Schema extractor for MongoDB

Mongo-inspector is a Python library that analyses the data of a MongoDB database to extract its "schema" (I know...).

Installation

$ pip install mongo-inspector

Usage

import mongo_inspector
schema = mongo_inspector.extract_schema(
    db_name='mydb',
    host='myhost',  # optional: default 'localhost'
    port=xxxx       # optional: default 27017
)

The returned schema looks like that:

{
    u'SomeCollection': [
        Attribute(name=u'id', types=[u'String']),
        Attribute(name=u'someattribute', types=[u'String'])
    ],
    u'AnotherCollection': [
        Attribute(name=u'_id', types=[u'ObjectId']),
        Attribute(name=u'someattr', types=[u'Object']),
        Attribute(name=u'someattr.nested', types=[u'Number']),
        Attribute(name=u'somelist', types=[u'Array']),
        Attribute(name=u'somelist.__item__', types=[u'Object']),
        Attribute(name=u'somelist.__item__.nested',
                  types=[u'String', u'Number'])
    ]
}

Attribute(name, types) is just a nametuple. Each attribute can have several types.

Future

• It might be usefull to return a tree instead of 'point-separated' nested keys.