Best-of Python
πΒ A ranked list of awesome Python open-source libraries & tools. Updated weekly.
This curated list contains 300 awesome open-source projects with a total of 930K stars grouped into 26 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
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Contents
- Data Serialization 15 projects
- Data Structures 14 projects
- Data Validation 13 projects
- Algorithms & Design Patterns 4 projects
- Date & Time Utilities 9 projects
- File & Path Utilities 9 projects
- Compatiblity 7 projects
- Cryptography 7 projects
- Infrastructure & DevOps 18 projects
- Process Utilities 4 projects
- Asynchronous Programming 6 projects
- Configuration 8 projects
- CLI Development 19 projects
- Development Tools 1 projects
- Data Caching 6 projects
- GUI Development 10 projects
- Computer & Machine Vision 1 projects
- Machine Learning & Data Engineering 1 projects
- Text Data 11 projects
- Web Development 1 projects
- Database Clients 61 projects
- Data Loading & Extraction 27 projects
- File Formats 3 projects
- Code Inspection 4 projects
- General Utilities 15 projects
- Python Implementations 6 projects
- Others 19 projects
Explanation
- π₯π₯π₯Β Combined project-quality score
- βοΈΒ Star count from GitHub
- π£Β New project (less than 6 months old)
- π€Β Inactive project (6 months no activity)
- πΒ Dead project (12 months no activity)
- ππΒ Project is trending up or down
- βΒ Project was recently added
- βοΈΒ Warning (e.g. missing/risky license)
- π¨βπ»Β Contributors count from GitHub
- πΒ Fork count from GitHub
- πΒ Issue count from GitHub
- β±οΈΒ Last update timestamp on package manager
- π₯Β Download count from package manager
- π¦Β Number of dependent projects
Data Serialization
protobuf (π₯41 Β· β 49K) - Protocol Buffers - Google's data interchange format. BSD-3
-
GitHub (π¨βπ» 850 Β· π 13K Β· π₯ 27M Β· π¦ 150K Β· π 4.7K - 26% open Β· β±οΈ 13.07.2021):
git clone https://github.com/protocolbuffers/protobuf -
PyPi (π₯ 59M / month Β· π¦ 25K Β· β±οΈ 08.06.2021):
pip install protobuf -
Conda (π₯ 5.5M Β· β±οΈ 29.06.2021):
conda install -c conda-forge protobuf
flatbuffers (π₯35 Β· β 16K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
-
GitHub (π¨βπ» 500 Β· π 2.5K Β· π₯ 31K Β· π¦ 950 Β· π 1.7K - 8% open Β· β±οΈ 12.07.2021):
git clone https://github.com/google/flatbuffers -
PyPi (π₯ 5.4M / month Β· π¦ 170 Β· β±οΈ 10.05.2021):
pip install flatbuffers -
Conda (π₯ 250K Β· β±οΈ 11.05.2021):
conda install -c conda-forge flatbuffers
simplejson (π₯34 Β· β 1.4K Β· π) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
-
GitHub (π¨βπ» 36 Β· π 300 Β· π₯ 5.3K Β· π¦ 66K Β· π 180 - 9% open Β· β±οΈ 09.07.2021):
git clone https://github.com/simplejson/simplejson -
PyPi (π₯ 14M / month Β· π¦ 39K Β· β±οΈ 09.07.2021):
pip install simplejson -
Conda (π₯ 1.2M Β· β±οΈ 10.07.2021):
conda install -c conda-forge simplejson
marshmallow (π₯32 Β· β 5.6K) - A lightweight library for converting complex objects to and from.. MIT
-
GitHub (π¨βπ» 190 Β· π 570 Β· π¦ 30K Β· π 1.1K - 11% open Β· β±οΈ 06.07.2021):
git clone https://github.com/marshmallow-code/marshmallow -
PyPi (π₯ 9.1M / month Β· π¦ 18K Β· β±οΈ 06.07.2021):
pip install marshmallow -
Conda (π₯ 640K Β· β±οΈ 07.07.2021):
conda install -c conda-forge marshmallow
ultrajson (π₯32 Β· β 3.3K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3
msgpack (π₯30 Β· β 1.5K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2
-
GitHub (π¨βπ» 69 Β· π 190 Β· π₯ 860 Β· π¦ 46K Β· π 230 - 2% open Β· β±οΈ 18.03.2021):
git clone https://github.com/msgpack/msgpack-python -
PyPi (π₯ 12M / month Β· π¦ 2.6K Β· β±οΈ 18.12.2020):
pip install msgpack -
Conda (π₯ 4.3M Β· β±οΈ 29.06.2021):
conda install -c conda-forge msgpack-python
cloudpickle (π₯30 Β· β 970) - Extended pickling support for Python objects. BSD-3
-
GitHub (π¨βπ» 46 Β· π 110 Β· π₯ 19 Β· π¦ 39K Β· π 190 - 28% open Β· β±οΈ 01.07.2021):
git clone https://github.com/cloudpipe/cloudpickle -
PyPi (π₯ 15M / month Β· π¦ 4.1K Β· β±οΈ 25.08.2020):
pip install cloudpickle -
Conda (π₯ 4.8M Β· β±οΈ 26.08.2020):
conda install -c conda-forge cloudpickle
orjson (π₯28 Β· β 2.2K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2
jsonpickle (π₯27 Β· β 950) - Python library for serializing any arbitrary object graph into JSON... BSD-3
python-rapidjson (π₯26 Β· β 420) - Python wrapper around rapidjson. MIT
-
GitHub (π¨βπ» 18 Β· π 39 Β· π¦ 1.4K Β· π 98 - 10% open Β· β±οΈ 25.06.2021):
git clone https://github.com/python-rapidjson/python-rapidjson -
PyPi (π₯ 600K / month Β· π¦ 290 Β· β±οΈ 25.06.2021):
pip install python-rapidjson -
Conda (π₯ 560K Β· β±οΈ 25.06.2021):
conda install -c conda-forge python-rapidjson
pysimdjson (π₯24 Β· β 460) - Python bindings for the simdjson project. MIT
Show 1 hidden projects...
Data Structures
pyrsistent (π₯34 Β· β 1.6K) - Persistent/Immutable/Functional data structures for Python. MIT
-
GitHub (π¨βπ» 57 Β· π 120 Β· π¦ 94K Β· π 160 - 17% open Β· β±οΈ 28.06.2021):
git clone https://github.com/tobgu/pyrsistent -
PyPi (π₯ 26M / month Β· π¦ 3.4K Β· β±οΈ 28.06.2021):
pip install pyrsistent -
Conda (π₯ 5.4M Β· β±οΈ 29.06.2021):
conda install -c conda-forge pyrsistent
python-sortedcontainers (π₯28 Β· β 2.2K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2
addict (π₯28 Β· β 2.1K) - The Python Dict that's better than heroin. MIT
-
GitHub (π¨βπ» 31 Β· π 130 Β· π₯ 16 Β· π¦ 1.7K Β· π 72 - 12% open Β· β±οΈ 05.01.2021):
git clone https://github.com/mewwts/addict -
PyPi (π₯ 930K / month Β· π¦ 370 Β· β±οΈ 21.11.2020):
pip install addict -
Conda (π₯ 210K Β· β±οΈ 31.03.2021):
conda install -c conda-forge addict
python-box (π₯26 Β· β 1.7K) - Python dictionaries with advanced dot notation access. MIT
-
GitHub (π¨βπ» 1 Β· π 70 Β· π₯ 30 Β· π¦ 1.5K Β· π 120 - 16% open Β· β±οΈ 13.02.2021):
git clone https://github.com/cdgriffith/Box -
PyPi (π₯ 790K / month Β· π¦ 250 Β· β±οΈ 13.02.2021):
pip install python-box -
Conda (π₯ 89K Β· β±οΈ 13.02.2021):
conda install -c conda-forge python-box
munch (π₯26 Β· β 490) - A Munch is a Python dictionary that provides attribute-style access (a la.. MIT
immutables (π₯25 Β· β 850) - A high-performance immutable mapping type for Python. Apache-2
-
GitHub (π¨βπ» 10 Β· π 39 Β· π¦ 2.2K Β· π 34 - 29% open Β· β±οΈ 10.02.2021):
git clone https://github.com/MagicStack/immutables -
PyPi (π₯ 1.7M / month Β· π¦ 100 Β· β±οΈ 10.02.2021):
pip install immutables -
Conda (π₯ 650K Β· β±οΈ 30.06.2021):
conda install -c conda-forge immutables
sqlitedict (π₯25 Β· β 690) - Persistent dict, backed by sqlite3 and pickle, multithread-safe. Apache-2
-
GitHub (π¨βπ» 32 Β· π 99 Β· π¦ 1K Β· π 80 - 30% open Β· β±οΈ 30.01.2021):
git clone https://github.com/RaRe-Technologies/sqlitedict -
PyPi (π₯ 120K / month Β· π¦ 240 Β· β±οΈ 04.09.2020):
pip install sqlitedict -
Conda (π₯ 12K Β· β±οΈ 30.09.2020):
conda install -c conda-forge sqlitedict
python-benedict (π₯23 Β· β 250) - dict subclass with keylist/keypath support, normalized I/O.. MIT
-
GitHub (π¨βπ» 2 Β· π 16 Β· π¦ 250 Β· π 52 - 13% open Β· β±οΈ 04.05.2021):
git clone https://github.com/fabiocaccamo/python-benedict -
PyPi (π₯ 120K / month Β· β±οΈ 04.05.2021):
pip install python-benedict -
Conda (π₯ 9.9K Β· β±οΈ 07.05.2021):
conda install -c conda-forge python-benedict
Show 3 hidden projects...
-
ordered-set (π₯25 Β· β 120 Β· π) - A mutable set that remembers the order of its entries. One of..
MIT -
anytree (π₯24 Β· β 570 Β· π) - Python tree data library.
Apache-2 -
cleverdict (π₯17 Β· β 83) - A JSON-friendly data structure which allows both object attributes and..
MIT
Data Validation
pydantic (π₯34 Β· β 6.9K) - Data parsing and validation using Python type hints. MIT
-
GitHub (π¨βπ» 220 Β· π 610 Β· π¦ 24K Β· π 1.5K - 21% open Β· β±οΈ 04.06.2021):
git clone https://github.com/samuelcolvin/pydantic -
PyPi (π₯ 10M / month Β· π¦ 390 Β· β±οΈ 11.05.2021):
pip install pydantic -
Conda (π₯ 790K Β· β±οΈ 12.05.2021):
conda install -c conda-forge pydantic
jsonschema (π₯32 Β· β 3.3K) - An(other) implementation of JSON Schema for Python. MIT
-
GitHub (π¨βπ» 86 Β· π 470 Β· π¦ 160K Β· π 580 - 10% open Β· β±οΈ 13.07.2021):
git clone https://github.com/Julian/jsonschema -
PyPi (π₯ 27M / month Β· π¦ 31K Β· β±οΈ 09.07.2021):
pip install jsonschema -
Conda (π₯ 6.9M Β· β±οΈ 04.03.2021):
conda install -c conda-forge jsonschema
voluptuous (π₯29 Β· β 1.7K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
-
GitHub (π¨βπ» 86 Β· π 190 Β· π¦ 3.5K Β· π 230 - 17% open Β· β±οΈ 19.02.2021):
git clone https://github.com/alecthomas/voluptuous -
PyPi (π₯ 1.1M / month Β· π¦ 2.2K Β· β±οΈ 06.12.2020):
pip install voluptuous -
Conda (π₯ 120K Β· β±οΈ 30.12.2020):
conda install -c conda-forge voluptuous
validators (π₯29 Β· β 510) - Python Data Validation for Humans. MIT
-
GitHub (π¨βπ» 38 Β· π 86 Β· π¦ 18K Β· π 120 - 72% open Β· β±οΈ 01.03.2021):
git clone https://github.com/kvesteri/validators -
PyPi (π₯ 1.7M / month Β· π¦ 1.9K Β· β±οΈ 18.12.2020):
pip install validators -
Conda (π₯ 21K Β· β±οΈ 18.12.2020):
conda install -c conda-forge validators
param (π₯27 Β· β 220) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3
strictyaml (π₯24 Β· β 890) - Type-safe YAML parser and validator. MIT
-
GitHub (π¨βπ» 16 Β· π 37 Β· π¦ 310 Β· π 120 - 50% open Β· β±οΈ 19.06.2021):
git clone https://github.com/crdoconnor/strictyaml -
PyPi (π₯ 28K / month Β· π¦ 50 Β· β±οΈ 19.06.2021):
pip install strictyaml -
Conda (π₯ 74K Β· β±οΈ 19.06.2021):
conda install -c conda-forge strictyaml
typical (π₯15 Β· β 120) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT
Show 3 hidden projects...
-
schematics (π₯29 Β· β 2.4K Β· π) - Python Data Structures for Humans.
BSD-3 -
python-email-validator (π₯22 Β· β 440 Β· π€) - A robust email syntax and deliverability validation..
βοΈCC0-1.0 -
valideer (π₯19 Β· β 250 Β· π) - Lightweight data validation and adaptation Python library.
MIT
Algorithms & Design Patterns
πΒ python-patterns ( β 29K) - Collection of design patterns/idioms in Python.
transitions (π₯29 Β· β 3.8K) - A lightweight, object-oriented finite state machine implementation.. MIT
-
GitHub (π¨βπ» 68 Β· π 430 Β· π¦ 1.7K Β· π 380 - 2% open Β· β±οΈ 07.07.2021):
git clone https://github.com/pytransitions/transitions -
PyPi (π₯ 240K / month Β· π¦ 350 Β· β±οΈ 13.02.2021):
pip install transitions -
Conda (π₯ 18K Β· β±οΈ 07.04.2021):
conda install -c conda-forge transitions
algorithms (π₯27 Β· β 19K) - Minimal examples of data structures and algorithms in Python. MIT
Show 1 hidden projects...
Date & Time Utilities
python-dateutil (π₯37 Β· β 1.6K Β· π) - Useful extensions to the standard Python datetime.. Apache-2
-
GitHub (π¨βπ» 120 Β· π 370 Β· π₯ 35K Β· π¦ 520K Β· π 620 - 41% open Β· β±οΈ 13.07.2021):
git clone https://github.com/dateutil/dateutil -
PyPi (π₯ 100M / month Β· π¦ 120K Β· β±οΈ 14.07.2021):
pip install python-dateutil -
Conda (π₯ 16M Β· β±οΈ 14.07.2021):
conda install -c conda-forge python-dateutil
dateparser (π₯31 Β· β 1.8K) - python parser for human readable dates. BSD-3
-
GitHub (π¨βπ» 100 Β· π 360 Β· π¦ 7.3K Β· π 550 - 44% open Β· β±οΈ 25.05.2021):
git clone https://github.com/scrapinghub/dateparser -
PyPi (π₯ 2.3M / month Β· π¦ 1.4K Β· β±οΈ 29.10.2020):
pip install dateparser -
Conda (π₯ 52K Β· β±οΈ 29.10.2020):
conda install -c conda-forge dateparser
holidays (π₯28 Β· β 590) - Generate and work with holidays in Python. MIT
-
GitHub (π¨βπ» 140 Β· π 250 Β· π₯ 160 Β· π 200 - 13% open Β· β±οΈ 13.05.2021):
git clone https://github.com/dr-prodigy/python-holidays -
PyPi (π₯ 2.4M / month Β· π¦ 560 Β· β±οΈ 02.04.2021):
pip install holidays -
Conda (π₯ 710K Β· β±οΈ 02.04.2021):
conda install -c conda-forge holidays
tzlocal (π₯28 Β· β 140 Β· π€) - A Python module that tries to figure out what your local timezone is. MIT
parsedatetime (π₯27 Β· β 610) - Parse human-readable date/time strings. Apache-2
-
GitHub (π¨βπ» 51 Β· π 100 Β· π¦ 3.3K Β· π 160 - 40% open Β· β±οΈ 23.06.2021):
git clone https://github.com/bear/parsedatetime -
PyPi (π₯ 1.2M / month Β· π¦ 2.3K Β· β±οΈ 31.05.2020):
pip install parsedatetime -
Conda (π₯ 90K Β· β±οΈ 10.06.2020):
conda install -c conda-forge parsedatetime
File & Path Utilities
watchdog (π₯34 Β· β 4.8K) - Python library and shell utilities to monitor filesystem events. Apache-2
-
GitHub (π¨βπ» 120 Β· π 580 Β· π¦ 37K Β· π 530 - 27% open Β· β±οΈ 14.07.2021):
git clone https://github.com/gorakhargosh/watchdog -
PyPi (π₯ 3.9M / month Β· π¦ 14K Β· β±οΈ 26.06.2021):
pip install watchdog -
Conda (π₯ 600K Β· β±οΈ 26.06.2021):
conda install -c conda-forge watchdog
appdirs (π₯32 Β· β 760) - A small Python module for determining appropriate platform-specific dirs,.. MIT
scandir (π₯28 Β· β 480) - Better directory iterator and faster os.walk(), now in the Python 3.5.. BSD-3
pyfilesystem2 (π₯27 Β· β 1.4K) - Python's Filesystem abstraction layer. MIT
Show 3 hidden projects...
Compatiblity
future (π₯35 Β· β 1.1K) - Easy, clean, reliable Python 2/3 compatibility. MIT
-
GitHub (π¨βπ» 100 Β· π 260 Β· π¦ 160K Β· π 380 - 49% open Β· β±οΈ 22.06.2021):
git clone https://github.com/PythonCharmers/python-future -
PyPi (π₯ 32M / month Β· π¦ 28K Β· β±οΈ 31.10.2019):
pip install future -
Conda (π₯ 4.1M Β· β±οΈ 29.06.2021):
conda install -c conda-forge future
typing (π₯30 Β· β 940) - Work related to PEP 484: typing.py and typing_extensions.py (both.. Python-2.0
dataclasses (π₯27 Β· β 500 Β· π€) - A backport of the dataclasses module for Python 3.6. Apache-2
-
GitHub (π¨βπ» 11 Β· π 40 Β· π¦ 18K Β· π 120 - 8% open Β· β±οΈ 13.11.2020):
git clone https://github.com/ericvsmith/dataclasses -
PyPi (π₯ 11M / month Β· π¦ 950 Β· β±οΈ 13.11.2020):
pip install dataclasses -
Conda (π₯ 2.2M Β· β±οΈ 08.03.2021):
conda install -c conda-forge dataclasses
Show 3 hidden projects...
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pathlib2 (π₯28 Β· β 63) - Backport of pathlib aiming to support the full stdlib Python API. As of..
MIT -
futures (π₯27 Β· β 220 Β· π) - Backport of the concurrent.futures package to Python 2.6 and 2.7.
Python-2.0 -
contextlib2 (π₯27 Β· β 33) - contextlib2 is a backport of the standard library's contextlib..
βοΈpsfrag
Cryptography
cryptography (π₯34 Β· β 4.2K) - cryptography is a package designed to expose cryptographic.. BSD-3
-
GitHub (π¨βπ» 240 Β· π 880 Β· π¦ 190K Β· π 1.7K - 2% open Β· β±οΈ 14.07.2021):
git clone https://github.com/pyca/cryptography -
PyPi (π₯ 50M / month Β· π¦ 34K Β· β±οΈ 25.03.2021):
pip install cryptography -
Conda (π₯ 14M Β· β±οΈ 27.03.2021):
conda install -c conda-forge cryptography
pycryptodomex (π₯34 Β· β 1.6K) - A self-contained cryptographic library for Python. BSD-3
-
GitHub (π¨βπ» 100 Β· π 300 Β· π¦ 29K Β· π 420 - 15% open Β· β±οΈ 29.03.2021):
git clone https://github.com/Legrandin/pycryptodome -
PyPi (π₯ 11M / month Β· π¦ 1.5K Β· β±οΈ 09.02.2021):
pip install pycryptodomex -
Conda (π₯ 420K Β· β±οΈ 30.06.2021):
conda install -c conda-forge pycryptodomex
asn1crypto (π₯31 Β· β 230) - Python ASN.1 library with a focus on performance and a pythonic API. MIT
tink (π₯28 Β· β 11K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2
bcrypt (π₯27 Β· β 770) - Modern(-ish) password hashing for your software and your servers. Apache-2
Infrastructure & DevOps
awscli (π₯39 Β· β 11K) - Universal Command Line Interface for Amazon Web Services. Apache-2
-
GitHub (π¨βπ» 340 Β· π 2.7K Β· π₯ 570 Β· π¦ 23K Β· π 3.8K - 19% open Β· β±οΈ 15.07.2021):
git clone https://github.com/aws/aws-cli -
PyPi (π₯ 100M / month Β· π¦ 5.4K Β· β±οΈ 14.07.2021):
pip install awscli -
Conda (π₯ 8.1M Β· β±οΈ 15.07.2021):
conda install -c conda-forge awscli
docker-compose (π₯36 Β· β 23K) - Define and run multi-container applications with Docker. Apache-2
-
GitHub (π¨βπ» 410 Β· π 3.8K Β· π₯ 150M Β· π¦ 7K Β· π 5.6K - 9% open Β· β±οΈ 18.06.2021):
git clone https://github.com/docker/compose -
PyPi (π₯ 1.8M / month Β· π¦ 2.2K Β· β±οΈ 10.05.2021):
pip install docker-compose -
Conda (π₯ 130K Β· β±οΈ 10.05.2021):
conda install -c conda-forge docker-compose
ansible (π₯35 Β· β 49K) - Ansible is a radically simple IT automation platform that makes your.. βοΈGPL-3.0
paramiko (π₯34 Β· β 7.1K) - The leading native Python SSHv2 protocol library. βοΈLGPL-2.1
kubernetes (π₯33 Β· β 3.8K) - Official Python client library for kubernetes. Apache-2
-
GitHub (π¨βπ» 90 Β· π 2.1K Β· π¦ 10K Β· π 940 - 9% open Β· β±οΈ 02.07.2021):
git clone https://github.com/kubernetes-client/python -
PyPi (π₯ 5.1M / month Β· π¦ 1.4K Β· β±οΈ 21.06.2021):
pip install kubernetes -
Conda (π₯ 240K Β· β±οΈ 16.06.2021):
conda install -c conda-forge kubernetes
netmiko (π₯31 Β· β 2.4K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT
pulumi (π₯30 Β· β 9.3K Β· π) - Pulumi - Modern Infrastructure as Code. Any cloud, any language. Apache-2
pyinfra (π₯22 Β· β 1.3K) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT
Show 4 hidden projects...
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fabtools (π₯24 Β· β 1.2K Β· π) - Tools for writing awesome Fabric files.
BSD-2 -
storm (π₯23 Β· β 3.8K Β· π) - Manage your SSH like a boss.
MIT -
parallel-ssh (π₯22 Β· β 900) - Asynchronous parallel SSH client library.
βοΈLGPL-2.1 -
wssh (π₯14 Β· β 1.3K Β· π) - SSH to WebSockets Bridge.
MIT
Process Utilities
pexpect (π₯34 Β· β 2.1K) - A Python module for controlling interactive programs in a pseudo-terminal. ISC
-
GitHub (π¨βπ» 92 Β· π 430 Β· π₯ 4K Β· π¦ 140K Β· π 430 - 39% open Β· β±οΈ 17.04.2021):
git clone https://github.com/pexpect/pexpect -
PyPi (π₯ 18M / month Β· π¦ 31K Β· β±οΈ 21.01.2020):
pip install pexpect -
Conda (π₯ 5.1M Β· β±οΈ 12.10.2020):
conda install -c conda-forge pexpect
supervisor (π₯33 Β· β 6.9K) - Supervisor process control system for UNIX. βοΈRepoze Public License
-
GitHub (π¨βπ» 160 Β· π 1.1K Β· π¦ 6.1K Β· π 1K - 12% open Β· β±οΈ 04.06.2021):
git clone https://github.com/Supervisor/supervisor -
PyPi (π₯ 880K / month Β· π¦ 3.8K Β· β±οΈ 26.02.2021):
pip install supervisor -
Conda (π₯ 160K Β· β±οΈ 04.03.2021):
conda install -c conda-forge supervisor
ptyprocess (π₯27 Β· β 140) - Run a subprocess in a pseudo terminal. ISC
Asynchronous Programming
greenlet (π₯34 Β· β 1.3K) - Lightweight in-process concurrent programming. MIT
-
GitHub (π¨βπ» 55 Β· π 200 Β· π¦ 74K Β· π 140 - 9% open Β· β±οΈ 06.05.2021):
git clone https://github.com/python-greenlet/greenlet -
PyPi (π₯ 22M / month Β· π¦ 20K Β· β±οΈ 06.05.2021):
pip install greenlet -
Conda (π₯ 960K Β· β±οΈ 29.06.2021):
conda install -c conda-forge greenlet
uvloop (π₯33 Β· β 7.9K) - Ultra fast asyncio event loop. MIT
-
GitHub (π¨βπ» 41 Β· π 460 Β· π₯ 340 Β· π¦ 25K Β· π 260 - 17% open Β· β±οΈ 13.07.2021):
git clone https://github.com/MagicStack/uvloop -
PyPi (π₯ 7.8M / month Β· π¦ 2.4K Β· β±οΈ 13.07.2021):
pip install uvloop -
Conda (π₯ 380K Β· β±οΈ 13.07.2021):
conda install -c conda-forge uvloop
anyio (π₯25 Β· β 430) - High level asynchronous concurrency and networking framework that works on.. MIT
Show 1 hidden projects...
Configuration
python-dotenv (π₯34 Β· β 4K) - Get and set values in your .env file in local and production.. BSD-3
-
GitHub (π¨βπ» 70 Β· π 250 Β· π¦ 130K Β· π 190 - 10% open Β· β±οΈ 14.07.2021):
git clone https://github.com/theskumar/python-dotenv -
PyPi (π₯ 9.5M / month Β· π¦ 9.4K Β· β±οΈ 20.06.2021):
pip install python-dotenv -
Conda (π₯ 960K Β· β±οΈ 20.06.2021):
conda install -c conda-forge python-dotenv
Dynaconf (π₯29 Β· β 1.8K) - Configuration Management for Python. MIT
-
GitHub (π¨βπ» 62 Β· π 170 Β· π¦ 1.4K Β· π 290 - 25% open Β· β±οΈ 29.06.2021):
git clone https://github.com/rochacbruno/dynaconf -
PyPi (π₯ 340K / month Β· π¦ 92 Β· β±οΈ 08.03.2021):
pip install dynaconf -
Conda (π₯ 1.3K Β· β±οΈ 08.03.2021):
conda install -c conda-forge dynaconf
python-decouple (π₯29 Β· β 1.8K Β· π) - Strict separation of config from code. MIT
-
GitHub (π¨βπ» 24 Β· π 140 Β· π¦ 42K Β· π 72 - 22% open Β· β±οΈ 05.06.2021):
git clone https://github.com/henriquebastos/python-decouple -
PyPi (π₯ 440K / month Β· π¦ 6K Β· β±οΈ 05.01.2021):
pip install python-decouple -
Conda (π₯ 24K Β· β±οΈ 05.01.2021):
conda install -c conda-forge python-decouple
omegaconf (π₯27 Β· β 770) - Flexible Python configuration system. The last one you will ever need. BSD-3
gin-config (π₯26 Β· β 1.3K) - Gin provides a lightweight configuration framework for Python. Apache-2
hydra (π₯25 Β· β 4.5K) - Hydra is a framework for elegantly configuring complex applications. MIT
CLI Development
python-prompt-toolkit (π₯35 Β· β 7.2K) - Library for building powerful interactive command.. BSD-3
rich (π₯33 Β· β 28K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
python-fire (π₯32 Β· β 20K) - Python Fire is a library for automatically generating command.. Apache-2
argcomplete (π₯30 Β· β 970) - Python and tab completion, better together. Apache-2
-
GitHub (π¨βπ» 54 Β· π 98 Β· π₯ 140 Β· π¦ 10K Β· π 180 - 21% open Β· β±οΈ 12.05.2021):
git clone https://github.com/kislyuk/argcomplete -
PyPi (π₯ 5.9M / month Β· π¦ 2.8K Β· β±οΈ 19.04.2021):
pip install argcomplete -
Conda (π₯ 210K Β· β±οΈ 22.04.2021):
conda install -c conda-forge argcomplete
wcwidth (π₯30 Β· β 210 Β· π€) - Python library that measures the width of unicode strings rendered to.. MIT
ConfigArgParse (π₯29 Β· β 520) - A drop-in replacement for argparse that allows options to also be.. MIT
-
GitHub (π¨βπ» 45 Β· π 93 Β· π¦ 5.5K Β· π 160 - 32% open Β· β±οΈ 01.07.2021):
git clone https://github.com/bw2/ConfigArgParse -
PyPi (π₯ 1.3M / month Β· π¦ 2.3K Β· β±οΈ 01.07.2021):
pip install configargparse -
Conda (π₯ 200K Β· β±οΈ 01.07.2021):
conda install -c conda-forge configargparse
asciimatics (π₯27 Β· β 2.7K) - A cross platform package to do curses-like operations, plus.. Apache-2
-
GitHub (π¨βπ» 35 Β· π 200 Β· π¦ 500 Β· π 250 - 7% open Β· β±οΈ 09.07.2021):
git clone https://github.com/peterbrittain/asciimatics -
PyPi (π₯ 16K / month Β· π¦ 120 Β· β±οΈ 05.04.2021):
pip install asciimatics -
Conda (π₯ 71K Β· β±οΈ 09.04.2021):
conda install -c conda-forge asciimatics
blessings (π₯27 Β· β 1.2K Β· π€) - A thin, practical wrapper around terminal capabilities in Python. MIT
-
GitHub (π¨βπ» 16 Β· π 93 Β· π¦ 5.5K Β· π 83 - 36% open Β· β±οΈ 20.10.2020):
git clone https://github.com/erikrose/blessings -
PyPi (π₯ 1.7M / month Β· π¦ 2.5K Β· β±οΈ 21.06.2018):
pip install blessings -
Conda (π₯ 130K Β· β±οΈ 08.01.2021):
conda install -c conda-forge blessings
questionary (π₯25 Β· β 690) - Python library to build pretty command line user prompts Easy to use.. MIT
cleo (π₯24 Β· β 730) - Cleo allows you to create beautiful and testable command-line interfaces. MIT
Typer (π₯23 Β· β 5.7K Β· π€) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT
bashplotlib (π₯21 Β· β 1.6K) - plotting in the terminal. MIT
colout (π₯15 Β· β 1K Β· π€) - Color text streams with a polished command line interface. βοΈGPL-3.0
Show 3 hidden projects...
Development Tools
πΒ best-of-python-dev ( β 300 Β· π£) - A ranked list of awesome python developer tools and libraries...
Data Caching
cachetools (π₯30 Β· β 1K) - Extensible memoizing collections and decorators. MIT
cached-property (π₯30 Β· β 600 Β· π€) - A decorator for caching properties in classes. BSD-3
-
GitHub (π¨βπ» 22 Β· π 63 Β· π¦ 16K Β· π 59 - 59% open Β· β±οΈ 21.10.2020):
git clone https://github.com/pydanny/cached-property -
PyPi (π₯ 12M / month Β· π¦ 2.7K Β· β±οΈ 21.09.2020):
pip install cached-property -
Conda (π₯ 920K Β· β±οΈ 08.03.2021):
conda install -c conda-forge cached-property
pylibmc (π₯27 Β· β 440) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3
cachier (π₯23 Β· β 380) - Persistent, stale-free, local and cross-machine caching for Python.. MIT
GUI Development
πΒ best-of-web-python - Web UI ( β 1.3K Β· π£) - Collection of libraries to implement web-based UIs.
kivy (π₯34 Β· β 13K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT
PySimpleGUI (π₯28 Β· β 6.7K) - PySimpleGUI is a Python package that enables Python.. βοΈLGPL-3.0
-
GitHub (π¨βπ» 18 Β· π 1.1K Β· π¦ 3K Β· π 2.3K - 30% open Β· β±οΈ 11.07.2021):
git clone https://github.com/PySimpleGUI/PySimpleGUI -
PyPi (π₯ 70K / month Β· π¦ 82 Β· β±οΈ 21.06.2021):
pip install pysimplegui -
Conda (π₯ 33K Β· β±οΈ 21.06.2021):
conda install -c conda-forge pysimplegui
DearPyGui (π₯27 Β· β 5.4K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT
Eel (π₯27 Β· β 4.5K Β· π€) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
Gooey (π₯26 Β· β 14K) - Turn (almost) any Python command line program into a full GUI application.. MIT
-
GitHub (π¨βπ» 99 Β· π 760 Β· π₯ 100 Β· π¦ 380 Β· π 480 - 19% open Β· β±οΈ 12.06.2021):
git clone https://github.com/chriskiehl/Gooey -
PyPi (π₯ 4.6K / month Β· π¦ 64 Β· β±οΈ 12.06.2021):
pip install gooey -
Conda (π₯ 34K Β· β±οΈ 13.06.2021):
conda install -c conda-forge gooey
Show 1 hidden projects...
-
Phoenix (π₯17 Β· β 1.6K) - wxPython's Project Phoenix. A new implementation of wxPython,..
βUnlicensed
Computer & Machine Vision
πΒ best-of-ml-python - Computer Vision ( β 5.5K) - Collection of computer vision and image processing..
Machine Learning & Data Engineering
πΒ best-of-ml-python ( β 5.5K) - A ranked list of awesome machine learning Python libraries. Updated..
Text Data
πΒ best-of-ml-python - NLP ( β 5.5K) - Collection of text processing and NLP libraries.
chardet (π₯34 Β· β 1.6K) - Python character encoding detector. βοΈLGPL-2.1
python-slugify (π₯31 Β· β 1.1K) - Returns unicode slugs. MIT
-
GitHub (π¨βπ» 30 Β· π 84 Β· π¦ 18K Β· π 49 - 2% open Β· β±οΈ 12.05.2021):
git clone https://github.com/un33k/python-slugify -
PyPi (π₯ 3.7M / month Β· π¦ 4.3K Β· β±οΈ 05.05.2021):
pip install python-slugify -
Conda (π₯ 390K Β· β±οΈ 06.05.2021):
conda install -c conda-forge python-slugify
phonenumbers (π₯28 Β· β 2.8K) - Python port of Google's libphonenumber. Apache-2
-
GitHub (π¨βπ» 22 Β· π 350 Β· π 120 - 2% open Β· β±οΈ 07.07.2021):
git clone https://github.com/daviddrysdale/python-phonenumbers -
PyPi (π₯ 2.2M / month Β· π¦ 2.3K Β· β±οΈ 07.07.2021):
pip install phonenumbers -
Conda (π₯ 440K Β· β±οΈ 07.07.2021):
conda install -c conda-forge phonenumbers
pyahocorasick (π₯26 Β· β 620) - Python module (C extension and plain python) implementing Aho-.. BSD-3
-
GitHub (π¨βπ» 21 Β· π 90 Β· π¦ 670 Β· π 100 - 34% open Β· β±οΈ 27.03.2021):
git clone https://github.com/WojciechMula/pyahocorasick -
PyPi (π₯ 520K / month Β· π¦ 100 Β· β±οΈ 27.03.2021):
pip install pyahocorasick -
Conda (π₯ 130K Β· β±οΈ 13.10.2020):
conda install -c conda-forge pyahocorasick
inflect (π₯26 Β· β 550) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT
price-parser (π₯20 Β· β 200 Β· π€) - Extract price amount and currency symbol from a raw text.. BSD-3
Show 3 hidden projects...
-
awesome-slugify (π₯22 Β· β 460 Β· π) - Python flexible slugify function.
βοΈGPL-3.0 -
coolname (π₯19 Β· β 72) - Random Name and Slug Generator.
BSD-2 -
millify (π₯16 Β· β 38 Β· π) - Convert long numbers into a human-readable format in Python.
MIT
Web Development
πΒ best-of-web-python ( β 1.3K Β· π£) - A ranked list of awesome python libraries for web development...
Database Clients
Libraries for connecting to, operating, and querying databases.
SQLAlchemy (π₯38 Β· β 4K) - The Database Toolkit for Python. MIT
-
GitHub (π¨βπ» 490 Β· π 630 Β· π₯ 31K Β· π¦ 290K Β· π 6.1K - 2% open Β· β±οΈ 15.07.2021):
git clone https://github.com/sqlalchemy/sqlalchemy -
PyPi (π₯ 30M / month Β· π¦ 84K Β· β±οΈ 14.07.2021):
pip install SQLAlchemy -
Conda (π₯ 4.3M Β· β±οΈ 15.07.2021):
conda install -c conda-forge sqlalchemy
google-cloud-storage (π₯36 Β· β 3.6K) - Google Cloud Client Library for Python. Apache-2
-
GitHub (π¨βπ» 320 Β· π 1.4K Β· π 3.4K - 0% open Β· β±οΈ 13.07.2021):
git clone https://github.com/googleapis/google-cloud-python -
PyPi (π₯ 28M / month Β· π¦ 2.1K Β· β±οΈ 13.07.2021):
pip install google-cloud-storage -
Conda (π₯ 860K Β· β±οΈ 14.07.2021):
conda install -c conda-forge google-cloud-storage
MongoEngine (π₯35 Β· β 3.5K) - A Python Object-Document-Mapper for working with MongoDB. MIT
-
GitHub (π¨βπ» 370 Β· π 1.1K Β· π¦ 14K Β· π 1.6K - 22% open Β· β±οΈ 02.07.2021):
git clone https://github.com/MongoEngine/mongoengine -
PyPi (π₯ 910K / month Β· π¦ 6.7K Β· β±οΈ 04.05.2021):
pip install mongoengine -
Conda (π₯ 130K Β· β±οΈ 17.12.2020):
conda install -c conda-forge mongoengine
elasticsearch (π₯35 Β· β 3.3K) - Official Python low-level client for Elasticsearch. Apache-2
-
GitHub (π¨βπ» 180 Β· π 1K Β· π₯ 490 Β· π¦ 23K Β· π 880 - 7% open Β· β±οΈ 14.07.2021):
git clone https://github.com/elastic/elasticsearch-py -
PyPi (π₯ 7M / month Β· π¦ 11K Β· β±οΈ 13.07.2021):
pip install elasticsearch -
Conda (π₯ 410K Β· β±οΈ 07.07.2021):
conda install -c conda-forge elasticsearch
kafka-python (π₯34 Β· β 4.4K) - Python client for Apache Kafka. Apache-2
-
GitHub (π¨βπ» 200 Β· π 1.2K Β· π₯ 1.7K Β· π¦ 7.3K Β· π 1.4K - 14% open Β· β±οΈ 22.02.2021):
git clone https://github.com/dpkp/kafka-python -
PyPi (π₯ 5.2M / month Β· π¦ 2K Β· β±οΈ 30.09.2020):
pip install kafka-python -
Conda (π₯ 250K Β· β±οΈ 30.09.2020):
conda install -c conda-forge kafka-python
python-bigquery (π₯34 Β· β 3.6K) - Google BigQuery API client library. Apache-2
Motor (π₯33 Β· β 1.7K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
Cassandra Driver (π₯33 Β· β 1.2K) - DataStax Python Driver for Apache Cassandra. Apache-2
s3transfer (π₯32 Β· β 120) - Amazon S3 Transfer Manager for Python. Apache-2
google-cloud-bigtable (π₯31 Β· β 3.6K) - Google Cloud Bigtable API client library. Apache-2
-
GitHub (π¨βπ» 58 Β· π 1.4K Β· π¦ 1.6K Β· π 91 - 5% open Β· β±οΈ 14.07.2021):
git clone https://github.com/googleapis/python-bigtable -
PyPi (π₯ 1.7M / month Β· π¦ 400 Β· β±οΈ 14.07.2021):
pip install google-cloud-bigtable -
Conda (π₯ 30K Β· β±οΈ 14.07.2021):
conda install -c conda-forge google-cloud-bigtable
Prometheus Client (π₯31 Β· β 2.3K) - Prometheus instrumentation library for Python.. Apache-2
-
GitHub (π¨βπ» 110 Β· π 560 Β· π 360 - 9% open Β· β±οΈ 06.07.2021):
git clone https://github.com/prometheus/client_python -
PyPi (π₯ 19M / month Β· π¦ 3.7K Β· β±οΈ 20.06.2019):
pip install prometheus_client -
Conda (π₯ 3.4M Β· β±οΈ 01.06.2021):
conda install -c conda-forge prometheus_client
azure-storage-blob (π₯31 Β· β 2K) - This repository is for active development of the Azure SDK.. MIT
-
GitHub (π¨βπ» 330 Β· π 1.4K Β· π¦ 1.7K Β· π 5.3K - 17% open Β· β±οΈ 15.07.2021):
git clone https://github.com/Azure/azure-sdk-for-python -
PyPi (π₯ 29M / month Β· π¦ 380 Β· β±οΈ 22.04.2021):
pip install azure-storage-blob -
Conda (π₯ 240K Β· β±οΈ 22.04.2021):
conda install -c conda-forge azure-storage-blob
SQLAlchemy-Utils (π₯31 Β· β 800) - Various utility functions and datatypes for SQLAlchemy. BSD-3
-
GitHub (π¨βπ» 98 Β· π 250 Β· π¦ 11K Β· π 330 - 53% open Β· β±οΈ 28.06.2021):
git clone https://github.com/kvesteri/sqlalchemy-utils -
PyPi (π₯ 2.2M / month Β· π¦ 3.4K Β· β±οΈ 28.06.2021):
pip install sqlalchemy-utils -
Conda (π₯ 320K Β· β±οΈ 26.04.2021):
conda install -c conda-forge sqlalchemy-utils
Elasticsearch DSL (π₯30 Β· β 3.3K) - High level Python client for Elasticsearch. Apache-2
confluent-kafka-python (π₯30 Β· β 2.3K) - Confluent's Kafka Python Client. Apache-2
mysqlclient (π₯30 Β· β 1.9K) - MySQL database connector for Python (with Python 3 support). βοΈGPL-2.0
-
GitHub (π¨βπ» 64 Β· π 320 Β· π₯ 5.2K Β· π 270 - 5% open Β· β±οΈ 08.01.2021):
git clone https://github.com/PyMySQL/mysqlclient -
PyPi (π₯ 3.7M / month Β· π¦ 14K Β· β±οΈ 01.01.2021):
pip install mysqlclient -
Conda (π₯ 95K Β· β±οΈ 04.01.2021):
conda install -c conda-forge mysqlclient
dataset (π₯29 Β· β 4.1K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT
Ibis (π₯29 Β· β 1.6K) - A pandas-like deferred expression system, with first-class SQL support. Apache-2
-
GitHub (π¨βπ» 74 Β· π 270 Β· π¦ 190 Β· π 1.5K - 35% open Β· β±οΈ 15.07.2021):
git clone https://github.com/ibis-project/ibis -
PyPi (π₯ 640K / month Β· π¦ 48 Β· β±οΈ 11.11.2020):
pip install ibis-framework -
Conda (π₯ 200K Β· β±οΈ 13.11.2020):
conda install -c conda-forge ibis-framework
influxdb (π₯29 Β· β 1.5K) - Python client for InfluxDB. MIT
-
GitHub (π¨βπ» 140 Β· π 490 Β· π¦ 4.6K Β· π 510 - 26% open Β· β±οΈ 09.04.2021):
git clone https://github.com/influxdata/influxdb-python -
PyPi (π₯ 1.4M / month Β· π¦ 2.1K Β· β±οΈ 11.11.2020):
pip install influxdb -
Conda (π₯ 18K Β· β±οΈ 12.11.2020):
conda install -c conda-forge influxdb
PyPika (π₯29 Β· β 1.3K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2
py2neo (π₯29 Β· β 1K) - Py2neo is a comprehensive Neo4j driver library and toolkit for Python. Apache-2
redis-py-cluster (π₯29 Β· β 970) - Python cluster client for the official redis cluster. Redis.. MIT
pandas-gbq (π₯28 Β· β 260) - Pandas Google BigQuery. BSD-3
-
GitHub (π¨βπ» 29 Β· π 93 Β· π₯ 240 Β· π¦ 2.6K Β· π 200 - 19% open Β· β±οΈ 30.03.2021):
git clone https://github.com/pydata/pandas-gbq -
PyPi (π₯ 6.1M / month Β· π¦ 430 Β· β±οΈ 10.11.2020):
pip install pandas-gbq -
Conda (π₯ 830K Β· β±οΈ 28.04.2021):
conda install -c conda-forge pandas-gbq
libcloud (π₯27 Β· β 1.8K) - Apache Libcloud is a Python library which hides differences between.. Apache-2
tortoise-orm (π₯25 Β· β 2.2K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2
HappyBase (π₯25 Β· β 560) - A developer-friendly Python library to interact with Apache HBase. MIT
-
GitHub (π¨βπ» 19 Β· π 150 Β· π¦ 510 Β· π 210 - 14% open Β· β±οΈ 08.02.2021):
git clone https://github.com/python-happybase/happybase -
PyPi (π₯ 78K / month Β· π¦ 420 Β· β±οΈ 14.05.2019):
pip install happybase -
Conda (π₯ 61K Β· β±οΈ 01.07.2019):
conda install -c conda-forge happybase
cloudant (π₯25 Β· β 170) - A Python library for Cloudant and CouchDB. Apache-2
-
GitHub (π¨βπ» 29 Β· π 48 Β· π¦ 1.5K Β· π 250 - 0% open Β· β±οΈ 01.07.2021):
git clone https://github.com/cloudant/python-cloudant -
PyPi (π₯ 52K / month Β· π¦ 530 Β· β±οΈ 18.08.2020):
pip install cloudant -
Conda (π₯ 82K Β· β±οΈ 30.05.2021):
conda install -c conda-forge cloudant
cx-Oracle (π₯24 Β· β 750) - Python interface to Oracle Database conforming to the Python DB API.. BSD-3
neo4j-driver (π₯24 Β· β 630) - Neo4j Bolt driver for Python. Apache-2
AWS Data Wrangler (π₯23 Β· β 1.9K) - Pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 pandas
piccolos (π₯21 Β· β 340) - A fast, user friendly ORM and query builder which supports asyncio. MIT
PyMODM (π₯21 Β· β 330 Β· π€) - A Pythonic, object-oriented interface for working with MongoDB. Apache-2
ODMantic (π₯19 Β· β 320) - Async ODM (Object Document Mapper) for MongoDB based on python type hints. ISC
gsheets-db-api (π₯18 Β· β 140) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT
psycopg3 (π₯12 Β· β 370) - New generation PostgreSQL database adapter for the Python.. βοΈLGPL-3.0
-
GitHub (π¨βπ» 5 Β· π 16 Β· π 31 - 16% open Β· β±οΈ 14.07.2021):
git clone https://github.com/psycopg/psycopg3
Show 5 hidden projects...
-
psycopg2 (π₯35 Β· β 2.2K) - PostgreSQL database adapter for the Python..
βοΈBSD-3-Clause-Attribution -
mongo-connector (π₯25 Β· β 1.8K Β· π) - MongoDB data stream pipeline tools by YouGov (adopted..
Apache-2 -
db.py (π₯21 Β· β 1.2K Β· π) - db.py is an easier way to interact with your databases.
BSD-2 -
lazydata (π₯17 Β· β 630 Β· π) - Lazydata: Scalable data dependencies for Python projects.
Apache-2 -
SuperSQLite (π₯15 Β· β 670 Β· π) - A supercharged SQLite library for Python.
MIT
Data Loading & Extraction
Libraries for loading, collecting, and extracting data from a variety of data sources and formats.
xlwings (π₯33 Β· β 2K) - xlwings is a BSD-licensed Python library that makes it easy to call.. BSD-3
-
GitHub (π¨βπ» 54 Β· π 360 Β· π₯ 25K Β· π¦ 17K Β· π 1.3K - 24% open Β· β±οΈ 15.07.2021):
git clone https://github.com/xlwings/xlwings -
PyPi (π₯ 560K / month Β· π¦ 1.1K Β· β±οΈ 01.09.2020):
pip install xlwings -
Conda (π₯ 360K Β· β±οΈ 06.07.2021):
conda install -c conda-forge xlwings
Datasets (π₯32 Β· β 8.6K) - The largest hub of ready-to-use NLP datasets for ML models with.. Apache-2
python-magic (π₯32 Β· β 1.9K) - A python wrapper for libmagic. MIT
-
GitHub (π¨βπ» 52 Β· π 220 Β· π¦ 16K Β· π 160 - 17% open Β· β±οΈ 03.06.2021):
git clone https://github.com/ahupp/python-magic -
PyPi (π₯ 2.7M / month Β· π¦ 5.1K Β· β±οΈ 03.06.2021):
pip install python-magic -
Conda (π₯ 96K Β· β±οΈ 08.06.2021):
conda install -c conda-forge python-magic
csvkit (π₯30 Β· β 4.6K Β· π) - A suite of utilities for converting to and working with CSV, the king.. MIT
smart-open (π₯30 Β· β 2.1K) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT
snorkel (π₯28 Β· β 4.7K) - A system for quickly generating training data with weak supervision. Apache-2
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GitHub (π¨βπ» 67 Β· π 760 Β· π₯ 690 Β· π¦ 99 Β· π 950 - 2% open Β· β±οΈ 15.06.2021):
git clone https://github.com/snorkel-team/snorkel -
PyPi (π₯ 100K / month Β· π¦ 8 Β· β±οΈ 09.03.2021):
pip install snorkel -
Conda (π₯ 20K Β· β±οΈ 30.04.2021):
conda install -c conda-forge snorkel
pandas-datareader (π₯28 Β· β 2.1K Β· π) - Extract data from a wide range of Internet sources.. BSD-3
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GitHub (π¨βπ» 81 Β· π 540 Β· π¦ 10K Β· π 470 - 18% open Β· β±οΈ 13.07.2021):
git clone https://github.com/pydata/pandas-datareader -
PyPi (π₯ 260K / month Β· π¦ 1.4K Β· β±οΈ 13.07.2021):
pip install pandas-datareader -
Conda (π₯ 130K Β· β±οΈ 14.07.2021):
conda install -c conda-forge pandas-datareader
gdown (π₯27 Β· β 1.2K) - Download a large file from Google Drive (curl/wget fails because of the.. MIT
Intake (π₯26 Β· β 590) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2
Singer (π₯24 Β· β 820) - Standard for moving data between databases, web APIs, files, queues,.. βοΈAGPL-3.0
tabulator-py (π₯24 Β· β 210) - Python library for reading and writing tabular data via streams. MIT
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GitHub (π¨βπ» 27 Β· π 42 Β· π¦ 580 Β· π 180 - 0% open Β· β±οΈ 22.03.2021):
git clone https://github.com/frictionlessdata/tabulator-py -
PyPi (π₯ 220K / month Β· π¦ 100 Β· β±οΈ 21.03.2021):
pip install tabulator -
Conda (π₯ 43K Β· β±οΈ 24.07.2018):
conda install -c conda-forge tabulator-py
deepdish (π₯23 Β· β 220) - Flexible HDF5 saving/loading and other data science tools from the.. BSD-3
SDV (π₯22 Β· β 460 Β· π) - Synthetic Data Generation for tabular, relational and time series data. MIT
rows (π₯21 Β· β 760) - A common, beautiful interface to tabular data, no matter the format. βοΈLGPL-3.0
openpyxl (π₯20) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT
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PyPi (π₯ 14M / month Β· π¦ 9.8K Β· β±οΈ 09.03.2021):
pip install openpyxl -
Conda (π₯ 53K Β· β±οΈ 13.03.2021):
conda install -c anaconda openpyxl -
Docker Hub (π₯ 1.2K Β· β±οΈ 13.09.2018):
docker pull openpyxl/openpyxl-ci
csvs-to-sqlite (π₯16 Β· β 620 Β· π€) - Convert CSV files into a SQLite database. Apache-2
Show 5 hidden projects...
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xmltodict (π₯32 Β· β 4.5K Β· π) - Python module that makes working with XML feel like you are..
MIT -
PDFMiner (π₯27 Β· β 4.6K Β· π) - Python PDF Parser (Not actively maintained). Check out pdfminer.six.
MIT -
textract (π₯27 Β· β 3K Β· π) - extract text from any document. no muss. no fuss.
MIT -
messytables (π₯22 Β· β 370 Β· π) - Tools for parsing messy tabular data. This is now superseded by..
MIT -
pyexcel-xlsx (π₯22 Β· β 89 Β· π€) - A wrapper library to read, manipulate and write data in xlsx..
BSD-3
File Formats
XlsxWriter (π₯31 Β· β 2.6K) - A Python module for creating Excel XLSX files. BSD-3
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GitHub (π¨βπ» 44 Β· π 530 Β· π¦ 37K Β· π 720 - 1% open Β· β±οΈ 11.07.2021):
git clone https://github.com/jmcnamara/XlsxWriter -
PyPi (π₯ 6.2M / month Β· π¦ 6.2K Β· β±οΈ 04.07.2021):
pip install xlsxwriter -
Conda (π₯ 1.3M Β· β±οΈ 04.07.2021):
conda install -c conda-forge xlsxwriter
Show 1 hidden projects...
Code Inspection
typing_inspect (π₯24 Β· β 210) - Runtime inspection utilities for Python typing module. MIT
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GitHub (π¨βπ» 11 Β· π 17 Β· π 42 - 33% open Β· β±οΈ 07.06.2021):
git clone https://github.com/ilevkivskyi/typing_inspect -
PyPi (π₯ 8M / month Β· π¦ 80 Β· β±οΈ 07.06.2021):
pip install typing_inspect -
Conda (π₯ 250K Β· β±οΈ 09.06.2021):
conda install -c conda-forge typing_inspect
Show 2 hidden projects...
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entrypoints (π₯24 Β· β 65 Β· π) - Discover and load entry points from installed packages.
MIT -
importlib-resources (π₯18 Β· β 9) - Read resources from Python packages.
Apache-2
General Utilities
more-itertools (π₯35 Β· β 2K) - More routines for operating on iterables, beyond itertools. MIT
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GitHub (π¨βπ» 72 Β· π 160 Β· π₯ 2.2K Β· π¦ 110K Β· π 160 - 5% open Β· β±οΈ 12.07.2021):
git clone https://github.com/more-itertools/more-itertools -
PyPi (π₯ 14M / month Β· π¦ 15K Β· β±οΈ 21.05.2021):
pip install more-itertools -
Conda (π₯ 6.4M Β· β±οΈ 21.05.2021):
conda install -c conda-forge more-itertools
boltons (π₯31 Β· β 5.5K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3
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GitHub (π¨βπ» 72 Β· π 300 Β· π₯ 21 Β· π¦ 1.6K Β· π 130 - 31% open Β· β±οΈ 19.05.2021):
git clone https://github.com/mahmoud/boltons -
PyPi (π₯ 1.1M / month Β· π¦ 490 Β· β±οΈ 17.05.2021):
pip install boltons -
Conda (π₯ 460K Β· β±οΈ 27.05.2021):
conda install -c conda-forge boltons
python-dependency-injector (π₯27 Β· β 1.4K) - Dependency injection framework for Python. BSD-3
returns (π₯26 Β· β 1.8K) - Make your functions return something meaningful, typed, and safe!. BSD-2
ubelt (π₯23 Β· β 570) - A Python utility belt containing simple tools, a stdlib like feel, and.. Apache-2
Show 4 hidden projects...
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retrying (π₯26 Β· β 1.7K Β· π) - Retrying is an Apache 2.0 licensed general-purpose retrying..
Apache-2 -
ratelimit (π₯25 Β· β 400 Β· π) - API Rate Limit Decorator.
MIT -
pampy (π₯22 Β· β 3.4K Β· π) - Pampy: The Pattern Matching for Python you always dreamed of.
MIT -
CommonRegex (π₯21 Β· β 1.4K Β· π) - A collection of common regular expressions bundled with an easy..
MIT
Python Implementations
micropython (π₯25 Β· β 13K) - MicroPython - a lean and efficient Python implementation for.. MIT
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GitHub (π¨βπ» 430 Β· π 4.5K Β· π₯ 20K Β· π 4K - 31% open Β· β±οΈ 14.07.2021):
git clone https://github.com/micropython/micropython
pyston (π₯22 Β· β 1.4K Β· π£) - A faster and highly-compatible implementation of the Python.. Apache-2
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GitHub (π¨βπ» 1K Β· π 52 Β· π₯ 2.5K Β· π 25 - 52% open Β· β±οΈ 09.07.2021):
git clone https://github.com/pyston/pyston
Show 3 hidden projects...
Others
cookiecutter (π₯34 Β· β 15K) - A command-line utility that creates projects from cookiecutters.. BSD-3
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GitHub (π¨βπ» 260 Β· π 1.5K Β· π 700 - 29% open Β· β±οΈ 15.06.2021):
git clone https://github.com/cookiecutter/cookiecutter -
PyPi (π₯ 1M / month Β· π¦ 2.3K Β· β±οΈ 14.06.2021):
pip install cookiecutter -
Conda (π₯ 180K Β· β±οΈ 17.05.2021):
conda install -c conda-forge cookiecutter
pyparsing (π₯34 Β· β 1.2K) - Python library for creating PEG parsers. MIT
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GitHub (π¨βπ» 32 Β· π 180 Β· π₯ 5.6K Β· π¦ 340K Β· π 180 - 25% open Β· β±οΈ 14.05.2021):
git clone https://github.com/pyparsing/pyparsing -
PyPi (π₯ 56M / month Β· π¦ 59K Β· β±οΈ 30.12.2020):
pip install pyparsing -
Conda (π₯ 14M Β· β±οΈ 06.04.2020):
conda install -c conda-forge pyparsing
py4j (π₯30 Β· β 850) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3
Send2Trash (π₯30 Β· β 180) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3
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GitHub (π¨βπ» 13 Β· π 29 Β· π¦ 90K Β· π 38 - 52% open Β· β±οΈ 23.06.2021):
git clone https://github.com/arsenetar/send2trash -
PyPi (π₯ 10M / month Β· π¦ 5K Β· β±οΈ 22.06.2021):
pip install send2trash -
Conda (π₯ 3.1M Β· β±οΈ 22.06.2021):
conda install -c conda-forge send2trash
pyscaffold (π₯27 Β· β 1.1K) - Python project template generator with batteries included. MIT
pluginbase (π₯25 Β· β 960) - A simple but flexible plugin system for Python. BSD-3
pyscreenshot (π₯25 Β· β 410) - Python screenshot library, replacement for the Pillow ImageGrab.. BSD-2
python-mss (π₯23 Β· β 610 Β· π€) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
Show 3 hidden projects...
Related Resources
- Best-of lists: Discover other best-of lists with awesome open-source projects on all kinds of topics.
- best-of-ml-python: A ranked list of awesome machine learning Python libraries.
- best-of-web-python: A ranked list of awesome Python libraries for web development.
- best-of-python-dev: A ranked list of awesome Python developer tools and libraries.
- awesome-python: A curated list of awesome Python frameworks, libraries, software and resources.
Contribution
Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:
- Open an issue by selecting one of the provided categories from the issue page and fill in the requested information.
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If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the best-of-generator repository. If you like to create your own best-of list, we recommend to follow this guide.
For more information on how to add or update projects, please read the contribution guidelines. By participating in this project, you agree to abide by its Code of Conduct.
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