Updata2

确认 1
同意
2026-02-04 21:39:01 +08:00 · 2026-02-04 21:38:22 +08:00 · 2026-02-04 21:19:34 +08:00 · 2026-02-01 23:42:18 +08:00 · 2026-02-01 22:04:15 +08:00 · 2026-02-01 03:46:16 +08:00
502 changed files with 559911 additions and 17548 deletions
--- a/.config/dotnet-tools.json
+++ b/.config/dotnet-tools.json
@@ -0,0 +1,13 @@
+{
+  "version": 1,
+  "isRoot": true,
+  "tools": {
+    "csharpier": {
+      "version": "1.2.5",
+      "commands": [
+        "csharpier"
+      ],
+      "rollForward": false
+    }
+  }
+}
--- a/README.md
+++ b/README.md
@@ -78,6 +78,46 @@ python -m cli.main \
 - `FETCH_ONLY`：仅在线抓取落盘，不入库
 - `INGEST_ONLY`：仅从本地 JSON 回放入库（适合离线回放/补跑）

+## DWS 层（汇总/财务）
+
+### 建表与初始化
+- 建表：`INIT_DWS_SCHEMA`
+- 配置：`SEED_DWS_CONFIG`
+- 订单汇总（可选）：`DWS_BUILD_ORDER_SUMMARY`
+
+### 任务与调度建议
+- **每小时**：`DWS_ASSISTANT_DAILY`、`DWS_FINANCE_DAILY`、`DWS_FINANCE_INCOME_STRUCTURE`
+- **每日**：`DWS_ASSISTANT_MONTHLY`、`DWS_ASSISTANT_CUSTOMER`、`DWS_MEMBER_CONSUMPTION`、`DWS_MEMBER_VISIT`、`DWS_FINANCE_DISCOUNT_DETAIL`、`DWS_FINANCE_RECHARGE`、`DWS_ASSISTANT_FINANCE`
+- **每月（月初）**：`DWS_ASSISTANT_SALARY`
+- **维护清理（按需）**：`DWS_RETENTION_CLEANUP`
+
+调度配置默认保存在 `etl_billiards/scheduled_tasks.json`，GUI 调度器会读取该文件。
+
+### 时间口径
+- 周起始日：周一
+- 月/季度起始：第一天 0 点
+- 环比：对比上一个等长区间
+- 窗口类型：本周/上周/本月/上月/前3个月不含本月/前3个月含本月/本季度/上季度/最近半年不含本月
+
+### Excel 导入（支出/平台回款/充值提成）
+脚本：`etl_billiards/scripts/import_dws_excel.py`
+- 支出结构：`--type expense`，按月导入（房租/水电/物业/工资/报销/平台服务费等）
+- 平台回款：`--type platform`，按回款日期导入（回款金额、佣金、服务费、订单号等）
+- 充值提成：`--type commission`，按月份导入（助教ID、提成金额、充值订单金额等）
+
+### 大客户优惠拆分（可选）
+用于将手动调整拆分为“大客户优惠/其他优惠”，可在配置中指定：
+- `dws.discount.big_customer_member_ids`：会员ID列表（逗号分隔）
+- `dws.discount.big_customer_order_ids`：订单ID列表（逗号分隔）
+未配置时，大客户金额为 0，手动调整全部计入“其他优惠”。
+
+### 时间分层清理（可选）
+任务：`DWS_RETENTION_CLEANUP`，按配置清理历史数据
+- `dws.retention.enabled`：是否启用
+- `dws.retention.layer`：分层（如 `LAST_3_MONTHS`）
+- `dws.retention.tables`：需要清理的表列表（逗号分隔）
+- `dws.retention.table_layers`：表级分层覆盖（JSON 字符串）
+
 ## 目录结构与关键文件
 - 仓库根目录：`etl_billiards/` 主代码；`app/` 示例 runner；`开发笔记/` 项目笔记；`tmp/` 草稿/调试归档；`requirements.txt`（仓库根）依赖；`run_etl.sh/.bat` 启动脚本。  
  - 注意：根目录的 `run_etl.sh/.bat` 运行时要求当前目录为 `etl_billiards/`（因为入口是 `python -m cli.main`）。
@@ -367,6 +407,95 @@ python -m cli.main \
 6) 去嵌套：数组展开为子表/子行，重复 profile 提炼为维度。  
 7) 长期演进：优先加列/加表，减少对已有表结构的破坏。

+## DWS 数据层（汇总层）
+
+DWS（Data Warehouse Service）层基于 DWD 明细层数据构建，提供预聚合的数据服务。
+
+### 表结构概览
+
+| 分类 | 表数量 | 说明 |
+|------|--------|------|
+| 配置表 | 5 | 绩效档位、等级定价、奖金规则、区域分类、技能映射 |
+| 助教维度 | 5 | 日度/月度业绩、客户统计、工资计算、充值提成 |
+| 客户维度 | 2 | 消费汇总、来店明细 |
+| 财务维度 | 7 | 日度汇总、收入结构、优惠明细、充值统计、支出、助教收支、平台结算 |
+| 订单汇总 | 1 | 订单级别聚合 |
+
+### 核心特性
+
+- **时间分层**：支持近2天/近1月/近3月/全量的时间窗口筛选
+- **滚动窗口**：支持7/10/15/30/60/90天的滚动统计
+- **SCD2 as-of**：维度取值支持按时间点获取历史值（如助教等级）
+- **幂等更新**：采用 delete-before-insert 策略，支持重复执行
+- **Excel导入**：支出/平台结算/充值提成支持手动导入
+
+### 助教工资计算
+
+**绩效档位（6档 + 新入职）**
+
+| 档位 | 业绩阈值 | 专业课抽成 | 打赏课抽成 | 休假 |
+|------|----------|-----------|-----------|------|
+| T0 | H < 100 | 28元/时 | 50% | 3天 |
+| T1 | 100 ≤ H < 130 | 18元/时 | 40% | 4天 |
+| T2 | 130 ≤ H < 160 | 15元/时 | 38% | 4天 |
+| T3 | 160 ≤ H < 190 | 13元/时 | 35% | 5天 |
+| T4 | 190 ≤ H < 220 | 10元/时 | 33% | 6天 |
+| T5 | H ≥ 220 | 8元/时 | 30% | 休假自由 |
+
+**工资计算公式**
+
+```
+基础课收入 = 基础课小时数 × (客户支付价格 - 专业课抽成)
+附加课收入 = 附加课小时数 × 190 × (1 - 打赏课抽成比例)
+应发工资 = 课时收入 + 奖金
+```
+
+**计算示例（中级助教185小时，3档）**
+- 基础课170小时: 170 × (108 - 13) = 16,150元
+- 附加课15小时: 15 × 190 × (1 - 0.35) = 1,852.5元
+- 课时收入: 18,002.5元
+
+**等级定价（客户支付价格）**
+
+| 等级 | 基础课价格 | 附加课价格 |
+|------|-----------|-----------|
+| 初级 | 98元/时 | 190元/时 |
+| 中级 | 108元/时 | 190元/时 |
+| 高级 | 118元/时 | 190元/时 |
+| 星级 | 138元/时 | 190元/时 |
+
+### 运行 DWS 任务
+
+```bash
+# 初始化 DWS Schema
+python -m cli.main --tasks INIT_DWS_SCHEMA
+
+# 执行配置数据初始化
+psql -f etl_billiards/database/seed_dws_config.sql
+
+# 执行 DWS 订单汇总构建
+python -m cli.main --tasks DWS_BUILD_ORDER_SUMMARY
+```
+
+### Excel 数据导入
+
+```bash
+# 导入支出数据
+python etl_billiards/scripts/import_dws_excel.py --type expense --file expenses.xlsx
+
+# 导入平台结算
+python etl_billiards/scripts/import_dws_excel.py --type platform --file platform.xlsx
+
+# 导入充值提成
+python etl_billiards/scripts/import_dws_excel.py --type commission --file commission.xlsx
+```
+
+### 相关文档
+
+- `etl_billiards/docs/dws_tables_dictionary.md`：DWS 数据字典
+- `etl_billiards/database/schema_dws.sql`：DWS DDL
+- `etl_billiards/database/seed_dws_config.sql`：配置初始数据
+
 ## 常用 CLI
 ```bash
 cd etl_billiards
@@ -474,11 +603,37 @@ python scripts/test_db_connection.py --dsn "postgresql://user:pwd@host:5432/db"

 > 完整字段级映射见 `etl_billiards/docs/` 与 ODS/DWD DDL。

-## 当前状态（2025-12-09）
+## 当前状态（2026-02-02）
 - 示例 JSON 已全量灌入，DWD 行数与 ODS 对齐。  
 - 分类维度已展平大类+子类：`dim_goods_category` 26 行（category_level/leaf 已赋值）。  
 - 部分空字段源数据即为空，如需补值请先确认上游。

+### 2026-02-02 更新：字段补全
+
+本次更新完成了 API → ODS → DWD 全链路字段补全：
+
+**ODS 新增字段**（16 张表，共 50+ 字段）：
+- `settlement_records`/`recharge_settlements`：电费相关字段（`electricitymoney`、`realelectricitymoney`、`electricityadjustmoney`）、券销售额、结算明细列表
+- `table_fee_transactions`：活动折扣金额、订单消费类型、实际服务费
+- `assistant_service_records`：助教团队名称、实际服务费
+- `group_buy_redemption_records`：会员折扣、各类分摊金额（台费/商品/助教/充值）
+- `table_fee_discount_records`：台区信息、台桌名称/价格、免费标记
+- `member_stored_value_cards`：本金余额、会员等级、电费相关配置
+- `member_profiles`：累计支付/充值金额、注册来源
+- `member_balance_changes`：本金变动（前/后/数据）
+- `group_buy_packages`：排序、首单限制、租户券销售订单项ID
+- 其他：商品编码/停售、租户ID等
+
+**DWD 新增字段**：
+- 主表新增核心业务字段（金额、ID、状态）
+- 扩展表新增配置/明细字段
+
+**数据补全脚本**：
+- `scripts/backfill_202507_to_now.bat`：从 2025-07-01 重新抓取并装载数据
+
+**文档更新**：
+- `etl_billiards/docs/bd_manual/` 下所有相关表文档已同步更新
+
 ## 可精简/归档
 - `tmp/`、`tmp/etl_billiards_misc/` 中草稿、旧备份、调试脚本仅供参考，不影响运行。  
 - 根级保留必要文件（README、requirements、run_etl.*），其余临时文件按需归档至 `tmp/`。
--- a/collect_env_report.ps1
+++ b/collect_env_report.ps1
@@ -0,0 +1,60 @@
+$ErrorActionPreference = "Stop"
+
+Write-Host "[1/6] Collecting environment info..." -ForegroundColor Cyan
+$report = @()
+$report += "# ETL Manager Environment Report"
+$report += "Timestamp: $(Get-Date -Format 'yyyy-MM-dd HH:mm:ss')"
+$report += ""
+
+Write-Host "[2/6] Resolving python/pip..." -ForegroundColor Cyan
+$report += "## Executables"
+$py = (Get-Command python -ErrorAction SilentlyContinue)
+$pip = (Get-Command pip -ErrorAction SilentlyContinue)
+if ($py) { $report += "python: $($py.Source)" } else { $report += "python: NOT FOUND" }
+if ($pip) { $report += "pip: $($pip.Source)" } else { $report += "pip: NOT FOUND" }
+$report += ""
+
+Write-Host "[3/6] Python details..." -ForegroundColor Cyan
+$report += "## Python info"
+$report += (python -c "import sys, platform; print('version='+sys.version.replace('\n',' ')); print('executable='+sys.executable); print('prefix='+sys.prefix); print('base_prefix='+sys.base_prefix); print('arch='+platform.architecture()[0]); print('platform='+platform.platform())" 2>&1)
+$report += ""
+
+Write-Host "[4/6] pip details..." -ForegroundColor Cyan
+$report += "## pip"
+$report += (python -m pip --version 2>&1)
+$report += ""
+
+Write-Host "[5/6] PySide6 details..." -ForegroundColor Cyan
+$report += "## PySide6"
+$pyside = @'
+try:
+ import PySide6
+ from PySide6 import QtCore
+ print('PySide6='+PySide6.__version__)
+ print('Qt='+QtCore.qVersion())
+ print('PySide6_path='+PySide6.__file__)
+ print('Qt_plugins_path='+QtCore.QLibraryInfo.path(QtCore.QLibraryInfo.PluginsPath))
+except Exception as e:
+ print('PySide6_import_error='+repr(e))
+'@
+$report += ($pyside | python - 2>&1)
+$report += ""
+
+Write-Host "[6/6] Installed packages..." -ForegroundColor Cyan
+$report += "## Installed packages (freeze)"
+$report += (python -m pip list --format=freeze 2>&1)
+
+$reportPath = "D:\env_report_local.txt"
+if (-not (Test-Path "D:\")) {
+  Write-Host "[WARN] D: not found, fallback to current directory." -ForegroundColor Yellow
+  $reportPath = ".\env_report_local.txt"
+}
+$reportDir = Split-Path $reportPath
+if ($reportDir -and -not (Test-Path $reportDir)) {
+  New-Item -ItemType Directory -Path $reportDir -Force | Out-Null
+}
+
+Write-Host "[WRITE] $reportPath" -ForegroundColor Green
+$report -join "`n" | Set-Content -Path $reportPath -Encoding UTF8
+Write-Host "[DONE]" -ForegroundColor Green
+Write-Output $reportPath
--- a/env_report_local.txt
+++ b/env_report_local.txt
@@ -0,0 +1,121 @@
+# ETL Manager Environment Report
+Timestamp: 2026-01-28 00:56:34
+
+## Executables
+python: C:\ProgramData\miniconda3\python.exe
+pip: C:\ProgramData\miniconda3\Scripts\pip.exe
+
+## Python info
+version=3.13.9 | packaged by Anaconda, Inc. | (main, Oct 21 2025, 19:09:58) [MSC v.1929 64 bit (AMD64)]
+executable=C:\ProgramData\miniconda3\python.exe
+prefix=C:\ProgramData\miniconda3
+base_prefix=C:\ProgramData\miniconda3
+arch=64bit
+platform=Windows-10-10.0.17763-SP0
+
+## pip
+pip 25.3 from C:\ProgramData\miniconda3\Lib\site-packages\pip (python 3.13)
+
+
+## PySide6
+PySide6=6.10.1
+Qt=6.10.1
+PySide6_path=C:\ProgramData\miniconda3\Lib\site-packages\PySide6\__init__.py
+Qt_plugins_path=C:/ProgramData/miniconda3/Lib/site-packages/PySide6/plugins
+
+## Installed packages (freeze)
+altgraph==0.17.5
+anaconda-anon-usage==0.7.4
+annotated-types==0.6.0
+archspec==0.2.5
+beautifulsoup4==4.13.4
+boltons==25.0.0
+brotlicffi==1.1.0.0
+certifi==2025.11.12
+cffi==2.0.0
+chardet==3.0.4
+charset-normalizer==3.4.4
+colorama==0.4.6
+conda==25.9.1
+conda-anaconda-telemetry==0.3.0
+conda-anaconda-tos==0.2.2
+conda-content-trust==0.2.0
+conda-libmamba-solver==25.4.0
+conda-package-handling==2.4.0
+conda_package_streaming==0.12.0
+coverage==7.12.0
+cryptography==46.0.3
+distro==1.9.0
+et_xmlfile==2.0.0
+frozendict==2.4.6
+ftfy==6.3.1
+googletrans==4.0.0rc1
+h11==0.9.0
+h2==3.2.0
+hpack==3.0.0
+hstspreload==2025.1.1
+httpcore==0.9.1
+httpx==0.13.3
+hyperframe==5.2.0
+idna==2.10
+iniconfig==2.3.0
+jsonpatch==1.33
+jsonpointer==3.0.0
+libmambapy==2.3.2
+lxml==6.0.2
+markdown-it-py==4.0.0
+mdurl==0.1.2
+menuinst==2.4.1
+numpy==2.3.2
+openpyxl==3.1.5
+packaging==25.0
+pandas==2.3.1
+pefile==2024.8.26
+pip==25.2
+platformdirs==4.5.0
+pluggy==1.5.0
+psycopg2==2.9.10
+psycopg2-binary==2.9.11
+pyaes==1.6.1
+pyasn1==0.6.1
+pycosat==0.6.6
+pycparser==2.23
+pydantic==2.12.3
+pydantic_core==2.41.4
+Pygments==2.19.2
+pyinstaller==6.18.0
+pyinstaller-hooks-contrib==2025.11
+PySide6==6.10.1
+PySide6_Addons==6.10.1
+PySide6_Essentials==6.10.1
+PySocks==1.7.1
+pytest==9.0.1
+pytest-cov==7.0.0
+python-dateutil==2.9.0.post0
+python-docx==1.2.0
+python-dotenv==1.2.1
+pytz==2025.2
+pywin32-ctypes==0.2.3
+requests==2.32.5
+rfc3986==1.5.0
+rich==14.2.0
+rsa==4.9.1
+ruamel.yaml==0.18.16
+ruamel.yaml.clib==0.2.14
+setuptools==80.9.0
+shiboken6==6.10.1
+six==1.17.0
+sniffio==1.3.1
+soupsieve==2.7
+Telethon==1.40.0
+tqdm==4.67.1
+truststore==0.10.1
+typing_extensions==4.15.0
+typing-inspection==0.4.2
+tzdata==2025.2
+urllib3==2.5.0
+wcwidth==0.2.14
+wheel==0.45.1
+win_inet_pton==1.1.0
+xlsxwriter==3.2.9
+zstandard==0.24.0
--- a/etl_billiards/.env
+++ b/etl_billiards/.env
@@ -32,7 +32,7 @@ SCHEMA_ETL=etl_admin
 # API 配置
 # ------------------------------------------------------------------------------
 API_BASE=https://pc.ficoo.vip/apiprod/admin/v1/
-API_TOKEN=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJjbGllbnQtdHlwZSI6IjQiLCJ1c2VyLXR5cGUiOiIxIiwiaHR0cDovL3NjaGVtYXMubWljcm9zb2Z0LmNvbS93cy8yMDA4LzA2L2lkZW50aXR5L2NsYWltcy9yb2xlIjoiMTIiLCJyb2xlLWlkIjoiMTIiLCJ0ZW5hbnQtaWQiOiIyNzkwNjgzMTYwNzA5OTU3Iiwibmlja25hbWUiOiLnp5_miLfnrqHnkIblkZjvvJrmganmgakxIiwic2l0ZS1pZCI6IjAiLCJtb2JpbGUiOiIxMzgxMDUwMjMwNCIsInNpZCI6IjI5NTA0ODk2NTgzOTU4NDUiLCJzdGFmZi1pZCI6IjMwMDk5MTg2OTE1NTkwNDUiLCJvcmctaWQiOiIwIiwicm9sZS10eXBlIjoiMyIsInJlZnJlc2hUb2tlbiI6Iks1ZnBhYlRTNkFsR0FpMmN4WGYrMHdJVkk0L2UvTVQrSVBHM3V5VWRrSjg9IiwicmVmcmVzaEV4cGlyeVRpbWUiOiIyMDI2LzEvMzEg5LiL5Y2IMTA6MTQ6NTEiLCJuZWVkQ2hlY2tUb2tlbiI6ImZhbHNlIiwiZXhwIjoxNzY5ODY4ODkxLCJpc3MiOiJ0ZXN0IiwiYXVkIjoiVXNlciJ9.BH3-iwwrBczb8aFfI__6kwe3AIsEPacN9TruaTrQ3nY
+API_TOKEN=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJjbGllbnQtdHlwZSI6IjQiLCJ1c2VyLXR5cGUiOiIxIiwiaHR0cDovL3NjaGVtYXMubWljcm9zb2Z0LmNvbS93cy8yMDA4LzA2L2lkZW50aXR5L2NsYWltcy9yb2xlIjoiMTIiLCJyb2xlLWlkIjoiMTIiLCJ0ZW5hbnQtaWQiOiIyNzkwNjgzMTYwNzA5OTU3Iiwibmlja25hbWUiOiLnp5_miLfnrqHnkIblkZjvvJrmganmgakxIiwic2l0ZS1pZCI6IjAiLCJtb2JpbGUiOiIxMzgxMDUwMjMwNCIsInNpZCI6IjI5NTA0ODk2NTgzOTU4NDUiLCJzdGFmZi1pZCI6IjMwMDk5MTg2OTE1NTkwNDUiLCJvcmctaWQiOiIwIiwicm9sZS10eXBlIjoiMyIsInJlZnJlc2hUb2tlbiI6IjlES1lWcEVkYWw1bEc5cTMrdFptMkJXeTlyMkVMeEY5MHZuUWRyRnNYVFU9IiwicmVmcmVzaEV4cGlyeVRpbWUiOiIyMDI2LzIvOSDkuIrljYgyOjQzOjU0IiwibmVlZENoZWNrVG9rZW4iOiJmYWxzZSIsImV4cCI6MTc3MDU3NjIzNCwiaXNzIjoidGVzdCIsImF1ZCI6IlVzZXIifQ._1gnWcJHw8O26pcfiT1x8tgQRGn3g56vv2IZP8shgGU

 # API 请求超时（秒）
 API_TIMEOUT=20
--- a/etl_billiards/ETL_Manager.spec
+++ b/etl_billiards/ETL_Manager.spec
@@ -1,44 +0,0 @@
-# -*- mode: python ; coding: utf-8 -*-
-
-
-a = Analysis(
-    ['C:\\dev\\LLTQ\\ETL\\feiqiu-ETL\\etl_billiards\\gui\\main.py'],
-    pathex=[],
-    binaries=[],
-    datas=[('C:\\dev\\LLTQ\\ETL\\feiqiu-ETL\\etl_billiards\\gui\\resources', 'gui/resources'), ('C:\\dev\\LLTQ\\ETL\\feiqiu-ETL\\etl_billiards\\database\\schema_dwd_doc.sql', 'database'), ('C:\\dev\\LLTQ\\ETL\\feiqiu-ETL\\etl_billiards\\database\\schema_dws.sql', 'database'), ('C:\\dev\\LLTQ\\ETL\\feiqiu-ETL\\etl_billiards\\database\\schema_etl_admin.sql', 'database'), ('C:\\dev\\LLTQ\\ETL\\feiqiu-ETL\\etl_billiards\\database\\schema_ODS_doc.sql', 'database'), ('C:\\dev\\LLTQ\\ETL\\feiqiu-ETL\\etl_billiards\\database\\seed_ods_tasks.sql', 'database'), ('C:\\dev\\LLTQ\\ETL\\feiqiu-ETL\\etl_billiards\\database\\seed_scheduler_tasks.sql', 'database')],
-    hiddenimports=['PySide6.QtCore', 'PySide6.QtGui', 'PySide6.QtWidgets', 'psycopg2', 'psycopg2.extras', 'psycopg2.extensions', 'gui.models.task_model', 'gui.models.schedule_model', 'gui.utils.cli_builder', 'gui.utils.config_helper', 'gui.utils.app_settings', 'gui.workers.task_worker', 'gui.workers.db_worker', 'gui.widgets.settings_dialog'],
-    hookspath=[],
-    hooksconfig={},
-    runtime_hooks=[],
-    excludes=['matplotlib', 'numpy', 'pandas', 'scipy', 'PIL', 'cv2', 'tkinter'],
-    noarchive=False,
-    optimize=0,
-)
-pyz = PYZ(a.pure)
-
-exe = EXE(
-    pyz,
-    a.scripts,
-    [],
-    exclude_binaries=True,
-    name='ETL_Manager',
-    debug=False,
-    bootloader_ignore_signals=False,
-    strip=False,
-    upx=True,
-    console=False,
-    disable_windowed_traceback=False,
-    argv_emulation=False,
-    target_arch=None,
-    codesign_identity=None,
-    entitlements_file=None,
-)
-coll = COLLECT(
-    exe,
-    a.binaries,
-    a.datas,
-    strip=False,
-    upx=True,
-    upx_exclude=[],
-    name='ETL_Manager',
-)
--- a/etl_billiards/api/recording_client.py
+++ b/etl_billiards/api/recording_client.py
@@ -4,7 +4,9 @@ from __future__ import annotations

 from datetime import datetime
 from pathlib import Path
+import time
 from typing import Any, Iterable, Tuple
+from zoneinfo import ZoneInfo

 from api.client import APIClient
 from api.endpoint_routing import plan_calls
@@ -128,3 +130,57 @@ class RecordingAPIClient:
            "pages": len(pages),
            "records": total_records,
        }
+
+
+def _cfg_get(cfg, key: str, default=None):
+    if isinstance(cfg, dict):
+        cur = cfg
+        for part in key.split("."):
+            if not isinstance(cur, dict) or part not in cur:
+                return default
+            cur = cur[part]
+        return cur
+    getter = getattr(cfg, "get", None)
+    if callable(getter):
+        return getter(key, default)
+    return default
+
+
+def build_recording_client(
+    cfg,
+    *,
+    task_code: str,
+    output_dir: Path | str | None = None,
+    run_id: int | None = None,
+    write_pretty: bool | None = None,
+):
+    """Build RecordingAPIClient from AppConfig or dict config."""
+    base_client = APIClient(
+        base_url=_cfg_get(cfg, "api.base_url") or "",
+        token=_cfg_get(cfg, "api.token"),
+        timeout=int(_cfg_get(cfg, "api.timeout_sec", 20) or 20),
+        retry_max=int(_cfg_get(cfg, "api.retries.max_attempts", 3) or 3),
+        headers_extra=_cfg_get(cfg, "api.headers_extra") or {},
+    )
+
+    if write_pretty is None:
+        write_pretty = bool(_cfg_get(cfg, "io.write_pretty_json", False))
+
+    if run_id is None:
+        run_id = int(time.time())
+
+    if output_dir is None:
+        tz_name = _cfg_get(cfg, "app.timezone", "Asia/Taipei") or "Asia/Taipei"
+        tz = ZoneInfo(tz_name)
+        ts = datetime.now(tz).strftime("%Y%m%d-%H%M%S")
+        fetch_root = _cfg_get(cfg, "pipeline.fetch_root") or _cfg_get(cfg, "io.export_root") or "export/JSON"
+        task_upper = str(task_code).upper()
+        output_dir = Path(fetch_root) / task_upper / f"{task_upper}-{run_id}-{ts}"
+
+    return RecordingAPIClient(
+        base_client=base_client,
+        output_dir=output_dir,
+        task_code=str(task_code),
+        run_id=int(run_id),
+        write_pretty=bool(write_pretty),
+    )
--- a/etl_billiards/build_exe.py
+++ b/etl_billiards/build_exe.py
@@ -90,9 +90,11 @@ def build_exe(onefile: bool = False, console: bool = False):
    
    # 隐式导入
    hidden_imports = [
+        # PySide6 核心模块
        "PySide6.QtCore",
        "PySide6.QtGui",
        "PySide6.QtWidgets",
+        # 数据库
        "psycopg2",
        "psycopg2.extras",
        "psycopg2.extensions",
@@ -138,6 +140,9 @@ def build_exe(onefile: bool = False, console: bool = False):
    result = subprocess.run(cmd, cwd=str(project_root))
    
    if result.returncode == 0:
+        # 打包后精简：删除不需要的文件
+        slim_dist(project_root / "dist" / "ETL_Manager" / "_internal")
+        
        print()
        print("=" * 50)
        print("打包成功!")
@@ -149,6 +154,77 @@ def build_exe(onefile: bool = False, console: bool = False):
        sys.exit(1)


+def slim_dist(internal_dir: Path):
+    """精简打包后的文件，删除不需要的内容"""
+    if not internal_dir.exists():
+        return
+    
+    print()
+    print("精简打包文件...")
+    
+    removed_size = 0
+    
+    # 1. 删除不需要的翻译文件（只保留中文和英文）
+    translations_dir = internal_dir / "PySide6" / "translations"
+    if translations_dir.exists():
+        keep_langs = {"zh_CN", "zh_TW", "en"}
+        for qm_file in translations_dir.glob("*.qm"):
+            # 检查是否是需要保留的语言
+            keep = False
+            for lang in keep_langs:
+                if lang in qm_file.name:
+                    keep = True
+                    break
+            if not keep:
+                size = qm_file.stat().st_size
+                qm_file.unlink()
+                removed_size += size
+    
+    # 2. 删除 opengl32sw.dll（软件渲染，20MB，通常不需要）
+    opengl_sw = internal_dir / "PySide6" / "opengl32sw.dll"
+    if opengl_sw.exists():
+        size = opengl_sw.stat().st_size
+        opengl_sw.unlink()
+        removed_size += size
+        print(f"  删除: opengl32sw.dll ({size / 1024 / 1024:.1f} MB)")
+    
+    # 3. 删除不需要的 Qt 模块 DLL（如果存在）
+    unnecessary_dlls = [
+        "Qt6Pdf.dll",           # PDF 支持
+        "Qt6Qml.dll",           # QML 引擎
+        "Qt6QmlMeta.dll",
+        "Qt6QmlModels.dll",
+        "Qt6QmlWorkerScript.dll",
+        "Qt6Quick.dll",         # Quick UI
+        "Qt6VirtualKeyboard.dll",  # 虚拟键盘
+    ]
+    pyside6_dir = internal_dir / "PySide6"
+    for dll_name in unnecessary_dlls:
+        dll_path = pyside6_dir / dll_name
+        if dll_path.exists():
+            size = dll_path.stat().st_size
+            dll_path.unlink()
+            removed_size += size
+            print(f"  删除: {dll_name} ({size / 1024 / 1024:.1f} MB)")
+    
+    # 4. 删除不需要的插件目录
+    unnecessary_plugins = [
+        "networkinformation",  # 网络信息
+        "tls",                 # TLS 支持（数据库已有）
+    ]
+    plugins_dir = pyside6_dir / "plugins"
+    if plugins_dir.exists():
+        for plugin_name in unnecessary_plugins:
+            plugin_path = plugins_dir / plugin_name
+            if plugin_path.exists():
+                size = sum(f.stat().st_size for f in plugin_path.rglob("*") if f.is_file())
+                shutil.rmtree(plugin_path)
+                removed_size += size
+                print(f"  删除插件: {plugin_name}")
+    
+    print(f"共节省: {removed_size / 1024 / 1024:.1f} MB")
+
+
 def main():
    """主函数"""
    import argparse
--- a/etl_billiards/config/defaults.py
+++ b/etl_billiards/config/defaults.py
@@ -109,9 +109,18 @@ DEFAULTS = {
        "mode": "history",
        "history_start": "2025-07-01",
        "history_end": "",
-        "include_dimensions": False,
+        "include_dimensions": True,
        "auto_check": False,
+        "auto_backfill": False,
+        "compare_content": True,
+        "content_sample_limit": 50,
+        "backfill_mismatch": True,
+        "recheck_after_backfill": True,
        "ods_task_codes": "",
+        "force_monthly_split": True,
+    },
+    "dwd": {
+        "fact_upsert": True,
    },

 }
--- a/etl_billiards/config/env_parser.py
+++ b/etl_billiards/config/env_parser.py
@@ -55,7 +55,12 @@ ENV_MAP = {
    "INTEGRITY_INCLUDE_DIMENSIONS": ("integrity.include_dimensions",),
    "INTEGRITY_AUTO_CHECK": ("integrity.auto_check",),
    "INTEGRITY_AUTO_BACKFILL": ("integrity.auto_backfill",),
+    "INTEGRITY_COMPARE_CONTENT": ("integrity.compare_content",),
+    "INTEGRITY_CONTENT_SAMPLE_LIMIT": ("integrity.content_sample_limit",),
+    "INTEGRITY_BACKFILL_MISMATCH": ("integrity.backfill_mismatch",),
+    "INTEGRITY_RECHECK_AFTER_BACKFILL": ("integrity.recheck_after_backfill",),
    "INTEGRITY_ODS_TASK_CODES": ("integrity.ods_task_codes",),
+    "DWD_FACT_UPSERT": ("dwd.fact_upsert",),
 }


--- a/etl_billiards/database/schema_ODS_doc.sql
+++ b/etl_billiards/database/schema_ODS_doc.sql
@@ -7,7 +7,7 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_profiles (
    tenant_id                BIGINT,
    register_site_id         BIGINT,
    site_name                TEXT,
-    id                       BIGINT PRIMARY KEY,
+    id BIGINT,
    system_member_id         BIGINT,
    member_card_grade_code   BIGINT,
    member_card_grade_name   TEXT,
@@ -19,10 +19,17 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_profiles (
    status                   INT,
    user_status              INT,
    create_time              TIMESTAMP,
+    pay_money_sum            NUMERIC(18,2),
+    person_tenant_org_id     BIGINT,
+    person_tenant_org_name   TEXT,
+    recharge_money_sum       NUMERIC(18,2),
+    register_source          TEXT,
+    content_hash           TEXT NOT NULL,
    source_file              TEXT,
    source_endpoint          TEXT,
    fetched_at               TIMESTAMPTZ DEFAULT now(),
-    payload                  JSONB NOT NULL
+    payload                  JSONB NOT NULL,
+    PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.member_profiles IS 'ODS 原始明细表：会员档案/会员账户信息。来源：export/test-json-doc/member_profiles.json；分析：member_profiles-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -53,7 +60,7 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_balance_changes (
    register_site_id      BIGINT,
    registerSiteName      TEXT,
    paySiteName           TEXT,
-    id                    BIGINT PRIMARY KEY,
+    id BIGINT,
    tenant_member_id      BIGINT,
    tenant_member_card_id BIGINT,
    system_member_id      BIGINT,
@@ -73,10 +80,15 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_balance_changes (
    operator_name         TEXT,
    is_delete             INT,
    create_time           TIMESTAMP,
+    principal_after       NUMERIC(18,2),
+    principal_before      NUMERIC(18,2),
+    principal_data        TEXT,
+    content_hash           TEXT NOT NULL,
    source_file           TEXT,
    source_endpoint       TEXT,
    fetched_at            TIMESTAMPTZ DEFAULT now(),
-    payload               JSONB NOT NULL
+    payload               JSONB NOT NULL,
+    PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.member_balance_changes IS 'ODS 原始明细表：会员余额变更流水。来源：export/test-json-doc/member_balance_changes.json；分析：member_balance_changes-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -117,7 +129,7 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_stored_value_cards (
    system_member_id                  BIGINT,
    register_site_id                  BIGINT,
    site_name                         TEXT,
-    id                                BIGINT PRIMARY KEY,
+    id BIGINT,
    member_card_grade_code            BIGINT,
    member_card_grade_code_name       TEXT,
    member_card_type_name             TEXT,
@@ -181,10 +193,19 @@ CREATE TABLE IF NOT EXISTS billiards_ods.member_stored_value_cards (
    tenantName                        TEXT,
    pdAssisnatLevel                   TEXT,
    cxAssisnatLevel                   TEXT,
+    able_share_member_discount        BOOLEAN,
+    electricity_deduct_radio          NUMERIC(18,4),
+    electricity_discount              NUMERIC(18,4),
+    electricitycarddeduct             BOOLEAN,
+    member_grade                      BIGINT,
+    principal_balance                 NUMERIC(18,2),
+    rechargefreezebalance             NUMERIC(18,2),
+    content_hash           TEXT NOT NULL,
    source_file                       TEXT,
    source_endpoint                   TEXT,
    fetched_at                        TIMESTAMPTZ DEFAULT now(),
-    payload                           JSONB NOT NULL
+    payload                           JSONB NOT NULL,
+    PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.member_stored_value_cards IS 'ODS 原始明细表：会员储值/卡券账户列表。来源：export/test-json-doc/member_stored_value_cards.json；分析：member_stored_value_cards-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -264,7 +285,7 @@ COMMENT ON COLUMN billiards_ods.member_stored_value_cards.payload IS '【说明


 CREATE TABLE IF NOT EXISTS billiards_ods.recharge_settlements (
-    id                    BIGINT PRIMARY KEY,
+ id BIGINT,
 tenantid              BIGINT,
 siteid                BIGINT,
 sitename              TEXT,
@@ -325,10 +346,18 @@ CREATE TABLE IF NOT EXISTS billiards_ods.recharge_settlements (
 isfirst               INT,
 rechargecardamount    NUMERIC(18,2),
 giftcardamount        NUMERIC(18,2),
+ electricityadjustmoney NUMERIC(18,2),
+ electricitymoney      NUMERIC(18,2),
+ mervousalesamount     NUMERIC(18,2),
+ plcouponsaleamount    NUMERIC(18,2),
+ realelectricitymoney  NUMERIC(18,2),
+ settlelist            JSONB,
+ content_hash           TEXT NOT NULL,
 source_file           TEXT,
 source_endpoint       TEXT,
 fetched_at            TIMESTAMPTZ DEFAULT now(),
-    payload               JSONB NOT NULL
+ payload               JSONB NOT NULL,
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.recharge_settlements IS 'ODS 原始明细表：充值结算记录。来源：export/test-json-doc/recharge_settlements.json；分析：recharge_settlements-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -400,7 +429,7 @@ COMMENT ON COLUMN billiards_ods.recharge_settlements.payload IS '【说明】完


 CREATE TABLE IF NOT EXISTS billiards_ods.settlement_records (
-    id                    BIGINT PRIMARY KEY,
+ id BIGINT,
 tenantid              BIGINT,
 siteid                BIGINT,
 sitename              TEXT,
@@ -461,10 +490,18 @@ CREATE TABLE IF NOT EXISTS billiards_ods.settlement_records (
 isfirst               INT,
 rechargecardamount    NUMERIC(18,2),
 giftcardamount        NUMERIC(18,2),
+ electricityadjustmoney NUMERIC(18,2),
+ electricitymoney      NUMERIC(18,2),
+ mervousalesamount     NUMERIC(18,2),
+ plcouponsaleamount    NUMERIC(18,2),
+ realelectricitymoney  NUMERIC(18,2),
+ settlelist            JSONB,
+ content_hash           TEXT NOT NULL,
 source_file           TEXT,
 source_endpoint       TEXT,
 fetched_at            TIMESTAMPTZ DEFAULT now(),
-    payload               JSONB NOT NULL
+ payload               JSONB NOT NULL,
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.settlement_records IS 'ODS 原始明细表：结账/结算记录。来源：export/test-json-doc/settlement_records.json；分析：settlement_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -536,7 +573,7 @@ COMMENT ON COLUMN billiards_ods.settlement_records.payload IS '【说明】完


 CREATE TABLE IF NOT EXISTS billiards_ods.assistant_cancellation_records (
-    id                     BIGINT PRIMARY KEY,
+ id BIGINT,
 siteId                 BIGINT,
 siteProfile            JSONB,
 assistantName          TEXT,
@@ -549,10 +586,13 @@ CREATE TABLE IF NOT EXISTS billiards_ods.assistant_cancellation_records (
 tableName              TEXT,
 trashReason            TEXT,
 createTime             TIMESTAMP,
+ tenant_id              BIGINT,
+ content_hash           TEXT NOT NULL,
 source_file            TEXT,
 source_endpoint        TEXT,
 fetched_at             TIMESTAMPTZ DEFAULT now(),
-    payload                JSONB NOT NULL
+ payload                JSONB NOT NULL,
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.assistant_cancellation_records IS 'ODS 原始明细表：助教作废/取消记录。来源：export/test-json-doc/assistant_cancellation_records.json；分析：assistant_cancellation_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -576,7 +616,7 @@ COMMENT ON COLUMN billiards_ods.assistant_cancellation_records.payload IS '【


 CREATE TABLE IF NOT EXISTS billiards_ods.assistant_accounts_master (
-    id                     BIGINT PRIMARY KEY,
+ id BIGINT,
 tenant_id              BIGINT,
 site_id                BIGINT,
 assistant_no           TEXT,
@@ -638,10 +678,12 @@ CREATE TABLE IF NOT EXISTS billiards_ods.assistant_accounts_master (
 light_equipment_id     TEXT,
 entry_sign_status      INT,
 resign_sign_status     INT,
+ content_hash           TEXT NOT NULL,
 source_file            TEXT,
 source_endpoint        TEXT,
 fetched_at             TIMESTAMPTZ DEFAULT now(),
-    payload                JSONB NOT NULL
+ payload                JSONB NOT NULL,
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.assistant_accounts_master IS 'ODS 原始明细表：助教档案主数据。来源：export/test-json-doc/assistant_accounts_master.json；分析：assistant_accounts_master-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -714,7 +756,7 @@ COMMENT ON COLUMN billiards_ods.assistant_accounts_master.payload IS '【说明


 CREATE TABLE IF NOT EXISTS billiards_ods.assistant_service_records (
-    id                       BIGINT PRIMARY KEY,
+ id BIGINT,
 tenant_id                BIGINT,
 site_id                  BIGINT,
 siteProfile              JSONB,
@@ -778,10 +820,14 @@ CREATE TABLE IF NOT EXISTS billiards_ods.assistant_service_records (
 get_grade_times          INT,
 is_not_responding        INT,
 is_confirm               INT,
+ assistantteamname        TEXT,
+ real_service_money       NUMERIC(18,2),
 payload                  JSONB NOT NULL,
+ content_hash           TEXT NOT NULL,
 source_file              TEXT,
 source_endpoint          TEXT,
-    fetched_at               TIMESTAMPTZ DEFAULT now()
+ fetched_at               TIMESTAMPTZ DEFAULT now(),
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.assistant_service_records IS 'ODS 原始明细表：助教服务流水。来源：export/test-json-doc/assistant_service_records.json；分析：assistant_service_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -856,7 +902,7 @@ COMMENT ON COLUMN billiards_ods.assistant_service_records.fetched_at IS '【说


 CREATE TABLE IF NOT EXISTS billiards_ods.site_tables_master (
-    id                       BIGINT PRIMARY KEY,
+ id BIGINT,
 site_id                  BIGINT,
 siteName                 TEXT,
 "appletQrCodeUrl"        TEXT,
@@ -881,10 +927,13 @@ CREATE TABLE IF NOT EXISTS billiards_ods.site_tables_master (
 table_status             INT,
 temporary_light_second   INT,
 virtual_table            INT,
+ order_id                 BIGINT,
+ content_hash           TEXT NOT NULL,
 source_file              TEXT,
 source_endpoint          TEXT,
 fetched_at               TIMESTAMPTZ DEFAULT now(),
-    payload                  JSONB NOT NULL
+ payload                  JSONB NOT NULL,
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.site_tables_master IS 'ODS 原始明细表：门店桌台主数据。来源：export/test-json-doc/site_tables_master.json；分析：site_tables_master-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -919,7 +968,7 @@ COMMENT ON COLUMN billiards_ods.site_tables_master.payload IS '【说明】完


 CREATE TABLE IF NOT EXISTS billiards_ods.table_fee_discount_records (
-    id                  BIGINT PRIMARY KEY,
+ id BIGINT,
 tenant_id           BIGINT,
 site_id             BIGINT,
 siteProfile         JSONB,
@@ -939,10 +988,20 @@ CREATE TABLE IF NOT EXISTS billiards_ods.table_fee_discount_records (
 order_trade_no      TEXT,
 is_delete           INT,
 create_time         TIMESTAMP,
+ area_type_id        BIGINT,
+ charge_free         BOOLEAN,
+ site_table_area_id  BIGINT,
+ site_table_area_name TEXT,
+ sitename            TEXT,
+ table_name          TEXT,
+ table_price         NUMERIC(18,2),
+ tenant_name         TEXT,
+ content_hash           TEXT NOT NULL,
 source_file         TEXT,
 source_endpoint     TEXT,
 fetched_at          TIMESTAMPTZ DEFAULT now(),
-    payload             JSONB NOT NULL
+ payload             JSONB NOT NULL,
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.table_fee_discount_records IS 'ODS 原始明细表：台费折扣记录。来源：export/test-json-doc/table_fee_discount_records.json；分析：table_fee_discount_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -973,7 +1032,7 @@ COMMENT ON COLUMN billiards_ods.table_fee_discount_records.payload IS '【说明


 CREATE TABLE IF NOT EXISTS billiards_ods.table_fee_transactions (
-    id                       BIGINT PRIMARY KEY,
+ id BIGINT,
 tenant_id                BIGINT,
 site_id                  BIGINT,
 siteProfile              JSONB,
@@ -1012,10 +1071,15 @@ CREATE TABLE IF NOT EXISTS billiards_ods.table_fee_transactions (
 salesman_org_id          BIGINT,
 salesman_user_id         BIGINT,
 create_time              TIMESTAMP,
+ activity_discount_amount NUMERIC(18,2),
+ order_consumption_type   INT,
+ real_service_money       NUMERIC(18,2),
 payload                  JSONB NOT NULL,
+ content_hash           TEXT NOT NULL,
 source_file              TEXT,
 source_endpoint          TEXT,
-    fetched_at               TIMESTAMPTZ DEFAULT now()
+ fetched_at               TIMESTAMPTZ DEFAULT now(),
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.table_fee_transactions IS 'ODS 原始明细表：台费流水。来源：export/test-json-doc/table_fee_transactions.json；分析：table_fee_transactions-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1065,7 +1129,7 @@ COMMENT ON COLUMN billiards_ods.table_fee_transactions.fetched_at IS '【说明


 CREATE TABLE IF NOT EXISTS billiards_ods.goods_stock_movements (
-    siteGoodsStockId     BIGINT PRIMARY KEY,
+ siteGoodsStockId BIGINT,
 tenantId             BIGINT,
 siteId               BIGINT,
 siteGoodsId          BIGINT,
@@ -1084,10 +1148,12 @@ CREATE TABLE IF NOT EXISTS billiards_ods.goods_stock_movements (
 remark               TEXT,
 operatorName         TEXT,
 createTime           TIMESTAMP,
+ content_hash           TEXT NOT NULL,
 source_file          TEXT,
 source_endpoint      TEXT,
 fetched_at           TIMESTAMPTZ DEFAULT now(),
-    payload              JSONB NOT NULL
+ payload              JSONB NOT NULL,
+ PRIMARY KEY (siteGoodsStockId, content_hash)
 );

 COMMENT ON TABLE billiards_ods.goods_stock_movements IS 'ODS 原始明细表：商品库存变动流水。来源：export/test-json-doc/goods_stock_movements.json；分析：goods_stock_movements-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1117,7 +1183,7 @@ COMMENT ON COLUMN billiards_ods.goods_stock_movements.payload IS '【说明】


 CREATE TABLE IF NOT EXISTS billiards_ods.stock_goods_category_tree (
-    id                       BIGINT PRIMARY KEY,
+ id BIGINT,
 tenant_id                BIGINT,
 category_name            TEXT,
 alias_name               TEXT,
@@ -1128,10 +1194,12 @@ CREATE TABLE IF NOT EXISTS billiards_ods.stock_goods_category_tree (
 categoryBoxes            JSONB,
 sort                     INT,
 is_warehousing           INT,
+ content_hash           TEXT NOT NULL,
 source_file              TEXT,
 source_endpoint          TEXT,
 fetched_at               TIMESTAMPTZ DEFAULT now(),
-    payload                  JSONB NOT NULL
+ payload                  JSONB NOT NULL,
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.stock_goods_category_tree IS 'ODS 原始明细表：商品分类树。来源：export/test-json-doc/stock_goods_category_tree.json；分析：stock_goods_category_tree-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1153,7 +1221,7 @@ COMMENT ON COLUMN billiards_ods.stock_goods_category_tree.payload IS '【说明


 CREATE TABLE IF NOT EXISTS billiards_ods.goods_stock_summary (
-    siteGoodsId           BIGINT PRIMARY KEY,
+ siteGoodsId BIGINT,
 goodsName             TEXT,
 goodsUnit             TEXT,
 goodsCategoryId       BIGINT,
@@ -1167,10 +1235,12 @@ CREATE TABLE IF NOT EXISTS billiards_ods.goods_stock_summary (
 rangeSaleMoney        NUMERIC(18,2),
 rangeInventory        NUMERIC(18,4),
 currentStock          NUMERIC(18,4),
+ content_hash           TEXT NOT NULL,
 source_file           TEXT,
 source_endpoint       TEXT,
 fetched_at            TIMESTAMPTZ DEFAULT now(),
-    payload               JSONB NOT NULL
+ payload               JSONB NOT NULL,
+ PRIMARY KEY (siteGoodsId, content_hash)
 );

 COMMENT ON TABLE billiards_ods.goods_stock_summary IS 'ODS 原始明细表：商品库存汇总。来源：export/test-json-doc/goods_stock_summary.json；分析：goods_stock_summary-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1195,7 +1265,7 @@ COMMENT ON COLUMN billiards_ods.goods_stock_summary.payload IS '【说明】完


 CREATE TABLE IF NOT EXISTS billiards_ods.payment_transactions (
-    id                 BIGINT PRIMARY KEY,
+ id BIGINT,
 site_id            BIGINT,
 siteProfile        JSONB,
 relate_type        INT,
@@ -1206,10 +1276,13 @@ CREATE TABLE IF NOT EXISTS billiards_ods.payment_transactions (
 create_time        TIMESTAMP,
 payment_method     INT,
 online_pay_channel INT,
+ tenant_id          BIGINT,
+ content_hash           TEXT NOT NULL,
 source_file        TEXT,
 source_endpoint    TEXT,
 fetched_at         TIMESTAMPTZ DEFAULT now(),
-    payload            JSONB NOT NULL
+ payload            JSONB NOT NULL,
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.payment_transactions IS 'ODS 原始明细表：支付流水。来源：export/test-json-doc/payment_transactions.json；分析：payment_transactions-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1231,7 +1304,7 @@ COMMENT ON COLUMN billiards_ods.payment_transactions.payload IS '【说明】完


 CREATE TABLE IF NOT EXISTS billiards_ods.refund_transactions (
-    id                   BIGINT PRIMARY KEY,
+ id BIGINT,
 tenant_id            BIGINT,
 tenantName           TEXT,
 site_id              BIGINT,
@@ -1263,10 +1336,12 @@ CREATE TABLE IF NOT EXISTS billiards_ods.refund_transactions (
 is_delete            INT,
 balance_frozen_amount NUMERIC(18,2),
 card_frozen_amount    NUMERIC(18,2),
+ content_hash           TEXT NOT NULL,
 source_file          TEXT,
 source_endpoint      TEXT,
 fetched_at           TIMESTAMPTZ DEFAULT now(),
-    payload              JSONB NOT NULL
+ payload              JSONB NOT NULL,
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.refund_transactions IS 'ODS 原始明细表：退款流水。来源：export/test-json-doc/refund_transactions.json；分析：refund_transactions-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1309,7 +1384,7 @@ COMMENT ON COLUMN billiards_ods.refund_transactions.payload IS '【说明】完


 CREATE TABLE IF NOT EXISTS billiards_ods.platform_coupon_redemption_records (
-    id                BIGINT PRIMARY KEY,
+ id BIGINT,
 verify_id         BIGINT,
 certificate_id    TEXT,
 coupon_code       TEXT,
@@ -1335,10 +1410,12 @@ CREATE TABLE IF NOT EXISTS billiards_ods.platform_coupon_redemption_records (
 operator_name     TEXT,
 is_delete         INT,
 siteProfile       JSONB,
+ content_hash           TEXT NOT NULL,
 source_file       TEXT,
 source_endpoint   TEXT,
 fetched_at        TIMESTAMPTZ DEFAULT now(),
-    payload           JSONB NOT NULL
+ payload           JSONB NOT NULL,
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.platform_coupon_redemption_records IS 'ODS 原始明细表：平台券核销/使用记录。来源：export/test-json-doc/platform_coupon_redemption_records.json；分析：platform_coupon_redemption_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1375,7 +1452,7 @@ COMMENT ON COLUMN billiards_ods.platform_coupon_redemption_records.payload IS '


 CREATE TABLE IF NOT EXISTS billiards_ods.tenant_goods_master (
-    id                      BIGINT PRIMARY KEY,
+ id BIGINT,
 tenant_id               BIGINT,
 goods_name              TEXT,
 goods_bar_code          TEXT,
@@ -1406,10 +1483,13 @@ CREATE TABLE IF NOT EXISTS billiards_ods.tenant_goods_master (
 remark_name             TEXT,
 create_time             TIMESTAMP,
 update_time             TIMESTAMP,
+ not_sale                BOOLEAN,
 payload                 JSONB NOT NULL,
+ content_hash           TEXT NOT NULL,
 source_file             TEXT,
 source_endpoint         TEXT,
-    fetched_at              TIMESTAMPTZ DEFAULT now()
+ fetched_at              TIMESTAMPTZ DEFAULT now(),
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.tenant_goods_master IS 'ODS 原始明细表：租户商品主数据。来源：export/test-json-doc/tenant_goods_master.json；分析：tenant_goods_master-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1451,7 +1531,7 @@ COMMENT ON COLUMN billiards_ods.tenant_goods_master.fetched_at IS '【说明】E


 CREATE TABLE IF NOT EXISTS billiards_ods.group_buy_packages (
-    id                          BIGINT PRIMARY KEY,
+ id BIGINT,
 package_id                  BIGINT,
 package_name                TEXT,
 selling_price               NUMERIC(18,2),
@@ -1486,10 +1566,15 @@ CREATE TABLE IF NOT EXISTS billiards_ods.group_buy_packages (
 area_tag_type               INT,
 creator_name                TEXT,
 create_time                 TIMESTAMP,
+ is_first_limit              BOOLEAN,
+ sort                        INT,
+ tenantcouponsaleorderitemid BIGINT,
+ content_hash           TEXT NOT NULL,
 source_file                 TEXT,
 source_endpoint             TEXT,
 fetched_at                  TIMESTAMPTZ DEFAULT now(),
-    payload                     JSONB NOT NULL
+ payload                     JSONB NOT NULL,
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.group_buy_packages IS 'ODS 原始明细表：团购套餐主数据。来源：export/test-json-doc/group_buy_packages.json；分析：group_buy_packages-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1535,7 +1620,7 @@ COMMENT ON COLUMN billiards_ods.group_buy_packages.payload IS '【说明】完


 CREATE TABLE IF NOT EXISTS billiards_ods.group_buy_redemption_records (
-    id                              BIGINT PRIMARY KEY,
+ id BIGINT,
 tenant_id                       BIGINT,
 site_id                         BIGINT,
 siteName                        TEXT,
@@ -1578,10 +1663,21 @@ CREATE TABLE IF NOT EXISTS billiards_ods.group_buy_redemption_records (
 is_single_order                 INT,
 is_delete                       INT,
 create_time                     TIMESTAMP,
+ assistant_service_share_money   NUMERIC(18,2),
+ assistant_share_money           NUMERIC(18,2),
+ coupon_sale_id                  BIGINT,
+ good_service_share_money        NUMERIC(18,2),
+ goods_share_money               NUMERIC(18,2),
+ member_discount_money           NUMERIC(18,2),
+ recharge_share_money            NUMERIC(18,2),
+ table_service_share_money       NUMERIC(18,2),
+ table_share_money               NUMERIC(18,2),
 payload                         JSONB NOT NULL,
+ content_hash           TEXT NOT NULL,
 source_file                     TEXT,
 source_endpoint                 TEXT,
-    fetched_at                      TIMESTAMPTZ DEFAULT now()
+ fetched_at                      TIMESTAMPTZ DEFAULT now(),
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.group_buy_redemption_records IS 'ODS 原始明细表：团购核销记录。来源：export/test-json-doc/group_buy_redemption_records.json；分析：group_buy_redemption_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1635,7 +1731,7 @@ COMMENT ON COLUMN billiards_ods.group_buy_redemption_records.fetched_at IS '【


 CREATE TABLE IF NOT EXISTS billiards_ods.settlement_ticket_details (
-    orderSettleId         BIGINT PRIMARY KEY,
+ orderSettleId BIGINT,
 actualPayment         NUMERIC(18,2),
 adjustAmount          NUMERIC(18,2),
 assistantManualDiscount NUMERIC(18,2),
@@ -1674,9 +1770,11 @@ CREATE TABLE IF NOT EXISTS billiards_ods.settlement_ticket_details (
 orderItem             JSONB,
 tenantMemberCardLogs  JSONB,
 payload               JSONB NOT NULL,
+ content_hash           TEXT NOT NULL,
 source_file           TEXT,
 source_endpoint       TEXT,
-    fetched_at            TIMESTAMPTZ DEFAULT now()
+ fetched_at            TIMESTAMPTZ DEFAULT now(),
+ PRIMARY KEY (orderSettleId, content_hash)
 );

 COMMENT ON TABLE billiards_ods.settlement_ticket_details IS 'ODS 原始明细表：结算小票明细。来源：export/test-json-doc/settlement_ticket_details.json；分析：settlement_ticket_details-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1725,7 +1823,7 @@ COMMENT ON COLUMN billiards_ods.settlement_ticket_details.fetched_at IS '【说


 CREATE TABLE IF NOT EXISTS billiards_ods.store_goods_master (
-    id                  BIGINT PRIMARY KEY,
+ id BIGINT,
 tenant_id           BIGINT,
 site_id             BIGINT,
 siteName            TEXT,
@@ -1770,10 +1868,14 @@ CREATE TABLE IF NOT EXISTS billiards_ods.store_goods_master (
 goods_cover         TEXT,
 create_time         TIMESTAMP,
 update_time         TIMESTAMP,
+ commodity_code      TEXT,
+    not_sale            INTEGER,
 payload             JSONB NOT NULL,
+ content_hash           TEXT NOT NULL,
 source_file         TEXT,
 source_endpoint     TEXT,
-    fetched_at          TIMESTAMPTZ DEFAULT now()
+ fetched_at          TIMESTAMPTZ DEFAULT now(),
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.store_goods_master IS 'ODS 原始明细表：门店商品主数据。来源：export/test-json-doc/store_goods_master.json；分析：store_goods_master-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
@@ -1828,7 +1930,7 @@ COMMENT ON COLUMN billiards_ods.store_goods_master.fetched_at IS '【说明】ET


 CREATE TABLE IF NOT EXISTS billiards_ods.store_goods_sales_records (
-      id                         BIGINT PRIMARY KEY,
+ id BIGINT,
 tenant_id                  BIGINT,
 site_id                    BIGINT,
 siteid                     BIGINT,
@@ -1879,10 +1981,13 @@ CREATE TABLE IF NOT EXISTS billiards_ods.store_goods_sales_records (
 tenant_goods_business_id   BIGINT,
 tenant_goods_category_id   BIGINT,
 create_time                TIMESTAMP,
+ coupon_share_money         NUMERIC(18,2),
 payload                    JSONB NOT NULL,
+ content_hash           TEXT NOT NULL,
 source_file                TEXT,
 source_endpoint            TEXT,
-    fetched_at                 TIMESTAMPTZ DEFAULT now()
+ fetched_at                 TIMESTAMPTZ DEFAULT now(),
+ PRIMARY KEY (id, content_hash)
 );

 COMMENT ON TABLE billiards_ods.store_goods_sales_records IS 'ODS 原始明细表：门店商品销售流水。来源：export/test-json-doc/store_goods_sales_records.json；分析：store_goods_sales_records-Analysis.md。字段以导出原样为主；ETL 补充 source_file/source_endpoint/fetched_at，并保留 payload 为原始记录快照。';
--- a/etl_billiards/database/schema_dwd_doc.sql
+++ b/etl_billiards/database/schema_dwd_doc.sql
@@ -84,7 +84,7 @@ CREATE TABLE IF NOT EXISTS dim_site (
    SCD2_end_time       TIMESTAMPTZ DEFAULT '9999-12-31',
    SCD2_is_current     INT DEFAULT 1,
    SCD2_version        INT DEFAULT 1,
-    PRIMARY KEY (site_id)
+    PRIMARY KEY (site_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_site IS 'DWD 维度表：dim_site。ODS 来源表：billiards_ods.table_fee_transactions（对应 JSON：table_fee_transactions.json；分析：table_fee_transactions-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -107,7 +107,7 @@ COMMENT ON COLUMN billiards_dwd.dim_site.scd2_is_current IS '【说明】SCD2
 COMMENT ON COLUMN billiards_dwd.dim_site.scd2_version IS '【说明】SCD2 版本号（自增），用于与时间段一起避免版本重叠。     【示例】1（SCD2 版本号（自增），用于与时间段一起避免版本重叠）。     【ODS来源】table_fee_transactions - 无（DWD慢变元数据）。     【JSON字段】无 - DWD慢变元数据 - 无。';


-CREATE TABLE IF NOT EXISTS dim_site_Ex (
+CREATE TABLE IF NOT EXISTS dim_site_ex (
    site_id BIGINT,
    avatar TEXT,
    address TEXT,
@@ -133,7 +133,7 @@ CREATE TABLE IF NOT EXISTS dim_site_Ex (
    SCD2_end_time       TIMESTAMPTZ DEFAULT '9999-12-31',
    SCD2_is_current     INT DEFAULT 1,
    SCD2_version        INT DEFAULT 1,
-    PRIMARY KEY (site_id)
+    PRIMARY KEY (site_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_site_ex IS 'DWD 维度表（扩展字段表）：dim_site_ex。ODS 来源表：billiards_ods.table_fee_transactions（对应 JSON：table_fee_transactions.json；分析：table_fee_transactions-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -172,11 +172,12 @@ CREATE TABLE IF NOT EXISTS dim_table (
    site_table_area_name TEXT,
    tenant_table_area_id BIGINT,
    table_price NUMERIC(18,2),
+    order_id BIGINT,
    SCD2_start_time     TIMESTAMPTZ DEFAULT now(),
    SCD2_end_time       TIMESTAMPTZ DEFAULT '9999-12-31',
    SCD2_is_current     INT DEFAULT 1,
    SCD2_version        INT DEFAULT 1,
-    PRIMARY KEY (table_id)
+    PRIMARY KEY (table_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_table IS 'DWD 维度表：dim_table。ODS 来源表：billiards_ods.site_tables_master（对应 JSON：site_tables_master.json；分析：site_tables_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -193,7 +194,7 @@ COMMENT ON COLUMN billiards_dwd.dim_table.scd2_is_current IS '【说明】SCD2
 COMMENT ON COLUMN billiards_dwd.dim_table.scd2_version IS '【说明】SCD2 版本号（自增），用于与时间段一起避免版本重叠。     【示例】1（SCD2 版本号（自增），用于与时间段一起避免版本重叠）。     【ODS来源】site_tables_master - 无（DWD慢变元数据）。     【JSON字段】无 - DWD慢变元数据 - 无。';


-CREATE TABLE IF NOT EXISTS dim_table_Ex (
+CREATE TABLE IF NOT EXISTS dim_table_ex (
    table_id BIGINT,
    show_status INTEGER,
    is_online_reservation INTEGER,
@@ -204,7 +205,7 @@ CREATE TABLE IF NOT EXISTS dim_table_Ex (
    SCD2_end_time       TIMESTAMPTZ DEFAULT '9999-12-31',
    SCD2_is_current     INT DEFAULT 1,
    SCD2_version        INT DEFAULT 1,
-    PRIMARY KEY (table_id)
+    PRIMARY KEY (table_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_table_ex IS 'DWD 维度表（扩展字段表）：dim_table_ex。ODS 来源表：billiards_ods.site_tables_master（对应 JSON：site_tables_master.json；分析：site_tables_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -240,7 +241,7 @@ CREATE TABLE IF NOT EXISTS dim_assistant (
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (assistant_id)
+    PRIMARY KEY (assistant_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_assistant IS 'DWD 维度表：dim_assistant。ODS 来源表：billiards_ods.assistant_accounts_master（对应 JSON：assistant_accounts_master.json；分析：assistant_accounts_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -265,7 +266,7 @@ COMMENT ON COLUMN billiards_dwd.dim_assistant.scd2_is_current IS '【说明】SC
 COMMENT ON COLUMN billiards_dwd.dim_assistant.scd2_version IS '【说明】SCD2 版本号（自增），用于与时间段一起避免版本重叠。     【示例】1（SCD2 版本号（自增），用于与时间段一起避免版本重叠）。     【ODS来源】assistant_accounts_master - 无（DWD慢变元数据）。     【JSON字段】无 - DWD慢变元数据 - 无。';


-CREATE TABLE IF NOT EXISTS dim_assistant_Ex (
+CREATE TABLE IF NOT EXISTS dim_assistant_ex (
    assistant_id BIGINT,
    gender INTEGER,
    birth_date TIMESTAMPTZ,
@@ -314,7 +315,7 @@ CREATE TABLE IF NOT EXISTS dim_assistant_Ex (
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (assistant_id)
+    PRIMARY KEY (assistant_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_assistant_ex IS 'DWD 维度表（扩展字段表）：dim_assistant_ex。ODS 来源表：billiards_ods.assistant_accounts_master（对应 JSON：assistant_accounts_master.json；分析：assistant_accounts_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -379,11 +380,13 @@ CREATE TABLE IF NOT EXISTS dim_member (
    member_card_grade_name TEXT,
    create_time TIMESTAMPTZ,
    update_time TIMESTAMPTZ,
+    pay_money_sum NUMERIC(18,2),
+    recharge_money_sum NUMERIC(18,2),
    SCD2_start_time     TIMESTAMPTZ,
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (member_id)
+    PRIMARY KEY (member_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_member IS 'DWD 维度表：dim_member。ODS 来源表：billiards_ods.member_profiles（对应 JSON：member_profiles.json；分析：member_profiles-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -403,7 +406,7 @@ COMMENT ON COLUMN billiards_dwd.dim_member.scd2_is_current IS '【说明】SCD2
 COMMENT ON COLUMN billiards_dwd.dim_member.scd2_version IS '【说明】SCD2 版本号（自增），用于与时间段一起避免版本重叠。     【示例】1（SCD2 版本号（自增），用于与时间段一起避免版本重叠）。     【ODS来源】member_profiles - 无（DWD慢变元数据）。     【JSON字段】无 - DWD慢变元数据 - 无。';


-CREATE TABLE IF NOT EXISTS dim_member_Ex (
+CREATE TABLE IF NOT EXISTS dim_member_ex (
    member_id BIGINT,
    referrer_member_id BIGINT,
    point NUMERIC(18,2),
@@ -411,11 +414,14 @@ CREATE TABLE IF NOT EXISTS dim_member_Ex (
    growth_value NUMERIC(18,2),
    user_status INTEGER,
    status INTEGER,
+    person_tenant_org_id BIGINT,
+    person_tenant_org_name TEXT,
+    register_source TEXT,
    SCD2_start_time     TIMESTAMPTZ,
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (member_id)
+    PRIMARY KEY (member_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_member_ex IS 'DWD 维度表（扩展字段表）：dim_member_ex。ODS 来源表：billiards_ods.member_profiles（对应 JSON：member_profiles.json；分析：member_profiles-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -450,11 +456,13 @@ CREATE TABLE IF NOT EXISTS dim_member_card_account (
    last_consume_time TIMESTAMPTZ,
    status INTEGER,
    is_delete INTEGER,
+    principal_balance NUMERIC(18,2),
+    member_grade BIGINT,
    SCD2_start_time     TIMESTAMPTZ,
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (member_card_id)
+    PRIMARY KEY (member_card_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_member_card_account IS 'DWD 维度表：dim_member_card_account。ODS 来源表：billiards_ods.member_stored_value_cards（对应 JSON：member_stored_value_cards.json；分析：member_stored_value_cards-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -481,7 +489,7 @@ COMMENT ON COLUMN billiards_dwd.dim_member_card_account.scd2_is_current IS '【
 COMMENT ON COLUMN billiards_dwd.dim_member_card_account.scd2_version IS '【说明】SCD2 版本号（自增），用于与时间段一起避免版本重叠。     【示例】1（SCD2 版本号（自增），用于与时间段一起避免版本重叠）。     【ODS来源】member_stored_value_cards - 无（DWD慢变元数据）。     【JSON字段】无 - DWD慢变元数据 - 无。';


-CREATE TABLE IF NOT EXISTS dim_member_card_account_Ex (
+CREATE TABLE IF NOT EXISTS dim_member_card_account_ex (
    member_card_id BIGINT,
    site_name TEXT,
    tenant_name VARCHAR(64),
@@ -534,11 +542,16 @@ CREATE TABLE IF NOT EXISTS dim_member_card_account_Ex (
    goodsCategoryId TEXT,
    pdAssisnatLevel TEXT,
    cxAssisnatLevel TEXT,
+    able_share_member_discount BOOLEAN,
+    electricity_deduct_radio NUMERIC(18,4),
+    electricity_discount NUMERIC(18,4),
+    electricity_card_deduct BOOLEAN,
+    recharge_freeze_balance NUMERIC(18,2),
    SCD2_start_time     TIMESTAMPTZ,
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (member_card_id)
+    PRIMARY KEY (member_card_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_member_card_account_ex IS 'DWD 维度表（扩展字段表）：dim_member_card_account_ex。ODS 来源表：billiards_ods.member_stored_value_cards（对应 JSON：member_stored_value_cards.json；分析：member_stored_value_cards-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -615,11 +628,12 @@ CREATE TABLE IF NOT EXISTS dim_tenant_goods (
    create_time TIMESTAMPTZ,
    update_time TIMESTAMPTZ,
    is_delete INTEGER,
+    not_sale INTEGER,
    SCD2_start_time     TIMESTAMPTZ,
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (tenant_goods_id)
+    PRIMARY KEY (tenant_goods_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_tenant_goods IS 'DWD 维度表：dim_tenant_goods。ODS 来源表：billiards_ods.tenant_goods_master（对应 JSON：tenant_goods_master.json；分析：tenant_goods_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -643,7 +657,7 @@ COMMENT ON COLUMN billiards_dwd.dim_tenant_goods.scd2_is_current IS '【说明
 COMMENT ON COLUMN billiards_dwd.dim_tenant_goods.scd2_version IS '【说明】SCD2 版本号（自增），用于与时间段一起避免版本重叠。     【示例】1（SCD2 版本号（自增），用于与时间段一起避免版本重叠）。     【ODS来源】tenant_goods_master - 无（DWD慢变元数据）。     【JSON字段】无 - DWD慢变元数据 - 无。';


-CREATE TABLE IF NOT EXISTS dim_tenant_goods_Ex (
+CREATE TABLE IF NOT EXISTS dim_tenant_goods_ex (
    tenant_goods_id BIGINT,
    remark_name VARCHAR(128),
    pinyin_initial VARCHAR(128),
@@ -666,7 +680,7 @@ CREATE TABLE IF NOT EXISTS dim_tenant_goods_Ex (
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (tenant_goods_id)
+    PRIMARY KEY (tenant_goods_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_tenant_goods_ex IS 'DWD 维度表（扩展字段表）：dim_tenant_goods_ex。ODS 来源表：billiards_ods.tenant_goods_master（对应 JSON：tenant_goods_master.json；分析：tenant_goods_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -715,11 +729,13 @@ CREATE TABLE IF NOT EXISTS dim_store_goods (
    enable_status INTEGER,
    send_state INTEGER,
    is_delete INTEGER,
+    commodity_code TEXT,
+    not_sale INTEGER,
    SCD2_start_time     TIMESTAMPTZ,
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (site_goods_id)
+    PRIMARY KEY (site_goods_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_store_goods IS 'DWD 维度表：dim_store_goods。ODS 来源表：billiards_ods.store_goods_master（对应 JSON：store_goods_master.json；分析：store_goods_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -749,7 +765,7 @@ COMMENT ON COLUMN billiards_dwd.dim_store_goods.scd2_is_current IS '【说明】
 COMMENT ON COLUMN billiards_dwd.dim_store_goods.scd2_version IS '【说明】SCD2 版本号（自增），用于与时间段一起避免版本重叠。     【示例】1（SCD2 版本号（自增），用于与时间段一起避免版本重叠）。     【ODS来源】store_goods_master - 无（DWD慢变元数据）。     【JSON字段】无 - DWD慢变元数据 - 无。';


-CREATE TABLE IF NOT EXISTS dim_store_goods_Ex (
+CREATE TABLE IF NOT EXISTS dim_store_goods_ex (
    site_goods_id BIGINT,
    site_name TEXT,
    unit TEXT,
@@ -780,7 +796,7 @@ CREATE TABLE IF NOT EXISTS dim_store_goods_Ex (
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (site_goods_id)
+    PRIMARY KEY (site_goods_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_store_goods_ex IS 'DWD 维度表（扩展字段表）：dim_store_goods_ex。ODS 来源表：billiards_ods.store_goods_master（对应 JSON：store_goods_master.json；分析：store_goods_master-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -833,7 +849,7 @@ CREATE TABLE IF NOT EXISTS dim_goods_category (
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (category_id)
+    PRIMARY KEY (category_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_goods_category IS 'DWD 维度表：dim_goods_category。ODS 来源表：billiards_ods.stock_goods_category_tree（对应 JSON：stock_goods_category_tree.json；分析：stock_goods_category_tree-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -872,11 +888,13 @@ CREATE TABLE IF NOT EXISTS dim_groupbuy_package (
    create_time TIMESTAMPTZ,
    tenant_table_area_id_list VARCHAR(512),
    card_type_ids VARCHAR(255),
+    sort INTEGER,
+    is_first_limit BOOLEAN,
    SCD2_start_time     TIMESTAMPTZ,
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (groupbuy_package_id)
+    PRIMARY KEY (groupbuy_package_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_groupbuy_package IS 'DWD 维度表：dim_groupbuy_package。ODS 来源表：billiards_ods.group_buy_packages（对应 JSON：group_buy_packages.json；分析：group_buy_packages-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -902,7 +920,7 @@ COMMENT ON COLUMN billiards_dwd.dim_groupbuy_package.scd2_is_current IS '【说
 COMMENT ON COLUMN billiards_dwd.dim_groupbuy_package.scd2_version IS '【说明】SCD2 版本号（自增），用于与时间段一起避免版本重叠。     【示例】1（SCD2 版本号（自增），用于与时间段一起避免版本重叠）。     【ODS来源】group_buy_packages - 无（DWD慢变元数据）。     【JSON字段】无 - DWD慢变元数据 - 无。';


-CREATE TABLE IF NOT EXISTS dim_groupbuy_package_Ex (
+CREATE TABLE IF NOT EXISTS dim_groupbuy_package_ex (
    groupbuy_package_id BIGINT,
    site_name VARCHAR(100),
    usable_count INTEGER,
@@ -923,11 +941,12 @@ CREATE TABLE IF NOT EXISTS dim_groupbuy_package_Ex (
    effective_status INTEGER,
    max_selectable_categories INTEGER,
    creator_name VARCHAR(100),
+    tenant_coupon_sale_order_item_id BIGINT,
    SCD2_start_time     TIMESTAMPTZ,
    SCD2_end_time       TIMESTAMPTZ,
    SCD2_is_current     INT,
    SCD2_version        INT,
-    PRIMARY KEY (groupbuy_package_id)
+    PRIMARY KEY (groupbuy_package_id, scd2_start_time)
 );

 COMMENT ON TABLE billiards_dwd.dim_groupbuy_package_ex IS 'DWD 维度表（扩展字段表）：dim_groupbuy_package_ex。ODS 来源表：billiards_ods.group_buy_packages（对应 JSON：group_buy_packages.json；分析：group_buy_packages-Analysis.md）。装载/清洗逻辑参考：etl_billiards/tasks/dwd_load_task.py（DwdLoadTask）。';
@@ -990,6 +1009,11 @@ CREATE TABLE IF NOT EXISTS dwd_settlement_head (
    coupon_amount NUMERIC(18,2),
    rounding_amount NUMERIC(18,2),
    point_amount NUMERIC(18,2),
+    electricity_money NUMERIC(18,2),
+    real_electricity_money NUMERIC(18,2),
+    electricity_adjust_money NUMERIC(18,2),
+    pl_coupon_sale_amount NUMERIC(18,2),
+    mervou_sales_amount NUMERIC(18,2),
    PRIMARY KEY (order_settle_id)
 );

@@ -1028,7 +1052,7 @@ COMMENT ON COLUMN billiards_dwd.dwd_settlement_head.rounding_amount IS '【说
 COMMENT ON COLUMN billiards_dwd.dwd_settlement_head.point_amount IS '【说明】金额字段，用于计费/结算/核算等金额计算。     【示例】NULL（金额字段，用于计费/结算/核算等金额计算）。     【ODS来源】settlement_records - pointamount。     【JSON字段】settlement_records.json - $ - pointamount。';


-CREATE TABLE IF NOT EXISTS dwd_settlement_head_Ex (
+CREATE TABLE IF NOT EXISTS dwd_settlement_head_ex (
    order_settle_id BIGINT,
    serial_number INTEGER,
    settle_status INTEGER,
@@ -1059,6 +1083,7 @@ CREATE TABLE IF NOT EXISTS dwd_settlement_head_Ex (
    order_remark VARCHAR(255),
    operator_id BIGINT,
    salesman_user_id BIGINT,
+    settle_list JSONB,
    PRIMARY KEY (order_settle_id)
 );

@@ -1123,6 +1148,8 @@ CREATE TABLE IF NOT EXISTS dwd_table_fee_log (
    ledger_status INTEGER,
    is_single_order INTEGER,
    is_delete INTEGER,
+    activity_discount_amount NUMERIC(18,2),
+    real_service_money NUMERIC(18,2),
    PRIMARY KEY (table_fee_log_id)
 );

@@ -1156,7 +1183,7 @@ COMMENT ON COLUMN billiards_dwd.dwd_table_fee_log.is_single_order IS '【说明
 COMMENT ON COLUMN billiards_dwd.dwd_table_fee_log.is_delete IS '【说明】布尔/开关字段，用于表示是否/可用性等业务开关。     【示例】0（布尔/开关字段，用于表示是否/可用性等业务开关）。     【ODS来源】table_fee_transactions - is_delete。     【JSON字段】table_fee_transactions.json - data.siteTableUseDetailsList - is_delete。';


-CREATE TABLE IF NOT EXISTS dwd_table_fee_log_Ex (
+CREATE TABLE IF NOT EXISTS dwd_table_fee_log_ex (
    table_fee_log_id BIGINT,
    operator_name VARCHAR(64),
    salesman_name VARCHAR(64),
@@ -1169,6 +1196,7 @@ CREATE TABLE IF NOT EXISTS dwd_table_fee_log_Ex (
    operator_id BIGINT,
    salesman_user_id BIGINT,
    salesman_org_id BIGINT,
+    order_consumption_type INTEGER,
    PRIMARY KEY (table_fee_log_id)
 );

@@ -1201,6 +1229,9 @@ CREATE TABLE IF NOT EXISTS dwd_table_fee_adjust (
    ledger_status INTEGER,
    is_delete INTEGER,
    adjust_time TIMESTAMPTZ,
+    table_name TEXT,
+    table_price NUMERIC(18,2),
+    charge_free BOOLEAN,
    PRIMARY KEY (table_fee_adjust_id)
 );

@@ -1220,7 +1251,7 @@ COMMENT ON COLUMN billiards_dwd.dwd_table_fee_adjust.is_delete IS '【说明】
 COMMENT ON COLUMN billiards_dwd.dwd_table_fee_adjust.adjust_time IS '【说明】时间/日期字段，用于记录业务时间与统计口径对齐。     【示例】2025-11-09 23:25:11（时间/日期字段，用于记录业务时间与统计口径对齐）。     【ODS来源】table_fee_discount_records - create_time。     【JSON字段】table_fee_discount_records.json - data.taiFeeAdjustInfos - create_time。';


-CREATE TABLE IF NOT EXISTS dwd_table_fee_adjust_Ex (
+CREATE TABLE IF NOT EXISTS dwd_table_fee_adjust_ex (
    table_fee_adjust_id BIGINT,
    adjust_type INTEGER,
    ledger_count INTEGER,
@@ -1229,6 +1260,11 @@ CREATE TABLE IF NOT EXISTS dwd_table_fee_adjust_Ex (
    operator_name VARCHAR(64),
    applicant_id BIGINT,
    operator_id BIGINT,
+    area_type_id BIGINT,
+    site_table_area_id BIGINT,
+    site_table_area_name TEXT,
+    site_name TEXT,
+    tenant_name TEXT,
    PRIMARY KEY (table_fee_adjust_id)
 );

@@ -1267,6 +1303,7 @@ CREATE TABLE IF NOT EXISTS dwd_store_goods_sale (
    ledger_status INTEGER,
    is_delete INTEGER,
    create_time TIMESTAMPTZ,
+    coupon_share_money NUMERIC(18,2),
    PRIMARY KEY (store_goods_sale_id)
 );

@@ -1296,7 +1333,7 @@ COMMENT ON COLUMN billiards_dwd.dwd_store_goods_sale.is_delete IS '【说明】
 COMMENT ON COLUMN billiards_dwd.dwd_store_goods_sale.create_time IS '【说明】时间/日期字段，用于记录业务时间与统计口径对齐。     【示例】2025-11-09 23:35:57（时间/日期字段，用于记录业务时间与统计口径对齐）。     【ODS来源】store_goods_sales_records - create_time。     【JSON字段】store_goods_sales_records.json - data.orderGoodsLedgers - create_time。';


-CREATE TABLE IF NOT EXISTS dwd_store_goods_sale_Ex (
+CREATE TABLE IF NOT EXISTS dwd_store_goods_sale_ex (
    store_goods_sale_id BIGINT,
    legacy_order_goods_id BIGINT,
    site_name TEXT,
@@ -1392,6 +1429,7 @@ CREATE TABLE IF NOT EXISTS dwd_assistant_service_log (
    start_use_time TIMESTAMPTZ,
    last_use_time TIMESTAMPTZ,
    is_delete INTEGER,
+    real_service_money NUMERIC(18,2),
    PRIMARY KEY (assistant_service_id)
 );

@@ -1430,7 +1468,7 @@ COMMENT ON COLUMN billiards_dwd.dwd_assistant_service_log.last_use_time IS '【
 COMMENT ON COLUMN billiards_dwd.dwd_assistant_service_log.is_delete IS '【说明】布尔/开关字段，用于表示是否/可用性等业务开关。     【示例】0（布尔/开关字段，用于表示是否/可用性等业务开关）。     【ODS来源】assistant_service_records - is_delete。     【JSON字段】assistant_service_records.json - data.orderAssistantDetails - is_delete。';


-CREATE TABLE IF NOT EXISTS dwd_assistant_service_log_Ex (
+CREATE TABLE IF NOT EXISTS dwd_assistant_service_log_ex (
    assistant_service_id BIGINT,
    table_name VARCHAR(64),
    assistant_name VARCHAR(64),
@@ -1461,6 +1499,7 @@ CREATE TABLE IF NOT EXISTS dwd_assistant_service_log_Ex (
    get_grade_times INTEGER,
    grade_status INTEGER,
    composite_grade_time TIMESTAMPTZ,
+    assistant_team_name TEXT,
    PRIMARY KEY (assistant_service_id)
 );

@@ -1508,6 +1547,7 @@ CREATE TABLE IF NOT EXISTS dwd_assistant_trash_event (
    abolish_amount NUMERIC(18,2),
    trash_reason VARCHAR(255),
    create_time TIMESTAMPTZ,
+    tenant_id BIGINT,
    PRIMARY KEY (assistant_trash_event_id)
 );

@@ -1524,7 +1564,7 @@ COMMENT ON COLUMN billiards_dwd.dwd_assistant_trash_event.trash_reason IS '【
 COMMENT ON COLUMN billiards_dwd.dwd_assistant_trash_event.create_time IS '【说明】时间/日期字段，用于记录业务时间与统计口径对齐。     【示例】2025-11-09 19:23:29（时间/日期字段，用于记录业务时间与统计口径对齐）。     【ODS来源】assistant_cancellation_records - createTime。     【JSON字段】assistant_cancellation_records.json - data.abolitionAssistants - createTime。';


-CREATE TABLE IF NOT EXISTS dwd_assistant_trash_event_Ex (
+CREATE TABLE IF NOT EXISTS dwd_assistant_trash_event_ex (
    assistant_trash_event_id BIGINT,
    table_name VARCHAR(64),
    table_area_name VARCHAR(64),
@@ -1557,6 +1597,8 @@ CREATE TABLE IF NOT EXISTS dwd_member_balance_change (
    change_time TIMESTAMPTZ,
    is_delete INTEGER,
    remark VARCHAR(255),
+    principal_before NUMERIC(18,2),
+    principal_after NUMERIC(18,2),
    PRIMARY KEY (balance_change_id)
 );

@@ -1582,13 +1624,14 @@ COMMENT ON COLUMN billiards_dwd.dwd_member_balance_change.is_delete IS '【说
 COMMENT ON COLUMN billiards_dwd.dwd_member_balance_change.remark IS '【说明】明细字段，用于记录事实取值。     【示例】充值退款（明细字段，用于记录事实取值）。     【ODS来源】member_balance_changes - remark。     【JSON字段】member_balance_changes.json - data.tenantMemberCardLogs - remark。';


-CREATE TABLE IF NOT EXISTS dwd_member_balance_change_EX (
+CREATE TABLE IF NOT EXISTS dwd_member_balance_change_ex (
    balance_change_id BIGINT,
    pay_site_name VARCHAR(64),
    register_site_name VARCHAR(64),
    refund_amount NUMERIC(18,2),
    operator_id BIGINT,
    operator_name VARCHAR(64),
+    principal_data TEXT,
    PRIMARY KEY (balance_change_id)
 );

@@ -1625,6 +1668,8 @@ CREATE TABLE IF NOT EXISTS dwd_groupbuy_redemption (
    is_delete INTEGER,
    ledger_name VARCHAR(128),
    create_time TIMESTAMPTZ,
+    member_discount_money NUMERIC(18,2),
+    coupon_sale_id BIGINT,
    PRIMARY KEY (redemption_id)
 );

@@ -1654,7 +1699,7 @@ COMMENT ON COLUMN billiards_dwd.dwd_groupbuy_redemption.ledger_name IS '【说
 COMMENT ON COLUMN billiards_dwd.dwd_groupbuy_redemption.create_time IS '【说明】时间/日期字段，用于记录业务时间与统计口径对齐。     【示例】2025-11-09 23:35:57（时间/日期字段，用于记录业务时间与统计口径对齐）。     【ODS来源】group_buy_redemption_records - create_time。     【JSON字段】group_buy_redemption_records.json - data.siteTableUseDetailsList - create_time。';


-CREATE TABLE IF NOT EXISTS dwd_groupbuy_redemption_Ex (
+CREATE TABLE IF NOT EXISTS dwd_groupbuy_redemption_ex (
    redemption_id BIGINT,
    site_name VARCHAR(64),
    table_name VARCHAR(64),
@@ -1676,6 +1721,13 @@ CREATE TABLE IF NOT EXISTS dwd_groupbuy_redemption_Ex (
    salesman_role_id BIGINT,
    salesman_org_id BIGINT,
    ledger_group_name VARCHAR(128),
+    table_share_money NUMERIC(18,2),
+    table_service_share_money NUMERIC(18,2),
+    goods_share_money NUMERIC(18,2),
+    good_service_share_money NUMERIC(18,2),
+    assistant_share_money NUMERIC(18,2),
+    assistant_service_share_money NUMERIC(18,2),
+    recharge_share_money NUMERIC(18,2),
    PRIMARY KEY (redemption_id)
 );

@@ -1750,7 +1802,7 @@ COMMENT ON COLUMN billiards_dwd.dwd_platform_coupon_redemption.create_time IS '
 COMMENT ON COLUMN billiards_dwd.dwd_platform_coupon_redemption.consume_time IS '【说明】时间/日期字段，用于记录业务时间与统计口径对齐。     【示例】2025-11-09 23:41:04（时间/日期字段，用于记录业务时间与统计口径对齐）。     【ODS来源】platform_coupon_redemption_records - consume_time。     【JSON字段】platform_coupon_redemption_records.json - $ - consume_time。';


-CREATE TABLE IF NOT EXISTS dwd_platform_coupon_redemption_Ex (
+CREATE TABLE IF NOT EXISTS dwd_platform_coupon_redemption_ex (
    platform_coupon_redemption_id BIGINT,
    coupon_cover VARCHAR(255),
    coupon_remark VARCHAR(255),
@@ -1814,7 +1866,7 @@ COMMENT ON COLUMN billiards_dwd.dwd_recharge_order.create_time IS '【说明】
 COMMENT ON COLUMN billiards_dwd.dwd_recharge_order.pay_time IS '【说明】时间/日期字段，用于记录业务时间与统计口径对齐。     【示例】NULL（时间/日期字段，用于记录业务时间与统计口径对齐）。     【ODS来源】recharge_settlements - paytime。     【JSON字段】recharge_settlements.json - $ - paytime。';


-CREATE TABLE IF NOT EXISTS dwd_recharge_order_Ex (
+CREATE TABLE IF NOT EXISTS dwd_recharge_order_ex (
    recharge_order_id BIGINT,
    site_name_snapshot TEXT,
    settle_status INTEGER,
@@ -1919,6 +1971,7 @@ CREATE TABLE IF NOT EXISTS dwd_payment (
    create_time TIMESTAMPTZ,
    pay_time TIMESTAMPTZ,
    pay_date DATE,
+    tenant_id BIGINT,
    PRIMARY KEY (payment_id)
 );

@@ -1967,7 +2020,7 @@ COMMENT ON COLUMN billiards_dwd.dwd_refund.member_id IS '【说明】标识类 I
 COMMENT ON COLUMN billiards_dwd.dwd_refund.member_card_id IS '【说明】标识类 ID 字段，用于关联/定位相关实体。     【示例】0（标识类 ID 字段，用于关联/定位相关实体）。     【ODS来源】refund_transactions - member_card_id。     【JSON字段】refund_transactions.json - $ - member_card_id。';


-  CREATE TABLE IF NOT EXISTS dwd_refund_Ex (
+  CREATE TABLE IF NOT EXISTS dwd_refund_ex (
      refund_id BIGINT,
      tenant_name VARCHAR(64),
      pay_sn BIGINT,
--- a/etl_billiards/database/schema_dws.sql
+++ b/etl_billiards/database/schema_dws.sql
--- a/etl_billiards/database/seed_dws_config.sql
+++ b/etl_billiards/database/seed_dws_config.sql
@@ -0,0 +1,347 @@
+-- =============================================================================
+-- DWS 配置表初始数据
+-- 版本: v3.0
+-- 创建日期: 2026-02-01
+-- 描述: 初始化配置表数据，包含绩效档位、等级定价、奖金规则、区域分类、技能映射
+-- =============================================================================
+
+-- =============================================================================
+-- 1. cfg_performance_tier - 绩效档位配置（6档 + 新入职）
+-- 数据来源：DWS 数据库处理需求.md 第35-41行
+-- 档位原因考虑	总业绩小时数阈值	专业课抽成（元/小时）	打赏课抽成	次月休假（天）
+-- 0档 淘汰压力	H <100	28	50% 	3
+-- 1档 及格档（重点激励）	100≤ H <130	18	40%	4
+-- 2档 良好档（重点激励）	130≤ H <160	15	38%	4
+-- 3档 优秀档	160≤ H <190	13	35%	5
+-- 4档 卓越加速档（高端人才倾斜）	190≤ H <220	10	33%	6
+-- 5档 冠军加速档（高端人才倾斜）	H ≥220	8	30%	休假自由
+-- =============================================================================
+TRUNCATE TABLE billiards_dws.cfg_performance_tier RESTART IDENTITY CASCADE;
+
+INSERT INTO billiards_dws.cfg_performance_tier (
+    tier_code, tier_name, tier_level, 
+    min_hours, max_hours, 
+    base_deduction, bonus_deduction_ratio, vacation_days, vacation_unlimited,
+    is_new_hire_tier, effective_from, effective_to, description
+) VALUES
+-- 0档 淘汰压力: H<100, 专业课抽成28元/小时, 打赏课抽成50%, 休假3天
+('T0', '0档-淘汰压力', 0, 
+ 0, 100, 
+ 28.00, 0.50, 3, FALSE,
+ FALSE, '2000-01-01', '9999-12-31', 
+ '淘汰压力档：H<100，专业课抽成28元/小时，打赏课抽成50%，休假3天'),
+
+-- 1档 及格档: 100≤H<130, 专业课抽成18元/小时, 打赏课抽成40%, 休假4天
+('T1', '1档-及格档', 1, 
+ 100, 130, 
+ 18.00, 0.40, 4, FALSE,
+ FALSE, '2000-01-01', '9999-12-31', 
+ '及格档（重点激励）：100≤H<130，专业课抽成18元/小时，打赏课抽成40%，休假4天'),
+
+-- 2档 良好档: 130≤H<160, 专业课抽成15元/小时, 打赏课抽成38%, 休假4天
+('T2', '2档-良好档', 2, 
+ 130, 160, 
+ 15.00, 0.38, 4, FALSE,
+ FALSE, '2000-01-01', '9999-12-31', 
+ '良好档（重点激励）：130≤H<160，专业课抽成15元/小时，打赏课抽成38%，休假4天'),
+
+-- 3档 优秀档: 160≤H<190, 专业课抽成13元/小时, 打赏课抽成35%, 休假5天
+('T3', '3档-优秀档', 3, 
+ 160, 190, 
+ 13.00, 0.35, 5, FALSE,
+ FALSE, '2000-01-01', '9999-12-31', 
+ '优秀档：160≤H<190，专业课抽成13元/小时，打赏课抽成35%，休假5天'),
+
+-- 4档 卓越加速档: 190≤H<220, 专业课抽成10元/小时, 打赏课抽成33%, 休假6天
+('T4', '4档-卓越加速档', 4, 
+ 190, 220, 
+ 10.00, 0.33, 6, FALSE,
+ FALSE, '2000-01-01', '9999-12-31', 
+ '卓越加速档（高端人才倾斜）：190≤H<220，专业课抽成10元/小时，打赏课抽成33%，休假6天'),
+
+-- 5档 冠军加速档: H≥220, 专业课抽成8元/小时, 打赏课抽成30%, 休假自由
+('T5', '5档-冠军加速档', 5, 
+ 220, NULL, 
+ 8.00, 0.30, 0, TRUE,
+ FALSE, '2000-01-01', '9999-12-31', 
+ '冠军加速档（高端人才倾斜）：H≥220，专业课抽成8元/小时，打赏课抽成30%，休假自由'),
+
+-- 新入职档位: 首月特殊处理（按1档标准，但不参与排名）
+('NEW', '新入职档位', -1, 
+ 0, NULL, 
+ 18.00, 0.40, 4, FALSE,
+ TRUE, '2000-01-01', '9999-12-31', 
+ '新入职：月1日0点后入职者首月使用，按1档抽成标准，不参与排名奖金');
+
+
+-- =============================================================================
+-- 2. cfg_assistant_level_price - 助教等级定价
+-- 说明:
+--   - level_code 来自 dim_assistant.assistant_level
+--   - 8=助教管理, 10=初级, 20=中级, 30=高级, 40=星级
+--   - 价格为客户支付价格（对外价格），助教收入=客户支付-档位抽成
+--   - 数据来源：DWS 数据库处理需求.md
+-- =============================================================================
+TRUNCATE TABLE billiards_dws.cfg_assistant_level_price RESTART IDENTITY CASCADE;
+
+INSERT INTO billiards_dws.cfg_assistant_level_price (
+    level_code, level_name, 
+    base_course_price, bonus_course_price,
+    effective_from, effective_to, description
+) VALUES
+-- 初级助教：基础课对客户收费98元/小时
+(10, '初级', 
+ 98.00, 190.00,
+ '2000-01-01', '9999-12-31', 
+ '初级助教：基础课98元/时，附加课190元/时（客户支付价格）'),
+
+-- 中级助教：基础课对客户收费108元/小时
+(20, '中级', 
+ 108.00, 190.00,
+ '2000-01-01', '9999-12-31', 
+ '中级助教：基础课108元/时，附加课190元/时（客户支付价格）'),
+
+-- 高级助教：基础课对客户收费118元/小时
+(30, '高级', 
+ 118.00, 190.00,
+ '2000-01-01', '9999-12-31', 
+ '高级助教：基础课118元/时，附加课190元/时（客户支付价格）'),
+
+-- 星级助教：基础课对客户收费138元/小时
+(40, '星级', 
+ 138.00, 190.00,
+ '2000-01-01', '9999-12-31', 
+ '星级助教：基础课138元/时，附加课190元/时（客户支付价格）'),
+
+-- 助教管理：level_code=8，通常不参与客户服务计费，此处设置默认值
+(8, '助教管理', 
+ 98.00, 190.00,
+ '2000-01-01', '9999-12-31', 
+ '助教管理：不参与客户服务计费，默认按初级价格');
+
+
+-- =============================================================================
+-- 3. cfg_bonus_rules - 奖金规则配置
+-- 说明:
+--   - SPRINT: 冲刺奖金，按业绩小时数阈值，不累计取最高档
+--   - TOP_RANK: Top3排名奖金，按有效业绩排名，并列都算
+-- =============================================================================
+TRUNCATE TABLE billiards_dws.cfg_bonus_rules RESTART IDENTITY CASCADE;
+
+INSERT INTO billiards_dws.cfg_bonus_rules (
+    rule_type, rule_code, rule_name,
+    threshold_hours, rank_position, bonus_amount,
+    is_cumulative, priority,
+    effective_from, effective_to, description
+) VALUES
+-- 冲刺奖金: H>=190 得300元
+('SPRINT', 'SPRINT_190', '冲刺奖金190',
+ 190.00, NULL, 300.00,
+ FALSE, 1,
+ '2000-01-01', '9999-12-31', 
+ '业绩≥190小时，获得300元冲刺奖金（不累计）'),
+
+-- 冲刺奖金: H>=220 得800元（优先级更高，覆盖190档）
+('SPRINT', 'SPRINT_220', '冲刺奖金220',
+ 220.00, NULL, 800.00,
+ FALSE, 2,
+ '2000-01-01', '9999-12-31', 
+ '业绩≥220小时，获得800元冲刺奖金（覆盖190档）'),
+
+-- Top1排名奖金: 1000元
+('TOP_RANK', 'TOP_1', 'Top1排名奖金',
+ NULL, 1, 1000.00,
+ FALSE, 0,
+ '2000-01-01', '9999-12-31', 
+ '月度排名第一，获得1000元（并列都算）'),
+
+-- Top2排名奖金: 600元
+('TOP_RANK', 'TOP_2', 'Top2排名奖金',
+ NULL, 2, 600.00,
+ FALSE, 0,
+ '2000-01-01', '9999-12-31', 
+ '月度排名第二，获得600元（并列都算）'),
+
+-- Top3排名奖金: 400元
+('TOP_RANK', 'TOP_3', 'Top3排名奖金',
+ NULL, 3, 400.00,
+ FALSE, 0,
+ '2000-01-01', '9999-12-31', 
+ '月度排名第三，获得400元（并列都算）');
+
+
+-- =============================================================================
+-- 4. cfg_area_category - 台区分类映射
+-- 说明:
+--   - 将 dim_table.site_table_area_name 映射到财务报表区域分类
+--   - 映射规则: 精确匹配 > 模糊匹配 > 默认兜底
+--   - 数据来源: BD_manual_dim_table.md 中的 site_table_area_name 实际分布
+-- 分类设计:
+--   - BILLIARD: 台球散台（A区/B区/C区/TV台）
+--   - BILLIARD_VIP: 台球VIP包厢
+--   - SNOOKER: 斯诺克区
+--   - MAHJONG: 麻将区
+--   - KTV: K歌/KTV
+--   - SPECIAL: 特殊（补时长等）
+--   - OTHER: 其他
+-- =============================================================================
+TRUNCATE TABLE billiards_dws.cfg_area_category RESTART IDENTITY CASCADE;
+
+INSERT INTO billiards_dws.cfg_area_category (
+    source_area_name, category_code, category_name,
+    match_type, match_priority, is_active, description
+) VALUES
+-- ============ 台球散台区（精确匹配）============
+('A区', 'BILLIARD', '台球散台',
+ 'EXACT', 10, TRUE, '台球散台：A区（18台）- 中八/追分'),
+('B区', 'BILLIARD', '台球散台',
+ 'EXACT', 10, TRUE, '台球散台：B区（15台）- 中八/追分'),
+('C区', 'BILLIARD', '台球散台',
+ 'EXACT', 10, TRUE, '台球散台：C区（6台）- 中八/追分'),
+('TV台', 'BILLIARD', '台球散台',
+ 'EXACT', 10, TRUE, '台球散台：TV台（1台）- 中八/追分'),
+
+-- ============ 台球VIP包厢（精确匹配）============
+('VIP包厢', 'BILLIARD_VIP', '台球VIP',
+ 'EXACT', 10, TRUE, '台球VIP：VIP包厢（4台）- V1-V4中八, V5斯诺克'),
+
+-- ============ 斯诺克区（精确匹配）============
+('斯诺克区', 'SNOOKER', '斯诺克',
+ 'EXACT', 10, TRUE, '斯诺克：斯诺克区（4台）'),
+
+-- ============ 麻将区（精确匹配）============
+('麻将房', 'MAHJONG', '麻将棋牌',
+ 'EXACT', 10, TRUE, '麻将棋牌：麻将房（5台）'),
+('M7', 'MAHJONG', '麻将棋牌',
+ 'EXACT', 10, TRUE, '麻将棋牌：M7（2台）'),
+('M8', 'MAHJONG', '麻将棋牌',
+ 'EXACT', 10, TRUE, '麻将棋牌：M8（1台）'),
+('666', 'MAHJONG', '麻将棋牌',
+ 'EXACT', 10, TRUE, '麻将棋牌：666（2台）'),
+('发财', 'MAHJONG', '麻将棋牌',
+ 'EXACT', 10, TRUE, '麻将棋牌：发财（1台）'),
+
+-- ============ KTV/K包（精确匹配）============
+('K包', 'KTV', 'K歌娱乐',
+ 'EXACT', 10, TRUE, 'K歌娱乐：K包（4台）'),
+('k包活动区', 'KTV', 'K歌娱乐',
+ 'EXACT', 10, TRUE, 'K歌娱乐：k包活动区（2台）'),
+('幸会158', 'KTV', 'K歌娱乐',
+ 'EXACT', 10, TRUE, 'K歌娱乐：幸会158（2台）'),
+
+-- ============ 特殊区域（精确匹配）============
+('补时长', 'SPECIAL', '补时长',
+ 'EXACT', 10, TRUE, '特殊：补时长（7台）- 用于时长补录'),
+
+-- ============ 模糊匹配规则（优先级较低）============
+('%VIP%', 'BILLIARD_VIP', '台球VIP',
+ 'LIKE', 50, TRUE, '模糊匹配：包含"VIP"的区域'),
+('%斯诺克%', 'SNOOKER', '斯诺克',
+ 'LIKE', 50, TRUE, '模糊匹配：包含"斯诺克"的区域'),
+('%麻将%', 'MAHJONG', '麻将棋牌',
+ 'LIKE', 50, TRUE, '模糊匹配：包含"麻将"的区域'),
+('%K包%', 'KTV', 'K歌娱乐',
+ 'LIKE', 50, TRUE, '模糊匹配：包含"K包"的区域'),
+('%KTV%', 'KTV', 'K歌娱乐',
+ 'LIKE', 50, TRUE, '模糊匹配：包含"KTV"的区域'),
+
+-- ============ 默认兜底（优先级最低）============
+('DEFAULT', 'OTHER', '其他',
+ 'DEFAULT', 999, TRUE, '兜底规则：无法匹配的区域归入其他');
+
+
+-- =============================================================================
+-- 5. cfg_skill_type - 技能→课程类型映射
+-- 说明:
+--   - 将 skill_id 映射到课程类型
+--   - 基础课/陪打: skill_id = 2791903611396869
+--   - 附加课/超休: skill_id = 2807440316432197
+--   - 避免依赖 skill_name 文本匹配
+-- =============================================================================
+TRUNCATE TABLE billiards_dws.cfg_skill_type RESTART IDENTITY CASCADE;
+
+INSERT INTO billiards_dws.cfg_skill_type (
+    skill_id, skill_name, 
+    course_type_code, course_type_name,
+    is_active, description
+) VALUES
+-- 基础课/陪打
+(2791903611396869, '台球基础陪打',
+ 'BASE', '基础课',
+ TRUE, '基础课：陪打服务，按助教等级计价'),
+
+-- 附加课/超休
+(2807440316432197, '台球超休服务',
+ 'BONUS', '附加课',
+ TRUE, '附加课：超休/激励课，固定50元/小时'),
+
+-- 包厢课（如有）
+(2807440316432198, '包厢服务',
+ 'BASE', '基础课',
+ TRUE, '包厢服务：归入基础课统计');
+
+
+-- =============================================================================
+-- 6. 优惠类型配置（用于财务优惠明细分析）
+-- 说明: 定义各类优惠的代码和名称，便于后续分析
+-- =============================================================================
+-- 此配置作为代码常量使用，不单独建表
+-- GROUPBUY - 团购优惠
+-- VIP - 会员折扣
+-- GIFT_CARD - 赠送卡抵扣
+-- MANUAL - 手动调整
+-- ROUNDING - 抹零
+-- BIG_CUSTOMER - 大客户优惠（待抽样分析确认）
+-- OTHER - 其他优惠
+
+
+-- =============================================================================
+-- 7. 支出类型配置（用于Excel导入）
+-- 说明: 定义各类支出的代码和名称
+-- =============================================================================
+-- 此配置作为代码常量使用，不单独建表
+-- RENT - 房租
+-- UTILITY - 水电费
+-- PROPERTY - 物业费
+-- SALARY - 工资
+-- REIMBURSE - 报销
+-- PLATFORM_FEE - 平台服务费
+-- OTHER - 其他支出
+
+
+-- =============================================================================
+-- 8. 平台类型配置（用于Excel导入）
+-- 说明: 定义各平台的代码和名称
+-- =============================================================================
+-- 此配置作为代码常量使用，不单独建表
+-- MEITUAN - 美团
+-- DOUYIN - 抖音
+-- DIANPING - 大众点评
+-- OTHER - 其他平台
+
+
+-- =============================================================================
+-- 验证数据插入
+-- =============================================================================
+DO $$
+DECLARE
+    v_tier_count INTEGER;
+    v_price_count INTEGER;
+    v_bonus_count INTEGER;
+    v_area_count INTEGER;
+    v_skill_count INTEGER;
+BEGIN
+    SELECT COUNT(*) INTO v_tier_count FROM billiards_dws.cfg_performance_tier;
+    SELECT COUNT(*) INTO v_price_count FROM billiards_dws.cfg_assistant_level_price;
+    SELECT COUNT(*) INTO v_bonus_count FROM billiards_dws.cfg_bonus_rules;
+    SELECT COUNT(*) INTO v_area_count FROM billiards_dws.cfg_area_category;
+    SELECT COUNT(*) INTO v_skill_count FROM billiards_dws.cfg_skill_type;
+    
+    RAISE NOTICE '配置数据初始化完成:';
+    RAISE NOTICE '  - cfg_performance_tier: % 条', v_tier_count;
+    RAISE NOTICE '  - cfg_assistant_level_price: % 条', v_price_count;
+    RAISE NOTICE '  - cfg_bonus_rules: % 条', v_bonus_count;
+    RAISE NOTICE '  - cfg_area_category: % 条', v_area_count;
+    RAISE NOTICE '  - cfg_skill_type: % 条', v_skill_count;
+END;
+$$;
--- a/etl_billiards/database/seed_index_parameters.sql
+++ b/etl_billiards/database/seed_index_parameters.sql
@@ -0,0 +1,118 @@
+-- =============================================================================
+-- 指数算法参数初始化脚本
+-- 版本: v1.0
+-- 创建日期: 2026-02-03
+-- 描述: 为客户召回指数和客户-助教亲密指数插入默认参数
+-- =============================================================================
+
+-- 清空旧数据（如果需要重新初始化）
+-- DELETE FROM billiards_dws.cfg_index_parameters WHERE index_type IN ('RECALL', 'INTIMACY');
+
+-- =============================================================================
+-- 客户召回指数（RECALL）参数
+-- =============================================================================
+
+INSERT INTO billiards_dws.cfg_index_parameters 
+    (index_type, param_name, param_value, description, effective_from)
+VALUES
+    -- 基础参数
+    ('RECALL', 'lookback_days', 60, '回溯窗口（天）：分析近60天的数据', CURRENT_DATE),
+    ('RECALL', 'sigma_min', 2.0, '波动下限（天）：避免σ过小导致超期过敏', CURRENT_DATE),
+    
+    -- 半衰期参数
+    ('RECALL', 'halflife_new', 7, '新客户半衰期（天）：7天后新客户加分衰减到一半', CURRENT_DATE),
+    ('RECALL', 'halflife_recharge', 10, '刚充值半衰期（天）：10天后充值加分衰减到一半', CURRENT_DATE),
+    
+    -- 权重参数
+    ('RECALL', 'weight_overdue', 3.0, '超期紧急性权重：主导因子，建议3.0', CURRENT_DATE),
+    ('RECALL', 'weight_new', 1.0, '新客户权重：建议1.0', CURRENT_DATE),
+    ('RECALL', 'weight_recharge', 1.0, '刚充值权重：建议1.0', CURRENT_DATE),
+    ('RECALL', 'weight_hot', 1.0, '热度断档权重：建议1.0', CURRENT_DATE),
+    
+    -- 映射参数
+    ('RECALL', 'percentile_lower', 5, '下锚分位数：5分位', CURRENT_DATE),
+    ('RECALL', 'percentile_upper', 95, '上锚分位数：95分位', CURRENT_DATE),
+    ('RECALL', 'ewma_alpha', 0.2, 'EWMA平滑系数：越小越平滑，建议0.2', CURRENT_DATE)
+ON CONFLICT (index_type, param_name, effective_from) DO UPDATE SET
+    param_value = EXCLUDED.param_value,
+    description = EXCLUDED.description,
+    updated_at = NOW();
+
+
+-- =============================================================================
+-- 客户-助教亲密指数（INTIMACY）参数
+-- =============================================================================
+
+INSERT INTO billiards_dws.cfg_index_parameters 
+    (index_type, param_name, param_value, description, effective_from)
+VALUES
+    -- 基础参数
+    ('INTIMACY', 'lookback_days', 60, '回溯窗口（天）：分析近60天的数据', CURRENT_DATE),
+    ('INTIMACY', 'session_merge_hours', 4, '会话合并间隔（小时）：4小时内的服务算同次', CURRENT_DATE),
+    ('INTIMACY', 'recharge_attribute_hours', 1, '充值归因窗口（小时）：服务结束后1小时内', CURRENT_DATE),
+    ('INTIMACY', 'amount_base', 500, '金额压缩基准（元）：选门店常见充值档位', CURRENT_DATE),
+    ('INTIMACY', 'incentive_weight', 1.5, '附加课权重倍数：附加课=基础课的1.5倍', CURRENT_DATE),
+    
+    -- 半衰期参数
+    ('INTIMACY', 'halflife_session', 14, '会话衰减半衰期（天）：14天后权重衰减到一半', CURRENT_DATE),
+    ('INTIMACY', 'halflife_last', 10, '最近一次半衰期（天）：10天后温度衰减到一半', CURRENT_DATE),
+    ('INTIMACY', 'halflife_recharge', 21, '充值衰减半衰期（天）：21天后充值贡献衰减到一半', CURRENT_DATE),
+    ('INTIMACY', 'halflife_short', 7, '短期激增检测半衰期（天）：用于Burst检测', CURRENT_DATE),
+    ('INTIMACY', 'halflife_long', 30, '长期激增检测半衰期（天）：用于Burst检测', CURRENT_DATE),
+    
+    -- 权重参数
+    ('INTIMACY', 'weight_frequency', 2.0, '频次权重：建议2.0', CURRENT_DATE),
+    ('INTIMACY', 'weight_recency', 1.5, '最近一次权重：建议1.5', CURRENT_DATE),
+    ('INTIMACY', 'weight_recharge', 2.0, '归因充值权重：建议2.0', CURRENT_DATE),
+    ('INTIMACY', 'weight_duration', 0.5, '时长权重：次要因素，建议0.5', CURRENT_DATE),
+    ('INTIMACY', 'burst_gamma', 0.6, '激增放大系数γ：建议0.6', CURRENT_DATE),
+    
+    -- 映射参数
+    ('INTIMACY', 'percentile_lower', 5, '下锚分位数：5分位', CURRENT_DATE),
+    ('INTIMACY', 'percentile_upper', 95, '上锚分位数：95分位', CURRENT_DATE),
+    ('INTIMACY', 'ewma_alpha', 0.2, 'EWMA平滑系数：越小越平滑，建议0.2', CURRENT_DATE)
+ON CONFLICT (index_type, param_name, effective_from) DO UPDATE SET
+    param_value = EXCLUDED.param_value,
+    description = EXCLUDED.description,
+    updated_at = NOW();
+
+
+-- =============================================================================
+-- 验证
+-- =============================================================================
+
+-- 检查参数数量
+DO $$
+DECLARE
+    recall_count INTEGER;
+    intimacy_count INTEGER;
+BEGIN
+    SELECT COUNT(*) INTO recall_count 
+    FROM billiards_dws.cfg_index_parameters 
+    WHERE index_type = 'RECALL';
+    
+    SELECT COUNT(*) INTO intimacy_count 
+    FROM billiards_dws.cfg_index_parameters 
+    WHERE index_type = 'INTIMACY';
+    
+    RAISE NOTICE '召回指数参数数量: %', recall_count;
+    RAISE NOTICE '亲密指数参数数量: %', intimacy_count;
+    
+    IF recall_count < 10 THEN
+        RAISE WARNING '召回指数参数不完整，期望至少10个';
+    END IF;
+    
+    IF intimacy_count < 15 THEN
+        RAISE WARNING '亲密指数参数不完整，期望至少15个';
+    END IF;
+END $$;
+
+-- 显示所有参数
+SELECT 
+    index_type,
+    param_name,
+    param_value,
+    description,
+    effective_from
+FROM billiards_dws.cfg_index_parameters
+ORDER BY index_type, param_name;
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+++ b/etl_billiards/dist/ETL_Manager/_internal/PySide6/translations/qt_help_uk.qm
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Neo	a3f4d04335	Updata2	2026-02-04 21:39:01 +08:00
Neo	ee773a9b52	确认 1	2026-02-04 21:38:22 +08:00
Neo	15948cbd64	同意	2026-02-04 21:19:34 +08:00
Neo	294c6edbc9	更新数据库文档 20260201-2	2026-02-01 23:42:18 +08:00
Neo	9b2c2c5c78	更新20260201-1	2026-02-01 22:04:15 +08:00
Neo	076f5755ca	数据库数据校验写入等逻辑更新。	2026-02-01 03:46:16 +08:00
Neo	9948000b71	更新1	2026-01-28 20:23:54 +08:00
Neo	4fafc80254	提交	2026-01-28 00:04:30 +08:00
Neo	1a76108209	修复脚本	2026-01-28 00:02:15 +08:00
Neo	c42b516895	同步？	2026-01-28 00:00:22 +08:00
Neo	7e67bc4218	更新	2026-01-27 23:45:36 +08:00
Neo	64a3159f9e	移除依赖	2026-01-27 23:22:21 +08:00
Neo	ba00654ac5	exe 依赖添加	2026-01-27 23:19:54 +08:00