add a demo bug scenario

Makefile

@@ -64,6 +64,15 @@ deploy:			## Deploy the entire stack
 	make dbt
 	@echo "Deployment completed successfully. Run 'make app' to view the app."
 
+debug:			## Clean up everything and redeploy to fix bugs
+	@echo "Running debug cleanup and redeploy..."
+	snow sql -c localstack -q "USE DATABASE FACTORY_PIPELINE_DEMO; USE SCHEMA PUBLIC; DROP FILE FORMAT IF EXISTS csv_format;"
+	snow sql -c localstack -q "DROP PIPE IF EXISTS FACTORY_PIPELINE_DEMO.PUBLIC.SENSOR_DATA_PIPE;"
+	snow sql -c localstack -q "DROP TABLE IF EXISTS FACTORY_PIPELINE_DEMO.PUBLIC_RAW.SENSOR_DATA;"
+	awslocal s3 rb s3://factory-sensor-data-local --force
+	make deploy
+	@echo "Debug cleanup and redeploy completed successfully."
+
 test:			## Run tests
 	@echo "Running tests..."
 	bash -c "source env/bin/activate && pytest tests/"
@@ -90,4 +99,4 @@ ready:			## Make sure the LocalStack container is up
 logs:			## Save the logs in a separate file
 		@localstack logs > logs.txt
 
-.PHONY: install seed aws upload pipeline dbt app deploy test start stop ready logs
+.PHONY: install seed aws upload pipeline dbt app deploy test start stop ready logs debug

models/marts/schema.yml

@@ -2,6 +2,8 @@ version: 2
 
 models:
   - name: processed_machine_health
+    tests:
+      - table_not_empty
     description: "Final processed machine health metrics"
     columns:
       - name: machine_id

models/staging/schema.yml

@@ -2,6 +2,8 @@ version: 2
 
 models:
   - name: sensor_readings_view
+    tests:
+      - table_not_empty
     description: "Cleaned and validated sensor readings"
     columns:
       - name: machine_id

setup/01_setup_snowflake.sql

@@ -17,6 +17,11 @@ CREATE OR REPLACE TABLE RAW_SENSOR_DATA (
 -- Create a file format for CSV files
 CREATE OR REPLACE FILE FORMAT csv_format
     TYPE = CSV
+    -- 🐛 DEMO BUG: Incorrect CSV delimiter configuration
+    -- The actual CSV file uses commas, not semicolons.
+    -- This mismatch causes data parsing to fail in dbt test "table_not_empty"
+    -- Snowpipe will fail to parse CSV data correctly and Streamlit app shows no data
+    -- FIELD_DELIMITER = ';'  -- 🚨 BUG: Causes "RAW_SENSOR_DATA" table to remain empty
     FIELD_DELIMITER = ','
     SKIP_HEADER = 1
     NULL_IF = ('NULL', 'null')

tests/generic/table_not_empty.sql

@@ -0,0 +1,4 @@
+{% test table_not_empty(model) %}
+select 1 as id
+where not exists (select 1 from {{ model }} limit 1)
+{% endtest %}