Mongojet

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Async (asyncio) MongoDB client for Python. It uses Rust MongoDB driver and tokio under the hood. Mongojet is 2-4x faster than Motor (and 1.5-3.5x faster than PyMongo AsyncMongoClient) in high concurrency scenarios (see benchmarks below).

Requirements

  • Python >= 3.9
  • pymongo>=4.6.2 (only bson package is required)

Installation

pip install mongojet

Usage

Mongojet has an API similar to PyMongo/Motor (but not exactly the same)

Creating a Client

Typically, you should create a single instance of Client per application/process. All client options should be passed via MongoDB connection string.

from mongojet import create_client, ReadPreference

client = await create_client('mongodb://localhost:27017/test_database?maxPoolSize=16')

Getting a Database

default database

db = client.get_default_database()

database with specific name

db = client.get_database('test_database')

database with specific name and options

db = client.get_database('test_database', read_preference=ReadPreference(mode='secondaryPreferred'))

Getting a Collection

collection = db['test_collection']

with options

collection = db.get_collection('test_collection', read_preference=ReadPreference(mode='secondary'))

Inserting documents

insert_one

document = {'key': 'value'}
result = await collection.insert_one(document)
print(result)
#> {'inserted_id': ObjectId('...')}

insert_many

documents = [{'i': i} for i in range(1000)]
result = await collection.insert_many(documents)
print(len(result['inserted_ids']))
#> 1000

Find documents

find_one (to get a single document)

document = await collection.find_one({'i': 1})
print(document)
#> {'_id': ObjectId('...'), 'i': 1}

find (to get cursor which is an async iterator)

cursor = await collection.find({'i': {'$gt': 5}}, sort={'i': -1}, limit=10)

you can iterate over the cursor using the async for loop

async for document in cursor:
    print(document)

or collect cursor to list of documents using to_list method

documents = await cursor.to_list()

find_many (to get list of documents in single batch)

documents = await collection.find_many({'i': {'$gt': 5}}, sort={'i': -1}, limit=10)

Counting documents

n = await collection.count_documents({'i': {'$gte': 500}})
print(n)
#> 500

Aggregating documents

cursor = await collection.aggregate(pipeline=[
    {'$match': {'i': {'$gte': 10}}},
    {'$sort': {'i': 1}},
    {'$limit': 10},
])
documents = await cursor.to_list()
print(documents)

Updating documents

replace_one

result = await collection.replace_one(filter={'i': 5}, replacement={'i': 5000})
print(result)
#> {'matched_count': 1, 'modified_count': 1, 'upserted_id': None}

update_one

result = await collection.update_one(filter={'i': 5}, update={'$set': {'i': 5000}}, upsert=True)
print(result)
#> {'matched_count': 0, 'modified_count': 0, 'upserted_id': ObjectId('...')}

update_many

result = await collection.update_many(filter={'i': {'$gte': 100}}, update={'$set': {'i': 0}})
print(result)
#> {'matched_count': 900, 'modified_count': 900, 'upserted_id': None}

Deleting documents

delete_one

result = await collection.delete_one(filter={'i': 5})
print(result)
#> {'deleted_count': 1}

delete_many

result = await collection.delete_many(filter={'i': {'$gt': 5}})
print(result)
#> {'deleted_count': 94}

Working with GridFS

bucket = db.gridfs_bucket(bucket_name="images")

with open('/path/to/my/awesome/image.png', mode='rb') as file:
    data = file.read()
    result = await bucket.put(data, filename='image.png', content_type='image/png')
    file_id = result['file_id']

with open('/path/to/my/awesome/image_copy.png', mode='wb') as file:
    data = await bucket.get_by_id(file_id)
    file.write(data)

await bucket.delete(file_id)

Simple benchmark (lower is better):

find_one

find_one

insert_one

insert_one

iterate over cursor

cursor

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for romis2012 from gravatar.com romis2012

Credits

Author: Roman Snegirev

License

Apache Software License

Requires

Python >=3.9

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for romis2012 from gravatar.com romis2012

Credits

Author: Roman Snegirev

License

Apache Software License

Requires

Python >=3.9

Classifiers

Report project as malware

Release files for mongojet 0.5.8

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for mongojet 0.5.8
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mongojet-0.5.8.tar.gz 318.6 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for mongojet 0.5.8
File
mongojet-0.5.8-cp315-cp315-win_amd64.whl 6.3 MB CPython 3.15 CPython 3.15 Windows x86-64 Details
mongojet-0.5.8-cp315-cp315-win32.whl 5.4 MB CPython 3.15 CPython 3.15 Windows x86-32 Details
mongojet-0.5.8-cp315-cp315-manylinux_2_28_aarch64.whl 6.6 MB CPython 3.15 CPython 3.15 Linux glibc 2.28+ ARM64 Details
mongojet-0.5.8-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 6.6 MB CPython 3.15 CPython 3.15 Linux glibc 2.17+ x86-64 Details
mongojet-0.5.8-cp315-cp315-manylinux_2_17_s390x.manylinux2014_s390x.whl 6.3 MB CPython 3.15 CPython 3.15 Linux glibc 2.17+ IBM System/390x Details
mongojet-0.5.8-cp315-cp315-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 7.9 MB CPython 3.15 CPython 3.15 Linux glibc 2.17+ PowerPC 64-le Details
mongojet-0.5.8-cp315-cp315-manylinux_2_17_i686.manylinux2014_i686.whl 7.3 MB CPython 3.15 CPython 3.15 Linux glibc 2.17+ x86-32 Details
mongojet-0.5.8-cp315-cp315-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 6.6 MB CPython 3.15 CPython 3.15 Linux glibc 2.17+ ARMv7l Details
mongojet-0.5.8-cp315-cp315-macosx_11_0_arm64.whl 6.0 MB CPython 3.15 CPython 3.15 macOS 11.0+ ARM64 Details
mongojet-0.5.8-cp315-cp315-macosx_10_12_x86_64.whl 6.1 MB CPython 3.15 CPython 3.15 macOS 10.12+ x86-64 Details
mongojet-0.5.8-cp314-cp314-win_amd64.whl 6.3 MB CPython 3.14 CPython 3.14 Windows x86-64 Details
mongojet-0.5.8-cp314-cp314-win32.whl 5.4 MB CPython 3.14 CPython 3.14 Windows x86-32 Details
mongojet-0.5.8-cp314-cp314-manylinux_2_28_aarch64.whl 6.6 MB CPython 3.14 CPython 3.14 Linux glibc 2.28+ ARM64 Details
mongojet-0.5.8-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 6.6 MB CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-64 Details
mongojet-0.5.8-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl 6.3 MB CPython 3.14 CPython 3.14 Linux glibc 2.17+ IBM System/390x Details
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mongojet-0.5.8-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl 7.4 MB CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-32 Details
mongojet-0.5.8-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 6.6 MB CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARMv7l Details
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mongojet-0.5.8-cp314-cp314-macosx_10_12_x86_64.whl 6.1 MB CPython 3.14 CPython 3.14 macOS 10.12+ x86-64 Details
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mongojet-0.5.8-cp313-cp313-win32.whl 5.4 MB CPython 3.13 CPython 3.13 Windows x86-32 Details
mongojet-0.5.8-cp313-cp313-manylinux_2_28_aarch64.whl 6.6 MB CPython 3.13 CPython 3.13 Linux glibc 2.28+ ARM64 Details
mongojet-0.5.8-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 6.6 MB CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details
mongojet-0.5.8-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl 6.3 MB CPython 3.13 CPython 3.13 Linux glibc 2.17+ IBM System/390x Details
mongojet-0.5.8-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 7.9 MB CPython 3.13 CPython 3.13 Linux glibc 2.17+ PowerPC 64-le Details
mongojet-0.5.8-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl 7.3 MB CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-32 Details
mongojet-0.5.8-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 6.6 MB CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARMv7l Details
mongojet-0.5.8-cp313-cp313-macosx_11_0_arm64.whl 6.0 MB CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
mongojet-0.5.8-cp313-cp313-macosx_10_12_x86_64.whl 6.1 MB CPython 3.13 CPython 3.13 macOS 10.12+ x86-64 Details
mongojet-0.5.8-cp312-cp312-win_amd64.whl 6.3 MB CPython 3.12 CPython 3.12 Windows x86-64 Details
mongojet-0.5.8-cp312-cp312-win32.whl 5.4 MB CPython 3.12 CPython 3.12 Windows x86-32 Details
mongojet-0.5.8-cp312-cp312-manylinux_2_28_aarch64.whl 6.6 MB CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64 Details
mongojet-0.5.8-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 6.6 MB CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
mongojet-0.5.8-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl 6.3 MB CPython 3.12 CPython 3.12 Linux glibc 2.17+ IBM System/390x Details
mongojet-0.5.8-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 7.7 MB CPython 3.12 CPython 3.12 Linux glibc 2.17+ PowerPC 64-le Details
mongojet-0.5.8-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl 7.3 MB CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-32 Details
mongojet-0.5.8-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 6.6 MB CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARMv7l Details
mongojet-0.5.8-cp312-cp312-macosx_11_0_arm64.whl 6.0 MB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
mongojet-0.5.8-cp312-cp312-macosx_10_12_x86_64.whl 6.1 MB CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
mongojet-0.5.8-cp311-cp311-win_amd64.whl 6.3 MB CPython 3.11 CPython 3.11 Windows x86-64 Details
mongojet-0.5.8-cp311-cp311-win32.whl 5.4 MB CPython 3.11 CPython 3.11 Windows x86-32 Details
mongojet-0.5.8-cp311-cp311-manylinux_2_28_aarch64.whl 6.6 MB CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64 Details
mongojet-0.5.8-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 6.6 MB CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
mongojet-0.5.8-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 6.3 MB CPython 3.11 CPython 3.11 Linux glibc 2.17+ IBM System/390x Details
mongojet-0.5.8-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 7.9 MB CPython 3.11 CPython 3.11 Linux glibc 2.17+ PowerPC 64-le Details
mongojet-0.5.8-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl 7.4 MB CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-32 Details
mongojet-0.5.8-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 6.6 MB CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARMv7l Details
mongojet-0.5.8-cp311-cp311-macosx_11_0_arm64.whl 6.0 MB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
mongojet-0.5.8-cp311-cp311-macosx_10_12_x86_64.whl 6.1 MB CPython 3.11 CPython 3.11 macOS 10.12+ x86-64 Details
mongojet-0.5.8-cp310-cp310-win_amd64.whl 6.3 MB CPython 3.10 CPython 3.10 Windows x86-64 Details
mongojet-0.5.8-cp310-cp310-win32.whl 5.4 MB CPython 3.10 CPython 3.10 Windows x86-32 Details
mongojet-0.5.8-cp310-cp310-manylinux_2_28_aarch64.whl 6.6 MB CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64 Details
mongojet-0.5.8-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 6.6 MB CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
mongojet-0.5.8-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl 6.3 MB CPython 3.10 CPython 3.10 Linux glibc 2.17+ IBM System/390x Details
mongojet-0.5.8-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 7.9 MB CPython 3.10 CPython 3.10 Linux glibc 2.17+ PowerPC 64-le Details
mongojet-0.5.8-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl 7.4 MB CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-32 Details
mongojet-0.5.8-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 6.6 MB CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARMv7l Details
mongojet-0.5.8-cp310-cp310-macosx_11_0_arm64.whl 6.0 MB CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
mongojet-0.5.8-cp310-cp310-macosx_10_12_x86_64.whl 6.1 MB CPython 3.10 CPython 3.10 macOS 10.12+ x86-64 Details
mongojet-0.5.8-cp39-cp39-win_amd64.whl 6.3 MB CPython 3.9 CPython 3.9 Windows x86-64 Details
mongojet-0.5.8-cp39-cp39-win32.whl 5.4 MB CPython 3.9 CPython 3.9 Windows x86-32 Details
mongojet-0.5.8-cp39-cp39-manylinux_2_28_aarch64.whl 6.6 MB CPython 3.9 CPython 3.9 Linux glibc 2.28+ ARM64 Details
mongojet-0.5.8-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 6.7 MB CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
mongojet-0.5.8-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl 6.3 MB CPython 3.9 CPython 3.9 Linux glibc 2.17+ IBM System/390x Details
mongojet-0.5.8-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 7.9 MB CPython 3.9 CPython 3.9 Linux glibc 2.17+ PowerPC 64-le Details
mongojet-0.5.8-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl 7.4 MB CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-32 Details
mongojet-0.5.8-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 6.6 MB CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARMv7l Details
mongojet-0.5.8-cp39-cp39-macosx_11_0_arm64.whl 6.0 MB CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
mongojet-0.5.8-cp39-cp39-macosx_10_12_x86_64.whl 6.1 MB CPython 3.9 CPython 3.9 macOS 10.12+ x86-64 Details

Total release size: 456.6 MB

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