"""Asset checks for clip_genre_classification data quality.""" import dagster as dg from dagster_snowflake import SnowflakeResource from src.utils.snowflake.constants import Warehouse from src.utils.snowflake.logger import log_query from src.utils.snowflake.query import load_query from src.utils.snowflake.partition_utils import parse_hourly_partition_key @dg.asset_check( asset="clip_genre_classification", description="Verify that the clip genre table has at least a minimum row count", blocking=False, ) def check_clip_genre_row_count( context: dg.AssetCheckExecutionContext, snowflake: SnowflakeResource ) -> dg.AssetCheckResult: """ Check that the clip genre table partition has data (row count > 0). This check validates that the genre classification was processed successfully and the CLIP_GENRE table contains at least one row. """ logger = context.log # Get partition information - for asset checks, use op_execution_context partition_key = context.op_execution_context.partition_key logger.info(f"Checking clip genre row count for partition: {partition_key}") # Parse partition key (format: YYYY-MM-DD-HH:00) p_date, p_hour = parse_hourly_partition_key(partition_key) logger.info(f"Checking partition: p_date={p_date}, p_hour={p_hour}") with snowflake.get_connection() as conn: cursor = conn.cursor() # Use warehouse warehouse_query = load_query( "src/utils/snowflake/queries/use_warehouse.sql", params={"warehouse": Warehouse.SUNO_PROD_RDS_HOURLY_X_SMALL.value} ) cursor.execute(warehouse_query) # Check row count for CLIP_GENRE table row_count_query = f""" SELECT COUNT(*) as row_count FROM SUNO_PROD.PROD.CLIP_GENRE WHERE p_date = '{p_date}' AND p_hour = {p_hour} """ log_query(logger, row_count_query) cursor.execute(row_count_query) result = cursor.fetchone() row_count = result[0] if result else 0 logger.info(f"CLIP_GENRE row count: {row_count}") # Pass if row count > 0 (require at least 1 row) passed = row_count > 0 return dg.AssetCheckResult( passed=passed, description=f"CLIP_GENRE partition has {row_count} rows", metadata={ "partition_key": partition_key, "p_date": p_date, "p_hour": p_hour, "row_count": row_count, } ) # Export all asset checks asset_checks = [ check_clip_genre_row_count, ] __all__ = ["asset_checks"]