JsonPath使用和示例
【摘要】 1 简介官网:https://goessner.net/articles/JsonPath/;JsonPath 是一种简单的方法来提取给定JSON文档的部分内容;JsonPath 支持多种编程语言,如Javascript,Java,Python和PHP。 2 官方实例下边是官方给出的一个JSON实例数据,便于后续分析:{ "store": { "book": [ { "c...
1 简介
- 官网:https://goessner.net/articles/JsonPath/;
JsonPath
是一种简单的方法来提取给定JSON
文档的部分内容;JsonPath
支持多种编程语言,如Javascript
,Java
,Python
和PHP
。
2 官方实例
- 下边是官方给出的一个JSON实例数据,便于后续分析:
{ "store": {
"book": [
{ "category": "reference",
"author": "Nigel Rees",
"title": "Sayings of the Century",
"price": 8.95
},
{ "category": "fiction",
"author": "Evelyn Waugh",
"title": "Sword of Honour",
"price": 12.99
},
{ "category": "fiction",
"author": "Herman Melville",
"title": "Moby Dick",
"isbn": "0-553-21311-3",
"price": 8.99
},
{ "category": "fiction",
"author": "J. R. R. Tolkien",
"title": "The Lord of the Rings",
"isbn": "0-395-19395-8",
"price": 22.99
}
],
"bicycle": {
"color": "red",
"price": 19.95
}
}
}
3 JsonPath与XPath语法对比
Xpath |
JsonPath |
描述 |
---|---|---|
/ |
$ |
根节点 |
. |
@ |
现行节点 |
/ |
. 或 [] |
取子节点 |
… |
无 | 取父节点,Jsonpath 未支持 |
@ |
无 | 根据属性访问,Jsonpath 未支持,因为Json 是个Key-value 递归结构,不支持属性访问 |
* |
* |
匹配所有元素节点 |
[] |
[] |
迭代器标示(可以在里面做简单的迭代操作,如数组下标,根据内容选值等) |
竖线 | [,] |
支持迭代器中做多选。连接操作符在XPath 结果合并其它结点集合。Jsonpath 允许name 或者数组索引。 |
[] |
?() |
支持过滤操作 |
无 | [start: end: step] |
数组分割操作从ES4借鉴 |
无 | () |
脚本表达式,使用底层脚本引擎。支持表达式计算 |
() |
无 | Xpath 分组;JsonPath 不支持 |
4 实例说明JsonPath与XPath语法
- 通过步骤2中的官方实例,简单看下
JsonPath
与XPath
语法的区别:
XPath | JsonPath | 描述 |
---|---|---|
/store/book/author |
$.store.book[*].author |
获取店内所有书籍的作者 |
//author |
$..author |
获取所有作者 |
/store/* |
$.store.* |
获取store 的所有元素。所有的book 和bicycle |
/store//price |
$.store..price |
获取store 里面所有东西的价格 |
//book[3] |
$..book[2] |
获取第三本书的所有信息 |
//book[last()] |
$..book[(@.length-1)] 或$..book[-1:] |
获取最后一本书的所有信息 |
//book[position()<3] |
$..book[0,1] 或 $..book[:2] |
获取前面两本书的所有信息 |
//book[isbn] |
$..book[?(@.isbn)] |
过滤出所有的包含isbn 的书信息 |
//book[price<10] |
$..book[?(@.price<10)] |
过滤出价格低于10的书 |
//* |
$..* |
获取所有元素 |
5 Python中JsonPath模块
- 官网:https://pypi.org/project/jsonpath/;
- 下载安装:
pip install jsonpath
6 Python中JsonPath使用
# -*- coding:utf-8 -*-
# 作者:虫无涯
# 日期:2023/7/31
# 文件名称:json_path.py
# 作用:jsonpath
# 联系:VX(NoamaNelson)
# 博客:https://blog.csdn.net/NoamaNelson
import jsonpath as jp
data = { "store": {
"book": [
{ "category": "reference",
"author": "Nigel Rees",
"title": "Sayings of the Century",
"price": 8.95
},
{ "category": "fiction",
"author": "Evelyn Waugh",
"title": "Sword of Honour",
"price": 12.99
},
{ "category": "fiction",
"author": "Herman Melville",
"title": "Moby Dick",
"isbn": "0-553-21311-3",
"price": 8.99
},
{ "category": "fiction",
"author": "J. R. R. Tolkien",
"title": "The Lord of the Rings",
"isbn": "0-395-19395-8",
"price": 22.99
}
],
"bicycle": {
"color": "red",
"price": 19.95
}
}
}
# 获取店内所有书籍的作者
author = jp.jsonpath(data, '$.store.book[*].author')
print(author)
# 输出
['Nigel Rees', 'Evelyn Waugh', 'Herman Melville', 'J. R. R. Tolkien']
# 获取所有作者
all_aythor = jp.jsonpath(data, '$..author')
print(all_aythor)
# 输出
['Nigel Rees', 'Evelyn Waugh', 'Herman Melville', 'J. R. R. Tolkien']
# 获取store的所有元素
book_bicycle = jp.jsonpath(data, '$.store.*')
print(book_bicycle)
# 输出
[[{'category': 'reference', 'author': 'Nigel Rees', 'title': 'Sayings of the Century', 'price': 8.95}, {'category': 'fiction', 'author': 'Evelyn Waugh', 'title': 'Sword of Honour', 'price': 12.99}, {'category': 'fiction', 'author': 'Herman Melville', 'title': 'Moby Dick', 'isbn': '0-553-21311-3', 'price': 8.99}, {'category': 'fiction', 'author': 'J. R. R. Tolkien', 'title': 'The Lord of the Rings', 'isbn': '0-395-19395-8', 'price': 22.99}], {'color': 'red', 'price': 19.95}]
# 获取store里面所有东西的价格
price = jp.jsonpath(data, "$.store..price")
print(price)
# 输出
[8.95, 12.99, 8.99, 22.99, 19.95]
# 获取最后一本书的所有信息
last_book = jp.jsonpath(data, '$.store..book[-1:]')
print(last_book)
# 输出:
[{'category': 'fiction', 'author': 'J. R. R. Tolkien', 'title': 'The Lord of the Rings', 'isbn': '0-395-19395-8', 'price': 22.99}]
# 过滤出价格低于10的书
p = jp.jsonpath(data, '$.store..book[?(@.price<10)]')
print(p)
# 输出:
[{'category': 'reference', 'author': 'Nigel Rees', 'title': 'Sayings of the Century', 'price': 8.95}, {'category': 'fiction', 'author': 'Herman Melville', 'title': 'Moby Dick', 'isbn': '0-553-21311-3', 'price': 8.99}]
7 结合接口测试的实例
- 接口数据,参照:
搭建禅道环境作为练习UI和接口自动化测试对象,来搭建接口测试的环境,此处略; - 选择两个接口:用户登陆和用户查询:
# 登陆接口
http://127.0.0.1/zentao/api.php/v1/tokens
data = {"account": "admin", "password": "123456"}
# 获取我的个人信息
http://127.0.0.1/zentao/api.php/v1/user
- 实例:
# -*- coding:utf-8 -*-
# 作者:虫无涯
# 日期:2023/7/31
# 文件名称:json_path.py
# 作用:jsonpath
# 联系:VX(NoamaNelson)
# 博客:https://blog.csdn.net/NoamaNelson
import jsonpath as jp
import requests
import json
base_url = "http://127.0.0.1/zentao/api.php/v1"
token_url = base_url + "/tokens"
info_rurl = base_url + "/user"
header = {"Content-Type": "application/json"}
data = {"account": "admin", "password": "ZenTao123456"}
r_data = json.dumps(data)
r = requests.post(url=token_url, data=r_data, headers=header)
r_token = jp.jsonpath(r.json(), '$..token')
print(r_token)
data1 = {"token": r_token[0]}
headers = dict(header, **data1)
r1 = requests.get(url=info_rurl, headers=headers)
print(r1.text)
- 输出:
['14333e8b34595c5d22794e14c401a125']
{"profile":{"id":1,"company":0,"type":"inside","dept":0,"account":"admin","role":
{"code":"","name":""},
"realname":"admin","pinyin":"","nickname":"","commiter":"","avatar":null,"birthday":null,"gender":"f","email":"","skype":"","qq":"","mobile":"","phone":"","weixin":"","dingding":"","slack":"","whatsapp":"","address":"","zipcode":"","nature":null,"analysis":null,"strategy":null,"join":null,"visits":5,"visions":",rnd,lite,","ip":"127.0.0.1","last":"2023-07-31T06:14:45Z","fails":0,"locked":null,"feedback":"0","ranzhi":"","ldap":"","score":0,"scoreLevel":0,"resetToken":"","deleted":"0","clientStatus":"offline","clientLang":"zh-cn","admin":true,"superReviewer":false,"view":
{"account":"admin","programs":"","products":"","projects":"","sprints":""}}}
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