案例2 接口巡检项目
案例2 接口巡检项目
需求场景
你们公司Web平台，有时候会有些页面打不开或没有数据，但是涉及的模块和页面非常多，需要你做一个接口(页面)监控脚本，当页面打不开（或查询接口无数据）时，及时发出报警。
提示
需要的能力
- 使用Chrome开发者录制并导出har
- JSON数据提取
- 使用requests库发送请求
- 会使用unittest 或 pytest编写测试用例
练习重点
- JSON数据提取、遍历组装
- 使用unittest + ddt / pytest +parametrize 编写接口测试数据驱动用例并生成测试报告
- 使用contrab执行定时任务
参考三方包
- requests
- pytest
操作思路
- 打开该har文件，使用json库加载其中数据
- 提取其中有用数据 （对应requests库发请求需要的数据，如每个接口的url, 请求方法、headers、url query参数等）
- 保存提取后的数据为JSON文件（包含多个接口信息）[{"url": ..., "method": "GET", ....}, {}]
- 编写一个接口测试用例 使用数据驱动，并通过加载该数据文件，将一条用例变为多条
5.（可选）编写一个发邮件的模块及函数，执行该用例后生成HTML报告并发送 - (可选) 使用Linux contab命令定时调用该脚本
难点
- har数据提取、过滤、去重及转换为标准格式
- 报警抑制策略
优化建议
- 提供一些可配置
- 使用Webhooks + Flask支持代码更新后自动触发
- 基于yapi平台的接口遍历
示例数据
复制下面的数据到文本文件，保存文件名为
postman-echo.com.har使用，也可以录制自家Web平台的接口
{
"log": {
"version": "1.2",
"creator": {
"name": "WebInspector",
"version": "537.36"
},
"pages": [
{
"startedDateTime": "2023-05-24T09:34:09.974Z",
"id": "page_1",
"title": "https://postman-echo.com/get?foo1=bar1&foo2=bar2",
"pageTimings": {
"onContentLoad": 4146.669999987353,
"onLoad": 4576.562000031117
}
},
{
"startedDateTime": "2023-05-24T09:35:15.901Z",
"id": "page_2",
"title": "https://postman-echo.com/headers",
"pageTimings": {
"onContentLoad": 877.5749999913387,
"onLoad": 1259.3269999488257
}
},
{
"startedDateTime": "2023-05-24T09:35:31.011Z",
"id": "page_3",
"title": "https://postman-echo.com/response-headers?foo1=bar1&foo2=bar2",
"pageTimings": {
"onContentLoad": 29175.451999995857,
"onLoad": 29175.236999988556
}
},
{
"startedDateTime": "2023-05-24T09:36:14.169Z",
"id": "page_4",
"title": "https://postman-echo.com/basic-auth",
"pageTimings": {
"onContentLoad": 19746.689999999944,
"onLoad": 19746.163000003435
}
},
{
"startedDateTime": "2023-05-24T09:37:23.728Z",
"id": "page_5",
"title": "https://postman-echo.com/digest-auth",
"pageTimings": {
"onContentLoad": 356.0779999825172,
"onLoad": 802.384999988135
}
},
{
"startedDateTime": "2023-05-24T09:37:37.023Z",
"id": "page_6",
"title": "https://postman-echo.com/auth/hawk",
"pageTimings": {
"onContentLoad": 328.2340000150725,
"onLoad": 693.518000014592
}
},
{
"startedDateTime": "2023-05-24T09:38:24.679Z",
"id": "page_7",
"title": "https://postman-echo.com/oauth1",
"pageTimings": {
"onContentLoad": 345.84399999585,
"onLoad": 687.2950000106357
}
},
{
"startedDateTime": "2023-05-24T09:38:58.378Z",
"id": "page_8",
"title": "https://postman-echo.com/ip",
"pageTimings": {
"onContentLoad": 341.2870000465773,
"onLoad": 686.4420000347309
}
},
{
"startedDateTime": "2023-05-24T09:39:07.438Z",
"id": "page_9",
"title": "https://postman-echo.com/time/now",
"pageTimings": {
"onContentLoad": 417.75999998208135,
"onLoad": 761.5089999744669
}
},
{
"startedDateTime": "2023-05-24T09:39:20.071Z",
"id": "page_10",
"title": "https://postman-echo.com/time/valid?timestamp=2016-10-10",
"pageTimings": {
"onContentLoad": 321.3160000159405,
"onLoad": 659.0500000165775
}
},
{
"startedDateTime": "2023-05-24T09:39:31.800Z",
"id": "page_11",
"title": "https://postman-echo.com/time/format?timestamp=2016-10-10&format=mm",
"pageTimings": {
"onContentLoad": 347.5130000151694,
"onLoad": 701.279999979306
}
},
{
"startedDateTime": "2023-05-24T09:39:40.800Z",
"id": "page_12",
"title": "https://postman-echo.com/time/unit?timestamp=2016-10-10&unit=day",
"pageTimings": {
"onContentLoad": 342.34999999171123,
"onLoad": 735.1849999977276
}
},
{
"startedDateTime": "2023-05-24T09:39:56.185Z",
"id": "page_13",
"title": "https://postman-echo.com/time/object?timestamp=2016-10-10",
"pageTimings": {
"onContentLoad": 347.1910000080243,
"onLoad": 690.3039999888279
}
},
{
"startedDateTime": "2023-05-24T09:40:19.817Z",
"id": "page_14",
"title": "https://postman-echo.com/time/leap?timestamp=2016-10-10",
"pageTimings": {
"onContentLoad": 334.95799999218434,
"onLoad": 685.9560000011697
}
}
],
"entries": [
{
"_initiator": {
"type": "other"
},
"_priority": "VeryHigh",
"_resourceType": "document",
"cache": {},
"connection": "352636",
"pageref": "page_1",
"request": {
"method": "GET",
"url": "https://postman-echo.com/get?foo1=bar1&foo2=bar2",
"httpVersion": "http/2.0",
"headers": [
{
"name": ":authority",
"value": "postman-echo.com"
},
{
"name": ":method",
"value": "GET"
},
{
"name": ":path",
"value": "/get?foo1=bar1&foo2=bar2"
},
{
"name": ":scheme",
"value": "https"
},
{
"name": "accept",
"value": "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7"
},
{
"name": "accept-encoding",
"value": "gzip, deflate, br"
},
{
"name": "accept-language",
"value": "zh-CN,zh;q=0.9,en;q=0.8"
},
{
"name": "cookie",
"value": "sails.sid=s%3AD6ZwPPYgU90w5yfG1vhxiJomNJjVD1IW.TF2zsLREWStPFe%2BD6bvAlFFT1%2BVdEi2MYyd3WO%2FeROM"
},
{
"name": "dnt",
"value": "1"
},
{
"name": "sec-ch-ua",
"value": "\"Google Chrome\";v=\"113\", \"Chromium\";v=\"113\", \"Not-A.Brand\";v=\"24\""
},
{
"name": "sec-ch-ua-mobile",
"value": "?0"
},
{
"name": "sec-ch-ua-platform",
"value": "\"macOS\""
},
{
"name": "sec-fetch-dest",
"value": "document"
},
{
"name": "sec-fetch-mode",
"value": "navigate"
},
{
"name": "sec-fetch-site",
"value": "none"
},
{
"name": "sec-fetch-user",
"value": "?1"
},
{
"name": "upgrade-insecure-requests",
"value": "1"
},
{
"name": "user-agent",
"value": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/113.0.0.0 Safari/537.36"
}
],
"queryString": [
{
"name": "foo1",
"value": "bar1"
},
{
"name": "foo2",
"value": "bar2"
}
],
"cookies": [
{
"name": "sails.sid",
"value": "s%3AD6ZwPPYgU90w5yfG1vhxiJomNJjVD1IW.TF2zsLREWStPFe%2BD6bvAlFFT1%2BVdEi2MYyd3WO%2FeROM",
"path": "/",
"domain": "postman-echo.com",
"expires": "1969-12-31T23:59:59.000Z",
"httpOnly": true,
"secure": false
}
],
"headersSize": -1,
"bodySize": 0
},
"response": {
"status": 200,
"statusText": "",
"httpVersion": "http/2.0",
"headers": [
{
"name": "content-length",
"value": "1149"
},
{
"name": "content-type",
"value": "application/json; charset=utf-8"
},
{
"name": "date",
"value": "Wed, 24 May 2023 09:34:13 GMT"
},
{
"name": "etag",
"value": "W/\"47d-vObVXhPmjQznkjYlyzpW8OeP9sA\""
},
{
"name": "set-cookie",
"value": "sails.sid=s%3AjJit9f-nSzuOfDiQi2OVDomeDJNJwUkv.v%2BUTFWNZULwOhPfkVDloK5PILpg5iu0CM1zO8netkro; Path=/; HttpOnly"
}
],
"cookies": [
{
"name": "sails.sid",
"value": "s%3AjJit9f-nSzuOfDiQi2OVDomeDJNJwUkv.v%2BUTFWNZULwOhPfkVDloK5PILpg5iu0CM1zO8netkro",
"path": "/",
"domain": "postman-echo.com",
"expires": null,
"httpOnly": true,
"secure": false
}
],
"content": {
"size": 1149,
"mimeType": "application/json"
},
"redirectURL": "",
"headersSize": -1,
"bodySize": -1,
"_transferSize": 1373,
"_error": null
},
"serverIPAddress": "34.231.139.157",
"startedDateTime": "2023-05-24T09:34:09.972Z",
"time": 7122.196999974751,
"timings": {
"blocked": 2.883999991454184,
"dns": 3116.834,
"ssl": 448.26900000000023,
"connect": 3566.774,
"send": 0.48700000000008004,
"wait": 434.6149999901613,
"receive": 0.60299999313429,
"_blocked_queueing": 2.123999991454184
}
},
{
"_initiator": {
"type": "other"
},
"_priority": "High",
"_resourceType": "other",
"cache": {},
"connection": "352636",
"pageref": "page_1",
"request": {
"method": "GET",
"url": "https://postman-echo.com/favicon.ico",
"httpVersion": "http/2.0",
"headers": [
{
"name": ":authority",
"value": "postman-echo.com"
},
{
"name": ":method",
"value": "GET"
},
{
"name": ":path",
"value": "/favicon.ico"
},
{
"name": ":scheme",
"value": "https"
},
{
"name": "accept",
"value": "image/avif,image/webp,image/apng,image/svg+xml,image/*,*/*;q=0.8"
},
{
"name": "accept-encoding",
"value": "gzip, deflate, br"
},
{
"name": "accept-language",
"value": "zh-CN,zh;q=0.9,en;q=0.8"
},
{
"name": "cookie",
"value": "sails.sid=s%3AjJit9f-nSzuOfDiQi2OVDomeDJNJwUkv.v%2BUTFWNZULwOhPfkVDloK5PILpg5iu0CM1zO8netkro"
},
{
"name": "dnt",
"value": "1"
},
{
"name": "referer",
"value": "https://postman-echo.com/get?foo1=bar1&foo2=bar2"
},
{
"name": "sec-ch-ua",
"value": "\"Google Chrome\";v=\"113\", \"Chromium\";v=\"113\", \"Not-A.Brand\";v=\"24\""
},
{
"name": "sec-ch-ua-mobile",
"value": "?0"
},
{
"name": "sec-ch-ua-platform",
"value": "\"macOS\""
},
{
"name": "sec-fetch-dest",
"value": "image"
},
{
"name": "sec-fetch-mode",
"value": "no-cors"
},
{
"name": "sec-fetch-site",
"value": "same-origin"
},
{
"name": "user-agent",
"value": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/113.0.0.0 Safari/537.36"
}
],
"queryString": [],
"cookies": [
{
"name": "sails.sid",
"value": "s%3AjJit9f-nSzuOfDiQi2OVDomeDJNJwUkv.v%2BUTFWNZULwOhPfkVDloK5PILpg5iu0CM1zO8netkro",
"path": "/",
"domain": "postman-echo.com",
"expires": "1969-12-31T23:59:59.000Z",
"httpOnly": true,
"secure": false
}
],
"headersSize": -1,
"bodySize": 0
},
"response": {
"status": 404,
"statusText": "",
"httpVersion": "http/2.0",
"headers": [
{
"name": "content-length",
"value": "0"
},
{
"name": "date",
"value": "Wed, 24 May 2023 09:34:14 GMT"
}
],
"cookies": [],
"content": {
"size": 0,
"mimeType": "text/plain"
},
"redirectURL": "",
"headersSize": -1,
"bodySize": -1,
"_transferSize": 37,
"_error": null
},
"serverIPAddress": "34.231.139.157",
"startedDateTime": "2023-05-24T09:34:14.554Z",
"time": 234.5809999969788,
"timings": {
"blocked": 0.5100000430196524,
"dns": -1,
"ssl": -1,
"connect": -1,
"send": 0.10900000000000001,
"wait": 233.7100000141673,
"receive": 0.2519999397918582,
"_blocked_queueing": 0.34200004301965237
}
},
{
"_initiator": {
"type": "other"
},
"_priority": "VeryHigh",
"_resourceType": "document",
"cache": {},
"connection": "352929",
"pageref": "page_2",
"request": {
"method": "GET",
"url": "https://postman-echo.com/headers",
"httpVersion": "http/2.0",
"headers": [
{
"name": ":authority",
"value": "postman-echo.com"
},
{
"name": ":method",
"value": "GET"
},
{
"name": ":path",
"value": "/headers"
},
{
"name": ":scheme",
"value": "https"
},
{
"name": "accept",
"value": "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7"
},
{
"name": "accept-encoding",
"value": "gzip, deflate, br"
},
{
"name": "accept-language",
"value": "zh-CN,zh;q=0.9,en;q=0.8"
},
{
"name": "cookie",
"value": "sails.sid=s%3AjJit9f-nSzuOfDiQi2OVDomeDJNJwUkv.v%2BUTFWNZULwOhPfkVDloK5PILpg5iu0CM1zO8netkro"
},
{
"name": "dnt",
"value": "1"
},
{
"name": "sec-ch-ua",
"value": "\"Google Chrome\";v=\"113\", \"Chromium\";v=\"113\", \"Not-A.Brand\";v=\"24\""
},
{
"name": "sec-ch-ua-mobile",
"value": "?0"
},
{
"name": "sec-ch-ua-platform",
"value": "\"macOS\""
},
{
"name": "sec-fetch-dest",
"value": "document"
},
{
"name": "sec-fetch-mode",
"value": "navigate"
},
{
"name": "sec-fetch-site",
"value": "none"
},
{
"name": "sec-fetch-user",
"value": "?1"
},
{
"name": "upgrade-insecure-requests",
"value": "1"
},
{
"name": "user-agent",
"value": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/113.0.0.0 Safari/537.36"
}
],
"queryString": [],
"cookies": [
{
"name": "sails.sid",
"value": "s%3AjJit9f-nSzuOfDiQi2OVDomeDJNJwUkv.v%2BUTFWNZULwOhPfkVDloK5PILpg5iu0CM1zO8netkro",
"path": "/",
"domain": "postman-echo.com",
"expires": "1969-12-31T23:59:59.000Z",
"httpOnly": true,
"secure": false
}
],
"headersSize": -1,
"bodySize": 0
},
"response": {
"status": 200,
"statusText": "",
"httpVersion": "http/2.0",
"headers": [
{
"name": "content-length",
"value": "1028"
},
{
"name": "content-type",
"value": "application/json; charset=utf-8"
},
{
"name": "date",
"value": "Wed, 24 May 2023 09:35:16 GMT"
},
{
"name": "etag",
"value": "W/\"404-fkL+4Qu62qSOUcjAlM6g+bY26Og\""
},
{
"name": "set-cookie",
"value": "sails.sid=s%3AzyrSxBKgfsLC4AOIgI8VrlXIdk_22ccQ.TV5pI7TJ7X4FSG2DUj0Sd5LFc8KEiuktMn51iwh%2Bel8; Path=/; HttpOnly"
}
],
"cookies": [
{
"name": "sails.sid",
"value": "s%3AzyrSxBKgfsLC4AOIgI8VrlXIdk_22ccQ.TV5pI7TJ7X4FSG2DUj0Sd5LFc8KEiuktMn51iwh%2Bel8",
"path": "/",
"domain": "postman-echo.com",
"expires": null,
"httpOnly": true,
"secure": false
}
],
"content": {
"size": 1028,
"mimeType": "application/json"
},
"redirectURL": "",
"headersSize": -1,
"bodySize": -1,
"_transferSize": 1252,
"_error": null
},
"serverIPAddress": "34.224.139.177",
"startedDateTime": "2023-05-24T09:35:15.898Z",
"time": 866.3059999808892,
"timings": {
"blocked": 3.551000001348555,
"dns": 92.076,
"ssl": 451.34899999999993,
"connect": 543.81,
"send": 0.3250000000000455,
"wait": 225.3240000030845,
"receive": 1.2199999764561653,
"_blocked_queueing": 2.798000001348555
}
},
{
"_initiator": {
"type": "other"
},
"_priority": "VeryHigh",
"_resourceType": "document",
"cache": {},
"connection": "352929",
"pageref": "page_3",
"request": {
"method": "GET",
"url": "https://postman-echo.com/response-headers?foo1=bar1&foo2=bar2",
"httpVersion": "http/2.0",
"headers": [
{
"name": ":authority",
"value": "postman-echo.com"
},
{
"name": ":method",
"value": "GET"
},
{
"name": ":path",
"value": "/response-headers?foo1=bar1&foo2=bar2"
},
{
"name": ":scheme",
"value": "https"
},
{
"name": "accept",
"value": "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.7"
},
{
"name": "accept-encoding",
"value": "gzip, deflate, br"
},
{
"name": "accept-language",
"value": "zh-CN,zh;q=0.9,en;q=0.8"
},
{
"name": "cookie",
"value": "sails.sid=s%3AzyrSxBKgfsLC4AOIgI8VrlXIdk_22ccQ.TV5pI7TJ7X4FSG2DUj0Sd5LFc8KEiuktMn51iwh%2Bel8"
},
{
"name": "dnt",
"value": "1"
},
{
"name": "sec-ch-ua",
"value": "\"Google Chrome\";v=\"113\", \"Chromium\";v=\"113\", \"Not-A.Brand\";v=\"24\""
},
{
"name": "sec-ch-ua-mobile",
"value": "?0"
},
{
"name": "sec-ch-ua-platform",
"value": "\"macOS\""
},
{
"name": "sec-fetch-dest",
"value": "document"
},
{
"name": "sec-fetch-mode",
"value": "navigate"
},
{
"name": "sec-fetch-site",
"value": "none"
},
{
"name": "sec-fetch-user",
"value": "?1"
},
{
"name": "upgrade-insecure-requests",
"value": "1"
},
{
"name": "user-agent",
"value": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/113.0.0.0 Safari/537.36"
}
],
"queryString": [
{
"name": "foo1",
"value": "bar1"
},
{
"name": "foo2",
"value": "bar2"
}
],
"cookies": [
{
"name": "sails.sid",
"value": "s%3AzyrSxBKgfsLC4AOIgI8VrlXIdk_22ccQ.TV5pI7TJ7X4FSG2DUj0Sd5LFc8KEiuktMn51iwh%2Bel8",
"path": "/",
"domain": "postman-echo.com",
"expires": "1969-12-31T23:59:59.000Z",
"httpOnly": true,
"secure": false
}
],
"headersSize": -1,
"bodySize": 0
},
"response": {
"status": 200,
"statusText": "",
"httpVersion": "http/2.0",
"headers": [
{
"name": "content-length",
"value": "38"
},
{
"name": "content-type",
"value": "application/json; charset=utf-8"
},
{
"name": "date",
"value": "Wed, 24 May 2023 09:35:31 GMT"
},
{
"name": "etag",
"value": "W/\"26-GvhfSlXvSS7Q1PnPD3+W/jrWP0E\""
},
{
"name": "foo1",
"value": "bar1"
},
{
"name": "foo2",
"value": "bar2"
},
{
"name": "set-cookie",
"value": "sails.sid=s%3A5TsOEM6IQpWPlR9s0u-U5nTeXZorDg7N.J%2FZ5ZDhdOXPDBPvRsDssCLv2luasa8YbfACWeDxZcN4; Path=/; HttpOnly"
}
],
"cookies": [
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