sync/async MongoDB ODM, yes.

Overview

μMongo: sync/async ODM

Latest version Python versions marshmallow 3 only License Build status Documentation

μMongo is a Python MongoDB ODM. It inception comes from two needs: the lack of async ODM and the difficulty to do document (un)serialization with existing ODMs.

From this point, μMongo made a few design choices:

  • Stay close to the standards MongoDB driver to keep the same API when possible: use find({"field": "value"}) like usual but retrieve your data nicely OO wrapped !
  • Work with multiple drivers (PyMongo, TxMongo, motor_asyncio and mongomock for the moment)
  • Tight integration with Marshmallow serialization library to easily dump and load your data with the outside world
  • i18n integration to localize validation error messages
  • Free software: MIT license
  • Test with 90%+ coverage ;-)

µMongo requires MongoDB 4.2+ and Python 3.7+.

Quick example

import datetime as dt
from pymongo import MongoClient
from umongo import Document, fields, validate
from umongo.frameworks import PyMongoInstance

db = MongoClient().test
instance = PyMongoInstance(db)

@instance.register
class User(Document):
    email = fields.EmailField(required=True, unique=True)
    birthday = fields.DateTimeField(validate=validate.Range(min=dt.datetime(1900, 1, 1)))
    friends = fields.ListField(fields.ReferenceField("User"))

    class Meta:
        collection_name = "user"

# Make sure that unique indexes are created
User.ensure_indexes()

goku = User(email='[email protected]', birthday=dt.datetime(1984, 11, 20))
goku.commit()
vegeta = User(email='[email protected]', friends=[goku])
vegeta.commit()

vegeta.friends
# <object umongo.data_objects.List([<object umongo.dal.pymongo.PyMongoReference(document=User, pk=ObjectId('5717568613adf27be6363f78'))>])>
vegeta.dump()
# {id': '570ddb311d41c89cabceeddc', 'email': '[email protected]', friends': ['570ddb2a1d41c89cabceeddb']}
User.find_one({"email": '[email protected]'})
# <object Document __main__.User({'id': ObjectId('570ddb2a1d41c89cabceeddb'), 'friends': <object umongo.data_objects.List([])>,
#                                 'email': '[email protected]', 'birthday': datetime.datetime(1984, 11, 20, 0, 0)})>

Get it now:

$ pip install umongo           # This installs umongo with pymongo
$ pip install my-mongo-driver  # Other MongoDB drivers must be installed manually

Or to get it along with the MongoDB driver you're planing to use:

$ pip install umongo[motor]
$ pip install umongo[txmongo]
$ pip install umongo[mongomock]
Owner
Scille
Scille
PyMongo - the Python driver for MongoDB

PyMongo Info: See the mongo site for more information. See GitHub for the latest source. Documentation: Available at pymongo.readthedocs.io Author: Mi

mongodb 3.7k Jan 08, 2023
Py2neo is a comprehensive toolkit for working with Neo4j from within Python applications or from the command line.

Py2neo v3 Py2neo is a client library and toolkit for working with Neo4j from within Python applications and from the command line. The core library ha

64 Oct 14, 2022
Python ODBC bridge

pyodbc pyodbc is an open source Python module that makes accessing ODBC databases simple. It implements the DB API 2.0 specification but is packed wit

Michael Kleehammer 2.6k Dec 27, 2022
Redis client for Python asyncio (PEP 3156)

Redis client for Python asyncio. Redis client for the PEP 3156 Python event loop. This Redis library is a completely asynchronous, non-blocking client

Jonathan Slenders 554 Dec 04, 2022
Dinamopy is a python helper library for dynamodb

Dinamopy is a python helper library for dynamodb. You can define your access patterns in a json file and can use dynamic method names to make operations.

Rasim Andıran 2 Jul 18, 2022
Simple DDL Parser to parse SQL (HQL, TSQL, AWS Redshift, Snowflake and other dialects) ddl files to json/python dict with full information about columns: types, defaults, primary keys, etc.

Simple DDL Parser Build with ply (lex & yacc in python). A lot of samples in 'tests/. Is it Stable? Yes, library already has about 5000+ usage per day

Iuliia Volkova 95 Jan 05, 2023
Python Wrapper For sqlite3 and aiosqlite

Python Wrapper For sqlite3 and aiosqlite

6 May 30, 2022
Database connection pooler for Python

Nimue Strange women lying in ponds distributing swords is no basis for a system of government! --Dennis, Peasant Nimue is a database connection pool f

1 Nov 09, 2021
Python DBAPI simplified

Facata A Python library that provides a simplified alternative to DBAPI 2. It provides a facade in front of DBAPI 2 drivers. Table of Contents Install

Tony Locke 44 Nov 17, 2021
Use SQL query in a jupyter notebook!

SQL-query Use SQL query in a jupyter notebook! The table I used can be found on UN Data. Or you can just click the link and download the file undata_s

Chuqin 2 Oct 05, 2022
PostgreSQL database adapter for the Python programming language

psycopg2 - Python-PostgreSQL Database Adapter Psycopg is the most popular PostgreSQL database adapter for the Python programming language. Its main fe

The Psycopg Team 2.8k Jan 05, 2023
Pony Object Relational Mapper

Downloads Pony Object-Relational Mapper Pony is an advanced object-relational mapper. The most interesting feature of Pony is its ability to write que

3.1k Jan 04, 2023
Sample code to extract data directly from the NetApp AIQUM MySQL Database

This sample code shows how to connect to the AIQUM Database and pull user quota details from it. AIQUM Requirements: 1. AIQUM 9.7 or higher. 2. An

1 Nov 08, 2021
Create a database, insert data and easily select it with Sqlite

sqliteBasics create a database, insert data and easily select it with Sqlite Watch on YouTube a step by step tutorial explaining this code: https://yo

Mariya 27 Dec 27, 2022
A Python library for Cloudant and CouchDB

Cloudant Python Client This is the official Cloudant library for Python. Installation and Usage Getting Started API Reference Related Documentation De

Cloudant 162 Dec 19, 2022
MongoX is an async python ODM for MongoDB which is built on top Motor and Pydantic.

MongoX MongoX is an async python ODM (Object Document Mapper) for MongoDB which is built on top Motor and Pydantic. The main features include: Fully t

Amin Alaee 112 Dec 04, 2022
Redis Python Client

redis-py The Python interface to the Redis key-value store. Python 2 Compatibility Note redis-py 3.5.x will be the last version of redis-py that suppo

Andy McCurdy 11k Dec 29, 2022
A HugSQL-inspired database library for Python

PugSQL PugSQL is a simple Python interface for using parameterized SQL, in files. See pugsql.org for the documentation. To install: pip install pugsql

Dan McKinley 558 Dec 24, 2022
Python cluster client for the official redis cluster. Redis 3.0+.

redis-py-cluster This client provides a client for redis cluster that was added in redis 3.0. This project is a port of redis-rb-cluster by antirez, w

Grokzen 1.1k Jan 05, 2023
asyncio compatible driver for elasticsearch

asyncio client library for elasticsearch aioes is a asyncio compatible library for working with Elasticsearch The project is abandoned aioes is not su

97 Sep 05, 2022