整理项目

README.md

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+# 飞球 ETL 系统（ODS → DWD）
+
+面向门店业务的 ETL：拉取/或离线灌入上游 JSON，先落地 ODS，再清洗装载 DWD（含 SCD2 维度、事实增量），并提供质量校验报表。
+
+## 快速运行（离线示例 JSON）
+1) 环境：Python 3.10+、PostgreSQL；`.env` 关键项：`PG_DSN=postgresql://local-Python:Neo-local-1991125@100.64.0.4:5432/LLZQ-test`，`INGEST_SOURCE_DIR=C:\dev\LLTQ\export\test-json-doc`。  
+2) 安装依赖：  
+   ```bash
+   cd etl_billiards
+   pip install -r requirements.txt
+   ```  
+3) 一键 ODS→DWD→质检：  
+   ```bash
+   python -m etl_billiards.cli.main --tasks INIT_ODS_SCHEMA,INIT_DWD_SCHEMA --pipeline-flow INGEST_ONLY
+   python -m etl_billiards.cli.main --tasks MANUAL_INGEST --pipeline-flow INGEST_ONLY --ingest-source "C:\dev\LLTQ\export\test-json-doc"
+   python -m etl_billiards.cli.main --tasks DWD_LOAD_FROM_ODS --pipeline-flow INGEST_ONLY
+   python -m etl_billiards.cli.main --tasks DWD_QUALITY_CHECK --pipeline-flow INGEST_ONLY
+   # 报表：etl_billiards/reports/dwd_quality_report.json
+   ```
+
+## 目录与文件作用
+- 根目录：`etl_billiards/` 主代码；`requirements.txt` 依赖；`run_etl.sh/.bat` 启动脚本；`.env/.env.example` 配置；`tmp/` 存放草稿/调试/备份。  
+- etl_billiards/ 主线目录  
+  - `config/`：`defaults.py` 默认值，`env_parser.py` 解析 .env，`settings.py` 统一配置加载。  
+  - `api/`：`client.py` HTTP 请求、重试与分页。  
+  - `database/`：`connection.py` 连接封装，`operations.py` 批量 upsert，DDL：`schema_ODS_doc.sql`、`schema_dwd_doc.sql`。  
+  - `tasks/`：业务任务  
+    - `init_schema_task.py`：INIT_ODS_SCHEMA / INIT_DWD_SCHEMA。  
+    - `manual_ingest_task.py`：示例 JSON → ODS。  
+    - `dwd_load_task.py`：ODS → DWD（映射、SCD2/事实增量）。  
+    - 其他任务按需扩展。  
+  - `loaders/`：ODS/DWD/SCD2 Loader 实现。  
+  - `scd/`：`scd2_handler.py` 处理维度 SCD2 历史。  
+  - `quality/`：质量检查器（行数/金额对照）。  
+  - `orchestration/`：`scheduler.py` 调度；`task_registry.py` 任务注册；`run_tracker.py` 运行记录。  
+  - `scripts/`：重建/测试/探活工具。  
+  - `docs/`：`ods_to_dwd_mapping.md` 映射说明，`ods_sample_json.md` 示例 JSON 说明，`dwd_quality_check.md` 质检说明。  
+  - `reports/`：质检输出（如 `dwd_quality_report.json`）。  
+  - `tests/`：单元/集成测试；`utils/`：通用工具。  
+  - `backups/`（若存在）：关键文件备份。
+
+## 业务流程与文件关系
+1) 调度入口：`cli/main.py` 解析 CLI → `orchestration/scheduler.py` 依 `task_registry.py` 创建任务 → 初始化 DB/API/Config 上下文。  
+2) ODS：`init_schema_task.py` 执行 `schema_ODS_doc.sql` 建表；`manual_ingest_task.py` 从 `INGEST_SOURCE_DIR` 读 JSON，批量 upsert ODS。  
+3) DWD：`init_schema_task.py` 执行 `schema_dwd_doc.sql` 建表；`dwd_load_task.py` 依据 `TABLE_MAP/FACT_MAPPINGS` 从 ODS 清洗写入 DWD，维度走 SCD2（`scd/scd2_handler.py`），事实按时间/水位增量。  
+4) 质检：质量任务读取 ODS/DWD，统计行数/金额，输出 `reports/dwd_quality_report.json`。  
+5) 配置：`config/defaults.py` + `.env` + CLI 参数叠加；HTTP（如启用在线）走 `api/client.py`；DB 访问走 `database/connection.py`。  
+6) 文档：`docs/ods_to_dwd_mapping.md` 记录字段映射；`docs/ods_sample_json.md` 描述示例数据结构，便于对照调试。
+
+## 当前状态（2025-12-09）
+- 示例 JSON 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）。  
+- 剩余空值多因源数据为空；补值需先确认上游是否提供。
+
+## 可精简/归档
+- `tmp/`、`tmp/etl_billiards_misc/` 中的草稿、旧备份、调试脚本仅供参考，运行不依赖。  
+- 根级保留必要文件（README、requirements、run_etl.*、.env/.env.example），其余临时文件已移至 tmp。

README_FULL.md

@@ -0,0 +1,216 @@
+# 飞球 ETL 系统（ODS → DWD）— 详细版
+
+> 本文为项目的详细说明，保持与当前代码一致，覆盖 ODS 任务、DWD 装载、质检及开发扩展要点。
+
+---
+
+## 1. 项目概览
+
+面向门店业务的 ETL：从上游 API 或离线 JSON 采集订单、支付、会员、库存等数据，先落地 **ODS**，再清洗装载 **DWD**（含 SCD2 维度、事实增量），并输出质量校验报表。项目采用模块化/分层架构（配置、API、数据库、Loader/SCD、质量、调度、CLI、测试），统一通过 CLI 调度。
+
+---
+
+## 2. 快速开始（离线示例 JSON）
+
+**环境要求**：Python 3.10+；PostgreSQL；`.env` 关键项：  
+- `PG_DSN=postgresql://local-Python:Neo-local-1991125@100.64.0.4:5432/LLZQ-test`  
+- `INGEST_SOURCE_DIR=C:\dev\LLTQ\export\test-json-doc`
+
+**安装依赖**：
+```bash
+cd etl_billiards
+pip install -r requirements.txt
+```
+
+**一键 ODS → DWD → 质检（离线回放）**：
+```bash
+# 初始化 ODS + DWD
+python -m etl_billiards.cli.main --tasks INIT_ODS_SCHEMA,INIT_DWD_SCHEMA --pipeline-flow INGEST_ONLY
+
+# 灌入示例 JSON 到 ODS（可用 .env 的 INGEST_SOURCE_DIR 覆盖）
+python -m etl_billiards.cli.main --tasks MANUAL_INGEST --pipeline-flow INGEST_ONLY --ingest-source "C:\dev\LLTQ\export\test-json-doc"
+
+# 从 ODS 装载 DWD
+python -m etl_billiards.cli.main --tasks DWD_LOAD_FROM_ODS --pipeline-flow INGEST_ONLY
+
+# 质量校验报表
+python -m etl_billiards.cli.main --tasks DWD_QUALITY_CHECK --pipeline-flow INGEST_ONLY
+# 报表输出：etl_billiards/reports/dwd_quality_report.json
+```
+
+> 可按需单独运行：  
+> - 仅建表：`python -m etl_billiards.cli.main --tasks INIT_ODS_SCHEMA`  
+> - 仅 ODS 灌入：`python -m etl_billiards.cli.main --tasks MANUAL_INGEST`  
+> - 仅 DWD 装载：`python -m etl_billiards.cli.main --tasks INIT_DWD_SCHEMA,DWD_LOAD_FROM_ODS`
+
+---
+
+## 3. 配置与路径
+- 示例数据目录：`C:\dev\LLTQ\export\test-json-doc`（可由 `.env` 的 `INGEST_SOURCE_DIR` 覆盖）。  
+- 日志/导出目录：`LOG_ROOT`、`EXPORT_ROOT` 见 `.env`。  
+- 报表：`etl_billiards/reports/dwd_quality_report.json`。  
+- DDL：`etl_billiards/database/schema_ODS_doc.sql`、`etl_billiards/database/schema_dwd_doc.sql`。  
+- 任务注册：`etl_billiards/orchestration/task_registry.py`（默认启用 INIT_ODS_SCHEMA、MANUAL_INGEST、INIT_DWD_SCHEMA、DWD_LOAD_FROM_ODS、DWD_QUALITY_CHECK）。
+
+**安全提示**：建议将数据库凭证保存在 `.env` 或受控秘钥管理中，生产环境使用最小权限账号。
+
+---
+
+## 4. 目录结构与关键文件
+- 根目录：`etl_billiards/` 主代码；`requirements.txt` 依赖；`run_etl.sh/.bat` 启动脚本；`.env/.env.example` 配置；`tmp/` 草稿/调试归档。  
+- `config/`：`defaults.py` 默认值，`env_parser.py` 解析 .env，`settings.py` AppConfig 统一加载。  
+- `api/`：`client.py` HTTP 请求、重试、分页。  
+- `database/`：`connection.py` 连接封装；`operations.py` 批量 upsert；DDL SQL（ODS/DWD）。  
+- `tasks/`：  
+  - `init_schema_task.py`（INIT_ODS_SCHEMA/INIT_DWD_SCHEMA）；  
+  - `manual_ingest_task.py`（示例 JSON → ODS）；  
+  - `dwd_load_task.py`（ODS → DWD 映射、SCD2/事实增量）；  
+  - 其他任务按需扩展。  
+- `loaders/`：ODS/DWD/SCD2 Loader 实现。  
+- `scd/`：`scd2_handler.py` 处理维度 SCD2 历史。  
+- `quality/`：质量检查器（行数/金额对照）。  
+- `orchestration/`：`scheduler.py` 调度；`task_registry.py` 注册；`run_tracker.py` 运行记录；`cursor_manager.py` 水位管理。  
+- `scripts/`：重建/测试/探活工具。  
+- `docs/`：`ods_to_dwd_mapping.md` 映射说明；`ods_sample_json.md` 示例 JSON 说明；`dwd_quality_check.md` 质检说明。  
+- `reports/`：质检输出（如 `dwd_quality_report.json`）。  
+- `tests/`：单元/集成测试；`utils/`：通用工具；`backups/`：备份（若存在）。
+
+---
+
+## 5. 架构与流程
+执行链路（控制流）：  
+1) CLI（`cli/main.py`）解析参数 → 生成 AppConfig → 初始化日志/DB 连接；  
+2) 调度层（`scheduler.py`）按 `task_registry.py` 中的注册表实例化任务，设置 run_uuid、cursor（水位）、上下文；  
+3) 任务基类模板：  
+   - 获取时间窗口/水位（cursor_manager）；  
+   - 拉取数据：在线模式调用 `api/client.py` 支持分页、重试；离线模式直接读取 JSON 文件；  
+   - 解析与校验：类型转换、必填校验（如任务内部 parse/validate）；  
+   - 加载：调用 Loader（`loaders/`）执行批量 Upsert/SCD2/增量写入（底层用 `database/operations.py`）；  
+   - 质量检查（如需）：质量模块对行数/金额等进行对比；  
+   - 更新水位与运行记录（`run_tracker.py`），提交/回滚事务。
+
+数据流与依赖：  
+- 配置：`config/defaults.py` + `.env` + CLI 参数叠加，形成 AppConfig。  
+- API 访问：`api/client.py` 支撑分页/重试；离线 ingest 直接读文件。  
+- DB 访问：`database/connection.py` 提供连接上下文；`operations.py` 负责批量 upsert/分页写入。  
+- ODS：`manual_ingest_task.py` 读取 JSON → ODS 表（保留 payload/来源/时间戳）。  
+- DWD：`dwd_load_task.py` 依据 `TABLE_MAP/FACT_MAPPINGS` 从 ODS 选取字段；维度走 SCD2（`scd/scd2_handler.py`），事实走增量；支持字段表达式（JSON->>、CAST）。  
+- 质检：`quality` 模块或相关任务对 ODS/DWD 行数、金额等进行比对，输出 `reports/`。  
+
+---
+
+## 6. ODS → DWD 策略
+1. ODS 留底：保留源主键、payload、时间/来源信息。  
+2. DWD 清洗：维度 SCD2，事实按时间/水位增量；字段类型、单位、枚举标准化，保留可溯源字段。  
+3. 业务键统一：site_id、member_id、table_id、order_settle_id、order_trade_no 等统一命名。  
+4. 不过度汇总：DWD 只做明细/轻度清洗，汇总留待 DWS/报表。  
+5. 去嵌套：数组展开为子表/子行，重复 profile 提炼为维度。  
+6. 长期演进：优先加列/加表，避免频繁改已有表结构。
+
+---
+
+## 7. 常用 CLI
+```bash
+# 运行所有已注册任务
+python -m etl_billiards.cli.main
+# 运行指定任务
+python -m etl_billiards.cli.main --tasks INIT_ODS_SCHEMA,MANUAL_INGEST
+# 覆盖 DSN
+python -m etl_billiards.cli.main --pg-dsn "postgresql://user:pwd@host:5432/db"
+# 覆盖 API
+python -m etl_billiards.cli.main --api-base "https://api.example.com" --api-token "..."
+# 试运行（不写库）
+python -m etl_billiards.cli.main --dry-run --tasks DWD_LOAD_FROM_ODS
+```
+
+---
+
+## 8. 测试（ONLINE / OFFLINE）
+- `TEST_MODE=ONLINE`：调用真实 API，全链路 E/T/L。  
+- `TEST_MODE=OFFLINE`：从 `TEST_JSON_ARCHIVE_DIR` 读取离线 JSON，只做 Transform + Load。  
+- `TEST_DB_DSN`：如设置，则集成测试连真库；未设置用内存/临时库。  
+示例：
+```bash
+TEST_MODE=ONLINE pytest tests/unit/test_etl_tasks_online.py
+TEST_MODE=OFFLINE TEST_JSON_ARCHIVE_DIR=tests/source-data-doc pytest tests/unit/test_etl_tasks_offline.py
+python scripts/test_db_connection.py --dsn postgresql://user:pwd@host:5432/db --query "SELECT 1"
+```
+
+---
+
+## 9. 开发与扩展
+- 新任务：在 `tasks/` 继承 BaseTask，实现 `get_task_code/execute`，并在 `orchestration/task_registry.py` 注册。  
+- 新 Loader/Checker：参考 `loaders/`、`quality/` 复用批量 upsert/质检接口。  
+- 配置：`config/defaults.py` + `.env` + CLI 叠加，新增配置需在 defaults 与 env_parser 中声明。
+
+---
+
+## 10. ODS 任务上线指引
+- 任务注册脚本：`etl_billiards/database/seed_ods_tasks.sql`（替换 store_id 后执行：`psql "$PG_DSN" -f ...`）。  
+- 确认 `etl_admin.etl_task` 中已启用所需 ODS 任务。  
+- 离线回放：可用 `scripts/rebuild_ods_from_json`（如有）从本地 JSON 重建 ODS。  
+- 单测：`pytest etl_billiards/tests/unit/test_ods_tasks.py`。
+
+---
+
+## 11. ODS 表概览（数据路径）
+
+| ODS 表名                             | 接口 Path                                         | 数据列表路径                  |
+| ------------------------------------ | ------------------------------------------------- | ----------------------------- |
+| assistant_accounts_master            | /PersonnelManagement/SearchAssistantInfo          | data.assistantInfos           |
+| assistant_service_records            | /AssistantPerformance/GetOrderAssistantDetails    | data.orderAssistantDetails    |
+| assistant_cancellation_records       | /AssistantPerformance/GetAbolitionAssistant       | data.abolitionAssistants      |
+| goods_stock_movements                | /GoodsStockManage/QueryGoodsOutboundReceipt       | data.queryDeliveryRecordsList |
+| goods_stock_summary                  | /TenantGoods/GetGoodsStockReport                  | data                          |
+| group_buy_packages                   | /PackageCoupon/QueryPackageCouponList             | data.packageCouponList        |
+| group_buy_redemption_records         | /Site/GetSiteTableUseDetails                      | data.siteTableUseDetailsList  |
+| member_profiles                      | /MemberProfile/GetTenantMemberList                | data.tenantMemberInfos        |
+| member_balance_changes               | /MemberProfile/GetMemberCardBalanceChange         | data.tenantMemberCardLogs     |
+| member_stored_value_cards            | /MemberProfile/GetTenantMemberCardList            | data.tenantMemberCards        |
+| payment_transactions                 | /PayLog/GetPayLogListPage                         | data                          |
+| platform_coupon_redemption_records   | /Promotion/GetOfflineCouponConsumePageList        | data                          |
+| recharge_settlements                 | /Site/GetRechargeSettleList                       | data.settleList               |
+| refund_transactions                  | /Order/GetRefundPayLogList                        | data                          |
+| settlement_records                   | /Site/GetAllOrderSettleList                       | data.settleList               |
+| settlement_ticket_details            | /Order/GetOrderSettleTicketNew                    | 完整 JSON                     |
+| site_tables_master                   | /Table/GetSiteTables                              | data.siteTables               |
+| stock_goods_category_tree            | /TenantGoodsCategory/QueryPrimarySecondaryCategory| data.goodsCategoryList        |
+| store_goods_master                   | /TenantGoods/GetGoodsInventoryList                | data.orderGoodsList           |
+| store_goods_sales_records            | /TenantGoods/GetGoodsSalesList                    | data.orderGoodsLedgers        |
+| table_fee_discount_records           | /Site/GetTaiFeeAdjustList                         | data.taiFeeAdjustInfos        |
+| table_fee_transactions               | /Site/GetSiteTableOrderDetails                    | data.siteTableUseDetailsList  |
+| tenant_goods_master                  | /TenantGoods/QueryTenantGoods                     | data.tenantGoodsList          |
+
+> 完整字段级映射见 `docs/` 与 ODS/DWD DDL。
+
+---
+
+## 12. DWD 维度与建模要点
+1. 颗粒一致、单一业务键：一张 DWD 表只承载一种业务事件/颗粒，避免混颗粒。  
+2. 先理解业务链路，再建模；不要机械按 JSON 列表建表。  
+3. 业务键统一：site_id、member_id、table_id、order_settle_id、order_trade_no 等必须一致命名。  
+4. 保留明细，不过度汇总；聚合留到 DWS/报表。  
+5. 清洗标准化同时保留溯源字段（源主键、时间、金额、payload）。  
+6. 去嵌套与解耦：数组展开子行，重复 profile 提炼维度。  
+7. 演进优先加列/加表，减少对已有表结构的破坏。
+
+---
+
+## 13. 当前状态（2025-12-09）
+- 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。
+
+---
+
+## 14. 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.*、.env/.env.example），其他临时文件已移至 tmp。
+
+---
+
+## 15. FAQ
+- 字段空值：若映射已存在且源列非空仍为空，再检查上游 JSON；维度 SCD2 按全量合并。  
+- DSN/路径：确认 `.env` 中 `PG_DSN`、`INGEST_SOURCE_DIR` 与本地一致。  
+- 新增任务：在 `tasks/` 实现并注册到 `task_registry.py`，必要时同步更新 DDL 与映射。  
+- 权限/运行：检查网络、账号权限；脚本需执行权限（如 `chmod +x run_etl.sh`）。

app/etl_busy.py

@@ -0,0 +1,9 @@
+# app/etl_busy.py
+def run():
+    """
+    忙时抓取逻辑。
+    TODO: 这里写具体抓取流程（API 调用 / 网页解析 / 写入 PostgreSQL 等）
+    """
+    print("Running busy-period ETL...")
+    # 示例：后续在这里接 PostgreSQL 或 HTTP 抓取
+    # ...

app/etl_idle.py

@@ -0,0 +1,8 @@
+# app/etl_idle.py
+def run():
+    """
+    闲时抓取逻辑。
+    可以做全量同步、大批量历史修正等。
+    """
+    print("Running idle-period ETL...")
+    # ...

app/runner.py

@@ -0,0 +1,31 @@
+# app/runner.py
+import argparse
+from datetime import datetime
+
+from . import etl_busy, etl_idle
+
+
+def main():
+    parser = argparse.ArgumentParser(description="Feiqiu ETL Runner")
+    parser.add_argument(
+        "--mode",
+        choices=["busy", "idle"],
+        required=True,
+        help="ETL mode: busy or idle",
+    )
+
+    args = parser.parse_args()
+    now = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+
+    print(f"[{now}] Start ETL mode={args.mode}")
+
+    if args.mode == "busy":
+        etl_busy.run()
+    else:
+        etl_idle.run()
+
+    print(f"[{datetime.now().strftime('%Y-%m-%d %H:%M:%S')}] ETL finished.")
+
+
+if __name__ == "__main__":
+    main()

etl_billiards/.env

@@ -1,38 +1,49 @@
-# 数据库配置
-PG_DSN=postgresql://local-Python:Neo-local-1991125@localhost:5432/LLZQ
-# PG_HOST=localhost
-# PG_PORT=5432
-# PG_NAME=LLZQ
-# PG_USER=local-Python
-# PG_PASSWORD=your_password_here
+# -*- coding: utf-8 -*-
+# 文件说明：ETL 环境变量（config/env_parser.py 读取），用于数据库连接、目录与运行参数。
 
-# API配置(抓取时，非球的一些配置)
-API_BASE=https://api.example.com  # 非球URL前缀
-API_TOKEN=your_token_here   # 登录Token
-# API_TIMEOUT=20
-# API_PAGE_SIZE=200
-# API_RETRY_MAX=3
+# 数据库连接字符串，config/env_parser.py -> db.dsn，所有任务必需
+PG_DSN=postgresql://local-Python:Neo-local-1991125@100.64.0.4:5432/LLZQ-test
+# 数据库连接超时秒，config/env_parser.py -> db.connect_timeout_sec
+PG_CONNECT_TIMEOUT=10
 
-# 应用配置
+# 门店/租户ID，config/env_parser.py -> app.store_id，任务调度记录使用
 STORE_ID=2790685415443269
-# TIMEZONE=Asia/Taipei
-# SCHEMA_OLTP=billiards
-# SCHEMA_ETL=etl_admin
+# 时区标识，config/env_parser.py -> app.timezone
+TIMEZONE=Asia/Taipei
 
-# 路径配置
-EXPORT_ROOT=r"D:\LLZQ\DB\export",
-LOG_ROOT=r"D:\LLZQ\DB\logs",
+# API 基础地址，config/env_parser.py -> api.base_url，FETCH 类任务调用
+API_BASE=https://api.example.com
+# API 鉴权 Token，config/env_parser.py -> api.token，FETCH 类任务调用
+API_TOKEN=your_token_here
+# API 请求超时秒，config/env_parser.py -> api.timeout_sec
+API_TIMEOUT=20
+# API 分页大小，config/env_parser.py -> api.page_size
+API_PAGE_SIZE=200
+# API 最大重试次数，config/env_parser.py -> api.retries.max_attempts
+API_RETRY_MAX=3
 
-# ETL配置
-OVERLAP_SECONDS=120    # 为了防止边界遗漏，会往前“回拨”一点的冗余秒数
+# 日志根目录，config/env_parser.py -> io.log_root，Init/任务运行写日志
+LOG_ROOT=C:\dev\LLTQ\export\LOG
+# JSON 导出根目录，config/env_parser.py -> io.export_root，FETCH 产出及 INIT 准备
+EXPORT_ROOT=C:\dev\LLTQ\export\JSON
+
+# FETCH 模式本地输出目录，config/env_parser.py -> pipeline.fetch_root
+FETCH_ROOT=C:\dev\LLTQ\export\JSON
+# 本地入库 JSON 目录，config/env_parser.py -> pipeline.ingest_source_dir，MANUAL_INGEST/INGEST_ONLY 使用
+INGEST_SOURCE_DIR=C:\dev\LLTQ\export\test-json-doc
+
+# JSON 漂亮格式输出开关，config/env_parser.py -> io.write_pretty_json
+WRITE_PRETTY_JSON=false
+
+# 运行流程：FULL / FETCH_ONLY / INGEST_ONLY，config/env_parser.py -> pipeline.flow
+PIPELINE_FLOW=FULL
+# 指定任务列表（逗号分隔，覆盖默认），config/env_parser.py -> run.tasks
+# RUN_TASKS=INIT_ODS_SCHEMA,MANUAL_INGEST
+
+# 窗口/补偿参数，config/env_parser.py -> run.*
+OVERLAP_SECONDS=120
 WINDOW_BUSY_MIN=30
 WINDOW_IDLE_MIN=180
 IDLE_START=04:00
 IDLE_END=16:00
-ALLOW_EMPTY_ADVANCE=true
-
-# 清洗配置
-LOG_UNKNOWN_FIELDS=true
-HASH_ALGO=sha1
-STRICT_NUMERIC=true
-ROUND_MONEY_SCALE=2
+ALLOW_EMPTY_RESULT_ADVANCE=true

etl_billiards/.env.example

@@ -1,38 +0,0 @@
-# 数据库配置
-PG_DSN=postgresql://user:password@localhost:5432/LLZQ
-PG_HOST=localhost
-PG_PORT=5432
-PG_NAME=LLZQ
-PG_USER=local-Python
-PG_PASSWORD=your_password_here
-
-# API配置
-API_BASE=https://api.example.com
-API_TOKEN=your_token_here
-API_TIMEOUT=20
-API_PAGE_SIZE=200
-API_RETRY_MAX=3
-
-# 应用配置
-STORE_ID=2790685415443269
-TIMEZONE=Asia/Taipei
-SCHEMA_OLTP=billiards
-SCHEMA_ETL=etl_admin
-
-# 路径配置
-EXPORT_ROOT=/path/to/export
-LOG_ROOT=/path/to/logs
-
-# ETL配置
-OVERLAP_SECONDS=120
-WINDOW_BUSY_MIN=30
-WINDOW_IDLE_MIN=180
-IDLE_START=04:00
-IDLE_END=16:00
-ALLOW_EMPTY_ADVANCE=true
-
-# 清洗配置
-LOG_UNKNOWN_FIELDS=true
-HASH_ALGO=sha1
-STRICT_NUMERIC=true
-ROUND_MONEY_SCALE=2

etl_billiards/0.py

@@ -1,7 +0,0 @@
-# -*- coding: UTF-8 -*-
-
-# Filename : helloworld.py
-# author by : www.runoob.com
-
-# 该实例输出 Hello World!
-print('Hello World!')

etl_billiards/README.md

@@ -1,615 +0,0 @@
-# 台球场 ETL 系统（模块化版本）合并文档
-
-本文为原多份文档（如 `INDEX.md`、`QUICK_START.md`、`ARCHITECTURE.md`、`MIGRATION_GUIDE.md`、`PROJECT_STRUCTURE.md`、`README.md` 等）的合并版，只保留与**当前项目本身**相关的内容：项目说明、目录结构、架构设计、数据与控制流程、迁移与扩展指南等，不包含修改历史和重构过程描述。
-
----
-
-## 1. 项目概述
-
-台球场 ETL 系统是一个面向门店业务的专业 ETL 工程项目，用于从外部业务 API 拉取订单、支付、会员等数据，经过解析、校验、SCD2 处理、质量检查后写入 PostgreSQL 数据库，并支持增量同步和任务运行追踪。
-
-系统采用模块化、分层架构设计，核心特性包括：
-
-- 模块化目录结构（配置、数据库、API、模型、加载器、SCD2、质量检查、编排、任务、CLI、工具、测试等分层清晰）。
-- 完整的配置管理：默认值 + 环境变量 + CLI 参数多层覆盖。
-- 可复用的数据库访问层（连接管理、批量 Upsert 封装）。
-- 支持重试与分页的 API 客户端。
-- 类型安全的数据解析与校验模块。
-- SCD2 维度历史管理。
-- 数据质量检查（例如余额一致性检查）。
-- 任务编排层统一调度、游标管理与运行追踪。
-- 命令行入口统一管理任务执行，支持筛选任务、Dry-run 等模式。
-
----
-
-## 2. 快速开始
-
-### 2.1 环境准备
-
-- Python 版本：建议 3.10+
-- 数据库：PostgreSQL
-- 操作系统：Windows / Linux / macOS 均可
-
-```bash
-# 克隆/下载代码后进入项目目录
-cd etl_billiards/
-ls -la
-```
-
-你会看到下述目录结构的顶层部分（详细见第 4 章）：
-
-- `config/` - 配置管理
-- `database/` - 数据库访问
-- `api/` - API 客户端
-- `tasks/` - ETL 任务实现
-- `cli/` - 命令行入口
-- `docs/` - 技术文档
-
-### 2.2 安装依赖
-
-```bash
-pip install -r requirements.txt
-```
-
-主要依赖示例（按实际 `requirements.txt` 为准）：
-
-- `psycopg2-binary`：PostgreSQL 驱动
-- `requests`：HTTP 客户端
-- `python-dateutil`：时间处理
-- `tzdata`：时区数据
-
-### 2.3 配置环境变量
-
-复制并修改环境变量模板：
-
-```bash
-cp .env.example .env
-# 使用你习惯的编辑器修改 .env
-```
-
-`.env` 示例（最小配置）：
-
-```bash
-# 数据库
-PG_DSN=postgresql://user:password@localhost:5432/LLZQ
-
-# API
-API_BASE=https://api.example.com
-API_TOKEN=your_token_here
-
-# 门店/应用
-STORE_ID=2790685415443269
-TIMEZONE=Asia/Taipei
-
-# 目录
-EXPORT_ROOT=/path/to/export
-LOG_ROOT=/path/to/logs
-```
-
-> 所有配置项的默认值见 `config/defaults.py`，最终生效配置由「默认值 + 环境变量 + CLI 参数」三层叠加。
-
-### 2.4 运行第一个任务
-
-通过 CLI 入口运行：
-
-```bash
-# 运行所有任务
-python -m cli.main
-
-# 仅运行订单任务
-python -m cli.main --tasks ORDERS
-
-# 运行订单 + 支付
-python -m cli.main --tasks ORDERS,PAYMENTS
-
-# Windows 使用脚本
-run_etl.bat --tasks ORDERS
-
-# Linux / macOS 使用脚本
-./run_etl.sh --tasks ORDERS
-```
-
-### 2.5 查看结果
-
-- 日志目录：使用 `LOG_ROOT` 指定，例如
-
-  ```bash
-  ls -la D:\LLZQ\DB\logs/
-  ```
-
-- 导出目录：使用 `EXPORT_ROOT` 指定，例如
-
-  ```bash
-  ls -la D:\LLZQ\DB\export/
-  ```
-
----
-
-## 3. 常用命令与开发工具
-
-### 3.1 CLI 常用命令
-
-```bash
-# 运行所有任务
-python -m cli.main
-
-# 运行指定任务
-python -m cli.main --tasks ORDERS,PAYMENTS,MEMBERS
-
-# 使用自定义数据库
-python -m cli.main --pg-dsn "postgresql://user:password@host:5432/db"
-
-# 使用自定义 API 端点
-python -m cli.main --api-base "https://api.example.com" --api-token "..."
-
-# 试运行（不写入数据库）
-python -m cli.main --dry-run --tasks ORDERS
-```
-
-### 3.2 IDE / 代码质量工具（示例：VSCode）
-
-`.vscode/settings.json` 示例：
-
-```json
-{
-    "python.linting.enabled": true,
-    "python.linting.pylintEnabled": true,
-    "python.formatting.provider": "black",
-    "python.testing.pytestEnabled": true
-}
-```
-
-代码格式化与检查：
-
-```bash
-pip install black isort pylint
-
-black .
-isort .
-pylint etl_billiards/
-```
-
-### 3.3 测试
-
-```bash
-# 安装测试依赖（按需）
-pip install pytest pytest-cov
-
-# 运行全部测试
-pytest
-
-# 仅运行单元测试
-pytest tests/unit/
-
-# 生成覆盖率报告
-pytest --cov=. --cov-report=html
-```
-
-测试示例（按实际项目为准）：
-
-- `tests/unit/test_config.py` – 配置管理单元测试
-- `tests/unit/test_parsers.py` – 解析器单元测试
-- `tests/integration/test_database.py` – 数据库集成测试
-
----
-
-## 4. 项目结构与文件说明
-
-### 4.1 总体目录结构（树状图）
-
-```text
-etl_billiards/
-│
-├── README.md                    # 项目总览和使用说明
-├── MIGRATION_GUIDE.md           # 从旧版本迁移指南
-├── requirements.txt             # Python 依赖列表
-├── setup.py                     # 项目安装配置
-├── .env.example                 # 环境变量配置模板
-├── .gitignore                   # Git 忽略文件配置
-├── run_etl.sh                   # Linux/Mac 运行脚本
-├── run_etl.bat                  # Windows 运行脚本
-│
-├── config/                      # 配置管理模块
-│   ├── __init__.py
-│   ├── defaults.py              # 默认配置值定义
-│   ├── env_parser.py            # 环境变量解析器
-│   └── settings.py              # 配置管理主类
-│
-├── database/                    # 数据库访问层
-│   ├── __init__.py
-│   ├── connection.py            # 数据库连接管理
-│   └── operations.py            # 批量操作封装
-│
-├── api/                         # HTTP API 客户端
-│   ├── __init__.py
-│   └── client.py                # API 客户端（重试 + 分页）
-│
-├── models/                      # 数据模型层
-│   ├── __init__.py
-│   ├── parsers.py               # 类型解析器
-│   └── validators.py            # 数据验证器
-│
-├── loaders/                     # 数据加载器层
-│   ├── __init__.py
-│   ├── base_loader.py           # 加载器基类
-│   ├── dimensions/              # 维度表加载器
-│   │   ├── __init__.py
-│   │   └── member.py            # 会员维度加载器
-│   └── facts/                   # 事实表加载器
-│       ├── __init__.py
-│       ├── order.py             # 订单事实表加载器
-│       └── payment.py           # 支付记录加载器
-│
-├── scd/                         # SCD2 处理层
-│   ├── __init__.py
-│   └── scd2_handler.py          # SCD2 历史记录处理器
-│
-├── quality/                     # 数据质量检查层
-│   ├── __init__.py
-│   ├── base_checker.py          # 质量检查器基类
-│   └── balance_checker.py       # 余额一致性检查器
-│
-├── orchestration/               # ETL 编排层
-│   ├── __init__.py
-│   ├── scheduler.py             # ETL 调度器
-│   ├── task_registry.py         # 任务注册表（工厂模式）
-│   ├── cursor_manager.py        # 游标管理器
-│   └── run_tracker.py           # 运行记录追踪器
-│
-├── tasks/                       # ETL 任务层
-│   ├── __init__.py
-│   ├── base_task.py             # 任务基类（模板方法）
-│   ├── orders_task.py           # 订单 ETL 任务
-│   ├── payments_task.py         # 支付 ETL 任务
-│   └── members_task.py          # 会员 ETL 任务
-│
-├── cli/                         # 命令行接口层
-│   ├── __init__.py
-│   └── main.py                  # CLI 主入口
-│
-├── utils/                       # 工具函数
-│   ├── __init__.py
-│   └── helpers.py               # 通用工具函数
-│
-├── tests/                       # 测试代码
-│   ├── __init__.py
-│   ├── unit/                    # 单元测试
-│   │   ├── __init__.py
-│   │   ├── test_config.py
-│   │   └── test_parsers.py
-│   └── integration/             # 集成测试
-│       ├── __init__.py
-│       └── test_database.py
-│
-└── docs/                        # 文档
-    └── ARCHITECTURE.md          # 架构设计文档
-```
-
-### 4.2 各模块职责概览
-
-- **config/**  
-  - 统一配置入口，支持默认值、环境变量、命令行参数三层覆盖。
-- **database/**  
-  - 封装 PostgreSQL 连接与批量操作（插入、更新、Upsert 等）。
-- **api/**  
-  - 对上游业务 API 的 HTTP 调用进行统一封装，支持重试、分页与超时控制。
-- **models/**  
-  - 提供类型解析器（时间戳、金额、整数等）与业务级数据校验器。
-- **loaders/**  
-  - 提供事实表与维度表的加载逻辑（包含批量 Upsert、统计写入结果等）。
-- **scd/**  
-  - 维度型数据的 SCD2 历史管理（有效期、版本标记等）。
-- **quality/**  
-  - 质量检查策略，例如余额一致性、记录数量对齐等。
-- **orchestration/**  
-  - 任务调度、任务注册、游标管理（增量窗口）、运行记录追踪。
-- **tasks/**  
-  - 具体业务任务（订单、支付、会员等），封装了从“取数 → 处理 → 写库 → 记录结果”的完整流程。
-- **cli/**  
-  - 命令行入口，解析参数并启动调度流程。
-- **utils/**  
-  - 杂项工具函数。
-- **tests/**  
-  - 单元测试与集成测试代码。
-
----
-
-## 5. 架构设计与流程说明
-
-### 5.1 分层架构图
-
-```text
-┌─────────────────────────────────────┐
-│           CLI 命令行接口            │  <- cli/main.py
-└─────────────┬───────────────────────┘
-              │
-┌─────────────▼───────────────────────┐
-│        Orchestration 编排层          │  <- orchestration/
-│   (Scheduler, TaskRegistry, ...)    │
-└─────────────┬───────────────────────┘
-              │
-┌─────────────▼───────────────────────┐
-│           Tasks 任务层               │  <- tasks/
-│   (OrdersTask, PaymentsTask, ...)   │
-└───┬─────────┬─────────┬─────────────┘
-    │         │         │
-    ▼         ▼         ▼
-┌────────┐ ┌─────┐ ┌──────────┐
-│Loaders │ │ SCD │ │ Quality  │  <- loaders/, scd/, quality/
-└────────┘ └─────┘ └──────────┘
-              │
-      ┌───────▼────────┐
-      │   Models 模型   │  <- models/
-      └───────┬────────┘
-              │
-      ┌───────▼────────┐
-      │   API 客户端    │  <- api/
-      └───────┬────────┘
-              │
-      ┌───────▼────────┐
-      │ Database 访问   │  <- database/
-      └───────┬────────┘
-              │
-      ┌───────▼────────┐
-      │  Config 配置    │  <- config/
-      └────────────────┘
-```
-
-### 5.2 各层职责（当前设计）
-
-- **CLI 层 (`cli/`)**
-  - 解析命令行参数（指定任务列表、Dry-run、覆盖配置项等）。
-  - 初始化配置与日志后交由编排层执行。
-
-- **编排层 (`orchestration/`)**
-  - `scheduler.py`：根据配置与 CLI 参数选择需要执行的任务，控制执行顺序和并行策略。
-  - `task_registry.py`：提供任务注册表，按任务代码创建任务实例（工厂模式）。
-  - `cursor_manager.py`：管理增量游标（时间窗口 / ID 游标）。
-  - `run_tracker.py`：记录每次任务运行的状态、统计信息和错误信息。
-
-- **任务层 (`tasks/`)**
-  - `base_task.py`：定义任务执行模板流程（模板方法模式），包括获取窗口、调用上游、解析 / 校验、写库、更新游标等。
-  - `orders_task.py` / `payments_task.py` / `members_task.py`：实现具体任务逻辑（订单、支付、会员）。
-
-- **加载器 / SCD / 质量层**
-  - `loaders/`：根据目标表封装 Upsert / Insert / Update 逻辑。
-  - `scd/scd2_handler.py`：为维度表提供 SCD2 历史管理能力。
-  - `quality/`：执行数据质量检查，如余额对账。
-
-- **模型层 (`models/`)**
-  - `parsers.py`：负责数据类型转换（字符串 → 时间戳、Decimal、int 等）。
-  - `validators.py`：执行字段级和记录级的数据校验。
-
-- **API 层 (`api/client.py`)**
-  - 封装 HTTP 调用，处理重试、超时及分页。
-
-- **数据库层 (`database/`)**
-  - 管理数据库连接及上下文。
-  - 提供批量插入 / 更新 / Upsert 操作接口。
-
-- **配置层 (`config/`)**
-  - 定义配置项默认值。
-  - 解析环境变量并进行类型转换。
-  - 对外提供统一配置对象。
-
-### 5.3 设计模式（当前使用）
-
-- 工厂模式：任务注册 / 创建（`TaskRegistry`）。
-- 模板方法模式：任务执行流程（`BaseTask`）。
-- 策略模式：不同 Loader / Checker 实现不同策略。
-- 依赖注入：通过构造函数向任务传入 `db`、`api`、`config` 等依赖。
-
-### 5.4 数据与控制流程
-
-整体流程：
-
-1. CLI 解析参数并加载配置。
-2. Scheduler 构建数据库连接、API 客户端等依赖。
-3. Scheduler 遍历任务配置，从 `TaskRegistry` 获取任务类并实例化。
-4. 每个任务按统一模板执行：
-   - 读取游标 / 时间窗口。
-   - 调用 API 拉取数据（可分页）。
-   - 解析、验证数据。
-   - 通过 Loader 写入数据库（事实表 / 维度表 / SCD2）。
-   - 执行质量检查。
-   - 更新游标与运行记录。
-5. 所有任务执行完成后，释放连接并退出进程。
-
-### 5.5 错误处理策略
-
-- 单个任务失败不影响其他任务执行。
-- 数据库操作异常自动回滚当前事务。
-- API 请求失败时按配置进行重试，超过重试次数记录错误并终止该任务。
-- 所有错误被记录到日志和运行追踪表，便于事后排查。
-
----
-
-## 6. 迁移指南（从旧脚本到当前项目）
-
-本节用于说明如何从旧的单文件脚本（如 `task_merged.py`）迁移到当前模块化项目，属于当前项目的使用说明，不涉及历史对比细节。
-
-### 6.1 核心功能映射示意
-
-| 旧版本函数 / 类           | 新版本位置                                             | 说明           |
-|---------------------------|--------------------------------------------------------|----------------|
-| `DEFAULTS` 字典           | `config/defaults.py`                                  | 配置默认值     |
-| `build_config()`          | `config/settings.py::AppConfig.load()`                | 配置加载       |
-| `Pg` 类                   | `database/connection.py::DatabaseConnection`          | 数据库连接     |
-| `http_get_json()`         | `api/client.py::APIClient.get()`                      | API 请求       |
-| `paged_get()`             | `api/client.py::APIClient.get_paginated()`            | 分页请求       |
-| `parse_ts()`              | `models/parsers.py::TypeParser.parse_timestamp()`     | 时间解析       |
-| `upsert_fact_order()`     | `loaders/facts/order.py::OrderLoader.upsert_orders()` | 订单加载       |
-| `scd2_upsert()`           | `scd/scd2_handler.py::SCD2Handler.upsert()`           | SCD2 处理      |
-| `run_task_orders()`       | `tasks/orders_task.py::OrdersTask.execute()`          | 订单任务       |
-| `main()`                  | `cli/main.py::main()`                                 | 主入口         |
-
-### 6.2 典型迁移步骤
-
-1. **配置迁移**
-   - 原来在 `DEFAULTS` 或脚本内硬编码的配置，迁移到 `.env` 与 `config/defaults.py`。
-   - 使用 `AppConfig.load()` 统一获取配置。
-
-2. **并行运行验证**
-
-   ```bash
-   # 旧脚本
-   python task_merged.py --tasks ORDERS
-
-   # 新项目
-   python -m cli.main --tasks ORDERS
-   ```
-
-   对比新旧版本导出的数据表和日志，确认一致性。
-
-3. **自定义逻辑迁移**
-   - 原脚本中的自定义清洗逻辑 → 放入相应 `loaders/` 或任务类中。
-   - 自定义任务 → 在 `tasks/` 中实现并在 `task_registry` 中注册。
-   - 自定义 API 调用 → 扩展 `api/client.py` 或单独封装服务类。
-
-4. **逐步切换**
-   - 先在测试环境并行运行。
-   - 再逐步切换生产任务到新版本。
-
----
-
-## 7. 开发与扩展指南（当前项目）
-
-### 7.1 添加新任务
-
-1. 在 `tasks/` 目录创建任务类：
-
-```python
-from .base_task import BaseTask
-
-class MyTask(BaseTask):
-    def get_task_code(self) -> str:
-        return "MY_TASK"
-
-    def execute(self) -> dict:
-        # 1. 获取时间窗口
-        window_start, window_end, _ = self._get_time_window()
-
-        # 2. 调用 API 获取数据
-        records, _ = self.api.get_paginated(...)
-
-        # 3. 解析 / 校验
-        parsed = [self._parse(r) for r in records]
-
-        # 4. 加载数据
-        loader = MyLoader(self.db)
-        inserted, updated, _ = loader.upsert(parsed)
-
-        # 5. 提交并返回结果
-        self.db.commit()
-        return self._build_result("SUCCESS", {
-            "inserted": inserted,
-            "updated": updated,
-        })
-```
-
-2. 在 `orchestration/task_registry.py` 中注册：
-
-```python
-from tasks.my_task import MyTask
-
-default_registry.register("MY_TASK", MyTask)
-```
-
-3. 在任务配置表中启用（示例）：
-
-```sql
-INSERT INTO etl_admin.etl_task (task_code, store_id, enabled)
-VALUES ('MY_TASK', 123456, TRUE);
-```
-
-### 7.2 添加新加载器
-
-```python
-from loaders.base_loader import BaseLoader
-
-class MyLoader(BaseLoader):
-    def upsert(self, records: list) -> tuple:
-        sql = "INSERT INTO table_name (...) VALUES (...) ON CONFLICT (...) DO UPDATE SET ... RETURNING (xmax = 0) AS inserted"
-        inserted, updated = self.db.batch_upsert_with_returning(
-            sql, records, page_size=self._batch_size()
-        )
-        return (inserted, updated, 0)
-```
-
-### 7.3 添加新质量检查器
-
-1. 在 `quality/` 中实现检查器，继承 `base_checker.py`。
-2. 在任务或调度流程中调用该检查器，在写库后进行验证。
-
-### 7.4 类型解析与校验扩展
-
-- 在 `models/parsers.py` 中添加新类型解析方法。
-- 在 `models/validators.py` 中添加新规则（如枚举校验、跨字段校验等）。
-
----
-
-## 8. 常见问题排查
-
-### 8.1 数据库连接失败
-
-```text
-错误: could not connect to server
-```
-
-排查要点：
-
-- 检查 `PG_DSN` 或相关数据库配置是否正确。
-- 确认数据库服务是否启动、网络是否可达。
-
-### 8.2 API 请求超时
-
-```text
-错误: requests.exceptions.Timeout
-```
-
-排查要点：
-
-- 检查 `API_BASE` 地址与网络连通性。
-- 适当提高超时与重试次数（在配置中调整）。
-
-### 8.3 模块导入错误
-
-```text
-错误: ModuleNotFoundError
-```
-
-排查要点：
-
-- 确认在项目根目录下运行（包含 `etl_billiards/` 包）。
-- 或通过 `pip install -e .` 以可编辑模式安装项目。
-
-### 8.4 权限相关问题
-
-```text
-错误: Permission denied
-```
-
-排查要点：
-
-- 脚本无执行权限：`chmod +x run_etl.sh`。
-- Windows 需要以管理员身份运行，或修改日志 / 导出目录权限。
-
----
-
-## 9. 使用前检查清单
-
-在正式运行前建议确认：
-
-- [ ] 已安装 Python 3.10+。
-- [ ] 已执行 `pip install -r requirements.txt`。
-- [ ] `.env` 已配置正确（数据库、API、门店 ID、路径等）。
-- [ ] PostgreSQL 数据库可连接。
-- [ ] API 服务可访问且凭证有效。
-- [ ] `LOG_ROOT`、`EXPORT_ROOT` 目录存在且拥有写权限。
-
----
-
-## 10. 参考说明
-
-- 本文已合并原有的快速开始、项目结构、架构说明、迁移指南等内容，可作为当前项目的统一说明文档。
-- 如需在此基础上拆分多份文档，可按章节拆出，例如「快速开始」「架构设计」「迁移指南」「开发扩展」等。

etl_billiards/api/client.py

@@ -1,95 +1,256 @@
 # -*- coding: utf-8 -*-
-"""API客户端"""
+"""API客户端：统一封装 POST/重试/分页与列表提取逻辑。"""
+from __future__ import annotations
+
+from typing import Iterable, Sequence, Tuple
+
 import requests
-from urllib3.util.retry import Retry
 from requests.adapters import HTTPAdapter
+from urllib3.util.retry import Retry
+
+DEFAULT_BROWSER_HEADERS = {
+    "Accept": "application/json, text/plain, */*",
+    "Content-Type": "application/json",
+    "Origin": "https://pc.ficoo.vip",
+    "Referer": "https://pc.ficoo.vip/",
+    "User-Agent": (
+        "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 "
+        "(KHTML, like Gecko) Chrome/141.0.0.0 Safari/537.36"
+    ),
+    "Accept-Language": "zh-CN,zh;q=0.9",
+    "sec-ch-ua": '"Google Chrome";v="141", "Not?A_Brand";v="8", "Chromium";v="141"',
+    "sec-ch-ua-platform": '"Windows"',
+    "sec-ch-ua-mobile": "?0",
+    "sec-fetch-site": "same-origin",
+    "sec-fetch-mode": "cors",
+    "sec-fetch-dest": "empty",
+    "priority": "u=1, i",
+    "X-Requested-With": "XMLHttpRequest",
+    "DNT": "1",
+}
+
+DEFAULT_LIST_KEYS: Tuple[str, ...] = (
+    "list",
+    "rows",
+    "records",
+    "items",
+    "dataList",
+    "data_list",
+    "tenantMemberInfos",
+    "tenantMemberCardLogs",
+    "tenantMemberCards",
+    "settleList",
+    "orderAssistantDetails",
+    "assistantInfos",
+    "siteTables",
+    "taiFeeAdjustInfos",
+    "siteTableUseDetailsList",
+    "tenantGoodsList",
+    "packageCouponList",
+    "queryDeliveryRecordsList",
+    "goodsCategoryList",
+    "orderGoodsList",
+    "orderGoodsLedgers",
+)
+
 
 class APIClient:
-    """HTTP API客户端"""
-    
-    def __init__(self, base_url: str, token: str = None, timeout: int = 20,
-                 retry_max: int = 3, headers_extra: dict = None):
-        self.base_url = base_url.rstrip("/")
-        self.token = token
+    """HTTP API 客户端（默认使用 POST + JSON 请求体）"""
+
+    def __init__(
+        self,
+        base_url: str,
+        token: str | None = None,
+        timeout: int = 20,
+        retry_max: int = 3,
+        headers_extra: dict | None = None,
+    ):
+        self.base_url = (base_url or "").rstrip("/")
+        self.token = self._normalize_token(token)
         self.timeout = timeout
         self.retry_max = retry_max
         self.headers_extra = headers_extra or {}
-        self._session = None
-    
-    def _get_session(self):
-        """获取或创建会话"""
+        self._session: requests.Session | None = None
+
+    # ------------------------------------------------------------------ HTTP 基础
+    def _get_session(self) -> requests.Session:
+        """获取或创建带重试的 Session。"""
         if self._session is None:
             self._session = requests.Session()
-            
+
             retries = max(0, int(self.retry_max) - 1)
             retry = Retry(
                 total=None,
                 connect=retries,
                 read=retries,
                 status=retries,
-                allowed_methods=frozenset(["GET"]),
+                allowed_methods=frozenset(["GET", "POST"]),
                 status_forcelist=(429, 500, 502, 503, 504),
-                backoff_factor=1.0,
+                backoff_factor=0.5,
                 respect_retry_after_header=True,
                 raise_on_status=False,
             )
-            
+
             adapter = HTTPAdapter(max_retries=retry)
             self._session.mount("http://", adapter)
             self._session.mount("https://", adapter)
-            
-            if self.headers_extra:
-                self._session.headers.update(self.headers_extra)
-        
+            self._session.headers.update(self._build_headers())
+
         return self._session
-    
-    def get(self, endpoint: str, params: dict = None) -> dict:
-        """执行GET请求"""
+
+    def get(self, endpoint: str, params: dict | None = None) -> dict:
+        """
+        兼容旧名的请求入口（实际以 POST JSON 方式请求）。
+        """
+        return self._post_json(endpoint, params)
+
+    def _post_json(self, endpoint: str, payload: dict | None = None) -> dict:
+        if not self.base_url:
+            raise ValueError("API base_url 未配置")
+
         url = f"{self.base_url}/{endpoint.lstrip('/')}"
-        headers = {"Authorization": self.token} if self.token else {}
-        headers.update(self.headers_extra)
-        
         sess = self._get_session()
-        resp = sess.get(url, headers=headers, params=params, timeout=self.timeout)
+        resp = sess.post(url, json=payload or {}, timeout=self.timeout)
         resp.raise_for_status()
-        return resp.json()
-    
-    def get_paginated(self, endpoint: str, params: dict, page_size: int = 200,
-                      page_field: str = "pageIndex", size_field: str = "pageSize",
-                      data_path: tuple = ("data",), list_key: str = None) -> tuple:
-        """分页获取数据"""
-        records, pages_meta = [], []
-        page = 1
-        
+        data = resp.json()
+        self._ensure_success(data)
+        return data
+
+    def _build_headers(self) -> dict:
+        headers = dict(DEFAULT_BROWSER_HEADERS)
+        headers.update(self.headers_extra)
+        if self.token:
+            headers["Authorization"] = self.token
+        return headers
+
+    @staticmethod
+    def _normalize_token(token: str | None) -> str | None:
+        if not token:
+            return None
+        t = str(token).strip()
+        if not t.lower().startswith("bearer "):
+            t = f"Bearer {t}"
+        return t
+
+    @staticmethod
+    def _ensure_success(payload: dict):
+        """API 返回 code 非 0 时主动抛错，便于上层重试/记录。"""
+        if isinstance(payload, dict) and "code" in payload:
+            code = payload.get("code")
+            if code not in (0, "0", None):
+                msg = payload.get("msg") or payload.get("message") or ""
+                raise ValueError(f"API 返回错误 code={code} msg={msg}")
+
+    # ------------------------------------------------------------------ 分页
+    def iter_paginated(
+        self,
+        endpoint: str,
+        params: dict | None,
+        page_size: int | None = 200,
+        page_field: str = "page",
+        size_field: str = "limit",
+        data_path: tuple = ("data",),
+        list_key: str | Sequence[str] | None = None,
+        page_start: int = 1,
+        page_end: int | None = None,
+    ) -> Iterable[tuple[int, list, dict, dict]]:
+        """
+        分页迭代器：逐页拉取数据并产出 (page_no, records, request_params, raw_response)。
+        page_size=None 时不附带分页参数，仅拉取一次。
+        """
+        base_params = dict(params or {})
+        page = page_start
+
         while True:
-            p = dict(params)
-            p[page_field] = page
-            p[size_field] = page_size
-            
-            obj = self.get(endpoint, p)
-            
-            # 解析数据路径
-            cur = obj
-            for k in data_path:
-                if isinstance(cur, dict) and k in cur:
-                    cur = cur[k]
-            
-            if list_key:
-                cur = (cur or {}).get(list_key, [])
-            
-            if not isinstance(cur, list):
-                cur = []
-            
-            records.extend(cur)
-            
-            if len(cur) == 0:
+            page_params = dict(base_params)
+            if page_size is not None:
+                page_params[page_field] = page
+                page_params[size_field] = page_size
+
+            payload = self._post_json(endpoint, page_params)
+            records = self._extract_list(payload, data_path, list_key)
+
+            yield page, records, page_params, payload
+
+            if page_size is None:
                 break
-            
-            pages_meta.append({"page": page, "request": p, "response": obj})
-            
-            if len(cur) < page_size:
+            if page_end is not None and page >= page_end:
                 break
-            
+            if len(records) < (page_size or 0):
+                break
+            if len(records) == 0:
+                break
+
             page += 1
-        
+
+    def get_paginated(
+        self,
+        endpoint: str,
+        params: dict,
+        page_size: int | None = 200,
+        page_field: str = "page",
+        size_field: str = "limit",
+        data_path: tuple = ("data",),
+        list_key: str | Sequence[str] | None = None,
+        page_start: int = 1,
+        page_end: int | None = None,
+    ) -> tuple[list, list]:
+        """分页获取数据并将所有记录汇总在一个列表中。"""
+        records, pages_meta = [], []
+
+        for page_no, page_records, request_params, response in self.iter_paginated(
+            endpoint=endpoint,
+            params=params,
+            page_size=page_size,
+            page_field=page_field,
+            size_field=size_field,
+            data_path=data_path,
+            list_key=list_key,
+            page_start=page_start,
+            page_end=page_end,
+        ):
+            records.extend(page_records)
+            pages_meta.append(
+                {"page": page_no, "request": request_params, "response": response}
+            )
+
         return records, pages_meta
+
+    # ------------------------------------------------------------------ 响应解析
+    @classmethod
+    def _extract_list(
+        cls, payload: dict | list, data_path: tuple, list_key: str | Sequence[str] | None
+    ) -> list:
+        """根据 data_path/list_key 提取列表结构，兼容常见字段名。"""
+        cur: object = payload
+
+        if isinstance(cur, list):
+            return cur
+
+        for key in data_path:
+            if isinstance(cur, dict):
+                cur = cur.get(key)
+            else:
+                cur = None
+            if cur is None:
+                break
+
+        if isinstance(cur, list):
+            return cur
+
+        if isinstance(cur, dict):
+            if list_key:
+                keys = (list_key,) if isinstance(list_key, str) else tuple(list_key)
+                for k in keys:
+                    if isinstance(cur.get(k), list):
+                        return cur[k]
+
+            for k in DEFAULT_LIST_KEYS:
+                if isinstance(cur.get(k), list):
+                    return cur[k]
+
+            for v in cur.values():
+                if isinstance(v, list):
+                    return v
+
+        return []

etl_billiards/api/local_json_client.py

@@ -0,0 +1,74 @@
+# -*- coding: utf-8 -*-
+"""本地 JSON 客户端，模拟 APIClient 的分页接口，从落盘的 JSON 回放数据。"""
+from __future__ import annotations
+
+import json
+from pathlib import Path
+from typing import Iterable, Tuple
+
+from api.client import APIClient
+from utils.json_store import endpoint_to_filename
+
+
+class LocalJsonClient:
+    """
+    读取 RecordingAPIClient 生成的 JSON，提供 iter_paginated/get_paginated 接口。
+    """
+
+    def __init__(self, base_dir: str | Path):
+        self.base_dir = Path(base_dir)
+        if not self.base_dir.exists():
+            raise FileNotFoundError(f"JSON 目录不存在: {self.base_dir}")
+
+    def iter_paginated(
+        self,
+        endpoint: str,
+        params: dict | None,
+        page_size: int = 200,
+        page_field: str = "page",
+        size_field: str = "limit",
+        data_path: tuple = ("data",),
+        list_key: str | None = None,
+    ) -> Iterable[Tuple[int, list, dict, dict]]:
+        file_path = self.base_dir / endpoint_to_filename(endpoint)
+        if not file_path.exists():
+            raise FileNotFoundError(f"未找到匹配的 JSON 文件: {file_path}")
+
+        with file_path.open("r", encoding="utf-8") as fp:
+            payload = json.load(fp)
+
+        pages = payload.get("pages")
+        if not isinstance(pages, list) or not pages:
+            pages = [{"page": 1, "request": params or {}, "response": payload}]
+
+        for idx, page in enumerate(pages, start=1):
+            response = page.get("response", {})
+            request_params = page.get("request") or {}
+            page_no = page.get("page") or idx
+            records = APIClient._extract_list(response, data_path, list_key)  # type: ignore[attr-defined]
+            yield page_no, records, request_params, response
+
+    def get_paginated(
+        self,
+        endpoint: str,
+        params: dict,
+        page_size: int = 200,
+        page_field: str = "page",
+        size_field: str = "limit",
+        data_path: tuple = ("data",),
+        list_key: str | None = None,
+    ) -> tuple[list, list]:
+        records: list = []
+        pages_meta: list = []
+        for page_no, page_records, request_params, response in self.iter_paginated(
+            endpoint=endpoint,
+            params=params,
+            page_size=page_size,
+            page_field=page_field,
+            size_field=size_field,
+            data_path=data_path,
+            list_key=list_key,
+        ):
+            records.extend(page_records)
+            pages_meta.append({"page": page_no, "request": request_params, "response": response})
+        return records, pages_meta

etl_billiards/api/recording_client.py

@@ -0,0 +1,118 @@
+# -*- coding: utf-8 -*-
+"""包装 APIClient，将分页响应落盘便于后续本地清洗。"""
+from __future__ import annotations
+
+from datetime import datetime
+from pathlib import Path
+from typing import Any, Iterable, Tuple
+
+from api.client import APIClient
+from utils.json_store import dump_json, endpoint_to_filename
+
+
+class RecordingAPIClient:
+    """
+    代理 APIClient，在调用 iter_paginated/get_paginated 时同时把响应写入 JSON 文件。
+    文件名根据 endpoint 生成，写入到指定 output_dir。
+    """
+
+    def __init__(
+        self,
+        base_client: APIClient,
+        output_dir: Path | str,
+        task_code: str,
+        run_id: int,
+        write_pretty: bool = False,
+    ):
+        self.base = base_client
+        self.output_dir = Path(output_dir)
+        self.output_dir.mkdir(parents=True, exist_ok=True)
+        self.task_code = task_code
+        self.run_id = run_id
+        self.write_pretty = write_pretty
+        self.last_dump: dict[str, Any] | None = None
+
+    # ------------------------------------------------------------------ public API
+    def iter_paginated(
+        self,
+        endpoint: str,
+        params: dict | None,
+        page_size: int = 200,
+        page_field: str = "page",
+        size_field: str = "limit",
+        data_path: tuple = ("data",),
+        list_key: str | None = None,
+    ) -> Iterable[Tuple[int, list, dict, dict]]:
+        pages: list[dict[str, Any]] = []
+        total_records = 0
+
+        for page_no, records, request_params, response in self.base.iter_paginated(
+            endpoint=endpoint,
+            params=params,
+            page_size=page_size,
+            page_field=page_field,
+            size_field=size_field,
+            data_path=data_path,
+            list_key=list_key,
+        ):
+            pages.append({"page": page_no, "request": request_params, "response": response})
+            total_records += len(records)
+            yield page_no, records, request_params, response
+
+        self._dump(endpoint, params, page_size, pages, total_records)
+
+    def get_paginated(
+        self,
+        endpoint: str,
+        params: dict,
+        page_size: int = 200,
+        page_field: str = "page",
+        size_field: str = "limit",
+        data_path: tuple = ("data",),
+        list_key: str | None = None,
+    ) -> tuple[list, list]:
+        records: list = []
+        pages_meta: list = []
+
+        for page_no, page_records, request_params, response in self.iter_paginated(
+            endpoint=endpoint,
+            params=params,
+            page_size=page_size,
+            page_field=page_field,
+            size_field=size_field,
+            data_path=data_path,
+            list_key=list_key,
+        ):
+            records.extend(page_records)
+            pages_meta.append({"page": page_no, "request": request_params, "response": response})
+
+        return records, pages_meta
+
+    # ------------------------------------------------------------------ internal
+    def _dump(
+        self,
+        endpoint: str,
+        params: dict | None,
+        page_size: int,
+        pages: list[dict[str, Any]],
+        total_records: int,
+    ):
+        filename = endpoint_to_filename(endpoint)
+        path = self.output_dir / filename
+        payload = {
+            "task_code": self.task_code,
+            "run_id": self.run_id,
+            "endpoint": endpoint,
+            "params": params or {},
+            "page_size": page_size,
+            "pages": pages,
+            "total_records": total_records,
+            "dumped_at": datetime.utcnow().isoformat() + "Z",
+        }
+        dump_json(path, payload, pretty=self.write_pretty)
+        self.last_dump = {
+            "file": str(path),
+            "endpoint": endpoint,
+            "pages": len(pages),
+            "records": total_records,
+        }

etl_billiards/cli/main.py

@@ -36,13 +36,25 @@ def parse_args():
     
     # API参数
     parser.add_argument("--api-base", help="API基础URL")
-    parser.add_argument("--api-token", help="API令牌")
+    parser.add_argument("--api-token", "--token", dest="api_token", help="API令牌（Bearer Token）")
     parser.add_argument("--api-timeout", type=int, help="API超时(秒)")
     parser.add_argument("--api-page-size", type=int, help="分页大小")
+    parser.add_argument("--api-retry-max", type=int, help="API重试最大次数")
     
     # 目录参数
     parser.add_argument("--export-root", help="导出根目录")
     parser.add_argument("--log-root", help="日志根目录")
+
+    # 抓取/清洗管线
+    parser.add_argument("--pipeline-flow", choices=["FULL", "FETCH_ONLY", "INGEST_ONLY"], help="流水线模式")
+    parser.add_argument("--fetch-root", help="抓取JSON输出根目录")
+    parser.add_argument("--ingest-source", help="本地清洗入库源目录")
+    parser.add_argument("--write-pretty-json", action="store_true", help="抓取JSON美化输出")
+
+    # 运行窗口
+    parser.add_argument("--idle-start", help="闲时窗口开始(HH:MM)")
+    parser.add_argument("--idle-end", help="闲时窗口结束(HH:MM)")
+    parser.add_argument("--allow-empty-advance", action="store_true", help="允许空结果推进窗口")
     
     return parser.parse_args()
 
@@ -77,12 +89,32 @@ def build_cli_overrides(args) -> dict:
         overrides.setdefault("api", {})["timeout_sec"] = args.api_timeout
     if args.api_page_size:
         overrides.setdefault("api", {})["page_size"] = args.api_page_size
+    if args.api_retry_max:
+        overrides.setdefault("api", {}).setdefault("retries", {})["max_attempts"] = args.api_retry_max
     
     # 目录
     if args.export_root:
         overrides.setdefault("io", {})["export_root"] = args.export_root
     if args.log_root:
         overrides.setdefault("io", {})["log_root"] = args.log_root
+
+    # 抓取/清洗管线
+    if args.pipeline_flow:
+        overrides.setdefault("pipeline", {})["flow"] = args.pipeline_flow.upper()
+    if args.fetch_root:
+        overrides.setdefault("pipeline", {})["fetch_root"] = args.fetch_root
+    if args.ingest_source:
+        overrides.setdefault("pipeline", {})["ingest_source_dir"] = args.ingest_source
+    if args.write_pretty_json:
+        overrides.setdefault("io", {})["write_pretty_json"] = True
+
+    # 运行窗口
+    if args.idle_start:
+        overrides.setdefault("run", {}).setdefault("idle_window", {})["start"] = args.idle_start
+    if args.idle_end:
+        overrides.setdefault("run", {}).setdefault("idle_window", {})["end"] = args.idle_end
+    if args.allow_empty_advance:
+        overrides.setdefault("run", {})["allow_empty_result_advance"] = True
     
     # 任务
     if args.tasks:

etl_billiards/config/defaults.py

@@ -1,12 +1,12 @@
 # -*- coding: utf-8 -*-
-"""配置默认值"""
+"""配置默认值定义"""
 
 DEFAULTS = {
     "app": {
         "timezone": "Asia/Taipei",
         "store_id": "",
         "schema_oltp": "billiards",
-        "schema_etl":  "etl_admin",
+        "schema_etl": "etl_admin",
     },
     "db": {
         "dsn": "",
@@ -15,20 +15,21 @@ DEFAULTS = {
         "name": "",
         "user": "",
         "password": "",
-        "connect_timeout_sec": 5,
+        "connect_timeout_sec": 20,
         "batch_size": 1000,
         "session": {
             "timezone": "Asia/Taipei",
             "statement_timeout_ms": 30000,
             "lock_timeout_ms": 5000,
-            "idle_in_tx_timeout_ms": 600000
+            "idle_in_tx_timeout_ms": 600000,
         },
     },
     "api": {
-        "base_url": None,
+        "base_url": "https://pc.ficoo.vip/apiprod/admin/v1",
         "token": None,
         "timeout_sec": 20,
         "page_size": 200,
+        "params": {},
         "retries": {
             "max_attempts": 3,
             "backoff_sec": [1, 2, 4],
@@ -37,9 +38,19 @@ DEFAULTS = {
     },
     "run": {
         "tasks": [
-            "PRODUCTS", "TABLES", "MEMBERS", "ASSISTANTS", "PACKAGES_DEF",
-            "ORDERS", "PAYMENTS", "REFUNDS", "COUPON_USAGE", "INVENTORY_CHANGE",
-            "TOPUPS", "TABLE_DISCOUNT", "ASSISTANT_ABOLISH",
+            "PRODUCTS",
+            "TABLES",
+            "MEMBERS",
+            "ASSISTANTS",
+            "PACKAGES_DEF",
+            "ORDERS",
+            "PAYMENTS",
+            "REFUNDS",
+            "COUPON_USAGE",
+            "INVENTORY_CHANGE",
+            "TOPUPS",
+            "TABLE_DISCOUNT",
+            "ASSISTANT_ABOLISH",
             "LEDGER",
         ],
         "window_minutes": {
@@ -49,18 +60,26 @@ DEFAULTS = {
         "overlap_seconds": 120,
         "idle_window": {
             "start": "04:00",
-            "end":   "16:00",
+            "end": "16:00",
         },
         "allow_empty_result_advance": True,
     },
     "io": {
-        "export_root": r"D:\LLZQ\DB\export",
-        "log_root":    r"D:\LLZQ\DB\logs",
+        "export_root": r"C:\dev\LLTQ\export\JSON",
+        "log_root": r"C:\dev\LLTQ\export\LOG",
         "manifest_name": "manifest.json",
         "ingest_report_name": "ingest_report.json",
-        "write_pretty_json": False,
+        "write_pretty_json": True,
         "max_file_bytes": 50 * 1024 * 1024,
     },
+    "pipeline": {
+        # 运行流程：FETCH_ONLY（仅在线抓取落盘）、INGEST_ONLY（本地清洗入库）、FULL（抓取 + 清洗入库）
+        "flow": "FULL",
+        # 在线抓取 JSON 输出根目录（按任务、run_id 与时间自动创建子目录）
+        "fetch_root": r"C:\dev\LLTQ\export\JSON",
+        # 本地清洗入库时的 JSON 输入目录（为空则默认使用本次抓取目录）
+        "ingest_source_dir": "",
+    },
     "clean": {
         "log_unknown_fields": True,
         "unknown_fields_limit": 50,
@@ -76,20 +95,26 @@ DEFAULTS = {
         "redact_keys": ["token", "password", "Authorization"],
         "echo_token_in_logs": False,
     },
+    "ods": {
+        # ODS 离线重建/回放相关（仅开发/运维使用）
+        "json_doc_dir": r"C:\dev\LLTQ\export\test-json-doc",
+        "include_files": "",
+        "drop_schema_first": True,
+    },
 }
 
 # 任务代码常量
-TASK_ORDERS            = "ORDERS"
-TASK_PAYMENTS          = "PAYMENTS"
-TASK_REFUNDS           = "REFUNDS"
-TASK_INVENTORY_CHANGE  = "INVENTORY_CHANGE"
-TASK_COUPON_USAGE      = "COUPON_USAGE"
-TASK_MEMBERS           = "MEMBERS"
-TASK_ASSISTANTS        = "ASSISTANTS"
-TASK_PRODUCTS          = "PRODUCTS"
-TASK_TABLES            = "TABLES"
-TASK_PACKAGES_DEF      = "PACKAGES_DEF"
-TASK_TOPUPS            = "TOPUPS"
-TASK_TABLE_DISCOUNT    = "TABLE_DISCOUNT"
+TASK_ORDERS = "ORDERS"
+TASK_PAYMENTS = "PAYMENTS"
+TASK_REFUNDS = "REFUNDS"
+TASK_INVENTORY_CHANGE = "INVENTORY_CHANGE"
+TASK_COUPON_USAGE = "COUPON_USAGE"
+TASK_MEMBERS = "MEMBERS"
+TASK_ASSISTANTS = "ASSISTANTS"
+TASK_PRODUCTS = "PRODUCTS"
+TASK_TABLES = "TABLES"
+TASK_PACKAGES_DEF = "PACKAGES_DEF"
+TASK_TOPUPS = "TOPUPS"
+TASK_TABLE_DISCOUNT = "TABLE_DISCOUNT"
 TASK_ASSISTANT_ABOLISH = "ASSISTANT_ABOLISH"
-TASK_LEDGER            = "LEDGER"
+TASK_LEDGER = "LEDGER"

etl_billiards/config/env_parser.py

@@ -2,36 +2,59 @@
 """环境变量解析"""
 import os
 import json
+from pathlib import Path
 from copy import deepcopy
 
 ENV_MAP = {
-    "TIMEZONE":               ("app.timezone",),
-    "STORE_ID":               ("app.store_id",),
-    "SCHEMA_OLTP":            ("app.schema_oltp",),
-    "SCHEMA_ETL":             ("app.schema_etl",),
-    "PG_DSN":                 ("db.dsn",),
-    "PG_HOST":                ("db.host",),
-    "PG_PORT":                ("db.port",),
-    "PG_NAME":                ("db.name",),
-    "PG_USER":                ("db.user",),
-    "PG_PASSWORD":            ("db.password",),
-    "API_BASE":               ("api.base_url",),
-    "API_TOKEN":              ("api.token",),
-    "API_TIMEOUT":            ("api.timeout_sec",),
-    "API_PAGE_SIZE":          ("api.page_size",),
-    "EXPORT_ROOT":            ("io.export_root",),
-    "LOG_ROOT":               ("io.log_root",),
-    "OVERLAP_SECONDS":        ("run.overlap_seconds",),
-    "WINDOW_BUSY_MIN":        ("run.window_minutes.default_busy",),
-    "WINDOW_IDLE_MIN":        ("run.window_minutes.default_idle",),
+    "TIMEZONE": ("app.timezone",),
+    "STORE_ID": ("app.store_id",),
+    "SCHEMA_OLTP": ("app.schema_oltp",),
+    "SCHEMA_ETL": ("app.schema_etl",),
+    "PG_DSN": ("db.dsn",),
+    "PG_HOST": ("db.host",),
+    "PG_PORT": ("db.port",),
+    "PG_NAME": ("db.name",),
+    "PG_USER": ("db.user",),
+    "PG_PASSWORD": ("db.password",),
+    "PG_CONNECT_TIMEOUT": ("db.connect_timeout_sec",),
+    "API_BASE": ("api.base_url",),
+    "API_TOKEN": ("api.token",),
+    "FICOO_TOKEN": ("api.token",),
+    "API_TIMEOUT": ("api.timeout_sec",),
+    "API_PAGE_SIZE": ("api.page_size",),
+    "API_RETRY_MAX": ("api.retries.max_attempts",),
+    "API_RETRY_BACKOFF": ("api.retries.backoff_sec",),
+    "API_PARAMS": ("api.params",),
+    "EXPORT_ROOT": ("io.export_root",),
+    "LOG_ROOT": ("io.log_root",),
+    "MANIFEST_NAME": ("io.manifest_name",),
+    "INGEST_REPORT_NAME": ("io.ingest_report_name",),
+    "WRITE_PRETTY_JSON": ("io.write_pretty_json",),
+    "RUN_TASKS": ("run.tasks",),
+    "OVERLAP_SECONDS": ("run.overlap_seconds",),
+    "WINDOW_BUSY_MIN": ("run.window_minutes.default_busy",),
+    "WINDOW_IDLE_MIN": ("run.window_minutes.default_idle",),
+    "IDLE_START": ("run.idle_window.start",),
+    "IDLE_END": ("run.idle_window.end",),
+    "IDLE_WINDOW_START": ("run.idle_window.start",),
+    "IDLE_WINDOW_END": ("run.idle_window.end",),
+    "ALLOW_EMPTY_RESULT_ADVANCE": ("run.allow_empty_result_advance",),
+    "ALLOW_EMPTY_ADVANCE": ("run.allow_empty_result_advance",),
+    "PIPELINE_FLOW": ("pipeline.flow",),
+    "JSON_FETCH_ROOT": ("pipeline.fetch_root",),
+    "JSON_SOURCE_DIR": ("pipeline.ingest_source_dir",),
+    "FETCH_ROOT": ("pipeline.fetch_root",),
+    "INGEST_SOURCE_DIR": ("pipeline.ingest_source_dir",),
 }
 
+
 def _deep_set(d, dotted_keys, value):
     cur = d
     for k in dotted_keys[:-1]:
         cur = cur.setdefault(k, {})
     cur[dotted_keys[-1]] = value
 
+
 def _coerce_env(v: str):
     if v is None:
         return None
@@ -50,13 +73,103 @@ def _coerce_env(v: str):
             return s
     return s
 
-def load_env_overrides(defaults: dict) -> dict:
-    cfg = deepcopy(defaults)
+
+def _strip_inline_comment(value: str) -> str:
+    """去掉未被引号包裹的内联注释"""
+    result = []
+    in_quote = False
+    quote_char = ""
+    escape = False
+    for ch in value:
+        if escape:
+            result.append(ch)
+            escape = False
+            continue
+        if ch == "\\":
+            escape = True
+            result.append(ch)
+            continue
+        if ch in ("'", '"'):
+            if not in_quote:
+                in_quote = True
+                quote_char = ch
+            elif quote_char == ch:
+                in_quote = False
+                quote_char = ""
+            result.append(ch)
+            continue
+        if ch == "#" and not in_quote:
+            break
+        result.append(ch)
+    return "".join(result).rstrip()
+
+
+def _unquote_value(value: str) -> str:
+    """处理引号/原始字符串以及尾随逗号"""
+    trimmed = value.strip()
+    trimmed = _strip_inline_comment(trimmed)
+    trimmed = trimmed.rstrip(",").rstrip()
+    if not trimmed:
+        return trimmed
+    if len(trimmed) >= 2 and trimmed[0] in ("'", '"') and trimmed[-1] == trimmed[0]:
+        return trimmed[1:-1]
+    if (
+        len(trimmed) >= 3
+        and trimmed[0] in ("r", "R")
+        and trimmed[1] in ("'", '"')
+        and trimmed[-1] == trimmed[1]
+    ):
+        return trimmed[2:-1]
+    return trimmed
+
+
+def _parse_dotenv_line(line: str) -> tuple[str, str] | None:
+    """解析 .env 文件中的单行"""
+    stripped = line.strip()
+    if not stripped or stripped.startswith("#"):
+        return None
+    if stripped.startswith("export "):
+        stripped = stripped[len("export ") :].strip()
+    if "=" not in stripped:
+        return None
+    key, value = stripped.split("=", 1)
+    key = key.strip()
+    value = _unquote_value(value)
+    return key, value
+
+
+def _load_dotenv_values() -> dict:
+    """从项目根目录读取 .env 文件键值"""
+    if os.environ.get("ETL_SKIP_DOTENV") in ("1", "true", "TRUE", "True"):
+        return {}
+    root = Path(__file__).resolve().parents[1]
+    dotenv_path = root / ".env"
+    if not dotenv_path.exists():
+        return {}
+    values: dict[str, str] = {}
+    for line in dotenv_path.read_text(encoding="utf-8", errors="ignore").splitlines():
+        parsed = _parse_dotenv_line(line)
+        if parsed:
+            key, value = parsed
+            values[key] = value
+    return values
+
+
+def _apply_env_values(cfg: dict, source: dict):
     for env_key, dotted in ENV_MAP.items():
-        val = os.environ.get(env_key)
+        val = source.get(env_key)
         if val is None:
             continue
         v2 = _coerce_env(val)
         for path in dotted:
+            if path == "run.tasks" and isinstance(v2, str):
+                v2 = [item.strip() for item in v2.split(",") if item.strip()]
             _deep_set(cfg, path.split("."), v2)
+
+
+def load_env_overrides(defaults: dict) -> dict:
+    cfg = deepcopy(defaults)
+    # 先读取 .env，再读取真实环境变量，确保 CLI 仍然最高优先级
+    _apply_env_values(cfg, _load_dotenv_values())
+    _apply_env_values(cfg, os.environ)
     return cfg

etl_billiards/config/settings.py

@@ -49,6 +49,13 @@ class AppConfig:
                 f"@{cfg['db']['host']}:{cfg['db']['port']}/{cfg['db']['name']}"
             )
         
+        # connect_timeout 限定 1-20 秒
+        try:
+            timeout_sec = int(cfg["db"].get("connect_timeout_sec") or 5)
+        except Exception:
+            raise SystemExit("db.connect_timeout_sec 必须为整数")
+        cfg["db"]["connect_timeout_sec"] = max(1, min(timeout_sec, 20))
+
         # 会话参数
         cfg["db"].setdefault("session", {})
         sess = cfg["db"]["session"]

etl_billiards/database/connection.py

@@ -1,49 +1,62 @@
 # -*- coding: utf-8 -*-
-"""数据库连接管理"""
+"""Database connection manager with capped connect_timeout."""
+
 import psycopg2
 import psycopg2.extras
 
+
 class DatabaseConnection:
-    """数据库连接管理器"""
-    
+    """Wrap psycopg2 connection with session parameters and timeout guard."""
+
     def __init__(self, dsn: str, session: dict = None, connect_timeout: int = None):
-        self.conn = psycopg2.connect(dsn, connect_timeout=(connect_timeout or 5))
+        timeout_val = connect_timeout if connect_timeout is not None else 5
+        # PRD: database connect_timeout must not exceed 20 seconds.
+        timeout_val = max(1, min(int(timeout_val), 20))
+
+        self.conn = psycopg2.connect(dsn, connect_timeout=timeout_val)
         self.conn.autocommit = False
-        
-        # 设置会话参数
+
+        # Session parameters (timezone, statement timeout, etc.)
         if session:
             with self.conn.cursor() as c:
                 if session.get("timezone"):
                     c.execute("SET TIME ZONE %s", (session["timezone"],))
                 if session.get("statement_timeout_ms") is not None:
-                    c.execute("SET statement_timeout = %s", (int(session["statement_timeout_ms"]),))
+                    c.execute(
+                        "SET statement_timeout = %s",
+                        (int(session["statement_timeout_ms"]),),
+                    )
                 if session.get("lock_timeout_ms") is not None:
-                    c.execute("SET lock_timeout = %s", (int(session["lock_timeout_ms"]),))
+                    c.execute(
+                        "SET lock_timeout = %s", (int(session["lock_timeout_ms"]),)
+                    )
                 if session.get("idle_in_tx_timeout_ms") is not None:
-                    c.execute("SET idle_in_transaction_session_timeout = %s", 
-                             (int(session["idle_in_tx_timeout_ms"]),))
-    
+                    c.execute(
+                        "SET idle_in_transaction_session_timeout = %s",
+                        (int(session["idle_in_tx_timeout_ms"]),),
+                    )
+
     def query(self, sql: str, args=None):
-        """执行查询并返回结果"""
+        """Execute a query and fetch all rows."""
         with self.conn.cursor(cursor_factory=psycopg2.extras.RealDictCursor) as c:
             c.execute(sql, args)
             return c.fetchall()
-    
+
     def execute(self, sql: str, args=None):
-        """执行SQL语句"""
+        """Execute a SQL statement without returning rows."""
         with self.conn.cursor() as c:
             c.execute(sql, args)
-    
+
     def commit(self):
-        """提交事务"""
+        """Commit current transaction."""
         self.conn.commit()
-    
+
     def rollback(self):
-        """回滚事务"""
+        """Rollback current transaction."""
         self.conn.rollback()
-    
+
     def close(self):
-        """关闭连接"""
+        """Safely close the connection."""
         try:
             self.conn.close()
         except Exception:

etl_billiards/database/operations.py

@@ -7,6 +7,7 @@ class DatabaseOperations:
     """数据库批量操作封装"""
     
     def __init__(self, connection):
+        self._connection = connection
         self.conn = connection.conn
     
     def batch_execute(self, sql: str, rows: list, page_size: int = 1000):
@@ -75,3 +76,24 @@ class DatabaseOperations:
         if isinstance(rec, dict):
             return bool(rec.get("inserted"))
         return False
+
+    # --- pass-through helpers -------------------------------------------------
+    def commit(self):
+        """提交事务（委托给底层连接）"""
+        self._connection.commit()
+
+    def rollback(self):
+        """回滚事务（委托给底层连接）"""
+        self._connection.rollback()
+
+    def query(self, sql: str, args=None):
+        """执行查询并返回结果"""
+        return self._connection.query(sql, args)
+
+    def execute(self, sql: str, args=None):
+        """执行任意 SQL"""
+        self._connection.execute(sql, args)
+
+    def cursor(self):
+        """暴露原生 cursor，供特殊操作使用"""
+        return self.conn.cursor()

etl_billiards/database/schema_etl_admin.sql

@@ -0,0 +1,105 @@
+-- 文件说明：etl_admin 调度元数据 DDL（独立文件，便于初始化任务单独执行）。
+-- 包含任务注册表、游标表、运行记录表；字段注释使用中文。
+
+CREATE SCHEMA IF NOT EXISTS etl_admin;
+
+CREATE TABLE IF NOT EXISTS etl_admin.etl_task (
+    task_id                 BIGSERIAL PRIMARY KEY,
+    task_code               TEXT            NOT NULL,
+    store_id                BIGINT          NOT NULL,
+    enabled                 BOOLEAN         DEFAULT TRUE,
+    cursor_field            TEXT,
+    window_minutes_default  INT             DEFAULT 30,
+    overlap_seconds         INT             DEFAULT 120,
+    page_size               INT             DEFAULT 200,
+    retry_max               INT             DEFAULT 3,
+    params                  JSONB           DEFAULT '{}'::jsonb,
+    created_at              TIMESTAMPTZ     DEFAULT now(),
+    updated_at              TIMESTAMPTZ     DEFAULT now(),
+    UNIQUE (task_code, store_id)
+);
+COMMENT ON TABLE etl_admin.etl_task IS '任务注册表：调度依据的任务清单（与 task_registry 中的任务码对应）。';
+COMMENT ON COLUMN etl_admin.etl_task.task_code IS '任务编码，需与代码中的任务码一致。';
+COMMENT ON COLUMN etl_admin.etl_task.store_id IS '门店/租户粒度，区分多门店执行。';
+COMMENT ON COLUMN etl_admin.etl_task.enabled IS '是否启用此任务。';
+COMMENT ON COLUMN etl_admin.etl_task.cursor_field IS '增量游标字段名（可选）。';
+COMMENT ON COLUMN etl_admin.etl_task.window_minutes_default IS '默认时间窗口（分钟）。';
+COMMENT ON COLUMN etl_admin.etl_task.overlap_seconds IS '窗口重叠秒数，用于防止遗漏。';
+COMMENT ON COLUMN etl_admin.etl_task.page_size IS '默认分页大小。';
+COMMENT ON COLUMN etl_admin.etl_task.retry_max IS 'API重试次数上限。';
+COMMENT ON COLUMN etl_admin.etl_task.params IS '任务级自定义参数 JSON。';
+COMMENT ON COLUMN etl_admin.etl_task.created_at IS '创建时间。';
+COMMENT ON COLUMN etl_admin.etl_task.updated_at IS '更新时间。';
+
+CREATE TABLE IF NOT EXISTS etl_admin.etl_cursor (
+    cursor_id   BIGSERIAL PRIMARY KEY,
+    task_id     BIGINT      NOT NULL REFERENCES etl_admin.etl_task(task_id) ON DELETE CASCADE,
+    store_id    BIGINT      NOT NULL,
+    last_start  TIMESTAMPTZ,
+    last_end    TIMESTAMPTZ,
+    last_id     BIGINT,
+    last_run_id BIGINT,
+    extra       JSONB       DEFAULT '{}'::jsonb,
+    created_at  TIMESTAMPTZ DEFAULT now(),
+    updated_at  TIMESTAMPTZ DEFAULT now(),
+    UNIQUE (task_id, store_id)
+);
+COMMENT ON TABLE etl_admin.etl_cursor IS '任务游标表：记录每个任务/门店的增量窗口及最后 run。';
+COMMENT ON COLUMN etl_admin.etl_cursor.task_id IS '关联 etl_task.task_id。';
+COMMENT ON COLUMN etl_admin.etl_cursor.store_id IS '门店/租户粒度。';
+COMMENT ON COLUMN etl_admin.etl_cursor.last_start IS '上次窗口开始时间（含重叠偏移）。';
+COMMENT ON COLUMN etl_admin.etl_cursor.last_end IS '上次窗口结束时间。';
+COMMENT ON COLUMN etl_admin.etl_cursor.last_id IS '上次处理的最大主键/游标值（可选）。';
+COMMENT ON COLUMN etl_admin.etl_cursor.last_run_id IS '上次运行ID，对应 etl_run.run_id。';
+COMMENT ON COLUMN etl_admin.etl_cursor.extra IS '附加游标信息 JSON。';
+COMMENT ON COLUMN etl_admin.etl_cursor.created_at IS '创建时间。';
+COMMENT ON COLUMN etl_admin.etl_cursor.updated_at IS '更新时间。';
+
+CREATE TABLE IF NOT EXISTS etl_admin.etl_run (
+    run_id          BIGSERIAL PRIMARY KEY,
+    run_uuid        TEXT            NOT NULL,
+    task_id         BIGINT          NOT NULL REFERENCES etl_admin.etl_task(task_id) ON DELETE CASCADE,
+    store_id        BIGINT          NOT NULL,
+    status          TEXT            NOT NULL,
+    started_at      TIMESTAMPTZ     DEFAULT now(),
+    ended_at        TIMESTAMPTZ,
+    window_start    TIMESTAMPTZ,
+    window_end      TIMESTAMPTZ,
+    window_minutes  INT,
+    overlap_seconds INT,
+    fetched_count   INT             DEFAULT 0,
+    loaded_count    INT             DEFAULT 0,
+    updated_count   INT             DEFAULT 0,
+    skipped_count   INT             DEFAULT 0,
+    error_count     INT             DEFAULT 0,
+    unknown_fields  INT             DEFAULT 0,
+    export_dir      TEXT,
+    log_path        TEXT,
+    request_params  JSONB           DEFAULT '{}'::jsonb,
+    manifest        JSONB           DEFAULT '{}'::jsonb,
+    error_message   TEXT,
+    extra           JSONB           DEFAULT '{}'::jsonb
+);
+COMMENT ON TABLE etl_admin.etl_run IS '运行记录表：记录每次任务执行的窗口、状态、计数与日志路径。';
+COMMENT ON COLUMN etl_admin.etl_run.run_uuid IS '本次调度的唯一标识。';
+COMMENT ON COLUMN etl_admin.etl_run.task_id IS '关联 etl_task.task_id。';
+COMMENT ON COLUMN etl_admin.etl_run.store_id IS '门店/租户粒度。';
+COMMENT ON COLUMN etl_admin.etl_run.status IS '运行状态（SUCC/FAIL/PARTIAL 等）。';
+COMMENT ON COLUMN etl_admin.etl_run.started_at IS '开始时间。';
+COMMENT ON COLUMN etl_admin.etl_run.ended_at IS '结束时间。';
+COMMENT ON COLUMN etl_admin.etl_run.window_start IS '本次窗口开始时间。';
+COMMENT ON COLUMN etl_admin.etl_run.window_end IS '本次窗口结束时间。';
+COMMENT ON COLUMN etl_admin.etl_run.window_minutes IS '窗口跨度（分钟）。';
+COMMENT ON COLUMN etl_admin.etl_run.overlap_seconds IS '窗口重叠秒数。';
+COMMENT ON COLUMN etl_admin.etl_run.fetched_count IS '抓取/读取的记录数。';
+COMMENT ON COLUMN etl_admin.etl_run.loaded_count IS '插入的记录数。';
+COMMENT ON COLUMN etl_admin.etl_run.updated_count IS '更新的记录数。';
+COMMENT ON COLUMN etl_admin.etl_run.skipped_count IS '跳过的记录数。';
+COMMENT ON COLUMN etl_admin.etl_run.error_count IS '错误记录数。';
+COMMENT ON COLUMN etl_admin.etl_run.unknown_fields IS '未知字段计数（清洗阶段）。';
+COMMENT ON COLUMN etl_admin.etl_run.export_dir IS '抓取/导出目录。';
+COMMENT ON COLUMN etl_admin.etl_run.log_path IS '日志路径。';
+COMMENT ON COLUMN etl_admin.etl_run.request_params IS '请求参数 JSON。';
+COMMENT ON COLUMN etl_admin.etl_run.manifest IS '运行产出清单/统计 JSON。';
+COMMENT ON COLUMN etl_admin.etl_run.error_message IS '错误信息（若失败）。';
+COMMENT ON COLUMN etl_admin.etl_run.extra IS '附加字段，保留扩展。';

etl_billiards/database/seed_ods_tasks.sql

@@ -0,0 +1,41 @@
+-- 灏嗘柊鐨?ODS 浠诲姟娉ㄥ唽鍒?etl_admin.etl_task锛堟牴鎹渶瑕佹浛鎹?store_id锛?
+-- 浣跨敤鏂瑰紡锛堢ず渚嬶級锛?
+--   psql "$PG_DSN" -f etl_billiards/database/seed_ods_tasks.sql
+-- 鎴栬€呭湪 psql 涓墽琛屾湰鏂囦欢鍐呭銆?
+
+WITH target_store AS (
+    SELECT 2790685415443269::bigint AS store_id  -- TODO: 鏇挎崲涓哄疄闄?store_id
+),
+task_codes AS (
+    SELECT unnest(ARRAY[
+        'assistant_accounts_masterS',
+        'assistant_service_records',
+        'assistant_cancellation_records',
+        'goods_stock_movements',
+        'ODS_INVENTORY_STOCK',
+        'ODS_PACKAGE',
+        'ODS_GROUP_BUY_REDEMPTION',
+        'ODS_MEMBER',
+        'ODS_MEMBER_BALANCE',
+        'member_stored_value_cards',
+        'ODS_PAYMENT',
+        'ODS_REFUND',
+        'platform_coupon_redemption_records',
+        'recharge_settlements',
+        'ODS_TABLES',
+        'ODS_GOODS_CATEGORY',
+        'ODS_STORE_GOODS',
+        'table_fee_discount_records',
+        'ODS_TENANT_GOODS',
+        'ODS_SETTLEMENT_TICKET',
+        'settlement_records',
+        'INIT_ODS_SCHEMA'
+    ]) AS task_code
+)
+INSERT INTO etl_admin.etl_task (task_code, store_id, enabled)
+SELECT t.task_code, s.store_id, TRUE
+FROM task_codes t CROSS JOIN target_store s
+ON CONFLICT (task_code, store_id) DO UPDATE
+SET enabled = EXCLUDED.enabled;
+
+

etl_billiards/loaders/base_loader.py

@@ -1,19 +1,23 @@
 # -*- coding: utf-8 -*-
 """数据加载器基类"""
 
+import logging
+
+
 class BaseLoader:
     """数据加载器基类"""
-    
-    def __init__(self, db_ops):
+
+    def __init__(self, db_ops, logger=None):
         self.db = db_ops
-    
+        self.logger = logger or logging.getLogger(self.__class__.__name__)
+
     def upsert(self, records: list) -> tuple:
         """
-        执行UPSERT操作
+        执行 UPSERT 操作
         返回: (inserted_count, updated_count, skipped_count)
         """
         raise NotImplementedError("子类需实现 upsert 方法")
-    
+
     def _batch_size(self) -> int:
         """批次大小"""
         return 1000

etl_billiards/loaders/dimensions/assistant.py

@@ -0,0 +1,114 @@
+# -*- coding: utf-8 -*-
+"""助教维度加载器"""
+
+from ..base_loader import BaseLoader
+
+
+class AssistantLoader(BaseLoader):
+    """写入 dim_assistant"""
+
+    def upsert_assistants(self, records: list) -> tuple:
+        if not records:
+            return (0, 0, 0)
+
+        sql = """
+        INSERT INTO billiards.dim_assistant (
+            store_id,
+            assistant_id,
+            assistant_no,
+            nickname,
+            real_name,
+            gender,
+            mobile,
+            level,
+            team_id,
+            team_name,
+            assistant_status,
+            work_status,
+            entry_time,
+            resign_time,
+            start_time,
+            end_time,
+            create_time,
+            update_time,
+            system_role_id,
+            online_status,
+            allow_cx,
+            charge_way,
+            pd_unit_price,
+            cx_unit_price,
+            is_guaranteed,
+            is_team_leader,
+            serial_number,
+            show_sort,
+            is_delete,
+            raw_data
+        )
+        VALUES (
+            %(store_id)s,
+            %(assistant_id)s,
+            %(assistant_no)s,
+            %(nickname)s,
+            %(real_name)s,
+            %(gender)s,
+            %(mobile)s,
+            %(level)s,
+            %(team_id)s,
+            %(team_name)s,
+            %(assistant_status)s,
+            %(work_status)s,
+            %(entry_time)s,
+            %(resign_time)s,
+            %(start_time)s,
+            %(end_time)s,
+            %(create_time)s,
+            %(update_time)s,
+            %(system_role_id)s,
+            %(online_status)s,
+            %(allow_cx)s,
+            %(charge_way)s,
+            %(pd_unit_price)s,
+            %(cx_unit_price)s,
+            %(is_guaranteed)s,
+            %(is_team_leader)s,
+            %(serial_number)s,
+            %(show_sort)s,
+            %(is_delete)s,
+            %(raw_data)s
+        )
+        ON CONFLICT (store_id, assistant_id) DO UPDATE SET
+            assistant_no    = EXCLUDED.assistant_no,
+            nickname        = EXCLUDED.nickname,
+            real_name       = EXCLUDED.real_name,
+            gender          = EXCLUDED.gender,
+            mobile          = EXCLUDED.mobile,
+            level           = EXCLUDED.level,
+            team_id         = EXCLUDED.team_id,
+            team_name       = EXCLUDED.team_name,
+            assistant_status= EXCLUDED.assistant_status,
+            work_status     = EXCLUDED.work_status,
+            entry_time      = EXCLUDED.entry_time,
+            resign_time     = EXCLUDED.resign_time,
+            start_time      = EXCLUDED.start_time,
+            end_time        = EXCLUDED.end_time,
+            update_time     = COALESCE(EXCLUDED.update_time, now()),
+            system_role_id  = EXCLUDED.system_role_id,
+            online_status   = EXCLUDED.online_status,
+            allow_cx        = EXCLUDED.allow_cx,
+            charge_way      = EXCLUDED.charge_way,
+            pd_unit_price   = EXCLUDED.pd_unit_price,
+            cx_unit_price   = EXCLUDED.cx_unit_price,
+            is_guaranteed   = EXCLUDED.is_guaranteed,
+            is_team_leader  = EXCLUDED.is_team_leader,
+            serial_number   = EXCLUDED.serial_number,
+            show_sort       = EXCLUDED.show_sort,
+            is_delete       = EXCLUDED.is_delete,
+            raw_data        = EXCLUDED.raw_data,
+            updated_at      = now()
+        RETURNING (xmax = 0) AS inserted
+        """
+
+        inserted, updated = self.db.batch_upsert_with_returning(
+            sql, records, page_size=self._batch_size()
+        )
+        return (inserted, updated, 0)

etl_billiards/loaders/dimensions/package.py

@@ -0,0 +1,91 @@
+# -*- coding: utf-8 -*-
+"""团购/套餐定义加载器"""
+
+from ..base_loader import BaseLoader
+
+
+class PackageDefinitionLoader(BaseLoader):
+    """写入 dim_package_coupon"""
+
+    def upsert_packages(self, records: list) -> tuple:
+        if not records:
+            return (0, 0, 0)
+
+        sql = """
+        INSERT INTO billiards.dim_package_coupon (
+            store_id,
+            package_id,
+            package_code,
+            package_name,
+            table_area_id,
+            table_area_name,
+            selling_price,
+            duration_seconds,
+            start_time,
+            end_time,
+            type,
+            is_enabled,
+            is_delete,
+            usable_count,
+            creator_name,
+            date_type,
+            group_type,
+            coupon_money,
+            area_tag_type,
+            system_group_type,
+            card_type_ids,
+            raw_data
+        )
+        VALUES (
+            %(store_id)s,
+            %(package_id)s,
+            %(package_code)s,
+            %(package_name)s,
+            %(table_area_id)s,
+            %(table_area_name)s,
+            %(selling_price)s,
+            %(duration_seconds)s,
+            %(start_time)s,
+            %(end_time)s,
+            %(type)s,
+            %(is_enabled)s,
+            %(is_delete)s,
+            %(usable_count)s,
+            %(creator_name)s,
+            %(date_type)s,
+            %(group_type)s,
+            %(coupon_money)s,
+            %(area_tag_type)s,
+            %(system_group_type)s,
+            %(card_type_ids)s,
+            %(raw_data)s
+        )
+        ON CONFLICT (store_id, package_id) DO UPDATE SET
+            package_code      = EXCLUDED.package_code,
+            package_name      = EXCLUDED.package_name,
+            table_area_id     = EXCLUDED.table_area_id,
+            table_area_name   = EXCLUDED.table_area_name,
+            selling_price     = EXCLUDED.selling_price,
+            duration_seconds  = EXCLUDED.duration_seconds,
+            start_time        = EXCLUDED.start_time,
+            end_time          = EXCLUDED.end_time,
+            type              = EXCLUDED.type,
+            is_enabled        = EXCLUDED.is_enabled,
+            is_delete         = EXCLUDED.is_delete,
+            usable_count      = EXCLUDED.usable_count,
+            creator_name      = EXCLUDED.creator_name,
+            date_type         = EXCLUDED.date_type,
+            group_type        = EXCLUDED.group_type,
+            coupon_money      = EXCLUDED.coupon_money,
+            area_tag_type     = EXCLUDED.area_tag_type,
+            system_group_type = EXCLUDED.system_group_type,
+            card_type_ids     = EXCLUDED.card_type_ids,
+            raw_data          = EXCLUDED.raw_data,
+            updated_at        = now()
+        RETURNING (xmax = 0) AS inserted
+        """
+
+        inserted, updated = self.db.batch_upsert_with_returning(
+            sql, records, page_size=self._batch_size()
+        )
+        return (inserted, updated, 0)

etl_billiards/loaders/dimensions/table.py

@@ -0,0 +1,80 @@
+# -*- coding: utf-8 -*-
+"""台桌维度加载器"""
+
+from ..base_loader import BaseLoader
+
+
+class TableLoader(BaseLoader):
+    """将台桌档案写入 dim_table"""
+
+    def upsert_tables(self, records: list) -> tuple:
+        """批量写入台桌档案"""
+        if not records:
+            return (0, 0, 0)
+
+        sql = """
+        INSERT INTO billiards.dim_table (
+            store_id,
+            table_id,
+            site_id,
+            area_id,
+            area_name,
+            table_name,
+            table_price,
+            table_status,
+            table_status_name,
+            light_status,
+            is_rest_area,
+            show_status,
+            virtual_table,
+            charge_free,
+            only_allow_groupon,
+            is_online_reservation,
+            created_time,
+            raw_data
+        )
+        VALUES (
+            %(store_id)s,
+            %(table_id)s,
+            %(site_id)s,
+            %(area_id)s,
+            %(area_name)s,
+            %(table_name)s,
+            %(table_price)s,
+            %(table_status)s,
+            %(table_status_name)s,
+            %(light_status)s,
+            %(is_rest_area)s,
+            %(show_status)s,
+            %(virtual_table)s,
+            %(charge_free)s,
+            %(only_allow_groupon)s,
+            %(is_online_reservation)s,
+            %(created_time)s,
+            %(raw_data)s
+        )
+        ON CONFLICT (store_id, table_id) DO UPDATE SET
+            site_id                = EXCLUDED.site_id,
+            area_id                = EXCLUDED.area_id,
+            area_name              = EXCLUDED.area_name,
+            table_name             = EXCLUDED.table_name,
+            table_price            = EXCLUDED.table_price,
+            table_status           = EXCLUDED.table_status,
+            table_status_name      = EXCLUDED.table_status_name,
+            light_status           = EXCLUDED.light_status,
+            is_rest_area           = EXCLUDED.is_rest_area,
+            show_status            = EXCLUDED.show_status,
+            virtual_table          = EXCLUDED.virtual_table,
+            charge_free            = EXCLUDED.charge_free,
+            only_allow_groupon     = EXCLUDED.only_allow_groupon,
+            is_online_reservation  = EXCLUDED.is_online_reservation,
+            created_time           = COALESCE(EXCLUDED.created_time, dim_table.created_time),
+            raw_data               = EXCLUDED.raw_data,
+            updated_at             = now()
+        RETURNING (xmax = 0) AS inserted
+        """
+
+        inserted, updated = self.db.batch_upsert_with_returning(
+            sql, records, page_size=self._batch_size()
+        )
+        return (inserted, updated, 0)

etl_billiards/loaders/facts/assistant_abolish.py

@@ -0,0 +1,64 @@
+# -*- coding: utf-8 -*-
+"""助教作废事实表"""
+
+from ..base_loader import BaseLoader
+
+
+class AssistantAbolishLoader(BaseLoader):
+    """写入 fact_assistant_abolish"""
+
+    def upsert_records(self, records: list) -> tuple:
+        if not records:
+            return (0, 0, 0)
+
+        sql = """
+        INSERT INTO billiards.fact_assistant_abolish (
+            store_id,
+            abolish_id,
+            table_id,
+            table_name,
+            table_area_id,
+            table_area,
+            assistant_no,
+            assistant_name,
+            charge_minutes,
+            abolish_amount,
+            create_time,
+            trash_reason,
+            raw_data
+        )
+        VALUES (
+            %(store_id)s,
+            %(abolish_id)s,
+            %(table_id)s,
+            %(table_name)s,
+            %(table_area_id)s,
+            %(table_area)s,
+            %(assistant_no)s,
+            %(assistant_name)s,
+            %(charge_minutes)s,
+            %(abolish_amount)s,
+            %(create_time)s,
+            %(trash_reason)s,
+            %(raw_data)s
+        )
+        ON CONFLICT (store_id, abolish_id) DO UPDATE SET
+            table_id        = EXCLUDED.table_id,
+            table_name      = EXCLUDED.table_name,
+            table_area_id   = EXCLUDED.table_area_id,
+            table_area      = EXCLUDED.table_area,
+            assistant_no    = EXCLUDED.assistant_no,
+            assistant_name  = EXCLUDED.assistant_name,
+            charge_minutes  = EXCLUDED.charge_minutes,
+            abolish_amount  = EXCLUDED.abolish_amount,
+            create_time     = EXCLUDED.create_time,
+            trash_reason    = EXCLUDED.trash_reason,
+            raw_data        = EXCLUDED.raw_data,
+            updated_at      = now()
+        RETURNING (xmax = 0) AS inserted
+        """
+
+        inserted, updated = self.db.batch_upsert_with_returning(
+            sql, records, page_size=self._batch_size()
+        )
+        return (inserted, updated, 0)

etl_billiards/loaders/facts/assistant_ledger.py

@@ -0,0 +1,136 @@
+# -*- coding: utf-8 -*-
+"""助教流水事实表"""
+
+from ..base_loader import BaseLoader
+
+
+class AssistantLedgerLoader(BaseLoader):
+    """写入 fact_assistant_ledger"""
+
+    def upsert_ledgers(self, records: list) -> tuple:
+        if not records:
+            return (0, 0, 0)
+
+        sql = """
+        INSERT INTO billiards.fact_assistant_ledger (
+            store_id,
+            ledger_id,
+            assistant_no,
+            assistant_name,
+            nickname,
+            level_name,
+            table_name,
+            ledger_unit_price,
+            ledger_count,
+            ledger_amount,
+            projected_income,
+            service_money,
+            member_discount_amount,
+            manual_discount_amount,
+            coupon_deduct_money,
+            order_trade_no,
+            order_settle_id,
+            operator_id,
+            operator_name,
+            assistant_team_id,
+            assistant_level,
+            site_table_id,
+            order_assistant_id,
+            site_assistant_id,
+            user_id,
+            ledger_start_time,
+            ledger_end_time,
+            start_use_time,
+            last_use_time,
+            income_seconds,
+            real_use_seconds,
+            is_trash,
+            trash_reason,
+            is_confirm,
+            ledger_status,
+            create_time,
+            raw_data
+        )
+        VALUES (
+            %(store_id)s,
+            %(ledger_id)s,
+            %(assistant_no)s,
+            %(assistant_name)s,
+            %(nickname)s,
+            %(level_name)s,
+            %(table_name)s,
+            %(ledger_unit_price)s,
+            %(ledger_count)s,
+            %(ledger_amount)s,
+            %(projected_income)s,
+            %(service_money)s,
+            %(member_discount_amount)s,
+            %(manual_discount_amount)s,
+            %(coupon_deduct_money)s,
+            %(order_trade_no)s,
+            %(order_settle_id)s,
+            %(operator_id)s,
+            %(operator_name)s,
+            %(assistant_team_id)s,
+            %(assistant_level)s,
+            %(site_table_id)s,
+            %(order_assistant_id)s,
+            %(site_assistant_id)s,
+            %(user_id)s,
+            %(ledger_start_time)s,
+            %(ledger_end_time)s,
+            %(start_use_time)s,
+            %(last_use_time)s,
+            %(income_seconds)s,
+            %(real_use_seconds)s,
+            %(is_trash)s,
+            %(trash_reason)s,
+            %(is_confirm)s,
+            %(ledger_status)s,
+            %(create_time)s,
+            %(raw_data)s
+        )
+        ON CONFLICT (store_id, ledger_id) DO UPDATE SET
+            assistant_no            = EXCLUDED.assistant_no,
+            assistant_name          = EXCLUDED.assistant_name,
+            nickname                = EXCLUDED.nickname,
+            level_name              = EXCLUDED.level_name,
+            table_name              = EXCLUDED.table_name,
+            ledger_unit_price       = EXCLUDED.ledger_unit_price,
+            ledger_count            = EXCLUDED.ledger_count,
+            ledger_amount           = EXCLUDED.ledger_amount,
+            projected_income        = EXCLUDED.projected_income,
+            service_money           = EXCLUDED.service_money,
+            member_discount_amount  = EXCLUDED.member_discount_amount,
+            manual_discount_amount  = EXCLUDED.manual_discount_amount,
+            coupon_deduct_money     = EXCLUDED.coupon_deduct_money,
+            order_trade_no          = EXCLUDED.order_trade_no,
+            order_settle_id         = EXCLUDED.order_settle_id,
+            operator_id             = EXCLUDED.operator_id,
+            operator_name           = EXCLUDED.operator_name,
+            assistant_team_id       = EXCLUDED.assistant_team_id,
+            assistant_level         = EXCLUDED.assistant_level,
+            site_table_id           = EXCLUDED.site_table_id,
+            order_assistant_id      = EXCLUDED.order_assistant_id,
+            site_assistant_id       = EXCLUDED.site_assistant_id,
+            user_id                 = EXCLUDED.user_id,
+            ledger_start_time       = EXCLUDED.ledger_start_time,
+            ledger_end_time         = EXCLUDED.ledger_end_time,
+            start_use_time          = EXCLUDED.start_use_time,
+            last_use_time           = EXCLUDED.last_use_time,
+            income_seconds          = EXCLUDED.income_seconds,
+            real_use_seconds        = EXCLUDED.real_use_seconds,
+            is_trash                = EXCLUDED.is_trash,
+            trash_reason            = EXCLUDED.trash_reason,
+            is_confirm              = EXCLUDED.is_confirm,
+            ledger_status           = EXCLUDED.ledger_status,
+            create_time             = EXCLUDED.create_time,
+            raw_data                = EXCLUDED.raw_data,
+            updated_at              = now()
+        RETURNING (xmax = 0) AS inserted
+        """
+
+        inserted, updated = self.db.batch_upsert_with_returning(
+            sql, records, page_size=self._batch_size()
+        )
+        return (inserted, updated, 0)

etl_billiards/loaders/facts/coupon_usage.py

@@ -0,0 +1,91 @@
+# -*- coding: utf-8 -*-
+"""券核销事实表"""
+
+from ..base_loader import BaseLoader
+
+
+class CouponUsageLoader(BaseLoader):
+    """写入 fact_coupon_usage"""
+
+    def upsert_coupon_usage(self, records: list) -> tuple:
+        if not records:
+            return (0, 0, 0)
+
+        sql = """
+        INSERT INTO billiards.fact_coupon_usage (
+            store_id,
+            usage_id,
+            coupon_code,
+            coupon_channel,
+            coupon_name,
+            sale_price,
+            coupon_money,
+            coupon_free_time,
+            use_status,
+            create_time,
+            consume_time,
+            operator_id,
+            operator_name,
+            table_id,
+            site_order_id,
+            group_package_id,
+            coupon_remark,
+            deal_id,
+            certificate_id,
+            verify_id,
+            is_delete,
+            raw_data
+        )
+        VALUES (
+            %(store_id)s,
+            %(usage_id)s,
+            %(coupon_code)s,
+            %(coupon_channel)s,
+            %(coupon_name)s,
+            %(sale_price)s,
+            %(coupon_money)s,
+            %(coupon_free_time)s,
+            %(use_status)s,
+            %(create_time)s,
+            %(consume_time)s,
+            %(operator_id)s,
+            %(operator_name)s,
+            %(table_id)s,
+            %(site_order_id)s,
+            %(group_package_id)s,
+            %(coupon_remark)s,
+            %(deal_id)s,
+            %(certificate_id)s,
+            %(verify_id)s,
+            %(is_delete)s,
+            %(raw_data)s
+        )
+        ON CONFLICT (store_id, usage_id) DO UPDATE SET
+            coupon_code      = EXCLUDED.coupon_code,
+            coupon_channel   = EXCLUDED.coupon_channel,
+            coupon_name      = EXCLUDED.coupon_name,
+            sale_price       = EXCLUDED.sale_price,
+            coupon_money     = EXCLUDED.coupon_money,
+            coupon_free_time = EXCLUDED.coupon_free_time,
+            use_status       = EXCLUDED.use_status,
+            create_time      = EXCLUDED.create_time,
+            consume_time     = EXCLUDED.consume_time,
+            operator_id      = EXCLUDED.operator_id,
+            operator_name    = EXCLUDED.operator_name,
+            table_id         = EXCLUDED.table_id,
+            site_order_id    = EXCLUDED.site_order_id,
+            group_package_id = EXCLUDED.group_package_id,
+            coupon_remark    = EXCLUDED.coupon_remark,
+            deal_id          = EXCLUDED.deal_id,
+            certificate_id   = EXCLUDED.certificate_id,
+            verify_id        = EXCLUDED.verify_id,
+            is_delete        = EXCLUDED.is_delete,
+            raw_data         = EXCLUDED.raw_data,
+            updated_at       = now()
+        RETURNING (xmax = 0) AS inserted
+        """
+
+        inserted, updated = self.db.batch_upsert_with_returning(
+            sql, records, page_size=self._batch_size()
+        )
+        return (inserted, updated, 0)

etl_billiards/loaders/facts/inventory_change.py

@@ -0,0 +1,73 @@
+# -*- coding: utf-8 -*-
+"""库存变动事实表"""
+
+from ..base_loader import BaseLoader
+
+
+class InventoryChangeLoader(BaseLoader):
+    """写入 fact_inventory_change"""
+
+    def upsert_changes(self, records: list) -> tuple:
+        if not records:
+            return (0, 0, 0)
+
+        sql = """
+        INSERT INTO billiards.fact_inventory_change (
+            store_id,
+            change_id,
+            site_goods_id,
+            stock_type,
+            goods_name,
+            change_time,
+            start_qty,
+            end_qty,
+            change_qty,
+            unit,
+            price,
+            operator_name,
+            remark,
+            goods_category_id,
+            goods_second_category_id,
+            raw_data
+        )
+        VALUES (
+            %(store_id)s,
+            %(change_id)s,
+            %(site_goods_id)s,
+            %(stock_type)s,
+            %(goods_name)s,
+            %(change_time)s,
+            %(start_qty)s,
+            %(end_qty)s,
+            %(change_qty)s,
+            %(unit)s,
+            %(price)s,
+            %(operator_name)s,
+            %(remark)s,
+            %(goods_category_id)s,
+            %(goods_second_category_id)s,
+            %(raw_data)s
+        )
+        ON CONFLICT (store_id, change_id) DO UPDATE SET
+            site_goods_id            = EXCLUDED.site_goods_id,
+            stock_type               = EXCLUDED.stock_type,
+            goods_name               = EXCLUDED.goods_name,
+            change_time              = EXCLUDED.change_time,
+            start_qty                = EXCLUDED.start_qty,
+            end_qty                  = EXCLUDED.end_qty,
+            change_qty               = EXCLUDED.change_qty,
+            unit                     = EXCLUDED.unit,
+            price                    = EXCLUDED.price,
+            operator_name            = EXCLUDED.operator_name,
+            remark                   = EXCLUDED.remark,
+            goods_category_id        = EXCLUDED.goods_category_id,
+            goods_second_category_id = EXCLUDED.goods_second_category_id,
+            raw_data                 = EXCLUDED.raw_data,
+            updated_at               = now()
+        RETURNING (xmax = 0) AS inserted
+        """
+
+        inserted, updated = self.db.batch_upsert_with_returning(
+            sql, records, page_size=self._batch_size()
+        )
+        return (inserted, updated, 0)

etl_billiards/loaders/facts/payment.py

@@ -1,29 +1,55 @@
 # -*- coding: utf-8 -*-
-"""支付记录加载器"""
+"""支付事实表加载器"""
 from ..base_loader import BaseLoader
 
 class PaymentLoader(BaseLoader):
-    """支付记录加载器"""
+    """支付数据加载器"""
     
     def upsert_payments(self, records: list, store_id: int) -> tuple:
-        """加载支付记录"""
+        """加载支付数据"""
         if not records:
             return (0, 0, 0)
         
         sql = """
         INSERT INTO billiards.fact_payment (
-            store_id, pay_id, order_id, pay_time, pay_amount,
-            pay_type, pay_status, remark, raw_data
+            store_id, pay_id, order_id,
+            site_id, tenant_id,
+            order_settle_id, order_trade_no,
+            relate_type, relate_id,
+            create_time, pay_time,
+            pay_amount, fee_amount, discount_amount,
+            payment_method, pay_type,
+            online_pay_channel, pay_terminal,
+            pay_status, remark, raw_data
         )
         VALUES (
-            %(store_id)s, %(pay_id)s, %(order_id)s, %(pay_time)s, %(pay_amount)s,
-            %(pay_type)s, %(pay_status)s, %(remark)s, %(raw_data)s
+            %(store_id)s, %(pay_id)s, %(order_id)s,
+            %(site_id)s, %(tenant_id)s,
+            %(order_settle_id)s, %(order_trade_no)s,
+            %(relate_type)s, %(relate_id)s,
+            %(create_time)s, %(pay_time)s,
+            %(pay_amount)s, %(fee_amount)s, %(discount_amount)s,
+            %(payment_method)s, %(pay_type)s,
+            %(online_pay_channel)s, %(pay_terminal)s,
+            %(pay_status)s, %(remark)s, %(raw_data)s
         )
         ON CONFLICT (store_id, pay_id) DO UPDATE SET
+            order_settle_id = EXCLUDED.order_settle_id,
+            order_trade_no = EXCLUDED.order_trade_no,
+            relate_type = EXCLUDED.relate_type,
+            relate_id = EXCLUDED.relate_id,
             order_id = EXCLUDED.order_id,
+            site_id = EXCLUDED.site_id,
+            tenant_id = EXCLUDED.tenant_id,
+            create_time = EXCLUDED.create_time,
             pay_time = EXCLUDED.pay_time,
             pay_amount = EXCLUDED.pay_amount,
+            fee_amount = EXCLUDED.fee_amount,
+            discount_amount = EXCLUDED.discount_amount,
+            payment_method = EXCLUDED.payment_method,
             pay_type = EXCLUDED.pay_type,
+            online_pay_channel = EXCLUDED.online_pay_channel,
+            pay_terminal = EXCLUDED.pay_terminal,
             pay_status = EXCLUDED.pay_status,
             remark = EXCLUDED.remark,
             raw_data = EXCLUDED.raw_data,

etl_billiards/loaders/facts/refund.py

@@ -0,0 +1,88 @@
+# -*- coding: utf-8 -*-
+"""退款事实表加载器"""
+
+from ..base_loader import BaseLoader
+
+
+class RefundLoader(BaseLoader):
+    """写入 fact_refund"""
+
+    def upsert_refunds(self, records: list) -> tuple:
+        if not records:
+            return (0, 0, 0)
+
+        sql = """
+        INSERT INTO billiards.fact_refund (
+            store_id,
+            refund_id,
+            site_id,
+            tenant_id,
+            pay_amount,
+            pay_status,
+            pay_time,
+            create_time,
+            relate_type,
+            relate_id,
+            payment_method,
+            refund_amount,
+            action_type,
+            pay_terminal,
+            operator_id,
+            channel_pay_no,
+            channel_fee,
+            is_delete,
+            member_id,
+            member_card_id,
+            raw_data
+        )
+        VALUES (
+            %(store_id)s,
+            %(refund_id)s,
+            %(site_id)s,
+            %(tenant_id)s,
+            %(pay_amount)s,
+            %(pay_status)s,
+            %(pay_time)s,
+            %(create_time)s,
+            %(relate_type)s,
+            %(relate_id)s,
+            %(payment_method)s,
+            %(refund_amount)s,
+            %(action_type)s,
+            %(pay_terminal)s,
+            %(operator_id)s,
+            %(channel_pay_no)s,
+            %(channel_fee)s,
+            %(is_delete)s,
+            %(member_id)s,
+            %(member_card_id)s,
+            %(raw_data)s
+        )
+        ON CONFLICT (store_id, refund_id) DO UPDATE SET
+            site_id         = EXCLUDED.site_id,
+            tenant_id       = EXCLUDED.tenant_id,
+            pay_amount      = EXCLUDED.pay_amount,
+            pay_status      = EXCLUDED.pay_status,
+            pay_time        = EXCLUDED.pay_time,
+            create_time     = EXCLUDED.create_time,
+            relate_type     = EXCLUDED.relate_type,
+            relate_id       = EXCLUDED.relate_id,
+            payment_method  = EXCLUDED.payment_method,
+            refund_amount   = EXCLUDED.refund_amount,
+            action_type     = EXCLUDED.action_type,
+            pay_terminal    = EXCLUDED.pay_terminal,
+            operator_id     = EXCLUDED.operator_id,
+            channel_pay_no  = EXCLUDED.channel_pay_no,
+            channel_fee     = EXCLUDED.channel_fee,
+            is_delete       = EXCLUDED.is_delete,
+            member_id       = EXCLUDED.member_id,
+            member_card_id  = EXCLUDED.member_card_id,
+            raw_data        = EXCLUDED.raw_data,
+            updated_at      = now()
+        RETURNING (xmax = 0) AS inserted
+        """
+
+        inserted, updated = self.db.batch_upsert_with_returning(
+            sql, records, page_size=self._batch_size()
+        )
+        return (inserted, updated, 0)

etl_billiards/loaders/facts/table_discount.py

@@ -0,0 +1,82 @@
+# -*- coding: utf-8 -*-
+"""台费打折事实表"""
+
+from ..base_loader import BaseLoader
+
+
+class TableDiscountLoader(BaseLoader):
+    """写入 fact_table_discount"""
+
+    def upsert_discounts(self, records: list) -> tuple:
+        if not records:
+            return (0, 0, 0)
+
+        sql = """
+        INSERT INTO billiards.fact_table_discount (
+            store_id,
+            discount_id,
+            adjust_type,
+            applicant_id,
+            applicant_name,
+            operator_id,
+            operator_name,
+            ledger_amount,
+            ledger_count,
+            ledger_name,
+            ledger_status,
+            order_settle_id,
+            order_trade_no,
+            site_table_id,
+            table_area_id,
+            table_area_name,
+            create_time,
+            is_delete,
+            raw_data
+        )
+        VALUES (
+            %(store_id)s,
+            %(discount_id)s,
+            %(adjust_type)s,
+            %(applicant_id)s,
+            %(applicant_name)s,
+            %(operator_id)s,
+            %(operator_name)s,
+            %(ledger_amount)s,
+            %(ledger_count)s,
+            %(ledger_name)s,
+            %(ledger_status)s,
+            %(order_settle_id)s,
+            %(order_trade_no)s,
+            %(site_table_id)s,
+            %(table_area_id)s,
+            %(table_area_name)s,
+            %(create_time)s,
+            %(is_delete)s,
+            %(raw_data)s
+        )
+        ON CONFLICT (store_id, discount_id) DO UPDATE SET
+            adjust_type     = EXCLUDED.adjust_type,
+            applicant_id    = EXCLUDED.applicant_id,
+            applicant_name  = EXCLUDED.applicant_name,
+            operator_id     = EXCLUDED.operator_id,
+            operator_name   = EXCLUDED.operator_name,
+            ledger_amount   = EXCLUDED.ledger_amount,
+            ledger_count    = EXCLUDED.ledger_count,
+            ledger_name     = EXCLUDED.ledger_name,
+            ledger_status   = EXCLUDED.ledger_status,
+            order_settle_id = EXCLUDED.order_settle_id,
+            order_trade_no  = EXCLUDED.order_trade_no,
+            site_table_id   = EXCLUDED.site_table_id,
+            table_area_id   = EXCLUDED.table_area_id,
+            table_area_name = EXCLUDED.table_area_name,
+            create_time     = EXCLUDED.create_time,
+            is_delete       = EXCLUDED.is_delete,
+            raw_data        = EXCLUDED.raw_data,
+            updated_at      = now()
+        RETURNING (xmax = 0) AS inserted
+        """
+
+        inserted, updated = self.db.batch_upsert_with_returning(
+            sql, records, page_size=self._batch_size()
+        )
+        return (inserted, updated, 0)

etl_billiards/loaders/facts/ticket.py

@@ -0,0 +1,188 @@
+# -*- coding: utf-8 -*-
+"""小票详情加载器"""
+from ..base_loader import BaseLoader
+import json
+
+class TicketLoader(BaseLoader):
+    """
+    Loader for parsing Ticket Detail JSON and populating DWD fact tables.
+    Handles:
+    - fact_order (Header)
+    - fact_order_goods (Items)
+    - fact_table_usage (Items)
+    - fact_assistant_service (Items)
+    """
+
+    def process_tickets(self, tickets: list, store_id: int) -> tuple:
+        """
+        Process a batch of ticket JSONs.
+        Returns (inserted_count, error_count)
+        """
+        inserted_count = 0
+        error_count = 0
+
+        # Prepare batch lists
+        orders = []
+        goods_list = []
+        table_usages = []
+        assistant_services = []
+
+        for ticket in tickets:
+            try:
+                # 1. Parse Header (fact_order)
+                root_data = ticket.get("data", {}).get("data", {})
+                if not root_data:
+                    continue
+
+                order_settle_id = root_data.get("orderSettleId")
+                if not order_settle_id:
+                    continue
+
+                orders.append({
+                    "store_id": store_id,
+                    "order_settle_id": order_settle_id,
+                    "order_trade_no": 0,
+                    "order_no": str(root_data.get("orderSettleNumber", "")),
+                    "member_id": 0,
+                    "pay_time": root_data.get("payTime"),
+                    "total_amount": root_data.get("consumeMoney", 0),
+                    "pay_amount": root_data.get("actualPayment", 0),
+                    "discount_amount": root_data.get("memberOfferAmount", 0),
+                    "coupon_amount": root_data.get("couponAmount", 0),
+                    "status": "PAID",
+                    "cashier_name": root_data.get("cashierName", ""),
+                    "remark": root_data.get("orderRemark", ""),
+                    "raw_data": json.dumps(ticket, ensure_ascii=False)
+                })
+
+                # 2. Parse Items (orderItem list)
+                order_items = root_data.get("orderItem", [])
+                for item in order_items:
+                    order_trade_no = item.get("siteOrderId")
+                    
+                    # 2.1 Table Ledger
+                    table_ledger = item.get("tableLedger")
+                    if table_ledger:
+                        table_usages.append({
+                            "store_id": store_id,
+                            "order_ledger_id": table_ledger.get("orderTableLedgerId"),
+                            "order_settle_id": order_settle_id,
+                            "table_id": table_ledger.get("siteTableId"),
+                            "table_name": table_ledger.get("tableName"),
+                            "start_time": table_ledger.get("chargeStartTime"),
+                            "end_time": table_ledger.get("chargeEndTime"),
+                            "duration_minutes": table_ledger.get("useDuration", 0),
+                            "total_amount": table_ledger.get("consumptionAmount", 0),
+                            "pay_amount": table_ledger.get("consumptionAmount", 0) - table_ledger.get("memberDiscountAmount", 0)
+                        })
+
+                    # 2.2 Goods Ledgers
+                    goods_ledgers = item.get("goodsLedgers", [])
+                    for g in goods_ledgers:
+                        goods_list.append({
+                            "store_id": store_id,
+                            "order_goods_id": g.get("orderGoodsLedgerId"),
+                            "order_settle_id": order_settle_id,
+                            "order_trade_no": order_trade_no,
+                            "goods_id": g.get("siteGoodsId"),
+                            "goods_name": g.get("goodsName"),
+                            "quantity": g.get("goodsCount", 0),
+                            "unit_price": g.get("goodsPrice", 0),
+                            "total_amount": g.get("ledgerAmount", 0),
+                            "pay_amount": g.get("realGoodsMoney", 0)
+                        })
+
+                    # 2.3 Assistant Services
+                    assistant_ledgers = item.get("assistantPlayWith", [])
+                    for a in assistant_ledgers:
+                        assistant_services.append({
+                            "store_id": store_id,
+                            "ledger_id": a.get("orderAssistantLedgerId"),
+                            "order_settle_id": order_settle_id,
+                            "assistant_id": a.get("assistantId"),
+                            "assistant_name": a.get("ledgerName"),
+                            "service_type": a.get("skillName", "Play"),
+                            "start_time": a.get("ledgerStartTime"),
+                            "end_time": a.get("ledgerEndTime"),
+                            "duration_minutes": int(a.get("ledgerCount", 0) / 60) if a.get("ledgerCount") else 0,
+                            "total_amount": a.get("ledgerAmount", 0),
+                            "pay_amount": a.get("ledgerAmount", 0)
+                        })
+
+                inserted_count += 1
+
+            except Exception as e:
+                self.logger.error(f"Error parsing ticket: {e}", exc_info=True)
+                error_count += 1
+
+        # 3. Batch Insert/Upsert
+        if orders:
+            self._upsert_orders(orders)
+        if goods_list:
+            self._upsert_goods(goods_list)
+        if table_usages:
+            self._upsert_table_usages(table_usages)
+        if assistant_services:
+            self._upsert_assistant_services(assistant_services)
+
+        return inserted_count, error_count
+
+    def _upsert_orders(self, rows):
+        sql = """
+        INSERT INTO billiards.fact_order (
+            store_id, order_settle_id, order_trade_no, order_no, member_id,
+            pay_time, total_amount, pay_amount, discount_amount, coupon_amount,
+            status, cashier_name, remark, raw_data
+        ) VALUES (
+            %(store_id)s, %(order_settle_id)s, %(order_trade_no)s, %(order_no)s, %(member_id)s,
+            %(pay_time)s, %(total_amount)s, %(pay_amount)s, %(discount_amount)s, %(coupon_amount)s,
+            %(status)s, %(cashier_name)s, %(remark)s, %(raw_data)s
+        )
+        ON CONFLICT (store_id, order_settle_id) DO UPDATE SET
+            pay_time = EXCLUDED.pay_time,
+            pay_amount = EXCLUDED.pay_amount,
+            updated_at = now()
+        """
+        self.db.batch_execute(sql, rows)
+
+    def _upsert_goods(self, rows):
+        sql = """
+        INSERT INTO billiards.fact_order_goods (
+            store_id, order_goods_id, order_settle_id, order_trade_no,
+            goods_id, goods_name, quantity, unit_price, total_amount, pay_amount
+        ) VALUES (
+            %(store_id)s, %(order_goods_id)s, %(order_settle_id)s, %(order_trade_no)s,
+            %(goods_id)s, %(goods_name)s, %(quantity)s, %(unit_price)s, %(total_amount)s, %(pay_amount)s
+        )
+        ON CONFLICT (store_id, order_goods_id) DO UPDATE SET
+            pay_amount = EXCLUDED.pay_amount
+        """
+        self.db.batch_execute(sql, rows)
+
+    def _upsert_table_usages(self, rows):
+        sql = """
+        INSERT INTO billiards.fact_table_usage (
+            store_id, order_ledger_id, order_settle_id, table_id, table_name,
+            start_time, end_time, duration_minutes, total_amount, pay_amount
+        ) VALUES (
+            %(store_id)s, %(order_ledger_id)s, %(order_settle_id)s, %(table_id)s, %(table_name)s,
+            %(start_time)s, %(end_time)s, %(duration_minutes)s, %(total_amount)s, %(pay_amount)s
+        )
+        ON CONFLICT (store_id, order_ledger_id) DO UPDATE SET
+            pay_amount = EXCLUDED.pay_amount
+        """
+        self.db.batch_execute(sql, rows)
+
+    def _upsert_assistant_services(self, rows):
+        sql = """
+        INSERT INTO billiards.fact_assistant_service (
+            store_id, ledger_id, order_settle_id, assistant_id, assistant_name,
+            service_type, start_time, end_time, duration_minutes, total_amount, pay_amount
+        ) VALUES (
+            %(store_id)s, %(ledger_id)s, %(order_settle_id)s, %(assistant_id)s, %(assistant_name)s,
+            %(service_type)s, %(start_time)s, %(end_time)s, %(duration_minutes)s, %(total_amount)s, %(pay_amount)s
+        )
+        ON CONFLICT (store_id, ledger_id) DO UPDATE SET
+            pay_amount = EXCLUDED.pay_amount
+        """
+        self.db.batch_execute(sql, rows)

etl_billiards/loaders/facts/topup.py

@@ -0,0 +1,118 @@
+# -*- coding: utf-8 -*-
+"""充值记录事实表"""
+
+from ..base_loader import BaseLoader
+
+
+class TopupLoader(BaseLoader):
+    """写入 fact_topup"""
+
+    def upsert_topups(self, records: list) -> tuple:
+        if not records:
+            return (0, 0, 0)
+
+        sql = """
+        INSERT INTO billiards.fact_topup (
+            store_id,
+            topup_id,
+            member_id,
+            member_name,
+            member_phone,
+            card_id,
+            card_type_name,
+            pay_amount,
+            consume_money,
+            settle_status,
+            settle_type,
+            settle_name,
+            settle_relate_id,
+            pay_time,
+            create_time,
+            operator_id,
+            operator_name,
+            payment_method,
+            refund_amount,
+            cash_amount,
+            card_amount,
+            balance_amount,
+            online_amount,
+            rounding_amount,
+            adjust_amount,
+            goods_money,
+            table_charge_money,
+            service_money,
+            coupon_amount,
+            order_remark,
+            raw_data
+        )
+        VALUES (
+            %(store_id)s,
+            %(topup_id)s,
+            %(member_id)s,
+            %(member_name)s,
+            %(member_phone)s,
+            %(card_id)s,
+            %(card_type_name)s,
+            %(pay_amount)s,
+            %(consume_money)s,
+            %(settle_status)s,
+            %(settle_type)s,
+            %(settle_name)s,
+            %(settle_relate_id)s,
+            %(pay_time)s,
+            %(create_time)s,
+            %(operator_id)s,
+            %(operator_name)s,
+            %(payment_method)s,
+            %(refund_amount)s,
+            %(cash_amount)s,
+            %(card_amount)s,
+            %(balance_amount)s,
+            %(online_amount)s,
+            %(rounding_amount)s,
+            %(adjust_amount)s,
+            %(goods_money)s,
+            %(table_charge_money)s,
+            %(service_money)s,
+            %(coupon_amount)s,
+            %(order_remark)s,
+            %(raw_data)s
+        )
+        ON CONFLICT (store_id, topup_id) DO UPDATE SET
+            member_id          = EXCLUDED.member_id,
+            member_name        = EXCLUDED.member_name,
+            member_phone       = EXCLUDED.member_phone,
+            card_id            = EXCLUDED.card_id,
+            card_type_name     = EXCLUDED.card_type_name,
+            pay_amount         = EXCLUDED.pay_amount,
+            consume_money      = EXCLUDED.consume_money,
+            settle_status      = EXCLUDED.settle_status,
+            settle_type        = EXCLUDED.settle_type,
+            settle_name        = EXCLUDED.settle_name,
+            settle_relate_id   = EXCLUDED.settle_relate_id,
+            pay_time           = EXCLUDED.pay_time,
+            create_time        = EXCLUDED.create_time,
+            operator_id        = EXCLUDED.operator_id,
+            operator_name      = EXCLUDED.operator_name,
+            payment_method     = EXCLUDED.payment_method,
+            refund_amount      = EXCLUDED.refund_amount,
+            cash_amount        = EXCLUDED.cash_amount,
+            card_amount        = EXCLUDED.card_amount,
+            balance_amount     = EXCLUDED.balance_amount,
+            online_amount      = EXCLUDED.online_amount,
+            rounding_amount    = EXCLUDED.rounding_amount,
+            adjust_amount      = EXCLUDED.adjust_amount,
+            goods_money        = EXCLUDED.goods_money,
+            table_charge_money = EXCLUDED.table_charge_money,
+            service_money      = EXCLUDED.service_money,
+            coupon_amount      = EXCLUDED.coupon_amount,
+            order_remark       = EXCLUDED.order_remark,
+            raw_data           = EXCLUDED.raw_data,
+            updated_at         = now()
+        RETURNING (xmax = 0) AS inserted
+        """
+
+        inserted, updated = self.db.batch_upsert_with_returning(
+            sql, records, page_size=self._batch_size()
+        )
+        return (inserted, updated, 0)

etl_billiards/loaders/ods/__init__.py

@@ -0,0 +1,6 @@
+# -*- coding: utf-8 -*-
+"""ODS loader helpers."""
+
+from .generic import GenericODSLoader
+
+__all__ = ["GenericODSLoader"]

etl_billiards/loaders/ods/generic.py

@@ -0,0 +1,67 @@
+# -*- coding: utf-8 -*-
+"""Generic ODS loader that keeps raw payload + primary keys."""
+from __future__ import annotations
+
+import json
+from datetime import datetime, timezone
+from typing import Iterable, Sequence
+
+from ..base_loader import BaseLoader
+
+
+class GenericODSLoader(BaseLoader):
+    """Insert/update helper for ODS tables that share the same pattern."""
+
+    def __init__(
+        self,
+        db_ops,
+        table_name: str,
+        columns: Sequence[str],
+        conflict_columns: Sequence[str],
+    ):
+        super().__init__(db_ops)
+        if not conflict_columns:
+            raise ValueError("conflict_columns must not be empty for ODS loader")
+        self.table_name = table_name
+        self.columns = list(columns)
+        self.conflict_columns = list(conflict_columns)
+        self._sql = self._build_sql()
+
+    def upsert_rows(self, rows: Iterable[dict]) -> tuple[int, int, int]:
+        """Insert/update the provided iterable of dictionaries."""
+        rows = list(rows)
+        if not rows:
+            return (0, 0, 0)
+
+        normalized = [self._normalize_row(row) for row in rows]
+        inserted, updated = self.db.batch_upsert_with_returning(
+            self._sql, normalized, page_size=self._batch_size()
+        )
+        return inserted, updated, 0
+
+    def _build_sql(self) -> str:
+        col_list = ", ".join(self.columns)
+        placeholders = ", ".join(f"%({col})s" for col in self.columns)
+        conflict_clause = ", ".join(self.conflict_columns)
+        update_columns = [c for c in self.columns if c not in self.conflict_columns]
+        set_clause = ", ".join(f"{col} = EXCLUDED.{col}" for col in update_columns)
+        return (
+            f"INSERT INTO {self.table_name} ({col_list}) "
+            f"VALUES ({placeholders}) "
+            f"ON CONFLICT ({conflict_clause}) DO UPDATE SET {set_clause} "
+            f"RETURNING (xmax = 0) AS inserted"
+        )
+
+    def _normalize_row(self, row: dict) -> dict:
+        normalized = {}
+        for col in self.columns:
+            value = row.get(col)
+            if col == "payload" and value is not None and not isinstance(value, str):
+                normalized[col] = json.dumps(value, ensure_ascii=False)
+            else:
+                normalized[col] = value
+
+        if "fetched_at" in normalized and normalized["fetched_at"] is None:
+            normalized["fetched_at"] = datetime.now(timezone.utc)
+
+        return normalized

etl_billiards/ods_row_report.json

@@ -0,0 +1,52 @@
+{
+  "source_counts": {
+    "assistant_accounts_master.json": 2,
+    "assistant_cancellation_records.json": 2,
+    "assistant_service_records.json": 2,
+    "goods_stock_movements.json": 2,
+    "goods_stock_summary.json": 161,
+    "group_buy_packages.json": 2,
+    "group_buy_redemption_records.json": 2,
+    "member_balance_changes.json": 2,
+    "member_profiles.json": 2,
+    "member_stored_value_cards.json": 2,
+    "payment_transactions.json": 200,
+    "platform_coupon_redemption_records.json": 200,
+    "recharge_settlements.json": 2,
+    "refund_transactions.json": 11,
+    "settlement_records.json": 2,
+    "settlement_ticket_details.json": 193,
+    "site_tables_master.json": 2,
+    "stock_goods_category_tree.json": 2,
+    "store_goods_master.json": 2,
+    "store_goods_sales_records.json": 2,
+    "table_fee_discount_records.json": 2,
+    "table_fee_transactions.json": 2,
+    "tenant_goods_master.json": 2
+  },
+  "ods_counts": {
+    "member_profiles": 199,
+    "member_balance_changes": 200,
+    "member_stored_value_cards": 200,
+    "recharge_settlements": 75,
+    "settlement_records": 200,
+    "assistant_cancellation_records": 15,
+    "assistant_accounts_master": 50,
+    "assistant_service_records": 200,
+    "site_tables_master": 71,
+    "table_fee_discount_records": 200,
+    "table_fee_transactions": 200,
+    "goods_stock_movements": 200,
+    "stock_goods_category_tree": 9,
+    "goods_stock_summary": 161,
+    "payment_transactions": 200,
+    "refund_transactions": 11,
+    "platform_coupon_redemption_records": 200,
+    "tenant_goods_master": 156,
+    "group_buy_packages": 17,
+    "group_buy_redemption_records": 200,
+    "settlement_ticket_details": 193,
+    "store_goods_master": 161,
+    "store_goods_sales_records": 200
+  }
+}

etl_billiards/orchestration/scheduler.py

@@ -1,131 +1,234 @@
 # -*- coding: utf-8 -*-
-"""ETL调度器"""
+"""ETL 调度：支持在线抓取、离线清洗入库、全流程三种模式。"""
+from __future__ import annotations
+
 import uuid
 from datetime import datetime
 from pathlib import Path
 from zoneinfo import ZoneInfo
 
+from api.client import APIClient
+from api.local_json_client import LocalJsonClient
+from api.recording_client import RecordingAPIClient
 from database.connection import DatabaseConnection
 from database.operations import DatabaseOperations
-from api.client import APIClient
 from orchestration.cursor_manager import CursorManager
 from orchestration.run_tracker import RunTracker
 from orchestration.task_registry import default_registry
 
+
 class ETLScheduler:
-    """ETL任务调度器"""
-    
+    """调度多个任务，按 pipeline.flow 执行抓取/清洗入库。"""
+
     def __init__(self, config, logger):
         self.config = config
         self.logger = logger
         self.tz = ZoneInfo(config.get("app.timezone", "Asia/Taipei"))
-        
-        # 初始化组件
+
+        self.pipeline_flow = str(config.get("pipeline.flow", "FULL") or "FULL").upper()
+        self.fetch_root = Path(config.get("pipeline.fetch_root") or config["io"]["export_root"])
+        self.ingest_source_dir = config.get("pipeline.ingest_source_dir") or ""
+        self.write_pretty_json = bool(config.get("io.write_pretty_json", False))
+
+        # 组件
         self.db_conn = DatabaseConnection(
             dsn=config["db"]["dsn"],
             session=config["db"].get("session"),
-            connect_timeout=config["db"].get("connect_timeout_sec")
+            connect_timeout=config["db"].get("connect_timeout_sec"),
         )
         self.db_ops = DatabaseOperations(self.db_conn)
-        
+
         self.api_client = APIClient(
             base_url=config["api"]["base_url"],
             token=config["api"]["token"],
             timeout=config["api"]["timeout_sec"],
             retry_max=config["api"]["retries"]["max_attempts"],
-            headers_extra=config["api"].get("headers_extra")
+            headers_extra=config["api"].get("headers_extra"),
         )
-        
+
         self.cursor_mgr = CursorManager(self.db_conn)
         self.run_tracker = RunTracker(self.db_conn)
         self.task_registry = default_registry
-    
-    def run_tasks(self, task_codes: list = None):
-        """运行任务列表"""
+
+    # ------------------------------------------------------------------ public
+    def run_tasks(self, task_codes: list | None = None):
+        """按配置或传入列表执行任务。"""
         run_uuid = uuid.uuid4().hex
         store_id = self.config.get("app.store_id")
-        
+
         if not task_codes:
             task_codes = self.config.get("run.tasks", [])
-        
-        self.logger.info(f"开始运行任务: {task_codes}, run_uuid={run_uuid}")
-        
+
+        self.logger.info("开始运行任务: %s, run_uuid=%s", task_codes, run_uuid)
+
         for task_code in task_codes:
             try:
                 self._run_single_task(task_code, run_uuid, store_id)
-            except Exception as e:
-                self.logger.error(f"任务 {task_code} 失败: {e}", exc_info=True)
+            except Exception as exc:  # noqa: BLE001
+                self.logger.error("任务 %s 失败: %s", task_code, exc, exc_info=True)
                 continue
-        
+
         self.logger.info("所有任务执行完成")
-    
+
+    # ------------------------------------------------------------------ internals
     def _run_single_task(self, task_code: str, run_uuid: str, store_id: int):
-        """运行单个任务"""
-        # 创建任务实例
-        task = self.task_registry.create_task(
-            task_code, self.config, self.db_ops, self.api_client, self.logger
-        )
-        
-        # 获取任务配置（从数据库）
+        """单个任务的抓取/清洗编排。"""
         task_cfg = self._load_task_config(task_code, store_id)
         if not task_cfg:
-            self.logger.warning(f"任务 {task_code} 未启用或不存在")
+            self.logger.warning("任务 %s 未启用或不存在", task_code)
             return
-        
+
         task_id = task_cfg["task_id"]
-        
-        # 创建运行记录
+        cursor_data = self.cursor_mgr.get_or_create(task_id, store_id)
+
+        # run 记录
         export_dir = Path(self.config["io"]["export_root"]) / datetime.now(self.tz).strftime("%Y%m%d")
         log_path = str(Path(self.config["io"]["log_root"]) / f"{run_uuid}.log")
-        
         run_id = self.run_tracker.create_run(
             task_id=task_id,
             store_id=store_id,
             run_uuid=run_uuid,
             export_dir=str(export_dir),
             log_path=log_path,
-            status="RUNNING"
+            status=self._map_run_status("RUNNING"),
         )
-        
-        # 执行任务
+
+        # 为抓取阶段准备目录
+        fetch_dir = self._build_fetch_dir(task_code, run_id)
+        fetch_stats = None
+
         try:
-            result = task.execute()
-            
-            # 更新运行记录
-            self.run_tracker.update_run(
-                run_id=run_id,
-                counts=result["counts"],
-                status=result["status"],
-                ended_at=datetime.now(self.tz)
-            )
-            
-            # 推进游标
-            if result["status"] == "SUCCESS":
-                # TODO: 从任务结果中获取窗口信息
-                pass
-            
-        except Exception as e:
+            if self._flow_includes_fetch():
+                fetch_stats = self._execute_fetch(task_code, cursor_data, fetch_dir, run_id)
+                if self.pipeline_flow == "FETCH_ONLY":
+                    counts = self._counts_from_fetch(fetch_stats)
+                    self.run_tracker.update_run(
+                        run_id=run_id,
+                        counts=counts,
+                        status=self._map_run_status("SUCCESS"),
+                        ended_at=datetime.now(self.tz),
+                    )
+                    return
+
+            if self._flow_includes_ingest():
+                source_dir = self._resolve_ingest_source(fetch_dir, fetch_stats)
+                result = self._execute_ingest(task_code, cursor_data, source_dir)
+
+                self.run_tracker.update_run(
+                    run_id=run_id,
+                    counts=result["counts"],
+                    status=self._map_run_status(result["status"]),
+                    ended_at=datetime.now(self.tz),
+                )
+
+                if (result.get("status") or "").upper() == "SUCCESS":
+                    window = result.get("window")
+                    if window:
+                        self.cursor_mgr.advance(
+                            task_id=task_id,
+                            store_id=store_id,
+                            window_start=window.get("start"),
+                            window_end=window.get("end"),
+                            run_id=run_id,
+                        )
+
+        except Exception as exc:  # noqa: BLE001
             self.run_tracker.update_run(
                 run_id=run_id,
                 counts={},
-                status="FAIL",
+                status=self._map_run_status("FAIL"),
                 ended_at=datetime.now(self.tz),
-                error_message=str(e)
+                error_message=str(exc),
             )
             raise
-    
-    def _load_task_config(self, task_code: str, store_id: int) -> dict:
-        """从数据库加载任务配置"""
+
+    def _execute_fetch(self, task_code: str, cursor_data: dict | None, fetch_dir: Path, run_id: int):
+        """在线抓取阶段：用 RecordingAPIClient 拉取并落盘，不做 Transform/Load。"""
+        recording_client = RecordingAPIClient(
+            base_client=self.api_client,
+            output_dir=fetch_dir,
+            task_code=task_code,
+            run_id=run_id,
+            write_pretty=self.write_pretty_json,
+        )
+        task = self.task_registry.create_task(task_code, self.config, self.db_ops, recording_client, self.logger)
+        context = task._build_context(cursor_data)  # type: ignore[attr-defined]
+        self.logger.info("%s: 抓取阶段开始，目录=%s", task_code, fetch_dir)
+
+        extracted = task.extract(context)
+        # 抓取结束，不执行 transform/load
+        stats = recording_client.last_dump or {}
+        fetched_count = stats.get("records") or len(extracted.get("records", [])) if isinstance(extracted, dict) else 0
+        self.logger.info(
+            "%s: 抓取完成，文件=%s，记录数=%s",
+            task_code,
+            stats.get("file"),
+            fetched_count,
+        )
+        return {"file": stats.get("file"), "records": fetched_count, "pages": stats.get("pages")}
+
+    def _execute_ingest(self, task_code: str, cursor_data: dict | None, source_dir: Path):
+        """本地清洗入库：使用 LocalJsonClient 回放 JSON，走原有任务 ETL。"""
+        local_client = LocalJsonClient(source_dir)
+        task = self.task_registry.create_task(task_code, self.config, self.db_ops, local_client, self.logger)
+        self.logger.info("%s: 本地清洗入库开始，源目录=%s", task_code, source_dir)
+        return task.execute(cursor_data)
+
+    def _build_fetch_dir(self, task_code: str, run_id: int) -> Path:
+        ts = datetime.now(self.tz).strftime("%Y%m%d-%H%M%S")
+        return Path(self.fetch_root) / f"{task_code.upper()}-{run_id}-{ts}"
+
+    def _resolve_ingest_source(self, fetch_dir: Path, fetch_stats: dict | None) -> Path:
+        if fetch_stats and fetch_dir.exists():
+            return fetch_dir
+        if self.ingest_source_dir:
+            return Path(self.ingest_source_dir)
+        raise FileNotFoundError("未提供本地清洗入库所需的 JSON 目录")
+
+    def _counts_from_fetch(self, stats: dict | None) -> dict:
+        fetched = (stats or {}).get("records") or 0
+        return {
+            "fetched": fetched,
+            "inserted": 0,
+            "updated": 0,
+            "skipped": 0,
+            "errors": 0,
+        }
+
+    def _flow_includes_fetch(self) -> bool:
+        return self.pipeline_flow in {"FETCH_ONLY", "FULL"}
+
+    def _flow_includes_ingest(self) -> bool:
+        return self.pipeline_flow in {"INGEST_ONLY", "FULL"}
+
+    def _load_task_config(self, task_code: str, store_id: int) -> dict | None:
+        """从数据库加载任务配置。"""
         sql = """
         SELECT task_id, task_code, store_id, enabled, cursor_field,
                window_minutes_default, overlap_seconds, page_size, retry_max, params
         FROM etl_admin.etl_task
         WHERE store_id = %s AND task_code = %s AND enabled = TRUE
         """
-        
+
         rows = self.db_conn.query(sql, (store_id, task_code))
         return rows[0] if rows else None
-    
+
     def close(self):
-        """关闭连接"""
+        """关闭连接。"""
         self.db_conn.close()
+
+    @staticmethod
+    def _map_run_status(status: str) -> str:
+        """
+        将任务返回的状态转换为 etl_admin.run_status_enum
+        (SUCC / FAIL / PARTIAL)
+        """
+        normalized = (status or "").upper()
+        if normalized in {"SUCCESS", "SUCC"}:
+            return "SUCC"
+        if normalized in {"FAIL", "FAILED", "ERROR"}:
+            return "FAIL"
+        if normalized in {"RUNNING", "PARTIAL", "PENDING", "IN_PROGRESS"}:
+            return "PARTIAL"
+        # 未知状态默认标记为 FAIL，便于排查
+        return "FAIL"

etl_billiards/orchestration/task_registry.py

@@ -3,6 +3,26 @@
 from tasks.orders_task import OrdersTask
 from tasks.payments_task import PaymentsTask
 from tasks.members_task import MembersTask
+from tasks.products_task import ProductsTask
+from tasks.tables_task import TablesTask
+from tasks.assistants_task import AssistantsTask
+from tasks.packages_task import PackagesDefTask
+from tasks.refunds_task import RefundsTask
+from tasks.coupon_usage_task import CouponUsageTask
+from tasks.inventory_change_task import InventoryChangeTask
+from tasks.topups_task import TopupsTask
+from tasks.table_discount_task import TableDiscountTask
+from tasks.assistant_abolish_task import AssistantAbolishTask
+from tasks.ledger_task import LedgerTask
+from tasks.ods_tasks import ODS_TASK_CLASSES
+from tasks.manual_ingest_task import ManualIngestTask
+from tasks.payments_dwd_task import PaymentsDwdTask
+from tasks.members_dwd_task import MembersDwdTask
+from tasks.init_schema_task import InitOdsSchemaTask
+from tasks.init_dwd_schema_task import InitDwdSchemaTask
+from tasks.dwd_load_task import DwdLoadTask
+from tasks.ticket_dwd_task import TicketDwdTask
+from tasks.dwd_quality_task import DwdQualityTask
 
 class TaskRegistry:
     """任务注册和工厂"""
@@ -30,7 +50,27 @@ class TaskRegistry:
 
 # 默认注册表
 default_registry = TaskRegistry()
+default_registry.register("PRODUCTS", ProductsTask)
+default_registry.register("TABLES", TablesTask)
+default_registry.register("MEMBERS", MembersTask)
+default_registry.register("ASSISTANTS", AssistantsTask)
+default_registry.register("PACKAGES_DEF", PackagesDefTask)
 default_registry.register("ORDERS", OrdersTask)
 default_registry.register("PAYMENTS", PaymentsTask)
-default_registry.register("MEMBERS", MembersTask)
-# 可以继续注册其他任务...
+default_registry.register("REFUNDS", RefundsTask)
+default_registry.register("COUPON_USAGE", CouponUsageTask)
+default_registry.register("INVENTORY_CHANGE", InventoryChangeTask)
+default_registry.register("TOPUPS", TopupsTask)
+default_registry.register("TABLE_DISCOUNT", TableDiscountTask)
+default_registry.register("ASSISTANT_ABOLISH", AssistantAbolishTask)
+default_registry.register("LEDGER", LedgerTask)
+default_registry.register("TICKET_DWD", TicketDwdTask)
+default_registry.register("MANUAL_INGEST", ManualIngestTask)
+default_registry.register("PAYMENTS_DWD", PaymentsDwdTask)
+default_registry.register("MEMBERS_DWD", MembersDwdTask)
+default_registry.register("INIT_ODS_SCHEMA", InitOdsSchemaTask)
+default_registry.register("INIT_DWD_SCHEMA", InitDwdSchemaTask)
+default_registry.register("DWD_LOAD_FROM_ODS", DwdLoadTask)
+default_registry.register("DWD_QUALITY_CHECK", DwdQualityTask)
+for code, task_cls in ODS_TASK_CLASSES.items():
+    default_registry.register(code, task_cls)

etl_billiards/reports/dwd_quality_report.json

@@ -0,0 +1,692 @@
+{
+  "generated_at": "2025-12-09T05:21:24.745244",
+  "tables": [
+    {
+      "dwd_table": "billiards_dwd.dim_site",
+      "ods_table": "billiards_ods.table_fee_transactions",
+      "count": {
+        "dwd": 1,
+        "ods": 200,
+        "diff": -199
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_site_ex",
+      "ods_table": "billiards_ods.table_fee_transactions",
+      "count": {
+        "dwd": 1,
+        "ods": 200,
+        "diff": -199
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_table",
+      "ods_table": "billiards_ods.site_tables_master",
+      "count": {
+        "dwd": 71,
+        "ods": 71,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_table_ex",
+      "ods_table": "billiards_ods.site_tables_master",
+      "count": {
+        "dwd": 71,
+        "ods": 71,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_assistant",
+      "ods_table": "billiards_ods.assistant_accounts_master",
+      "count": {
+        "dwd": 50,
+        "ods": 50,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_assistant_ex",
+      "ods_table": "billiards_ods.assistant_accounts_master",
+      "count": {
+        "dwd": 50,
+        "ods": 50,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_member",
+      "ods_table": "billiards_ods.member_profiles",
+      "count": {
+        "dwd": 199,
+        "ods": 199,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_member_ex",
+      "ods_table": "billiards_ods.member_profiles",
+      "count": {
+        "dwd": 199,
+        "ods": 199,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_member_card_account",
+      "ods_table": "billiards_ods.member_stored_value_cards",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "balance",
+          "dwd_sum": 31061.03,
+          "ods_sum": 31061.03,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_member_card_account_ex",
+      "ods_table": "billiards_ods.member_stored_value_cards",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "deliveryfeededuct",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_tenant_goods",
+      "ods_table": "billiards_ods.tenant_goods_master",
+      "count": {
+        "dwd": 156,
+        "ods": 156,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_tenant_goods_ex",
+      "ods_table": "billiards_ods.tenant_goods_master",
+      "count": {
+        "dwd": 156,
+        "ods": 156,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_store_goods",
+      "ods_table": "billiards_ods.store_goods_master",
+      "count": {
+        "dwd": 161,
+        "ods": 161,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_store_goods_ex",
+      "ods_table": "billiards_ods.store_goods_master",
+      "count": {
+        "dwd": 161,
+        "ods": 161,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_goods_category",
+      "ods_table": "billiards_ods.stock_goods_category_tree",
+      "count": {
+        "dwd": 26,
+        "ods": 9,
+        "diff": 17
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_groupbuy_package",
+      "ods_table": "billiards_ods.group_buy_packages",
+      "count": {
+        "dwd": 17,
+        "ods": 17,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dim_groupbuy_package_ex",
+      "ods_table": "billiards_ods.group_buy_packages",
+      "count": {
+        "dwd": 17,
+        "ods": 17,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_settlement_head",
+      "ods_table": "billiards_ods.settlement_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_settlement_head_ex",
+      "ods_table": "billiards_ods.settlement_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_table_fee_log",
+      "ods_table": "billiards_ods.table_fee_transactions",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "adjust_amount",
+          "dwd_sum": 1157.45,
+          "ods_sum": 1157.45,
+          "diff": 0.0
+        },
+        {
+          "column": "coupon_promotion_amount",
+          "dwd_sum": 11244.49,
+          "ods_sum": 11244.49,
+          "diff": 0.0
+        },
+        {
+          "column": "ledger_amount",
+          "dwd_sum": 18107.0,
+          "ods_sum": 18107.0,
+          "diff": 0.0
+        },
+        {
+          "column": "member_discount_amount",
+          "dwd_sum": 1149.19,
+          "ods_sum": 1149.19,
+          "diff": 0.0
+        },
+        {
+          "column": "real_table_charge_money",
+          "dwd_sum": 5705.06,
+          "ods_sum": 5705.06,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_table_fee_log_ex",
+      "ods_table": "billiards_ods.table_fee_transactions",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "fee_total",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "mgmt_fee",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "service_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "used_card_amount",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_table_fee_adjust",
+      "ods_table": "billiards_ods.table_fee_discount_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "ledger_amount",
+          "dwd_sum": 20650.84,
+          "ods_sum": 20650.84,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_table_fee_adjust_ex",
+      "ods_table": "billiards_ods.table_fee_discount_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_store_goods_sale",
+      "ods_table": "billiards_ods.store_goods_sales_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "cost_money",
+          "dwd_sum": 22.3,
+          "ods_sum": 22.3,
+          "diff": 0.0
+        },
+        {
+          "column": "ledger_amount",
+          "dwd_sum": 4583.0,
+          "ods_sum": 4583.0,
+          "diff": 0.0
+        },
+        {
+          "column": "real_goods_money",
+          "dwd_sum": 3791.0,
+          "ods_sum": 3791.0,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_store_goods_sale_ex",
+      "ods_table": "billiards_ods.store_goods_sales_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "coupon_deduct_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "discount_money",
+          "dwd_sum": 792.0,
+          "ods_sum": 792.0,
+          "diff": 0.0
+        },
+        {
+          "column": "member_discount_amount",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "option_coupon_deduct_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "option_member_discount_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "point_discount_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "point_discount_money_cost",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "push_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_assistant_service_log",
+      "ods_table": "billiards_ods.assistant_service_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "coupon_deduct_money",
+          "dwd_sum": 626.83,
+          "ods_sum": 626.83,
+          "diff": 0.0
+        },
+        {
+          "column": "ledger_amount",
+          "dwd_sum": 63251.37,
+          "ods_sum": 63251.37,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_assistant_service_log_ex",
+      "ods_table": "billiards_ods.assistant_service_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "manual_discount_amount",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "member_discount_amount",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "service_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_assistant_trash_event",
+      "ods_table": "billiards_ods.assistant_cancellation_records",
+      "count": {
+        "dwd": 15,
+        "ods": 15,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_assistant_trash_event_ex",
+      "ods_table": "billiards_ods.assistant_cancellation_records",
+      "count": {
+        "dwd": 15,
+        "ods": 15,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_member_balance_change",
+      "ods_table": "billiards_ods.member_balance_changes",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_member_balance_change_ex",
+      "ods_table": "billiards_ods.member_balance_changes",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "refund_amount",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_groupbuy_redemption",
+      "ods_table": "billiards_ods.group_buy_redemption_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "coupon_money",
+          "dwd_sum": 12266.0,
+          "ods_sum": 12266.0,
+          "diff": 0.0
+        },
+        {
+          "column": "ledger_amount",
+          "dwd_sum": 12049.53,
+          "ods_sum": 12049.53,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_groupbuy_redemption_ex",
+      "ods_table": "billiards_ods.group_buy_redemption_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "assistant_promotion_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "assistant_service_promotion_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "goods_promotion_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "recharge_promotion_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "reward_promotion_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "table_service_promotion_money",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_platform_coupon_redemption",
+      "ods_table": "billiards_ods.platform_coupon_redemption_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "coupon_money",
+          "dwd_sum": 11956.0,
+          "ods_sum": 11956.0,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_platform_coupon_redemption_ex",
+      "ods_table": "billiards_ods.platform_coupon_redemption_records",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_recharge_order",
+      "ods_table": "billiards_ods.recharge_settlements",
+      "count": {
+        "dwd": 74,
+        "ods": 74,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_recharge_order_ex",
+      "ods_table": "billiards_ods.recharge_settlements",
+      "count": {
+        "dwd": 74,
+        "ods": 74,
+        "diff": 0
+      },
+      "amounts": []
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_payment",
+      "ods_table": "billiards_ods.payment_transactions",
+      "count": {
+        "dwd": 200,
+        "ods": 200,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "pay_amount",
+          "dwd_sum": 10863.0,
+          "ods_sum": 10863.0,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_refund",
+      "ods_table": "billiards_ods.refund_transactions",
+      "count": {
+        "dwd": 11,
+        "ods": 11,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "channel_fee",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "pay_amount",
+          "dwd_sum": -62186.0,
+          "ods_sum": -62186.0,
+          "diff": 0.0
+        }
+      ]
+    },
+    {
+      "dwd_table": "billiards_dwd.dwd_refund_ex",
+      "ods_table": "billiards_ods.refund_transactions",
+      "count": {
+        "dwd": 11,
+        "ods": 11,
+        "diff": 0
+      },
+      "amounts": [
+        {
+          "column": "balance_frozen_amount",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "card_frozen_amount",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "refund_amount",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        },
+        {
+          "column": "round_amount",
+          "dwd_sum": 0.0,
+          "ods_sum": 0.0,
+          "diff": 0.0
+        }
+      ]
+    }
+  ],
+  "note": "行数/金额核对，金额字段基于列名包含 amount/money/fee/balance 的数值列自动扫描。"
+}

etl_billiards/run_ods.bat

@@ -0,0 +1,27 @@
+@echo off
+REM -*- coding: utf-8 -*-
+REM 说明：一键重建 ODS（执行 INIT_ODS_SCHEMA）并灌入示例 JSON（执行 MANUAL_INGEST）
+REM 使用配置：.env 中 PG_DSN、INGEST_SOURCE_DIR，或通过参数覆盖
+
+setlocal
+cd /d %~dp0
+
+REM 如果需要覆盖示例目录，可修改下面的 INGEST_DIR
+set "INGEST_DIR=C:\dev\LLTQ\export\test-json-doc"
+
+echo [INIT_ODS_SCHEMA] 准备执行，源目录=%INGEST_DIR%
+python -m cli.main --tasks INIT_ODS_SCHEMA --pipeline-flow INGEST_ONLY --ingest-source "%INGEST_DIR%"
+if errorlevel 1 (
+  echo INIT_ODS_SCHEMA 失败，退出
+  exit /b 1
+)
+
+echo [MANUAL_INGEST] 准备执行，源目录=%INGEST_DIR%
+python -m cli.main --tasks MANUAL_INGEST --pipeline-flow INGEST_ONLY --ingest-source "%INGEST_DIR%"
+if errorlevel 1 (
+  echo MANUAL_INGEST 失败，退出
+  exit /b 1
+)
+
+echo 全部完成。
+endlocal

etl_billiards/scd/scd2_handler.py

@@ -1,92 +1,89 @@
 # -*- coding: utf-8 -*-
-"""SCD2 (Slowly Changing Dimension Type 2) 处理器"""
+"""SCD2 (Slowly Changing Dimension Type 2) 处理逻辑"""
 from datetime import datetime
 
+
+def _row_to_dict(cursor, row):
+    if row is None:
+        return None
+    columns = [desc[0] for desc in cursor.description]
+    return {col: row[idx] for idx, col in enumerate(columns)}
+
+
 class SCD2Handler:
-    """SCD2历史记录处理器"""
-    
+    """SCD2历史记录处理"""
+
     def __init__(self, db_ops):
         self.db = db_ops
-    
-    def upsert(self, table_name: str, natural_key: list, tracked_fields: list,
-               record: dict, effective_date: datetime = None) -> str:
+
+    def upsert(
+        self,
+        table_name: str,
+        natural_key: list,
+        tracked_fields: list,
+        record: dict,
+        effective_date: datetime = None,
+    ) -> str:
         """
         处理SCD2更新
-        
-        Args:
-            table_name: 表名
-            natural_key: 自然键字段列表
-            tracked_fields: 需要跟踪变化的字段列表
-            record: 记录数据
-            effective_date: 生效日期
-        
+
         Returns:
             操作类型: 'INSERT', 'UPDATE', 'UNCHANGED'
         """
         effective_date = effective_date or datetime.now()
-        
-        # 查找当前有效记录
+
         where_clause = " AND ".join([f"{k} = %({k})s" for k in natural_key])
         sql_select = f"""
         SELECT * FROM {table_name}
         WHERE {where_clause}
           AND valid_to IS NULL
         """
-        
-        # 使用 db 的 connection
-        current = self.db.conn.cursor()
-        current.execute(sql_select, record)
-        existing = current.fetchone()
-        
-        if not existing:
-            # 新记录：直接插入
+
+        with self.db.conn.cursor() as current:
+            current.execute(sql_select, record)
+            existing = _row_to_dict(current, current.fetchone())
+
+            if not existing:
+                record["valid_from"] = effective_date
+                record["valid_to"] = None
+                record["is_current"] = True
+
+                fields = list(record.keys())
+                placeholders = ", ".join([f"%({f})s" for f in fields])
+                sql_insert = f"""
+                INSERT INTO {table_name} ({', '.join(fields)})
+                VALUES ({placeholders})
+                """
+                current.execute(sql_insert, record)
+                return "INSERT"
+
+            has_changes = any(existing.get(field) != record.get(field) for field in tracked_fields)
+            if not has_changes:
+                return "UNCHANGED"
+
+            update_where = " AND ".join([f"{k} = %({k})s" for k in natural_key])
+            sql_close = f"""
+            UPDATE {table_name}
+            SET valid_to = %(effective_date)s,
+                is_current = FALSE
+            WHERE {update_where}
+              AND valid_to IS NULL
+            """
+            record["effective_date"] = effective_date
+            current.execute(sql_close, record)
+
             record["valid_from"] = effective_date
             record["valid_to"] = None
             record["is_current"] = True
-            
+
             fields = list(record.keys())
+            if "effective_date" in fields:
+                fields.remove("effective_date")
             placeholders = ", ".join([f"%({f})s" for f in fields])
             sql_insert = f"""
             INSERT INTO {table_name} ({', '.join(fields)})
             VALUES ({placeholders})
             """
             current.execute(sql_insert, record)
-            return 'INSERT'
-        
-        # 检查是否有变化
-        has_changes = any(
-            existing.get(field) != record.get(field)
-            for field in tracked_fields
-        )
-        
-        if not has_changes:
-            return 'UNCHANGED'
-        
-        # 有变化：关闭旧记录，插入新记录
-        update_where = " AND ".join([f"{k} = %({k})s" for k in natural_key])
-        sql_close = f"""
-        UPDATE {table_name}
-        SET valid_to = %(effective_date)s,
-            is_current = FALSE
-        WHERE {update_where}
-          AND valid_to IS NULL
-        """
-        record["effective_date"] = effective_date
-        current.execute(sql_close, record)
-        
-        # 插入新记录
-        record["valid_from"] = effective_date
-        record["valid_to"] = None
-        record["is_current"] = True
-        
-        fields = list(record.keys())
-        if "effective_date" in fields:
-            fields.remove("effective_date")
-        placeholders = ", ".join([f"%({f})s" for f in fields])
-        sql_insert = f"""
-        INSERT INTO {table_name} ({', '.join(fields)})
-        VALUES ({placeholders})
-        """
-        current.execute(sql_insert, record)
-        
-        return 'UPDATE'
+
+        return "UPDATE"

etl_billiards/scripts/bootstrap_schema.py

@@ -0,0 +1,76 @@
+# -*- coding: utf-8 -*-
+"""Apply the PRD-aligned warehouse schema (ODS/DWD/DWS) to PostgreSQL."""
+from __future__ import annotations
+
+import argparse
+import os
+import sys
+from pathlib import Path
+
+PROJECT_ROOT = Path(__file__).resolve().parents[1]
+if str(PROJECT_ROOT) not in sys.path:
+    sys.path.insert(0, str(PROJECT_ROOT))
+
+from database.connection import DatabaseConnection  # noqa: E402
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(
+        description="Create/upgrade warehouse schemas using schema_v2.sql"
+    )
+    parser.add_argument(
+        "--dsn",
+        help="PostgreSQL DSN (fallback to PG_DSN env)",
+        default=os.environ.get("PG_DSN"),
+    )
+    parser.add_argument(
+        "--file",
+        help="Path to schema SQL",
+        default=str(PROJECT_ROOT / "database" / "schema_v2.sql"),
+    )
+    parser.add_argument(
+        "--timeout",
+        type=int,
+        default=int(os.environ.get("PG_CONNECT_TIMEOUT", 10) or 10),
+        help="connect_timeout seconds (capped at 20, default 10)",
+    )
+    return parser.parse_args()
+
+
+def apply_schema(dsn: str, sql_path: Path, timeout: int) -> None:
+    if not sql_path.exists():
+        raise FileNotFoundError(f"Schema file not found: {sql_path}")
+
+    sql_text = sql_path.read_text(encoding="utf-8")
+    timeout_val = max(1, min(timeout, 20))
+
+    conn = DatabaseConnection(dsn, connect_timeout=timeout_val)
+    try:
+        with conn.conn.cursor() as cur:
+            cur.execute(sql_text)
+        conn.commit()
+    except Exception:
+        conn.rollback()
+        raise
+    finally:
+        conn.close()
+
+
+def main() -> int:
+    args = parse_args()
+    if not args.dsn:
+        print("Missing DSN. Set PG_DSN or pass --dsn.", file=sys.stderr)
+        return 2
+
+    try:
+        apply_schema(args.dsn, Path(args.file), args.timeout)
+    except Exception as exc:  # pragma: no cover - utility script
+        print(f"Schema apply failed: {exc}", file=sys.stderr)
+        return 1
+
+    print("Schema applied successfully.")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

etl_billiards/scripts/build_dwd_from_ods.py

@@ -0,0 +1,426 @@
+# -*- coding: utf-8 -*-
+"""Populate PRD DWD tables from ODS payload snapshots."""
+from __future__ import annotations
+
+import argparse
+import os
+import sys
+
+import psycopg2
+
+
+SQL_STEPS: list[tuple[str, str]] = [
+    (
+        "dim_tenant",
+        """
+        INSERT INTO billiards_dwd.dim_tenant (tenant_id, tenant_name, status)
+        SELECT DISTINCT tenant_id, 'default' AS tenant_name, 'active' AS status
+        FROM (
+            SELECT tenant_id FROM billiards_ods.settlement_records
+            UNION SELECT tenant_id FROM billiards_ods.ods_order_receipt_detail
+            UNION SELECT tenant_id FROM billiards_ods.member_profiles
+        ) s
+        WHERE tenant_id IS NOT NULL
+        ON CONFLICT (tenant_id) DO UPDATE SET updated_at = now();
+        """,
+    ),
+    (
+        "dim_site",
+        """
+        INSERT INTO billiards_dwd.dim_site (site_id, tenant_id, site_name, status)
+        SELECT DISTINCT site_id, MAX(tenant_id) AS tenant_id, 'default' AS site_name, 'active' AS status
+        FROM (
+            SELECT site_id, tenant_id FROM billiards_ods.settlement_records
+            UNION SELECT site_id, tenant_id FROM billiards_ods.ods_order_receipt_detail
+            UNION SELECT site_id, tenant_id FROM billiards_ods.ods_table_info
+        ) s
+        WHERE site_id IS NOT NULL
+        GROUP BY site_id
+        ON CONFLICT (site_id) DO UPDATE SET updated_at = now();
+        """,
+    ),
+    (
+        "dim_product_category",
+        """
+        INSERT INTO billiards_dwd.dim_product_category (category_id, category_name, parent_id, level_no, status)
+        SELECT DISTINCT category_id, category_name, parent_id, level_no, status
+        FROM billiards_ods.ods_goods_category
+        WHERE category_id IS NOT NULL
+        ON CONFLICT (category_id) DO UPDATE SET
+            category_name = EXCLUDED.category_name,
+            parent_id = EXCLUDED.parent_id,
+            level_no = EXCLUDED.level_no,
+            status = EXCLUDED.status;
+        """,
+    ),
+    (
+        "dim_product",
+        """
+        INSERT INTO billiards_dwd.dim_product (goods_id, goods_name, goods_code, category_id, category_name, unit, default_price, status)
+        SELECT DISTINCT goods_id, goods_name, NULL::TEXT AS goods_code, category_id, category_name, NULL::TEXT AS unit, sale_price AS default_price, status
+        FROM billiards_ods.ods_store_product
+        WHERE goods_id IS NOT NULL
+        ON CONFLICT (goods_id) DO UPDATE SET
+            goods_name = EXCLUDED.goods_name,
+            category_id = EXCLUDED.category_id,
+            category_name = EXCLUDED.category_name,
+            default_price = EXCLUDED.default_price,
+            status = EXCLUDED.status,
+            updated_at = now();
+        """,
+    ),
+    (
+        "dim_product_from_sales",
+        """
+        INSERT INTO billiards_dwd.dim_product (goods_id, goods_name)
+        SELECT DISTINCT goods_id, goods_name
+        FROM billiards_ods.ods_store_sale_item
+        WHERE goods_id IS NOT NULL
+        ON CONFLICT (goods_id) DO NOTHING;
+        """,
+    ),
+    (
+        "dim_member_card_type",
+        """
+        INSERT INTO billiards_dwd.dim_member_card_type (card_type_id, card_type_name, discount_rate)
+        SELECT DISTINCT card_type_id, card_type_name, discount_rate
+        FROM billiards_ods.member_stored_value_cards
+        WHERE card_type_id IS NOT NULL
+        ON CONFLICT (card_type_id) DO UPDATE SET
+            card_type_name = EXCLUDED.card_type_name,
+            discount_rate = EXCLUDED.discount_rate;
+        """,
+    ),
+    (
+        "dim_member",
+        """
+        INSERT INTO billiards_dwd.dim_member (
+            site_id, member_id, tenant_id, member_name, nickname, gender, birthday, mobile,
+            member_type_id, member_type_name, status, register_time, last_visit_time,
+            balance, total_recharge_amount, total_consumed_amount, wechat_id, alipay_id, remark
+        )
+        SELECT DISTINCT
+            prof.site_id,
+            prof.member_id,
+            prof.tenant_id,
+            prof.member_name,
+            prof.nickname,
+            prof.gender,
+            prof.birthday,
+            prof.mobile,
+            card.member_type_id,
+            card.member_type_name,
+            prof.status,
+            prof.register_time,
+            prof.last_visit_time,
+            prof.balance,
+            NULL::NUMERIC AS total_recharge_amount,
+            NULL::NUMERIC AS total_consumed_amount,
+            prof.wechat_id,
+            prof.alipay_id,
+            prof.remarks
+        FROM billiards_ods.member_profiles prof
+        LEFT JOIN (
+            SELECT DISTINCT site_id, member_id, card_type_id AS member_type_id, card_type_name AS member_type_name
+            FROM billiards_ods.member_stored_value_cards
+        ) card
+          ON prof.site_id = card.site_id AND prof.member_id = card.member_id
+        WHERE prof.member_id IS NOT NULL
+        ON CONFLICT (site_id, member_id) DO UPDATE SET
+            member_name = EXCLUDED.member_name,
+            nickname = EXCLUDED.nickname,
+            gender = EXCLUDED.gender,
+            birthday = EXCLUDED.birthday,
+            mobile = EXCLUDED.mobile,
+            member_type_id = EXCLUDED.member_type_id,
+            member_type_name = EXCLUDED.member_type_name,
+            status = EXCLUDED.status,
+            register_time = EXCLUDED.register_time,
+            last_visit_time = EXCLUDED.last_visit_time,
+            balance = EXCLUDED.balance,
+            wechat_id = EXCLUDED.wechat_id,
+            alipay_id = EXCLUDED.alipay_id,
+            remark = EXCLUDED.remark,
+            updated_at = now();
+        """,
+    ),
+    (
+        "dim_table",
+        """
+        INSERT INTO billiards_dwd.dim_table (table_id, site_id, table_code, table_name, table_type, area_name, status, created_time, updated_time)
+        SELECT DISTINCT table_id, site_id, table_code, table_name, table_type, area_name, status, created_time, updated_time
+        FROM billiards_ods.ods_table_info
+        WHERE table_id IS NOT NULL
+        ON CONFLICT (table_id) DO UPDATE SET
+            site_id = EXCLUDED.site_id,
+            table_code = EXCLUDED.table_code,
+            table_name = EXCLUDED.table_name,
+            table_type = EXCLUDED.table_type,
+            area_name = EXCLUDED.area_name,
+            status = EXCLUDED.status,
+            created_time = EXCLUDED.created_time,
+            updated_time = EXCLUDED.updated_time;
+        """,
+    ),
+    (
+        "dim_assistant",
+        """
+        INSERT INTO billiards_dwd.dim_assistant (assistant_id, assistant_name, mobile, status)
+        SELECT DISTINCT assistant_id, assistant_name, mobile, status
+        FROM billiards_ods.assistant_accounts_master
+        WHERE assistant_id IS NOT NULL
+        ON CONFLICT (assistant_id) DO UPDATE SET
+            assistant_name = EXCLUDED.assistant_name,
+            mobile = EXCLUDED.mobile,
+            status = EXCLUDED.status,
+            updated_at = now();
+        """,
+    ),
+    (
+        "dim_pay_method",
+        """
+        INSERT INTO billiards_dwd.dim_pay_method (pay_method_code, pay_method_name, is_stored_value, status)
+        SELECT DISTINCT pay_method_code, pay_method_name, FALSE AS is_stored_value, 'active' AS status
+        FROM billiards_ods.payment_transactions
+        WHERE pay_method_code IS NOT NULL
+        ON CONFLICT (pay_method_code) DO UPDATE SET
+            pay_method_name = EXCLUDED.pay_method_name,
+            status = EXCLUDED.status,
+            updated_at = now();
+        """,
+    ),
+    (
+        "dim_coupon_platform",
+        """
+        INSERT INTO billiards_dwd.dim_coupon_platform (platform_code, platform_name)
+        SELECT DISTINCT platform_code, platform_code AS platform_name
+        FROM billiards_ods.ods_platform_coupon_log
+        WHERE platform_code IS NOT NULL
+        ON CONFLICT (platform_code) DO NOTHING;
+        """,
+    ),
+    (
+        "fact_sale_item",
+        """
+        INSERT INTO billiards_dwd.fact_sale_item (
+            site_id, sale_item_id, order_trade_no, order_settle_id, member_id,
+            goods_id, category_id, quantity, original_amount, discount_amount,
+            final_amount, is_gift, sale_time
+        )
+        SELECT
+            site_id,
+            sale_item_id,
+            order_trade_no,
+            order_settle_id,
+            NULL::BIGINT AS member_id,
+            goods_id,
+            category_id,
+            quantity,
+            original_amount,
+            discount_amount,
+            final_amount,
+            COALESCE(is_gift, FALSE),
+            sale_time
+        FROM billiards_ods.ods_store_sale_item
+        ON CONFLICT (site_id, sale_item_id) DO NOTHING;
+        """,
+    ),
+    (
+        "fact_table_usage",
+        """
+        INSERT INTO billiards_dwd.fact_table_usage (
+            site_id, ledger_id, order_trade_no, order_settle_id, table_id,
+            member_id, start_time, end_time, duration_minutes,
+            original_table_fee, member_discount_amount, manual_discount_amount,
+            final_table_fee, is_canceled, cancel_time
+        )
+        SELECT
+            site_id,
+            ledger_id,
+            order_trade_no,
+            order_settle_id,
+            table_id,
+            member_id,
+            start_time,
+            end_time,
+            duration_minutes,
+            original_table_fee,
+            0::NUMERIC AS member_discount_amount,
+            discount_amount AS manual_discount_amount,
+            final_table_fee,
+            FALSE AS is_canceled,
+            NULL::TIMESTAMPTZ AS cancel_time
+        FROM billiards_ods.table_fee_transactions_log
+        ON CONFLICT (site_id, ledger_id) DO NOTHING;
+        """,
+    ),
+    (
+        "fact_assistant_service",
+        """
+        INSERT INTO billiards_dwd.fact_assistant_service (
+            site_id, ledger_id, order_trade_no, order_settle_id, assistant_id,
+            assist_type_code, member_id, start_time, end_time, duration_minutes,
+            original_fee, member_discount_amount, manual_discount_amount,
+            final_fee, is_canceled, cancel_time
+        )
+        SELECT
+            site_id,
+            ledger_id,
+            order_trade_no,
+            order_settle_id,
+            assistant_id,
+            NULL::TEXT AS assist_type_code,
+            member_id,
+            start_time,
+            end_time,
+            duration_minutes,
+            original_fee,
+            0::NUMERIC AS member_discount_amount,
+            discount_amount AS manual_discount_amount,
+            final_fee,
+            FALSE AS is_canceled,
+            NULL::TIMESTAMPTZ AS cancel_time
+        FROM billiards_ods.ods_assistant_service_log
+        ON CONFLICT (site_id, ledger_id) DO NOTHING;
+        """,
+    ),
+    (
+        "fact_coupon_usage",
+        """
+        INSERT INTO billiards_dwd.fact_coupon_usage (
+            site_id, coupon_id, package_id, order_trade_no, order_settle_id,
+            member_id, platform_code, status, deduct_amount, settle_price, used_time
+        )
+        SELECT
+            site_id,
+            coupon_id,
+            NULL::BIGINT AS package_id,
+            order_trade_no,
+            order_settle_id,
+            member_id,
+            platform_code,
+            status,
+            deduct_amount,
+            settle_price,
+            used_time
+        FROM billiards_ods.ods_platform_coupon_log
+        ON CONFLICT (site_id, coupon_id) DO NOTHING;
+        """,
+    ),
+    (
+        "fact_payment",
+        """
+        INSERT INTO billiards_dwd.fact_payment (
+            site_id, pay_id, order_trade_no, order_settle_id, member_id,
+            pay_method_code, pay_amount, pay_time, relate_type, relate_id
+        )
+        SELECT
+            site_id,
+            pay_id,
+            order_trade_no,
+            order_settle_id,
+            member_id,
+            pay_method_code,
+            pay_amount,
+            pay_time,
+            relate_type,
+            relate_id
+        FROM billiards_ods.payment_transactions
+        ON CONFLICT (site_id, pay_id) DO NOTHING;
+        """,
+    ),
+    (
+        "fact_refund",
+        """
+        INSERT INTO billiards_dwd.fact_refund (
+            site_id, refund_id, order_trade_no, order_settle_id, member_id,
+            pay_method_code, refund_amount, refund_time, status
+        )
+        SELECT
+            site_id,
+            refund_id,
+            order_trade_no,
+            order_settle_id,
+            member_id,
+            pay_method_code,
+            refund_amount,
+            refund_time,
+            status
+        FROM billiards_ods.refund_transactions
+        ON CONFLICT (site_id, refund_id) DO NOTHING;
+        """,
+    ),
+    (
+        "fact_balance_change",
+        """
+        INSERT INTO billiards_dwd.fact_balance_change (
+            site_id, change_id, member_id, change_type, relate_type, relate_id,
+            pay_method_code, change_amount, balance_before, balance_after, change_time
+        )
+        SELECT
+            site_id,
+            change_id,
+            member_id,
+            change_type,
+            NULL::TEXT AS relate_type,
+            relate_id,
+            NULL::TEXT AS pay_method_code,
+            change_amount,
+            balance_before,
+            balance_after,
+            change_time
+        FROM billiards_ods.member_balance_changes
+        ON CONFLICT (site_id, change_id) DO NOTHING;
+        """,
+    ),
+]
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="Build DWD tables from ODS payloads (PRD schema).")
+    parser.add_argument(
+        "--dsn",
+        default=os.environ.get("PG_DSN"),
+        help="PostgreSQL DSN (fallback PG_DSN env)",
+    )
+    parser.add_argument(
+        "--timeout",
+        type=int,
+        default=int(os.environ.get("PG_CONNECT_TIMEOUT", 10) or 10),
+        help="connect_timeout seconds (capped at 20, default 10)",
+    )
+    return parser.parse_args()
+
+
+def main() -> int:
+    args = parse_args()
+    if not args.dsn:
+        print("Missing DSN. Use --dsn or PG_DSN.", file=sys.stderr)
+        return 2
+
+    timeout_val = max(1, min(args.timeout, 20))
+    conn = psycopg2.connect(args.dsn, connect_timeout=timeout_val)
+    conn.autocommit = False
+    try:
+        with conn.cursor() as cur:
+            for name, sql in SQL_STEPS:
+                cur.execute(sql)
+                print(f"[OK] {name}")
+        conn.commit()
+    except Exception as exc:  # pragma: no cover - operational script
+        conn.rollback()
+        print(f"[FAIL] {exc}", file=sys.stderr)
+        return 1
+    finally:
+        try:
+            conn.close()
+        except Exception:
+            pass
+
+    print("DWD build complete.")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
+

etl_billiards/scripts/build_dws_order_summary.py

@@ -0,0 +1,322 @@
+# -*- coding: utf-8 -*-
+"""Recompute billiards_dws.dws_order_summary from DWD fact tables."""
+from __future__ import annotations
+
+import argparse
+import os
+import sys
+from pathlib import Path
+
+PROJECT_ROOT = Path(__file__).resolve().parents[1]
+if str(PROJECT_ROOT) not in sys.path:
+    sys.path.insert(0, str(PROJECT_ROOT))
+
+from database.connection import DatabaseConnection  # noqa: E402
+
+
+SQL_BUILD_SUMMARY = r"""
+WITH table_fee AS (
+    SELECT
+        site_id,
+        order_settle_id,
+        order_trade_no,
+        MIN(member_id) AS member_id,
+        SUM(COALESCE(final_table_fee, 0)) AS table_fee_amount,
+        SUM(COALESCE(member_discount_amount, 0)) AS member_discount_amount,
+        SUM(COALESCE(manual_discount_amount, 0)) AS manual_discount_amount,
+        SUM(COALESCE(original_table_fee, 0)) AS original_table_fee,
+        MIN(start_time) AS first_time
+    FROM billiards_dwd.fact_table_usage
+    WHERE (%(site_id)s IS NULL OR site_id = %(site_id)s)
+      AND (%(start_date)s IS NULL OR start_time::date >= %(start_date)s)
+      AND (%(end_date)s IS NULL OR start_time::date <= %(end_date)s)
+      AND COALESCE(is_canceled, FALSE) = FALSE
+    GROUP BY site_id, order_settle_id, order_trade_no
+),
+assistant_fee AS (
+    SELECT
+        site_id,
+        order_settle_id,
+        order_trade_no,
+        MIN(member_id) AS member_id,
+        SUM(COALESCE(final_fee, 0)) AS assistant_service_amount,
+        SUM(COALESCE(member_discount_amount, 0)) AS member_discount_amount,
+        SUM(COALESCE(manual_discount_amount, 0)) AS manual_discount_amount,
+        SUM(COALESCE(original_fee, 0)) AS original_fee,
+        MIN(start_time) AS first_time
+    FROM billiards_dwd.fact_assistant_service
+    WHERE (%(site_id)s IS NULL OR site_id = %(site_id)s)
+      AND (%(start_date)s IS NULL OR start_time::date >= %(start_date)s)
+      AND (%(end_date)s IS NULL OR start_time::date <= %(end_date)s)
+      AND COALESCE(is_canceled, FALSE) = FALSE
+    GROUP BY site_id, order_settle_id, order_trade_no
+),
+goods_fee AS (
+    SELECT
+        site_id,
+        order_settle_id,
+        order_trade_no,
+        MIN(member_id) AS member_id,
+        SUM(COALESCE(final_amount, 0)) FILTER (WHERE COALESCE(is_gift, FALSE) = FALSE) AS goods_amount,
+        SUM(COALESCE(discount_amount, 0)) FILTER (WHERE COALESCE(is_gift, FALSE) = FALSE) AS goods_discount_amount,
+        SUM(COALESCE(original_amount, 0)) FILTER (WHERE COALESCE(is_gift, FALSE) = FALSE) AS goods_original_amount,
+        COUNT(*) FILTER (WHERE COALESCE(is_gift, FALSE) = FALSE) AS item_count,
+        SUM(COALESCE(quantity, 0)) FILTER (WHERE COALESCE(is_gift, FALSE) = FALSE) AS total_item_quantity,
+        MIN(sale_time) AS first_time
+    FROM billiards_dwd.fact_sale_item
+    WHERE (%(site_id)s IS NULL OR site_id = %(site_id)s)
+      AND (%(start_date)s IS NULL OR sale_time::date >= %(start_date)s)
+      AND (%(end_date)s IS NULL OR sale_time::date <= %(end_date)s)
+    GROUP BY site_id, order_settle_id, order_trade_no
+),
+coupon_usage AS (
+    SELECT
+        site_id,
+        order_settle_id,
+        order_trade_no,
+        MIN(member_id) AS member_id,
+        SUM(COALESCE(deduct_amount, 0)) AS coupon_deduction,
+        SUM(COALESCE(settle_price, 0)) AS settle_price,
+        MIN(used_time) AS first_time
+    FROM billiards_dwd.fact_coupon_usage
+    WHERE (%(site_id)s IS NULL OR site_id = %(site_id)s)
+      AND (%(start_date)s IS NULL OR used_time::date >= %(start_date)s)
+      AND (%(end_date)s IS NULL OR used_time::date <= %(end_date)s)
+    GROUP BY site_id, order_settle_id, order_trade_no
+),
+payments AS (
+    SELECT
+        fp.site_id,
+        fp.order_settle_id,
+        fp.order_trade_no,
+        MIN(fp.member_id) AS member_id,
+        SUM(COALESCE(fp.pay_amount, 0)) AS total_paid_amount,
+        SUM(COALESCE(fp.pay_amount, 0)) FILTER (WHERE COALESCE(pm.is_stored_value, FALSE)) AS stored_card_deduct,
+        SUM(COALESCE(fp.pay_amount, 0)) FILTER (WHERE NOT COALESCE(pm.is_stored_value, FALSE)) AS external_paid_amount,
+        MIN(fp.pay_time) AS first_time
+    FROM billiards_dwd.fact_payment fp
+    LEFT JOIN billiards_dwd.dim_pay_method pm ON fp.pay_method_code = pm.pay_method_code
+    WHERE (%(site_id)s IS NULL OR fp.site_id = %(site_id)s)
+      AND (%(start_date)s IS NULL OR fp.pay_time::date >= %(start_date)s)
+      AND (%(end_date)s IS NULL OR fp.pay_time::date <= %(end_date)s)
+    GROUP BY fp.site_id, fp.order_settle_id, fp.order_trade_no
+),
+refunds AS (
+    SELECT
+        site_id,
+        order_settle_id,
+        order_trade_no,
+        SUM(COALESCE(refund_amount, 0)) AS refund_amount
+    FROM billiards_dwd.fact_refund
+    WHERE (%(site_id)s IS NULL OR site_id = %(site_id)s)
+      AND (%(start_date)s IS NULL OR refund_time::date >= %(start_date)s)
+      AND (%(end_date)s IS NULL OR refund_time::date <= %(end_date)s)
+    GROUP BY site_id, order_settle_id, order_trade_no
+),
+combined_ids AS (
+    SELECT site_id, order_settle_id, order_trade_no FROM table_fee
+    UNION
+    SELECT site_id, order_settle_id, order_trade_no FROM assistant_fee
+    UNION
+    SELECT site_id, order_settle_id, order_trade_no FROM goods_fee
+    UNION
+    SELECT site_id, order_settle_id, order_trade_no FROM coupon_usage
+    UNION
+    SELECT site_id, order_settle_id, order_trade_no FROM payments
+    UNION
+    SELECT site_id, order_settle_id, order_trade_no FROM refunds
+),
+site_dim AS (
+    SELECT site_id, tenant_id FROM billiards_dwd.dim_site
+)
+INSERT INTO billiards_dws.dws_order_summary (
+    site_id,
+    order_settle_id,
+    order_trade_no,
+    order_date,
+    tenant_id,
+    member_id,
+    member_flag,
+    recharge_order_flag,
+    item_count,
+    total_item_quantity,
+    table_fee_amount,
+    assistant_service_amount,
+    goods_amount,
+    group_amount,
+    total_coupon_deduction,
+    member_discount_amount,
+    manual_discount_amount,
+    order_original_amount,
+    order_final_amount,
+    stored_card_deduct,
+    external_paid_amount,
+    total_paid_amount,
+    book_table_flow,
+    book_assistant_flow,
+    book_goods_flow,
+    book_group_flow,
+    book_order_flow,
+    order_effective_consume_cash,
+    order_effective_recharge_cash,
+    order_effective_flow,
+    refund_amount,
+    net_income,
+    created_at,
+    updated_at
+)
+SELECT
+    c.site_id,
+    c.order_settle_id,
+    c.order_trade_no,
+    COALESCE(tf.first_time, af.first_time, gf.first_time, pay.first_time, cu.first_time)::date AS order_date,
+    sd.tenant_id,
+    COALESCE(tf.member_id, af.member_id, gf.member_id, cu.member_id, pay.member_id) AS member_id,
+    COALESCE(tf.member_id, af.member_id, gf.member_id, cu.member_id, pay.member_id) IS NOT NULL AS member_flag,
+    -- recharge flag: no consumption side but has payments
+    (COALESCE(tf.table_fee_amount, 0) + COALESCE(af.assistant_service_amount, 0) + COALESCE(gf.goods_amount, 0) + COALESCE(cu.settle_price, 0) = 0)
+        AND COALESCE(pay.total_paid_amount, 0) > 0 AS recharge_order_flag,
+    COALESCE(gf.item_count, 0) AS item_count,
+    COALESCE(gf.total_item_quantity, 0) AS total_item_quantity,
+    COALESCE(tf.table_fee_amount, 0) AS table_fee_amount,
+    COALESCE(af.assistant_service_amount, 0) AS assistant_service_amount,
+    COALESCE(gf.goods_amount, 0) AS goods_amount,
+    COALESCE(cu.settle_price, 0) AS group_amount,
+    COALESCE(cu.coupon_deduction, 0) AS total_coupon_deduction,
+    COALESCE(tf.member_discount_amount, 0) + COALESCE(af.member_discount_amount, 0) + COALESCE(gf.goods_discount_amount, 0) AS member_discount_amount,
+    COALESCE(tf.manual_discount_amount, 0) + COALESCE(af.manual_discount_amount, 0) AS manual_discount_amount,
+    COALESCE(tf.original_table_fee, 0) + COALESCE(af.original_fee, 0) + COALESCE(gf.goods_original_amount, 0) AS order_original_amount,
+    COALESCE(tf.table_fee_amount, 0) + COALESCE(af.assistant_service_amount, 0) + COALESCE(gf.goods_amount, 0) + COALESCE(cu.settle_price, 0) - COALESCE(cu.coupon_deduction, 0) AS order_final_amount,
+    COALESCE(pay.stored_card_deduct, 0) AS stored_card_deduct,
+    COALESCE(pay.external_paid_amount, 0) AS external_paid_amount,
+    COALESCE(pay.total_paid_amount, 0) AS total_paid_amount,
+    COALESCE(tf.table_fee_amount, 0) AS book_table_flow,
+    COALESCE(af.assistant_service_amount, 0) AS book_assistant_flow,
+    COALESCE(gf.goods_amount, 0) AS book_goods_flow,
+    COALESCE(cu.settle_price, 0) AS book_group_flow,
+    COALESCE(tf.table_fee_amount, 0) + COALESCE(af.assistant_service_amount, 0) + COALESCE(gf.goods_amount, 0) + COALESCE(cu.settle_price, 0) AS book_order_flow,
+    CASE
+        WHEN (COALESCE(tf.table_fee_amount, 0) + COALESCE(af.assistant_service_amount, 0) + COALESCE(gf.goods_amount, 0) + COALESCE(cu.settle_price, 0) = 0)
+            THEN 0
+        ELSE COALESCE(pay.external_paid_amount, 0)
+    END AS order_effective_consume_cash,
+    CASE
+        WHEN (COALESCE(tf.table_fee_amount, 0) + COALESCE(af.assistant_service_amount, 0) + COALESCE(gf.goods_amount, 0) + COALESCE(cu.settle_price, 0) = 0)
+            THEN COALESCE(pay.external_paid_amount, 0)
+        ELSE 0
+    END AS order_effective_recharge_cash,
+    COALESCE(pay.external_paid_amount, 0) + COALESCE(cu.settle_price, 0) AS order_effective_flow,
+    COALESCE(rf.refund_amount, 0) AS refund_amount,
+    (COALESCE(pay.external_paid_amount, 0) + COALESCE(cu.settle_price, 0)) - COALESCE(rf.refund_amount, 0) AS net_income,
+    now() AS created_at,
+    now() AS updated_at
+FROM combined_ids c
+LEFT JOIN table_fee tf ON c.site_id = tf.site_id AND c.order_settle_id = tf.order_settle_id
+LEFT JOIN assistant_fee af ON c.site_id = af.site_id AND c.order_settle_id = af.order_settle_id
+LEFT JOIN goods_fee gf ON c.site_id = gf.site_id AND c.order_settle_id = gf.order_settle_id
+LEFT JOIN coupon_usage cu ON c.site_id = cu.site_id AND c.order_settle_id = cu.order_settle_id
+LEFT JOIN payments pay ON c.site_id = pay.site_id AND c.order_settle_id = pay.order_settle_id
+LEFT JOIN refunds rf ON c.site_id = rf.site_id AND c.order_settle_id = rf.order_settle_id
+LEFT JOIN site_dim sd ON c.site_id = sd.site_id
+ON CONFLICT (site_id, order_settle_id) DO UPDATE SET
+    order_trade_no = EXCLUDED.order_trade_no,
+    order_date = EXCLUDED.order_date,
+    tenant_id = EXCLUDED.tenant_id,
+    member_id = EXCLUDED.member_id,
+    member_flag = EXCLUDED.member_flag,
+    recharge_order_flag = EXCLUDED.recharge_order_flag,
+    item_count = EXCLUDED.item_count,
+    total_item_quantity = EXCLUDED.total_item_quantity,
+    table_fee_amount = EXCLUDED.table_fee_amount,
+    assistant_service_amount = EXCLUDED.assistant_service_amount,
+    goods_amount = EXCLUDED.goods_amount,
+    group_amount = EXCLUDED.group_amount,
+    total_coupon_deduction = EXCLUDED.total_coupon_deduction,
+    member_discount_amount = EXCLUDED.member_discount_amount,
+    manual_discount_amount = EXCLUDED.manual_discount_amount,
+    order_original_amount = EXCLUDED.order_original_amount,
+    order_final_amount = EXCLUDED.order_final_amount,
+    stored_card_deduct = EXCLUDED.stored_card_deduct,
+    external_paid_amount = EXCLUDED.external_paid_amount,
+    total_paid_amount = EXCLUDED.total_paid_amount,
+    book_table_flow = EXCLUDED.book_table_flow,
+    book_assistant_flow = EXCLUDED.book_assistant_flow,
+    book_goods_flow = EXCLUDED.book_goods_flow,
+    book_group_flow = EXCLUDED.book_group_flow,
+    book_order_flow = EXCLUDED.book_order_flow,
+    order_effective_consume_cash = EXCLUDED.order_effective_consume_cash,
+    order_effective_recharge_cash = EXCLUDED.order_effective_recharge_cash,
+    order_effective_flow = EXCLUDED.order_effective_flow,
+    refund_amount = EXCLUDED.refund_amount,
+    net_income = EXCLUDED.net_income,
+    updated_at = now();
+"""
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(
+        description="Build/update dws_order_summary from DWD fact tables."
+    )
+    parser.add_argument(
+        "--dsn",
+        default=os.environ.get("PG_DSN"),
+        help="PostgreSQL DSN (fallback: PG_DSN env)",
+    )
+    parser.add_argument(
+        "--site-id",
+        type=int,
+        default=None,
+        help="Filter by site_id (optional, default all sites)",
+    )
+    parser.add_argument(
+        "--start-date",
+        dest="start_date",
+        default=None,
+        help="Filter facts from this date (YYYY-MM-DD, optional)",
+    )
+    parser.add_argument(
+        "--end-date",
+        dest="end_date",
+        default=None,
+        help="Filter facts until this date (YYYY-MM-DD, optional)",
+    )
+    parser.add_argument(
+        "--timeout",
+        type=int,
+        default=int(os.environ.get("PG_CONNECT_TIMEOUT", 10) or 10),
+        help="connect_timeout seconds (capped at 20, default 10)",
+    )
+    return parser.parse_args()
+
+
+def main() -> int:
+    args = parse_args()
+    if not args.dsn:
+        print("Missing DSN. Set PG_DSN or pass --dsn.", file=sys.stderr)
+        return 2
+
+    params = {
+        "site_id": args.site_id,
+        "start_date": args.start_date,
+        "end_date": args.end_date,
+    }
+    timeout_val = max(1, min(args.timeout, 20))
+
+    conn = DatabaseConnection(args.dsn, connect_timeout=timeout_val)
+    try:
+        with conn.conn.cursor() as cur:
+            cur.execute(SQL_BUILD_SUMMARY, params)
+        conn.commit()
+    except Exception as exc:  # pragma: no cover - operational script
+        conn.rollback()
+        print(f"DWS build failed: {exc}", file=sys.stderr)
+        return 1
+    finally:
+        conn.close()
+
+    print("dws_order_summary refreshed.")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

etl_billiards/scripts/check_ods_json_vs_table.py

@@ -0,0 +1,117 @@
+# -*- coding: utf-8 -*-
+"""
+ODS JSON 字段核对脚本：对照当前数据库中的 ODS 表字段，检查示例 JSON（默认目录 C:\\dev\\LLTQ\\export\\test-json-doc）
+是否包含同名键，并输出每表未命中的字段，便于补充映射或确认确实无源字段。
+
+使用方法：
+    set PG_DSN=postgresql://...               # 如 .env 中配置
+    python -m etl_billiards.scripts.check_ods_json_vs_table
+"""
+from __future__ import annotations
+
+import json
+import os
+import pathlib
+from typing import Dict, Iterable, Set, Tuple
+
+import psycopg2
+
+from etl_billiards.tasks.manual_ingest_task import ManualIngestTask
+
+
+def _flatten_keys(obj, prefix: str = "") -> Set[str]:
+    """递归展开 JSON 所有键路径，返回形如 data.assistantInfos.id 的集合。列表不保留索引，仅继续向下展开。"""
+    keys: Set[str] = set()
+    if isinstance(obj, dict):
+        for k, v in obj.items():
+            new_prefix = f"{prefix}.{k}" if prefix else k
+            keys.add(new_prefix)
+            keys |= _flatten_keys(v, new_prefix)
+    elif isinstance(obj, list):
+        for item in obj:
+            keys |= _flatten_keys(item, prefix)
+    return keys
+
+
+def _load_json_keys(path: pathlib.Path) -> Tuple[Set[str], dict[str, Set[str]]]:
+    """读取单个 JSON 文件并返回展开后的键集合以及末段->路径列表映射，若文件不存在或无法解析则返回空集合。"""
+    if not path.exists():
+        return set(), {}
+    data = json.loads(path.read_text(encoding="utf-8"))
+    paths = _flatten_keys(data)
+    last_map: dict[str, Set[str]] = {}
+    for p in paths:
+        last = p.split(".")[-1].lower()
+        last_map.setdefault(last, set()).add(p)
+    return paths, last_map
+
+
+def _load_ods_columns(dsn: str) -> Dict[str, Set[str]]:
+    """从数据库读取 billiards_ods.* 的列名集合，按表返回。"""
+    conn = psycopg2.connect(dsn)
+    cur = conn.cursor()
+    cur.execute(
+        """
+        SELECT table_name, column_name
+        FROM information_schema.columns
+        WHERE table_schema='billiards_ods'
+        ORDER BY table_name, ordinal_position
+        """
+    )
+    result: Dict[str, Set[str]] = {}
+    for table, col in cur.fetchall():
+        result.setdefault(table, set()).add(col.lower())
+    cur.close()
+    conn.close()
+    return result
+
+
+def main() -> None:
+    """主流程：遍历 FILE_MAPPING 中的 ODS 表，检查 JSON 键覆盖情况并打印报告。"""
+    dsn = os.environ.get("PG_DSN")
+    json_dir = pathlib.Path(os.environ.get("JSON_DOC_DIR", r"C:\dev\LLTQ\export\test-json-doc"))
+
+    ods_cols_map = _load_ods_columns(dsn)
+
+    print(f"使用 JSON 目录: {json_dir}")
+    print(f"连接 DSN: {dsn}")
+    print("=" * 80)
+
+    for keywords, ods_table in ManualIngestTask.FILE_MAPPING:
+        table = ods_table.split(".")[-1]
+        cols = ods_cols_map.get(table, set())
+        file_name = f"{keywords[0]}.json"
+        file_path = json_dir / file_name
+        keys_full, path_map = _load_json_keys(file_path)
+        key_last_parts = set(path_map.keys())
+
+        missing: Set[str] = set()
+        extra_keys: Set[str] = set()
+        present: Set[str] = set()
+        for col in sorted(cols):
+            if col in key_last_parts:
+                present.add(col)
+            else:
+                missing.add(col)
+        for k in key_last_parts:
+            if k not in cols:
+                extra_keys.add(k)
+
+        print(f"[{table}] 文件={file_name} 列数={len(cols)} JSON键(末段)覆盖={len(present)}/{len(cols)}")
+        if missing:
+            print("  未命中列:", ", ".join(sorted(missing)))
+        else:
+            print("  未命中列: 无")
+        if extra_keys:
+            extras = []
+            for k in sorted(extra_keys):
+                paths = ", ".join(sorted(path_map.get(k, [])))
+                extras.append(f"{k} ({paths})")
+            print("  JSON 仅有(表无此列):", "; ".join(extras))
+        else:
+            print("  JSON 仅有(表无此列): 无")
+        print("-" * 80)
+
+
+if __name__ == "__main__":
+    main()

etl_billiards/scripts/rebuild_ods_from_json.py

@@ -0,0 +1,258 @@
+# -*- coding: utf-8 -*-
+"""
+从本地 JSON 示例目录重建 billiards_ods.* 表，并导入样例数据。
+用法：
+  PYTHONPATH=. python -m etl_billiards.scripts.rebuild_ods_from_json [--dsn ...] [--json-dir ...] [--include ...] [--drop-schema-first]
+
+依赖环境变量：
+  PG_DSN         PostgreSQL 连接串（必填）
+  PG_CONNECT_TIMEOUT 可选，秒，默认 10
+  JSON_DOC_DIR   可选，JSON 目录，默认 C:\\dev\\LLTQ\\export\\test-json-doc
+  ODS_INCLUDE_FILES 可选，逗号分隔文件名（不含 .json）
+  ODS_DROP_SCHEMA_FIRST 可选，true/false，默认 true
+"""
+from __future__ import annotations
+
+import argparse
+import os
+import re
+import sys
+import json
+from pathlib import Path
+from typing import Iterable, List, Tuple
+
+import psycopg2
+from psycopg2 import sql
+from psycopg2.extras import Json, execute_values
+
+
+DEFAULT_JSON_DIR = r"C:\dev\LLTQ\export\test-json-doc"
+SPECIAL_LIST_PATHS: dict[str, tuple[str, ...]] = {
+    "assistant_accounts_master": ("data", "assistantInfos"),
+    "assistant_cancellation_records": ("data", "abolitionAssistants"),
+    "assistant_service_records": ("data", "orderAssistantDetails"),
+    "goods_stock_movements": ("data", "queryDeliveryRecordsList"),
+    "goods_stock_summary": ("data",),
+    "group_buy_packages": ("data", "packageCouponList"),
+    "group_buy_redemption_records": ("data", "siteTableUseDetailsList"),
+    "member_balance_changes": ("data", "tenantMemberCardLogs"),
+    "member_profiles": ("data", "tenantMemberInfos"),
+    "member_stored_value_cards": ("data", "tenantMemberCards"),
+    "recharge_settlements": ("data", "settleList"),
+    "settlement_records": ("data", "settleList"),
+    "site_tables_master": ("data", "siteTables"),
+    "stock_goods_category_tree": ("data", "goodsCategoryList"),
+    "store_goods_master": ("data", "orderGoodsList"),
+    "store_goods_sales_records": ("data", "orderGoodsLedgers"),
+    "table_fee_discount_records": ("data", "taiFeeAdjustInfos"),
+    "table_fee_transactions": ("data", "siteTableUseDetailsList"),
+    "tenant_goods_master": ("data", "tenantGoodsList"),
+}
+
+
+def sanitize_identifier(name: str) -> str:
+    """将任意字符串转为可用的 SQL identifier（小写、非字母数字转下划线）。"""
+    cleaned = re.sub(r"[^0-9a-zA-Z_]", "_", name.strip())
+    if not cleaned:
+        cleaned = "col"
+    if cleaned[0].isdigit():
+        cleaned = f"_{cleaned}"
+    return cleaned.lower()
+
+
+def _extract_list_via_path(node, path: tuple[str, ...]):
+    cur = node
+    for key in path:
+        if isinstance(cur, dict):
+            cur = cur.get(key)
+        else:
+            return []
+    return cur if isinstance(cur, list) else []
+
+
+def load_records(payload, list_path: tuple[str, ...] | None = None) -> list:
+    """
+    尝试从 JSON 结构中提取记录列表：
+    - 直接是 list -> 返回
+    - dict 中 data 是 list -> 返回
+    - dict 中 data 是 dict，取第一个 list 字段
+    - dict 中任意值是 list -> 返回
+    - 其余情况，包装为单条记录
+    """
+    if list_path:
+        if isinstance(payload, list):
+            merged: list = []
+            for item in payload:
+                merged.extend(_extract_list_via_path(item, list_path))
+            if merged:
+                return merged
+        elif isinstance(payload, dict):
+            lst = _extract_list_via_path(payload, list_path)
+            if lst:
+                return lst
+
+    if isinstance(payload, list):
+        return payload
+    if isinstance(payload, dict):
+        data_node = payload.get("data")
+        if isinstance(data_node, list):
+            return data_node
+        if isinstance(data_node, dict):
+            for v in data_node.values():
+                if isinstance(v, list):
+                    return v
+        for v in payload.values():
+            if isinstance(v, list):
+                return v
+    return [payload]
+
+
+def collect_columns(records: Iterable[dict]) -> List[str]:
+    """汇总所有顶层键，作为表字段；仅处理 dict 记录。"""
+    cols: set[str] = set()
+    for rec in records:
+        if isinstance(rec, dict):
+            cols.update(rec.keys())
+    return sorted(cols)
+
+
+def create_table(cur, schema: str, table: str, columns: List[Tuple[str, str]]):
+    """
+    创建表：字段全部 jsonb，外加 source_file、record_index、payload、ingested_at。
+    columns: [(col_name, original_key)]
+    """
+    fields = [sql.SQL("{} jsonb").format(sql.Identifier(col)) for col, _ in columns]
+    constraint_name = f"uq_{table}_source_record"
+    ddl = sql.SQL(
+        "CREATE TABLE IF NOT EXISTS {schema}.{table} ("
+        "source_file text,"
+        "record_index integer,"
+        "{cols},"
+        "payload jsonb,"
+        "ingested_at timestamptz default now(),"
+        "CONSTRAINT {constraint} UNIQUE (source_file, record_index)"
+        ");"
+    ).format(
+        schema=sql.Identifier(schema),
+        table=sql.Identifier(table),
+        cols=sql.SQL(",").join(fields),
+        constraint=sql.Identifier(constraint_name),
+    )
+    cur.execute(ddl)
+
+
+def insert_records(cur, schema: str, table: str, columns: List[Tuple[str, str]], records: list, source_file: str):
+    """批量插入记录。"""
+    col_idents = [sql.Identifier(col) for col, _ in columns]
+    col_names = [col for col, _ in columns]
+    orig_keys = [orig for _, orig in columns]
+    all_cols = [sql.Identifier("source_file"), sql.Identifier("record_index")] + col_idents + [
+        sql.Identifier("payload")
+    ]
+
+    rows = []
+    for idx, rec in enumerate(records):
+        if not isinstance(rec, dict):
+            rec = {"value": rec}
+        row_values = [source_file, idx]
+        for key in orig_keys:
+            row_values.append(Json(rec.get(key)))
+        row_values.append(Json(rec))
+        rows.append(row_values)
+
+    insert_sql = sql.SQL("INSERT INTO {}.{} ({}) VALUES %s ON CONFLICT DO NOTHING").format(
+        sql.Identifier(schema),
+        sql.Identifier(table),
+        sql.SQL(",").join(all_cols),
+    )
+    execute_values(cur, insert_sql, rows, page_size=500)
+
+
+def rebuild(schema: str = "billiards_ods", data_dir: str | Path = DEFAULT_JSON_DIR):
+    parser = argparse.ArgumentParser(description="重建 billiards_ods.* 表并导入 JSON 样例")
+    parser.add_argument("--dsn", dest="dsn", help="PostgreSQL DSN（默认读取环境变量 PG_DSN）")
+    parser.add_argument("--json-dir", dest="json_dir", help=f"JSON 目录，默认 {DEFAULT_JSON_DIR}")
+    parser.add_argument(
+        "--include",
+        dest="include_files",
+        help="限定导入的文件名（逗号分隔，不含 .json），默认全部",
+    )
+    parser.add_argument(
+        "--drop-schema-first",
+        dest="drop_schema_first",
+        action="store_true",
+        help="先删除并重建 schema（默认 true）",
+    )
+    parser.add_argument(
+        "--no-drop-schema-first",
+        dest="drop_schema_first",
+        action="store_false",
+        help="保留现有 schema，仅按冲突去重导入",
+    )
+    parser.set_defaults(drop_schema_first=None)
+    args = parser.parse_args()
+
+    dsn = args.dsn or os.environ.get("PG_DSN")
+    if not dsn:
+        print("缺少参数/环境变量 PG_DSN，无法连接数据库。")
+        sys.exit(1)
+    timeout = max(1, min(int(os.environ.get("PG_CONNECT_TIMEOUT", 10)), 60))
+    env_drop = os.environ.get("ODS_DROP_SCHEMA_FIRST") or os.environ.get("DROP_SCHEMA_FIRST")
+    drop_schema_first = (
+        args.drop_schema_first
+        if args.drop_schema_first is not None
+        else str(env_drop or "true").lower() in ("1", "true", "yes")
+    )
+    include_files_env = args.include_files or os.environ.get("ODS_INCLUDE_FILES") or os.environ.get("INCLUDE_FILES")
+    include_files = set()
+    if include_files_env:
+        include_files = {p.strip().lower() for p in include_files_env.split(",") if p.strip()}
+
+    base_dir = Path(args.json_dir or data_dir or DEFAULT_JSON_DIR)
+    if not base_dir.exists():
+        print(f"JSON 目录不存在: {base_dir}")
+        sys.exit(1)
+
+    conn = psycopg2.connect(dsn, connect_timeout=timeout)
+    conn.autocommit = False
+    cur = conn.cursor()
+
+    if drop_schema_first:
+        print(f"Dropping schema {schema} ...")
+        cur.execute(sql.SQL("DROP SCHEMA IF EXISTS {} CASCADE;").format(sql.Identifier(schema)))
+        cur.execute(sql.SQL("CREATE SCHEMA {};").format(sql.Identifier(schema)))
+    else:
+        cur.execute(
+            sql.SQL("SELECT schema_name FROM information_schema.schemata WHERE schema_name=%s"),
+            (schema,),
+        )
+        if not cur.fetchone():
+            cur.execute(sql.SQL("CREATE SCHEMA {};").format(sql.Identifier(schema)))
+
+    json_files = sorted(base_dir.glob("*.json"))
+    for path in json_files:
+        stem_lower = path.stem.lower()
+        if include_files and stem_lower not in include_files:
+            continue
+
+        print(f"Processing {path.name} ...")
+        payload = json.loads(path.read_text(encoding="utf-8"))
+        list_path = SPECIAL_LIST_PATHS.get(stem_lower)
+        records = load_records(payload, list_path=list_path)
+        columns_raw = collect_columns(records)
+        columns = [(sanitize_identifier(c), c) for c in columns_raw]
+
+        table_name = sanitize_identifier(path.stem)
+        create_table(cur, schema, table_name, columns)
+        if records:
+            insert_records(cur, schema, table_name, columns, records, path.name)
+        print(f"  -> rows: {len(records)}, columns: {len(columns)}")
+
+    conn.commit()
+    cur.close()
+    conn.close()
+    print("Rebuild done.")
+
+
+if __name__ == "__main__":
+    rebuild()

etl_billiards/scripts/run_tests.py

@@ -0,0 +1,195 @@
+# -*- coding: utf-8 -*-
+"""
+灵活的测试执行脚本，可像搭积木一样组合不同参数或预置命令（模式/数据库/归档路径等），
+直接运行本文件即可触发 pytest。
+
+示例：
+    python scripts/run_tests.py --suite online --flow FULL --keyword ORDERS
+    python scripts/run_tests.py --preset fetch_only
+    python scripts/run_tests.py --suite online --json-source tmp/archives
+"""
+from __future__ import annotations
+
+import argparse
+import importlib.util
+import os
+import shlex
+import sys
+from typing import Dict, List
+
+import pytest
+
+PROJECT_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), ".."))
+
+# 确保项目根目录在 sys.path，便于 tests 内部 import config / tasks 等模块
+if PROJECT_ROOT not in sys.path:
+    sys.path.insert(0, PROJECT_ROOT)
+
+SUITE_MAP: Dict[str, str] = {
+    "online": "tests/unit/test_etl_tasks_online.py",
+    "integration": "tests/integration/test_database.py",
+}
+
+PRESETS: Dict[str, Dict] = {}
+
+
+def _load_presets():
+    preset_path = os.path.join(os.path.dirname(__file__), "test_presets.py")
+    if not os.path.exists(preset_path):
+        return
+    spec = importlib.util.spec_from_file_location("test_presets", preset_path)
+    if not spec or not spec.loader:
+        return
+    module = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(module)  # type: ignore[attr-defined]
+    presets = getattr(module, "PRESETS", {})
+    if isinstance(presets, dict):
+        PRESETS.update(presets)
+
+
+_load_presets()
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="ETL 测试执行器（支持参数化调配）")
+    parser.add_argument(
+        "--suite",
+        choices=sorted(SUITE_MAP.keys()),
+        nargs="+",
+        help="预置测试套件，可多选（默认全部 online/offline）",
+    )
+    parser.add_argument(
+        "--tests",
+        nargs="+",
+        help="自定义测试路径（可与 --suite 混用），例如 tests/unit/test_config.py",
+    )
+    parser.add_argument(
+        "--flow",
+        choices=["FETCH_ONLY", "INGEST_ONLY", "FULL"],
+        help="覆盖 PIPELINE_FLOW（在线抓取/本地清洗/全流程）",
+    )
+    parser.add_argument("--json-source", help="设置 JSON_SOURCE_DIR（本地清洗入库使用的 JSON 目录）")
+    parser.add_argument("--json-fetch-root", help="设置 JSON_FETCH_ROOT（在线抓取输出根目录）")
+    parser.add_argument(
+        "--keyword",
+        "-k",
+        help="pytest -k 关键字过滤（例如 ORDERS，只运行包含该字符串的用例）",
+    )
+    parser.add_argument(
+        "--pytest-args",
+        help="附加 pytest 参数，格式与命令行一致（例如 \"-vv --maxfail=1\"）",
+    )
+    parser.add_argument(
+        "--env",
+        action="append",
+        metavar="KEY=VALUE",
+        help="自定义环境变量，可重复传入，例如 --env STORE_ID=123",
+    )
+    parser.add_argument("--preset", choices=sorted(PRESETS.keys()) if PRESETS else None, nargs="+",
+                        help="从 scripts/test_presets.py 中选择一个或多个组合命令")
+    parser.add_argument("--list-presets", action="store_true", help="列出可用预置命令后退出")
+    parser.add_argument("--dry-run", action="store_true", help="仅打印将要执行的命令与环境，不真正运行 pytest")
+    return parser.parse_args()
+
+
+def apply_presets_to_args(args: argparse.Namespace):
+    if not args.preset:
+        return
+    for name in args.preset:
+        preset = PRESETS.get(name, {})
+        if not preset:
+            continue
+        for key, value in preset.items():
+            if key in ("suite", "tests"):
+                if not value:
+                    continue
+                existing = getattr(args, key)
+                if existing is None:
+                    setattr(args, key, list(value))
+                else:
+                    existing.extend(value)
+            elif key == "env":
+                args.env = (args.env or []) + list(value)
+            elif key == "pytest_args":
+                args.pytest_args = " ".join(filter(None, [value, args.pytest_args or ""]))
+            elif key == "keyword":
+                if args.keyword is None:
+                    args.keyword = value
+            else:
+                if getattr(args, key, None) is None:
+                    setattr(args, key, value)
+
+
+def apply_env(args: argparse.Namespace) -> Dict[str, str]:
+    env_updates = {}
+    if args.flow:
+        env_updates["PIPELINE_FLOW"] = args.flow
+    if args.json_source:
+        env_updates["JSON_SOURCE_DIR"] = args.json_source
+    if args.json_fetch_root:
+        env_updates["JSON_FETCH_ROOT"] = args.json_fetch_root
+    if args.env:
+        for item in args.env:
+            if "=" not in item:
+                raise SystemExit(f"--env 参数格式错误: {item!r}，应为 KEY=VALUE")
+            key, value = item.split("=", 1)
+            env_updates[key.strip()] = value.strip()
+
+    for key, value in env_updates.items():
+        os.environ[key] = value
+    return env_updates
+
+
+def build_pytest_args(args: argparse.Namespace) -> List[str]:
+    targets: List[str] = []
+    if args.suite:
+        for suite in args.suite:
+            targets.append(SUITE_MAP[suite])
+    if args.tests:
+        targets.extend(args.tests)
+    if not targets:
+        targets = list(SUITE_MAP.values())
+
+    pytest_args: List[str] = targets
+    if args.keyword:
+        pytest_args += ["-k", args.keyword]
+    if args.pytest_args:
+        pytest_args += shlex.split(args.pytest_args)
+    return pytest_args
+
+
+def main() -> int:
+    os.chdir(PROJECT_ROOT)
+    args = parse_args()
+    if args.list_presets:
+        print("可用预置命令：")
+        if not PRESETS:
+            print("（暂无，可编辑 scripts/test_presets.py 添加）")
+        else:
+            for name in sorted(PRESETS):
+                print(f"- {name}")
+        return 0
+
+    apply_presets_to_args(args)
+    env_updates = apply_env(args)
+    pytest_args = build_pytest_args(args)
+
+    print("=== 环境变量覆盖 ===")
+    if env_updates:
+        for k, v in env_updates.items():
+            print(f"{k}={v}")
+    else:
+        print("（无覆盖，沿用系统默认）")
+    print("\n=== Pytest 参数 ===")
+    print(" ".join(pytest_args))
+    print()
+
+    if args.dry_run:
+        print("Dry-run 模式，未真正执行 pytest")
+        return 0
+
+    exit_code = pytest.main(pytest_args)
+    return int(exit_code)
+
+
+if __name__ == "__main__":
+    sys.exit(main())

etl_billiards/scripts/test_db_connection.py

@@ -0,0 +1,64 @@
+# -*- coding: utf-8 -*-
+"""Quick utility for validating PostgreSQL connectivity (ASCII-only output)."""
+from __future__ import annotations
+
+import argparse
+import os
+import sys
+
+PROJECT_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), ".."))
+if PROJECT_ROOT not in sys.path:
+    sys.path.insert(0, PROJECT_ROOT)
+
+from database.connection import DatabaseConnection
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="PostgreSQL connectivity smoke test")
+    parser.add_argument("--dsn", help="Override TEST_DB_DSN / env value")
+    parser.add_argument(
+        "--query",
+        default="SELECT 1 AS ok",
+        help="Custom SQL to run after connection (default: SELECT 1 AS ok)",
+    )
+    parser.add_argument(
+        "--timeout",
+        type=int,
+        default=10,
+        help="connect_timeout seconds passed to psycopg2 (capped at 20, default: 10)",
+    )
+    return parser.parse_args()
+
+
+def main() -> int:
+    args = parse_args()
+    dsn = args.dsn or os.environ.get("TEST_DB_DSN")
+    if not dsn:
+        print("Missing DSN. Use --dsn or TEST_DB_DSN.", file=sys.stderr)
+        return 2
+
+    print(f"Trying connection: {dsn}")
+    try:
+        timeout = max(1, min(args.timeout, 20))
+        conn = DatabaseConnection(dsn, connect_timeout=timeout)
+    except Exception as exc:  # pragma: no cover - diagnostic output
+        print("Connection failed:", exc, file=sys.stderr)
+        return 1
+
+    try:
+        result = conn.query(args.query)
+        print("Connection OK, query result:")
+        for row in result:
+            print(row)
+        conn.close()
+        return 0
+    except Exception as exc:  # pragma: no cover - diagnostic output
+        print("Connection succeeded but query failed:", exc, file=sys.stderr)
+        try:
+            conn.close()
+        finally:
+            return 3
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

etl_billiards/scripts/test_presets.py

@@ -0,0 +1,122 @@
+# -*- coding: utf-8 -*-
+"""测试命令仓库：集中维护 run_tests.py 的常用组合，支持一键执行。"""
+from __future__ import annotations
+
+import argparse
+import os
+import subprocess
+import sys
+from typing import List
+
+RUN_TESTS_SCRIPT = os.path.join(os.path.dirname(__file__), "run_tests.py")
+
+# 默认自动运行的预置（可根据需要修改顺序/条目）
+AUTO_RUN_PRESETS = ["fetch_only"]
+
+PRESETS = {
+    "fetch_only": {
+        "suite": ["online"],
+        "flow": "FETCH_ONLY",
+        "json_fetch_root": "tmp/json_fetch",
+        "keyword": "ORDERS",
+        "pytest_args": "-vv",
+        "preset_meta": "仅在线抓取阶段，输出到本地目录",
+    },
+    "ingest_local": {
+        "suite": ["online"],
+        "flow": "INGEST_ONLY",
+        "json_source": "tests/source-data-doc",
+        "keyword": "ORDERS",
+        "preset_meta": "从指定 JSON 目录做本地清洗入库",
+    },
+    "full_pipeline": {
+        "suite": ["online"],
+        "flow": "FULL",
+        "json_fetch_root": "tmp/json_fetch",
+        "keyword": "ORDERS",
+        "preset_meta": "先抓取再清洗入库的全流程",
+    },
+}
+
+
+def print_parameter_help() -> None:
+    print("=== 参数键说明 ===")
+    print("suite        : 预置套件列表，如 ['online','integration']")
+    print("tests        : 自定义 pytest 路径列表")
+    print("flow         : PIPELINE_FLOW（FETCH_ONLY / INGEST_ONLY / FULL）")
+    print("json_source  : JSON_SOURCE_DIR，本地清洗入库使用的 JSON 目录")
+    print("json_fetch_root : JSON_FETCH_ROOT，在线抓取输出根目录")
+    print("keyword      : pytest -k 过滤关键字")
+    print("pytest_args  : 额外 pytest 参数（字符串）")
+    print("env          : 附加环境变量，例如 ['KEY=VALUE']")
+    print("preset_meta  : 仅用于注释说明")
+    print()
+
+
+def print_presets() -> None:
+    if not PRESETS:
+        print("当前未定义任何预置，请在 PRESETS 中添加。")
+        return
+    for idx, (name, payload) in enumerate(PRESETS.items(), start=1):
+        comment = payload.get("preset_meta", "")
+        print(f"{idx}. {name}")
+        if comment:
+            print(f"   说明: {comment}")
+        for key, value in payload.items():
+            if key == "preset_meta":
+                continue
+            print(f"     {key}: {value}")
+        print()
+
+
+def resolve_targets(requested: List[str] | None) -> List[str]:
+    if not PRESETS:
+        raise SystemExit("预置为空，请先在 PRESETS 中定义测试组合。")
+
+    def valid(names: List[str]) -> List[str]:
+        return [name for name in names if name in PRESETS]
+
+    if requested:
+        candidates = valid(requested)
+        missing = [name for name in requested if name not in PRESETS]
+        if missing:
+            print(f"警告：忽略未定义的预置 {missing}")
+        if candidates:
+            return candidates
+
+    auto = valid(AUTO_RUN_PRESETS)
+    if auto:
+        return auto
+
+    return list(PRESETS.keys())
+
+
+def run_presets(preset_names: List[str], dry_run: bool) -> None:
+    for name in preset_names:
+        cmd = [sys.executable, RUN_TESTS_SCRIPT, "--preset", name]
+        printable = " ".join(cmd)
+        if dry_run:
+            print(f"[Dry-Run] {printable}")
+        else:
+            print(f"\n>>> 执行: {printable}")
+            subprocess.run(cmd, check=False)
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(description="测试预置仓库（集中配置即可批量触发 run_tests）")
+    parser.add_argument("--preset", choices=sorted(PRESETS.keys()), nargs="+", help="指定要运行的预置命令")
+    parser.add_argument("--list", action="store_true", help="仅列出参数说明与所有预置")
+    parser.add_argument("--dry-run", action="store_true", help="仅打印命令，不执行 pytest")
+    args = parser.parse_args()
+
+    if args.list:
+        print_parameter_help()
+        print_presets()
+        return
+
+    targets = resolve_targets(args.preset)
+    run_presets(targets, dry_run=args.dry_run)
+
+
+if __name__ == "__main__":
+    main()

etl_billiards/tasks/assistant_abolish_task.py

@@ -0,0 +1,81 @@
+# -*- coding: utf-8 -*-
+"""助教作废任务"""
+
+import json
+
+from .base_task import BaseTask, TaskContext
+from loaders.facts.assistant_abolish import AssistantAbolishLoader
+from models.parsers import TypeParser
+
+
+class AssistantAbolishTask(BaseTask):
+    """同步助教作废记录"""
+
+    def get_task_code(self) -> str:
+        return "ASSISTANT_ABOLISH"
+
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params(
+            {
+                "siteId": context.store_id,
+                "startTime": TypeParser.format_timestamp(context.window_start, self.tz),
+                "endTime": TypeParser.format_timestamp(context.window_end, self.tz),
+            }
+        )
+        records, _ = self.api.get_paginated(
+            endpoint="/AssistantPerformance/GetAbolitionAssistant",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+            list_key="abolitionAssistants",
+        )
+        return {"records": records}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            mapped = self._parse_record(raw, context.store_id)
+            if mapped:
+                parsed.append(mapped)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = AssistantAbolishLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_records(transformed["records"])
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_record(self, raw: dict, store_id: int) -> dict | None:
+        abolish_id = TypeParser.parse_int(raw.get("id"))
+        if not abolish_id:
+            self.logger.warning("跳过缺少作废ID的记录: %s", raw)
+            return None
+
+        return {
+            "store_id": store_id,
+            "abolish_id": abolish_id,
+            "table_id": TypeParser.parse_int(raw.get("tableId")),
+            "table_name": raw.get("tableName"),
+            "table_area_id": TypeParser.parse_int(raw.get("tableAreaId")),
+            "table_area": raw.get("tableArea"),
+            "assistant_no": raw.get("assistantOn"),
+            "assistant_name": raw.get("assistantName"),
+            "charge_minutes": TypeParser.parse_int(raw.get("pdChargeMinutes")),
+            "abolish_amount": TypeParser.parse_decimal(raw.get("assistantAbolishAmount")),
+            "create_time": TypeParser.parse_timestamp(
+                raw.get("createTime") or raw.get("create_time"), self.tz
+            ),
+            "trash_reason": raw.get("trashReason"),
+            "raw_data": json.dumps(raw, ensure_ascii=False),
+        }

etl_billiards/tasks/assistants_task.py

@@ -0,0 +1,102 @@
+# -*- coding: utf-8 -*-
+"""助教账号任务"""
+
+import json
+
+from .base_task import BaseTask, TaskContext
+from loaders.dimensions.assistant import AssistantLoader
+from models.parsers import TypeParser
+
+
+class AssistantsTask(BaseTask):
+    """同步助教账号资料"""
+
+    def get_task_code(self) -> str:
+        return "ASSISTANTS"
+
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params({"siteId": context.store_id})
+        records, _ = self.api.get_paginated(
+            endpoint="/PersonnelManagement/SearchAssistantInfo",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+            list_key="assistantInfos",
+        )
+        return {"records": records}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            mapped = self._parse_assistant(raw, context.store_id)
+            if mapped:
+                parsed.append(mapped)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = AssistantLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_assistants(transformed["records"])
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_assistant(self, raw: dict, store_id: int) -> dict | None:
+        assistant_id = TypeParser.parse_int(raw.get("id"))
+        if not assistant_id:
+            self.logger.warning("跳过缺少助教ID的数据: %s", raw)
+            return None
+
+        return {
+            "store_id": store_id,
+            "assistant_id": assistant_id,
+            "assistant_no": raw.get("assistant_no") or raw.get("assistantNo"),
+            "nickname": raw.get("nickname"),
+            "real_name": raw.get("real_name") or raw.get("realName"),
+            "gender": raw.get("gender"),
+            "mobile": raw.get("mobile"),
+            "level": raw.get("level"),
+            "team_id": TypeParser.parse_int(raw.get("team_id") or raw.get("teamId")),
+            "team_name": raw.get("team_name"),
+            "assistant_status": raw.get("assistant_status"),
+            "work_status": raw.get("work_status"),
+            "entry_time": TypeParser.parse_timestamp(
+                raw.get("entry_time") or raw.get("entryTime"), self.tz
+            ),
+            "resign_time": TypeParser.parse_timestamp(
+                raw.get("resign_time") or raw.get("resignTime"), self.tz
+            ),
+            "start_time": TypeParser.parse_timestamp(
+                raw.get("start_time") or raw.get("startTime"), self.tz
+            ),
+            "end_time": TypeParser.parse_timestamp(
+                raw.get("end_time") or raw.get("endTime"), self.tz
+            ),
+            "create_time": TypeParser.parse_timestamp(
+                raw.get("create_time") or raw.get("createTime"), self.tz
+            ),
+            "update_time": TypeParser.parse_timestamp(
+                raw.get("update_time") or raw.get("updateTime"), self.tz
+            ),
+            "system_role_id": raw.get("system_role_id"),
+            "online_status": raw.get("online_status"),
+            "allow_cx": raw.get("allow_cx"),
+            "charge_way": raw.get("charge_way"),
+            "pd_unit_price": TypeParser.parse_decimal(raw.get("pd_unit_price")),
+            "cx_unit_price": TypeParser.parse_decimal(raw.get("cx_unit_price")),
+            "is_guaranteed": raw.get("is_guaranteed"),
+            "is_team_leader": raw.get("is_team_leader"),
+            "serial_number": raw.get("serial_number"),
+            "show_sort": raw.get("show_sort"),
+            "is_delete": raw.get("is_delete"),
+            "raw_data": json.dumps(raw, ensure_ascii=False),
+        }

etl_billiards/tasks/base_dwd_task.py

@@ -0,0 +1,79 @@
+# -*- coding: utf-8 -*-
+"""DWD任务基类"""
+import json
+from typing import Any, Dict, Iterator, List, Optional, Tuple
+from datetime import datetime
+
+from .base_task import BaseTask
+from models.parsers import TypeParser
+
+class BaseDwdTask(BaseTask):
+    """
+    DWD 层任务基类
+    负责从 ODS 表读取数据，供子类清洗和写入事实/维度表
+    """
+
+    def _get_ods_cursor(self, task_code: str) -> datetime:
+        """
+        获取上次处理的 ODS 数据的时间点 (fetched_at)
+        这里简化处理，实际应该从 etl_cursor 表读取
+        目前先依赖 BaseTask 的时间窗口逻辑，或者子类自己管理
+        """
+        # TODO: 对接真正的 CursorManager
+        # 暂时返回一个较早的时间，或者由子类通过 _get_time_window 获取
+        return None
+
+    def iter_ods_rows(
+        self,
+        table_name: str,
+        columns: List[str],
+        start_time: datetime,
+        end_time: datetime,
+        time_col: str = "fetched_at",
+        batch_size: int = 1000
+    ) -> Iterator[List[Dict[str, Any]]]:
+        """
+        分批迭代读取 ODS 表数据
+        
+        Args:
+            table_name: ODS 表名
+            columns: 需要查询的字段列表 (必须包含 payload)
+            start_time: 开始时间 (包含)
+            end_time: 结束时间 (包含)
+            time_col: 时间过滤字段，默认 fetched_at
+            batch_size: 批次大小
+        """
+        offset = 0
+        cols_str = ", ".join(columns)
+
+        while True:
+            sql = f"""
+                SELECT {cols_str}
+                FROM {table_name}
+                WHERE {time_col} >= %s AND {time_col} <= %s
+                ORDER BY {time_col} ASC
+                LIMIT %s OFFSET %s
+            """
+
+            rows = self.db.query(sql, (start_time, end_time, batch_size, offset))
+
+            if not rows:
+                break
+
+            yield rows
+
+            if len(rows) < batch_size:
+                break
+
+            offset += batch_size
+
+    def parse_payload(self, row: Dict[str, Any]) -> Dict[str, Any]:
+        """
+        解析 ODS 行中的 payload JSON
+        """
+        payload = row.get("payload")
+        if isinstance(payload, str):
+            return json.loads(payload)
+        elif isinstance(payload, dict):
+            return payload
+        return {}

etl_billiards/tasks/base_task.py

@@ -1,62 +1,141 @@
 # -*- coding: utf-8 -*-
-"""ETL任务基类"""
+"""ETL任务基类（引入 Extract/Transform/Load 模板方法）"""
+from __future__ import annotations
+
+from dataclasses import dataclass
 from datetime import datetime, timedelta
 from zoneinfo import ZoneInfo
 
+
+@dataclass(frozen=True)
+class TaskContext:
+    """统一透传给 Extract/Transform/Load 的运行期信息。"""
+
+    store_id: int
+    window_start: datetime
+    window_end: datetime
+    window_minutes: int
+    cursor: dict | None = None
+
+
 class BaseTask:
-    """ETL任务基类"""
-    
+    """提供 E/T/L 模板的任务基类。"""
+
     def __init__(self, config, db_connection, api_client, logger):
         self.config = config
         self.db = db_connection
         self.api = api_client
         self.logger = logger
         self.tz = ZoneInfo(config.get("app.timezone", "Asia/Taipei"))
-    
+
+    # ------------------------------------------------------------------ 基本信息
     def get_task_code(self) -> str:
         """获取任务代码"""
         raise NotImplementedError("子类需实现 get_task_code 方法")
-    
-    def execute(self) -> dict:
-        """执行任务"""
-        raise NotImplementedError("子类需实现 execute 方法")
-    
+
+    # ------------------------------------------------------------------ E/T/L 钩子
+    def extract(self, context: TaskContext):
+        """提取数据"""
+        raise NotImplementedError("子类需实现 extract 方法")
+
+    def transform(self, extracted, context: TaskContext):
+        """转换数据"""
+        return extracted
+
+    def load(self, transformed, context: TaskContext) -> dict:
+        """加载数据并返回统计信息"""
+        raise NotImplementedError("子类需实现 load 方法")
+
+    # ------------------------------------------------------------------ 主流程
+    def execute(self, cursor_data: dict | None = None) -> dict:
+        """统一 orchestrate Extract → Transform → Load"""
+        context = self._build_context(cursor_data)
+        task_code = self.get_task_code()
+        self.logger.info(
+            "%s: 开始执行，窗口[%s ~ %s]",
+            task_code,
+            context.window_start,
+            context.window_end,
+        )
+
+        try:
+            extracted = self.extract(context)
+            transformed = self.transform(extracted, context)
+            counts = self.load(transformed, context) or {}
+            self.db.commit()
+        except Exception:
+            self.db.rollback()
+            self.logger.error("%s: 执行失败", task_code, exc_info=True)
+            raise
+
+        result = self._build_result("SUCCESS", counts)
+        result["window"] = {
+            "start": context.window_start,
+            "end": context.window_end,
+            "minutes": context.window_minutes,
+        }
+        self.logger.info("%s: 完成，统计=%s", task_code, result["counts"])
+        return result
+
+    # ------------------------------------------------------------------ 辅助方法
+    def _build_context(self, cursor_data: dict | None) -> TaskContext:
+        window_start, window_end, window_minutes = self._get_time_window(cursor_data)
+        return TaskContext(
+            store_id=self.config.get("app.store_id"),
+            window_start=window_start,
+            window_end=window_end,
+            window_minutes=window_minutes,
+            cursor=cursor_data,
+        )
+
     def _get_time_window(self, cursor_data: dict = None) -> tuple:
         """计算时间窗口"""
         now = datetime.now(self.tz)
-        
-        # 判断是否在闲时窗口
+
         idle_start = self.config.get("run.idle_window.start", "04:00")
         idle_end = self.config.get("run.idle_window.end", "16:00")
-        
         is_idle = self._is_in_idle_window(now, idle_start, idle_end)
-        
-        # 获取窗口大小
+
         if is_idle:
             window_minutes = self.config.get("run.window_minutes.default_idle", 180)
         else:
             window_minutes = self.config.get("run.window_minutes.default_busy", 30)
-        
-        # 计算窗口
+
         overlap_seconds = self.config.get("run.overlap_seconds", 120)
-        
+
         if cursor_data and cursor_data.get("last_end"):
             window_start = cursor_data["last_end"] - timedelta(seconds=overlap_seconds)
         else:
             window_start = now - timedelta(minutes=window_minutes)
-        
+
         window_end = now
-        
         return window_start, window_end, window_minutes
-    
+
     def _is_in_idle_window(self, dt: datetime, start_time: str, end_time: str) -> bool:
         """判断是否在闲时窗口"""
         current_time = dt.strftime("%H:%M")
         return start_time <= current_time <= end_time
-    
+
+    def _merge_common_params(self, base: dict) -> dict:
+        """
+        合并全局/任务级参数池，便于在配置中统一覆<E4B880>?/追加过滤条件。
+        支持：
+        - api.params 下的通用键<E794A8>?
+        - api.params.<task_code_lower> 下的任务级键<E7BAA7>?
+        """
+        merged: dict = {}
+        common = self.config.get("api.params", {}) or {}
+        if isinstance(common, dict):
+            merged.update(common)
+
+        task_key = f"api.params.{self.get_task_code().lower()}"
+        scoped = self.config.get(task_key, {}) or {}
+        if isinstance(scoped, dict):
+            merged.update(scoped)
+
+        merged.update(base)
+        return merged
+
     def _build_result(self, status: str, counts: dict) -> dict:
         """构建结果字典"""
-        return {
-            "status": status,
-            "counts": counts
-        }
+        return {"status": status, "counts": counts}

etl_billiards/tasks/coupon_usage_task.py

@@ -0,0 +1,93 @@
+# -*- coding: utf-8 -*-
+"""平台券核销任务"""
+
+import json
+
+from .base_task import BaseTask, TaskContext
+from loaders.facts.coupon_usage import CouponUsageLoader
+from models.parsers import TypeParser
+
+
+class CouponUsageTask(BaseTask):
+    """同步平台券验券/核销记录"""
+
+    def get_task_code(self) -> str:
+        return "COUPON_USAGE"
+
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params(
+            {
+                "siteId": context.store_id,
+                "startTime": TypeParser.format_timestamp(context.window_start, self.tz),
+                "endTime": TypeParser.format_timestamp(context.window_end, self.tz),
+            }
+        )
+        records, _ = self.api.get_paginated(
+            endpoint="/Promotion/GetOfflineCouponConsumePageList",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+        )
+        return {"records": records}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            mapped = self._parse_usage(raw, context.store_id)
+            if mapped:
+                parsed.append(mapped)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = CouponUsageLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_coupon_usage(
+            transformed["records"]
+        )
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_usage(self, raw: dict, store_id: int) -> dict | None:
+        usage_id = TypeParser.parse_int(raw.get("id"))
+        if not usage_id:
+            self.logger.warning("跳过缺少券核销ID的记录: %s", raw)
+            return None
+
+        return {
+            "store_id": store_id,
+            "usage_id": usage_id,
+            "coupon_code": raw.get("coupon_code"),
+            "coupon_channel": raw.get("coupon_channel"),
+            "coupon_name": raw.get("coupon_name"),
+            "sale_price": TypeParser.parse_decimal(raw.get("sale_price")),
+            "coupon_money": TypeParser.parse_decimal(raw.get("coupon_money")),
+            "coupon_free_time": TypeParser.parse_int(raw.get("coupon_free_time")),
+            "use_status": raw.get("use_status"),
+            "create_time": TypeParser.parse_timestamp(
+                raw.get("create_time") or raw.get("createTime"), self.tz
+            ),
+            "consume_time": TypeParser.parse_timestamp(
+                raw.get("consume_time") or raw.get("consumeTime"), self.tz
+            ),
+            "operator_id": TypeParser.parse_int(raw.get("operator_id")),
+            "operator_name": raw.get("operator_name"),
+            "table_id": TypeParser.parse_int(raw.get("table_id")),
+            "site_order_id": TypeParser.parse_int(raw.get("site_order_id")),
+            "group_package_id": TypeParser.parse_int(raw.get("group_package_id")),
+            "coupon_remark": raw.get("coupon_remark"),
+            "deal_id": raw.get("deal_id"),
+            "certificate_id": raw.get("certificate_id"),
+            "verify_id": raw.get("verify_id"),
+            "is_delete": raw.get("is_delete"),
+            "raw_data": json.dumps(raw, ensure_ascii=False),
+        }

etl_billiards/tasks/dwd_load_task.py

@@ -0,0 +1,907 @@
+# -*- coding: utf-8 -*-
+"""DWD 装载任务：从 ODS 增量写入 DWD（维度 SCD2，事实按时间增量）。"""
+from __future__ import annotations
+
+from datetime import datetime
+from typing import Any, Dict, Iterable, List, Sequence
+
+from psycopg2.extras import RealDictCursor
+
+from .base_task import BaseTask, TaskContext
+
+
+class DwdLoadTask(BaseTask):
+    """负责 DWD 装载：维度表做 SCD2 合并，事实表按时间增量写入。"""
+
+    # DWD -> ODS 表映射（ODS 表名已与示例 JSON 前缀统一）
+    TABLE_MAP: dict[str, str] = {
+        # 维度
+        # 门店：改用台费流水中的 siteprofile 快照，补齐 org/地址等字段
+        "billiards_dwd.dim_site": "billiards_ods.table_fee_transactions",
+        "billiards_dwd.dim_site_ex": "billiards_ods.table_fee_transactions",
+        "billiards_dwd.dim_table": "billiards_ods.site_tables_master",
+        "billiards_dwd.dim_table_ex": "billiards_ods.site_tables_master",
+        "billiards_dwd.dim_assistant": "billiards_ods.assistant_accounts_master",
+        "billiards_dwd.dim_assistant_ex": "billiards_ods.assistant_accounts_master",
+        "billiards_dwd.dim_member": "billiards_ods.member_profiles",
+        "billiards_dwd.dim_member_ex": "billiards_ods.member_profiles",
+        "billiards_dwd.dim_member_card_account": "billiards_ods.member_stored_value_cards",
+        "billiards_dwd.dim_member_card_account_ex": "billiards_ods.member_stored_value_cards",
+        "billiards_dwd.dim_tenant_goods": "billiards_ods.tenant_goods_master",
+        "billiards_dwd.dim_tenant_goods_ex": "billiards_ods.tenant_goods_master",
+        "billiards_dwd.dim_store_goods": "billiards_ods.store_goods_master",
+        "billiards_dwd.dim_store_goods_ex": "billiards_ods.store_goods_master",
+        "billiards_dwd.dim_goods_category": "billiards_ods.stock_goods_category_tree",
+        "billiards_dwd.dim_groupbuy_package": "billiards_ods.group_buy_packages",
+        "billiards_dwd.dim_groupbuy_package_ex": "billiards_ods.group_buy_packages",
+        # 事实
+        "billiards_dwd.dwd_settlement_head": "billiards_ods.settlement_records",
+        "billiards_dwd.dwd_settlement_head_ex": "billiards_ods.settlement_records",
+        "billiards_dwd.dwd_table_fee_log": "billiards_ods.table_fee_transactions",
+        "billiards_dwd.dwd_table_fee_log_ex": "billiards_ods.table_fee_transactions",
+        "billiards_dwd.dwd_table_fee_adjust": "billiards_ods.table_fee_discount_records",
+        "billiards_dwd.dwd_table_fee_adjust_ex": "billiards_ods.table_fee_discount_records",
+        "billiards_dwd.dwd_store_goods_sale": "billiards_ods.store_goods_sales_records",
+        "billiards_dwd.dwd_store_goods_sale_ex": "billiards_ods.store_goods_sales_records",
+        "billiards_dwd.dwd_assistant_service_log": "billiards_ods.assistant_service_records",
+        "billiards_dwd.dwd_assistant_service_log_ex": "billiards_ods.assistant_service_records",
+        "billiards_dwd.dwd_assistant_trash_event": "billiards_ods.assistant_cancellation_records",
+        "billiards_dwd.dwd_assistant_trash_event_ex": "billiards_ods.assistant_cancellation_records",
+        "billiards_dwd.dwd_member_balance_change": "billiards_ods.member_balance_changes",
+        "billiards_dwd.dwd_member_balance_change_ex": "billiards_ods.member_balance_changes",
+        "billiards_dwd.dwd_groupbuy_redemption": "billiards_ods.group_buy_redemption_records",
+        "billiards_dwd.dwd_groupbuy_redemption_ex": "billiards_ods.group_buy_redemption_records",
+        "billiards_dwd.dwd_platform_coupon_redemption": "billiards_ods.platform_coupon_redemption_records",
+        "billiards_dwd.dwd_platform_coupon_redemption_ex": "billiards_ods.platform_coupon_redemption_records",
+        "billiards_dwd.dwd_recharge_order": "billiards_ods.recharge_settlements",
+        "billiards_dwd.dwd_recharge_order_ex": "billiards_ods.recharge_settlements",
+        "billiards_dwd.dwd_payment": "billiards_ods.payment_transactions",
+        "billiards_dwd.dwd_refund": "billiards_ods.refund_transactions",
+        "billiards_dwd.dwd_refund_ex": "billiards_ods.refund_transactions",
+    }
+
+    SCD_COLS = {"scd2_start_time", "scd2_end_time", "scd2_is_current", "scd2_version"}
+    FACT_ORDER_CANDIDATES = [
+        "fetched_at",
+        "pay_time",
+        "create_time",
+        "update_time",
+        "occur_time",
+        "settle_time",
+        "start_use_time",
+    ]
+
+    # 特殊列映射：dwd 列名 -> 源列表达式（可选 CAST）
+    FACT_MAPPINGS: dict[str, list[tuple[str, str, str | None]]] = {
+        # 维度表（补齐主键/字段差异）
+        "billiards_dwd.dim_site": [
+            ("org_id", "siteprofile->>'org_id'", None),
+            ("shop_name", "siteprofile->>'shop_name'", None),
+            ("site_label", "siteprofile->>'site_label'", None),
+            ("full_address", "siteprofile->>'full_address'", None),
+            ("address", "siteprofile->>'address'", None),
+            ("longitude", "siteprofile->>'longitude'", "numeric"),
+            ("latitude", "siteprofile->>'latitude'", "numeric"),
+            ("tenant_site_region_id", "siteprofile->>'tenant_site_region_id'", None),
+            ("business_tel", "siteprofile->>'business_tel'", None),
+            ("site_type", "siteprofile->>'site_type'", None),
+            ("shop_status", "siteprofile->>'shop_status'", None),
+            ("tenant_id", "siteprofile->>'tenant_id'", None),
+        ],
+        "billiards_dwd.dim_site_ex": [
+            ("auto_light", "siteprofile->>'auto_light'", None),
+            ("attendance_enabled", "siteprofile->>'attendance_enabled'", None),
+            ("attendance_distance", "siteprofile->>'attendance_distance'", None),
+            ("prod_env", "siteprofile->>'prod_env'", None),
+            ("light_status", "siteprofile->>'light_status'", None),
+            ("light_type", "siteprofile->>'light_type'", None),
+            ("light_token", "siteprofile->>'light_token'", None),
+            ("address", "siteprofile->>'address'", None),
+            ("avatar", "siteprofile->>'avatar'", None),
+            ("wifi_name", "siteprofile->>'wifi_name'", None),
+            ("wifi_password", "siteprofile->>'wifi_password'", None),
+            ("customer_service_qrcode", "siteprofile->>'customer_service_qrcode'", None),
+            ("customer_service_wechat", "siteprofile->>'customer_service_wechat'", None),
+            ("fixed_pay_qrcode", "siteprofile->>'fixed_pay_qrCode'", None),
+            ("longitude", "siteprofile->>'longitude'", "numeric"),
+            ("latitude", "siteprofile->>'latitude'", "numeric"),
+            ("tenant_site_region_id", "siteprofile->>'tenant_site_region_id'", None),
+            ("site_type", "siteprofile->>'site_type'", None),
+            ("site_label", "siteprofile->>'site_label'", None),
+            ("shop_status", "siteprofile->>'shop_status'", None),
+            ("create_time", "siteprofile->>'create_time'", "timestamptz"),
+            ("update_time", "siteprofile->>'update_time'", "timestamptz"),
+        ],
+        "billiards_dwd.dim_table": [
+            ("table_id", "id", None),
+            ("site_table_area_name", "areaname", None),
+            ("tenant_table_area_id", "site_table_area_id", None),
+        ],
+        "billiards_dwd.dim_table_ex": [
+            ("table_id", "id", None),
+            ("table_cloth_use_time", "table_cloth_use_time", None),
+        ],
+        "billiards_dwd.dim_assistant": [("assistant_id", "id", None), ("user_id", "staff_id", None)],
+        "billiards_dwd.dim_assistant_ex": [
+            ("assistant_id", "id", None),
+            ("introduce", "introduce", None),
+            ("group_name", "group_name", None),
+            ("light_equipment_id", "light_equipment_id", None),
+        ],
+        "billiards_dwd.dim_member": [("member_id", "id", None)],
+        "billiards_dwd.dim_member_ex": [
+            ("member_id", "id", None),
+            ("register_site_name", "site_name", None),
+        ],
+        "billiards_dwd.dim_member_card_account": [("member_card_id", "id", None)],
+        "billiards_dwd.dim_member_card_account_ex": [
+            ("member_card_id", "id", None),
+            ("tenant_name", "tenantname", None),
+            ("tenantavatar", "tenantavatar", None),
+            ("card_no", "card_no", None),
+            ("bind_password", "bind_password", None),
+            ("use_scene", "use_scene", None),
+            ("tableareaid", "tableareaid", None),
+            ("goodscategoryid", "goodscategoryid", None),
+        ],
+        "billiards_dwd.dim_tenant_goods": [
+            ("tenant_goods_id", "id", None),
+            ("category_name", "categoryname", None),
+        ],
+        "billiards_dwd.dim_tenant_goods_ex": [
+            ("tenant_goods_id", "id", None),
+            ("remark_name", "remark_name", None),
+            ("goods_bar_code", "goods_bar_code", None),
+            ("commodity_code_list", "commodity_code", None),
+            ("is_in_site", "isinsite", "boolean"),
+        ],
+        "billiards_dwd.dim_store_goods": [
+            ("site_goods_id", "id", None),
+            ("category_level1_name", "onecategoryname", None),
+            ("category_level2_name", "twocategoryname", None),
+            ("created_at", "create_time", None),
+            ("updated_at", "update_time", None),
+            ("avg_monthly_sales", "average_monthly_sales", None),
+            ("batch_stock_qty", "stock", None),
+            ("sale_qty", "sale_num", None),
+            ("total_sales_qty", "total_sales", None),
+        ],
+        "billiards_dwd.dim_store_goods_ex": [
+            ("site_goods_id", "id", None),
+            ("goods_barcode", "goods_bar_code", None),
+            ("stock_qty", "stock", None),
+            ("stock_secondary_qty", "stock_a", None),
+            ("safety_stock_qty", "safe_stock", None),
+            ("site_name", "sitename", None),
+            ("goods_cover_url", "goods_cover", None),
+            ("provisional_total_cost", "total_purchase_cost", None),
+            ("is_discountable", "able_discount", None),
+            ("freeze_status", "freeze", None),
+            ("remark", "remark", None),
+            ("days_on_shelf", "days_available", None),
+            ("sort_order", "sort", None),
+        ],
+        "billiards_dwd.dim_goods_category": [
+            ("category_id", "id", None),
+            ("tenant_id", "tenant_id", None),
+            ("category_name", "category_name", None),
+            ("alias_name", "alias_name", None),
+            ("parent_category_id", "pid", None),
+            ("business_name", "business_name", None),
+            ("tenant_goods_business_id", "tenant_goods_business_id", None),
+            ("sort_order", "sort", None),
+            ("open_salesman", "open_salesman", None),
+            ("is_warehousing", "is_warehousing", None),
+            ("category_level", "CASE WHEN pid = 0 THEN 1 ELSE 2 END", None),
+            ("is_leaf", "CASE WHEN categoryboxes IS NULL OR jsonb_array_length(categoryboxes)=0 THEN 1 ELSE 0 END", None),
+        ],
+        "billiards_dwd.dim_groupbuy_package": [
+            ("groupbuy_package_id", "id", None),
+            ("package_template_id", "package_id", None),
+            ("coupon_face_value", "coupon_money", None),
+            ("duration_seconds", "duration", None),
+        ],
+        "billiards_dwd.dim_groupbuy_package_ex": [
+            ("groupbuy_package_id", "id", None),
+            ("table_area_id", "table_area_id", None),
+            ("tenant_table_area_id", "tenant_table_area_id", None),
+            ("usable_range", "usable_range", None),
+            ("table_area_id_list", "table_area_id_list", None),
+            ("package_type", "type", None),
+        ],
+        # 事实表主键及关键差异列
+        "billiards_dwd.dwd_table_fee_log": [("table_fee_log_id", "id", None)],
+        "billiards_dwd.dwd_table_fee_log_ex": [
+            ("table_fee_log_id", "id", None),
+            ("salesman_name", "salesman_name", None),
+        ],
+        "billiards_dwd.dwd_table_fee_adjust": [
+            ("table_fee_adjust_id", "id", None),
+            ("table_id", "site_table_id", None),
+            ("table_area_id", "tenant_table_area_id", None),
+            ("table_area_name", "tableprofile->>'table_area_name'", None),
+            ("adjust_time", "create_time", None),
+        ],
+        "billiards_dwd.dwd_table_fee_adjust_ex": [
+            ("table_fee_adjust_id", "id", None),
+            ("ledger_name", "ledger_name", None),
+        ],
+        "billiards_dwd.dwd_store_goods_sale": [("store_goods_sale_id", "id", None), ("discount_price", "discount_money", None)],
+        "billiards_dwd.dwd_store_goods_sale_ex": [
+            ("store_goods_sale_id", "id", None),
+            ("option_value_name", "option_value_name", None),
+            ("open_salesman_flag", "opensalesman", "integer"),
+            ("salesman_name", "salesman_name", None),
+            ("salesman_org_id", "sales_man_org_id", None),
+            ("legacy_order_goods_id", "ordergoodsid", None),
+            ("site_name", "sitename", None),
+            ("legacy_site_id", "siteid", None),
+        ],
+        "billiards_dwd.dwd_assistant_service_log": [
+            ("assistant_service_id", "id", None),
+            ("assistant_no", "assistantno", None),
+            ("site_assistant_id", "order_assistant_id", None),
+            ("level_name", "levelname", None),
+            ("skill_name", "skillname", None),
+        ],
+        "billiards_dwd.dwd_assistant_service_log_ex": [
+            ("assistant_service_id", "id", None),
+            ("assistant_name", "assistantname", None),
+            ("ledger_group_name", "ledger_group_name", None),
+            ("trash_applicant_name", "trash_applicant_name", None),
+            ("trash_reason", "trash_reason", None),
+            ("salesman_name", "salesman_name", None),
+            ("table_name", "tablename", None),
+        ],
+        "billiards_dwd.dwd_assistant_trash_event": [
+            ("assistant_trash_event_id", "id", None),
+            ("assistant_no", "assistantname", None),
+            ("abolish_amount", "assistantabolishamount", None),
+            ("charge_minutes_raw", "pdchargeminutes", None),
+            ("site_id", "siteid", None),
+            ("table_id", "tableid", None),
+            ("table_area_id", "tableareaid", None),
+            ("assistant_name", "assistantname", None),
+            ("trash_reason", "trashreason", None),
+            ("create_time", "createtime", None),
+        ],
+        "billiards_dwd.dwd_assistant_trash_event_ex": [
+            ("assistant_trash_event_id", "id", None),
+            ("table_area_name", "tablearea", None),
+            ("table_name", "tablename", None),
+        ],
+        "billiards_dwd.dwd_member_balance_change": [
+            ("balance_change_id", "id", None),
+            ("balance_before", "before", None),
+            ("change_amount", "account_data", None),
+            ("balance_after", "after", None),
+            ("card_type_name", "membercardtypename", None),
+            ("change_time", "create_time", None),
+            ("member_name", "membername", None),
+            ("member_mobile", "membermobile", None),
+        ],
+        "billiards_dwd.dwd_member_balance_change_ex": [
+            ("balance_change_id", "id", None),
+            ("pay_site_name", "paysitename", None),
+            ("register_site_name", "registersitename", None),
+        ],
+        "billiards_dwd.dwd_groupbuy_redemption": [("redemption_id", "id", None)],
+        "billiards_dwd.dwd_groupbuy_redemption_ex": [
+            ("redemption_id", "id", None),
+            ("table_area_name", "tableareaname", None),
+            ("site_name", "sitename", None),
+            ("table_name", "tablename", None),
+            ("goods_option_price", "goodsoptionprice", None),
+            ("salesman_name", "salesman_name", None),
+            ("salesman_org_id", "sales_man_org_id", None),
+            ("ledger_group_name", "ledger_group_name", None),
+        ],
+        "billiards_dwd.dwd_platform_coupon_redemption": [("platform_coupon_redemption_id", "id", None)],
+        "billiards_dwd.dwd_platform_coupon_redemption_ex": [
+            ("platform_coupon_redemption_id", "id", None),
+            ("coupon_cover", "coupon_cover", None),
+        ],
+        "billiards_dwd.dwd_payment": [("payment_id", "id", None), ("pay_date", "pay_time", "date")],
+        "billiards_dwd.dwd_refund": [("refund_id", "id", None)],
+        "billiards_dwd.dwd_refund_ex": [
+            ("refund_id", "id", None),
+            ("tenant_name", "tenantname", None),
+            ("channel_payer_id", "channel_payer_id", None),
+            ("channel_pay_no", "channel_pay_no", None),
+        ],
+        # 结算头：settlement_records（源列为小写驼峰/无下划线，需要显式映射）
+        "billiards_dwd.dwd_settlement_head": [
+            ("order_settle_id", "id", None),
+            ("tenant_id", "tenantid", None),
+            ("site_id", "siteid", None),
+            ("site_name", "sitename", None),
+            ("table_id", "tableid", None),
+            ("settle_name", "settlename", None),
+            ("order_trade_no", "settlerelateid", None),
+            ("create_time", "createtime", None),
+            ("pay_time", "paytime", None),
+            ("settle_type", "settletype", None),
+            ("revoke_order_id", "revokeorderid", None),
+            ("member_id", "memberid", None),
+            ("member_name", "membername", None),
+            ("member_phone", "memberphone", None),
+            ("member_card_account_id", "tenantmembercardid", None),
+            ("member_card_type_name", "membercardtypename", None),
+            ("is_bind_member", "isbindmember", None),
+            ("member_discount_amount", "memberdiscountamount", None),
+            ("consume_money", "consumemoney", None),
+            ("table_charge_money", "tablechargemoney", None),
+            ("goods_money", "goodsmoney", None),
+            ("real_goods_money", "realgoodsmoney", None),
+            ("assistant_pd_money", "assistantpdmoney", None),
+            ("assistant_cx_money", "assistantcxmoney", None),
+            ("adjust_amount", "adjustamount", None),
+            ("pay_amount", "payamount", None),
+            ("balance_amount", "balanceamount", None),
+            ("recharge_card_amount", "rechargecardamount", None),
+            ("gift_card_amount", "giftcardamount", None),
+            ("coupon_amount", "couponamount", None),
+            ("rounding_amount", "roundingamount", None),
+            ("point_amount", "pointamount", None),
+        ],
+        "billiards_dwd.dwd_settlement_head_ex": [
+            ("order_settle_id", "id", None),
+            ("serial_number", "serialnumber", None),
+            ("settle_status", "settlestatus", None),
+            ("can_be_revoked", "canberevoked", "boolean"),
+            ("revoke_order_name", "revokeordername", None),
+            ("revoke_time", "revoketime", None),
+            ("is_first_order", "isfirst", "boolean"),
+            ("service_money", "servicemoney", None),
+            ("cash_amount", "cashamount", None),
+            ("card_amount", "cardamount", None),
+            ("online_amount", "onlineamount", None),
+            ("refund_amount", "refundamount", None),
+            ("prepay_money", "prepaymoney", None),
+            ("payment_method", "paymentmethod", None),
+            ("coupon_sale_amount", "couponsaleamount", None),
+            ("all_coupon_discount", "allcoupondiscount", None),
+            ("goods_promotion_money", "goodspromotionmoney", None),
+            ("assistant_promotion_money", "assistantpromotionmoney", None),
+            ("activity_discount", "activitydiscount", None),
+            ("assistant_manual_discount", "assistantmanualdiscount", None),
+            ("point_discount_price", "pointdiscountprice", None),
+            ("point_discount_cost", "pointdiscountcost", None),
+            ("is_use_coupon", "isusecoupon", "boolean"),
+            ("is_use_discount", "isusediscount", "boolean"),
+            ("is_activity", "isactivity", "boolean"),
+            ("operator_name", "operatorname", None),
+            ("salesman_name", "salesmanname", None),
+            ("order_remark", "orderremark", None),
+            ("operator_id", "operatorid", None),
+            ("salesman_user_id", "salesmanuserid", None),
+        ],
+        # 充值结算：recharge_settlements（字段风格同 settlement_records）
+        "billiards_dwd.dwd_recharge_order": [
+            ("recharge_order_id", "id", None),
+            ("tenant_id", "tenantid", None),
+            ("site_id", "siteid", None),
+            ("member_id", "memberid", None),
+            ("member_name_snapshot", "membername", None),
+            ("member_phone_snapshot", "memberphone", None),
+            ("tenant_member_card_id", "tenantmembercardid", None),
+            ("member_card_type_name", "membercardtypename", None),
+            ("settle_relate_id", "settlerelateid", None),
+            ("settle_type", "settletype", None),
+            ("settle_name", "settlename", None),
+            ("is_first", "isfirst", None),
+            ("pay_amount", "payamount", None),
+            ("refund_amount", "refundamount", None),
+            ("point_amount", "pointamount", None),
+            ("cash_amount", "cashamount", None),
+            ("payment_method", "paymentmethod", None),
+            ("create_time", "createtime", None),
+            ("pay_time", "paytime", None),
+        ],
+        "billiards_dwd.dwd_recharge_order_ex": [
+            ("recharge_order_id", "id", None),
+            ("site_name_snapshot", "sitename", None),
+            ("salesman_name", "salesmanname", None),
+            ("order_remark", "orderremark", None),
+            ("revoke_order_name", "revokeordername", None),
+            ("settle_status", "settlestatus", None),
+            ("is_bind_member", "isbindmember", "boolean"),
+            ("is_activity", "isactivity", "boolean"),
+            ("is_use_coupon", "isusecoupon", "boolean"),
+            ("is_use_discount", "isusediscount", "boolean"),
+            ("can_be_revoked", "canberevoked", "boolean"),
+            ("online_amount", "onlineamount", None),
+            ("balance_amount", "balanceamount", None),
+            ("card_amount", "cardamount", None),
+            ("coupon_amount", "couponamount", None),
+            ("recharge_card_amount", "rechargecardamount", None),
+            ("gift_card_amount", "giftcardamount", None),
+            ("prepay_money", "prepaymoney", None),
+            ("consume_money", "consumemoney", None),
+            ("goods_money", "goodsmoney", None),
+            ("real_goods_money", "realgoodsmoney", None),
+            ("table_charge_money", "tablechargemoney", None),
+            ("service_money", "servicemoney", None),
+            ("activity_discount", "activitydiscount", None),
+            ("all_coupon_discount", "allcoupondiscount", None),
+            ("goods_promotion_money", "goodspromotionmoney", None),
+            ("assistant_promotion_money", "assistantpromotionmoney", None),
+            ("assistant_pd_money", "assistantpdmoney", None),
+            ("assistant_cx_money", "assistantcxmoney", None),
+            ("assistant_manual_discount", "assistantmanualdiscount", None),
+            ("coupon_sale_amount", "couponsaleamount", None),
+            ("member_discount_amount", "memberdiscountamount", None),
+            ("point_discount_price", "pointdiscountprice", None),
+            ("point_discount_cost", "pointdiscountcost", None),
+            ("adjust_amount", "adjustamount", None),
+            ("rounding_amount", "roundingamount", None),
+            ("operator_id", "operatorid", None),
+            ("operator_name_snapshot", "operatorname", None),
+            ("salesman_user_id", "salesmanuserid", None),
+            ("salesman_name", "salesmanname", None),
+            ("order_remark", "orderremark", None),
+            ("table_id", "tableid", None),
+            ("serial_number", "serialnumber", None),
+            ("revoke_order_id", "revokeorderid", None),
+            ("revoke_order_name", "revokeordername", None),
+            ("revoke_time", "revoketime", None),
+        ],
+    }
+
+    def get_task_code(self) -> str:
+        """返回任务编码。"""
+        return "DWD_LOAD_FROM_ODS"
+
+    def extract(self, context: TaskContext) -> dict[str, Any]:
+        """准备运行所需的上下文信息。"""
+        return {"now": datetime.now()}
+
+    def load(self, extracted: dict[str, Any], context: TaskContext) -> dict[str, Any]:
+        """遍历映射关系，维度执行 SCD2 合并，事实表按时间增量插入。"""
+        now = extracted["now"]
+        summary: List[Dict[str, Any]] = []
+        with self.db.conn.cursor(cursor_factory=RealDictCursor) as cur:
+            for dwd_table, ods_table in self.TABLE_MAP.items():
+                dwd_cols = self._get_columns(cur, dwd_table)
+                ods_cols = self._get_columns(cur, ods_table)
+                if not dwd_cols:
+                    self.logger.warning("跳过 %s，未能获取 DWD 列信息", dwd_table)
+                    continue
+
+                if self._table_base(dwd_table).startswith("dim_"):
+                    processed = self._merge_dim_scd2(cur, dwd_table, ods_table, dwd_cols, ods_cols, now)
+                    summary.append({"table": dwd_table, "mode": "SCD2", "processed": processed})
+                else:
+                    dwd_types = self._get_column_types(cur, dwd_table, "billiards_dwd")
+                    ods_types = self._get_column_types(cur, ods_table, "billiards_ods")
+                    inserted = self._merge_fact_increment(
+                        cur, dwd_table, ods_table, dwd_cols, ods_cols, dwd_types, ods_types
+                    )
+                    summary.append({"table": dwd_table, "mode": "INCREMENT", "inserted": inserted})
+
+        self.db.conn.commit()
+        return {"tables": summary}
+
+    # ---------------------- helpers ----------------------
+    def _get_columns(self, cur, table: str) -> List[str]:
+        """获取指定表的列名（小写）。"""
+        schema, name = self._split_table_name(table, default_schema="billiards_dwd")
+        cur.execute(
+            """
+            SELECT column_name
+            FROM information_schema.columns
+            WHERE table_schema = %s AND table_name = %s
+            """,
+            (schema, name),
+        )
+        return [r["column_name"].lower() for r in cur.fetchall()]
+
+    def _get_primary_keys(self, cur, table: str) -> List[str]:
+        """获取表的主键列名列表。"""
+        schema, name = self._split_table_name(table, default_schema="billiards_dwd")
+        cur.execute(
+            """
+            SELECT kcu.column_name
+            FROM information_schema.table_constraints tc
+            JOIN information_schema.key_column_usage kcu
+              ON tc.constraint_name = kcu.constraint_name
+             AND tc.table_schema = kcu.table_schema
+             AND tc.table_name = kcu.table_name
+            WHERE tc.table_schema = %s
+              AND tc.table_name = %s
+              AND tc.constraint_type = 'PRIMARY KEY'
+            ORDER BY kcu.ordinal_position
+            """,
+            (schema, name),
+        )
+        return [r["column_name"].lower() for r in cur.fetchall()]
+
+    def _get_column_types(self, cur, table: str, default_schema: str) -> Dict[str, str]:
+        """获取列的数据类型（information_schema.data_type）。"""
+        schema, name = self._split_table_name(table, default_schema=default_schema)
+        cur.execute(
+            """
+            SELECT column_name, data_type
+            FROM information_schema.columns
+            WHERE table_schema = %s AND table_name = %s
+            """,
+            (schema, name),
+        )
+        return {r["column_name"].lower(): r["data_type"].lower() for r in cur.fetchall()}
+
+    def _build_column_mapping(
+        self, dwd_table: str, pk_cols: Sequence[str], ods_cols: Sequence[str]
+    ) -> Dict[str, tuple[str, str | None]]:
+        """合并显式 FACT_MAPPINGS 与主键兜底映射。"""
+        mapping_entries = self.FACT_MAPPINGS.get(dwd_table, [])
+        mapping: Dict[str, tuple[str, str | None]] = {
+            dst.lower(): (src, cast_type) for dst, src, cast_type in mapping_entries
+        }
+        ods_set = {c.lower() for c in ods_cols}
+        for pk in pk_cols:
+            pk_lower = pk.lower()
+            if pk_lower not in mapping and pk_lower not in ods_set and "id" in ods_set:
+                mapping[pk_lower] = ("id", None)
+        return mapping
+
+    def _fetch_source_rows(
+        self, cur, table: str, columns: Sequence[str], where_sql: str = "", params: Sequence[Any] = None
+    ) -> List[Dict[str, Any]]:
+        """从源表读取指定列，返回小写键的字典列表。"""
+        schema, name = self._split_table_name(table, default_schema="billiards_ods")
+        cols_sql = ", ".join(f'"{c}"' for c in columns)
+        sql = f'SELECT {cols_sql} FROM "{schema}"."{name}" {where_sql}'
+        cur.execute(sql, params or [])
+        rows = []
+        for r in cur.fetchall():
+            rows.append({k.lower(): v for k, v in r.items()})
+        return rows
+
+    def _expand_goods_category_rows(self, rows: list[Dict[str, Any]]) -> list[Dict[str, Any]]:
+        """将分类表中的 categoryboxes 元素展开为子类记录。"""
+        expanded: list[Dict[str, Any]] = []
+        for r in rows:
+            expanded.append(r)
+            boxes = r.get("categoryboxes")
+            if isinstance(boxes, list):
+                for child in boxes:
+                    if not isinstance(child, dict):
+                        continue
+                    child_row: Dict[str, Any] = {}
+                    # 继承父级的租户与业务大类信息
+                    child_row["tenant_id"] = r.get("tenant_id")
+                    child_row["business_name"] = child.get("business_name", r.get("business_name"))
+                    child_row["tenant_goods_business_id"] = child.get(
+                        "tenant_goods_business_id", r.get("tenant_goods_business_id")
+                    )
+                    # 合并子类字段
+                    child_row.update(child)
+                    # 默认父子关系
+                    child_row.setdefault("pid", r.get("id"))
+                    # 衍生层级/叶子标记
+                    child_boxes = child_row.get("categoryboxes")
+                    if not isinstance(child_boxes, list):
+                        is_leaf = 1
+                    else:
+                        is_leaf = 1 if len(child_boxes) == 0 else 0
+                    child_row.setdefault("category_level", 2)
+                    child_row.setdefault("is_leaf", is_leaf)
+                    expanded.append(child_row)
+        return expanded
+
+    def _merge_dim_scd2(
+        self,
+        cur,
+        dwd_table: str,
+        ods_table: str,
+        dwd_cols: Sequence[str],
+        ods_cols: Sequence[str],
+        now: datetime,
+    ) -> int:
+        """对维表执行 SCD2 合并：对比变更关闭旧版并插入新版。"""
+        pk_cols = self._get_primary_keys(cur, dwd_table)
+        if not pk_cols:
+            raise ValueError(f"{dwd_table} 未配置主键，无法执行 SCD2 合并")
+
+        mapping = self._build_column_mapping(dwd_table, pk_cols, ods_cols)
+        ods_set = {c.lower() for c in ods_cols}
+        table_sql = self._format_table(ods_table, "billiards_ods")
+        # 构造 SELECT 表达式，支持 JSON/expression 映射
+        select_exprs: list[str] = []
+        added: set[str] = set()
+        for col in dwd_cols:
+            lc = col.lower()
+            if lc in self.SCD_COLS:
+                continue
+            if lc in mapping:
+                src, cast_type = mapping[lc]
+                select_exprs.append(f"{self._cast_expr(src, cast_type)} AS \"{lc}\"")
+                added.add(lc)
+            elif lc in ods_set:
+                select_exprs.append(f'"{lc}" AS "{lc}"')
+                added.add(lc)
+        # 分类维度需要额外读取 categoryboxes 以展开子类
+        if dwd_table == "billiards_dwd.dim_goods_category" and "categoryboxes" not in added and "categoryboxes" in ods_set:
+            select_exprs.append('"categoryboxes" AS "categoryboxes"')
+            added.add("categoryboxes")
+        # 主键兜底确保被选出
+        for pk in pk_cols:
+            lc = pk.lower()
+            if lc not in added:
+                if lc in mapping:
+                    src, cast_type = mapping[lc]
+                    select_exprs.append(f"{self._cast_expr(src, cast_type)} AS \"{lc}\"")
+                elif lc in ods_set:
+                    select_exprs.append(f'"{lc}" AS "{lc}"')
+                added.add(lc)
+
+        if not select_exprs:
+            return 0
+
+        sql = f"SELECT {', '.join(select_exprs)} FROM {table_sql}"
+        cur.execute(sql)
+        rows = [{k.lower(): v for k, v in r.items()} for r in cur.fetchall()]
+
+        # 特殊：分类维度展开子类
+        if dwd_table == "billiards_dwd.dim_goods_category":
+            rows = self._expand_goods_category_rows(rows)
+
+        inserted_or_updated = 0
+        seen_pk = set()
+        for row in rows:
+            mapped_row: Dict[str, Any] = {}
+            for col in dwd_cols:
+                lc = col.lower()
+                if lc in self.SCD_COLS:
+                    continue
+                value = row.get(lc)
+                if value is None and lc in mapping:
+                    src, _ = mapping[lc]
+                    value = row.get(src.lower())
+                mapped_row[lc] = value
+
+            pk_key = tuple(mapped_row.get(pk) for pk in pk_cols)
+            if pk_key in seen_pk:
+                continue
+            seen_pk.add(pk_key)
+            if self._upsert_scd2_row(cur, dwd_table, dwd_cols, pk_cols, mapped_row, now):
+                inserted_or_updated += 1
+        return len(rows)
+
+    def _upsert_scd2_row(
+        self,
+        cur,
+        dwd_table: str,
+        dwd_cols: Sequence[str],
+        pk_cols: Sequence[str],
+        src_row: Dict[str, Any],
+        now: datetime,
+    ) -> bool:
+        """SCD2 合并：若有变更则关闭旧版并插入新版本。"""
+        pk_values = [src_row.get(pk) for pk in pk_cols]
+        if any(v is None for v in pk_values):
+            self.logger.warning("跳过 %s：主键缺失 %s", dwd_table, dict(zip(pk_cols, pk_values)))
+            return False
+
+        where_clause = " AND ".join(f'"{pk}" = %s' for pk in pk_cols)
+        table_sql = self._format_table(dwd_table, "billiards_dwd")
+        cur.execute(
+            f"SELECT * FROM {table_sql} WHERE {where_clause} AND COALESCE(scd2_is_current,1)=1 LIMIT 1",
+            pk_values,
+        )
+        current = cur.fetchone()
+        if current:
+            current = {k.lower(): v for k, v in current.items()}
+
+        if current and not self._is_row_changed(current, src_row, dwd_cols):
+            return False
+
+        if current:
+            version = (current.get("scd2_version") or 1) + 1
+            self._close_current_dim(cur, dwd_table, pk_cols, pk_values, now)
+        else:
+            version = 1
+
+        self._insert_dim_row(cur, dwd_table, dwd_cols, src_row, now, version)
+        return True
+
+    def _close_current_dim(self, cur, table: str, pk_cols: Sequence[str], pk_values: Sequence[Any], now: datetime) -> None:
+        """关闭当前版本，标记 scd2_is_current=0 并填充结束时间。"""
+        set_sql = "scd2_end_time = %s, scd2_is_current = 0"
+        where_clause = " AND ".join(f'"{pk}" = %s' for pk in pk_cols)
+        table_sql = self._format_table(table, "billiards_dwd")
+        cur.execute(f"UPDATE {table_sql} SET {set_sql} WHERE {where_clause} AND COALESCE(scd2_is_current,1)=1", [now, *pk_values])
+
+    def _insert_dim_row(
+        self,
+        cur,
+        table: str,
+        dwd_cols: Sequence[str],
+        src_row: Dict[str, Any],
+        now: datetime,
+        version: int,
+    ) -> None:
+        """插入新的 SCD2 版本行。"""
+        insert_cols: List[str] = []
+        placeholders: List[str] = []
+        values: List[Any] = []
+        for col in sorted(dwd_cols):
+            lc = col.lower()
+            insert_cols.append(f'"{lc}"')
+            placeholders.append("%s")
+            if lc == "scd2_start_time":
+                values.append(now)
+            elif lc == "scd2_end_time":
+                values.append(datetime(9999, 12, 31, 0, 0, 0))
+            elif lc == "scd2_is_current":
+                values.append(1)
+            elif lc == "scd2_version":
+                values.append(version)
+            else:
+                values.append(src_row.get(lc))
+        table_sql = self._format_table(table, "billiards_dwd")
+        sql = f'INSERT INTO {table_sql} ({", ".join(insert_cols)}) VALUES ({", ".join(placeholders)})'
+        cur.execute(sql, values)
+
+    def _is_row_changed(self, current: Dict[str, Any], incoming: Dict[str, Any], dwd_cols: Sequence[str]) -> bool:
+        """比较非 SCD2 列，判断是否存在变更。"""
+        for col in dwd_cols:
+            lc = col.lower()
+            if lc in self.SCD_COLS:
+                continue
+            if current.get(lc) != incoming.get(lc):
+                return True
+        return False
+
+    def _merge_fact_increment(
+        self,
+        cur,
+        dwd_table: str,
+        ods_table: str,
+        dwd_cols: Sequence[str],
+        ods_cols: Sequence[str],
+        dwd_types: Dict[str, str],
+        ods_types: Dict[str, str],
+    ) -> int:
+        """事实表按时间增量插入，默认按列名交集写入。"""
+        mapping_entries = self.FACT_MAPPINGS.get(dwd_table) or []
+        mapping: Dict[str, tuple[str, str | None]] = {
+            dst.lower(): (src, cast_type) for dst, src, cast_type in mapping_entries
+        }
+
+        mapping_dest = [dst for dst, _, _ in mapping_entries]
+        insert_cols: List[str] = list(mapping_dest)
+        for col in dwd_cols:
+            if col in self.SCD_COLS:
+                continue
+            if col in insert_cols:
+                continue
+            if col in ods_cols:
+                insert_cols.append(col)
+
+        pk_cols = self._get_primary_keys(cur, dwd_table)
+        ods_set = {c.lower() for c in ods_cols}
+        existing_lower = [c.lower() for c in insert_cols]
+        for pk in pk_cols:
+            pk_lower = pk.lower()
+            if pk_lower in existing_lower:
+                continue
+            if pk_lower in ods_set:
+                insert_cols.append(pk)
+                existing_lower.append(pk_lower)
+            elif "id" in ods_set:
+                insert_cols.append(pk)
+                existing_lower.append(pk_lower)
+                mapping[pk_lower] = ("id", None)
+
+        # 保持列顺序同时去重
+        seen_cols: set[str] = set()
+        ordered_cols: list[str] = []
+        for col in insert_cols:
+            lc = col.lower()
+            if lc not in seen_cols:
+                seen_cols.add(lc)
+                ordered_cols.append(col)
+        insert_cols = ordered_cols
+
+        if not insert_cols:
+            self.logger.warning("跳过 %s：未找到可插入的列", dwd_table)
+            return 0
+
+        order_col = self._pick_order_column(dwd_cols, ods_cols)
+        where_sql = ""
+        params: List[Any] = []
+        dwd_table_sql = self._format_table(dwd_table, "billiards_dwd")
+        ods_table_sql = self._format_table(ods_table, "billiards_ods")
+        if order_col:
+            cur.execute(f'SELECT COALESCE(MAX("{order_col}"), %s) FROM {dwd_table_sql}', ("1970-01-01",))
+            row = cur.fetchone() or {}
+            watermark = list(row.values())[0] if row else "1970-01-01"
+            where_sql = f'WHERE "{order_col}" > %s'
+            params.append(watermark)
+
+        default_cols = [c for c in insert_cols if c.lower() not in mapping]
+        default_expr_map: Dict[str, str] = {}
+        if default_cols:
+            default_exprs = self._build_fact_select_exprs(default_cols, dwd_types, ods_types)
+            default_expr_map = dict(zip(default_cols, default_exprs))
+
+        select_exprs: List[str] = []
+        for col in insert_cols:
+            key = col.lower()
+            if key in mapping:
+                src, cast_type = mapping[key]
+                select_exprs.append(self._cast_expr(src, cast_type))
+            else:
+                select_exprs.append(default_expr_map[col])
+
+        select_cols_sql = ", ".join(select_exprs)
+        insert_cols_sql = ", ".join(f'"{c}"' for c in insert_cols)
+        sql = f'INSERT INTO {dwd_table_sql} ({insert_cols_sql}) SELECT {select_cols_sql} FROM {ods_table_sql} {where_sql}'
+
+        pk_cols = self._get_primary_keys(cur, dwd_table)
+        if pk_cols:
+            pk_sql = ", ".join(f'"{c}"' for c in pk_cols)
+            sql += f" ON CONFLICT ({pk_sql}) DO NOTHING"
+
+        cur.execute(sql, params)
+        return cur.rowcount
+
+    def _pick_order_column(self, dwd_cols: Iterable[str], ods_cols: Iterable[str]) -> str | None:
+        """选择用于增量的时间列（需同时存在于 DWD 与 ODS）。"""
+        lower_cols = {c.lower() for c in dwd_cols} & {c.lower() for c in ods_cols}
+        for candidate in self.FACT_ORDER_CANDIDATES:
+            if candidate.lower() in lower_cols:
+                return candidate.lower()
+        return None
+
+    def _build_fact_select_exprs(
+        self,
+        insert_cols: Sequence[str],
+        dwd_types: Dict[str, str],
+        ods_types: Dict[str, str],
+    ) -> List[str]:
+        """构造事实表 SELECT 列表，需要时做类型转换。"""
+        numeric_types = {"integer", "bigint", "smallint", "numeric", "double precision", "real", "decimal"}
+        text_types = {"text", "character varying", "varchar"}
+        exprs = []
+        for col in insert_cols:
+            d_type = dwd_types.get(col)
+            o_type = ods_types.get(col)
+            if d_type in numeric_types and o_type in text_types:
+                exprs.append(f"CAST(NULLIF(CAST(\"{col}\" AS text), '') AS numeric):: {d_type}")
+            else:
+                exprs.append(f'"{col}"')
+        return exprs
+
+    def _split_table_name(self, name: str, default_schema: str) -> tuple[str, str]:
+        """拆分 schema.table，若无 schema 则补默认 schema。"""
+        parts = name.split(".")
+        if len(parts) == 2:
+            return parts[0], parts[1].lower()
+        return default_schema, name.lower()
+
+    def _table_base(self, name: str) -> str:
+        """获取不含 schema 的表名。"""
+        return name.split(".")[-1]
+
+    def _format_table(self, name: str, default_schema: str) -> str:
+        """返回带引号的 schema.table 名称。"""
+        schema, table = self._split_table_name(name, default_schema)
+        return f'"{schema}"."{table}"'
+
+    def _cast_expr(self, col: str, cast_type: str | None) -> str:
+        """构造带可选 CAST 的列表达式。"""
+        if col.upper() == "NULL":
+            base = "NULL"
+        else:
+            is_expr = not col.isidentifier() or "->" in col or "#>>" in col or "::" in col or "'" in col
+            base = col if is_expr else f'"{col}"'
+        if cast_type:
+            cast_lower = cast_type.lower()
+            if cast_lower in {"bigint", "integer", "numeric", "decimal"}:
+                return f"CAST(NULLIF(CAST({base} AS text), '') AS numeric):: {cast_type}"
+            if cast_lower == "timestamptz":
+                return f"({base})::timestamptz"
+            return f"{base}::{cast_type}"
+        return base

etl_billiards/tasks/dwd_quality_task.py

@@ -0,0 +1,105 @@
+# -*- coding: utf-8 -*-
+"""DWD 质量核对任务：按 dwd_quality_check.md 输出行数/金额对照报表。"""
+from __future__ import annotations
+
+import json
+from datetime import datetime
+from pathlib import Path
+from typing import Any, Dict, Iterable, List, Sequence, Tuple
+
+from psycopg2.extras import RealDictCursor
+
+from .base_task import BaseTask, TaskContext
+from .dwd_load_task import DwdLoadTask
+
+
+class DwdQualityTask(BaseTask):
+    """对 ODS 与 DWD 进行行数、金额对照核查，生成 JSON 报表。"""
+
+    REPORT_PATH = Path("etl_billiards/reports/dwd_quality_report.json")
+    AMOUNT_KEYWORDS = ("amount", "money", "fee", "balance")
+
+    def get_task_code(self) -> str:
+        """返回任务编码。"""
+        return "DWD_QUALITY_CHECK"
+
+    def extract(self, context: TaskContext) -> dict[str, Any]:
+        """准备运行时上下文。"""
+        return {"now": datetime.now()}
+
+    def load(self, extracted: dict[str, Any], context: TaskContext) -> dict[str, Any]:
+        """输出行数/金额差异报表到本地文件。"""
+        report: Dict[str, Any] = {
+            "generated_at": extracted["now"].isoformat(),
+            "tables": [],
+            "note": "行数/金额核对，金额字段基于列名包含 amount/money/fee/balance 的数值列自动扫描。",
+        }
+
+        with self.db.conn.cursor(cursor_factory=RealDictCursor) as cur:
+            for dwd_table, ods_table in DwdLoadTask.TABLE_MAP.items():
+                count_info = self._compare_counts(cur, dwd_table, ods_table)
+                amount_info = self._compare_amounts(cur, dwd_table, ods_table)
+                report["tables"].append(
+                    {
+                        "dwd_table": dwd_table,
+                        "ods_table": ods_table,
+                        "count": count_info,
+                        "amounts": amount_info,
+                    }
+                )
+
+        self.REPORT_PATH.parent.mkdir(parents=True, exist_ok=True)
+        self.REPORT_PATH.write_text(json.dumps(report, ensure_ascii=False, indent=2), encoding="utf-8")
+        self.logger.info("DWD 质检报表已生成：%s", self.REPORT_PATH)
+        return {"report_path": str(self.REPORT_PATH)}
+
+    # ---------------------- helpers ----------------------
+    def _compare_counts(self, cur, dwd_table: str, ods_table: str) -> Dict[str, Any]:
+        """统计两端行数并返回差异。"""
+        dwd_schema, dwd_name = self._split_table_name(dwd_table, default_schema="billiards_dwd")
+        ods_schema, ods_name = self._split_table_name(ods_table, default_schema="billiards_ods")
+        cur.execute(f'SELECT COUNT(1) AS cnt FROM "{dwd_schema}"."{dwd_name}"')
+        dwd_cnt = cur.fetchone()["cnt"]
+        cur.execute(f'SELECT COUNT(1) AS cnt FROM "{ods_schema}"."{ods_name}"')
+        ods_cnt = cur.fetchone()["cnt"]
+        return {"dwd": dwd_cnt, "ods": ods_cnt, "diff": dwd_cnt - ods_cnt}
+
+    def _compare_amounts(self, cur, dwd_table: str, ods_table: str) -> List[Dict[str, Any]]:
+        """扫描金额相关列，生成 ODS 与 DWD 的汇总对照。"""
+        dwd_schema, dwd_name = self._split_table_name(dwd_table, default_schema="billiards_dwd")
+        ods_schema, ods_name = self._split_table_name(ods_table, default_schema="billiards_ods")
+
+        dwd_amount_cols = self._get_numeric_amount_columns(cur, dwd_schema, dwd_name)
+        ods_amount_cols = self._get_numeric_amount_columns(cur, ods_schema, ods_name)
+        common_amount_cols = sorted(set(dwd_amount_cols) & set(ods_amount_cols))
+
+        results: List[Dict[str, Any]] = []
+        for col in common_amount_cols:
+            cur.execute(f'SELECT COALESCE(SUM("{col}"),0) AS val FROM "{dwd_schema}"."{dwd_name}"')
+            dwd_sum = cur.fetchone()["val"]
+            cur.execute(f'SELECT COALESCE(SUM("{col}"),0) AS val FROM "{ods_schema}"."{ods_name}"')
+            ods_sum = cur.fetchone()["val"]
+            results.append({"column": col, "dwd_sum": float(dwd_sum or 0), "ods_sum": float(ods_sum or 0), "diff": float(dwd_sum or 0) - float(ods_sum or 0)})
+        return results
+
+    def _get_numeric_amount_columns(self, cur, schema: str, table: str) -> List[str]:
+        """获取列名包含金额关键词的数值型字段。"""
+        cur.execute(
+            """
+            SELECT column_name
+            FROM information_schema.columns
+            WHERE table_schema = %s
+              AND table_name = %s
+              AND data_type IN ('numeric','double precision','integer','bigint','smallint','real','decimal')
+            """,
+            (schema, table),
+        )
+        cols = [r["column_name"].lower() for r in cur.fetchall()]
+        return [c for c in cols if any(key in c for key in self.AMOUNT_KEYWORDS)]
+
+    def _split_table_name(self, name: str, default_schema: str) -> Tuple[str, str]:
+        """拆分 schema 与表名，缺省使用 default_schema。"""
+        parts = name.split(".")
+        if len(parts) == 2:
+            return parts[0], parts[1]
+        return default_schema, name

etl_billiards/tasks/init_dwd_schema_task.py

@@ -0,0 +1,36 @@
+# -*- coding: utf-8 -*-
+"""初始化 DWD Schema：执行 schema_dwd_doc.sql，可选先 DROP SCHEMA。"""
+from __future__ import annotations
+
+from pathlib import Path
+from typing import Any
+
+from .base_task import BaseTask, TaskContext
+
+
+class InitDwdSchemaTask(BaseTask):
+    """通过调度执行 DWD schema 初始化。"""
+
+    def get_task_code(self) -> str:
+        """返回任务编码。"""
+        return "INIT_DWD_SCHEMA"
+
+    def extract(self, context: TaskContext) -> dict[str, Any]:
+        """读取 DWD SQL 文件与参数。"""
+        base_dir = Path(__file__).resolve().parents[1] / "database"
+        dwd_path = Path(self.config.get("schema.dwd_file", base_dir / "schema_dwd_doc.sql"))
+        if not dwd_path.exists():
+            raise FileNotFoundError(f"未找到 DWD schema 文件: {dwd_path}")
+
+        drop_first = self.config.get("dwd.drop_schema_first", False)
+        return {"dwd_sql": dwd_path.read_text(encoding="utf-8"), "dwd_file": str(dwd_path), "drop_first": drop_first}
+
+    def load(self, extracted: dict[str, Any], context: TaskContext) -> dict:
+        """可选 DROP schema，再执行 DWD DDL。"""
+        with self.db.conn.cursor() as cur:
+            if extracted["drop_first"]:
+                cur.execute("DROP SCHEMA IF EXISTS billiards_dwd CASCADE;")
+                self.logger.info("已执行 DROP SCHEMA billiards_dwd CASCADE")
+            self.logger.info("执行 DWD schema 文件: %s", extracted["dwd_file"])
+            cur.execute(extracted["dwd_sql"])
+        return {"executed": 1, "files": [extracted["dwd_file"]]}

etl_billiards/tasks/init_schema_task.py

@@ -0,0 +1,73 @@
+# -*- coding: utf-8 -*-
+"""任务：初始化运行环境，执行 ODS 与 etl_admin 的 DDL，并准备日志/导出目录。"""
+from __future__ import annotations
+
+from pathlib import Path
+from typing import Any
+
+from .base_task import BaseTask, TaskContext
+
+
+class InitOdsSchemaTask(BaseTask):
+    """通过调度执行初始化：创建必要目录，执行 ODS 与 etl_admin 的 DDL。"""
+
+    def get_task_code(self) -> str:
+        """返回任务编码。"""
+        return "INIT_ODS_SCHEMA"
+
+    def extract(self, context: TaskContext) -> dict[str, Any]:
+        """读取 SQL 文件路径，收集需创建的目录。"""
+        base_dir = Path(__file__).resolve().parents[1] / "database"
+        ods_path = Path(self.config.get("schema.ods_file", base_dir / "schema_ODS_doc.sql"))
+        admin_path = Path(self.config.get("schema.etl_admin_file", base_dir / "schema_etl_admin.sql"))
+        if not ods_path.exists():
+            raise FileNotFoundError(f"找不到 ODS schema 文件: {ods_path}")
+        if not admin_path.exists():
+            raise FileNotFoundError(f"找不到 etl_admin schema 文件: {admin_path}")
+
+        log_root = Path(self.config.get("io.log_root") or self.config["io"]["log_root"])
+        export_root = Path(self.config.get("io.export_root") or self.config["io"]["export_root"])
+        fetch_root = Path(self.config.get("pipeline.fetch_root") or self.config["pipeline"]["fetch_root"])
+        ingest_dir = Path(self.config.get("pipeline.ingest_source_dir") or fetch_root)
+
+        return {
+            "ods_sql": ods_path.read_text(encoding="utf-8"),
+            "admin_sql": admin_path.read_text(encoding="utf-8"),
+            "ods_file": str(ods_path),
+            "admin_file": str(admin_path),
+            "dirs": [log_root, export_root, fetch_root, ingest_dir],
+        }
+
+    def load(self, extracted: dict[str, Any], context: TaskContext) -> dict:
+        """执行 DDL 并创建必要目录。
+
+        安全提示:
+        ODS DDL 文件可能携带头部说明或异常注释，为避免因非 SQL 文本导致执行失败，这里会做一次轻量清洗后再执行。
+        """
+        for d in extracted["dirs"]:
+            Path(d).mkdir(parents=True, exist_ok=True)
+            self.logger.info("已确保目录存在: %s", d)
+
+        # 处理 ODS SQL：去掉头部说明行，以及易出错的 COMMENT ON 行（如 CamelCase 未加引号）
+        ods_sql_raw: str = extracted["ods_sql"]
+        drop_idx = ods_sql_raw.find("DROP SCHEMA")
+        if drop_idx > 0:
+            ods_sql_raw = ods_sql_raw[drop_idx:]
+        cleaned_lines: list[str] = []
+        for line in ods_sql_raw.splitlines():
+            if line.strip().upper().startswith("COMMENT ON "):
+                continue
+            cleaned_lines.append(line)
+        ods_sql = "\n".join(cleaned_lines)
+
+        with self.db.conn.cursor() as cur:
+            self.logger.info("执行 etl_admin schema 文件: %s", extracted["admin_file"])
+            cur.execute(extracted["admin_sql"])
+            self.logger.info("执行 ODS schema 文件: %s", extracted["ods_file"])
+            cur.execute(ods_sql)
+
+        return {
+            "executed": 2,
+            "files": [extracted["admin_file"], extracted["ods_file"]],
+            "dirs_prepared": [str(p) for p in extracted["dirs"]],
+        }

etl_billiards/tasks/inventory_change_task.py

@@ -0,0 +1,90 @@
+# -*- coding: utf-8 -*-
+"""库存变更任务"""
+
+import json
+
+from .base_task import BaseTask, TaskContext
+from loaders.facts.inventory_change import InventoryChangeLoader
+from models.parsers import TypeParser
+
+
+class InventoryChangeTask(BaseTask):
+    """同步库存变化记录"""
+
+    def get_task_code(self) -> str:
+        return "INVENTORY_CHANGE"
+
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params(
+            {
+                "siteId": context.store_id,
+                "startTime": TypeParser.format_timestamp(context.window_start, self.tz),
+                "endTime": TypeParser.format_timestamp(context.window_end, self.tz),
+            }
+        )
+        records, _ = self.api.get_paginated(
+            endpoint="/GoodsStockManage/QueryGoodsOutboundReceipt",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+            list_key="queryDeliveryRecordsList",
+        )
+        return {"records": records}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            mapped = self._parse_change(raw, context.store_id)
+            if mapped:
+                parsed.append(mapped)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = InventoryChangeLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_changes(transformed["records"])
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_change(self, raw: dict, store_id: int) -> dict | None:
+        change_id = TypeParser.parse_int(
+            raw.get("siteGoodsStockId") or raw.get("site_goods_stock_id")
+        )
+        if not change_id:
+            self.logger.warning("跳过缺少库存变动ID的记录: %s", raw)
+            return None
+
+        return {
+            "store_id": store_id,
+            "change_id": change_id,
+            "site_goods_id": TypeParser.parse_int(
+                raw.get("siteGoodsId") or raw.get("site_goods_id")
+            ),
+            "stock_type": raw.get("stockType") or raw.get("stock_type"),
+            "goods_name": raw.get("goodsName"),
+            "change_time": TypeParser.parse_timestamp(
+                raw.get("createTime") or raw.get("create_time"), self.tz
+            ),
+            "start_qty": TypeParser.parse_int(raw.get("startNum")),
+            "end_qty": TypeParser.parse_int(raw.get("endNum")),
+            "change_qty": TypeParser.parse_int(raw.get("changeNum")),
+            "unit": raw.get("unit"),
+            "price": TypeParser.parse_decimal(raw.get("price")),
+            "operator_name": raw.get("operatorName"),
+            "remark": raw.get("remark"),
+            "goods_category_id": TypeParser.parse_int(raw.get("goodsCategoryId")),
+            "goods_second_category_id": TypeParser.parse_int(
+                raw.get("goodsSecondCategoryId")
+            ),
+            "raw_data": json.dumps(raw, ensure_ascii=False),
+        }

etl_billiards/tasks/ledger_task.py

@@ -0,0 +1,115 @@
+# -*- coding: utf-8 -*-
+"""助教流水任务"""
+
+import json
+
+from .base_task import BaseTask, TaskContext
+from loaders.facts.assistant_ledger import AssistantLedgerLoader
+from models.parsers import TypeParser
+
+
+class LedgerTask(BaseTask):
+    """同步助教服务台账"""
+
+    def get_task_code(self) -> str:
+        return "LEDGER"
+
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params(
+            {
+                "siteId": context.store_id,
+                "startTime": TypeParser.format_timestamp(context.window_start, self.tz),
+                "endTime": TypeParser.format_timestamp(context.window_end, self.tz),
+            }
+        )
+        records, _ = self.api.get_paginated(
+            endpoint="/AssistantPerformance/GetOrderAssistantDetails",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+            list_key="orderAssistantDetails",
+        )
+        return {"records": records}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            mapped = self._parse_ledger(raw, context.store_id)
+            if mapped:
+                parsed.append(mapped)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = AssistantLedgerLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_ledgers(transformed["records"])
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_ledger(self, raw: dict, store_id: int) -> dict | None:
+        ledger_id = TypeParser.parse_int(raw.get("id"))
+        if not ledger_id:
+            self.logger.warning("跳过缺少助教流水ID的记录: %s", raw)
+            return None
+
+        return {
+            "store_id": store_id,
+            "ledger_id": ledger_id,
+            "assistant_no": raw.get("assistantNo"),
+            "assistant_name": raw.get("assistantName"),
+            "nickname": raw.get("nickname"),
+            "level_name": raw.get("levelName"),
+            "table_name": raw.get("tableName"),
+            "ledger_unit_price": TypeParser.parse_decimal(raw.get("ledger_unit_price")),
+            "ledger_count": TypeParser.parse_int(raw.get("ledger_count")),
+            "ledger_amount": TypeParser.parse_decimal(raw.get("ledger_amount")),
+            "projected_income": TypeParser.parse_decimal(raw.get("projected_income")),
+            "service_money": TypeParser.parse_decimal(raw.get("service_money")),
+            "member_discount_amount": TypeParser.parse_decimal(
+                raw.get("member_discount_amount")
+            ),
+            "manual_discount_amount": TypeParser.parse_decimal(
+                raw.get("manual_discount_amount")
+            ),
+            "coupon_deduct_money": TypeParser.parse_decimal(
+                raw.get("coupon_deduct_money")
+            ),
+            "order_trade_no": TypeParser.parse_int(raw.get("order_trade_no")),
+            "order_settle_id": TypeParser.parse_int(raw.get("order_settle_id")),
+            "operator_id": TypeParser.parse_int(raw.get("operator_id")),
+            "operator_name": raw.get("operator_name"),
+            "assistant_team_id": TypeParser.parse_int(raw.get("assistant_team_id")),
+            "assistant_level": raw.get("assistant_level"),
+            "site_table_id": TypeParser.parse_int(raw.get("site_table_id")),
+            "order_assistant_id": TypeParser.parse_int(raw.get("order_assistant_id")),
+            "site_assistant_id": TypeParser.parse_int(raw.get("site_assistant_id")),
+            "user_id": TypeParser.parse_int(raw.get("user_id")),
+            "ledger_start_time": TypeParser.parse_timestamp(
+                raw.get("ledger_start_time"), self.tz
+            ),
+            "ledger_end_time": TypeParser.parse_timestamp(
+                raw.get("ledger_end_time"), self.tz
+            ),
+            "start_use_time": TypeParser.parse_timestamp(raw.get("start_use_time"), self.tz),
+            "last_use_time": TypeParser.parse_timestamp(raw.get("last_use_time"), self.tz),
+            "income_seconds": TypeParser.parse_int(raw.get("income_seconds")),
+            "real_use_seconds": TypeParser.parse_int(raw.get("real_use_seconds")),
+            "is_trash": raw.get("is_trash"),
+            "trash_reason": raw.get("trash_reason"),
+            "is_confirm": raw.get("is_confirm"),
+            "ledger_status": raw.get("ledger_status"),
+            "create_time": TypeParser.parse_timestamp(
+                raw.get("create_time") or raw.get("createTime"), self.tz
+            ),
+            "raw_data": json.dumps(raw, ensure_ascii=False),
+        }

etl_billiards/tasks/manual_ingest_task.py

@@ -0,0 +1,347 @@
+# -*- coding: utf-8 -*-
+"""手工示例数据灌入：按 schema_ODS_doc.sql 的表结构写入 ODS。"""
+from __future__ import annotations
+
+import json
+import os
+from datetime import datetime
+from typing import Any, Iterable
+
+from psycopg2.extras import Json
+
+from .base_task import BaseTask
+
+
+class ManualIngestTask(BaseTask):
+    """本地示例 JSON 灌入 ODS，确保表名/主键/插入列与 schema_ODS_doc.sql 对齐。"""
+
+    FILE_MAPPING: list[tuple[tuple[str, ...], str]] = [
+        (("member_profiles",), "billiards_ods.member_profiles"),
+        (("member_balance_changes",), "billiards_ods.member_balance_changes"),
+        (("member_stored_value_cards",), "billiards_ods.member_stored_value_cards"),
+        (("recharge_settlements",), "billiards_ods.recharge_settlements"),
+        (("settlement_records",), "billiards_ods.settlement_records"),
+        (("assistant_cancellation_records",), "billiards_ods.assistant_cancellation_records"),
+        (("assistant_accounts_master",), "billiards_ods.assistant_accounts_master"),
+        (("assistant_service_records",), "billiards_ods.assistant_service_records"),
+        (("site_tables_master",), "billiards_ods.site_tables_master"),
+        (("table_fee_discount_records",), "billiards_ods.table_fee_discount_records"),
+        (("table_fee_transactions",), "billiards_ods.table_fee_transactions"),
+        (("goods_stock_movements",), "billiards_ods.goods_stock_movements"),
+        (("stock_goods_category_tree",), "billiards_ods.stock_goods_category_tree"),
+        (("goods_stock_summary",), "billiards_ods.goods_stock_summary"),
+        (("payment_transactions",), "billiards_ods.payment_transactions"),
+        (("refund_transactions",), "billiards_ods.refund_transactions"),
+        (("platform_coupon_redemption_records",), "billiards_ods.platform_coupon_redemption_records"),
+        (("group_buy_redemption_records",), "billiards_ods.group_buy_redemption_records"),
+        (("group_buy_packages",), "billiards_ods.group_buy_packages"),
+        (("settlement_ticket_details",), "billiards_ods.settlement_ticket_details"),
+        (("store_goods_master",), "billiards_ods.store_goods_master"),
+        (("tenant_goods_master",), "billiards_ods.tenant_goods_master"),
+        (("store_goods_sales_records",), "billiards_ods.store_goods_sales_records"),
+    ]
+
+    TABLE_SPECS: dict[str, dict[str, Any]] = {
+        "billiards_ods.member_profiles": {"pk": "id"},
+        "billiards_ods.member_balance_changes": {"pk": "id"},
+        "billiards_ods.member_stored_value_cards": {"pk": "id"},
+        "billiards_ods.recharge_settlements": {"pk": "id"},
+        "billiards_ods.settlement_records": {"pk": "id"},
+        "billiards_ods.assistant_cancellation_records": {"pk": "id", "json_cols": ["siteProfile"]},
+        "billiards_ods.assistant_accounts_master": {"pk": "id"},
+        "billiards_ods.assistant_service_records": {"pk": "id", "json_cols": ["siteProfile"]},
+        "billiards_ods.site_tables_master": {"pk": "id"},
+        "billiards_ods.table_fee_discount_records": {"pk": "id", "json_cols": ["siteProfile", "tableProfile"]},
+        "billiards_ods.table_fee_transactions": {"pk": "id", "json_cols": ["siteProfile"]},
+        "billiards_ods.goods_stock_movements": {"pk": "siteGoodsStockId"},
+        "billiards_ods.stock_goods_category_tree": {"pk": "id", "json_cols": ["categoryBoxes"]},
+        "billiards_ods.goods_stock_summary": {"pk": "siteGoodsId"},
+        "billiards_ods.payment_transactions": {"pk": "id", "json_cols": ["siteProfile"]},
+        "billiards_ods.refund_transactions": {"pk": "id", "json_cols": ["siteProfile"]},
+        "billiards_ods.platform_coupon_redemption_records": {"pk": "id"},
+        "billiards_ods.tenant_goods_master": {"pk": "id"},
+        "billiards_ods.group_buy_packages": {"pk": "id"},
+        "billiards_ods.group_buy_redemption_records": {"pk": "id"},
+        "billiards_ods.settlement_ticket_details": {
+            "pk": "orderSettleId",
+            "json_cols": ["memberProfile", "orderItem", "tenantMemberCardLogs"],
+        },
+        "billiards_ods.store_goods_master": {"pk": "id"},
+        "billiards_ods.store_goods_sales_records": {"pk": "id"},
+    }
+
+    def get_task_code(self) -> str:
+        """返回任务编码。"""
+        return "MANUAL_INGEST"
+
+    def execute(self, cursor_data: dict | None = None) -> dict:
+        """从目录读取 JSON，按表定义批量入库。"""
+        data_dir = (
+            self.config.get("manual.data_dir")
+            or self.config.get("pipeline.ingest_source_dir")
+            or r"c:\dev\LLTQ\ETL\feiqiu-ETL\etl_billiards\tests\testdata_json"
+        )
+        if not os.path.exists(data_dir):
+            self.logger.error("Data directory not found: %s", data_dir)
+            return {"status": "error", "message": "Directory not found"}
+
+        counts = {"fetched": 0, "inserted": 0, "updated": 0, "skipped": 0, "errors": 0}
+
+        for filename in sorted(os.listdir(data_dir)):
+            if not filename.endswith(".json"):
+                continue
+            filepath = os.path.join(data_dir, filename)
+            try:
+                with open(filepath, "r", encoding="utf-8") as fh:
+                    raw_entries = json.load(fh)
+            except Exception:
+                counts["errors"] += 1
+                self.logger.exception("Failed to read %s", filename)
+                continue
+
+            entries = raw_entries if isinstance(raw_entries, list) else [raw_entries]
+            records = self._extract_records(entries)
+            if not records:
+                counts["skipped"] += 1
+                continue
+
+            target_table = self._match_by_filename(filename)
+            if not target_table:
+                self.logger.warning("No mapping found for file: %s", filename)
+                counts["skipped"] += 1
+                continue
+
+            self.logger.info("Ingesting %s into %s", filename, target_table)
+            try:
+                inserted, updated = self._ingest_table(target_table, records, filename)
+                counts["inserted"] += inserted
+                counts["updated"] += updated
+                counts["fetched"] += len(records)
+            except Exception:
+                counts["errors"] += 1
+                self.logger.exception("Error processing %s", filename)
+                self.db.rollback()
+                continue
+
+        try:
+            self.db.commit()
+        except Exception:
+            self.db.rollback()
+            raise
+
+        return {"status": "SUCCESS", "counts": counts}
+
+    def _match_by_filename(self, filename: str) -> str | None:
+        """根据文件名关键字匹配目标表。"""
+        for keywords, table in self.FILE_MAPPING:
+            if any(keyword and keyword in filename for keyword in keywords):
+                return table
+        return None
+
+    def _extract_records(self, raw_entries: Iterable[Any]) -> list[dict]:
+        """兼容多层 data/list 包装，抽取记录列表。"""
+        records: list[dict] = []
+        for entry in raw_entries:
+            if isinstance(entry, dict):
+                preferred = entry
+                if "data" in entry and not any(k not in {"data", "code"} for k in entry.keys()):
+                    preferred = entry["data"]
+                data = preferred
+                if isinstance(data, dict):
+                    # 特殊处理 settleList（充值、结算记录）：展开 data.settleList 下的 settleList，抛弃上层 siteProfile
+                    if "settleList" in data:
+                        settle_list_val = data.get("settleList")
+                        if isinstance(settle_list_val, dict):
+                            settle_list_iter = [settle_list_val]
+                        elif isinstance(settle_list_val, list):
+                            settle_list_iter = settle_list_val
+                        else:
+                            settle_list_iter = []
+
+                        handled = False
+                        for item in settle_list_iter or []:
+                            if not isinstance(item, dict):
+                                continue
+                            inner = item.get("settleList")
+                            merged = dict(inner) if isinstance(inner, dict) else dict(item)
+                            # 保留 siteProfile 供后续字段补充，但不落库
+                            site_profile = data.get("siteProfile")
+                            if isinstance(site_profile, dict):
+                                merged.setdefault("siteProfile", site_profile)
+                            records.append(merged)
+                            handled = True
+                        if handled:
+                            continue
+
+                    list_used = False
+                    for v in data.values():
+                        if isinstance(v, list) and v and isinstance(v[0], dict):
+                            records.extend(v)
+                            list_used = True
+                            break
+                    if list_used:
+                        continue
+                if isinstance(data, list) and data and isinstance(data[0], dict):
+                    records.extend(data)
+                elif isinstance(data, dict):
+                    records.append(data)
+            elif isinstance(entry, list):
+                records.extend([item for item in entry if isinstance(item, dict)])
+        return records
+
+    def _get_table_columns(self, table: str) -> list[tuple[str, str, str]]:
+        """查询 information_schema，获取目标表列信息。"""
+        cache = getattr(self, "_table_columns_cache", {})
+        if table in cache:
+            return cache[table]
+        if "." in table:
+            schema, name = table.split(".", 1)
+        else:
+            schema, name = "public", table
+        sql = """
+            SELECT column_name, data_type, udt_name
+            FROM information_schema.columns
+            WHERE table_schema = %s AND table_name = %s
+            ORDER BY ordinal_position
+        """
+        with self.db.conn.cursor() as cur:
+            cur.execute(sql, (schema, name))
+            cols = [(r[0], (r[1] or "").lower(), (r[2] or "").lower()) for r in cur.fetchall()]
+        cache[table] = cols
+        self._table_columns_cache = cache
+        return cols
+
+    def _ingest_table(self, table: str, records: list[dict], source_file: str) -> tuple[int, int]:
+        """构建 INSERT/ON CONFLICT 语句并批量执行。"""
+        spec = self.TABLE_SPECS.get(table)
+        if not spec:
+            raise ValueError(f"No table spec for {table}")
+
+        pk_col = spec.get("pk")
+        json_cols = set(spec.get("json_cols", []))
+        json_cols_lower = {c.lower() for c in json_cols}
+
+        columns_info = self._get_table_columns(table)
+        columns = [c[0] for c in columns_info]
+        db_json_cols_lower = {
+            c[0].lower() for c in columns_info if c[1] in ("json", "jsonb") or c[2] in ("json", "jsonb")
+        }
+        pk_col_db = None
+        if pk_col:
+            pk_col_db = next((c for c in columns if c.lower() == pk_col.lower()), pk_col)
+
+        placeholders = ", ".join(["%s"] * len(columns))
+        col_list = ", ".join(f'"{c}"' for c in columns)
+        sql = f'INSERT INTO {table} ({col_list}) VALUES ({placeholders})'
+        if pk_col_db:
+            update_cols = [c for c in columns if c != pk_col_db]
+            set_clause = ", ".join(f'"{c}"=EXCLUDED."{c}"' for c in update_cols)
+            sql += f' ON CONFLICT ("{pk_col_db}") DO UPDATE SET {set_clause}'
+        sql += " RETURNING (xmax = 0) AS inserted"
+
+        params = []
+        now = datetime.now()
+        json_dump = lambda v: json.dumps(v, ensure_ascii=False)  # noqa: E731
+        for rec in records:
+            merged_rec = rec if isinstance(rec, dict) else {}
+            data_part = merged_rec.get("data")
+            while isinstance(data_part, dict):
+                merged_rec = {**data_part, **merged_rec}
+                data_part = data_part.get("data")
+
+            # 针对充值/结算，补齐 siteProfile 中的店铺信息
+            if table in {
+                "billiards_ods.recharge_settlements",
+                "billiards_ods.settlement_records",
+            }:
+                site_profile = merged_rec.get("siteProfile") or merged_rec.get("site_profile")
+                if isinstance(site_profile, dict):
+                    merged_rec.setdefault("tenantid", site_profile.get("tenant_id") or site_profile.get("tenantId"))
+                    merged_rec.setdefault("siteid", site_profile.get("id") or site_profile.get("siteId"))
+                    merged_rec.setdefault("sitename", site_profile.get("shop_name") or site_profile.get("siteName"))
+
+            pk_val = self._get_value_case_insensitive(merged_rec, pk_col) if pk_col else None
+            if pk_col and (pk_val is None or pk_val == ""):
+                continue
+
+            row_vals = []
+            for col_name, data_type, udt in columns_info:
+                col_lower = col_name.lower()
+                if col_lower == "payload":
+                    row_vals.append(Json(rec, dumps=json_dump))
+                    continue
+                if col_lower == "source_file":
+                    row_vals.append(source_file)
+                    continue
+                if col_lower == "fetched_at":
+                    row_vals.append(merged_rec.get(col_name, now))
+                    continue
+
+                value = self._normalize_scalar(self._get_value_case_insensitive(merged_rec, col_name))
+
+                if col_lower in json_cols_lower or col_lower in db_json_cols_lower:
+                    row_vals.append(Json(value, dumps=json_dump) if value is not None else None)
+                    continue
+
+                casted = self._cast_value(value, data_type)
+                row_vals.append(casted)
+            params.append(tuple(row_vals))
+
+        if not params:
+            return 0, 0
+
+        inserted = 0
+        updated = 0
+        with self.db.conn.cursor() as cur:
+            for row in params:
+                cur.execute(sql, row)
+                flag = cur.fetchone()[0]
+                if flag:
+                    inserted += 1
+                else:
+                    updated += 1
+        return inserted, updated
+
+    @staticmethod
+    def _get_value_case_insensitive(record: dict, col: str | None):
+        """忽略大小写获取值，兼容 information_schema 与 JSON 原始字段。"""
+        if record is None or col is None:
+            return None
+        if col in record:
+            return record.get(col)
+        col_lower = col.lower()
+        for k, v in record.items():
+            if isinstance(k, str) and k.lower() == col_lower:
+                return v
+        return None
+
+    @staticmethod
+    def _normalize_scalar(value):
+        """将空字符串/空 JSON 规范为 None，避免类型转换错误。"""
+        if value == "" or value == "{}" or value == "[]":
+            return None
+        return value
+
+    @staticmethod
+    def _cast_value(value, data_type: str):
+        """根据列类型做简单转换，保证批量插入兼容。"""
+        if value is None:
+            return None
+        dt = (data_type or "").lower()
+        if dt in ("integer", "bigint", "smallint"):
+            if isinstance(value, bool):
+                return int(value)
+            try:
+                return int(value)
+            except Exception:
+                return None
+        if dt in ("numeric", "double precision", "real", "decimal"):
+            if isinstance(value, bool):
+                return int(value)
+            try:
+                return float(value)
+            except Exception:
+                return None
+        if dt.startswith("timestamp") or dt in ("date", "time", "interval"):
+            return value if isinstance(value, str) else None
+        return value

etl_billiards/tasks/members_dwd_task.py

@@ -0,0 +1,90 @@
+# -*- coding: utf-8 -*-
+from .base_dwd_task import BaseDwdTask
+from loaders.dimensions.member import MemberLoader
+from models.parsers import TypeParser
+import json
+
+class MembersDwdTask(BaseDwdTask):
+    """
+    DWD Task: Process Member Records from ODS to Dimension Table
+    Source: billiards_ods.member_profiles
+    Target: billiards.dim_member
+    """
+
+    def get_task_code(self) -> str:
+        return "MEMBERS_DWD"
+
+    def execute(self) -> dict:
+        self.logger.info(f"Starting {self.get_task_code()} task")
+
+        window_start, window_end, _ = self._get_time_window()
+        self.logger.info(f"Processing window: {window_start} to {window_end}")
+
+        loader = MemberLoader(self.db)
+        store_id = self.config.get("app.store_id")
+
+        total_inserted = 0
+        total_updated = 0
+        total_errors = 0
+
+        # Iterate ODS Data
+        batches = self.iter_ods_rows(
+            table_name="billiards_ods.member_profiles",
+            columns=["site_id", "member_id", "payload", "fetched_at"],
+            start_time=window_start,
+            end_time=window_end
+        )
+
+        for batch in batches:
+            if not batch:
+                continue
+            
+            parsed_rows = []
+            for row in batch:
+                payload = self.parse_payload(row)
+                if not payload:
+                    continue
+                
+                parsed = self._parse_member(payload, store_id)
+                if parsed:
+                    parsed_rows.append(parsed)
+            
+            if parsed_rows:
+                inserted, updated, skipped = loader.upsert_members(parsed_rows, store_id)
+                total_inserted += inserted
+                total_updated += updated
+
+        self.db.commit()
+        
+        self.logger.info(f"Task {self.get_task_code()} completed. Inserted: {total_inserted}, Updated: {total_updated}")
+        
+        return {
+            "status": "success",
+            "inserted": total_inserted,
+            "updated": total_updated,
+            "window_start": window_start.isoformat(),
+            "window_end": window_end.isoformat()
+        }
+
+    def _parse_member(self, raw: dict, store_id: int) -> dict:
+        """Parse ODS payload into Dim structure"""
+        try:
+            # Handle both API structure (camelCase) and manual structure
+            member_id = raw.get("id") or raw.get("memberId")
+            if not member_id:
+                return None
+
+            return {
+                "store_id": store_id,
+                "member_id": member_id,
+                "member_name": raw.get("name") or raw.get("memberName"),
+                "phone": raw.get("phone") or raw.get("mobile"),
+                "balance": raw.get("balance", 0),
+                "status": str(raw.get("status", "NORMAL")),
+                "register_time": raw.get("createTime") or raw.get("registerTime"),
+                "raw_data": json.dumps(raw, ensure_ascii=False)
+            }
+        except Exception as e:
+            self.logger.warning(f"Error parsing member: {e}")
+            return None
+

etl_billiards/tasks/members_task.py

@@ -1,73 +1,72 @@
 # -*- coding: utf-8 -*-
 """会员ETL任务"""
 import json
-from .base_task import BaseTask
+
+from .base_task import BaseTask, TaskContext
 from loaders.dimensions.member import MemberLoader
 from models.parsers import TypeParser
 
+
 class MembersTask(BaseTask):
     """会员ETL任务"""
-    
+
     def get_task_code(self) -> str:
         return "MEMBERS"
-    
-    def execute(self) -> dict:
-        """执行会员ETL"""
-        self.logger.info(f"开始执行 {self.get_task_code()} 任务")
-        
-        params = {
-            "storeId": self.config.get("app.store_id"),
+
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params({"siteId": context.store_id})
+        records, _ = self.api.get_paginated(
+            endpoint="/MemberProfile/GetTenantMemberList",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+            list_key="tenantMemberInfos",
+        )
+        return {"records": records}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            parsed_row = self._parse_member(raw, context.store_id)
+            if parsed_row:
+                parsed.append(parsed_row)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
         }
-        
-        try:
-            records, pages_meta = self.api.get_paginated(
-                endpoint="/MemberProfile/GetTenantMemberList",
-                params=params,
-                page_size=self.config.get("api.page_size", 200),
-                data_path=("data",)
-            )
-            
-            parsed_records = []
-            for rec in records:
-                parsed = self._parse_member(rec)
-                if parsed:
-                    parsed_records.append(parsed)
-            
-            loader = MemberLoader(self.db)
-            store_id = self.config.get("app.store_id")
-            inserted, updated, skipped = loader.upsert_members(parsed_records, store_id)
-            
-            self.db.commit()
-            
-            counts = {
-                "fetched": len(records),
-                "inserted": inserted,
-                "updated": updated,
-                "skipped": skipped,
-                "errors": 0
-            }
-            
-            self.logger.info(f"{self.get_task_code()} 完成: {counts}")
-            return self._build_result("SUCCESS", counts)
-            
-        except Exception as e:
-            self.db.rollback()
-            self.logger.error(f"{self.get_task_code()} 失败", exc_info=True)
-            raise
-    
-    def _parse_member(self, raw: dict) -> dict:
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = MemberLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_members(
+            transformed["records"], context.store_id
+        )
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_member(self, raw: dict, store_id: int) -> dict | None:
         """解析会员记录"""
         try:
+            member_id = TypeParser.parse_int(raw.get("memberId"))
+            if not member_id:
+                return None
             return {
-                "store_id": self.config.get("app.store_id"),
-                "member_id": TypeParser.parse_int(raw.get("memberId")),
+                "store_id": store_id,
+                "member_id": member_id,
                 "member_name": raw.get("memberName"),
                 "phone": raw.get("phone"),
                 "balance": TypeParser.parse_decimal(raw.get("balance")),
                 "status": raw.get("status"),
                 "register_time": TypeParser.parse_timestamp(raw.get("registerTime"), self.tz),
-                "raw_data": json.dumps(raw, ensure_ascii=False)
+                "raw_data": json.dumps(raw, ensure_ascii=False),
             }
-        except Exception as e:
-            self.logger.warning(f"解析会员记录失败: {e}, 原始数据: {raw}")
+        except Exception as exc:
+            self.logger.warning("解析会员记录失败: %s, 原始数据: %s", exc, raw)
             return None

etl_billiards/tasks/orders_task.py

@@ -1,80 +1,77 @@
 # -*- coding: utf-8 -*-
 """订单ETL任务"""
 import json
-from .base_task import BaseTask
+
+from .base_task import BaseTask, TaskContext
 from loaders.facts.order import OrderLoader
 from models.parsers import TypeParser
 
+
 class OrdersTask(BaseTask):
     """订单数据ETL任务"""
-    
+
     def get_task_code(self) -> str:
         return "ORDERS"
-    
-    def execute(self) -> dict:
-        """执行订单数据ETL"""
-        self.logger.info(f"开始执行 {self.get_task_code()} 任务")
-        
-        # 1. 获取时间窗口
-        window_start, window_end, window_minutes = self._get_time_window()
-        
-        # 2. 调用API获取数据
-        params = {
-            "storeId": self.config.get("app.store_id"),
-            "startTime": TypeParser.format_timestamp(window_start, self.tz),
-            "endTime": TypeParser.format_timestamp(window_end, self.tz),
-        }
-        
-        try:
-            records, pages_meta = self.api.get_paginated(
-                endpoint="/order/list",
-                params=params,
-                page_size=self.config.get("api.page_size", 200),
-                data_path=("data",)
-            )
-            
-            # 3. 解析并清洗数据
-            parsed_records = []
-            for rec in records:
-                parsed = self._parse_order(rec)
-                if parsed:
-                    parsed_records.append(parsed)
-            
-            # 4. 加载数据
-            loader = OrderLoader(self.db)
-            store_id = self.config.get("app.store_id")
-            inserted, updated, skipped = loader.upsert_orders(
-                parsed_records,
-                store_id
-            )
-            
-            # 5. 提交事务
-            self.db.commit()
-            
-            counts = {
-                "fetched": len(records),
-                "inserted": inserted,
-                "updated": updated,
-                "skipped": skipped,
-                "errors": 0
+
+    # ------------------------------------------------------------------ E/T/L hooks
+    def extract(self, context: TaskContext) -> dict:
+        """调用 API 拉取订单记录"""
+        params = self._merge_common_params(
+            {
+                "siteId": context.store_id,
+                "rangeStartTime": TypeParser.format_timestamp(context.window_start, self.tz),
+                "rangeEndTime": TypeParser.format_timestamp(context.window_end, self.tz),
             }
-            
-            self.logger.info(
-                f"{self.get_task_code()} 完成: {counts}"
-            )
-            
-            return self._build_result("SUCCESS", counts)
-            
-        except Exception as e:
-            self.db.rollback()
-            self.logger.error(f"{self.get_task_code()} 失败", exc_info=True)
-            raise
-    
-    def _parse_order(self, raw: dict) -> dict:
+        )
+        records, pages_meta = self.api.get_paginated(
+            endpoint="/Site/GetAllOrderSettleList",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+            list_key="settleList",
+        )
+        return {"records": records, "meta": pages_meta}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        """解析原始订单 JSON"""
+        parsed_records = []
+        skipped = 0
+
+        for rec in extracted.get("records", []):
+            parsed = self._parse_order(rec, context.store_id)
+            if parsed:
+                parsed_records.append(parsed)
+            else:
+                skipped += 1
+
+        return {
+            "records": parsed_records,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        """写入 fact_order"""
+        loader = OrderLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_orders(
+            transformed["records"], context.store_id
+        )
+
+        counts = {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+        return counts
+
+    # ------------------------------------------------------------------ helpers
+    def _parse_order(self, raw: dict, store_id: int) -> dict | None:
         """解析单条订单记录"""
         try:
             return {
-                "store_id": self.config.get("app.store_id"),
+                "store_id": store_id,
                 "order_id": TypeParser.parse_int(raw.get("orderId")),
                 "order_no": raw.get("orderNo"),
                 "member_id": TypeParser.parse_int(raw.get("memberId")),
@@ -87,8 +84,8 @@ class OrdersTask(BaseTask):
                 "pay_status": raw.get("payStatus"),
                 "order_status": raw.get("orderStatus"),
                 "remark": raw.get("remark"),
-                "raw_data": json.dumps(raw, ensure_ascii=False)
+                "raw_data": json.dumps(raw, ensure_ascii=False),
             }
-        except Exception as e:
-            self.logger.warning(f"解析订单失败: {e}, 原始数据: {raw}")
+        except Exception as exc:
+            self.logger.warning("解析订单失败: %s, 原始数据: %s", exc, raw)
             return None

etl_billiards/tasks/packages_task.py

@@ -0,0 +1,90 @@
+# -*- coding: utf-8 -*-
+"""团购/套餐定义任务"""
+
+import json
+
+from .base_task import BaseTask, TaskContext
+from loaders.dimensions.package import PackageDefinitionLoader
+from models.parsers import TypeParser
+
+
+class PackagesDefTask(BaseTask):
+    """同步团购套餐定义"""
+
+    def get_task_code(self) -> str:
+        return "PACKAGES_DEF"
+
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params({"siteId": context.store_id})
+        records, _ = self.api.get_paginated(
+            endpoint="/PackageCoupon/QueryPackageCouponList",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+            list_key="packageCouponList",
+        )
+        return {"records": records}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            mapped = self._parse_package(raw, context.store_id)
+            if mapped:
+                parsed.append(mapped)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = PackageDefinitionLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_packages(transformed["records"])
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_package(self, raw: dict, store_id: int) -> dict | None:
+        package_id = TypeParser.parse_int(raw.get("id"))
+        if not package_id:
+            self.logger.warning("跳过缺少 package id 的套餐记录: %s", raw)
+            return None
+
+        return {
+            "store_id": store_id,
+            "package_id": package_id,
+            "package_code": raw.get("package_id") or raw.get("packageId"),
+            "package_name": raw.get("package_name"),
+            "table_area_id": raw.get("table_area_id"),
+            "table_area_name": raw.get("table_area_name"),
+            "selling_price": TypeParser.parse_decimal(
+                raw.get("selling_price") or raw.get("sellingPrice")
+            ),
+            "duration_seconds": TypeParser.parse_int(raw.get("duration")),
+            "start_time": TypeParser.parse_timestamp(
+                raw.get("start_time") or raw.get("startTime"), self.tz
+            ),
+            "end_time": TypeParser.parse_timestamp(
+                raw.get("end_time") or raw.get("endTime"), self.tz
+            ),
+            "type": raw.get("type"),
+            "is_enabled": raw.get("is_enabled"),
+            "is_delete": raw.get("is_delete"),
+            "usable_count": TypeParser.parse_int(raw.get("usable_count")),
+            "creator_name": raw.get("creator_name"),
+            "date_type": raw.get("date_type"),
+            "group_type": raw.get("group_type"),
+            "coupon_money": TypeParser.parse_decimal(
+                raw.get("coupon_money") or raw.get("couponMoney")
+            ),
+            "area_tag_type": raw.get("area_tag_type"),
+            "system_group_type": raw.get("system_group_type"),
+            "card_type_ids": raw.get("card_type_ids"),
+            "raw_data": json.dumps(raw, ensure_ascii=False),
+        }

etl_billiards/tasks/payments_dwd_task.py

@@ -0,0 +1,139 @@
+# -*- coding: utf-8 -*-
+from .base_dwd_task import BaseDwdTask
+from loaders.facts.payment import PaymentLoader
+from models.parsers import TypeParser
+import json
+
+class PaymentsDwdTask(BaseDwdTask):
+    """
+    DWD Task: Process Payment Records from ODS to Fact Table
+    Source: billiards_ods.ods_payment
+    Target: billiards.fact_payment
+    """
+
+    def get_task_code(self) -> str:
+        return "PAYMENTS_DWD"
+
+    def execute(self) -> dict:
+        self.logger.info(f"Starting {self.get_task_code()} task")
+
+        window_start, window_end, _ = self._get_time_window()
+        self.logger.info(f"Processing window: {window_start} to {window_end}")
+
+        loader = PaymentLoader(self.db, logger=self.logger)
+        store_id = self.config.get("app.store_id")
+
+        total_inserted = 0
+        total_updated = 0
+        total_skipped = 0
+
+        # Iterate ODS Data
+        batches = self.iter_ods_rows(
+            table_name="billiards_ods.payment_transactions",
+            columns=["site_id", "pay_id", "payload", "fetched_at"],
+            start_time=window_start,
+            end_time=window_end
+        )
+
+        for batch in batches:
+            if not batch:
+                continue
+            
+            parsed_rows = []
+            for row in batch:
+                payload = self.parse_payload(row)
+                if not payload:
+                    continue
+                
+                parsed = self._parse_payment(payload, store_id)
+                if parsed:
+                    parsed_rows.append(parsed)
+            
+            if parsed_rows:
+                inserted, updated, skipped = loader.upsert_payments(parsed_rows, store_id)
+                total_inserted += inserted
+                total_updated += updated
+                total_skipped += skipped
+
+        self.db.commit()
+        
+        self.logger.info(
+            "Task %s completed. inserted=%s updated=%s skipped=%s",
+            self.get_task_code(),
+            total_inserted,
+            total_updated,
+            total_skipped,
+        )
+        
+        return {
+            "status": "SUCCESS",
+            "counts": {
+                "inserted": total_inserted,
+                "updated": total_updated,
+                "skipped": total_skipped,
+            },
+            "window_start": window_start,
+            "window_end": window_end,
+        }
+
+    def _parse_payment(self, raw: dict, store_id: int) -> dict:
+        """Parse ODS payload into Fact structure"""
+        try:
+            pay_id = TypeParser.parse_int(raw.get("payId") or raw.get("id"))
+            if not pay_id:
+                return None
+
+            relate_type = str(raw.get("relateType") or raw.get("relate_type") or "")
+            relate_id = TypeParser.parse_int(raw.get("relateId") or raw.get("relate_id"))
+
+            # Attempt to populate settlement / trade identifiers
+            order_settle_id = TypeParser.parse_int(
+                raw.get("orderSettleId") or raw.get("order_settle_id")
+            )
+            order_trade_no = TypeParser.parse_int(
+                raw.get("orderTradeNo") or raw.get("order_trade_no")
+            )
+
+            if relate_type in {"1", "SETTLE", "ORDER"}:
+                order_settle_id = order_settle_id or relate_id
+
+            return {
+                "store_id": store_id,
+                "pay_id": pay_id,
+                "order_id": TypeParser.parse_int(raw.get("orderId") or raw.get("order_id")),
+                "order_settle_id": order_settle_id,
+                "order_trade_no": order_trade_no,
+                "relate_type": relate_type,
+                "relate_id": relate_id,
+                "site_id": TypeParser.parse_int(
+                    raw.get("siteId") or raw.get("site_id") or store_id
+                ),
+                "tenant_id": TypeParser.parse_int(raw.get("tenantId") or raw.get("tenant_id")),
+                "create_time": TypeParser.parse_timestamp(
+                    raw.get("createTime") or raw.get("create_time"), self.tz
+                ),
+                "pay_time": TypeParser.parse_timestamp(raw.get("payTime"), self.tz),
+                "pay_amount": TypeParser.parse_decimal(raw.get("payAmount")),
+                "fee_amount": TypeParser.parse_decimal(
+                    raw.get("feeAmount")
+                    or raw.get("serviceFee")
+                    or raw.get("channelFee")
+                    or raw.get("fee_amount")
+                ),
+                "discount_amount": TypeParser.parse_decimal(
+                    raw.get("discountAmount")
+                    or raw.get("couponAmount")
+                    or raw.get("discount_amount")
+                ),
+                "payment_method": str(raw.get("paymentMethod") or raw.get("payment_method") or ""),
+                "pay_type": raw.get("payType") or raw.get("pay_type"),
+                "online_pay_channel": raw.get("onlinePayChannel") or raw.get("online_pay_channel"),
+                "pay_terminal": raw.get("payTerminal") or raw.get("pay_terminal"),
+                "pay_status": str(raw.get("payStatus") or raw.get("pay_status") or ""),
+                "remark": raw.get("remark"),
+                "raw_data": json.dumps(raw, ensure_ascii=False)
+            }
+        except Exception as e:
+            self.logger.warning(f"Error parsing payment: {e}")
+            return None
+

etl_billiards/tasks/payments_task.py

@@ -1,78 +1,111 @@
 # -*- coding: utf-8 -*-
 """支付记录ETL任务"""
 import json
-from .base_task import BaseTask
+
+from .base_task import BaseTask, TaskContext
 from loaders.facts.payment import PaymentLoader
 from models.parsers import TypeParser
 
+
 class PaymentsTask(BaseTask):
-    """支付记录ETL任务"""
-    
+    """支付记录 E/T/L 任务"""
+
     def get_task_code(self) -> str:
         return "PAYMENTS"
-    
-    def execute(self) -> dict:
-        """执行支付记录ETL"""
-        self.logger.info(f"开始执行 {self.get_task_code()} 任务")
-        
-        window_start, window_end, window_minutes = self._get_time_window()
-        
-        params = {
-            "storeId": self.config.get("app.store_id"),
-            "startTime": TypeParser.format_timestamp(window_start, self.tz),
-            "endTime": TypeParser.format_timestamp(window_end, self.tz),
-        }
-        
-        try:
-            records, pages_meta = self.api.get_paginated(
-                endpoint="/pay/records",
-                params=params,
-                page_size=self.config.get("api.page_size", 200),
-                data_path=("data",)
-            )
-            
-            parsed_records = []
-            for rec in records:
-                parsed = self._parse_payment(rec)
-                if parsed:
-                    parsed_records.append(parsed)
-            
-            loader = PaymentLoader(self.db)
-            store_id = self.config.get("app.store_id")
-            inserted, updated, skipped = loader.upsert_payments(parsed_records, store_id)
-            
-            self.db.commit()
-            
-            counts = {
-                "fetched": len(records),
-                "inserted": inserted,
-                "updated": updated,
-                "skipped": skipped,
-                "errors": 0
+
+    # ------------------------------------------------------------------ E/T/L hooks
+    def extract(self, context: TaskContext) -> dict:
+        """调用 API 抓取支付记录"""
+        params = self._merge_common_params(
+            {
+                "siteId": context.store_id,
+                "StartPayTime": TypeParser.format_timestamp(context.window_start, self.tz),
+                "EndPayTime": TypeParser.format_timestamp(context.window_end, self.tz),
             }
-            
-            self.logger.info(f"{self.get_task_code()} 完成: {counts}")
-            return self._build_result("SUCCESS", counts)
-            
-        except Exception as e:
-            self.db.rollback()
-            self.logger.error(f"{self.get_task_code()} 失败", exc_info=True)
-            raise
-    
-    def _parse_payment(self, raw: dict) -> dict:
+        )
+        records, pages_meta = self.api.get_paginated(
+            endpoint="/PayLog/GetPayLogListPage",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+        )
+        return {"records": records, "meta": pages_meta}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        """解析支付 JSON"""
+        parsed, skipped = [], 0
+        for rec in extracted.get("records", []):
+            cleaned = self._parse_payment(rec, context.store_id)
+            if cleaned:
+                parsed.append(cleaned)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        """写入 fact_payment"""
+        loader = PaymentLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_payments(
+            transformed["records"], context.store_id
+        )
+        counts = {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+        return counts
+
+    # ------------------------------------------------------------------ helpers
+    def _parse_payment(self, raw: dict, store_id: int) -> dict | None:
         """解析支付记录"""
         try:
             return {
-                "store_id": self.config.get("app.store_id"),
-                "pay_id": TypeParser.parse_int(raw.get("payId")),
+                "store_id": store_id,
+                "pay_id": TypeParser.parse_int(raw.get("payId") or raw.get("id")),
                 "order_id": TypeParser.parse_int(raw.get("orderId")),
+                "order_settle_id": TypeParser.parse_int(
+                    raw.get("orderSettleId") or raw.get("order_settle_id")
+                ),
+                "order_trade_no": TypeParser.parse_int(
+                    raw.get("orderTradeNo") or raw.get("order_trade_no")
+                ),
+                "relate_type": raw.get("relateType") or raw.get("relate_type"),
+                "relate_id": TypeParser.parse_int(raw.get("relateId") or raw.get("relate_id")),
+                "site_id": TypeParser.parse_int(
+                    raw.get("siteId") or raw.get("site_id") or store_id
+                ),
+                "tenant_id": TypeParser.parse_int(raw.get("tenantId") or raw.get("tenant_id")),
                 "pay_time": TypeParser.parse_timestamp(raw.get("payTime"), self.tz),
+                "create_time": TypeParser.parse_timestamp(
+                    raw.get("createTime") or raw.get("create_time"), self.tz
+                ),
                 "pay_amount": TypeParser.parse_decimal(raw.get("payAmount")),
+                "fee_amount": TypeParser.parse_decimal(
+                    raw.get("feeAmount")
+                    or raw.get("serviceFee")
+                    or raw.get("channelFee")
+                    or raw.get("fee_amount")
+                ),
+                "discount_amount": TypeParser.parse_decimal(
+                    raw.get("discountAmount")
+                    or raw.get("couponAmount")
+                    or raw.get("discount_amount")
+                ),
                 "pay_type": raw.get("payType"),
+                "payment_method": raw.get("paymentMethod") or raw.get("payment_method"),
+                "online_pay_channel": raw.get("onlinePayChannel")
+                or raw.get("online_pay_channel"),
                 "pay_status": raw.get("payStatus"),
+                "pay_terminal": raw.get("payTerminal") or raw.get("pay_terminal"),
                 "remark": raw.get("remark"),
-                "raw_data": json.dumps(raw, ensure_ascii=False)
+                "raw_data": json.dumps(raw, ensure_ascii=False),
             }
-        except Exception as e:
-            self.logger.warning(f"解析支付记录失败: {e}, 原始数据: {raw}")
+        except Exception as exc:
+            self.logger.warning("解析支付记录失败: %s, 原始数据: %s", exc, raw)
             return None

etl_billiards/tasks/products_task.py

@@ -3,7 +3,7 @@
 
 import json
 
-from .base_task import BaseTask
+from .base_task import BaseTask, TaskContext
 from loaders.dimensions.product import ProductLoader
 from models.parsers import TypeParser
 
@@ -12,95 +12,56 @@ class ProductsTask(BaseTask):
     """商品维度 ETL 任务"""
 
     def get_task_code(self) -> str:
-        """任务代码，应与 etl_admin.etl_task.task_code 一致"""
         return "PRODUCTS"
 
-    def execute(self) -> dict:
-        """
-        执行商品档案 ETL
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params({"siteId": context.store_id})
+        records, _ = self.api.get_paginated(
+            endpoint="/TenantGoods/QueryTenantGoods",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+            list_key="tenantGoodsList",
+        )
+        return {"records": records}
 
-        流程：
-        1. 调用上游 /TenantGoods/QueryTenantGoods 分页拉取商品列表
-        2. 解析/清洗字段
-        3. 通过 ProductLoader 写入 dim_product 和 dim_product_price_scd
-        """
-        self.logger.info(f"开始执行 {self.get_task_code()} 任务")
-
-        params = {
-            "storeId": self.config.get("app.store_id"),
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            parsed_row = self._parse_product(raw, context.store_id)
+            if parsed_row:
+                parsed.append(parsed_row)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
         }
 
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = ProductLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_products(
+            transformed["records"], context.store_id
+        )
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_product(self, raw: dict, store_id: int) -> dict | None:
         try:
-            # 1. 分页拉取数据
-            records, pages_meta = self.api.get_paginated(
-                endpoint="/TenantGoods/QueryTenantGoods",
-                params=params,
-                page_size=self.config.get("api.page_size", 200),
-                data_path=("data",),
-            )
-
-            # 2. 解析/清洗
-            parsed_records = []
-            for raw in records:
-                parsed = self._parse_product(raw)
-                if parsed:
-                    parsed_records.append(parsed)
-
-            # 3. 加载入库（维度主表 + 价格SCD2）
-            loader = ProductLoader(self.db)
-            store_id = self.config.get("app.store_id")
-            inserted, updated, skipped = loader.upsert_products(
-                parsed_records, store_id
-            )
-
-            # 4. 提交事务
-            self.db.commit()
-
-            counts = {
-                "fetched": len(records),
-                "inserted": inserted,
-                "updated": updated,
-                "skipped": skipped,
-                "errors": 0,
-            }
-
-            self.logger.info(f"{self.get_task_code()} 完成: {counts}")
-            return self._build_result("SUCCESS", counts)
-
-        except Exception:
-            # 明确回滚，避免部分成功
-            self.db.rollback()
-            self.logger.error(f"{self.get_task_code()} 失败", exc_info=True)
-            raise
-
-    def _parse_product(self, raw: dict) -> dict | None:
-        """
-        解析单条商品记录，字段映射参考旧版 upsert_dim_product_and_price_scd
-
-        上游字段示例：
-        - siteGoodsId / tenantGoodsId / productId
-        - goodsName / productName
-        - tenantGoodsCategoryId / goodsCategoryId / categoryName / goodsCategorySecondId
-        - goodsUnit
-        - costPrice / goodsPrice / salePrice
-        - goodsState / status
-        - supplierId / barcode / isCombo
-        - createTime / updateTime
-        """
-        try:
-            product_id = (
-                TypeParser.parse_int(
-                    raw.get("siteGoodsId")
-                    or raw.get("tenantGoodsId")
-                    or raw.get("productId")
-                )
+            product_id = TypeParser.parse_int(
+                raw.get("siteGoodsId") or raw.get("tenantGoodsId") or raw.get("productId")
             )
             if not product_id:
-                # 主键缺失，直接跳过
                 return None
 
             return {
-                "store_id": self.config.get("app.store_id"),
+                "store_id": store_id,
                 "product_id": product_id,
                 "site_product_id": TypeParser.parse_int(raw.get("siteGoodsId")),
                 "product_name": raw.get("goodsName") or raw.get("productName"),
@@ -108,15 +69,12 @@ class ProductsTask(BaseTask):
                     raw.get("tenantGoodsCategoryId") or raw.get("goodsCategoryId")
                 ),
                 "category_name": raw.get("categoryName"),
-                "second_category_id": TypeParser.parse_int(
-                    raw.get("goodsCategorySecondId")
-                ),
+                "second_category_id": TypeParser.parse_int(raw.get("goodsCategorySecondId")),
                 "unit": raw.get("goodsUnit"),
                 "cost_price": TypeParser.parse_decimal(raw.get("costPrice")),
                 "sale_price": TypeParser.parse_decimal(
                     raw.get("goodsPrice") or raw.get("salePrice")
                 ),
-                # 旧版这里就是 None，如后面有明确字段可以再补
                 "allow_discount": None,
                 "status": raw.get("goodsState") or raw.get("status"),
                 "supplier_id": TypeParser.parse_int(raw.get("supplierId"))
@@ -126,14 +84,10 @@ class ProductsTask(BaseTask):
                 "is_combo": bool(raw.get("isCombo"))
                 if raw.get("isCombo") is not None
                 else None,
-                "created_time": TypeParser.parse_timestamp(
-                    raw.get("createTime"), self.tz
-                ),
-                "updated_time": TypeParser.parse_timestamp(
-                    raw.get("updateTime"), self.tz
-                ),
+                "created_time": TypeParser.parse_timestamp(raw.get("createTime"), self.tz),
+                "updated_time": TypeParser.parse_timestamp(raw.get("updateTime"), self.tz),
                 "raw_data": json.dumps(raw, ensure_ascii=False),
             }
-        except Exception as e:
-            self.logger.warning(f"解析商品记录失败: {e}, 原始数据: {raw}")
-            return None
+        except Exception as exc:
+            self.logger.warning("解析商品记录失败: %s, 原始数据: %s", exc, raw)
+            return None

etl_billiards/tasks/refunds_task.py

@@ -0,0 +1,90 @@
+# -*- coding: utf-8 -*-
+"""退款记录任务"""
+
+import json
+
+from .base_task import BaseTask, TaskContext
+from loaders.facts.refund import RefundLoader
+from models.parsers import TypeParser
+
+
+class RefundsTask(BaseTask):
+    """同步支付退款流水"""
+
+    def get_task_code(self) -> str:
+        return "REFUNDS"
+
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params(
+            {
+                "siteId": context.store_id,
+                "startTime": TypeParser.format_timestamp(context.window_start, self.tz),
+                "endTime": TypeParser.format_timestamp(context.window_end, self.tz),
+            }
+        )
+        records, _ = self.api.get_paginated(
+            endpoint="/Order/GetRefundPayLogList",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+        )
+        return {"records": records}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            mapped = self._parse_refund(raw, context.store_id)
+            if mapped:
+                parsed.append(mapped)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = RefundLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_refunds(transformed["records"])
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_refund(self, raw: dict, store_id: int) -> dict | None:
+        refund_id = TypeParser.parse_int(raw.get("id"))
+        if not refund_id:
+            self.logger.warning("跳过缺少退款ID的数据: %s", raw)
+            return None
+
+        return {
+            "store_id": store_id,
+            "refund_id": refund_id,
+            "site_id": TypeParser.parse_int(raw.get("site_id") or raw.get("siteId")),
+            "tenant_id": TypeParser.parse_int(raw.get("tenant_id") or raw.get("tenantId")),
+            "pay_amount": TypeParser.parse_decimal(raw.get("pay_amount")),
+            "pay_status": raw.get("pay_status"),
+            "pay_time": TypeParser.parse_timestamp(
+                raw.get("pay_time") or raw.get("payTime"), self.tz
+            ),
+            "create_time": TypeParser.parse_timestamp(
+                raw.get("create_time") or raw.get("createTime"), self.tz
+            ),
+            "relate_type": raw.get("relate_type"),
+            "relate_id": TypeParser.parse_int(raw.get("relate_id")),
+            "payment_method": raw.get("payment_method"),
+            "refund_amount": TypeParser.parse_decimal(raw.get("refund_amount")),
+            "action_type": raw.get("action_type"),
+            "pay_terminal": raw.get("pay_terminal"),
+            "operator_id": TypeParser.parse_int(raw.get("operator_id")),
+            "channel_pay_no": raw.get("channel_pay_no"),
+            "channel_fee": TypeParser.parse_decimal(raw.get("channel_fee")),
+            "is_delete": raw.get("is_delete"),
+            "member_id": TypeParser.parse_int(raw.get("member_id")),
+            "member_card_id": TypeParser.parse_int(raw.get("member_card_id")),
+            "raw_data": json.dumps(raw, ensure_ascii=False),
+        }

etl_billiards/tasks/table_discount_task.py

@@ -0,0 +1,92 @@
+# -*- coding: utf-8 -*-
+"""台费折扣任务"""
+
+import json
+
+from .base_task import BaseTask, TaskContext
+from loaders.facts.table_discount import TableDiscountLoader
+from models.parsers import TypeParser
+
+
+class TableDiscountTask(BaseTask):
+    """同步台费折扣/调价记录"""
+
+    def get_task_code(self) -> str:
+        return "TABLE_DISCOUNT"
+
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params(
+            {
+                "siteId": context.store_id,
+                "startTime": TypeParser.format_timestamp(context.window_start, self.tz),
+                "endTime": TypeParser.format_timestamp(context.window_end, self.tz),
+            }
+        )
+        records, _ = self.api.get_paginated(
+            endpoint="/Site/GetTaiFeeAdjustList",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+            list_key="taiFeeAdjustInfos",
+        )
+        return {"records": records}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            mapped = self._parse_discount(raw, context.store_id)
+            if mapped:
+                parsed.append(mapped)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = TableDiscountLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_discounts(transformed["records"])
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_discount(self, raw: dict, store_id: int) -> dict | None:
+        discount_id = TypeParser.parse_int(raw.get("id"))
+        if not discount_id:
+            self.logger.warning("跳过缺少折扣ID的记录: %s", raw)
+            return None
+
+        table_profile = raw.get("tableProfile") or {}
+        return {
+            "store_id": store_id,
+            "discount_id": discount_id,
+            "adjust_type": raw.get("adjust_type") or raw.get("adjustType"),
+            "applicant_id": TypeParser.parse_int(raw.get("applicant_id")),
+            "applicant_name": raw.get("applicant_name"),
+            "operator_id": TypeParser.parse_int(raw.get("operator_id")),
+            "operator_name": raw.get("operator_name"),
+            "ledger_amount": TypeParser.parse_decimal(raw.get("ledger_amount")),
+            "ledger_count": TypeParser.parse_int(raw.get("ledger_count")),
+            "ledger_name": raw.get("ledger_name"),
+            "ledger_status": raw.get("ledger_status"),
+            "order_settle_id": TypeParser.parse_int(raw.get("order_settle_id")),
+            "order_trade_no": TypeParser.parse_int(raw.get("order_trade_no")),
+            "site_table_id": TypeParser.parse_int(
+                raw.get("site_table_id") or table_profile.get("id")
+            ),
+            "table_area_id": TypeParser.parse_int(
+                raw.get("tableAreaId") or table_profile.get("site_table_area_id")
+            ),
+            "table_area_name": table_profile.get("site_table_area_name"),
+            "create_time": TypeParser.parse_timestamp(
+                raw.get("create_time") or raw.get("createTime"), self.tz
+            ),
+            "is_delete": raw.get("is_delete"),
+            "raw_data": json.dumps(raw, ensure_ascii=False),
+        }

etl_billiards/tasks/tables_task.py

@@ -1,4 +1,84 @@
+# -*- coding: utf-8 -*-
+"""台桌档案任务"""
+
+import json
+
+from .base_task import BaseTask, TaskContext
+from loaders.dimensions.table import TableLoader
+from models.parsers import TypeParser
+
+
 class TablesTask(BaseTask):
-    def get_task_code(self) -> str:  # 返回 "TABLES"
-    def execute(self) -> dict:       # 拉取 /Table/GetSiteTables
-    def _parse_table(self, raw: dict) -> dict | None:
+    """同步门店台桌列表"""
+
+    def get_task_code(self) -> str:
+        return "TABLES"
+
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params({"siteId": context.store_id})
+        records, _ = self.api.get_paginated(
+            endpoint="/Table/GetSiteTables",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+            list_key="siteTables",
+        )
+        return {"records": records}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            mapped = self._parse_table(raw, context.store_id)
+            if mapped:
+                parsed.append(mapped)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = TableLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_tables(transformed["records"])
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_table(self, raw: dict, store_id: int) -> dict | None:
+        table_id = TypeParser.parse_int(raw.get("id"))
+        if not table_id:
+            self.logger.warning("跳过缺少 table_id 的台桌记录: %s", raw)
+            return None
+
+        return {
+            "store_id": store_id,
+            "table_id": table_id,
+            "site_id": TypeParser.parse_int(raw.get("site_id") or raw.get("siteId")),
+            "area_id": TypeParser.parse_int(
+                raw.get("site_table_area_id") or raw.get("siteTableAreaId")
+            ),
+            "area_name": raw.get("areaName") or raw.get("site_table_area_name"),
+            "table_name": raw.get("table_name") or raw.get("tableName"),
+            "table_price": TypeParser.parse_decimal(
+                raw.get("table_price") or raw.get("tablePrice")
+            ),
+            "table_status": raw.get("table_status") or raw.get("tableStatus"),
+            "table_status_name": raw.get("tableStatusName"),
+            "light_status": raw.get("light_status"),
+            "is_rest_area": raw.get("is_rest_area"),
+            "show_status": raw.get("show_status"),
+            "virtual_table": raw.get("virtual_table"),
+            "charge_free": raw.get("charge_free"),
+            "only_allow_groupon": raw.get("only_allow_groupon"),
+            "is_online_reservation": raw.get("is_online_reservation"),
+            "created_time": TypeParser.parse_timestamp(
+                raw.get("create_time") or raw.get("createTime"), self.tz
+            ),
+            "raw_data": json.dumps(raw, ensure_ascii=False),
+        }

etl_billiards/tasks/ticket_dwd_task.py

@@ -0,0 +1,69 @@
+# -*- coding: utf-8 -*-
+from .base_dwd_task import BaseDwdTask
+from loaders.facts.ticket import TicketLoader
+
+class TicketDwdTask(BaseDwdTask):
+    """
+    DWD Task: Process Ticket Details from ODS to Fact Tables
+    Source: billiards_ods.ods_ticket_detail
+    Targets: 
+        - billiards.fact_order
+        - billiards.fact_order_goods
+        - billiards.fact_table_usage
+        - billiards.fact_assistant_service
+    """
+
+    def get_task_code(self) -> str:
+        return "TICKET_DWD"
+
+    def execute(self) -> dict:
+        self.logger.info(f"Starting {self.get_task_code()} task")
+
+        # 1. Get Time Window (Incremental Load)
+        window_start, window_end, _ = self._get_time_window()
+        self.logger.info(f"Processing window: {window_start} to {window_end}")
+
+        # 2. Initialize Loader
+        loader = TicketLoader(self.db, logger=self.logger)
+        store_id = self.config.get("app.store_id")
+
+        total_inserted = 0
+        total_errors = 0
+
+        # 3. Iterate ODS Data
+        # We query ods_ticket_detail based on fetched_at
+        batches = self.iter_ods_rows(
+            table_name="billiards_ods.settlement_ticket_details",
+            columns=["payload", "fetched_at", "source_file", "record_index"],
+            start_time=window_start,
+            end_time=window_end
+        )
+
+        for batch in batches:
+            if not batch:
+                continue
+            
+            # Extract payloads
+            tickets = []
+            for row in batch:
+                payload = self.parse_payload(row)
+                if payload:
+                    tickets.append(payload)
+            
+            # Process Batch
+            inserted, errors = loader.process_tickets(tickets, store_id)
+            total_inserted += inserted
+            total_errors += errors
+
+        # 4. Commit
+        self.db.commit()
+        
+        self.logger.info(f"Task {self.get_task_code()} completed. Inserted: {total_inserted}, Errors: {total_errors}")
+        
+        return {
+            "status": "success",
+            "inserted": total_inserted,
+            "errors": total_errors,
+            "window_start": window_start.isoformat(),
+            "window_end": window_end.isoformat()
+        }

etl_billiards/tasks/topups_task.py

@@ -0,0 +1,102 @@
+# -*- coding: utf-8 -*-
+"""充值记录任务"""
+
+import json
+
+from .base_task import BaseTask, TaskContext
+from loaders.facts.topup import TopupLoader
+from models.parsers import TypeParser
+
+
+class TopupsTask(BaseTask):
+    """同步储值充值结算记录"""
+
+    def get_task_code(self) -> str:
+        return "TOPUPS"
+
+    def extract(self, context: TaskContext) -> dict:
+        params = self._merge_common_params(
+            {
+                "siteId": context.store_id,
+                "rangeStartTime": TypeParser.format_timestamp(context.window_start, self.tz),
+                "rangeEndTime": TypeParser.format_timestamp(context.window_end, self.tz),
+            }
+        )
+        records, _ = self.api.get_paginated(
+            endpoint="/Site/GetRechargeSettleList",
+            params=params,
+            page_size=self.config.get("api.page_size", 200),
+            data_path=("data",),
+            list_key="settleList",
+        )
+        return {"records": records}
+
+    def transform(self, extracted: dict, context: TaskContext) -> dict:
+        parsed, skipped = [], 0
+        for raw in extracted.get("records", []):
+            mapped = self._parse_topup(raw, context.store_id)
+            if mapped:
+                parsed.append(mapped)
+            else:
+                skipped += 1
+        return {
+            "records": parsed,
+            "fetched": len(extracted.get("records", [])),
+            "skipped": skipped,
+        }
+
+    def load(self, transformed: dict, context: TaskContext) -> dict:
+        loader = TopupLoader(self.db)
+        inserted, updated, loader_skipped = loader.upsert_topups(transformed["records"])
+        return {
+            "fetched": transformed["fetched"],
+            "inserted": inserted,
+            "updated": updated,
+            "skipped": transformed["skipped"] + loader_skipped,
+            "errors": 0,
+        }
+
+    def _parse_topup(self, raw: dict, store_id: int) -> dict | None:
+        node = raw.get("settleList") if isinstance(raw.get("settleList"), dict) else raw
+        topup_id = TypeParser.parse_int(node.get("id"))
+        if not topup_id:
+            self.logger.warning("跳过缺少充值ID的记录: %s", raw)
+            return None
+
+        return {
+            "store_id": store_id,
+            "topup_id": topup_id,
+            "member_id": TypeParser.parse_int(node.get("memberId")),
+            "member_name": node.get("memberName"),
+            "member_phone": node.get("memberPhone"),
+            "card_id": TypeParser.parse_int(node.get("tenantMemberCardId")),
+            "card_type_name": node.get("memberCardTypeName"),
+            "pay_amount": TypeParser.parse_decimal(node.get("payAmount")),
+            "consume_money": TypeParser.parse_decimal(node.get("consumeMoney")),
+            "settle_status": node.get("settleStatus"),
+            "settle_type": node.get("settleType"),
+            "settle_name": node.get("settleName"),
+            "settle_relate_id": TypeParser.parse_int(node.get("settleRelateId")),
+            "pay_time": TypeParser.parse_timestamp(
+                node.get("payTime") or node.get("pay_time"), self.tz
+            ),
+            "create_time": TypeParser.parse_timestamp(
+                node.get("createTime") or node.get("create_time"), self.tz
+            ),
+            "operator_id": TypeParser.parse_int(node.get("operatorId")),
+            "operator_name": node.get("operatorName"),
+            "payment_method": node.get("paymentMethod"),
+            "refund_amount": TypeParser.parse_decimal(node.get("refundAmount")),
+            "cash_amount": TypeParser.parse_decimal(node.get("cashAmount")),
+            "card_amount": TypeParser.parse_decimal(node.get("cardAmount")),
+            "balance_amount": TypeParser.parse_decimal(node.get("balanceAmount")),
+            "online_amount": TypeParser.parse_decimal(node.get("onlineAmount")),
+            "rounding_amount": TypeParser.parse_decimal(node.get("roundingAmount")),
+            "adjust_amount": TypeParser.parse_decimal(node.get("adjustAmount")),
+            "goods_money": TypeParser.parse_decimal(node.get("goodsMoney")),
+            "table_charge_money": TypeParser.parse_decimal(node.get("tableChargeMoney")),
+            "service_money": TypeParser.parse_decimal(node.get("serviceMoney")),
+            "coupon_amount": TypeParser.parse_decimal(node.get("couponAmount")),
+            "order_remark": node.get("orderRemark"),
+            "raw_data": json.dumps(raw, ensure_ascii=False),
+        }

etl_billiards/tests/testdata_json/20251110_035004_助教废除.json

@@ -1,647 +0,0 @@
-[
-  {
-    "data": {
-      "total": 15,
-      "abolitionAssistants": [
-        {
-          "siteProfile": {
-            "id": 2790685415443269,
-            "org_id": 2790684179467077,
-            "shop_name": "朗朗桌球",
-            "avatar": "https://oss.ficoo.vip/admin/hXcE4E_1752495052016.jpg",
-            "business_tel": "13316068642",
-            "full_address": "广东省广州市天河区丽阳街12号",
-            "address": "广东省广州市天河区天园街道朗朗桌球",
-            "longitude": 113.360321,
-            "latitude": 23.133629,
-            "tenant_site_region_id": 156440100,
-            "tenant_id": 2790683160709957,
-            "auto_light": 1,
-            "attendance_distance": 0,
-            "wifi_name": "",
-            "wifi_password": "",
-            "customer_service_qrcode": "",
-            "customer_service_wechat": "",
-            "fixed_pay_qrCode": "",
-            "prod_env": 1,
-            "light_status": 1,
-            "light_type": 0,
-            "site_type": 1,
-            "light_token": "",
-            "site_label": "A",
-            "attendance_enabled": 1,
-            "shop_status": 1
-          },
-          "createTime": "2025-11-09 19:23:29",
-          "id": 2957675849518789,
-          "siteId": 2790685415443269,
-          "tableAreaId": 2791963816579205,
-          "tableId": 2793016660660357,
-          "tableArea": "C区",
-          "tableName": "C1",
-          "assistantOn": "27",
-          "assistantName": "泡芙",
-          "pdChargeMinutes": 214,
-          "assistantAbolishAmount": 5.83,
-          "trashReason": ""
-        },
-        {
-          "siteProfile": {
-            "id": 2790685415443269,
-            "org_id": 2790684179467077,
-            "shop_name": "朗朗桌球",
-            "avatar": "https://oss.ficoo.vip/admin/hXcE4E_1752495052016.jpg",
-            "business_tel": "13316068642",
-            "full_address": "广东省广州市天河区丽阳街12号",
-            "address": "广东省广州市天河区天园街道朗朗桌球",
-            "longitude": 113.360321,
-            "latitude": 23.133629,
-            "tenant_site_region_id": 156440100,
-            "tenant_id": 2790683160709957,
-            "auto_light": 1,
-            "attendance_distance": 0,
-            "wifi_name": "",
-            "wifi_password": "",
-            "customer_service_qrcode": "",
-            "customer_service_wechat": "",
-            "fixed_pay_qrCode": "",
-            "prod_env": 1,
-            "light_status": 1,
-            "light_type": 0,
-            "site_type": 1,
-            "light_token": "",
-            "site_label": "A",
-            "attendance_enabled": 1,
-            "shop_status": 1
-          },
-          "createTime": "2025-11-06 17:42:09",
-          "id": 2953329501898373,
-          "siteId": 2790685415443269,
-          "tableAreaId": 2802006170324037,
-          "tableId": 2851642357976581,
-          "tableArea": "补时长",
-          "tableName": "补时长5",
-          "assistantOn": "23",
-          "assistantName": "婉婉",
-          "pdChargeMinutes": 10800,
-          "assistantAbolishAmount": 570.0,
-          "trashReason": ""
-        },
-        {
-          "siteProfile": {
-            "id": 2790685415443269,
-            "org_id": 2790684179467077,
-            "shop_name": "朗朗桌球",
-            "avatar": "https://oss.ficoo.vip/admin/hXcE4E_1752495052016.jpg",
-            "business_tel": "13316068642",
-            "full_address": "广东省广州市天河区丽阳街12号",
-            "address": "广东省广州市天河区天园街道朗朗桌球",
-            "longitude": 113.360321,
-            "latitude": 23.133629,
-            "tenant_site_region_id": 156440100,
-            "tenant_id": 2790683160709957,
-            "auto_light": 1,
-            "attendance_distance": 0,
-            "wifi_name": "",
-            "wifi_password": "",
-            "customer_service_qrcode": "",
-            "customer_service_wechat": "",
-            "fixed_pay_qrCode": "",
-            "prod_env": 1,
-            "light_status": 1,
-            "light_type": 0,
-            "site_type": 1,
-            "light_token": "",
-            "site_label": "A",
-            "attendance_enabled": 1,
-            "shop_status": 1
-          },
-          "createTime": "2025-11-06 17:42:09",
-          "id": 2953329502357125,
-          "siteId": 2790685415443269,
-          "tableAreaId": 2802006170324037,
-          "tableId": 2851642357976581,
-          "tableArea": "补时长",
-          "tableName": "补时长5",
-          "assistantOn": "52",
-          "assistantName": "小柔",
-          "pdChargeMinutes": 10800,
-          "assistantAbolishAmount": 570.0,
-          "trashReason": ""
-        },
-        {
-          "siteProfile": {
-            "id": 2790685415443269,
-            "org_id": 2790684179467077,
-            "shop_name": "朗朗桌球",
-            "avatar": "https://oss.ficoo.vip/admin/hXcE4E_1752495052016.jpg",
-            "business_tel": "13316068642",
-            "full_address": "广东省广州市天河区丽阳街12号",
-            "address": "广东省广州市天河区天园街道朗朗桌球",
-            "longitude": 113.360321,
-            "latitude": 23.133629,
-            "tenant_site_region_id": 156440100,
-            "tenant_id": 2790683160709957,
-            "auto_light": 1,
-            "attendance_distance": 0,
-            "wifi_name": "",
-            "wifi_password": "",
-            "customer_service_qrcode": "",
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etl_billiards/tests/testdata_json/20251110_035929_退款记录.json

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