MongoEngine

Info:	MongoEngine is an Object-Document Mapper (ODM) for MongoDB.
Repository:	https://github.com/MongoEngine/mongoengine
Author:	Harry Marr (http://github.com/hmarr)
Maintainer:	Bastien Gerard (http://github.com/bagerard)

About

MongoEngine is a Python Object-Document Mapper (ODM) that provides a high-level, Pythonic API for working with MongoDB. It builds on top of PyMongo and offers schema enforcement, validation, inheritance, and both synchronous and asynchronous query APIs.

Documentation is available at: https://mongoengine-odm.readthedocs.io

Including:

• Tutorial
• User Guide
• API Reference

Supported MongoDB Versions

MongoEngine is tested against the following MongoDB versions:

• MongoDB 4.4
• MongoDB 5.0
• MongoDB 6.0
• MongoDB 7.0
• MongoDB 8.0

Newer MongoDB versions are expected to work. Please report issues if encountered.

Installation

We recommend using virtualenv and pip:

python -m pip install -U mongoengine

Alternatively:

pip install mongoengine

Python 3.8+ is required. Python 2 support was dropped in MongoEngine 0.20.0.

Dependencies

Core dependency:

• pymongo >= 4.14

Optional dependencies:

• python-dateutil (for DateTimeField parsing)
• Pillow (for ImageField / GridFS)
• blinker (for signals)

Synchronous Usage

A simple synchronous example:

import datetime
from mongoengine import (
    connect,
    Document,
    StringField,
    DateTimeField,
    ListField,
)

connect("mydb")

class BlogPost(Document):
    title = StringField(required=True, max_length=200)
    posted = DateTimeField(default=datetime.datetime.utcnow)
    tags = ListField(StringField(max_length=50))

post = BlogPost(
    title="Using MongoEngine",
    tags=["mongodb", "mongoengine"],
)
post.save()

count = BlogPost.objects(tags="mongoengine").count()
print(count)

Async Usage

MongoEngine provides a fully supported asyncio-native API. The async API mirrors the synchronous API and uses .aobjects along with await for all I/O operations.

Async support is first-class and designed for modern Python applications.

import asyncio
from mongoengine import (
    Document,
    StringField,
    async_connect,
)

async_connect("mydb")

class User(Document):
    name = StringField(required=True)

async def main():
    # Create
    alice = await User.aobjects.create(name="Alice")

    # Query
    first = await User.aobjects.first()
    assert first == alice

    # Update
    await User.aobjects(name="Alice").update(set__name="Alicia")

    # Delete
    await User.aobjects(name="Alicia").delete()

asyncio.run(main())

Tests

To run the test suite locally:

pytest tests/

To run against all supported Python and MongoDB versions:

python -m pip install tox
tox

Community

• MongoEngine Users mailing list: http://groups.google.com/group/mongoengine-users
• MongoEngine Developers mailing list: http://groups.google.com/group/mongoengine-dev

Contributing

Contributions are welcome!

Please see: https://github.com/MongoEngine/mongoengine/blob/master/CONTRIBUTING.rst