PyMongo
About
The PyMongo distribution contains tools for interacting with MongoDB
database from Python. The bson package is an implementation of the
BSON format for Python. The pymongo package is
a native Python driver for MongoDB, offering both synchronous and asynchronous APIs. The gridfs package is a
gridfs
implementation on top of pymongo.
PyMongo supports MongoDB 4.4, 5.0, 6.0, 7.0, 8.0, and 9.0. PyMongo follows semantic versioning for its releases.
Documentation
Documentation is available at mongodb.com.
API documentation and the full changelog for each release is available at readthedocs.io.
Support / Feedback
For issues with, questions about, or feedback for PyMongo, please look into our support channels. Please do not email any of the PyMongo developers directly with issues or questions - you're more likely to get an answer on StackOverflow (using a "mongodb" tag).
Bugs / Feature Requests
Think you've found a bug? Want to see a new feature in PyMongo? Please open a case in our issue management tool, JIRA:
- Create an account and login.
- Navigate to the PYTHON project.
- Click Create Issue - Please provide as much information as possible about the issue type and how to reproduce it.
Bug reports in JIRA for all driver projects (i.e. PYTHON, CSHARP, JAVA) and the Core Server (i.e. SERVER) project are public.
How To Ask For Help
Please include all of the following information when opening an issue:
-
Detailed steps to reproduce the problem, including full traceback, if possible.
-
The exact python version used, with patch level:
python -c "import sys; print(sys.version)"
- The exact version of PyMongo used, with patch level:
python -c "import pymongo; print(pymongo.version); print(pymongo.has_c())"
-
The operating system and version (e.g. Windows 7, OSX 10.8, ...)
-
Web framework or asynchronous network library used, if any, with version (e.g. Django 1.7, mod_wsgi 4.3.0, gevent 1.0.1, Tornado 4.0.2, ...)
Security Vulnerabilities
If you've identified a security vulnerability in a driver or any other MongoDB project, please report it according to the instructions here.
Installation
PyMongo can be installed with pip:
python -m pip install pymongo
You can also download the project source and do:
pip install .
Do not install the "bson" package from pypi. PyMongo comes with its own bson package; running "pip install bson" installs a third-party package that is incompatible with PyMongo.
Dependencies
PyMongo supports CPython 3.11+.
Required dependencies:
Support for mongodb+srv:// URIs requires dnspython
Optional dependencies:
GSSAPI authentication requires pykerberos on Unix or WinKerberos on Windows. The correct dependency can be installed automatically along with PyMongo:
python -m pip install "pymongo[gssapi]"
MONGODB-AWS authentication requires pymongo-auth-aws:
python -m pip install "pymongo[aws]"
OCSP (Online Certificate Status Protocol) requires PyOpenSSL, requests, service_identity and may require certifi:
python -m pip install "pymongo[ocsp]"
Wire protocol compression with snappy requires python-snappy:
python -m pip install "pymongo[snappy]"
Wire protocol compression with zstandard requires backports.zstd when used with Python versions before 3.14:
python -m pip install "pymongo[zstd]"
Client-Side Field Level Encryption requires pymongocrypt and pymongo-auth-aws:
python -m pip install "pymongo[encryption]"
You can install all dependencies automatically with the following command:
python -m pip install "pymongo[gssapi,aws,ocsp,snappy,zstd,encryption]"
Examples
Here's a basic example (for more see the examples section of the docs):
>>> import pymongo
>>> client = pymongo.MongoClient("localhost", 27017)
>>> db = client.test
>>> db.name
'test'
>>> db.my_collection
Collection(Database(MongoClient('localhost', 27017), 'test'), 'my_collection')
>>> db.my_collection.insert_one({"x": 10}).inserted_id
ObjectId('4aba15ebe23f6b53b0000000')
>>> db.my_collection.insert_one({"x": 8}).inserted_id
ObjectId('4aba160ee23f6b543e000000')
>>> db.my_collection.insert_one({"x": 11}).inserted_id
ObjectId('4aba160ee23f6b543e000002')
>>> db.my_collection.find_one()
{'x': 10, '_id': ObjectId('4aba15ebe23f6b53b0000000')}
>>> for item in db.my_collection.find():
... print(item["x"])
...
10
8
11
>>> db.my_collection.create_index("x")
'x_1'
>>> for item in db.my_collection.find().sort("x", pymongo.ASCENDING):
... print(item["x"])
...
8
10
11
>>> [item["x"] for item in db.my_collection.find().limit(2).skip(1)]
[8, 11]
Learning Resources
- MongoDB Learn - Python courses.
- Python Articles on Developer Center.
Testing
The easiest way to run the tests is to run the following from the repository root.
pip install -e ".[test]"
pytest
For more advanced testing scenarios, see the contributing guide.
1 maintainer
Metadata
1 maintainer
Release files for pymongo 4.20.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
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|---|---|---|---|---|
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Built distributions (wheels)
Total release size: 69.3 MB
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