{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f698c340",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8800f2ff",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "正在筛选日期为：2026-02-23 的任务...\n",
      "正在从简道云获取源数据...\n",
      "已获取 73 条数据\n",
      "API 返回原始数据条数: 73\n",
      "{'_id': '699b9891bb267647270882ac', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T00:00:17.084Z', 'updateTime': '2026-02-23T00:00:17.084Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': '简道云员工ID表更新', '_widget_1744873387501': '2026-02-23T00:00:01.000Z', '_widget_1744873387502': '2026-02-23T00:00:16.000Z', '_widget_1744873387504': '15', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
      "{'_id': '699b98cbe276a38cb2450192', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T00:01:15.225Z', 'updateTime': '2026-02-23T00:01:15.225Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': '省市区人员关系表转BI', '_widget_1744873387501': '2026-02-23T00:00:22.000Z', '_widget_1744873387502': '2026-02-23T00:01:14.000Z', '_widget_1744873387504': '52', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
      "{'_id': '699b98da14a266a4faaec87b', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T00:01:30.245Z', 'updateTime': '2026-02-23T00:01:30.245Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': '非标业绩提报转BI', '_widget_1744873387501': '2026-02-23T00:01:22.000Z', '_widget_1744873387502': '2026-02-23T00:01:29.000Z', '_widget_1744873387504': '7', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
      "{'_id': '699b98e7506e3a1c9db63a1a', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T00:01:43.368Z', 'updateTime': '2026-02-23T00:01:43.368Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': '字段监控', '_widget_1744873387501': '2026-02-23T00:00:01.000Z', '_widget_1744873387502': '2026-02-23T00:01:42.000Z', '_widget_1744873387504': '101', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
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      "{'_id': '699b9a023fa4592f7ff27d2b', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T00:06:26.403Z', 'updateTime': '2026-02-23T00:06:26.403Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': '分子报备调整', '_widget_1744873387501': '2026-02-23T00:06:23.000Z', '_widget_1744873387502': '2026-02-23T00:06:26.000Z', '_widget_1744873387504': '3', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
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      "{'_id': '699ba149bb2676472710a0fe', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T00:37:29.703Z', 'updateTime': '2026-02-23T00:37:29.703Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': '简道云海外项目CRM客户档案迁移BI', '_widget_1744873387501': '2026-02-23T00:37:28.000Z', '_widget_1744873387502': '2026-02-23T00:37:29.000Z', '_widget_1744873387504': '1', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
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      "{'_id': '699ba91f5debe6469c395fb9', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T01:10:55.697Z', 'updateTime': '2026-02-23T01:10:55.697Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': '接车宝日常派发', '_widget_1744873387501': '2026-02-23T01:10:32.000Z', '_widget_1744873387502': '2026-02-23T01:10:55.000Z', '_widget_1744873387504': '23', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
      "{'_id': '699bacabded5b58a521b70f0', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T01:26:03.296Z', 'updateTime': '2026-02-23T01:26:03.296Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': '新签客户回访', '_widget_1744873387501': '2026-02-23T01:05:32.000Z', '_widget_1744873387502': '2026-02-23T01:26:02.000Z', '_widget_1744873387504': '1230', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
      "{'_id': '699bb02f057a5fdbf0f7a2ff', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T01:41:03.569Z', 'updateTime': '2026-02-23T01:41:03.569Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': '续约客户回访', '_widget_1744873387501': '2026-02-23T01:08:32.000Z', '_widget_1744873387502': '2026-02-23T01:41:03.000Z', '_widget_1744873387504': '1951', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
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      "{'_id': '699cdbf6314eb23a7b3b1120', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T23:00:06.937Z', 'updateTime': '2026-02-23T23:00:06.937Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': '简道云员工ID表更新', '_widget_1744873387501': '2026-02-23T23:00:01.000Z', '_widget_1744873387502': '2026-02-23T23:00:06.000Z', '_widget_1744873387504': '5', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
      "{'_id': '699cdc57a4b0d9369b4bc3a2', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T23:01:43.061Z', 'updateTime': '2026-02-23T23:01:43.061Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': '字段监控', '_widget_1744873387501': '2026-02-23T23:00:02.000Z', '_widget_1744873387502': '2026-02-23T23:01:42.000Z', '_widget_1744873387504': '100', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
      "{'_id': '699ce3b61278494a26043fb2', 'creator': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'updater': {'name': 'F6汽车科技', 'username': '#admin', 'status': 1, 'type': 0}, 'deleter': None, 'createTime': '2026-02-23T23:33:10.251Z', 'updateTime': '2026-02-23T23:33:10.251Z', 'deleteTime': None, '_widget_1744873387500': '2026-02-23T00:00:00.000Z', '_widget_1743644977694': 'NGV新增数据', '_widget_1744873387501': '2026-02-23T23:30:25.000Z', '_widget_1744873387502': '2026-02-23T23:33:09.000Z', '_widget_1744873387504': '164', 'appId': '6694d3c4fcb69ca9a111a6c4', 'entryId': '67ede908eb9c22261016466e'}\n",
      "正在计算 [2026-02-23] 的 48 个时间槽并发情况...\n",
      "正在写入 48 条统计数据到目标表单...\n",
      "{'code': 200, 'msg': '处理完成。统计日期：2026-02-23, 成功批次: 1/1', 'detail': [{'status': 'success', 'success_count': 48, 'success_ids': ['699d7316e1be306334210cab', '699d7316e1be306334210cac', '699d7316e1be306334210cad', '699d7316e1be306334210cae', '699d7316e1be306334210caf', '699d7316e1be306334210cb0', '699d7316e1be306334210cb1', '699d7316e1be306334210cb2', '699d7316e1be306334210cb3', '699d7316e1be306334210cb4', '699d7316e1be306334210cb5', '699d7316e1be306334210cb6', '699d7316e1be306334210cb7', '699d7316e1be306334210cb8', '699d7316e1be306334210cb9', '699d7316e1be306334210cba', '699d7316e1be306334210cbb', '699d7316e1be306334210cbc', '699d7316e1be306334210cbd', '699d7316e1be306334210cbe', '699d7316e1be306334210cbf', '699d7316e1be306334210cc0', '699d7316e1be306334210cc1', '699d7316e1be306334210cc2', '699d7316e1be306334210cc3', '699d7316e1be306334210cc4', '699d7316e1be306334210cc5', '699d7316e1be306334210cc6', '699d7316e1be306334210cc7', '699d7316e1be306334210cc8', '699d7316e1be306334210cc9', '699d7316e1be306334210cca', '699d7316e1be306334210ccb', '699d7316e1be306334210ccc', '699d7316e1be306334210ccd', '699d7316e1be306334210cce', '699d7316e1be306334210ccf', '699d7316e1be306334210cd0', '699d7316e1be306334210cd1', '699d7316e1be306334210cd2', '699d7316e1be306334210cd3', '699d7316e1be306334210cd4', '699d7316e1be306334210cd5', '699d7316e1be306334210cd6', '699d7316e1be306334210cd7', '699d7316e1be306334210cd8', '699d7316e1be306334210cd9', '699d7316e1be306334210cda']}]}\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "from datetime import datetime, timedelta\n",
    "import requests\n",
    "import time\n",
    "from decimal import Decimal\n",
    "\n",
    "# ================= 辅助函数定义 =================\n",
    "\n",
    "def replace_decimals(obj):\n",
    "    if isinstance(obj, dict):\n",
    "        return {k: replace_decimals(v) for k, v in obj.items()}\n",
    "    elif isinstance(obj, list):\n",
    "        return [replace_decimals(item) for item in obj]\n",
    "    elif isinstance(obj, Decimal):\n",
    "        return float(obj)\n",
    "    return obj\n",
    "\n",
    "class NpEncoder(json.JSONEncoder):\n",
    "    def default(self, obj):\n",
    "        try:\n",
    "            import numpy as np\n",
    "            if isinstance(obj, np.integer):\n",
    "                return int(obj)\n",
    "            elif isinstance(obj, np.floating):\n",
    "                return float(obj)\n",
    "            elif isinstance(obj, np.ndarray):\n",
    "                return obj.tolist()\n",
    "        except ImportError:\n",
    "            pass\n",
    "        return super(NpEncoder, self).default(obj)\n",
    "\n",
    "def entry_data_list(data: dict, replace: bool = False, max_retries: int = 20):\n",
    "    \"\"\"获取多条表单数据\"\"\"\n",
    "    url = 'https://api.jiandaoyun.com/api/v5/app/entry/data/list'\n",
    "    API_TOKEN = \"Bearer qygHulymo1fekJk4CIZyNKjyQAzG8CFN\"\n",
    "    headers = {\n",
    "        'Authorization': API_TOKEN,\n",
    "        'Content-Type': 'application/json'\n",
    "    }\n",
    "    \n",
    "    all_data_batches = []\n",
    "    last_data_id = None\n",
    "    exit_flag = False\n",
    "    \n",
    "    while True:\n",
    "        payload = json.dumps({\n",
    "            \"app_id\": data['api_key'],\n",
    "            \"entry_id\": data['entry_id'],\n",
    "            \"limit\": 90,\n",
    "            \"data_id\": last_data_id,\n",
    "            \"filter\": data.get('filter', None)\n",
    "        })\n",
    "        retries = 0\n",
    "        while retries <= max_retries:\n",
    "            data_get = None\n",
    "            try:\n",
    "                res = requests.post(url=url, data=payload, headers=headers, timeout=10)\n",
    "                res.raise_for_status()\n",
    "                data_get = res.json()\n",
    "                \n",
    "                if data_get.get(\"data\"):\n",
    "                    all_data_batches.extend(data_get['data'])\n",
    "                    last_data_id = data_get['data'][-1].get('_id')\n",
    "                    print(f\"已获取 {len(all_data_batches)} 条数据\")\n",
    "                    break\n",
    "                else:\n",
    "                    exit_flag = True\n",
    "                    break\n",
    "            except requests.exceptions.RequestException as e:\n",
    "                print(f\"请求异常: {e}, 重试 ({retries+1}/{max_retries})\")\n",
    "                retries += 1\n",
    "                time.sleep(0.5)\n",
    "        \n",
    "        if retries > max_retries:\n",
    "            print(\"达到最大重试次数，停止获取。\")\n",
    "            break\n",
    "        if exit_flag:\n",
    "            break\n",
    "\n",
    "    final_data = {'data': all_data_batches}\n",
    "    \n",
    "    if replace:\n",
    "        print(\"警告：replace=True 但 field_replacement 函数未在此脚本定义，将返回原始数据。\")\n",
    "        # 如果需要替换，请确保环境中定义了 field_replacement 函数\n",
    "        # return_data = field_replacement(data, final_data) \n",
    "        # return return_data\n",
    "        return final_data\n",
    "    else:\n",
    "        return final_data\n",
    "\n",
    "def entry_data_batch_create(data: dict, chunk_size: int = 90, max_retries: int = 20):\n",
    "    \"\"\"新建多条数据\"\"\"\n",
    "    data = replace_decimals(data)\n",
    "    url = 'https://api.jiandaoyun.com/api/v5/app/entry/data/batch_create'\n",
    "    API_TOKEN = \"Bearer qygHulymo1fekJk4CIZyNKjyQAzG8CFN\"\n",
    "    headers = {\n",
    "        'Authorization': API_TOKEN,\n",
    "        'Content-Type': 'application/json'\n",
    "    }\n",
    "\n",
    "    total_length = len(data['data_list'])\n",
    "    num_chunks = (total_length + chunk_size - 1) // chunk_size\n",
    "    data_get_list = []\n",
    "\n",
    "    for i in range(num_chunks):\n",
    "        start_index = i * chunk_size\n",
    "        end_index = min(start_index + chunk_size, total_length)\n",
    "        \n",
    "        payload = json.dumps({\n",
    "            \"app_id\": data['api_key'],\n",
    "            \"entry_id\": data['entry_id'],\n",
    "            \"data_list\": data['data_list'][start_index:end_index],\n",
    "            \"is_start_workflow\": data.get('is_start_workflow', \"false\"),\n",
    "            \"is_start_trigger\": data.get('is_start_trigger', \"false\"),\n",
    "        }, cls=NpEncoder)\n",
    "        \n",
    "        retries = 0\n",
    "        while retries <= max_retries:\n",
    "            try:\n",
    "                res = requests.post(url=url, data=payload, headers=headers, timeout=15)\n",
    "                res.raise_for_status()\n",
    "                data_get = res.json()\n",
    "                \n",
    "                if data_get.get(\"status\") == \"success\":\n",
    "                    data_get_list.append(data_get)\n",
    "                    break\n",
    "                else:\n",
    "                    retries += 1\n",
    "                    time.sleep(3)\n",
    "            except requests.exceptions.RequestException as e:\n",
    "                print(f\"批量创建请求异常: {e}\")\n",
    "                retries += 1\n",
    "                time.sleep(0.5)\n",
    "        \n",
    "        if retries > max_retries:\n",
    "            print(f\"批次 {i+1}/{num_chunks} 请求失败，已放弃。\")\n",
    "            data_get_list.append(None)\n",
    "\n",
    "    return data_get_list\n",
    "\n",
    "# ================= 主业务逻辑 =================\n",
    "\n",
    "def calculate_server_load():\n",
    "    # --- 配置 ---\n",
    "    APP_ID = \"6694d3c4fcb69ca9a111a6c4\"\n",
    "    SOURCE_FORM_ID = \"67ede908eb9c22261016466e\"\n",
    "    TARGET_FORM_ID = \"699d4f82ae9623e204969627\"\n",
    "    \n",
    "    # 【重要】请核实 ID\n",
    "    # 用于过滤和读取的“日期”字段 (精确到日)\n",
    "    WIDGET_DATE_FIELD = \"_widget_1744873387500\" \n",
    "    # 用于读取具体时间的“开始时间”和“结束时间”字段 (精确到时分秒)\n",
    "    # 注意：如果源表单只有一个“日期”字段而没有具体时间点，逻辑需要调整。\n",
    "    # 假设你仍有具体的开始/结束时间字段用于计算时长。如果没有，需确认如何计算30分钟槽。\n",
    "    # 此处假设你有具体的时分秒字段，如果只有日期字段，所有任务将被视为全天或无法计算精确并发。\n",
    "    # 如果你的业务逻辑是：只要日期是昨天，就算作昨天的任务，且没有具体时间点，\n",
    "    # 那么下面的时间解析部分需要适配。\n",
    "    # **这里假设你依然有具体的开始/结束时间组件用于计算并发**\n",
    "    WIDGET_START_TIME = \"_widget_1744873387501\" # 请替换为实际的开始时间(含时分) ID\n",
    "    WIDGET_END_TIME = \"_widget_1744873387502\"   # 请替换为实际的结束时间(含时分) ID\n",
    "    \n",
    "    now = datetime.now()\n",
    "    today_str = now.strftime(\"%Y-%m-%d\")\n",
    "    \n",
    "    # 计算昨天的日期\n",
    "    yesterday_dt = now - timedelta(days=1)\n",
    "    yesterday_str = yesterday_dt.strftime(\"%Y-%m-%d\")\n",
    "    \n",
    "    print(f\"正在筛选日期为：{yesterday_str} 的任务...\")\n",
    "\n",
    "    # --- 构造过滤器 ---\n",
    "    # 使用日期字段 (精确到日) 进行等值匹配\n",
    "    FILTER = {\n",
    "        \"rel\": \"and\",\n",
    "        \"cond\": [\n",
    "            {\n",
    "                \"field\": WIDGET_DATE_FIELD,\n",
    "                \"type\": \"date\",       # 注意这里是 date 不是 datetime\n",
    "                \"method\": \"eq\",       # 等于\n",
    "                \"value\": [yesterday_str] # 格式 YYYY-MM-DD\n",
    "            }\n",
    "        ]\n",
    "    }\n",
    "    \n",
    "    data = {\n",
    "        \"api_key\": APP_ID, \n",
    "        \"entry_id\": SOURCE_FORM_ID, \n",
    "        \"filter\": FILTER\n",
    "    } \n",
    "\n",
    "    print(\"正在从简道云获取源数据...\")\n",
    "    # 使用 replace=False，通过 Widget ID 获取\n",
    "    raw_response = entry_data_list(data, replace=False)\n",
    "    tasks_raw = raw_response.get(\"data\", [])\n",
    "    \n",
    "    if not tasks_raw:\n",
    "        print(f\"未获取到日期为 {yesterday_str} 的任务数据。\")\n",
    "        # 即使没有数据，也可以生成全0的统计表，或者根据需求直接返回\n",
    "        # 这里选择继续生成全0的统计\n",
    "        tasks = []\n",
    "    else:\n",
    "        print(f\"API 返回原始数据条数: {len(tasks_raw)}\")\n",
    "        tasks = []\n",
    "        for item in tasks_raw:\n",
    "            print(item)\n",
    "            # 获取具体时间值\n",
    "            s_val = item.get(WIDGET_START_TIME, {})\n",
    "            e_val = item.get(WIDGET_END_TIME, {})\n",
    "            \n",
    "            # 如果源数据只有日期没有具体时间，可能需要默认设为当天 00:00 到 23:59\n",
    "            # 这里假设必须有具体时间才能计算并发\n",
    "            if not s_val or not e_val:\n",
    "                # 兼容处理：如果只有日期字段，尝试用日期字段补全\n",
    "                # 如果业务上不需要精确到分，可在此处设定默认值\n",
    "                continue \n",
    "            \n",
    "            try:\n",
    "                # --- 核心修复：处理 ISO 8601 格式 (含 T 和 Z) ---\n",
    "                # 1. 转为字符串\n",
    "                s_str = str(s_val)\n",
    "                e_str = str(e_val)\n",
    "                \n",
    "                # 2. 替换 'T' 为空格，去掉 'Z' 和毫秒部分\n",
    "                # 示例: 2026-02-23T00:00:01.000Z -> 2026-02-23 00:00:01\n",
    "                s_clean = s_str.replace('T', ' ').replace('Z', '').split('.')[0]\n",
    "                e_clean = e_str.replace('T', ' ').replace('Z', '').split('.')[0]\n",
    "                \n",
    "                # 3. 解析\n",
    "                s_dt = datetime.strptime(s_clean, \"%Y-%m-%d %H:%M:%S\")\n",
    "                e_dt = datetime.strptime(e_clean, \"%Y-%m-%d %H:%M:%S\")\n",
    "                \n",
    "                tasks.append({\"start\": s_dt, \"end\": e_dt})\n",
    "                \n",
    "            except Exception as e:\n",
    "                # 调试用：打印具体哪条数据失败\n",
    "                print(f\"解析失败: {s_val}, 错误: {e}\")\n",
    "                continue\n",
    "\n",
    "    # --- 确定统计哪一天的时间槽 ---\n",
    "    # 既然过滤的是昨天的数据，推测你需要生成【昨天】的负载报表\n",
    "    stats_date_str = yesterday_str\n",
    "    base_time = datetime.strptime(stats_date_str, \"%Y-%m-%d\")\n",
    "    stats_date_end = base_time + timedelta(days=1)\n",
    "    \n",
    "    print(f\"正在计算 [{stats_date_str}] 的 48 个时间槽并发情况...\")\n",
    "    \n",
    "    # 目标表单 Widget ID (请替换为真实 ID)\n",
    "    WIDGET_T_DATE = \"_widget_1771917185994\"\n",
    "    WIDGET_T_SLOT = \"_widget_1771917185995\"\n",
    "    WIDGET_T_COUNT = \"_widget_1771917185996\"\n",
    "    WIDGET_T_IDLE = \"_widget_1771917264186\"\n",
    "    WIDGET_T_NORMAL = \"_widget_1771917918805\"\n",
    "    WIDGET_T_BUSY = \"_widget_1771917918806\"\n",
    "\n",
    "    slots = []\n",
    "    for i in range(48): \n",
    "        slot_start = base_time + timedelta(minutes=i*30)\n",
    "        slot_end = slot_start + timedelta(minutes=30)\n",
    "        \n",
    "        count = 0\n",
    "        for t in tasks:\n",
    "            # 判断任务是否与该30分钟槽有重叠\n",
    "            if t[\"start\"] < slot_end and slot_start < t[\"end\"]:\n",
    "                count += 1\n",
    "        \n",
    "        is_idle = 1 if count == 0 else 0\n",
    "        is_normal = 1 if 1 <= count <= 3 else 0\n",
    "        is_busy = 1 if count > 3 else 0\n",
    "        \n",
    "        slots.append({\n",
    "            WIDGET_T_DATE: {\"value\": stats_date_str},\n",
    "            WIDGET_T_SLOT: {\"value\": slot_start.strftime(\"%H:%M\")},\n",
    "            WIDGET_T_COUNT: {\"value\": count},\n",
    "            WIDGET_T_IDLE: {\"value\": is_idle},\n",
    "            WIDGET_T_NORMAL: {\"value\": is_normal},\n",
    "            WIDGET_T_BUSY: {\"value\": is_busy},\n",
    "        })\n",
    "\n",
    "    if not slots:\n",
    "        return {\"code\": 200, \"msg\": \"未生成时间槽数据\"}\n",
    "        \n",
    "    payload = {\n",
    "        \"api_key\": APP_ID,\n",
    "        \"entry_id\": TARGET_FORM_ID,\n",
    "        \"data_list\": slots,\n",
    "        \"is_start_workflow\": \"false\", \n",
    "        \"is_start_trigger\": \"false\"\n",
    "    }\n",
    "    \n",
    "    print(f\"正在写入 {len(slots)} 条统计数据到目标表单...\")\n",
    "    result = entry_data_batch_create(payload)\n",
    "    \n",
    "    success_count = sum(1 for r in result if r and r.get(\"status\") == \"success\")\n",
    "    \n",
    "    return {\n",
    "        \"code\": 200, \n",
    "        \"msg\": f\"处理完成。统计日期：{stats_date_str}, 成功批次: {success_count}/{len(result)}\", \n",
    "        \"detail\": result\n",
    "    }\n",
    "\n",
    "# 如果需要直接运行测试\n",
    "if __name__ == \"__main__\":\n",
    "    # 确保在实际运行前替换了所有 WIDGET_ID\n",
    "    res = calculate_server_load()\n",
    "    print(res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "342edfbf",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    },
    {
     "ename": "AttributeError",
     "evalue": "'str' object has no attribute 'get'",
     "output_type": "error",
     "traceback": [
      "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
      "\u001b[31mAttributeError\u001b[39m                            Traceback (most recent call last)",
      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[2]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m result = \u001b[43mcalculate_server_load\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[32m      2\u001b[39m result\n",
      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[1]\u001b[39m\u001b[32m, line 226\u001b[39m, in \u001b[36mcalculate_server_load\u001b[39m\u001b[34m()\u001b[39m\n\u001b[32m    223\u001b[39m tasks = []\n\u001b[32m    224\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m item \u001b[38;5;129;01min\u001b[39;00m tasks_raw:\n\u001b[32m    225\u001b[39m     \u001b[38;5;66;03m# 使用 Widget ID 获取值\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m226\u001b[39m     s_val = \u001b[43mitem\u001b[49m\u001b[43m.\u001b[49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[43mWIDGET_START_TIME\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m{\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\u001b[43m.\u001b[49m\u001b[43mget\u001b[49m(\u001b[33m'\u001b[39m\u001b[33mvalue\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m    227\u001b[39m     e_val = item.get(WIDGET_END_TIME, {}).get(\u001b[33m'\u001b[39m\u001b[33mvalue\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m    229\u001b[39m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m s_val \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m e_val:\n",
      "\u001b[31mAttributeError\u001b[39m: 'str' object has no attribute 'get'"
     ]
    }
   ],
   "source": [
    "result = calculate_server_load()\n",
    "result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "60531b14",
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'tasks_raw' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
      "\u001b[31mNameError\u001b[39m                                 Traceback (most recent call last)",
      "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[3]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[43mtasks_raw\u001b[49m\n",
      "\u001b[31mNameError\u001b[39m: name 'tasks_raw' is not defined"
     ]
    }
   ],
   "source": [
    "tasks_raw"
   ]
  }
 ],
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   "codemirror_mode": {
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