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Simple tool to merge JSON schemas

Project description

https://badge.fury.io/py/skinfer.png https://travis-ci.org/scrapinghub/skinfer.png?branch=master https://pypip.in/d/skinfer/badge.png

Simple tool to infer and/or merge JSON schemas

Features

  • Generating schema in JSON Schema draft 4 format
  • Inferring schema from multiple samples
  • Merging schemas - nice for generating schema in Map-Reduce fashion or updating an old schema with new data

Example of using skinfer to generate a schema from a list of samples:

$ cat samples.jsonl
{"name": "Claudio", "age": 29}
{"name": "Roberto", "surname": "Gomez", "age": 72}
$ skinfer --jsonlines samples.jsonl
{
    "$schema": "http://json-schema.org/draft-04/schema",
    "required": [
        "age",
        "name"
    ],
    "type": "object",
    "properties": {
        "age": {
            "type": "number"
        },
        "surname": {
            "type": "string"
        },
        "name": {
            "type": "string"
        }
    }
}

Install with:

$ pip install skinfer

Or, if you don’t have pip, you can still install it with:

$ easy_install skinfer

History

0.2.0 (2015-08-10)

  • Renamed entry-point script schema_inferer -> skinfer
  • Added json_validator
  • Dropped Python 2.6 support
  • Added more tests

0.1.2 (2015-08-04)

  • Bugfix: removed buggy -o argument
  • Automated PyPI release via Travis

0.1.1 (2015-05-01)

  • Support more complex string-type schemas
  • Attempt to infer JSON lines format instead of just failing
  • API cleanup: no need for long imports anymore
  • Updated documentation, added docstrings
  • Fixed merging schema for arrays with tuple vs list validation
  • Fixed compatibility issues with Python 2.6
  • Improved test coverage, added end-to-end tests

0.1.0 (2015-03-03)

  • First release on PyPI.

Project details


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