Skip to main content

JSON Matching Expressions

Project description

JMESPath

JMESPath allows you to declaratively specify how to extract elements from a JSON document.

For example, given this document:

{"foo": {"bar": "baz"}}

The jmespath expression foo.bar will return “baz”.

JMESPath also supports:

Referencing elements in a list. Given the data:

{"foo": {"bar": ["one", "two"]}}

The expression: foo.bar[0] will return “one”. You can also reference all the items in a list using the * syntax:

{"foo": {"bar": [{"name": "one"}, {"name": "two"}]}}

The expression: foo.bar[*].name will return [“one”, “two”]. Negative indexing is also supported (-1 refers to the last element in the list). Given the data above, the expression foo.bar[-1].name will return [“two”].

The * can also be used for hash types:

{"foo": {"bar": {"name": "one"}, "baz": {"name": "two"}}}

The expression: foo.*.name will return [“one”, “two”].

NOTE: jmespath is being actively developed. There are a number of features it does not currently support that may be added in the future.

Grammar

expression : expression '.' expression
           | expression '[' (number|star) ']
           | expression '.' star
           | identifier
star : '*'
identifier : [a-zA-Z_][a-zA-Z0-9']+
number : -?[0-9]+

Testing

In addition to the unit tests for the jmespath modules, there is a tests/compliance directory that contains .json files with test cases. This allows other implementations to verify they are producing the correct output. Each json file is grouped by feature.

Python Library

The included python implementation has two convenience functions that operate on python data structures. You can use search and give it the jmespath expression and the data:

>>> import jmespath
>>> path = jmespath.search('foo.bar', {'foo': {'bar': 'baz'}})
'baz'

Similar to the re module, you can store the compiled expressions and reuse them to perform repeated searches:

>>> import jmespath
>>> path = jmespath.compile('foo.bar')
>>> path.search({'foo': {'bar': 'baz'}})
'baz'
>>> path.search({'foo': {'bar': 'other'}})
'other'

You can also use the jmespath.parser.Parser class directly if you want more control.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

jmespath-0.0.1.tar.gz (6.8 kB view details)

Uploaded Source

File details

Details for the file jmespath-0.0.1.tar.gz.

File metadata

  • Download URL: jmespath-0.0.1.tar.gz
  • Upload date:
  • Size: 6.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No

File hashes

Hashes for jmespath-0.0.1.tar.gz
Algorithm Hash digest
SHA256 00b4b8b6f3028cf61f1d6cc1ce429bf22920247eb50578b47ca18564ec1b5111
MD5 b592e7b6044c53493134e5229ae5c360
BLAKE2b-256 c677a557fe7483826488f2d40aa68e21abed7cfc1522775d410008f11eb52bfe

See more details on using hashes here.

Provenance

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page