{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "\n", "import requests\n", "import json\n", "\n", "start_time = \"2021-12-30 00:00:00\"\n", "end_time = \"2021-12-31 00:00:00\"\n", "url = 'http://open.li-ai.com.cn/admin/v1/deviceFault'\n", "headers = {'Content-Type':\"application/json; charset=utf-8\",\"token\":\"2A26DD0ADE53456D928562A17131A3B5\"}\n", "data = {\"startTime\":start_time}\n", "response = requests.post(url, json=data, headers=headers)\n", "# df = pd.DataFrame(columns=['sn', 'imei','faultTime', 'updateTime', 'overTime', 'faultStatus', 'questionType', 'questionTypeText', 'childProblem','childProblemText'])\n", "df = pd.DataFrame()\n", "for d in json.loads(response.text)[\"data\"]:\n", " df = df.append(d, ignore_index=True)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ 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snimeifaultTimeupdateTimeoverTimefaultStatusquestionTypequestionTypeTextchildProblemchildProblemText
0MGMLXN750N218C011None2021-12-30 06:11:002021-12-31 19:54:32None4NoneNoneNone[]
1MGMLXN750N218C011None2021-12-30 06:11:002021-12-31 19:54:322021-12-31 19:54:324NoneNoneNone[]
2PK504B00100004068None2021-12-30 06:52:032021-12-31 19:54:32None3NoneNoneNone[]
3PK504B10100004365None2021-12-30 06:59:402021-12-31 19:54:32None2NoneNoneNone[]
4PK50001A100000325None2021-12-30 08:30:432021-12-31 19:54:32None4NoneNoneNone[]
5PK50001A100000325None2021-12-30 08:30:432021-12-31 19:54:322021-12-31 19:54:324NoneNoneNone[]
6PK50001A100000325None2021-12-30 08:30:432021-12-31 19:54:322021-12-31 19:54:324NoneNoneNone[]
7PK50001A100000325None2021-12-30 08:30:432021-12-31 19:54:322021-12-31 19:54:324NoneNoneNone[]
8PK50001A100000325None2021-12-30 08:30:432021-12-31 19:54:322021-12-31 19:54:324NoneNoneNone[]
9PK50001A100000325None2021-12-30 08:30:432021-12-31 19:54:322021-12-31 19:54:324NoneNoneNone[]
10PK50001A100000326None2021-12-30 10:37:57NoneNoneNone39电池无问题[]
11MGMCLN750N215I002None2021-12-30 10:47:19NoneNoneNone39电池无问题[]
12PK504B10100003041None2021-12-30 11:34:50NoneNoneNone39电池无问题[]
13MGMCLN750N215I035None2021-12-30 11:42:50NoneNoneNone39电池无问题[]
14MGMLXN750N21AT026None2021-12-30 12:29:40NoneNoneNone40软件质量51[阈值设置错误]
15MGMCLN750N215N137None2021-12-30 13:00:28NoneNoneNone39电池无问题[]
16PK500A20100000850None2021-12-30 13:14:17NoneNoneNone39电池无问题[]
17MGMLXN750N21AN011None2021-12-30 13:28:01NoneNoneNone39电池无问题[]
18MGMCLN750N215N113None2021-12-30 14:15:492022-01-04 14:09:15None0NoneNoneNone[]
19MGMCLN750N215N113None2021-12-30 14:15:492022-01-04 14:09:152021-12-30 15:48:050NoneNoneNone[]
20MGMCLN750N215N113None2021-12-30 14:15:492022-01-04 14:09:152021-12-30 16:45:540NoneNoneNone[]
21PK50001A100000326None2021-12-30 15:24:47NoneNoneNone39电池无问题[]
22MGMCLN750N215N204None2021-12-30 15:47:08NoneNoneNone39电池无问题[]
23MGMLXN750N21AT026None2021-12-30 15:53:242022-01-04 14:09:15None1NoneNoneNone[]
24MGMLXN750N21AT026None2021-12-30 15:53:242022-01-04 14:09:152021-12-30 16:49:541NoneNoneNone[]
25PK50001A100000285None2021-12-30 16:25:06NoneNoneNone39电池无问题[]
26PK500A20100000925None2021-12-30 16:27:332022-01-05 08:00:30None2NoneNoneNone[]
27PK500A20100000925None2021-12-30 16:27:332022-01-05 08:00:302022-01-05 09:50:402NoneNoneNone[]
28MGMLXN750N21AN043None2021-12-30 20:42:48NoneNoneNone39电池无问题80,44[用户车辆问题]
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" ], "text/plain": [ " sn imei faultTime updateTime \\\n", "0 MGMLXN750N218C011 None 2021-12-30 06:11:00 2021-12-31 19:54:32 \n", "1 MGMLXN750N218C011 None 2021-12-30 06:11:00 2021-12-31 19:54:32 \n", "2 PK504B00100004068 None 2021-12-30 06:52:03 2021-12-31 19:54:32 \n", "3 PK504B10100004365 None 2021-12-30 06:59:40 2021-12-31 19:54:32 \n", "4 PK50001A100000325 None 2021-12-30 08:30:43 2021-12-31 19:54:32 \n", "5 PK50001A100000325 None 2021-12-30 08:30:43 2021-12-31 19:54:32 \n", "6 PK50001A100000325 None 2021-12-30 08:30:43 2021-12-31 19:54:32 \n", "7 PK50001A100000325 None 2021-12-30 08:30:43 2021-12-31 19:54:32 \n", "8 PK50001A100000325 None 2021-12-30 08:30:43 2021-12-31 19:54:32 \n", "9 PK50001A100000325 None 2021-12-30 08:30:43 2021-12-31 19:54:32 \n", "10 PK50001A100000326 None 2021-12-30 10:37:57 None \n", "11 MGMCLN750N215I002 None 2021-12-30 10:47:19 None \n", "12 PK504B10100003041 None 2021-12-30 11:34:50 None \n", "13 MGMCLN750N215I035 None 2021-12-30 11:42:50 None \n", "14 MGMLXN750N21AT026 None 2021-12-30 12:29:40 None \n", "15 MGMCLN750N215N137 None 2021-12-30 13:00:28 None \n", "16 PK500A20100000850 None 2021-12-30 13:14:17 None \n", "17 MGMLXN750N21AN011 None 2021-12-30 13:28:01 None \n", "18 MGMCLN750N215N113 None 2021-12-30 14:15:49 2022-01-04 14:09:15 \n", "19 MGMCLN750N215N113 None 2021-12-30 14:15:49 2022-01-04 14:09:15 \n", "20 MGMCLN750N215N113 None 2021-12-30 14:15:49 2022-01-04 14:09:15 \n", "21 PK50001A100000326 None 2021-12-30 15:24:47 None \n", "22 MGMCLN750N215N204 None 2021-12-30 15:47:08 None \n", "23 MGMLXN750N21AT026 None 2021-12-30 15:53:24 2022-01-04 14:09:15 \n", "24 MGMLXN750N21AT026 None 2021-12-30 15:53:24 2022-01-04 14:09:15 \n", "25 PK50001A100000285 None 2021-12-30 16:25:06 None \n", "26 PK500A20100000925 None 2021-12-30 16:27:33 2022-01-05 08:00:30 \n", "27 PK500A20100000925 None 2021-12-30 16:27:33 2022-01-05 08:00:30 \n", "28 MGMLXN750N21AN043 None 2021-12-30 20:42:48 None \n", "\n", " overTime faultStatus questionType questionTypeText \\\n", "0 None 4 None None \n", "1 2021-12-31 19:54:32 4 None None \n", "2 None 3 None None \n", "3 None 2 None None \n", "4 None 4 None None \n", "5 2021-12-31 19:54:32 4 None None \n", "6 2021-12-31 19:54:32 4 None None \n", "7 2021-12-31 19:54:32 4 None None \n", "8 2021-12-31 19:54:32 4 None None \n", "9 2021-12-31 19:54:32 4 None None \n", "10 None None 39 电池无问题 \n", "11 None None 39 电池无问题 \n", "12 None None 39 电池无问题 \n", "13 None None 39 电池无问题 \n", "14 None None 40 软件质量 \n", "15 None None 39 电池无问题 \n", "16 None None 39 电池无问题 \n", "17 None None 39 电池无问题 \n", "18 None 0 None None \n", "19 2021-12-30 15:48:05 0 None None \n", "20 2021-12-30 16:45:54 0 None None \n", "21 None None 39 电池无问题 \n", "22 None None 39 电池无问题 \n", "23 None 1 None None \n", "24 2021-12-30 16:49:54 1 None None \n", "25 None None 39 电池无问题 \n", "26 None 2 None None \n", "27 2022-01-05 09:50:40 2 None None \n", "28 None None 39 电池无问题 \n", "\n", " childProblem childProblemText \n", "0 None [] \n", "1 None [] \n", "2 None [] \n", "3 None [] \n", "4 None [] \n", "5 None [] \n", "6 None [] \n", "7 None [] \n", "8 None [] \n", "9 None [] \n", "10 [] \n", "11 [] \n", "12 [] \n", "13 [] \n", "14 51 [阈值设置错误] \n", "15 [] \n", "16 [] \n", "17 [] \n", "18 None [] \n", "19 None [] \n", "20 None [] \n", "21 [] \n", "22 [] \n", "23 None [] \n", "24 None [] \n", "25 [] \n", "26 None [] \n", "27 None [] \n", "28 80,44 [用户车辆问题] " ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "interpreter": { "hash": "b3ba2566441a7c06988d0923437866b63cedc61552a5af99d1f4fb67d367b25f" }, "kernelspec": { "display_name": "Python 3.8.8 64-bit ('base': conda)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.8" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }