jsonpath_ng支持JSON数据的读写操作。

安装

pip install jsonpath-ng

测试数据

from jsonpath_ng import parse
import json

json_data = '''
{ "store": {
    "book": [ 
      { "category": "reference",
        "author": "Nigel Rees",
        "title": "Sayings of the Century"
      },
      { "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
    }
  }
}
'''

data = json.loads(json_data)

查找

matches = parse('$..book[*].category').find(data)
print(matches[0].value)
# reference

新建

matches = parse('$..book[*].price').find_or_create(data)
print(data)
# {'category': 'reference', 'author': 'Nigel Rees', 'title': 'Sayings of the Century', 'price': {}}

更新

update_or_create

matches = parse('$..book[*].price').update_or_create(data, 100)
print(data)
# 'store': {'book': [{'category': 'reference', 'author': 'Nigel Rees', 'title': 'Sayings of the Century', 'price': 100}, {'category': 'fiction', 'author': 'Evelyn Waugh', 'title': 'Sword of Honour', 'price': 100}, {'category': 'fiction', 'author': 'Herman Melville', 'title': 'Moby Dick', 'isbn': '0-553-21311-3', 'price': 100}, {'category': 'fiction', 'author': 'J. R. R. Tolkien', 'title': 'The Lord of the Rings', 'isbn': '0-395-19395-8', 'price': 100}], 'bicycle': {'color': 'red', 'price': 19.95}}}

update

matches = parse('$..book[*].price').update(data, 100)
print(data)
# {'store': {'book': [{'category': 'reference', 'author': 'Nigel Rees', 'title': 'Sayings of the Century'}, {'category': 'fiction', 'author': 'Evelyn Waugh', 'title': 'Sword of Honour', 'price': 100}, {'category': 'fiction', 'author': 'Herman Melville', 'title': 'Moby Dick', 'isbn': '0-553-21311-3', 'price': 100}, {'category': 'fiction', 'author': 'J. R. R. Tolkien', 'title': 'The Lord of the Rings', 'isbn': '0-395-19395-8', 'price': 100}], 'bicycle': {'color': 'red', 'price': 19.95}}}

删除

matches = parse('$..book[*].price').filter(lambda x: x == 12.99, data)
print(data)
# {'store': {'book': [{'category': 'reference', 'author': 'Nigel Rees', 'title': 'Sayings of the Century'}, {'category': 'fiction', 'author': 'Evelyn Waugh', 'title': 'Sword of Honour', 'price': 100}, {'category': 'fiction', 'author': 'Herman Melville', 'title': 'Moby Dick', 'isbn': '0-553-21311-3', 'price': 100}, {'category': 'fiction', 'author': 'J. R. R. Tolkien', 'title': 'The Lord of the Rings', 'isbn': '0-395-19395-8', 'price': 100}], 'bicycle': {'color': 'red', 'price': 19.95}}}

相关链接

https://github.com/h2non/jsonpath-ng