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
Monty, Mongo tinified. MongoDB implemented in Python !

Monty, Mongo tinified. MongoDB implemented in Python ! Inspired by TinyDB and it's extension TinyMongo. MontyDB is: A tiny version of MongoDB, against

David Lai 522 Jan 01, 2023
Async database support for Python. 🗄

Databases Databases gives you simple asyncio support for a range of databases. It allows you to make queries using the powerful SQLAlchemy Core expres

Encode 3.2k Dec 30, 2022
SAP HANA Connector in pure Python

SAP HANA Database Client for Python A pure Python client for the SAP HANA Database based on the SAP HANA Database SQL Command Network Protocol. pyhdb

SAP 299 Nov 20, 2022
Motor - the async Python driver for MongoDB and Tornado or asyncio

Motor Info: Motor is a full-featured, non-blocking MongoDB driver for Python Tornado and asyncio applications. Documentation: Available at motor.readt

mongodb 2.1k Dec 26, 2022
Find graph motifs using intuitive notation

d o t m o t i f Find graph motifs using intuitive notation DotMotif is a library that identifies subgraphs or motifs in a large graph. It looks like t

APL BRAIN 45 Jan 02, 2023
A Python-based RPC-like toolkit for interfacing with QuestDB.

pykit A Python-based RPC-like toolkit for interfacing with QuestDB. Requirements Python 3.9 Java Azul

QuestDB 11 Aug 03, 2022
Class to connect to XAMPP MySQL Database

MySQL-DB-Connection-Class Class to connect to XAMPP MySQL Database Basta fazer o download o mysql_connect.py e modificar os parâmetros que quiser. E d

Alexandre Pimentel 4 Jul 12, 2021
A simple wrapper to make a flat file drop in raplacement for mongodb out of TinyDB

Purpose A simple wrapper to make a drop in replacement for mongodb out of tinydb. This module is an attempt to add an interface familiar to those curr

180 Jan 01, 2023
A fast unobtrusive MongoDB ODM for Python.

MongoFrames MongoFrames is a fast unobtrusive MongoDB ODM for Python designed to fit into a workflow not dictate one. Documentation is available at Mo

getme 45 Jun 01, 2022
pandas-gbq is a package providing an interface to the Google BigQuery API from pandas

pandas-gbq pandas-gbq is a package providing an interface to the Google BigQuery API from pandas Installation Install latest release version via conda

Google APIs 348 Jan 03, 2023
Application which allows you to make PostgreSQL databases with Python

Automate PostgreSQL Databases with Python Application which allows you to make PostgreSQL databases with Python I used the psycopg2 library which is u

Marc-Alistair Coffi 0 Dec 31, 2021
Amazon S3 Transfer Manager for Python

s3transfer - An Amazon S3 Transfer Manager for Python S3transfer is a Python library for managing Amazon S3 transfers. Note This project is not curren

the boto project 158 Jan 07, 2023
Pure Python MySQL Client

PyMySQL Table of Contents Requirements Installation Documentation Example Resources License This package contains a pure-Python MySQL client library,

PyMySQL 7.2k Jan 09, 2023
Py2neo is a client library and toolkit for working with Neo4j from within Python

Py2neo Py2neo is a client library and toolkit for working with Neo4j from within Python applications. The library supports both Bolt and HTTP and prov

py2neo.org 1.2k Jan 02, 2023
Python client for Apache Kafka

Kafka Python client Python client for the Apache Kafka distributed stream processing system. kafka-python is designed to function much like the offici

Dana Powers 5.1k Jan 08, 2023
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
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
Confluent's Kafka Python Client

Confluent's Python Client for Apache KafkaTM confluent-kafka-python provides a high-level Producer, Consumer and AdminClient compatible with all Apach

Confluent Inc. 3.1k Jan 05, 2023
A simple Python tool to transfer data from MySQL to SQLite 3.

MySQL to SQLite3 A simple Python tool to transfer data from MySQL to SQLite 3. This is the long overdue complimentary tool to my SQLite3 to MySQL. It

Klemen Tusar 126 Jan 03, 2023