Updata2

etl_billiards/scripts/check_assistant_dim.py

@@ -0,0 +1,74 @@
+# -*- coding: utf-8 -*-
+import sys
+sys.path.insert(0, '.')
+from config.settings import AppConfig
+from database.connection import DatabaseConnection
+from database.operations import DatabaseOperations
+
+config = AppConfig.load()
+db_conn = DatabaseConnection(config.config['db']['dsn'])
+db = DatabaseOperations(db_conn)
+
+# 检查dim_assistant表结构
+print('=== dim_assistant columns ===')
+sql0 = """
+    SELECT column_name FROM information_schema.columns 
+    WHERE table_schema = 'billiards_dwd' AND table_name = 'dim_assistant'
+"""
+for row in db.query(sql0):
+    print(f'  {dict(row)["column_name"]}')
+
+# 检查dim_assistant数量
+print()
+print('=== dim_assistant ===')
+sql1 = 'SELECT COUNT(*) as cnt FROM billiards_dwd.dim_assistant WHERE scd2_is_current = 1'
+rows = db.query(sql1)
+print(f'dim_assistant current count: {dict(rows[0])["cnt"]}')
+
+# 检查服务记录中的nickname分布
+print()
+print('=== Service by nickname ===')
+sql2 = """
+    SELECT nickname, COUNT(*) as service_count, COUNT(DISTINCT tenant_member_id) as member_count
+    FROM billiards_dwd.dwd_assistant_service_log
+    WHERE tenant_member_id > 0 AND is_delete = 0
+    GROUP BY nickname
+    ORDER BY service_count DESC
+    LIMIT 10
+"""
+for row in db.query(sql2):
+    r = dict(row)
+    print(f'  {r["nickname"]}: {r["service_count"]} services, {r["member_count"]} members')
+
+# 检查assistant_no分布
+print()
+print('=== Service by assistant_no ===')
+sql3 = """
+    SELECT assistant_no, nickname, COUNT(*) as service_count, COUNT(DISTINCT tenant_member_id) as member_count
+    FROM billiards_dwd.dwd_assistant_service_log
+    WHERE tenant_member_id > 0 AND is_delete = 0
+    GROUP BY assistant_no, nickname
+    ORDER BY service_count DESC
+    LIMIT 10
+"""
+for row in db.query(sql3):
+    r = dict(row)
+    print(f'  {r["assistant_no"]} ({r["nickname"]}): {r["service_count"]} services, {r["member_count"]} members')
+
+# 近60天
+print()
+print('=== Last 60 days by nickname ===')
+sql4 = """
+    SELECT nickname, COUNT(*) as service_count, COUNT(DISTINCT tenant_member_id) as member_count
+    FROM billiards_dwd.dwd_assistant_service_log
+    WHERE tenant_member_id > 0 AND is_delete = 0
+      AND last_use_time >= NOW() - INTERVAL '60 days'
+    GROUP BY nickname
+    ORDER BY service_count DESC
+    LIMIT 15
+"""
+for row in db.query(sql4):
+    r = dict(row)
+    print(f'  {r["nickname"]}: {r["service_count"]} services, {r["member_count"]} members')
+
+db_conn.close()