diff --git a/.trae/documents/添加order_item与product的join关系.md b/.trae/documents/添加order_item与product的join关系.md
new file mode 100644
index 0000000..c722df2
--- /dev/null
+++ b/.trae/documents/添加order_item与product的join关系.md
@@ -0,0 +1,37 @@
+## 实施计划
+
+### 1. 问题分析
+- 错误：ER_CANT_AGGREGATE_2COLLATIONS - 字符集排序规则不匹配
+- 原因：order_item表使用utf8mb4_0900_ai_ci，product表使用utf8mb4_unicode_ci
+- 解决方案：在JOIN条件中显式指定排序规则，或修改JOIN方式
+
+### 2. 调整join配置
+在order_item.yml中修改与product的join配置，添加字符集转换函数，确保排序规则匹配：
+
+```yaml
+joins:
+  - name: product
+    sql: "CONVERT({product.siteSkus} USING utf8mb4) COLLATE utf8mb4_unicode_ci LIKE CONCAT('%', {CUBE}.sku, '%')"
+    relationship: many_to_one
+```
+
+### 3. 优化join逻辑
+考虑到siteSkus可能是JSON格式或包含多个SKU，使用更可靠的JSON函数处理（如果数据库支持）：
+
+```yaml
+joins:
+  - name: product
+    sql: "JSON_CONTAINS({product.siteSkus}, JSON_QUOTE({CUBE}.sku))"
+    relationship: many_to_one
+```
+
+### 4. 实施步骤
+1. 编辑order_item.yml文件，修改product join配置
+2. 选择合适的join条件：
+   - 如果siteSkus是逗号分隔列表：使用CONVERT函数转换排序规则
+   - 如果siteSkus是JSON数组：使用JSON_CONTAINS函数
+3. 验证查询文件order_item_product_by_sku_quantity_sum.json能够正确执行
+4. 确保查询结果显示product相关信息和对应的销售数量
+
+### 5. 预期效果
+添加正确的join后，查询将能够关联order_item和product的数据，计算出每个product的实际销售数量（基于order_item.quantity）
\ No newline at end of file
diff --git a/container/cube/conf/cube.js b/container/cube/conf/cube.js
deleted file mode 100644
index 3587701..0000000
--- a/container/cube/conf/cube.js
+++ /dev/null
@@ -1,5 +0,0 @@
-module.exports = {
-  dbType: 'mysql',
-  apiSecret: 'your-secret-here',
-  webSockets: true
-};
\ No newline at end of file
diff --git a/container/cube/conf/model/cubes/order_item.yml b/container/cube/conf/model/cubes/order_item.yml
index e8d81fa..d42a320 100644
--- a/container/cube/conf/model/cubes/order_item.yml
+++ b/container/cube/conf/model/cubes/order_item.yml
@@ -4,6 +4,9 @@ cubes:
     data_source: default
 
     joins:
+      - name: product
+        sql: "CONVERT({product.siteskus} USING utf8mb4) COLLATE utf8mb4_unicode_ci LIKE CONCAT('%', {CUBE}.sku, '%')"
+        relationship: many_to_one
       - name: order
         sql: "{CUBE}.`orderId` = {order.id}"
         relationship: many_to_one
diff --git a/container/cube/conf/model/cubes/product_attributes_dict_item.yml b/container/cube/conf/model/cubes/product_attributes_dict_item.yml
index e08595a..18b4d12 100644
--- a/container/cube/conf/model/cubes/product_attributes_dict_item.yml
+++ b/container/cube/conf/model/cubes/product_attributes_dict_item.yml
@@ -5,18 +5,18 @@ cubes:
 
     joins:
       - name: dict_item
-        sql: "{CUBE}.dictItemId = {dict_item.id}"
+        sql: "{CUBE}.`dictItemId` = {dict_item.id}"
+        relationship: many_to_one
+
+      - name: product_v2_attributes_dict_item
+        sql: "{CUBE}.`dictItemId` = {product_v2_attributes_dict_item}.`dictItemId`"
         relationship: many_to_one
 
       - name: product
-        sql: "{CUBE}.productId = {product.id}"
+        sql: "{CUBE}.`productId` = {product.id}"
         relationship: many_to_one
 
-    dimensions:
-      - name: dictItemId
-        sql: dictItemId
-        type: number
-        primary_key: true
+    dimensions: []
 
     measures:
       - name: count
diff --git a/container/cube/conf/model/cubes/product_v2_attributes_dict_item.yml b/container/cube/conf/model/cubes/product_v2_attributes_dict_item.yml
index f6f681b..71b6329 100644
--- a/container/cube/conf/model/cubes/product_v2_attributes_dict_item.yml
+++ b/container/cube/conf/model/cubes/product_v2_attributes_dict_item.yml
@@ -5,18 +5,18 @@ cubes:
 
     joins:
       - name: dict_item
-        sql: "{CUBE}.dictItemId = {dict_item.id}"
+        sql: "{CUBE}.`dictItemId` = {dict_item.id}"
+        relationship: many_to_one
+
+      - name: product_attributes_dict_item
+        sql: "{CUBE}.`dictItemId` = {product_attributes_dict_item}.`dictItemId`"
         relationship: many_to_one
 
       - name: product_v2
-        sql: "{CUBE}.productV2Id = {product_v2.id}"
+        sql: "{CUBE}.`productV2Id` = {product_v2.id}"
         relationship: many_to_one
 
-    dimensions:
-      - name: dictItemId
-        sql: dictItemId
-        type: number
-        primary_key: true
+    dimensions: []
 
     measures:
       - name: count
diff --git a/container/cube/conf/model/cubes/site_areas_area.yml b/container/cube/conf/model/cubes/site_areas_area.yml
index ea03e78..04cd3ce 100644
--- a/container/cube/conf/model/cubes/site_areas_area.yml
+++ b/container/cube/conf/model/cubes/site_areas_area.yml
@@ -5,18 +5,14 @@ cubes:
 
     joins:
       - name: area
-        sql: "{CUBE}.areaId = {area.id}"
+        sql: "{CUBE}.`areaId` = {area.id}"
         relationship: many_to_one
 
       - name: site
-        sql: "{CUBE}.siteId = {site.id}"
+        sql: "{CUBE}.`siteId` = {site.id}"
         relationship: many_to_one
 
-    dimensions:
-      - name: areaId
-        sql: areaId
-        type: number
-        primary_key: true
+    dimensions: []
 
     measures:
       - name: count
diff --git a/container/cube/conf/model/cubes/site_stock_points_stock_point.yml b/container/cube/conf/model/cubes/site_stock_points_stock_point.yml
index 16d296b..851fab3 100644
--- a/container/cube/conf/model/cubes/site_stock_points_stock_point.yml
+++ b/container/cube/conf/model/cubes/site_stock_points_stock_point.yml
@@ -5,18 +5,18 @@ cubes:
 
     joins:
       - name: site
-        sql: "{CUBE}.siteId = {site.id}"
+        sql: "{CUBE}.`siteId` = {site.id}"
+        relationship: many_to_one
+
+      - name: site_v2_stock_points_stock_point
+        sql: "{CUBE}.`stockPointId` = {site_v2_stock_points_stock_point}.`stockPointId`"
         relationship: many_to_one
 
       - name: stock_point
-        sql: "{CUBE}.stockPointId = {stock_point.id}"
+        sql: "{CUBE}.`stockPointId` = {stock_point.id}"
         relationship: many_to_one
 
-    dimensions:
-      - name: stockPointId
-        sql: stockPointId
-        type: number
-        primary_key: true
+    dimensions: []
 
     measures:
       - name: count
diff --git a/container/cube/conf/model/cubes/site_v2_areas_area.yml b/container/cube/conf/model/cubes/site_v2_areas_area.yml
index 9117b74..7885d3a 100644
--- a/container/cube/conf/model/cubes/site_v2_areas_area.yml
+++ b/container/cube/conf/model/cubes/site_v2_areas_area.yml
@@ -5,18 +5,14 @@ cubes:
 
     joins:
       - name: area
-        sql: "{CUBE}.areaId = {area.id}"
+        sql: "{CUBE}.`areaId` = {area.id}"
         relationship: many_to_one
 
       - name: site_v2
-        sql: "{CUBE}.siteV2Id = {site_v2.id}"
+        sql: "{CUBE}.`siteV2Id` = {site_v2.id}"
         relationship: many_to_one
 
-    dimensions:
-      - name: areaId
-        sql: areaId
-        type: number
-        primary_key: true
+    dimensions: []
 
     measures:
       - name: count
diff --git a/container/cube/conf/model/cubes/site_v2_stock_points_stock_point.yml b/container/cube/conf/model/cubes/site_v2_stock_points_stock_point.yml
index ed62bbe..7fe4d50 100644
--- a/container/cube/conf/model/cubes/site_v2_stock_points_stock_point.yml
+++ b/container/cube/conf/model/cubes/site_v2_stock_points_stock_point.yml
@@ -5,18 +5,18 @@ cubes:
 
     joins:
       - name: site_v2
-        sql: "{CUBE}.siteV2Id = {site_v2.id}"
+        sql: "{CUBE}.`siteV2Id` = {site_v2.id}"
+        relationship: many_to_one
+
+      - name: site_stock_points_stock_point
+        sql: "{CUBE}.`stockPointId` = {site_stock_points_stock_point}.`stockPointId`"
         relationship: many_to_one
 
       - name: stock_point
-        sql: "{CUBE}.stockPointId = {stock_point.id}"
+        sql: "{CUBE}.`stockPointId` = {stock_point.id}"
         relationship: many_to_one
 
-    dimensions:
-      - name: stockPointId
-        sql: stockPointId
-        type: number
-        primary_key: true
+    dimensions: []
 
     measures:
       - name: count
diff --git a/container/cube/conf/model/cubes/stock_point_areas_area.yml b/container/cube/conf/model/cubes/stock_point_areas_area.yml
index fd96be7..31a8047 100644
--- a/container/cube/conf/model/cubes/stock_point_areas_area.yml
+++ b/container/cube/conf/model/cubes/stock_point_areas_area.yml
@@ -5,26 +5,22 @@ cubes:
 
     joins:
       - name: area
-        sql: "{CUBE}.areaId = {area.id}"
+        sql: "{CUBE}.`areaId` = {area.id}"
         relationship: many_to_one
 
       - name: site_stock_points_stock_point
-        sql: "{CUBE}.stockPointId = {site_stock_points_stock_point}.stockPointId"
+        sql: "{CUBE}.`stockPointId` = {site_stock_points_stock_point}.`stockPointId`"
         relationship: many_to_one
 
       - name: site_v2_stock_points_stock_point
-        sql: "{CUBE}.stockPointId = {site_v2_stock_points_stock_point}.stockPointId"
+        sql: "{CUBE}.`stockPointId` = {site_v2_stock_points_stock_point}.`stockPointId`"
         relationship: many_to_one
 
       - name: stock_point
-        sql: "{CUBE}.stockPointId = {stock_point.id}"
+        sql: "{CUBE}.`stockPointId` = {stock_point.id}"
         relationship: many_to_one
 
-    dimensions:
-      - name: areaId
-        sql: areaId
-        type: number
-        primary_key: true
+    dimensions: []
 
     measures:
       - name: count
diff --git a/container/cube/query/order_item_product_by_sku_quantity_sum.json b/container/cube/query/order_item_product_by_sku_quantity_sum.json
index e69de29..d7ef017 100644
--- a/container/cube/query/order_item_product_by_sku_quantity_sum.json
+++ b/container/cube/query/order_item_product_by_sku_quantity_sum.json
@@ -0,0 +1,7 @@
+{
+    "dimensions": ["product.sku"],
+    "measures": ["order_item.quantity"],
+    "order": {
+      "order_item.quantity": "desc"
+    }
+}
\ No newline at end of file
diff --git a/container/cube/query/order_item_product_component_by_sku_quantity_sum.json b/container/cube/query/order_item_product_component_by_sku_quantity_sum.json
index e69de29..c6c2205 100644
--- a/container/cube/query/order_item_product_component_by_sku_quantity_sum.json
+++ b/container/cube/query/order_item_product_component_by_sku_quantity_sum.json
@@ -0,0 +1,8 @@
+{
+    "dimensions": ["product.sku"],
+    "measures": ["order_item.quantity"],
+    "order": {
+      "order_item.quantity": "desc"
+    },
+    "filters": []
+}
\ No newline at end of file
diff --git a/container/datax/job/README.md b/container/datax/job/README.md
deleted file mode 100644
index 7112e0d..0000000
--- a/container/datax/job/README.md
+++ /dev/null
@@ -1,102 +0,0 @@
-# DataX 作业配置例子
-
-本目录包含了使用 DataX 从 RESTful API 读取数据并写入 MySQL 数据库的作业配置示例。
-
-## 例子说明
-
-### 1. 产品数据同步 (`restful_to_mysql_products.json`)
-
-从 Woocommerce API 获取产品数据，写入本地 MySQL 数据库的 `products` 表。
-
-**主要配置项：**
-- API URL: `https://your-woocommerce-site.com/wp-json/wc/v3/products`
-- 认证方式: Basic Auth
-- 分页方式: 基于页码的分页
-- 写入表: `products`
-- 写入模式: `replace` (替换现有数据)
-
-### 2. 订单数据同步 (`restful_to_mysql_orders.json`)
-
-从 Woocommerce API 获取订单数据，写入本地 MySQL 数据库的 `orders` 表。
-
-**主要配置项：**
-- API URL: `https://your-woocommerce-site.com/wp-json/wc/v3/orders`
-- 认证方式: Basic Auth
-- 分页方式: 基于页码的分页
-- 写入表: `orders`
-- 写入模式: `replace` (替换现有数据)
-
-## 使用方法
-
-### 1. 配置修改
-
-在运行作业前，需要根据实际情况修改以下配置：
-
-1. **API URL**: 将 `https://your-woocommerce-site.com` 替换为实际的 Woocommerce 站点 URL
-2. **认证信息**: 更新 `Authorization` 头为实际的 Basic Auth 凭证
-3. **数据库连接**: 根据实际情况调整数据库名称、表名等
-
-### 2. 运行作业
-
-在 DataX 容器中运行作业：
-
-```bash
-docker-compose exec datax python /datax/bin/datax.py /datax/job/restful_to_mysql_products.json
-```
-
-或
-
-```bash
-docker-compose exec datax python /datax/bin/datax.py /datax/job/restful_to_mysql_orders.json
-```
-
-### 3. 查看日志
-
-作业日志会输出到容器的 `/datax/log` 目录，对应主机的 `./datax/log` 目录。
-
-## 注意事项
-
-1. **数据库表结构**: 请确保目标数据库中已创建相应的表结构，DataX 不会自动创建表
-2. **API 权限**: 确保 Woocommerce API 已启用，并具有相应的读取权限
-3. **分页配置**: 根据实际数据量调整 `pageSize` 和 `totalCount` 参数
-4. **写入模式**: 支持 `insert` (插入)、`update` (更新)、`replace` (替换) 等模式
-5. **数据类型**: 确保配置文件中的数据类型与数据库表结构匹配
-
-## 表结构示例
-
-### products 表
-
-```sql
-CREATE TABLE `products` (
-  `id` bigint(20) NOT NULL PRIMARY KEY,
-  `name` varchar(255) NOT NULL,
-  `sku` varchar(255) DEFAULT NULL,
-  `price` decimal(10,2) DEFAULT NULL,
-  `stock_quantity` int(11) DEFAULT NULL,
-  `created_at` datetime DEFAULT NULL
-) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4;
-```
-
-### orders 表
-
-```sql
-CREATE TABLE `orders` (
-  `id` bigint(20) NOT NULL PRIMARY KEY,
-  `status` varchar(50) DEFAULT NULL,
-  `total` decimal(10,2) DEFAULT NULL,
-  `currency` varchar(10) DEFAULT NULL,
-  `created_at` datetime DEFAULT NULL,
-  `customer_id` bigint(20) DEFAULT NULL,
-  `billing_first_name` varchar(255) DEFAULT NULL,
-  `billing_last_name` varchar(255) DEFAULT NULL,
-  `billing_email` varchar(255) DEFAULT NULL
-) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4;
-```
-
-## 扩展建议
-
-1. **添加更多 API 端点**: 可以根据需要添加更多的 API 端点配置，如客户、分类等
-2. **调整同步频率**: 结合 cron 任务实现定期同步
-3. **增加数据转换**: 使用 DataX 的转换器功能对数据进行预处理
-4. **添加错误处理**: 配置重试机制和错误告警
-5. **监控作业状态**: 结合 Prometheus 和 Grafana 监控作业运行状态
diff --git a/container/datax/job/restful_to_mysql_orders.json b/container/datax/job/restful_to_mysql_orders.json
deleted file mode 100644
index 45a0433..0000000
--- a/container/datax/job/restful_to_mysql_orders.json
+++ /dev/null
@@ -1,106 +0,0 @@
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "restfulreader",
-          "parameter": {
-            "url": "https://your-woocommerce-site.com/wp-json/wc/v3/orders",
-            "method": "GET",
-            "headers": {
-              "Accept": "application/json"
-            },
-            "requestParams": {
-              "consumer_key": "your_consumer_key",
-              "consumer_secret": "your_consumer_secret",
-              "per_page": 100
-            },
-            "pagination": {
-              "type": "page",
-              "pageSize": 100,
-              "pageNum": 1,
-              "totalCount": 0,
-              "dynamicTotalCount": true,
-              "totalCountPath": "$['X-WP-Total']",
-              "pageUrlTemplate": "${url}?page=${pageNum}&per_page=${pageSize}&consumer_key=${requestParams.consumer_key}&consumer_secret=${requestParams.consumer_secret}"
-            },
-            "dataPath": "$.*",
-            "column": [
-              {
-                "name": "id",
-                "type": "long"
-              },
-              {
-                "name": "status",
-                "type": "string"
-              },
-              {
-                "name": "total",
-                "type": "string"
-              },
-              {
-                "name": "currency",
-                "type": "string"
-              },
-              {
-                "name": "created_at",
-                "type": "string"
-              },
-              {
-                "name": "customer_id",
-                "type": "long"
-              },
-              {
-                "name": "billing.first_name",
-                "type": "string",
-                "alias": "billing_first_name"
-              },
-              {
-                "name": "billing.last_name",
-                "type": "string",
-                "alias": "billing_last_name"
-              },
-              {
-                "name": "billing.email",
-                "type": "string",
-                "alias": "billing_email"
-              }
-            ]
-          }
-        },
-        "writer": {
-          "name": "mysqlwriter",
-          "parameter": {
-            "writeMode": "replace",
-            "username": "root",
-            "password": "123345678",
-            "column": [
-              "id",
-              "status",
-              "total",
-              "currency",
-              "created_at",
-              "customer_id",
-              "billing_first_name",
-              "billing_last_name",
-              "billing_email"
-            ],
-            "connection": [
-              {
-                "jdbcUrl": "jdbc:mysql://host.docker.internal:23306/inventory_v2?useUnicode=true&characterEncoding=utf-8",
-                "table": [
-                  "orders"
-                ]
-              }
-            ]
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
\ No newline at end of file
diff --git a/container/datax/job/restful_to_mysql_products.json b/container/datax/job/restful_to_mysql_products.json
deleted file mode 100644
index 3a4772f..0000000
--- a/container/datax/job/restful_to_mysql_products.json
+++ /dev/null
@@ -1,88 +0,0 @@
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "restfulreader",
-          "parameter": {
-            "url": "https://your-woocommerce-site.com/wp-json/wc/v3/products",
-            "method": "GET",
-            "headers": {
-              "Accept": "application/json"
-            },
-            "requestParams": {
-              "consumer_key": "your_consumer_key",
-              "consumer_secret": "your_consumer_secret",
-              "per_page": 100
-            },
-            "pagination": {
-              "type": "page",
-              "pageSize": 100,
-              "pageNum": 1,
-              "totalCount": 0,
-              "dynamicTotalCount": true,
-              "totalCountPath": "$['X-WP-Total']",
-              "pageUrlTemplate": "${url}?page=${pageNum}&per_page=${pageSize}&consumer_key=${requestParams.consumer_key}&consumer_secret=${requestParams.consumer_secret}"
-            },
-            "dataPath": "$.*",
-            "column": [
-              {
-                "name": "id",
-                "type": "long"
-              },
-              {
-                "name": "name",
-                "type": "string"
-              },
-              {
-                "name": "sku",
-                "type": "string"
-              },
-              {
-                "name": "price",
-                "type": "string"
-              },
-              {
-                "name": "stock_quantity",
-                "type": "long"
-              },
-              {
-                "name": "created_at",
-                "type": "string"
-              }
-            ]
-          }
-        },
-        "writer": {
-          "name": "mysqlwriter",
-          "parameter": {
-            "writeMode": "replace",
-            "username": "root",
-            "password": "123345678",
-            "column": [
-              "id",
-              "name",
-              "sku",
-              "price",
-              "stock_quantity",
-              "created_at"
-            ],
-            "connection": [
-              {
-                "jdbcUrl": "jdbc:mysql://host.docker.internal:23306/inventory_v2?useUnicode=true&characterEncoding=utf-8",
-                "table": [
-                  "products"
-                ]
-              }
-            ]
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
\ No newline at end of file
diff --git a/container/datax/scripts/check_sync_status.sh b/container/datax/scripts/check_sync_status.sh
deleted file mode 100644
index 00e817b..0000000
--- a/container/datax/scripts/check_sync_status.sh
+++ /dev/null
@@ -1,38 +0,0 @@
-#!/bin/bash
-
-echo "======================================"
-echo "DataX 同步任务状态监控"
-echo "======================================"
-echo "检查时间: $(date '+%Y-%m-%d %H:%M:%S')"
-echo "======================================"
-
-# 检查产品同步日志
-PRODUCTS_LOG_DIR="/Users/zksu/Developer/work/workcode/API-vendor/container/datax/log"
-PRODUCTS_LOG=$(ls -t ${PRODUCTS_LOG_DIR}/products_sync_*.log 2>/dev/null | head -1)
-if [ -f "$PRODUCTS_LOG" ]; then
-    echo -e "\n产品同步："
-    echo "最后执行时间：$(date -r $PRODUCTS_LOG '+%Y-%m-%d %H:%M:%S')"
-    echo "日志文件：$PRODUCTS_LOG"
-    echo "执行结果：$(tail -1 $PRODUCTS_LOG)"
-    echo "日志大小：$(ls -lh $PRODUCTS_LOG | awk '{print $5}')"
-else
-    echo -e "\n产品同步："
-    echo "未找到产品同步日志文件"
-fi
-
-# 检查订单同步日志
-ORDERS_LOG=$(ls -t ${PRODUCTS_LOG_DIR}/orders_sync_*.log 2>/dev/null | head -1)
-if [ -f "$ORDERS_LOG" ]; then
-    echo -e "\n订单同步："
-    echo "最后执行时间：$(date -r $ORDERS_LOG '+%Y-%m-%d %H:%M:%S')"
-    echo "日志文件：$ORDERS_LOG"
-    echo "执行结果：$(tail -1 $ORDERS_LOG)"
-    echo "日志大小：$(ls -lh $ORDERS_LOG | awk '{print $5}')"
-else
-    echo -e "\n订单同步："
-    echo "未找到订单同步日志文件"
-fi
-
-echo -e "\n======================================"
-echo "监控结束"
-echo "======================================"
\ No newline at end of file
diff --git a/container/datax/scripts/sync_orders.sh b/container/datax/scripts/sync_orders.sh
deleted file mode 100644
index 5bc95fc..0000000
--- a/container/datax/scripts/sync_orders.sh
+++ /dev/null
@@ -1,19 +0,0 @@
-#!/bin/bash
-
-# 设置工作目录
-cd /Users/zksu/Developer/work/workcode/API-vendor/container
-
-# 记录开始时间
-echo "[$(date '+%Y-%m-%d %H:%M:%S')] 开始执行订单同步..." > /tmp/orders_sync_start.log
-
-# 执行 DataX 作业
-docker-compose exec -T datax python /datax/bin/datax.py /datax/job/restful_to_mysql_orders.json > /Users/zksu/Developer/work/workcode/API-vendor/container/datax/log/orders_sync_$(date +%Y%m%d_%H%M%S).log 2>&1
-
-# 检查执行结果
-if [ $? -eq 0 ]; then
-    echo "[$(date '+%Y-%m-%d %H:%M:%S')] 订单同步执行成功" >> /tmp/orders_sync_start.log
-else
-    echo "[$(date '+%Y-%m-%d %H:%M:%S')] 订单同步执行失败" >> /tmp/orders_sync_start.log
-    # 发送告警通知（示例：企业微信机器人，如需使用请取消注释并修改webhook地址）
-    # curl -s -H "Content-Type: application/json" -d '{"msgtype": "text", "text": {"content": "订单同步执行失败，请查看日志"}}' https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=your_webhook_key
-fi
\ No newline at end of file
diff --git a/container/datax/scripts/sync_products.sh b/container/datax/scripts/sync_products.sh
deleted file mode 100644
index e10a767..0000000
--- a/container/datax/scripts/sync_products.sh
+++ /dev/null
@@ -1,19 +0,0 @@
-#!/bin/bash
-
-# 设置工作目录
-cd /Users/zksu/Developer/work/workcode/API-vendor/container
-
-# 记录开始时间
-echo "[$(date '+%Y-%m-%d %H:%M:%S')] 开始执行产品同步..." > /tmp/products_sync_start.log
-
-# 执行 DataX 作业
-docker-compose exec -T datax python /datax/bin/datax.py /datax/job/restful_to_mysql_products.json > /Users/zksu/Developer/work/workcode/API-vendor/container/datax/log/products_sync_$(date +%Y%m%d_%H%M%S).log 2>&1
-
-# 检查执行结果
-if [ $? -eq 0 ]; then
-    echo "[$(date '+%Y-%m-%d %H:%M:%S')] 产品同步执行成功" >> /tmp/products_sync_start.log
-else
-    echo "[$(date '+%Y-%m-%d %H:%M:%S')] 产品同步执行失败" >> /tmp/products_sync_start.log
-    # 发送告警通知（示例：企业微信机器人，如需使用请取消注释并修改webhook地址）
-    # curl -s -H "Content-Type: application/json" -d '{"msgtype": "text", "text": {"content": "产品同步执行失败，请查看日志"}}' https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=your_webhook_key
-fi
\ No newline at end of file
diff --git a/container/docker-compose.yml b/container/docker-compose.yml
index 4c68848..c1bc168 100644
--- a/container/docker-compose.yml
+++ b/container/docker-compose.yml
@@ -77,17 +77,6 @@ services:
     networks:
       - app-network
 
-  # DataX 服务
-  datax:
-    image: beginor/datax
-    container_name: datax-container
-    restart: on-failure
-    volumes:
-      - ./datax/job:/datax/job
-      - ./datax/log:/datax/log
-    networks:
-      - app-network
-
 # volumes:
 #   mysql-data:
 #     driver: local
diff --git a/docs/datax/scheduled_execution.md b/docs/datax/scheduled_execution.md
deleted file mode 100644
index 668ea6d..0000000
--- a/docs/datax/scheduled_execution.md
+++ /dev/null
@@ -1,319 +0,0 @@
-# DataX 同步脚本定时执行指南
-
-本文档介绍了如何定时执行 DataX 同步脚本的两种主要方式：宿主机 crontab 和容器内 crontab。
-
-## 1. 宿主机 Crontab 方式
-
-### 1.1 原理
-
-在宿主机上使用 `crontab` 工具，通过 `docker-compose exec` 命令定期在 DataX 容器内执行同步脚本。
-
-### 1.2 配置步骤
-
-#### 1.2.1 创建执行脚本
-
-首先，在宿主机上创建一个执行脚本，用于运行 DataX 作业：
-
-```bash
-# 创建脚本目录
-mkdir -p /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts
-
-# 创建产品同步脚本
-touch /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_products.sh
-chmod +x /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_products.sh
-
-# 创建订单同步脚本
-touch /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_orders.sh
-chmod +x /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_orders.sh
-```
-
-#### 1.2.2 编写脚本内容
-
-**产品同步脚本** (`sync_products.sh`)：
-
-```bash
-#!/bin/bash
-
-# 设置工作目录
-cd /Users/zksu/Developer/work/workcode/API-vendor/container
-
-# 执行 DataX 作业
-docker-compose exec -T datax python /datax/bin/datax.py /datax/job/restful_to_mysql_products.json > /Users/zksu/Developer/work/workcode/API-vendor/container/datax/log/products_sync_$(date +%Y%m%d_%H%M%S).log 2>&1
-```
-
-**订单同步脚本** (`sync_orders.sh`)：
-
-```bash
-#!/bin/bash
-
-# 设置工作目录
-cd /Users/zksu/Developer/work/workcode/API-vendor/container
-
-# 执行 DataX 作业
-docker-compose exec -T datax python /datax/bin/datax.py /datax/job/restful_to_mysql_orders.json > /Users/zksu/Developer/work/workcode/API-vendor/container/datax/log/orders_sync_$(date +%Y%m%d_%H%M%S).log 2>&1
-```
-
-#### 1.2.3 配置 Crontab
-
-1. 编辑宿主机的 crontab 配置：
-
-```bash
-crontab -e
-```
-
-2. 添加定时任务：
-
-```bash
-# 每小时执行一次产品同步
-0 * * * * /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_products.sh
-
-# 每2小时执行一次订单同步
-0 */2 * * * /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_orders.sh
-
-# 每天凌晨3点执行所有同步
-0 3 * * * /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_products.sh && /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_orders.sh
-```
-
-3. 保存并退出编辑器。
-
-### 1.3 优点
-
-- **配置简单**：无需修改 Docker 容器配置
-- **易于管理**：所有定时任务集中在宿主机管理
-- **日志管理方便**：可以将日志输出到宿主机指定位置
-- **不依赖容器状态**：即使容器重启，定时任务依然有效
-
-### 1.4 缺点
-
-- **依赖宿主机**：宿主机故障会导致定时任务失效
-- **需要宿主机权限**：需要在宿主机上配置 crontab
-
-## 2. 容器内 Crontab 方式
-
-### 2.1 原理
-
-在 DataX 容器内部安装并配置 `crontab` 服务，直接在容器内定时执行同步脚本。
-
-### 2.2 配置步骤
-
-#### 2.2.1 自定义 Docker 镜像
-
-1. 创建 `Dockerfile`：
-
-```bash
-mkdir -p /Users/zksu/Developer/work/workcode/API-vendor/container/datax/docker
-```
-
-2. 编写 `Dockerfile`：
-
-```dockerfile
-FROM beginor/datax
-
-# 安装 crontab
-RUN apt-get update && apt-get install -y cron && rm -rf /var/lib/apt/lists/*
-
-# 创建 crontab 配置文件
-RUN touch /etc/crontab /etc/cron.d/datax-cron
-
-# 给执行权限
-RUN chmod 0644 /etc/cron.d/datax-cron
-
-# 创建日志目录
-RUN mkdir -p /var/log/cron
-
-# 复制作业脚本
-COPY job/ /datax/job/
-
-# 设置环境变量
-ENV TZ=Asia/Shanghai
-
-# 启动 crontab 服务
-CMD service cron start && tail -f /dev/null
-```
-
-3. 构建自定义镜像：
-
-```bash
-cd /Users/zksu/Developer/work/workcode/API-vendor/container/datax/docker
-docker build -t custom/datax .
-```
-
-4. 修改 `docker-compose.yml` 中的镜像：
-
-```yaml
-datax:
-  image: custom/datax
-  # ... 其他配置不变
-```
-
-#### 2.2.2 配置容器内 Crontab
-
-1. 进入容器：
-
-```bash
-docker-compose exec datax bash
-```
-
-2. 编辑 crontab 配置：
-
-```bash
-crontab -e
-```
-
-3. 添加定时任务：
-
-```bash
-# 每小时执行一次产品同步
-0 * * * * python /datax/bin/datax.py /datax/job/restful_to_mysql_products.json > /datax/log/products_sync_$(date +\%Y\%m\%d_\%H\%M\%S).log 2>&1
-
-# 每2小时执行一次订单同步
-0 */2 * * * python /datax/bin/datax.py /datax/job/restful_to_mysql_orders.json > /datax/log/orders_sync_$(date +\%Y\%m\%d_\%H\%M\%S).log 2>&1
-```
-
-4. 保存并退出编辑器。
-
-5. 重启 crontab 服务：
-
-```bash
-service cron restart
-```
-
-### 2.3 优点
-
-- **容器化管理**：定时任务与容器绑定，便于迁移和部署
-- **不依赖宿主机**：容器可以在任何 Docker 环境中运行，定时任务依然有效
-- **隔离性好**：定时任务只影响当前容器
-
-### 2.4 缺点
-
-- **配置复杂**：需要自定义 Docker 镜像
-- **日志管理**：日志默认保存在容器内部，需要通过卷挂载到宿主机
-- **容器重启影响**：容器重启后需要确保 crontab 服务自动启动
-
-## 3. 定时任务监控
-
-### 3.1 日志监控
-
-- **宿主机方式**：直接查看宿主机上的日志文件
-- **容器内方式**：通过 `docker-compose logs -f datax` 查看容器日志，或通过卷挂载查看日志文件
-
-### 3.2 执行状态监控
-
-1. **创建监控脚本**：
-
-```bash
-#!/bin/bash
-
-# 检查产品同步日志
-PRODUCTS_LOG=$(ls -t /Users/zksu/Developer/work/workcode/API-vendor/container/datax/log/products_sync_*.log | head -1)
-if [ -f "$PRODUCTS_LOG" ]; then
-  echo "产品同步最后执行时间：$(date -r $PRODUCTS_LOG)"
-  echo "执行结果：$(tail -1 $PRODUCTS_LOG)"
-else
-  echo "产品同步日志不存在"
-fi
-
-# 检查订单同步日志
-ORDERS_LOG=$(ls -t /Users/zksu/Developer/work/workcode/API-vendor/container/datax/log/orders_sync_*.log | head -1)
-if [ -f "$ORDERS_LOG" ]; then
-  echo "订单同步最后执行时间：$(date -r $ORDERS_LOG)"
-  echo "执行结果：$(tail -1 $ORDERS_LOG)"
-else
-  echo "订单同步日志不存在"
-fi
-```
-
-2. 给脚本执行权限：
-
-```bash
-chmod +x /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/check_sync_status.sh
-```
-
-3. 执行监控脚本：
-
-```bash
-/Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/check_sync_status.sh
-```
-
-### 3.3 告警机制
-
-可以结合以下工具实现告警机制：
-
-- **Prometheus + Grafana**：监控同步任务执行状态和时间
-- **ELK Stack**：收集和分析同步日志，设置告警规则
-- **企业微信/钉钉机器人**：通过脚本检查执行结果，发送告警通知
-
-## 4. 最佳实践
-
-### 4.1 选择合适的方式
-
-- **小型项目/测试环境**：推荐使用宿主机 crontab 方式，配置简单
-- **大型项目/生产环境**：推荐使用容器内 crontab 方式，便于管理和迁移
-- **需要高可用**：考虑使用专门的任务调度工具，如 Apache Airflow、XXL-JOB 等
-
-### 4.2 日志管理
-
-- **设置合理的日志保留时间**：避免日志文件过大
-- **使用日志轮转**：定期压缩和清理旧日志
-- **集中日志管理**：将日志发送到 ELK 或其他日志管理系统
-
-### 4.3 错误处理
-
-- **添加重试机制**：在脚本中添加失败重试逻辑
-- **设置超时时间**：避免单个任务执行时间过长
-- **及时告警**：同步失败时立即发送告警通知
-
-### 4.4 性能优化
-
-- **合理设置同步频率**：根据数据更新频率设置合适的同步间隔
-- **使用增量同步**：只同步新增或修改的数据，减少同步时间
-- **调整并发数**：根据系统资源和 API 限制调整 DataX 的并发通道数
-
-## 5. 示例：完整的宿主机 Crontab 配置
-
-### 5.1 产品同步脚本 (`sync_products.sh`)
-
-```bash
-#!/bin/bash
-
-# 设置工作目录
-cd /Users/zksu/Developer/work/workcode/API-vendor/container
-
-# 记录开始时间
-echo "[$(date '+%Y-%m-%d %H:%M:%S')] 开始执行产品同步..." > /tmp/products_sync_start.log
-
-# 执行 DataX 作业
-docker-compose exec -T datax python /datax/bin/datax.py /datax/job/restful_to_mysql_products.json > /Users/zksu/Developer/work/workcode/API-vendor/container/datax/log/products_sync_$(date +%Y%m%d_%H%M%S).log 2>&1
-
-# 检查执行结果
-if [ $? -eq 0 ]; then
-    echo "[$(date '+%Y-%m-%d %H:%M:%S')] 产品同步执行成功" >> /tmp/products_sync_start.log
-else
-    echo "[$(date '+%Y-%m-%d %H:%M:%S')] 产品同步执行失败" >> /tmp/products_sync_start.log
-    # 发送告警通知（示例：企业微信机器人）
-    curl -s -H "Content-Type: application/json" -d '{"msgtype": "text", "text": {"content": "产品同步执行失败，请查看日志"}}' https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=your_webhook_key
-fi
-```
-
-### 5.2 Crontab 配置
-
-```bash
-# 每小时执行一次产品同步
-0 * * * * /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_products.sh
-
-# 每2小时执行一次订单同步
-0 */2 * * * /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_orders.sh
-
-# 每天凌晨3点执行所有同步
-0 3 * * * /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_products.sh && /Users/zksu/Developer/work/workcode/API-vendor/container/datax/scripts/sync_orders.sh
-
-# 每天凌晨4点清理7天前的日志
-0 4 * * * find /Users/zksu/Developer/work/workcode/API-vendor/container/datax/log -name "*.log" -mtime +7 -delete
-```
-
-## 6. 扩展阅读
-
-- [Crontab 语法详解](https://crontab.guru/)
-- [Docker 容器中使用 Crontab](https://docs.docker.com/config/containers/multi-service_container/)
-- [Apache Airflow 官方文档](https://airflow.apache.org/docs/)
-- [XXL-JOB 官方文档](https://www.xuxueli.com/xxl-job/)
diff --git a/docs/datax/woocommerce_api_config.md b/docs/datax/woocommerce_api_config.md
deleted file mode 100644
index dde0a4a..0000000
--- a/docs/datax/woocommerce_api_config.md
+++ /dev/null
@@ -1,312 +0,0 @@
-# Woocommerce API 配置指南
-
-## 1. 认证方式配置
-
-Woocommerce API 支持两种认证方式：Basic Auth 和 OAuth 1.0a。对于使用 `customer_key` 和 `customer_secret` 的情况，我们需要使用 OAuth 1.0a 认证。
-
-### 1.1 OAuth 1.0a 认证配置
-
-在 DataX 的 RESTful Reader 中，我们可以通过自定义请求参数和签名来实现 OAuth 1.0a 认证。以下是配置示例：
-
-```json
-{
-  "reader": {
-    "name": "restfulreader",
-    "parameter": {
-      "url": "https://your-woocommerce-site.com/wp-json/wc/v3/products",
-      "method": "GET",
-      "headers": {
-        "Accept": "application/json"
-      },
-      "requestParams": {
-        "consumer_key": "your_consumer_key",
-        "consumer_secret": "your_consumer_secret"
-      },
-      "pagination": {
-        "type": "page",
-        "pageSize": 100,
-        "pageNum": 1,
-        "totalCount": 1000
-      },
-      "dataPath": "$.*",
-      "column": [
-        // 列配置
-      ]
-    }
-  }
-}
-```
-
-### 1.2 认证参数说明
-
-- `consumer_key`: Woocommerce 后台生成的消费者密钥
-- `consumer_secret`: Woocommerce 后台生成的消费者密钥密码
-
-### 1.3 获取消费者密钥
-
-1. 登录 Woocommerce 后台
-2. 进入 `WooCommerce > 设置 > 高级 > REST API`
-3. 点击 `添加密钥` 按钮
-4. 填写描述，选择用户和权限
-5. 点击 `生成 API 密钥`
-6. 保存生成的 `consumer_key` 和 `consumer_secret`
-
-## 2. 分页获取全部数据
-
-Woocommerce API 默认一次最多返回 100 条数据，要获取全部数据，我们需要使用分页机制。DataX 的 RESTful Reader 支持多种分页方式，这里我们使用基于页码的分页。
-
-### 2.1 分页配置示例
-
-```json
-{
-  "pagination": {
-    "type": "page",
-    "pageSize": 100,
-    "pageNum": 1,
-    "totalCount": 1000,
-    "pageToken": {
-      "offset": 0,
-      "limit": 100
-    },
-    "pageUrlTemplate": "${url}?page=${pageNum}&per_page=${pageSize}"
-  }
-}
-```
-
-### 2.2 分页参数说明
-
-| 参数名 | 说明 | 默认值 |
-|--------|------|--------|
-| `type` | 分页类型，支持 `page`（基于页码）、`offset`（基于偏移量）、`cursor`（基于游标） | 无 |
-| `pageSize` | 每页数据条数 | 100 |
-| `pageNum` | 起始页码 | 1 |
-| `totalCount` | 预估总数据量，用于计算总页数 | 1000 |
-| `pageUrlTemplate` | 分页 URL 模板，用于构建请求 URL | 无 |
-
-### 2.3 动态获取总数据量
-
-为了确保获取全部数据，我们可以先请求一次 API 获取总数据量，然后再进行分页请求。以下是实现思路：
-
-1. 首先发送一次请求，获取总数据量
-2. 根据总数据量和每页条数计算总页数
-3. 遍历所有页码，获取全部数据
-
-### 2.4 完整的分页配置示例
-
-```json
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "restfulreader",
-          "parameter": {
-            "url": "https://your-woocommerce-site.com/wp-json/wc/v3/products",
-            "method": "GET",
-            "headers": {
-              "Accept": "application/json"
-            },
-            "requestParams": {
-              "consumer_key": "your_consumer_key",
-              "consumer_secret": "your_consumer_secret",
-              "per_page": 100
-            },
-            "pagination": {
-              "type": "page",
-              "pageSize": 100,
-              "pageNum": 1,
-              "totalCount": 0,
-              "dynamicTotalCount": true,
-              "totalCountPath": "$['X-WP-Total']",
-              "pageUrlTemplate": "${url}?page=${pageNum}&per_page=${pageSize}&consumer_key=${requestParams.consumer_key}&consumer_secret=${requestParams.consumer_secret}"
-            },
-            "dataPath": "$.*",
-            "column": [
-              {
-                "name": "id",
-                "type": "long"
-              },
-              {
-                "name": "name",
-                "type": "string"
-              },
-              {
-                "name": "sku",
-                "type": "string"
-              },
-              {
-                "name": "price",
-                "type": "string"
-              },
-              {
-                "name": "stock_quantity",
-                "type": "long"
-              },
-              {
-                "name": "created_at",
-                "type": "string"
-              }
-            ]
-          }
-        },
-        "writer": {
-          // 写入配置
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
-```
-
-## 3. 完整的作业配置示例
-
-以下是一个完整的从 Woocommerce API 获取产品数据并写入 MySQL 的作业配置，包含了 OAuth 1.0a 认证和分页配置：
-
-```json
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "restfulreader",
-          "parameter": {
-            "url": "https://your-woocommerce-site.com/wp-json/wc/v3/products",
-            "method": "GET",
-            "headers": {
-              "Accept": "application/json"
-            },
-            "requestParams": {
-              "consumer_key": "ck_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
-              "consumer_secret": "cs_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
-              "per_page": 100
-            },
-            "pagination": {
-              "type": "page",
-              "pageSize": 100,
-              "pageNum": 1,
-              "totalCount": 0,
-              "dynamicTotalCount": true,
-              "totalCountPath": "$['X-WP-Total']",
-              "pageUrlTemplate": "${url}?page=${pageNum}&per_page=${pageSize}&consumer_key=${requestParams.consumer_key}&consumer_secret=${requestParams.consumer_secret}"
-            },
-            "dataPath": "$.*",
-            "column": [
-              {
-                "name": "id",
-                "type": "long"
-              },
-              {
-                "name": "name",
-                "type": "string"
-              },
-              {
-                "name": "sku",
-                "type": "string"
-              },
-              {
-                "name": "price",
-                "type": "string"
-              },
-              {
-                "name": "stock_quantity",
-                "type": "long"
-              },
-              {
-                "name": "created_at",
-                "type": "string"
-              }
-            ]
-          }
-        },
-        "writer": {
-          "name": "mysqlwriter",
-          "parameter": {
-            "writeMode": "replace",
-            "username": "root",
-            "password": "123345678",
-            "column": [
-              "id",
-              "name",
-              "sku",
-              "price",
-              "stock_quantity",
-              "created_at"
-            ],
-            "connection": [
-              {
-                "jdbcUrl": "jdbc:mysql://host.docker.internal:23306/inventory_v2?useUnicode=true&characterEncoding=utf-8",
-                "table": [
-                  "products"
-                ]
-              }
-            ]
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
-```
-
-## 4. 常见问题及解决方案
-
-### 4.1 认证失败
-
-**问题**：API 请求返回 401 Unauthorized
-
-**解决方案**：
-1. 检查 `consumer_key` 和 `consumer_secret` 是否正确
-2. 确保 API 用户具有足够的权限
-3. 检查 API 版本是否正确
-
-### 4.2 分页失效
-
-**问题**：只获取到部分数据，分页没有生效
-
-**解决方案**：
-1. 检查分页类型配置是否正确
-2. 确保 `pageUrlTemplate` 配置正确
-3. 检查 `totalCount` 是否设置合理
-4. 启用 `dynamicTotalCount` 动态获取总数据量
-
-### 4.3 请求频率限制
-
-**问题**：API 请求返回 429 Too Many Requests
-
-**解决方案**：
-1. 减少每页请求的数据量
-2. 增加请求间隔时间
-3. 联系 Woocommerce 支持调整 API 速率限制
-
-### 4.4 数据类型不匹配
-
-**问题**：数据写入数据库时类型不匹配
-
-**解决方案**：
-1. 检查 DataX 配置中的列类型与数据库表结构是否匹配
-2. 使用 DataX 的转换器功能进行数据类型转换
-3. 在读取阶段指定正确的数据类型
-
-## 5. 性能优化建议
-
-1. **调整分页大小**：根据 API 限制和网络状况调整 `pageSize`，建议设置为 API 允许的最大值（100）
-2. **增加并发通道**：在 DataX 作业配置中增加 `channel` 数量，提高数据同步速度
-3. **使用增量同步**：通过添加时间过滤条件，只同步新增或修改的数据
-4. **优化数据库写入**：使用 `insert` 或 `update` 模式替代 `replace` 模式，减少数据库操作开销
-5. **定期清理日志**：定期清理 DataX 日志文件，避免磁盘空间不足
-
-## 6. 扩展阅读
-
-- [Woocommerce REST API 文档](https://woocommerce.github.io/woocommerce-rest-api-docs/)
-- [DataX RESTful Reader 文档](https://github.com/alibaba/DataX/blob/master/restfulreader/doc/restfulreader.md)
-- [DataX MySQL Writer 文档](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md)