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 4.0, 4.2, 4.4, 5.0, 6.0, 7.0, and 8.0.
Support / FeedbackFor 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 RequestsThink you've found a bug? Want to see a new feature in PyMongo? Please open a case in our issue management tool, JIRA:
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 HelpPlease 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)"
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, ...)
If you've identified a security vulnerability in a driver or any other MongoDB project, please report it according to the instructions here.
InstallationPyMongo 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.
DependenciesPyMongo supports CPython 3.9+ and PyPy3.10+.
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 zstandard:
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]Documentation
Documentation is available at pymongo.readthedocs.io.
See the contributing guide for how to build the documentation.
Learning ResourcesThe 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.
Download filesDownload the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution Built Distributions File detailsDetails for the file pymongo-4.13.2.tar.gz
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
:
Details for the file pymongo-4.13.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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BLAKE2b-256 aafec5960c0e6438bd489367261e5ef1a5db01e34349f0dbf7529fb938d3d2ef
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
:
Details for the file pymongo-4.13.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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BLAKE2b-256 50d4eb74e98ea980a5e1ec4f06f383ec6c52ab02076802de24268f477ef616d2
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
:
Details for the file pymongo-4.13.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
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BLAKE2b-256 f50de150a414e5cb07f2fefca817fa071a6da8d96308469a85a777244c8c4337
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
:
Details for the file pymongo-4.13.2-cp311-cp311-macosx_11_0_arm64.whl
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BLAKE2b-256 e741480ca82b3b3320fc70fe699a01df28db15a4ea154c8759ab4a437a74c808
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp311-cp311-macosx_11_0_arm64.whl
:
Details for the file pymongo-4.13.2-cp311-cp311-macosx_10_9_x86_64.whl
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BLAKE2b-256 94df4c4ef17b48c70120f834ba7151860c300924915696c4a57170cb5b09787f
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp311-cp311-macosx_10_9_x86_64.whl
:
Details for the file pymongo-4.13.2-cp310-cp310-win_amd64.whl
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BLAKE2b-256 9f702d8bbdac28e869cebb8081a43f8b16c6dd2384f6aef28fcc6ec0693a7042
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp310-cp310-win_amd64.whl
:
Details for the file pymongo-4.13.2-cp310-cp310-win32.whl
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MD5 69a9a143ab2a91c20ee74bd4251144f6
BLAKE2b-256 0522bd328cedc79768ab03942fd828f0cd1d50a3ae2c3caf3aebad65a644eb75
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp310-cp310-win32.whl
:
Details for the file pymongo-4.13.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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BLAKE2b-256 5aa89ddf0ad0884046c34c5eb3de9a944c47d37e39989ae782ded2b207462a97
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
:
Details for the file pymongo-4.13.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
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BLAKE2b-256 2651757ee06299e2bb61c0ae7b886ca845a78310cf94fc95bbc044bbe7892392
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
:
Details for the file pymongo-4.13.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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BLAKE2b-256 2b5c5f61269c87e565a6f4016e644e2bd20473b4b5a47c362ad3d57a1428ef33
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
:
Details for the file pymongo-4.13.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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BLAKE2b-256 b6da07cdbaf507cccfdac837f612ea276523d2cdd380c5253c86ceae0369f0e2
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
:
Details for the file pymongo-4.13.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
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BLAKE2b-256 7b5761b289b440e77524e4b0d6881f6c6f50cf9a55a72b5ba2adaa43d70531e6
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
:
Details for the file pymongo-4.13.2-cp310-cp310-macosx_11_0_arm64.whl
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BLAKE2b-256 ce7f2cbc897dd2867b9b5f8e9e6587dc4bf23e3777a4ddd712064ed21aea99e0
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp310-cp310-macosx_11_0_arm64.whl
:
Details for the file pymongo-4.13.2-cp310-cp310-macosx_10_9_x86_64.whl
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MD5 fe7a4b8498c7975813c7f4a2e7f4ed82
BLAKE2b-256 dfa8293dfd3accda06ae94c54e7c15ac5108614d31263708236b4743554ad6ee
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp310-cp310-macosx_10_9_x86_64.whl
:
Details for the file pymongo-4.13.2-cp39-cp39-win_amd64.whl
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BLAKE2b-256 7ea93abc30b68df1ea2e0ab5d5245039c0c062d0a411b0e327bd986370deff05
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp39-cp39-win_amd64.whl
:
Details for the file pymongo-4.13.2-cp39-cp39-win32.whl
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b7e04c45f6a7d5a13fe064f42130d29b0730cb83dd387a623563ff3b9bd2f4d1
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BLAKE2b-256 4873e93ce27900ebfb19ecd987eef9d8d56b86ce065002504fd0c6958af93197
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp39-cp39-win32.whl
:
Details for the file pymongo-4.13.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
.
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MD5 2e629827655c3fe1b77fff4404e4c612
BLAKE2b-256 7fe1c6ab4ee8d78447d6fb24a62f36234cd41476c94cf238a4c87a34ef7d68ba
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
:
Details for the file pymongo-4.13.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
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BLAKE2b-256 4c71f195afd6e1cadbd5ff2abec451b2022f78e9486052388d8dc362a419466b
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
:
Details for the file pymongo-4.13.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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BLAKE2b-256 0c531e9c0d642268e641105e64bb7119e97ee213d4f17c376dc2dd29b24ac08b
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
:
Details for the file pymongo-4.13.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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BLAKE2b-256 76fb03e35ad0a23a6ed8a4707392ed6b25d145692191201940b9001ba627697b
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
:
Details for the file pymongo-4.13.2-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl
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BLAKE2b-256 65a183990c9d6ea16937009b7af2ce705ee8c5d4f1e740c8ecd73ac8950e00bb
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.whl
:
Details for the file pymongo-4.13.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
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BLAKE2b-256 273f97d23f419a3ee72da3c29d9d41519e03bfcc619d8d2770630006138031be
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
:
Details for the file pymongo-4.13.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
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MD5 335f4f90e381d75b4f556efc104c7035
BLAKE2b-256 d46121628680899f2d72b617a49168b0b9a8c29c7a33e899296f5c71e39e3727
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
:
Details for the file pymongo-4.13.2-cp39-cp39-macosx_11_0_arm64.whl
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BLAKE2b-256 13f30a590c94291c9e4e88ff7e9ce51b16fbef82a362681f08e6f173b67b55df
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp39-cp39-macosx_11_0_arm64.whl
:
Details for the file pymongo-4.13.2-cp39-cp39-macosx_10_9_x86_64.whl
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MD5 2dfe3fd6a382790cec801ad26c2f9d3c
BLAKE2b-256 ab08e409aaf371d2aaf11ba2cb3a7a14dd5d3e8a78b8aa9d3472a198bf2d9179
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ProvenanceThe following attestation bundles were made for pymongo-4.13.2-cp39-cp39-macosx_10_9_x86_64.whl
:
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