| |
| |
| """ |
| mysql_007 ground truth: 热表治理元数据宽表汇总 |
| |
| Task: |
| Filter input table WHERE imp_date = 20260507 AND heat > 0 |
| AND table_name NOT LIKE '%temp%' AND db_name NOT LIKE '%test%', |
| group by db_name, table_name, take MAX of all other fields, |
| write to output table with dt = '20260507'. |
| """ |
| import pymysql |
| import sys |
|
|
| DB_NAME = "internal_platform_db" |
| INPUT_TABLE = "ads_gov_cost_table_govern_detail_df_mysql_007" |
| OUTPUT_TABLE = "dwd_hot_metadata_table_cand_mysql_007" |
|
|
| MYSQL_CONFIG = { |
| "host": "localhost", |
| "port": 3306, |
| "user": "root", |
| "password": "root123", |
| "charset": "utf8mb4", |
| } |
|
|
| gt_sql = f""" |
| INSERT INTO {DB_NAME}.{OUTPUT_TABLE} |
| (dt, db_name, table_name, owner, storage_detail, heat, |
| read_gap_days, write_gap_days, last_date_partition, |
| is_table_no_comment, is_table_comment_irregular, |
| is_all_column_no_comment, is_part_column_no_comment, |
| table_first_group, table_second_group, dw_appgroup, |
| appgroup_obs_product_id, appgroup_obs_plan_id, |
| is_partition, create_days) |
| SELECT |
| '20260507' AS dt, |
| db_name, |
| table_name, |
| MAX(owner) AS owner, |
| MAX(storage_detail) AS storage_detail, |
| MAX(heat) AS heat, |
| MAX(read_gap_days) AS read_gap_days, |
| MAX(write_gap_days) AS write_gap_days, |
| MAX(last_date_partition) AS last_date_partition, |
| MAX(is_table_no_comment) AS is_table_no_comment, |
| MAX(is_table_comment_irregular) AS is_table_comment_irregular, |
| MAX(is_all_column_no_comment) AS is_all_column_no_comment, |
| MAX(is_part_column_no_comment) AS is_part_column_no_comment, |
| MAX(table_first_group) AS table_first_group, |
| MAX(table_second_group) AS table_second_group, |
| MAX(dw_appgroup) AS dw_appgroup, |
| MAX(appgroup_obs_product_id) AS appgroup_obs_product_id, |
| MAX(appgroup_obs_plan_id) AS appgroup_obs_plan_id, |
| MAX(is_partition) AS is_partition, |
| MAX(create_days) AS create_days |
| FROM {DB_NAME}.{INPUT_TABLE} |
| WHERE imp_date = 20260507 |
| AND heat > 0 |
| AND table_name NOT LIKE '%temp%' |
| AND db_name NOT LIKE '%test%' |
| GROUP BY db_name, table_name |
| """ |
|
|
|
|
| def main(): |
| conn = pymysql.connect(**MYSQL_CONFIG) |
|
|
| try: |
| with conn.cursor() as cur: |
| |
| cur.execute(f""" |
| CREATE TABLE IF NOT EXISTS {DB_NAME}.{OUTPUT_TABLE} ( |
| dt VARCHAR(16) DEFAULT NULL COMMENT '日期分区', |
| db_name VARCHAR(256) DEFAULT NULL COMMENT '库名', |
| table_name VARCHAR(256) DEFAULT NULL COMMENT '表名', |
| owner VARCHAR(256) DEFAULT NULL COMMENT '第一责任人', |
| storage_detail DOUBLE DEFAULT NULL COMMENT '存储大小含副本', |
| heat BIGINT DEFAULT NULL COMMENT '90天热度', |
| read_gap_days BIGINT DEFAULT NULL COMMENT '多久未读', |
| write_gap_days BIGINT DEFAULT NULL COMMENT '多久未写', |
| last_date_partition VARCHAR(256) DEFAULT NULL COMMENT '最后一个分区', |
| is_table_no_comment BIGINT DEFAULT NULL COMMENT '表无描述', |
| is_table_comment_irregular BIGINT DEFAULT NULL COMMENT '表描述过短或等于表名', |
| is_all_column_no_comment BIGINT DEFAULT NULL COMMENT '所有字段都无描述', |
| is_part_column_no_comment BIGINT DEFAULT NULL COMMENT '部分字段无描述', |
| table_first_group VARCHAR(256) DEFAULT NULL COMMENT '一级应用组', |
| table_second_group VARCHAR(256) DEFAULT NULL COMMENT '二级应用组', |
| dw_appgroup VARCHAR(256) DEFAULT NULL COMMENT '数据仓库DW应用组', |
| appgroup_obs_product_id VARCHAR(256) DEFAULT NULL COMMENT '运营产品ID', |
| appgroup_obs_plan_id VARCHAR(256) DEFAULT NULL COMMENT '规划产品ID', |
| is_partition BIGINT DEFAULT NULL COMMENT '是否分区表', |
| create_days BIGINT DEFAULT NULL COMMENT '建表距今天数', |
| PRIMARY KEY (db_name, table_name) |
| ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci |
| """) |
|
|
| |
| cur.execute(f"TRUNCATE TABLE {DB_NAME}.{OUTPUT_TABLE}") |
| cur.execute(gt_sql) |
|
|
| conn.commit() |
| print("mysql_007 ground_truth done: rows written to output table") |
| except Exception as e: |
| print(f"ground_truth error: {e}", file=sys.stderr) |
| conn.rollback() |
| sys.exit(1) |
| finally: |
| conn.close() |
|
|
|
|
| if __name__ == "__main__": |
| main() |
|
|
