{ group_by | join(\", \") }},{% endif %} _column_position asc\n {% endset %}\n\n {% do return(profile_sql) %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.assert_relation_exists", "macro.dbt.run_query", "macro.dbt_profiler.select_from_information_schema_columns", "macro.dbt_profiler.measure_row_count", "macro.dbt_profiler.measure_not_null_proportion", "macro.dbt_profiler.measure_distinct_proportion", "macro.dbt_profiler.measure_distinct_count", "macro.dbt_profiler.measure_is_unique", "macro.dbt_profiler.measure_min", "macro.dbt_profiler.measure_max", "macro.dbt_profiler.measure_avg", "macro.dbt_profiler.measure_median", "macro.dbt_profiler.measure_std_dev_population", "macro.dbt_profiler.measure_std_dev_sample", "macro.dbt_profiler.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.124844, "supported_languages": null}, "macro.dbt_profiler.databricks__get_profile": {"name": "databricks__get_profile", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/get_profile.sql", "original_file_path": "macros/get_profile.sql", "unique_id": "macro.dbt_profiler.databricks__get_profile", "macro_sql": "{% macro databricks__get_profile(relation, exclude_measures=[], include_columns=[], exclude_columns=[], where_clause=none, group_by=[]) %}\n\n{%- if include_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both include_columns and exclude_columns arguments were provided to the `get_profile` macro. Only one is allowed.\") }}\n{%- endif -%}\n\n{%- set all_measures = [\n \"row_count\",\n \"not_null_proportion\",\n \"distinct_proportion\",\n \"distinct_count\",\n \"is_unique\",\n \"min\",\n \"max\",\n \"avg\",\n \"median\",\n \"std_dev_population\",\n \"std_dev_sample\"\n] -%}\n\n{%- set include_measures = all_measures | reject(\"in\", exclude_measures) -%}\n\n{{ log(\"Include measures: \" ~ include_measures, info=False) }}\n\n{% if execute %}\n {% do dbt_profiler.assert_relation_exists(relation) %}\n\n {{ log(\"Get columns in relation %s\" | format(relation.include()), info=True) }}\n {%- set relation_columns = adapter.get_columns_in_relation(relation) -%}\n {%- set relation_column_names = relation_columns | map(attribute=\"name\") | list -%}\n {{ log(\"Relation columns: \" ~ relation_column_names | join(', '), info=False) }}\n\n {%- if include_columns -%}\n {%- set profile_column_names = relation_column_names | select(\"in\", include_columns) | list -%}\n {%- elif exclude_columns -%}\n {%- set profile_column_names = relation_column_names | reject(\"in\", exclude_columns) | list -%}\n {%- else -%}\n {%- set profile_column_names = relation_column_names -%}\n {%- endif -%}\n\n {{ log(\"Profile columns: \" ~ profile_column_names | join(', '), info=False) }}\n\n {# Get column metadata. #}\n {% call statement('table_metadata', fetch_result=True) -%}\n describe table extended {{ relation.schema }}.{{ relation.identifier }}\n {% endcall %}\n {% set columns_metadata = load_result('table_metadata').table %}\n {% set columns_metadata = columns_metadata.rename(columns_metadata.column_names | map('lower')) %}\n \n {% set data_types = columns_metadata.columns['data_type'].values() | map('lower') | list %}\n {% set column_names = columns_metadata.columns['col_name'].values() | map('lower') | list %}\n {% set data_type_map = {} %}\n {% for column_name in column_names %}\n {% do data_type_map.update({column_name: data_types[loop.index-1]}) %}\n {% endfor %}\n {{ log(\"Column data types: \" ~ data_type_map, info=False) }}\n\n {% set profile_sql %}\n with source_data as (\n select\n *\n from {{ relation }}\n {% if where_clause %}\n where {{ where_clause }}\n {% endif %}\n ),\n\n column_profiles as (\n {% for column_name in profile_column_names %}\n {% set data_type = data_type_map.get(column_name.lower(), \"\") %}\n select \n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n lower('{{ column_name }}') as column_name,\n nullif(lower('{{ data_type }}'), '') as data_type,\n {% if \"row_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_row_count(column_name, data_type) }} as row_count,\n {%- endif %}\n {% if \"not_null_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_not_null_proportion(column_name, data_type) }} as not_null_proportion,\n {%- endif %}\n {% if \"distinct_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_proportion(column_name, data_type) }} as distinct_proportion,\n {%- endif %}\n {% if \"distinct_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_count(column_name, data_type) }} as distinct_count,\n {%- endif %}\n {% if \"is_unique\" not in exclude_measures -%}\n {{ dbt_profiler.measure_is_unique(column_name, data_type) }} as is_unique,\n {%- endif %}\n {% if \"min\" not in exclude_measures -%}\n {{ dbt_profiler.measure_min(column_name, data_type) }} as min,\n {%- endif %}\n {% if \"max\" not in exclude_measures -%}\n {{ dbt_profiler.measure_max(column_name, data_type) }} as max,\n {%- endif %}\n {% if \"avg\" not in exclude_measures -%}\n {{ dbt_profiler.measure_avg(column_name, data_type) }} as avg,\n {%- endif %}\n {% if \"median\" not in exclude_measures -%}\n {{ dbt_profiler.measure_median(column_name, data_type) }} as median,\n {%- endif %}\n {% if \"std_dev_population\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_population(column_name, data_type) }} as std_dev_population,\n {%- endif %}\n {% if \"std_dev_sample\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_sample(column_name, data_type) }} as std_dev_sample,\n {%- endif %}\n cast(current_timestamp as {{ dbt_profiler.type_string() }}) as profiled_at,\n {{ loop.index }} as _column_position\n from source_data\n {% if group_by %}\n group by {{ group_by | join(\", \") }}\n {% endif %}\n {% if not loop.last %}union all{% endif %}\n {% endfor %}\n )\n\n select\n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n column_name,\n data_type,\n {% for measure in include_measures %}\n {{ measure }},\n {% endfor %}\n profiled_at\n from column_profiles\n order by {% if group_by %}{{ group_by | join(\", \") }},{% endif %} _column_position asc\n {% endset %}\n\n {# {{ print(profile_sql) }} #}\n\n {% do return(profile_sql) %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.assert_relation_exists", "macro.dbt.statement", "macro.dbt_profiler.measure_row_count", "macro.dbt_profiler.measure_not_null_proportion", "macro.dbt_profiler.measure_distinct_proportion", "macro.dbt_profiler.measure_distinct_count", "macro.dbt_profiler.measure_is_unique", "macro.dbt_profiler.measure_min", "macro.dbt_profiler.measure_max", "macro.dbt_profiler.measure_avg", "macro.dbt_profiler.measure_median", "macro.dbt_profiler.measure_std_dev_population", "macro.dbt_profiler.measure_std_dev_sample", "macro.dbt_profiler.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1291342, "supported_languages": null}, "macro.dbt_profiler.sqlserver__get_profile": {"name": "sqlserver__get_profile", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/get_profile.sql", "original_file_path": "macros/get_profile.sql", "unique_id": "macro.dbt_profiler.sqlserver__get_profile", "macro_sql": "{% macro sqlserver__get_profile(relation, exclude_measures=[], include_columns=[], exclude_columns=[], where_clause=none, group_by=[]) %}\n\n{%- if include_columns and exclude_columns -%}\n {{ exceptions.raise_compiler_error(\"Both include_columns and exclude_columns arguments were provided to the `get_profile` macro. Only one is allowed.\") }}\n{%- endif -%}\n\n{%- set all_measures = [\n \"row_count\",\n \"not_null_proportion\",\n \"distinct_proportion\",\n \"distinct_count\",\n \"is_unique\",\n \"min\",\n \"max\",\n \"avg\",\n \"median\",\n \"std_dev_population\",\n \"std_dev_sample\"\n] -%}\n\n{%- set include_measures = all_measures | reject(\"in\", exclude_measures) -%}\n\n{{ log(\"Include measures: \" ~ include_measures, info=False) }}\n\n{% if execute %}\n {% do dbt_profiler.assert_relation_exists(relation) %}\n\n {{ log(\"Get columns in relation %s\" | format(relation.include()), info=False) }}\n {%- set relation_columns = adapter.get_columns_in_relation(relation) -%}\n {%- set relation_column_names = relation_columns | map(attribute=\"name\") | list -%}\n {{ log(\"Relation columns: \" ~ relation_column_names | join(', '), info=False) }}\n\n {%- if include_columns -%}\n {%- set profile_column_names = relation_column_names | select(\"in\", include_columns) | list -%}\n {%- elif exclude_columns -%}\n {%- set profile_column_names = relation_column_names | reject(\"in\", exclude_columns) | list -%}\n {%- else -%}\n {%- set profile_column_names = relation_column_names -%}\n {%- endif -%}\n\n {{ log(\"Profile columns: \" ~ profile_column_names | join(', '), info=False) }}\n\n {% set information_schema_columns = run_query(dbt_profiler.select_from_information_schema_columns(relation)) %}\n {% set information_schema_columns = information_schema_columns.rename(information_schema_columns.column_names | map('lower')) %}\n {% set information_schema_data_types = information_schema_columns.columns['data_type'].values() | map('lower') | list %}\n {% set information_schema_column_names = information_schema_columns.columns['column_name'].values() | map('lower') | list %}\n {% set data_type_map = {} %}\n {% for column_name in information_schema_column_names %}\n {% do data_type_map.update({column_name: information_schema_data_types[loop.index-1]}) %}\n {% endfor %}\n {{ log(\"Column data types: \" ~ data_type_map, info=False) }}\n\n {% set profile_sql %}\n with source_data as (\n select\n *\n from {{ relation }}\n {% if where_clause %}\n where {{ where_clause }}\n {% endif %}\n ),\n\n column_profiles as (\n {% for column_name in profile_column_names %}\n {% set data_type = data_type_map.get(column_name.lower(), \"\") %}\n select \n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n lower('{{ column_name }}') as column_name,\n nullif(lower('{{ data_type }}'), '') as data_type,\n {% if \"row_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_row_count(column_name, data_type) }} as row_count,\n {%- endif %}\n {% if \"not_null_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_not_null_proportion(column_name, data_type) }} as not_null_proportion,\n {%- endif %}\n {% if \"distinct_proportion\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_proportion(column_name, data_type) }} as distinct_proportion,\n {%- endif %}\n {% if \"distinct_count\" not in exclude_measures -%}\n {{ dbt_profiler.measure_distinct_count(column_name, data_type) }} as distinct_count,\n {%- endif %}\n {% if \"is_unique\" not in exclude_measures -%}\n {{ dbt_profiler.measure_is_unique(column_name, data_type) }} as is_unique,\n {%- endif %}\n {% if \"min\" not in exclude_measures -%}\n {{ dbt_profiler.measure_min(column_name, data_type) }} as min,\n {%- endif %}\n {% if \"max\" not in exclude_measures -%}\n {{ dbt_profiler.measure_max(column_name, data_type) }} as max,\n {%- endif %}\n {% if \"avg\" not in exclude_measures -%}\n {{ dbt_profiler.measure_avg(column_name, data_type) }} as avg,\n {%- endif %}\n {% if \"median\" not in exclude_measures -%}\n {{ dbt_profiler.measure_median(column_name, data_type) }} as median,\n {%- endif %}\n {% if \"std_dev_population\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_population(column_name, data_type) }} as std_dev_population,\n {%- endif %}\n {% if \"std_dev_sample\" not in exclude_measures -%}\n {{ dbt_profiler.measure_std_dev_sample(column_name, data_type) }} as std_dev_sample,\n {%- endif %}\n cast(current_timestamp as {{ dbt_profiler.type_string() }}) as profiled_at,\n {{ loop.index }} as _column_position\n from source_data\n {% if group_by %}\n group by {{ group_by | join(\", \") }}\n {% endif %}\n {% if not loop.last %}union all{% endif %}\n {% endfor %}\n )\n\n select top 100 percent\n {%- for group_by_column in group_by %}\n {{ group_by_column }},\n {%- endfor %}\n column_name,\n data_type,\n {% for measure in include_measures %}\n {{ measure }},\n {% endfor %}\n profiled_at\n from column_profiles\n order by {% if group_by %}{{ group_by | join(\", \") }},{% endif %} _column_position asc\n {% endset %}\n\n {% do return(profile_sql) %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.assert_relation_exists", "macro.dbt.run_query", "macro.dbt_profiler.select_from_information_schema_columns", "macro.dbt_profiler.measure_row_count", "macro.dbt_profiler.measure_not_null_proportion", "macro.dbt_profiler.measure_distinct_proportion", "macro.dbt_profiler.measure_distinct_count", "macro.dbt_profiler.measure_is_unique", "macro.dbt_profiler.measure_min", "macro.dbt_profiler.measure_max", "macro.dbt_profiler.measure_avg", "macro.dbt_profiler.measure_median", "macro.dbt_profiler.measure_std_dev_population", "macro.dbt_profiler.measure_std_dev_sample", "macro.dbt_profiler.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1332748, "supported_languages": null}, "macro.dbt_profiler.get_profile_table": {"name": "get_profile_table", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/get_profile_table.sql", "original_file_path": "macros/get_profile_table.sql", "unique_id": "macro.dbt_profiler.get_profile_table", "macro_sql": "{% macro get_profile_table(relation=none, relation_name=none, schema=none, database=none, exclude_measures=[], include_columns=[], exclude_columns=[], where_clause=none) %}\n\n{%- set relation = dbt_profiler.get_relation(\n relation=relation,\n relation_name=relation_name,\n schema=schema,\n database=database\n) -%}\n{%- set profile_sql = dbt_profiler.get_profile(relation=relation, exclude_measures=exclude_measures, include_columns=include_columns, exclude_columns=exclude_columns, where_clause=where_clause) -%}\n{{ log(profile_sql, info=False) }}\n{% set results = run_query(profile_sql) %}\n{% set results = results.rename(results.column_names | map('lower')) %}\n{% do return(results) %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.get_relation", "macro.dbt_profiler.get_profile", "macro.dbt.run_query"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.134123, "supported_languages": null}, "macro.dbt_profiler.print_profile_schema": {"name": "print_profile_schema", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/print_profile_schema.sql", "original_file_path": "macros/print_profile_schema.sql", "unique_id": "macro.dbt_profiler.print_profile_schema", "macro_sql": "{% macro print_profile_schema(relation=none, relation_name=none, schema=none, database=none, exclude_measures=[], include_columns=[], exclude_columns=[], model_description=\"\", column_description=\"\", where_clause=none) %}\n\n{%- set column_dicts = [] -%}\n{%- set results = dbt_profiler.get_profile_table(relation=relation, relation_name=relation_name, schema=schema, database=database, exclude_measures=exclude_measures, include_columns=include_columns, exclude_columns=exclude_columns, where_clause=where_clause) -%}\n\n{% if execute %}\n {% for row in results.rows %}\n\n {% set row_dict = row.dict() %}\n {% set column_name = row_dict.pop(\"column_name\") %}\n\n {% set meta_dict = {} %}\n {% for key, value in row_dict.items() %}\n {% set column = results.columns.get(key) %}\n {% do meta_dict.update({key: column.data_type.jsonify(value)}) %}\n {% endfor %}\n\n {% set column_dict = {\"name\": column_name, \"description\": column_description, \"meta\": meta_dict} %}\n {% do column_dicts.append(column_dict) %}\n {% endfor %}\n\n {% set schema_dict = {\n \"version\": 2,\n \"models\": [\n {\n \"name\": relation_name,\n \"description\": model_description,\n \"columns\": column_dicts\n }\n ]\n } %}\n {% set schema_yaml = toyaml(schema_dict) %}\n\n {{ log(schema_yaml, info=True) }}\n {% do return(schema_dict) %}\n{% endif %}\n\n{% endmacro %}", "depends_on": {"macros": ["macro.dbt_profiler.get_profile_table"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1358368, "supported_languages": null}, "macro.dbt_profiler.measure_row_count": {"name": "measure_row_count", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_row_count", "macro_sql": "\n\n{%- macro measure_row_count(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_row_count\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_row_count"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.137384, "supported_languages": null}, "macro.dbt_profiler.default__measure_row_count": {"name": "default__measure_row_count", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_row_count", "macro_sql": "{%- macro default__measure_row_count(column_name, data_type) -%}\ncast(count(*) as {{ dbt.type_numeric() }})\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.137507, "supported_languages": null}, "macro.dbt_profiler.measure_not_null_proportion": {"name": "measure_not_null_proportion", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_not_null_proportion", "macro_sql": "\n\n{%- macro measure_not_null_proportion(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_not_null_proportion\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_not_null_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1376991, "supported_languages": null}, "macro.dbt_profiler.default__measure_not_null_proportion": {"name": "default__measure_not_null_proportion", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_not_null_proportion", "macro_sql": "{%- macro default__measure_not_null_proportion(column_name, data_type) -%}\nsum(case when {{ adapter.quote(column_name) }} is null then 0 else 1 end) / cast(count(*) as {{ dbt.type_numeric() }})\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1378691, "supported_languages": null}, "macro.dbt_profiler.measure_distinct_proportion": {"name": "measure_distinct_proportion", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_distinct_proportion", "macro_sql": "\n\n{%- macro measure_distinct_proportion(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_distinct_proportion\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_distinct_proportion"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.13806, "supported_languages": null}, "macro.dbt_profiler.default__measure_distinct_proportion": {"name": "default__measure_distinct_proportion", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_distinct_proportion", "macro_sql": "{%- macro default__measure_distinct_proportion(column_name, data_type) -%}\n{%- if not dbt_profiler.is_struct_dtype(data_type) -%}\n count(distinct {{ adapter.quote(column_name) }}) / cast(count(*) as {{ dbt.type_numeric() }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.138338, "supported_languages": null}, "macro.dbt_profiler.measure_distinct_count": {"name": "measure_distinct_count", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_distinct_count", "macro_sql": "\n\n{%- macro measure_distinct_count(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_distinct_count\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_distinct_count"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.13853, "supported_languages": null}, "macro.dbt_profiler.default__measure_distinct_count": {"name": "default__measure_distinct_count", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_distinct_count", "macro_sql": "{%- macro default__measure_distinct_count(column_name, data_type) -%}\n{%- if not dbt_profiler.is_struct_dtype(data_type) -%}\n count(distinct {{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.138775, "supported_languages": null}, "macro.dbt_profiler.measure_is_unique": {"name": "measure_is_unique", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_is_unique", "macro_sql": "\n\n{%- macro measure_is_unique(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_is_unique\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_is_unique"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.138967, "supported_languages": null}, "macro.dbt_profiler.default__measure_is_unique": {"name": "default__measure_is_unique", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_is_unique", "macro_sql": "{%- macro default__measure_is_unique(column_name, data_type) -%}\n{%- if not dbt_profiler.is_struct_dtype(data_type) -%}\n count(distinct {{ adapter.quote(column_name) }}) = count(*)\n{%- else -%}\n null\n{%- endif -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_struct_dtype"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1391768, "supported_languages": null}, "macro.dbt_profiler.sqlserver__measure_is_unique": {"name": "sqlserver__measure_is_unique", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.sqlserver__measure_is_unique", "macro_sql": "{%- macro sqlserver__measure_is_unique(column_name, data_type) -%}\ncase when count(distinct {{ adapter.quote(column_name) }}) = count(*) then 1 else 0 end\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": []}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.139313, "supported_languages": null}, "macro.dbt_profiler.measure_min": {"name": "measure_min", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_min", "macro_sql": "\n\n{%- macro measure_min(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_min\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_min"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1395059, "supported_languages": null}, "macro.dbt_profiler.default__measure_min": {"name": "default__measure_min", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_min", "macro_sql": "{%- macro default__measure_min(column_name, data_type) -%}\n{%- if (dbt_profiler.is_numeric_dtype(data_type) or dbt_profiler.is_date_or_time_dtype(data_type)) and not dbt_profiler.is_struct_dtype(data_type) -%}\n cast(min({{ adapter.quote(column_name) }}) as {{ dbt_profiler.type_string() }})\n{%- else -%}\n cast(null as {{ dbt_profiler.type_string() }})\n{%- endif -%}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_date_or_time_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt_profiler.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.139864, "supported_languages": null}, "macro.dbt_profiler.measure_max": {"name": "measure_max", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_max", "macro_sql": "\n\n{%- macro measure_max(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_max\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_max"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1401238, "supported_languages": null}, "macro.dbt_profiler.default__measure_max": {"name": "default__measure_max", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_max", "macro_sql": "{%- macro default__measure_max(column_name, data_type) -%}\n{%- if (dbt_profiler.is_numeric_dtype(data_type) or dbt_profiler.is_date_or_time_dtype(data_type)) and not dbt_profiler.is_struct_dtype(data_type) -%}\n cast(max({{ adapter.quote(column_name) }}) as {{ dbt_profiler.type_string() }})\n{%- else -%}\n cast(null as {{ dbt_profiler.type_string() }})\n{%- endif -%}\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_date_or_time_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt_profiler.type_string"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.140491, "supported_languages": null}, "macro.dbt_profiler.measure_avg": {"name": "measure_avg", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_avg", "macro_sql": "\n\n{%- macro measure_avg(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_avg\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_avg"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.140687, "supported_languages": null}, "macro.dbt_profiler.default__measure_avg": {"name": "default__measure_avg", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_avg", "macro_sql": "{%- macro default__measure_avg(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n avg({{ adapter.quote(column_name) }})\n{%- elif dbt_profiler.is_logical_dtype(data_type) -%}\n avg(case when {{ adapter.quote(column_name) }} then 1 else 0 end)\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt_profiler.is_logical_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1410592, "supported_languages": null}, "macro.dbt_profiler.redshift__measure_avg": {"name": "redshift__measure_avg", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.redshift__measure_avg", "macro_sql": "{%- macro redshift__measure_avg(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n avg({{ adapter.quote(column_name) }}::float)\n{%- elif dbt_profiler.is_logical_dtype(data_type) -%}\n avg(case when {{ adapter.quote(column_name) }} then 1.0 else 0.0 end)\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt_profiler.is_logical_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.141435, "supported_languages": null}, "macro.dbt_profiler.measure_median": {"name": "measure_median", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_median", "macro_sql": "\n\n{%- macro measure_median(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_median\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_median"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.141632, "supported_languages": null}, "macro.dbt_profiler.default__measure_median": {"name": "default__measure_median", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_median", "macro_sql": "{%- macro default__measure_median(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n median({{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.14191, "supported_languages": null}, "macro.dbt_profiler.bigquery__measure_median": {"name": "bigquery__measure_median", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.bigquery__measure_median", "macro_sql": "{%- macro bigquery__measure_median(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n APPROX_QUANTILES({{ adapter.quote(column_name) }}, 100)[OFFSET(50)]\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1421912, "supported_languages": null}, "macro.dbt_profiler.postgres__measure_median": {"name": "postgres__measure_median", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.postgres__measure_median", "macro_sql": "{%- macro postgres__measure_median(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n percentile_cont(0.5) within group (order by {{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1424692, "supported_languages": null}, "macro.dbt_profiler.sql_server__measure_median": {"name": "sql_server__measure_median", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.sql_server__measure_median", "macro_sql": "{%- macro sql_server__measure_median(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n percentile_cont({{ adapter.quote(column_name) }}, 0.5) over ()\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1427462, "supported_languages": null}, "macro.dbt_profiler.measure_std_dev_population": {"name": "measure_std_dev_population", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_std_dev_population", "macro_sql": "\n\n{%- macro measure_std_dev_population(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_std_dev_population\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_std_dev_population"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1429381, "supported_languages": null}, "macro.dbt_profiler.default__measure_std_dev_population": {"name": "default__measure_std_dev_population", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_std_dev_population", "macro_sql": "{%- macro default__measure_std_dev_population(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n stddev_pop({{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.1432152, "supported_languages": null}, "macro.dbt_profiler.sqlserver__measure_std_dev_population": {"name": "sqlserver__measure_std_dev_population", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.sqlserver__measure_std_dev_population", "macro_sql": "{%- macro sqlserver__measure_std_dev_population(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) -%}\n stdevp({{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.143453, "supported_languages": null}, "macro.dbt_profiler.measure_std_dev_sample": {"name": "measure_std_dev_sample", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.measure_std_dev_sample", "macro_sql": "\n\n{%- macro measure_std_dev_sample(column_name, data_type) -%}\n {{ return(adapter.dispatch(\"measure_std_dev_sample\", macro_namespace=\"dbt_profiler\")(column_name, data_type)) }}\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.default__measure_std_dev_sample"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.143646, "supported_languages": null}, "macro.dbt_profiler.default__measure_std_dev_sample": {"name": "default__measure_std_dev_sample", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.default__measure_std_dev_sample", "macro_sql": "{%- macro default__measure_std_dev_sample(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) and not dbt_profiler.is_struct_dtype(data_type) -%}\n stddev_samp({{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}\n\n", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt_profiler.is_struct_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.143921, "supported_languages": null}, "macro.dbt_profiler.sqlserver__measure_std_dev_sample": {"name": "sqlserver__measure_std_dev_sample", "resource_type": "macro", "package_name": "dbt_profiler", "path": "macros/measures.sql", "original_file_path": "macros/measures.sql", "unique_id": "macro.dbt_profiler.sqlserver__measure_std_dev_sample", "macro_sql": "{%- macro sqlserver__measure_std_dev_sample(column_name, data_type) -%}\n\n{%- if dbt_profiler.is_numeric_dtype(data_type) -%}\n stdev({{ adapter.quote(column_name) }})\n{%- else -%}\n cast(null as {{ dbt.type_numeric() }})\n{%- endif -%}\n\n{%- endmacro -%}", "depends_on": {"macros": ["macro.dbt_profiler.is_numeric_dtype", "macro.dbt.type_numeric"]}, "description": "", "meta": {}, "docs": {"show": true, "node_color": null}, "patch_path": null, "arguments": [], "created_at": 1743652731.144157, "supported_languages": null}}, "docs": {"doc.jaffle_shop.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "jaffle_shop", "path": "overview.md", "original_file_path": "models/overview.md", "unique_id": "doc.jaffle_shop.__overview__", "block_contents": "## Data Documentation for Jaffle Shop\n\n`jaffle_shop` is a fictional ecommerce store.\n\nThis [dbt](https://www.getdbt.com/) project is for testing out code.\n\nThe source code can be found [here](https://github.com/clrcrl/jaffle_shop)."}, "doc.jaffle_shop.orders_status": {"name": "orders_status", "resource_type": "doc", "package_name": "jaffle_shop", "path": "docs.md", "original_file_path": "models/docs.md", "unique_id": "doc.jaffle_shop.orders_status", "block_contents": "Orders can be one of the following statuses:\n\n| status | description |\n|----------------|------------------------------------------------------------------------------------------------------------------------|\n| placed | The order has been placed but has not yet left the warehouse |\n| shipped | The order has ben shipped to the customer and is currently in transit |\n| completed | The order has been received by the customer |\n| return_pending | The customer has indicated that they would like to return the order, but it has not yet been received at the warehouse |\n| returned | The order has been returned by the customer and received at the warehouse |"}, "doc.dbt.__overview__": {"name": "__overview__", "resource_type": "doc", "package_name": "dbt", "path": "overview.md", "original_file_path": "docs/overview.md", "unique_id": "doc.dbt.__overview__", "block_contents": "### Welcome!\n\nWelcome to the auto-generated documentation for your dbt project!\n\n### Navigation\n\nYou can use the `Project` and `Database` navigation tabs on the left side of the window to explore the models\nin your project.\n\n#### Project Tab\nThe `Project` tab mirrors the directory structure of your dbt project. In this tab, you can see all of the\nmodels defined in your dbt project, as well as models imported from dbt packages.\n\n#### Database Tab\nThe `Database` tab also exposes your models, but in a format that looks more like a database explorer. This view\nshows relations (tables and views) grouped into database schemas. Note that ephemeral models are _not_ shown\nin this interface, as they do not exist in the database.\n\n### Graph Exploration\nYou can click the blue icon on the bottom-right corner of the page to view the lineage graph of your models.\n\nOn model pages, you'll see the immediate parents and children of the model you're exploring. By clicking the `Expand`\nbutton at the top-right of this lineage pane, you'll be able to see all of the models that are used to build,\nor are built from, the model you're exploring.\n\nOnce expanded, you'll be able to use the `--select` and `--exclude` model selection syntax to filter the\nmodels in the graph. For more information on model selection, check out the [dbt docs](https://docs.getdbt.com/docs/model-selection-syntax).\n\nNote that you can also right-click on models to interactively filter and explore the graph.\n\n---\n\n### More information\n\n- [What is dbt](https://docs.getdbt.com/docs/introduction)?\n- Read the [dbt viewpoint](https://docs.getdbt.com/docs/viewpoint)\n- [Installation](https://docs.getdbt.com/docs/installation)\n- Join the [dbt Community](https://www.getdbt.com/community/) for questions and discussion"}}, "exposures": {}, "metrics": {}, "groups": {}, "selectors": {}, "disabled": {}, "parent_map": {"model.jaffle_shop.customers": ["model.jaffle_shop.stg_customers", "model.jaffle_shop.stg_orders", "model.jaffle_shop.stg_payments"], "model.jaffle_shop.orders": ["model.jaffle_shop.stg_orders", "model.jaffle_shop.stg_payments"], "model.jaffle_shop.customer_segments": ["model.jaffle_shop.customers"], "model.jaffle_shop.customer_order_pattern": ["model.jaffle_shop.customers"], "model.jaffle_shop.stg_customers": ["source.jaffle_shop.jaffle-shop-data.raw_customers"], "model.jaffle_shop.stg_payments": ["source.jaffle_shop.jaffle-shop-data.raw_payments"], "model.jaffle_shop.stg_orders": ["source.jaffle_shop.jaffle-shop-data.raw_orders"], "test.jaffle_shop.unique_customers_customer_id.c5af1ff4b1": ["model.jaffle_shop.customers"], "test.jaffle_shop.not_null_customers_customer_id.5c9bf9911d": ["model.jaffle_shop.customers"], "test.jaffle_shop.unique_customer_segments_customer_id.f3a5b61998": ["model.jaffle_shop.customer_segments"], "test.jaffle_shop.not_null_customer_segments_customer_id.bcd345d84b": ["model.jaffle_shop.customer_segments"], "test.jaffle_shop.accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value.089ad1c243": ["model.jaffle_shop.customer_segments"], "test.jaffle_shop.unique_customer_order_pattern_customer_id.99ad852c54": ["model.jaffle_shop.customer_order_pattern"], 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"2025-04-05T03:25:51.139725Z", "completed_at": "2025-04-05T03:25:51.139739Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.010502815246582031, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.stg_customers", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_customers.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as customer_id,\n first_name,\n last_name\n\n from source\n\n)\n\nselect * from renamed", "relation_name": "\"jaffle_shop\".\"prod\".\"stg_customers\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.137428Z", "completed_at": "2025-04-05T03:25:51.143611Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.144589Z", "completed_at": "2025-04-05T03:25:51.144595Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.008565902709960938, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.stg_orders", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_orders.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as order_id,\n user_id as customer_id,\n order_date,\n status\n\n from source\n\n)\n\nselect * from renamed", "relation_name": "\"jaffle_shop\".\"prod\".\"stg_orders\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.140304Z", "completed_at": "2025-04-05T03:25:51.144095Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.145251Z", "completed_at": "2025-04-05T03:25:51.145255Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.008898019790649414, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.stg_payments", "compiled": true, "compiled_code": "with source as (\n select * from read_csv('jaffle-shop-data/raw_payments.csv', header = true, auto_detect = true)\n\n),\n\nrenamed as (\n\n select\n id as payment_id,\n order_id,\n payment_method,\n\n -- `amount` is currently stored in cents, so we convert it to dollars\n amount / 100 as amount\n\n from source\n\n)\n\nselect * from renamed", "relation_name": "\"jaffle_shop\".\"prod\".\"stg_payments\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.145602Z", "completed_at": "2025-04-05T03:25:51.160696Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.163182Z", "completed_at": "2025-04-05T03:25:51.163188Z"}], "thread_id": "Thread-5 (worker)", "execution_time": 0.020035743713378906, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_stg_customers_customer_id.e2cfb1f9aa", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"stg_customers\"\nwhere customer_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.153634Z", "completed_at": "2025-04-05T03:25:51.161495Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.163947Z", "completed_at": "2025-04-05T03:25:51.163950Z"}], "thread_id": "Thread-6 (worker)", "execution_time": 0.020167827606201172, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_stg_customers_customer_id.c7614daada", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_customers\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.164335Z", "completed_at": "2025-04-05T03:25:51.188282Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.192388Z", "completed_at": "2025-04-05T03:25:51.192394Z"}], "thread_id": "Thread-8 (worker)", "execution_time": 0.0333707332611084, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.accepted_values_stg_orders_status__placed__shipped__completed__return_pending__returned.080fb20aad", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n status as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"stg_orders\"\n group by status\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'placed','shipped','completed','return_pending','returned'\n)\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.173872Z", "completed_at": "2025-04-05T03:25:51.191149Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.193058Z", "completed_at": "2025-04-05T03:25:51.193061Z"}], "thread_id": "Thread-10 (worker)", "execution_time": 0.032195091247558594, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_stg_orders_order_id.e3b841c71a", "compiled": true, "compiled_code": "\n \n \n\nselect\n order_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_orders\"\nwhere order_id is not null\ngroup by order_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.171327Z", "completed_at": "2025-04-05T03:25:51.191456Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.193438Z", "completed_at": "2025-04-05T03:25:51.193442Z"}], "thread_id": "Thread-9 (worker)", "execution_time": 0.03310275077819824, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_stg_orders_order_id.81cfe2fe64", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom \"jaffle_shop\".\"prod\".\"stg_orders\"\nwhere order_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.176391Z", "completed_at": "2025-04-05T03:25:51.191752Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.194026Z", "completed_at": "2025-04-05T03:25:51.194029Z"}], "thread_id": "Thread-12 (worker)", "execution_time": 0.03282308578491211, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.customers", "compiled": true, "compiled_code": "with customers as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_customers\"\n\n),\n\norders as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_orders\"\n\n),\n\npayments as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_payments\"\n\n),\n\ncustomer_orders as (\n\n select\n customer_id,\n\n min(order_date) as first_order,\n max(order_date) as most_recent_order,\n count(order_id) as number_of_orders\n from orders\n\n group by customer_id\n\n),\n\ncustomer_payments as (\n\n select\n orders.customer_id,\n sum(amount)::bigint as total_amount\n\n from payments\n\n left join orders on\n payments.order_id = orders.order_id\n\n group by orders.customer_id\n\n),\n\nfinal as (\n\n select\n customers.customer_id,\n customers.first_name,\n customers.last_name,\n customer_orders.first_order,\n customer_orders.most_recent_order,\n customer_orders.number_of_orders,\n customer_payments.total_amount as customer_lifetime_value\n\n from customers\n\n left join customer_orders\n on customers.customer_id = customer_orders.customer_id\n\n left join customer_payments\n on customers.customer_id = customer_payments.customer_id\n\n)\n\nselect * from final", "relation_name": "\"jaffle_shop\".\"prod\".\"customers\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.181908Z", "completed_at": "2025-04-05T03:25:51.191948Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.194389Z", "completed_at": "2025-04-05T03:25:51.194393Z"}], "thread_id": "Thread-14 (worker)", "execution_time": 0.03225517272949219, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.accepted_values_stg_payments_payment_method__credit_card__coupon__bank_transfer__gift_card.3c3820f278", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n payment_method as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"stg_payments\"\n group by payment_method\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'credit_card','coupon','bank_transfer','gift_card'\n)\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.179305Z", "completed_at": "2025-04-05T03:25:51.192194Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.194760Z", "completed_at": "2025-04-05T03:25:51.194763Z"}], "thread_id": "Thread-13 (worker)", "execution_time": 0.032878875732421875, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.orders", "compiled": true, "compiled_code": "\n\nwith orders as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_orders\"\n\n),\n\npayments as (\n\n select * from \"jaffle_shop\".\"prod\".\"stg_payments\"\n\n),\n\norder_payments as (\n\n select\n order_id,\n\n sum(case when payment_method = 'credit_card' then amount else 0 end) as credit_card_amount,\n sum(case when payment_method = 'coupon' then amount else 0 end) as coupon_amount,\n sum(case when payment_method = 'bank_transfer' then amount else 0 end) as bank_transfer_amount,\n sum(case when payment_method = 'gift_card' then amount else 0 end) as gift_card_amount,\n sum(amount) as total_amount\n\n from payments\n\n group by order_id\n\n),\n\nfinal as (\n\n select\n orders.order_id,\n orders.customer_id,\n orders.order_date,\n orders.status,\n\n order_payments.credit_card_amount,\n\n order_payments.coupon_amount,\n\n order_payments.bank_transfer_amount,\n\n order_payments.gift_card_amount,\n\n order_payments.total_amount as amount\n\n from orders\n\n\n left join order_payments\n on orders.order_id = order_payments.order_id\n\n)\n\nselect * from final", "relation_name": "\"jaffle_shop\".\"prod\".\"orders\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.185607Z", "completed_at": "2025-04-05T03:25:51.192822Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.195180Z", "completed_at": "2025-04-05T03:25:51.195183Z"}], "thread_id": "Thread-15 (worker)", "execution_time": 0.032765865325927734, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_stg_payments_payment_id.c19cc50075", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect payment_id\nfrom \"jaffle_shop\".\"prod\".\"stg_payments\"\nwhere payment_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.188509Z", "completed_at": "2025-04-05T03:25:51.193814Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.195630Z", "completed_at": "2025-04-05T03:25:51.195633Z"}], "thread_id": "Thread-16 (worker)", "execution_time": 0.03295302391052246, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_stg_payments_payment_id.3744510712", "compiled": true, "compiled_code": "\n \n \n\nselect\n payment_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"stg_payments\"\nwhere payment_id is not null\ngroup by payment_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.234026Z", "completed_at": "2025-04-05T03:25:51.269839Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.273078Z", "completed_at": "2025-04-05T03:25:51.273086Z"}], "thread_id": "Thread-18 (worker)", "execution_time": 0.07349181175231934, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.customer_segments", "compiled": true, "compiled_code": "-- Customer Segmentation based on number of orders and lifetime value\nSELECT\n customer_id,\n number_of_orders,\n customer_lifetime_value,\n CASE \n WHEN number_of_orders > 10 THEN 'Frequent Buyer'\n WHEN number_of_orders BETWEEN 5 AND 10 THEN 'Occasional Buyer'\n ELSE 'Rare Buyer'\n END AS order_frequency_segment,\n CASE \n WHEN customer_lifetime_value > 4000 THEN 'High Value'\n WHEN customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value'\n ELSE 'Low Value'\n END AS value_segment\nFROM \"jaffle_shop\".\"prod\".\"customers\"", "relation_name": "\"jaffle_shop\".\"prod\".\"customer_segments\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.235904Z", "completed_at": "2025-04-05T03:25:51.270130Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.273761Z", "completed_at": "2025-04-05T03:25:51.273765Z"}], "thread_id": "Thread-19 (worker)", "execution_time": 0.07387208938598633, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_customers_customer_id.5c9bf9911d", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customers\"\nwhere customer_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.205948Z", "completed_at": "2025-04-05T03:25:51.270369Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.274149Z", "completed_at": "2025-04-05T03:25:51.274153Z"}], "thread_id": "Thread-14 (worker)", "execution_time": 0.0747981071472168, "adapter_response": {}, "message": null, "failures": null, "unique_id": "model.jaffle_shop.customer_order_pattern", "compiled": true, "compiled_code": "-- Analyzing Order Patterns\nSELECT\n customer_id,\n first_order,\n most_recent_order,\n number_of_orders,\n DATEDIFF('day', first_order, most_recent_order) AS days_active,\n DATEDIFF('day', first_order, most_recent_order) / NULLIF(number_of_orders - 1, 0) AS avg_days_between_orders\nFROM \"jaffle_shop\".\"prod\".\"customers\"", "relation_name": "\"jaffle_shop\".\"prod\".\"customer_order_pattern\""}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.238611Z", "completed_at": "2025-04-05T03:25:51.270624Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.274727Z", "completed_at": "2025-04-05T03:25:51.274730Z"}], "thread_id": "Thread-20 (worker)", "execution_time": 0.07454323768615723, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_customers_customer_id.c5af1ff4b1", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customers\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.241030Z", "completed_at": "2025-04-05T03:25:51.270860Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.275075Z", "completed_at": "2025-04-05T03:25:51.275078Z"}], "thread_id": "Thread-22 (worker)", "execution_time": 0.07462596893310547, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.accepted_values_orders_status__placed__shipped__completed__return_pending__returned.be6b5b5ec3", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n status as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"orders\"\n group by status\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'placed','shipped','completed','return_pending','returned'\n)\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.246843Z", "completed_at": "2025-04-05T03:25:51.271234Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.275427Z", "completed_at": "2025-04-05T03:25:51.275429Z"}], "thread_id": "Thread-15 (worker)", "execution_time": 0.07443714141845703, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_bank_transfer_amount.7743500c49", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect bank_transfer_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere bank_transfer_amount is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.243609Z", "completed_at": "2025-04-05T03:25:51.271452Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.275765Z", "completed_at": "2025-04-05T03:25:51.275768Z"}], "thread_id": "Thread-23 (worker)", "execution_time": 0.07503199577331543, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_amount.106140f9fd", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere amount is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.249277Z", "completed_at": "2025-04-05T03:25:51.271762Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.276109Z", "completed_at": "2025-04-05T03:25:51.276112Z"}], "thread_id": "Thread-24 (worker)", "execution_time": 0.07487893104553223, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_coupon_amount.ab90c90625", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect coupon_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere coupon_amount is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.251724Z", "completed_at": "2025-04-05T03:25:51.271995Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.276444Z", "completed_at": "2025-04-05T03:25:51.276446Z"}], "thread_id": "Thread-4 (worker)", "execution_time": 0.07496118545532227, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_credit_card_amount.d3ca593b59", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect credit_card_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere credit_card_amount is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.254146Z", "completed_at": "2025-04-05T03:25:51.272305Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.276794Z", "completed_at": "2025-04-05T03:25:51.276797Z"}], "thread_id": "Thread-1 (worker)", "execution_time": 0.07505512237548828, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_customer_id.c5f02694af", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere customer_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.256602Z", "completed_at": "2025-04-05T03:25:51.272601Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.277140Z", "completed_at": "2025-04-05T03:25:51.277142Z"}], "thread_id": "Thread-7 (worker)", "execution_time": 0.07518196105957031, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_gift_card_amount.413a0d2d7a", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect gift_card_amount\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere gift_card_amount is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.259764Z", "completed_at": "2025-04-05T03:25:51.272817Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.277480Z", "completed_at": "2025-04-05T03:25:51.277483Z"}], "thread_id": "Thread-2 (worker)", "execution_time": 0.07527327537536621, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_orders_order_id.cf6c17daed", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect order_id\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere order_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.262336Z", "completed_at": "2025-04-05T03:25:51.273503Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.278220Z", "completed_at": "2025-04-05T03:25:51.278223Z"}], "thread_id": "Thread-16 (worker)", "execution_time": 0.07578325271606445, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.relationships_orders_customer_id__customer_id__ref_customers_.c6ec7f58f2", "compiled": true, "compiled_code": "\n \n \n\nwith child as (\n select customer_id as from_field\n from \"jaffle_shop\".\"prod\".\"orders\"\n where customer_id is not null\n),\n\nparent as (\n select customer_id as to_field\n from \"jaffle_shop\".\"prod\".\"customers\"\n)\n\nselect\n from_field\n\nfrom child\nleft join parent\n on child.from_field = parent.to_field\n\nwhere parent.to_field is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.267019Z", "completed_at": "2025-04-05T03:25:51.274515Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.279531Z", "completed_at": "2025-04-05T03:25:51.279534Z"}], "thread_id": "Thread-3 (worker)", "execution_time": 0.07685995101928711, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_orders_order_id.fed79b3a6e", "compiled": true, "compiled_code": "\n \n \n\nselect\n order_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"orders\"\nwhere order_id is not null\ngroup by order_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.286345Z", "completed_at": "2025-04-05T03:25:51.297375Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.297914Z", "completed_at": "2025-04-05T03:25:51.297921Z"}], "thread_id": "Thread-5 (worker)", "execution_time": 0.017423152923583984, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_customer_segments_customer_id.bcd345d84b", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customer_segments\"\nwhere customer_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.282652Z", "completed_at": "2025-04-05T03:25:51.297586Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.298723Z", "completed_at": "2025-04-05T03:25:51.298726Z"}], "thread_id": "Thread-17 (worker)", "execution_time": 0.01853775978088379, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.accepted_values_customer_segments_value_segment__High_Value__Medium_Value__Low_Value.089ad1c243", "compiled": true, "compiled_code": "\n \n \n\nwith all_values as (\n\n select\n value_segment as value_field,\n count(*) as n_records\n\n from \"jaffle_shop\".\"prod\".\"customer_segments\"\n group by value_segment\n\n)\n\nselect *\nfrom all_values\nwhere value_field not in (\n 'High Value','Medium Value','Low Value'\n)\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.292234Z", "completed_at": "2025-04-05T03:25:51.298358Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.299300Z", "completed_at": "2025-04-05T03:25:51.299303Z"}], "thread_id": "Thread-10 (worker)", "execution_time": 0.01830005645751953, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.not_null_customer_order_pattern_customer_id.3f8f4d52ea", "compiled": true, "compiled_code": "\n \n \n\n\n\nselect customer_id\nfrom \"jaffle_shop\".\"prod\".\"customer_order_pattern\"\nwhere customer_id is null\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.294672Z", "completed_at": "2025-04-05T03:25:51.298546Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.299640Z", "completed_at": "2025-04-05T03:25:51.299643Z"}], "thread_id": "Thread-9 (worker)", "execution_time": 0.018396854400634766, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_customer_order_pattern_customer_id.99ad852c54", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customer_order_pattern\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "relation_name": null}, {"status": "success", "timing": [{"name": "compile", "started_at": "2025-04-05T03:25:51.289807Z", "completed_at": "2025-04-05T03:25:51.299045Z"}, {"name": "execute", "started_at": "2025-04-05T03:25:51.300024Z", "completed_at": "2025-04-05T03:25:51.300026Z"}], "thread_id": "Thread-6 (worker)", "execution_time": 0.01925206184387207, "adapter_response": {}, "message": null, "failures": null, "unique_id": "test.jaffle_shop.unique_customer_segments_customer_id.f3a5b61998", "compiled": true, "compiled_code": "\n \n \n\nselect\n customer_id as unique_field,\n count(*) as n_records\n\nfrom \"jaffle_shop\".\"prod\".\"customer_segments\"\nwhere customer_id is not null\ngroup by customer_id\nhaving count(*) > 1\n\n\n", "relation_name": null}], "elapsed_time": 0.23477625846862793, "args": {"macro_debugging": false, "target_path": "target-base", "log_path": "/Users/ijac/Recce/Recce-demo-repo/jaffle_shop_duckdb/logs", "write_json": true, "log_format": "default", "quiet": false, "partial_parse": true, "favor_state": false, "warn_error_options": {"include": [], "exclude": []}, "static": false, "target": "prod", "log_level_file": "debug", "send_anonymous_usage_stats": true, "populate_cache": true, "log_format_file": "debug", "use_colors": true, "compile": true, "invocation_command": "dbt docs generate --target prod --target-path target-base", "require_explicit_package_overrides_for_builtin_materializations": true, "print": true, "log_level": "info", "enable_legacy_logger": false, "empty_catalog": false, "show_resource_report": false, "source_freshness_run_project_hooks": false, "which": "generate", "partial_parse_file_diff": true, "cache_selected_only": false, "vars": {}, "select": [], "profiles_dir": "/Users/ijac/Recce/Recce-demo-repo/jaffle_shop_duckdb", "indirect_selection": "eager", "strict_mode": false, "printer_width": 80, "defer": false, "project_dir": "/Users/ijac/Recce/Recce-demo-repo/jaffle_shop_duckdb", "use_colors_file": true, "introspect": true, "static_parser": true, "require_resource_names_without_spaces": false, "log_file_max_bytes": 10485760, "exclude": [], "version_check": true}} \ No newline at end of file diff --git a/target-base/semantic_manifest.json b/target-base/semantic_manifest.json deleted file mode 100644 index a40b829ce..000000000 --- a/target-base/semantic_manifest.json +++ /dev/null @@ -1 +0,0 @@ -{"semantic_models": [], "metrics": [], "project_configuration": {"time_spine_table_configurations": [], "metadata": null, "dsi_package_version": {"major_version": "0", "minor_version": "5", "patch_version": "1"}}, "saved_queries": []} \ No newline at end of file From 4f2a4c449f6b57c8a5b597d6b404001ef4ab7cb6 Mon Sep 17 00:00:00 2001 From: Karen Hsieh Date: Sat, 19 Apr 2025 09:56:26 -0700 Subject: [PATCH 3/3] update net Signed-off-by: popcorny --- models/customer_segments.sql | 8 ++++---- models/customers.sql | 4 ++-- models/finance_revenue.sql | 4 ++-- models/schema.yml | 8 ++++---- 4 files changed, 12 insertions(+), 12 deletions(-) diff --git a/models/customer_segments.sql b/models/customer_segments.sql index a77685ee9..3e17d2d90 100644 --- a/models/customer_segments.sql +++ b/models/customer_segments.sql @@ -3,7 +3,7 @@ SELECT customer_id, number_of_orders, customer_lifetime_value, - profit_based_customer_lifetime_value, + net_customer_lifetime_value, CASE WHEN number_of_orders > 10 THEN 'Frequent Buyer' WHEN number_of_orders BETWEEN 5 AND 10 THEN 'Occasional Buyer' @@ -15,8 +15,8 @@ SELECT ELSE 'Low Value' END AS value_segment, CASE - WHEN profit_based_customer_lifetime_value > 4000 THEN 'High Value' - WHEN profit_based_customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value' + WHEN net_customer_lifetime_value > 4000 THEN 'High Value' + WHEN net_customer_lifetime_value BETWEEN 1500 AND 4000 THEN 'Medium Value' ELSE 'Low Value' - END AS profit_based_value_segment + END AS net_value_segment FROM {{ ref('customers') }} diff --git a/models/customers.sql b/models/customers.sql index e699d30e8..69a191814 100644 --- a/models/customers.sql +++ b/models/customers.sql @@ -35,7 +35,7 @@ customer_payments as ( select orders.customer_id, sum(amount)::bigint as gross_amount, -- Includes coupon amount - sum(amount - coupon_amount)::bigint as profit_based_amount, -- Excludes coupon amount + sum(amount - coupon_amount)::bigint as net_amount, -- Excludes coupon amount from payments @@ -60,7 +60,7 @@ final as ( customer_orders.most_recent_order, customer_orders.number_of_orders, customer_payments.gross_amount as customer_lifetime_value, -- Gross CLV - customer_payments.profit_based_amount as profit_based_customer_lifetime_value -- Profit-based CLV + customer_payments.net_amount as net_customer_lifetime_value -- Net CLV from customers diff --git a/models/finance_revenue.sql b/models/finance_revenue.sql index 3dbd29efc..0434bc8c4 100644 --- a/models/finance_revenue.sql +++ b/models/finance_revenue.sql @@ -6,7 +6,7 @@ payments_revenue as ( select order_id, sum(amount) as gross_revenue, - sum(amount - coupon_amount) as profit_based_revenue + sum(amount - coupon_amount) as net_revenue from payments group by order_id ), @@ -22,7 +22,7 @@ final as ( orders.order_date, orders.status, payments_revenue.gross_revenue, - payments_revenue.profit_based_revenue + payments_revenue.net_revenue from orders left join payments_revenue on orders.order_id = payments_revenue.order_id diff --git a/models/schema.yml b/models/schema.yml index 0dd4539e7..30acf1822 100644 --- a/models/schema.yml +++ b/models/schema.yml @@ -29,7 +29,7 @@ models: - name: customer_lifetime_value description: Total value of a customer's orders including coupon amounts - - name: profit_based_customer_lifetime_value + - name: net_customer_lifetime_value description: Total value of a customer's orders excluding coupon amounts - name: total_order_amount @@ -56,7 +56,7 @@ models: - name: customer_lifetime_value description: Total value of all orders including coupon amounts. - - name: profit_based_customer_lifetime_value + - name: net_customer_lifetime_value description: Total value of all orders excluding coupon amounts. - name: order_frequency_segment @@ -72,7 +72,7 @@ models: - accepted_values: values: ['High Value', 'Medium Value', 'Low Value'] - - name: profit_based_value_segment + - name: net_value_segment description: Categorization of customers based on the profit-based monetary value they bring to the company. tests: - accepted_values: @@ -193,7 +193,7 @@ models: tests: - not_null - - name: profit_based_revenue + - name: net_revenue description: Total revenue excluding coupon amounts tests: - not_null