"""Asset checks for rds_grouped_user_notification data quality.""" import dagster as dg from dagster_snowflake import SnowflakeResource from src.utils.snowflake.constants import Warehouse from src.utils.snowflake.query import load_query from src.utils.snowflake.partition_utils import parse_hourly_partition_key @dg.asset_check( asset="rds_grouped_user_notification", description="Verify ID uniqueness", blocking=False ) def check_grouped_user_notification_id_uniqueness( context: dg.AssetCheckExecutionContext, snowflake: SnowflakeResource ) -> dg.AssetCheckResult: """ Check that all IDs in the partition are unique. Args: context: Asset check execution context snowflake: Snowflake resource Returns: AssetCheckResult indicating pass/fail status """ partition_key = context.op_execution_context.partition_key p_date, p_hour = parse_hourly_partition_key(partition_key) with snowflake.get_connection() as conn: cursor = conn.cursor() cursor.execute( load_query( "src/utils/snowflake/queries/use_warehouse.sql", params={"warehouse": Warehouse.SUNO_PROD_RDS_HOURLY_X_SMALL.value} ) ) cursor.execute( f"SELECT COUNT(*), COUNT(DISTINCT ID), COUNT(*) - COUNT(DISTINCT ID) " f"FROM SUNO_PROD.PROD.RDS_GROUPED_USER_NOTIFICATION " f"WHERE p_date = '{p_date}' AND p_hour = {p_hour}" ) total, distinct, dupes = cursor.fetchone() or (0, 0, 0) return dg.AssetCheckResult( passed=dupes == 0, description=f"{'Unique' if dupes == 0 else f'{dupes} duplicates'}", metadata={ "total_rows": total, "duplicates": dupes } ) @dg.asset_check( asset="rds_grouped_user_notification", description="Verify row count > 0", blocking=False ) def check_grouped_user_notification_row_count( context: dg.AssetCheckExecutionContext, snowflake: SnowflakeResource ) -> dg.AssetCheckResult: """ Check that the partition has at least one row. Args: context: Asset check execution context snowflake: Snowflake resource Returns: AssetCheckResult indicating pass/fail status """ partition_key = context.op_execution_context.partition_key p_date, p_hour = parse_hourly_partition_key(partition_key) with snowflake.get_connection() as conn: cursor = conn.cursor() cursor.execute( load_query( "src/utils/snowflake/queries/use_warehouse.sql", params={"warehouse": Warehouse.SUNO_PROD_RDS_HOURLY_X_SMALL.value} ) ) cursor.execute( f"SELECT COUNT(*) FROM SUNO_PROD.PROD.RDS_GROUPED_USER_NOTIFICATION " f"WHERE p_date = '{p_date}' AND p_hour = {p_hour}" ) row_count = cursor.fetchone()[0] return dg.AssetCheckResult( passed=row_count > 0, description=f"Partition has {row_count} rows", metadata={"row_count": row_count} ) asset_checks = [ check_grouped_user_notification_id_uniqueness, check_grouped_user_notification_row_count ] __all__ = ["asset_checks"]