|
| 1 | +import pytest |
| 2 | +from dbt.tests.util import get_connection, run_dbt |
| 3 | + |
| 4 | +snapshot_sql = """ |
| 5 | +{% snapshot claims_snapshot %} |
| 6 | +
|
| 7 | +{{ |
| 8 | + config( |
| 9 | + target_database='secondary_db', |
| 10 | + target_schema='dbo', |
| 11 | + unique_key='id', |
| 12 | +
|
| 13 | + strategy='timestamp', |
| 14 | + updated_at='updated_at', |
| 15 | + ) |
| 16 | +}} |
| 17 | +
|
| 18 | +select * from {{source('mysource', 'claims')}} |
| 19 | +
|
| 20 | +{% endsnapshot %} |
| 21 | +""" |
| 22 | + |
| 23 | +source_csv = """id,updated_date |
| 24 | +1,2024-01-01 |
| 25 | +2,2024-01-01 |
| 26 | +3,2024-01-01 |
| 27 | +""" |
| 28 | + |
| 29 | +sources_yml = """ |
| 30 | +version: 2 |
| 31 | +sources: |
| 32 | + - name: mysource |
| 33 | + database: TestDB |
| 34 | + tables: |
| 35 | + - name: claims |
| 36 | +""" |
| 37 | + |
| 38 | + |
| 39 | +class TestCrossDB: |
| 40 | + def create_secondary_db(self, project): |
| 41 | + create_sql = """ |
| 42 | + DECLARE @col NVARCHAR(256) |
| 43 | + SET @col = (SELECT CONVERT (varchar(256), SERVERPROPERTY('collation'))); |
| 44 | +
|
| 45 | + IF NOT EXISTS (SELECT * FROM sys.databases WHERE name='secondary_db') |
| 46 | + BEGIN |
| 47 | + EXEC ('CREATE DATABASE secondary_db COLLATE ' + @col) |
| 48 | + END |
| 49 | + """ |
| 50 | + |
| 51 | + with get_connection(project.adapter): |
| 52 | + project.adapter.execute( |
| 53 | + create_sql.format(database=project.database), |
| 54 | + fetch=True, |
| 55 | + ) |
| 56 | + |
| 57 | + def cleanup_secondary_database(self, project): |
| 58 | + drop_sql = "DROP DATABASE IF EXISTS secondary_db" |
| 59 | + with get_connection(project.adapter): |
| 60 | + project.adapter.execute( |
| 61 | + drop_sql.format(database=project.database), |
| 62 | + fetch=True, |
| 63 | + ) |
| 64 | + |
| 65 | + def cleanup_primary_table(self, project): |
| 66 | + drop_sql = "DROP TABLE IF EXISTS {database}.mysource.claims" |
| 67 | + with get_connection(project.adapter): |
| 68 | + project.adapter.execute( |
| 69 | + drop_sql.format(database=project.database), |
| 70 | + fetch=True, |
| 71 | + ) |
| 72 | + |
| 73 | + def cleanup_snapshot_table(self, project): |
| 74 | + drop_sql = "DROP TABLE IF EXISTS TestDB_Secondary.dbo.claims_snapshot" |
| 75 | + with get_connection(project.adapter): |
| 76 | + project.adapter.execute( |
| 77 | + drop_sql, |
| 78 | + fetch=True, |
| 79 | + ) |
| 80 | + |
| 81 | + def create_source_schema(self, project): |
| 82 | + create_sql = """ |
| 83 | + IF NOT EXISTS (SELECT * FROM sys.schemas WHERE name = 'mysource') |
| 84 | + BEGIN |
| 85 | + EXEC('CREATE SCHEMA mysource') |
| 86 | + END |
| 87 | + """ |
| 88 | + with get_connection(project.adapter): |
| 89 | + project.adapter.execute( |
| 90 | + create_sql, |
| 91 | + fetch=True, |
| 92 | + ) |
| 93 | + |
| 94 | + def create_primary_table(self, project): |
| 95 | + src_query = """ |
| 96 | + SELECT * |
| 97 | + INTO |
| 98 | + {database}.mysource.claims |
| 99 | + FROM |
| 100 | + ( |
| 101 | + SELECT |
| 102 | + 1 as id, |
| 103 | + CAST('2024-01-01' as DATETIME2(6)) updated_at |
| 104 | +
|
| 105 | + UNION ALL |
| 106 | +
|
| 107 | + SELECT |
| 108 | + 2 as id, |
| 109 | + CAST('2024-01-01' as DATETIME2(6)) updated_at |
| 110 | +
|
| 111 | + UNION ALL |
| 112 | +
|
| 113 | + SELECT |
| 114 | + 3 as id, |
| 115 | + CAST('2024-01-01' as DATETIME2(6)) updated_at |
| 116 | + ) as src_data |
| 117 | + """ |
| 118 | + with get_connection(project.adapter): |
| 119 | + project.adapter.execute( |
| 120 | + src_query.format(database=project.database, schema=project.test_schema), |
| 121 | + fetch=True, |
| 122 | + ) |
| 123 | + |
| 124 | + def create_secondary_schema(self, project): |
| 125 | + src_query = """ |
| 126 | + USE [secondary_db] |
| 127 | + EXEC ('CREATE SCHEMA {schema}') |
| 128 | + """ |
| 129 | + with get_connection(project.adapter): |
| 130 | + project.adapter.execute( |
| 131 | + src_query.format(database=project.database, schema=project.test_schema), |
| 132 | + fetch=True, |
| 133 | + ) |
| 134 | + |
| 135 | + def update_primary_table(self, project): |
| 136 | + sql = """ |
| 137 | + UPDATE [{database}].[mysource].[claims] |
| 138 | + SET |
| 139 | + updated_at = CAST('2024-02-01' as datetime2(6)) |
| 140 | + WHERE |
| 141 | + id = 3 |
| 142 | + """ |
| 143 | + with get_connection(project.adapter): |
| 144 | + project.adapter.execute( |
| 145 | + sql.format(database=project.database), |
| 146 | + fetch=True, |
| 147 | + ) |
| 148 | + |
| 149 | + @pytest.fixture(scope="class") |
| 150 | + def models(self): |
| 151 | + return {"sources.yml": sources_yml} |
| 152 | + |
| 153 | + @pytest.fixture(scope="class") |
| 154 | + def snapshots(self): |
| 155 | + return {"claims_snapshot.sql": snapshot_sql} |
| 156 | + |
| 157 | + def test_cross_db_snapshot(self, project): |
| 158 | + self.create_secondary_db(project) |
| 159 | + |
| 160 | + self.cleanup_primary_table(project) |
| 161 | + self.cleanup_snapshot_table(project) |
| 162 | + |
| 163 | + self.create_source_schema(project) |
| 164 | + self.create_primary_table(project) |
| 165 | + run_dbt(["snapshot"]) |
| 166 | + self.update_primary_table(project) |
| 167 | + run_dbt(["snapshot"]) |
| 168 | + |
| 169 | + self.cleanup_snapshot_table(project) |
| 170 | + self.cleanup_secondary_database(project) |
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