Inspect json data and fuzzy search for values or key names
Project description
Fuzzy matching for JSON payload. Find json_path that matches best for your provided value
Install
$ pip install jsfuzz
Examples:
{
"id": 11,
"title": "perfume Oil",
"description": "Mega Discount, Impression of A...",
"price": 13,
"discountPercentage": 8.4,
"rating": 4.26,
"stock": 65,
"brand": "Impression of Acqua Di Gio",
"category": "fragrances",
"thumbnail": "https://i.dummyjson.com/data/products/11/thumbnail.jpg",
"images": [
"https://i.dummyjson.com/data/products/11/1.jpg",
"https://i.dummyjson.com/data/products/11/2.jpg",
"https://i.dummyjson.com/data/products/11/3.jpg",
"https://i.dummyjson.com/data/products/11/thumbnail.jpg"
]
}
from jsfuzz import inspector
# Default top_k=5 json paths will be returned
result = inspector.search(payload, "brand")
pprint(result)
====================
Returns:
[('$.brand', 'Impression of Acqua Di Gio', 75.80645161290323),
('$.rating', '4.26', 38.18181818181817),
('$.category', 'fragrances', 22.769230769230766),
('$.thumbnail',
'https://i.dummyjson.com/data/products/11/thumbnail.jpg',
22.033898305084744),
('$.description', 'Mega Discount, Impression of A...', 20.657894736842106)]
result = inspector.search(payload, "65", top_k=10)
pprint(result)
====================
Returns:
[('$.stock', '65', 30.0),
('$.rating', '4.26', 20.0),
('$.thumbnail', 'https://i.dummyjson.com/data/products/11/thumbnail.jpg', 0.0),
('$.category', 'fragrances', 0.0),
('$.brand', 'Impression of Acqua Di Gio', 0.0),
('$.discountPercentage', '8.4', 0.0),
('$.price', '13', 0.0),
('$.description', 'Mega Discount, Impression of A...', 0.0),
('$.title', 'perfume Oil', 0.0),
('$.id', '11', 0.0)]
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