"""Asset checks for rds_usage_plan_discount_offer 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 @dg.asset_check(asset="rds_usage_plan_discount_offer", description="Verify ID uniqueness", blocking=False) def check_usage_plan_discount_offer_id_uniqueness(context: dg.AssetCheckExecutionContext, snowflake: SnowflakeResource) -> dg.AssetCheckResult: parts = context.op_execution_context.partition_key.split("-") p_date, p_hour = f"{parts[0]}-{parts[1]}-{parts[2]}", int(parts[3].split(":")[0]) 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) FROM SUNO_PROD.PROD.RDS_USAGE_PLAN_DISCOUNT_OFFER 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}) asset_checks = [check_usage_plan_discount_offer_id_uniqueness] __all__ = ["asset_checks"]