jsonpath（xpath for json）

最新推荐文章于 2023-02-27 18:56:31 发布

Tim8709

最新推荐文章于 2023-02-27 18:56:31 发布

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分类专栏：接口自动化测试文章标签： python

本文链接：https://blog.youkuaiyun.com/weixin_42940480/article/details/107981862

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接口测试中，面对复杂的JSON返回结果，JSONPath作为一种类似于XPath的语法，提供了更便捷的方式来提取元素。它能简化深层级JSON数据的访问，提高断言效率。本文通过对比XPath和JSONPath，介绍JSONPath的运用。

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在接口测试中，我们需要断言接口的返回结果，若返回结果是json格式，就要一层一层的取json中的元素（r.json()[store][book][category]）；若json层级较深，表达式就会很长。而jsonpath为我们提供了更加灵活、方便的获取元素的方式，下面举例说明jsonpath的使用。

官网地址：https://goessner.net/articles/JsonPath/

from jsonpath import jsonpath

book_dict = {
    "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
        }
    }
}

#store.book下所有的author值
print(jsonpath(book_dict, '$.store.book[*].author'))

# 所有author的值
print(jsonpath(book_dict, '$..author'))

# store中所有的value
print(jsonpath(book_dict, '$.store.*'))

# store下所有price的值
print(jsonpath(book_dict, '$.store..price'))

# book中第3个元素
print(jsonpath(book_dict, '$..book[2]'))

# book中最后1个元素
print(jsonpath(book_dict, '$..book[(@.length-1)]'))
print(jsonpath(book_dict, '$..book[-1:]'))

# book中前两个元素
print(jsonpath(book_dict, '$..book[0,1]'))
print(jsonpath(book_dict, '$..book[:2]'))

# 所有含有isbn的元素
print(jsonpath(book_dict, '$..book[?(@.isbn)]'))

# 所有price小于10的元素
print(jsonpath(book_dict, '$..book[?(@.price<10)]'))

xpath与jsonpath对比

XPath	JSONPath	Description
/	$	the root object/element
.	@	the current object/element
/	. or []	child operator
…	n/a	parent operator
//	…	recursive descent. JSONPath borrows this syntax from E4X.
*	*	wildcard. All objects/elements regardless their names.
@	n/a	attribute access. JSON structures don’t have attributes.
[]	[]	subscript operator. XPath uses it to iterate over element collections and for predicates. In Javascript and JSON it is the native array operator.
`\|`	[,]	Union operator in XPath results in a combination of node sets. JSONPath allows alternate names or array indices as a set.
n/a	`[start:end:step]`	array slice operator borrowed from ES4.
[]	?()	applies a filter (script) expression.
n/a	()	script expression, using the underlying script engine.
()	n/a	grouping in Xpath