JSONPath
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JSONPath is a query language for JavaScript Object Notation (JSON).
A JSONPath expression selects and extracts JSON values from a given JSON value. The uses of JSONPath include:
- Selecting a specific node in a JSON value
- Retrieving a set of nodes from a JSON value, based on specific criteria
- Navigating through complex JSON values to retrieve the required data.
JSONPath queries are written as strings, e.g. $.foo
.
Example
The JSONPath expression $.store.book[0]
applied to the following value selects the first book (by Nigel Rees).
{
"store": {
"book": [
{ "author": "Nigel Rees",
"title": "Sayings of the Century",
"price": 8.95
},
{ "author": "J. R. R. Tolkien",
"title": "The Lord of the Rings",
"isbn": "0-395-19395-8",
"price": 22.99
}
],
"bicycle": {
"color": "red",
"price": 399
}
}
}
The expression $.store.book[*].price
extracts the prices of books: 8.95 and 22.99 (since [*]
selects all the nodes of an array).
The expression $..price
extracts all the prices: 8.95, 22.99, and 399.
History
JSONPath was first described in an online article[1] by Stefan Gössner in February 2007.
Subsequently, over fifty implementations were created in various programming languages. The JSONPath Comparison Project[2] lists many of these implementations and compares their behavior. JSONPath is widely used in the Java world[3].
In 2024, the IETF published a standard for JSONPath as RFC 9535[4].
Research
- Scalable Processing of Contemporary Semi-Structured Data on Commodity Parallel Processors - A Compilation-based Approach[5] describes an optimisation which converts JSONPath queries into parallel programs with bounded memory requirements.
- Supporting Descendants in SIMD-Accelerated JSONPath[6] describes an optimisation of JSONPath descendant queries when streaming potentially very large JSON values.
- τJSONPath: A Temporal Extension of the JSONPath Language for the τJSchema Framework[7] describes a temporal extension of JSONPath that supports querying the versions of a JSON value over its version history.
Alternatives
- JMESPath[8] is a query language for JSON with features that go far beyond JSONPath. It has a specification, a compliance test suite, and multiple implementations in various languages.
- JSON Pointer[9] defines a string syntax for identifying a single value within a given JSON value of known structure.
- JSONiq[10] is a query and transformation language for JSON.
References
- ^ Gössner, Stefan. "JSONPath - XPath for JSON". Archived from the original on 11 September 2007. Retrieved 22 March 2024.
- ^ Burgmer, Christoph. "JSONPath Comparison". Archived from the original on 3 March 2024. Retrieved 22 March 2024.
- ^ Friesen, Jeff (11 January 2019). Java XML and JSON: Document Processing for Java SE (2nd ed.). Apress. ISBN 978-1484243299.
- ^ Gössner, Stefan. "RFC 9535 JSONPath: Query Expressions for JSON". The RFC Series. The Internet Engineering Task Force (IETF). Retrieved 22 March 2024.
- ^ Jiang, Lin; Sun, Xiaofan; Farooq, Umar; Zhao, Zhijia (April 2019). "Scalable Processing of Contemporary Semi-Structured Data on Commodity Parallel Processors - A Compilation-based Approach". Architectural Support for Programming Languages and Operating Systems. doi:10.1145/3297858.3304008.
- ^ Gienieczko, Mateusz; Murlak, Filip; Paperman, Charles (February 2024). "Supporting Descendants in SIMD-Accelerated JSONPath". Conference on Architectural Support for Programming Languages and Operating Systems. 4.
- ^ Brahmia, Zouhaier; Grandi, Fabio; Brahmia, Safa; Bouaziz, Rafik (2023). "τJSONPath: A Temporal Extension of the JSONPath Language for the τJSchema Framework". Lecture Notes in Networks and Systems. 635.
- ^ Saryerwinnie, James. "JMESPath". Archived from the original on 14 March 2024. Retrieved 23 March 2024.
- ^ Bryan, Paul; Zyp, Kris; Nottingham, Mark. "RFC 6901 JavaScript Object Notation (JSON) Pointer". The RFC Series. The Internet Engineering Task Force (IETF). Retrieved 23 March 2024.
- ^ "JSONiq". Archived from the original on 13 January 2024. Retrieved 23 March 2024.