Best-of Python

🏆  A ranked list of awesome Python open-source libraries & tools. Updated weekly.

This curated list contains 230 awesome open-source projects with a total of 760K stars grouped into 25 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 14 projects
• Data Structures 8 projects
• Data Validation 12 projects
• Algorithms & Design Patterns 3 projects
• Date & Time Utilities 9 projects
• File & Path Utilities 9 projects
• Compatiblity 7 projects
• Cryptography 7 projects
• Infrastructure & DevOps 15 projects
• Process Utilities 4 projects
• Asynchronous Programming 3 projects
• Configuration 6 projects
• CLI Development 17 projects
• Development Tools 1 projects
• Data Caching 3 projects
• GUI Development 9 projects
• Computer & Machine Vision 1 projects
• Machine Learning & Data Engineering 1 projects
• Text Data 5 projects
• Web Development 1 projects
• Database Clients 55 projects
• File Formats 3 projects
• Code Inspection 4 projects
• General Utilities 13 projects
• Python Implementations 6 projects
• Others 17 projects

Explanation

• 🥇🥈🥉  Combined project-quality score
• ⭐️  Star count from GitHub
• 🐣  New project (less than 6 months old)
• 💤  Inactive project (6 months no activity)
• 💀  Dead project (12 months no activity)
• 📈📉  Project is trending up or down
• ➕  Project was recently added
• ❗️  Warning (e.g. missing/risky license)
• 👨‍💻  Contributors count from GitHub
• 🔀  Fork count from GitHub
• 📋  Issue count from GitHub
• ⏱️  Last update timestamp on package manager
• 📥  Download count from package manager
• 📦  Number of dependent projects

Data Serialization

protobuf (🥇40 · ⭐ 47K) - Protocol Buffers - Google's data interchange format. BSD-3

• GitHub (👨‍💻 810 · 🔀 13K · 📥 24M · 📦 130K · 📋 4.5K - 26% open · ⏱️ 14.04.2021):

   git clone https://github.com/protocolbuffers/protobuf
  

• PyPi (📥 52M / month · 📦 25K · ⏱️ 08.04.2021):

   pip install protobuf
  

• Conda (📥 4.7M · ⏱️ 12.04.2021):

   conda install -c conda-forge protobuf
  

flatbuffers (🥇33 · ⭐ 16K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2

• GitHub (👨‍💻 470 · 🔀 2.5K · 📥 28K · 📦 830 · 📋 1.6K - 10% open · ⏱️ 12.04.2021):

   git clone https://github.com/google/flatbuffers
  

• PyPi (📥 2.9M / month · 📦 170 · ⏱️ 12.03.2020):

   pip install flatbuffers
  

• Conda (📥 230K · ⏱️ 23.11.2020):

   conda install -c conda-forge flatbuffers
  

ultrajson (🥇33 · ⭐ 3.2K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3

• GitHub (👨‍💻 73 · 🔀 320 · 📦 22K · 📋 300 - 14% open · ⏱️ 12.04.2021):

   git clone https://github.com/ultrajson/ultrajson
  

• PyPi (📥 9.9M / month · 📦 6.6K · ⏱️ 21.01.2021):

   pip install ujson
  

marshmallow (🥈32 · ⭐ 5.4K) - A lightweight library for converting complex objects to and from.. MIT

• GitHub (👨‍💻 190 · 🔀 560 · 📦 27K · 📋 1K - 12% open · ⏱️ 09.04.2021):

   git clone https://github.com/marshmallow-code/marshmallow
  

• PyPi (📥 7.6M / month · 📦 18K · ⏱️ 30.03.2021):

   pip install marshmallow
  

• Conda (📥 530K · ⏱️ 30.03.2021):

   conda install -c conda-forge marshmallow
  

simplejson (🥈32 · ⭐ 1.4K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT

• GitHub (👨‍💻 36 · 🔀 300 · 📥 5.2K · 📦 61K · 📋 180 - 9% open · ⏱️ 29.12.2020):

   git clone https://github.com/simplejson/simplejson
  

• PyPi (📥 15M / month · 📦 39K · ⏱️ 16.07.2020):

   pip install simplejson
  

• Conda (📥 1.1M · ⏱️ 09.01.2021):

   conda install -c conda-forge simplejson
  

msgpack (🥈31 · ⭐ 1.4K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2

• GitHub (👨‍💻 69 · 🔀 190 · 📥 830 · 📦 40K · 📋 230 - 1% open · ⏱️ 18.03.2021):

   git clone https://github.com/msgpack/msgpack-python
  

• PyPi (📥 13M / month · 📦 2.6K · ⏱️ 18.12.2020):

   pip install msgpack
  

• Conda (📥 3.7M · ⏱️ 08.01.2021):

   conda install -c conda-forge msgpack-python
  

dill (🥉30 · ⭐ 1.4K) - serialize all of python. BSD-3

• GitHub (👨‍💻 27 · 🔀 120 · 📥 230K · 📋 340 - 39% open · ⏱️ 14.03.2021):

   git clone https://github.com/uqfoundation/dill
  

• PyPi (📥 8.3M / month · 📦 5K · ⏱️ 02.11.2020):

   pip install dill
  

• Conda (📥 1.1M · ⏱️ 02.11.2020):

   conda install -c conda-forge dill
  

cloudpickle (🥉30 · ⭐ 920) - Extended pickling support for Python objects. BSD-3

• GitHub (👨‍💻 46 · 🔀 100 · 📥 16 · 📦 35K · 📋 180 - 27% open · ⏱️ 02.03.2021):

   git clone https://github.com/cloudpipe/cloudpickle
  

• PyPi (📥 12M / month · 📦 4.1K · ⏱️ 25.08.2020):

   pip install cloudpickle
  

• Conda (📥 4.2M · ⏱️ 26.08.2020):

   conda install -c conda-forge cloudpickle
  

jsonpickle (🥉30 · ⭐ 900) - Python library for serializing any arbitrary object graph into JSON... BSD-3

• GitHub (👨‍💻 61 · 🔀 140 · 📋 240 - 24% open · ⏱️ 18.02.2021):

   git clone https://github.com/jsonpickle/jsonpickle
  

• PyPi (📥 8.1M / month · 📦 3.3K · ⏱️ 08.02.2021):

   pip install jsonpickle
  

• Conda (📥 690K · ⏱️ 12.04.2021):

   conda install -c conda-forge jsonpickle
  

orjson (🥉28 · ⭐ 1.9K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2

• GitHub (👨‍💻 10 · 🔀 73 · 📦 1.8K · 📋 140 - 7% open · ⏱️ 15.04.2021):

   git clone https://github.com/ijl/orjson
  

• PyPi (📥 980K / month · 📦 28 · ⏱️ 15.04.2021):

   pip install orjson
  

• Conda (📥 100K · ⏱️ 06.03.2021):

   conda install -c conda-forge orjson
  

srsly (🥉28 · ⭐ 190) - Modern high-performance serialization utilities for Python (JSON,.. MIT

• GitHub (👨‍💻 11 · 🔀 22 · 📦 9.7K · 📋 19 - 10% open · ⏱️ 15.04.2021):

   git clone https://github.com/explosion/srsly
  

• PyPi (📥 1.8M / month · 📦 410 · ⏱️ 12.04.2021):

   pip install srsly
  

• Conda (📥 400K · ⏱️ 12.04.2021):

   conda install -c conda-forge srsly
  

python-rapidjson (🥉26 · ⭐ 420) - Python wrapper around rapidjson. MIT

• GitHub (👨‍💻 17 · 🔀 34 · 📦 1.1K · 📋 94 - 8% open · ⏱️ 13.12.2020):

   git clone https://github.com/python-rapidjson/python-rapidjson
  

• PyPi (📥 520K / month · 📦 290 · ⏱️ 13.12.2020):

   pip install python-rapidjson
  

• Conda (📥 450K · ⏱️ 12.01.2021):

   conda install -c conda-forge python-rapidjson
  

pysimdjson (🥉24 · ⭐ 440) - Python bindings for the simdjson project. MIT

• GitHub (👨‍💻 8 · 🔀 28 · 📦 46 · 📋 61 - 18% open · ⏱️ 04.02.2021):

   git clone https://github.com/TkTech/pysimdjson
  

• PyPi (📥 150K / month · ⏱️ 04.02.2021):

   pip install pysimdjson
  

Show 1 hidden projects...

• pyasn1 (🥉30 · ⭐ 180 · 💀) - Generic ASN.1 library for Python. BSD-2

Data Structures

pyrsistent (🥇33 · ⭐ 1.5K) - Persistent/Immutable/Functional data structures for Python. MIT

• GitHub (👨‍💻 49 · 🔀 110 · 📦 80K · 📋 140 - 22% open · ⏱️ 30.11.2020):

   git clone https://github.com/tobgu/pyrsistent
  

• PyPi (📥 25M / month · 📦 3.4K · ⏱️ 13.09.2020):

   pip install pyrsistent
  

• Conda (📥 4.5M · ⏱️ 08.01.2021):

   conda install -c conda-forge pyrsistent
  

multidict (🥈31 · ⭐ 230) - The multidict implementation. Apache-2

• GitHub (👨‍💻 36 · 🔀 60 · 📥 1.5K · 📋 120 - 8% open · ⏱️ 12.04.2021):

   git clone https://github.com/aio-libs/multidict
  

• PyPi (📥 25M / month · 📦 5.3K · ⏱️ 03.12.2020):

   pip install multidict
  

• Conda (📥 1.7M · ⏱️ 11.01.2021):

   conda install -c conda-forge multidict
  

addict (🥈29 · ⭐ 2K) - The Python Dict that's better than heroin. MIT

• GitHub (👨‍💻 31 · 🔀 130 · 📥 14 · 📦 1.4K · 📋 70 - 11% open · ⏱️ 05.01.2021):

   git clone https://github.com/mewwts/addict
  

• PyPi (📥 2.2M / month · 📦 370 · ⏱️ 21.11.2020):

   pip install addict
  

• Conda (📥 190K · ⏱️ 31.03.2021):

   conda install -c conda-forge addict
  

python-sortedcontainers (🥉28 · ⭐ 2.1K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2

• GitHub (👨‍💻 19 · 🔀 140 · 📋 140 - 14% open · ⏱️ 09.11.2020):

   git clone https://github.com/grantjenks/python-sortedcontainers
  

• PyPi (📥 8M / month · 📦 3.2K · ⏱️ 09.11.2020):

   pip install sortedcontainers
  

python-box (🥉26 · ⭐ 1.7K) - Python dictionaries with advanced dot notation access. MIT

• GitHub (👨‍💻 1 · 🔀 70 · 📥 28 · 📦 1.3K · 📋 120 - 16% open · ⏱️ 13.02.2021):

   git clone https://github.com/cdgriffith/Box
  

• PyPi (📥 760K / month · 📦 250 · ⏱️ 13.02.2021):

   pip install python-box
  

• Conda (📥 74K · ⏱️ 13.02.2021):

   conda install -c conda-forge python-box
  

munch (🥉26 · ⭐ 470) - A Munch is a Python dictionary that provides attribute-style access (a la.. MIT

• GitHub (👨‍💻 24 · 🔀 63 · 📋 34 - 20% open · ⏱️ 22.01.2021):

   git clone https://github.com/Infinidat/munch
  

• PyPi (📥 1.9M / month · 📦 1.1K · ⏱️ 09.03.2020):

   pip install munch
  

• Conda (📥 1M · ⏱️ 30.10.2019):

   conda install -c conda-forge munch
  

immutables (🥉25 · ⭐ 830) - A high-performance immutable mapping type for Python. Apache-2

• GitHub (👨‍💻 10 · 🔀 35 · 📦 1.7K · 📋 32 - 31% open · ⏱️ 10.02.2021):

   git clone https://github.com/MagicStack/immutables
  

• PyPi (📥 1.3M / month · 📦 100 · ⏱️ 10.02.2021):

   pip install immutables
  

• Conda (📥 540K · ⏱️ 10.02.2021):

   conda install -c conda-forge immutables
  

ordered-set (🥉24 · ⭐ 120 · 💤) - A mutable set that remembers the order of its entries. One of.. MIT

• GitHub (👨‍💻 17 · 🔀 31 · 📦 2.2K · 📋 34 - 29% open · ⏱️ 17.06.2020):

   git clone https://github.com/LuminosoInsight/ordered-set
  

• PyPi (📥 3.1M / month · 📦 310 · ⏱️ 17.06.2020):

   pip install ordered-set
  

• Conda (📥 70K · ⏱️ 18.06.2020):

   conda install -c conda-forge ordered-set
  

Data Validation

pydantic (🥇33 · ⭐ 6K) - Data parsing and validation using Python type hints. MIT

• GitHub (👨‍💻 210 · 🔀 530 · 📦 17K · 📋 1.4K - 20% open · ⏱️ 12.04.2021):

   git clone https://github.com/samuelcolvin/pydantic
  

• PyPi (📥 6.9M / month · 📦 390 · ⏱️ 03.03.2021):

   pip install pydantic
  

• Conda (📥 560K · ⏱️ 04.03.2021):

   conda install -c conda-forge pydantic
  

jsonschema (🥇32 · ⭐ 3.2K) - An(other) implementation of JSON Schema for Python. MIT

• GitHub (👨‍💻 84 · 🔀 440 · 📦 140K · 📋 580 - 12% open · ⏱️ 13.04.2021):

   git clone https://github.com/Julian/jsonschema
  

• PyPi (📥 26M / month · 📦 31K · ⏱️ 18.11.2019):

   pip install jsonschema
  

• Conda (📥 6M · ⏱️ 04.03.2021):

   conda install -c conda-forge jsonschema
  

cerberus (🥇32 · ⭐ 2.4K) - Lightweight, extensible data validation library for Python. ISC

• GitHub (👨‍💻 62 · 🔀 210 · 📦 9.2K · 📋 320 - 10% open · ⏱️ 11.04.2021):

   git clone https://github.com/pyeve/cerberus
  

• PyPi (📥 1.5M / month · 📦 1.5K · ⏱️ 11.04.2021):

   pip install cerberus
  

• Conda (📥 130K · ⏱️ 02.12.2019):

   conda install -c conda-forge cerberus
  

voluptuous (🥈31 · ⭐ 1.7K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3

• GitHub (👨‍💻 86 · 🔀 190 · 📦 3.2K · 📋 230 - 17% open · ⏱️ 19.02.2021):

   git clone https://github.com/alecthomas/voluptuous
  

• PyPi (📥 1.1M / month · 📦 2.2K · ⏱️ 06.12.2020):

   pip install voluptuous
  

• Conda (📥 100K · ⏱️ 30.12.2020):

   conda install -c conda-forge voluptuous
  

schema (🥈30 · ⭐ 2.3K) - Schema validation just got Pythonic. MIT

• GitHub (👨‍💻 61 · 🔀 170 · 📦 2.7K · 📋 130 - 52% open · ⏱️ 12.03.2021):

   git clone https://github.com/keleshev/schema
  

• PyPi (📥 1M / month · 📦 1K · ⏱️ 01.02.2021):

   pip install schema
  

• Conda (📥 25K · ⏱️ 01.02.2021):

   conda install -c conda-forge schema
  

validators (🥉29 · ⭐ 480) - Python Data Validation for Humans. MIT

• GitHub (👨‍💻 38 · 🔀 86 · 📦 13K · 📋 120 - 72% open · ⏱️ 01.03.2021):

   git clone https://github.com/kvesteri/validators
  

• PyPi (📥 1.3M / month · 📦 1.9K · ⏱️ 18.12.2020):

   pip install validators
  

• Conda (📥 14K · ⏱️ 18.12.2020):

   conda install -c conda-forge validators
  

param (🥉27 · ⭐ 210) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3

• GitHub (👨‍💻 27 · 🔀 42 · 📦 1.5K · 📋 260 - 46% open · ⏱️ 12.04.2021):

   git clone https://github.com/holoviz/param
  

• PyPi (📥 120K / month · 📦 140 · ⏱️ 12.04.2021):

   pip install param
  

• Conda (📥 280K · ⏱️ 08.01.2021):

   conda install -c conda-forge param
  

strictyaml (🥉24 · ⭐ 850) - Type-safe YAML parser and validator. MIT

• GitHub (👨‍💻 16 · 🔀 37 · 📦 250 · 📋 120 - 50% open · ⏱️ 28.03.2021):

   git clone https://github.com/crdoconnor/strictyaml
  

• PyPi (📥 33K / month · 📦 50 · ⏱️ 28.03.2021):

   pip install strictyaml
  

• Conda (📥 60K · ⏱️ 19.01.2021):

   conda install -c conda-forge strictyaml
  

validr (🥉20 · ⭐ 200) - A simple, fast, extensible python library for data validation. MIT

• GitHub (👨‍💻 7 · 🔀 11 · ⏱️ 10.03.2021):

   git clone https://github.com/guyskk/validr
  

• PyPi (📥 12K / month · 📦 4 · ⏱️ 10.03.2021):

   pip install validr
  

typical (🥉14 · ⭐ 110) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT

• GitHub (👨‍💻 4 · 🔀 6 · 📋 75 - 17% open · ⏱️ 30.03.2021):

   git clone https://github.com/seandstewart/typical
  

• PyPi (📥 890 / month · 📦 2 · ⏱️ 03.03.2021):

   pip install typical
  

Show 2 hidden projects...

• schematics (🥈30 · ⭐ 2.4K · 💀) - Python Data Structures for Humans. BSD-3
• valideer (🥉19 · ⭐ 250 · 💀) - Lightweight data validation and adaptation Python library. MIT

Algorithms & Design Patterns

transitions (🥇29 · ⭐ 3.6K) - A lightweight, object-oriented finite state machine implementation.. MIT

• GitHub (👨‍💻 65 · 🔀 430 · 📦 1.6K · 📋 370 - 2% open · ⏱️ 07.04.2021):

   git clone https://github.com/pytransitions/transitions
  

• PyPi (📥 230K / month · 📦 350 · ⏱️ 13.02.2021):

   pip install transitions
  

• Conda (📥 15K · ⏱️ 07.04.2021):

   conda install -c conda-forge transitions
  

algorithms (🥉26 · ⭐ 19K) - Minimal examples of data structures and algorithms in Python. MIT

• GitHub (👨‍💻 170 · 🔀 3.9K · 📦 46 · 📋 250 - 64% open · ⏱️ 23.03.2021):

   git clone https://github.com/keon/algorithms
  

• PyPi (📥 780 / month · 📦 14 · ⏱️ 04.10.2020):

   pip install algorithms
  

Show 1 hidden projects...

• PyPattyrn (🥉18 · ⭐ 1.2K · 💀) - A simple library for implementing common design patterns. MIT

Date & Time Utilities

arrow (🥇35 · ⭐ 7.4K · 📈) - Better dates & times for Python. Apache-2

• GitHub (👨‍💻 240 · 🔀 560 · 📦 19K · 📋 410 - 11% open · ⏱️ 15.04.2021):

   git clone https://github.com/arrow-py/arrow
  

• PyPi (📥 3.6M / month · 📦 7.4K · ⏱️ 07.03.2021):

   pip install arrow
  

• Conda (📥 530K · ⏱️ 07.03.2021):

   conda install -c conda-forge arrow
  

python-dateutil (🥇35 · ⭐ 1.5K · 💤) - Useful extensions to the standard Python datetime.. Apache-2

• GitHub (👨‍💻 120 · 🔀 350 · 📥 34K · 📋 600 - 43% open · ⏱️ 28.09.2020):

   git clone https://github.com/dateutil/dateutil
  

• PyPi (📥 100M / month · 📦 120K · ⏱️ 03.11.2019):

   pip install python-dateutil
  

• Conda (📥 15M · ⏱️ 03.11.2019):

   conda install -c conda-forge python-dateutil
  

pytz (🥈32 · ⭐ 150) - pytz Python historical timezone library and database. MIT

• GitHub (👨‍💻 16 · 🔀 54 · 📦 700K · 📋 37 - 43% open · ⏱️ 22.03.2021):

   git clone https://github.com/stub42/pytz
  

• PyPi (📥 56M / month · 📦 150K · ⏱️ 01.02.2021):

   pip install pytz
  

• Conda (📥 14M · ⏱️ 01.02.2021):

   conda install -c conda-forge pytz
  

dateparser (🥈31 · ⭐ 1.8K) - python parser for human readable dates. BSD-3

• GitHub (👨‍💻 100 · 🔀 350 · 📦 6K · 📋 520 - 41% open · ⏱️ 13.04.2021):

   git clone https://github.com/scrapinghub/dateparser
  

• PyPi (📥 1.6M / month · 📦 1.4K · ⏱️ 29.10.2020):

   pip install dateparser
  

• Conda (📥 42K · ⏱️ 29.10.2020):

   conda install -c conda-forge dateparser
  

pendulum (🥉30 · ⭐ 4.4K) - Python datetimes made easy. MIT

• GitHub (👨‍💻 66 · 🔀 240 · 📋 410 - 45% open · ⏱️ 11.02.2021):

   git clone https://github.com/sdispater/pendulum
  

• PyPi (📥 3.8M / month · 📦 1.1K · ⏱️ 24.07.2020):

   pip install pendulum
  

• Conda (📥 320K · ⏱️ 08.11.2020):

   conda install -c conda-forge pendulum
  

holidays (🥉28 · ⭐ 540) - Generate and work with holidays in Python. MIT

• GitHub (👨‍💻 140 · 🔀 240 · 📥 150 · 📋 190 - 9% open · ⏱️ 02.04.2021):

   git clone https://github.com/dr-prodigy/python-holidays
  

• PyPi (📥 2.2M / month · 📦 560 · ⏱️ 02.04.2021):

   pip install holidays
  

• Conda (📥 540K · ⏱️ 02.04.2021):

   conda install -c conda-forge holidays
  

tzlocal (🥉27 · ⭐ 130 · 💤) - A Python module that tries to figure out what your local timezone is. MIT

• GitHub (👨‍💻 21 · 🔀 45 · 📋 54 - 9% open · ⏱️ 30.09.2020):

   git clone https://github.com/regebro/tzlocal
  

• PyPi (📥 8.7M / month · 📦 6K · ⏱️ 21.09.2020):

   pip install tzlocal
  

• Conda (📥 500K · ⏱️ 08.05.2020):

   conda install -c conda-forge tzlocal
  

parsedatetime (🥉26 · ⭐ 600 · 💤) - Parse human-readable date/time strings. Apache-2

• GitHub (👨‍💻 49 · 🔀 100 · 📦 3K · 📋 160 - 40% open · ⏱️ 31.05.2020):

   git clone https://github.com/bear/parsedatetime
  

• PyPi (📥 1M / month · 📦 2.3K · ⏱️ 31.05.2020):

   pip install parsedatetime
  

• Conda (📥 83K · ⏱️ 10.06.2020):

   conda install -c conda-forge parsedatetime
  

Show 1 hidden projects...

• isodate (🥉27 · ⭐ 98 · 💀) - ISO 8601 date/time parser. BSD-3

File & Path Utilities

watchdog (🥇33 · ⭐ 4.7K) - Python library and shell utilities to monitor filesystem events. Apache-2

• GitHub (👨‍💻 110 · 🔀 550 · 📦 32K · 📋 500 - 26% open · ⏱️ 29.03.2021):

   git clone https://github.com/gorakhargosh/watchdog
  

• PyPi (📥 2.6M / month · 📦 14K · ⏱️ 22.02.2021):

   pip install watchdog
  

• Conda (📥 470K · ⏱️ 28.03.2021):

   conda install -c conda-forge watchdog
  

appdirs (🥈30 · ⭐ 720) - A small Python module for determining appropriate platform-specific dirs,.. MIT

• GitHub (👨‍💻 33 · 🔀 76 · 📦 110K · 📋 93 - 46% open · ⏱️ 28.01.2021):

   git clone https://github.com/ActiveState/appdirs
  

• PyPi (📥 23M / month · 📦 26K · ⏱️ 11.05.2020):

   pip install appdirs
  

• Conda (📥 2.6M · ⏱️ 19.10.2020):

   conda install -c conda-forge appdirs
  

scandir (🥈28 · ⭐ 470) - Better directory iterator and faster os.walk(), now in the Python 3.5.. BSD-3

• GitHub (👨‍💻 20 · 🔀 59 · 📦 12K · 📋 91 - 12% open · ⏱️ 27.02.2021):

   git clone https://github.com/benhoyt/scandir
  

• PyPi (📥 3.9M / month · 📦 4.1K · ⏱️ 09.03.2019):

   pip install scandir
  

• Conda (📥 1.1M · ⏱️ 12.01.2021):

   conda install -c conda-forge scandir
  

pyfilesystem2 (🥉27 · ⭐ 1.3K) - Python's Filesystem abstraction layer. MIT

• GitHub (👨‍💻 40 · 🔀 130 · 📋 300 - 19% open · ⏱️ 12.04.2021):

   git clone https://github.com/pyfilesystem/pyfilesystem2
  

• PyPi (📥 300K / month · 📦 800 · ⏱️ 27.03.2021):

   pip install fs
  

aiofiles (🥉26 · ⭐ 1.5K · 📉) - File support for asyncio. Apache-2

• GitHub (👨‍💻 19 · 🔀 110 · 📋 71 - 54% open · ⏱️ 01.04.2021):

   git clone https://github.com/Tinche/aiofiles
  

• PyPi (📥 2.3M / month · 📦 1.6K · ⏱️ 27.10.2020):

   pip install aiofiles
  

• Conda (📥 160K · ⏱️ 28.10.2020):

   conda install -c conda-forge aiofiles
  

path (🥉23 · ⭐ 950) - Object-oriented file system path manipulation. MIT

• GitHub (👨‍💻 43 · 🔀 130 · 📋 120 - 2% open · ⏱️ 28.03.2021):

   git clone https://github.com/jaraco/path
  

• PyPi (📥 220K / month · 📦 78 · ⏱️ 21.02.2021):

   pip install path
  

• Conda (📥 89K · ⏱️ 22.02.2021):

   conda install -c conda-forge path
  

Show 3 hidden projects...

• filelock (🥈28 · ⭐ 300 · 💀) - A platform independent file lock for Python. Unlicense
• zipp (🥉26 · ⭐ 21) - Backport of pathlib-compatible object wrapper for zip files. MIT
• Unipath (🥉24 · ⭐ 500 · 💀) - An object-oriented approach to Python file/directory operations. MIT

Compatiblity

future (🥇34 · ⭐ 1.1K) - Easy, clean, reliable Python 2/3 compatibility. MIT

• GitHub (👨‍💻 100 · 🔀 260 · 📦 140K · 📋 380 - 48% open · ⏱️ 27.11.2020):

   git clone https://github.com/PythonCharmers/python-future
  

• PyPi (📥 30M / month · 📦 28K · ⏱️ 31.10.2019):

   pip install future
  

• Conda (📥 3.5M · ⏱️ 08.01.2021):

   conda install -c conda-forge future
  

six (🥇34 · ⭐ 750) - Python 2 and 3 compatibility library. MIT

• GitHub (👨‍💻 62 · 🔀 190 · 📦 840K · 📋 280 - 37% open · ⏱️ 04.04.2021):

   git clone https://github.com/benjaminp/six
  

• PyPi (📥 120M / month · 📦 240K · ⏱️ 21.05.2020):

   pip install six
  

• Conda (📥 15M · ⏱️ 21.05.2020):

   conda install -c conda-forge six
  

typing (🥈30 · ⭐ 890) - Work related to PEP 484: typing.py and typing_extensions.py (both.. Python-2.0

• GitHub (👨‍💻 63 · 🔀 140 · 📦 29K · 📋 560 - 21% open · ⏱️ 13.04.2021):

   git clone https://github.com/python/typing
  

• PyPi (📥 8M / month · 📦 8.4K · ⏱️ 13.07.2020):

   pip install typing
  

• Conda (📥 680K · ⏱️ 18.12.2020):

   conda install -c conda-forge typing
  

dataclasses (🥉27 · ⭐ 490) - A backport of the dataclasses module for Python 3.6. Apache-2

• GitHub (👨‍💻 11 · 🔀 40 · 📦 14K · 📋 120 - 8% open · ⏱️ 13.11.2020):

   git clone https://github.com/ericvsmith/dataclasses
  

• PyPi (📥 6.9M / month · 📦 950 · ⏱️ 13.11.2020):

   pip install dataclasses
  

• Conda (📥 1.3M · ⏱️ 08.03.2021):

   conda install -c conda-forge dataclasses
  

Show 3 hidden projects...

• futures (🥉27 · ⭐ 210 · 💀) - Backport of the concurrent.futures package to Python 2.6 and 2.7. Python-2.0
• pathlib2 (🥉26 · ⭐ 63 · 💀) - Backport of pathlib aiming to support the full stdlib Python API. As.. MIT
• contextlib2 (🥉24 · ⭐ 30) - contextlib2 is a backport of the standard library's contextlib.. ❗️psfrag

Cryptography

cryptography (🥇34 · ⭐ 4.1K) - cryptography is a package designed to expose cryptographic.. BSD-3

• GitHub (👨‍💻 230 · 🔀 840 · 📦 160K · 📋 1.7K - 2% open · ⏱️ 15.04.2021):

   git clone https://github.com/pyca/cryptography
  

• PyPi (📥 54M / month · 📦 34K · ⏱️ 25.03.2021):

   pip install cryptography
  

• Conda (📥 12M · ⏱️ 27.03.2021):

   conda install -c conda-forge cryptography
  

pycryptodomex (🥇34 · ⭐ 1.6K) - A self-contained cryptographic library for Python. BSD-3

• GitHub (👨‍💻 100 · 🔀 280 · 📦 25K · 📋 400 - 13% open · ⏱️ 29.03.2021):

   git clone https://github.com/Legrandin/pycryptodome
  

• PyPi (📥 9.3M / month · 📦 1.5K · ⏱️ 09.02.2021):

   pip install pycryptodomex
  

• Conda (📥 360K · ⏱️ 10.02.2021):

   conda install -c conda-forge pycryptodomex
  

asn1crypto (🥈31 · ⭐ 220) - Python ASN.1 library with a focus on performance and a pythonic API. MIT

• GitHub (👨‍💻 31 · 🔀 96 · 📦 76K · 📋 140 - 21% open · ⏱️ 01.11.2020):

   git clone https://github.com/wbond/asn1crypto
  

• PyPi (📥 9.5M / month · 📦 14K · ⏱️ 28.07.2020):

   pip install asn1crypto
  

• Conda (📥 5.4M · ⏱️ 28.07.2020):

   conda install -c conda-forge asn1crypto
  

rsa (🥉29 · ⭐ 310) - Python-RSA is a pure-Python RSA implementation. Apache-2

• GitHub (👨‍💻 33 · 🔀 63 · 📋 99 - 17% open · ⏱️ 29.03.2021):

   git clone https://github.com/sybrenstuvel/python-rsa
  

• PyPi (📥 77M / month · 📦 13K · ⏱️ 15.02.2021):

   pip install rsa
  

• Conda (📥 3.2M · ⏱️ 24.02.2021):

   conda install -c conda-forge rsa
  

keyring (🥉28 · ⭐ 660) - Store and access your passwords safely. MIT

• GitHub (👨‍💻 93 · 🔀 96 · 📋 390 - 4% open · ⏱️ 25.03.2021):

   git clone https://github.com/jaraco/keyring
  

• PyPi (📥 5.5M / month · 📦 5.9K · ⏱️ 25.03.2021):

   pip install keyring
  

• Conda (📥 960K · ⏱️ 25.03.2021):

   conda install -c conda-forge keyring
  

bcrypt (🥉27 · ⭐ 740) - Modern(-ish) password hashing for your software and your servers. Apache-2

• GitHub (👨‍💻 28 · 🔀 99 · ⏱️ 13.04.2021):

   git clone https://github.com/pyca/bcrypt
  

• PyPi (📥 15M / month · 📦 15K · ⏱️ 16.08.2020):

   pip install bcrypt
  

• Conda (📥 710K · ⏱️ 14.01.2021):

   conda install -c conda-forge bcrypt
  

tink (🥉25 · ⭐ 11K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2

• GitHub (👨‍💻 89 · 🔀 920 · 📥 860 · 📦 5 · 📋 330 - 21% open · ⏱️ 07.04.2021):

   git clone https://github.com/google/tink
  

• PyPi (📥 25K / month · ⏱️ 15.10.2020):

   pip install tink
  

Infrastructure & DevOps

awscli (🥇39 · ⭐ 11K) - Universal Command Line Interface for Amazon Web Services. Apache-2

• GitHub (👨‍💻 340 · 🔀 2.6K · 📥 570 · 📦 21K · 📋 3.6K - 19% open · ⏱️ 14.04.2021):

   git clone https://github.com/aws/aws-cli
  

• PyPi (📥 61M / month · 📦 5.4K · ⏱️ 14.04.2021):

   pip install awscli
  

• Conda (📥 6.8M · ⏱️ 15.04.2021):

   conda install -c conda-forge awscli
  

botocore (🥇37 · ⭐ 950) - The low-level, core functionality of boto 3. Apache-2

• GitHub (👨‍💻 160 · 🔀 760 · 📦 79K · 📋 830 - 24% open · ⏱️ 14.04.2021):

   git clone https://github.com/boto/botocore
  

• PyPi (📥 130M / month · 📦 14K · ⏱️ 14.04.2021):

   pip install botocore
  

• Conda (📥 6.9M · ⏱️ 15.04.2021):

   conda install -c conda-forge botocore
  

docker-compose (🥈36 · ⭐ 22K) - Define and run multi-container applications with Docker. Apache-2

• GitHub (👨‍💻 410 · 🔀 3.7K · 📥 150M · 📦 6.4K · 📋 5.5K - 9% open · ⏱️ 15.04.2021):

   git clone https://github.com/docker/compose
  

• PyPi (📥 2M / month · 📦 2.2K · ⏱️ 06.04.2021):

   pip install docker-compose
  

• Conda (📥 98K · ⏱️ 14.04.2021):

   conda install -c conda-forge docker-compose
  

docker (🥈36 · ⭐ 5.2K) - A Python library for the Docker Engine API. Apache-2

• GitHub (👨‍💻 390 · 🔀 1.4K · 📦 20K · 📋 1.5K - 27% open · ⏱️ 06.04.2021):

   git clone https://github.com/docker/docker-py
  

• PyPi (📥 20M / month · 📦 4.4K · ⏱️ 06.04.2021):

   pip install docker
  

• Conda (📥 1.1M · ⏱️ 07.04.2021):

   conda install -c conda-forge docker-py
  

paramiko (🥈34 · ⭐ 6.9K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1

• GitHub (👨‍💻 160 · 🔀 1.7K · 📦 41K · 📋 1.4K - 59% open · ⏱️ 12.02.2021):

   git clone https://github.com/paramiko/paramiko
  

• PyPi (📥 15M / month · 📦 23K · ⏱️ 30.08.2020):

   pip install paramiko
  

• Conda (📥 850K · ⏱️ 01.09.2020):

   conda install -c conda-forge paramiko
  

ansible (🥈33 · ⭐ 48K · 📉) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0

• GitHub (👨‍💻 850 · 🔀 20K):

   git clone https://github.com/ansible/ansible
  

• PyPi (📥 5.3M / month · 📦 7.7K · ⏱️ 14.04.2021):

   pip install ansible
  

• Conda (📥 290K · ⏱️ 30.03.2021):

   conda install -c conda-forge ansible
  

kubernetes (🥈33 · ⭐ 3.6K) - Official Python client library for kubernetes. Apache-2

• GitHub (👨‍💻 86 · 🔀 2K · 📦 9.7K · 📋 890 - 10% open · ⏱️ 13.04.2021):

   git clone https://github.com/kubernetes-client/python
  

• PyPi (📥 4M / month · 📦 1.4K · ⏱️ 13.11.2020):

   pip install kubernetes
  

• Conda (📥 220K · ⏱️ 09.04.2021):

   conda install -c conda-forge kubernetes
  

fabric (🥉32 · ⭐ 13K) - Simple, Pythonic remote execution and deployment. BSD-2

• GitHub (👨‍💻 130 · 🔀 1.8K · 📋 1.7K - 24% open · ⏱️ 19.03.2021):

   git clone https://github.com/fabric/fabric
  

• PyPi (📥 970K / month · 📦 290 · ⏱️ 19.01.2021):

   pip install fabric
  

• Conda (📥 38K · ⏱️ 09.03.2021):

   conda install -c conda-forge fabric
  

schedule (🥉32 · ⭐ 8.5K) - Python job scheduling for humans. MIT

• GitHub (👨‍💻 44 · 🔀 780 · 📦 11K · 📋 330 - 31% open · ⏱️ 10.04.2021):

   git clone https://github.com/dbader/schedule
  

• PyPi (📥 1.3M / month · 📦 2.2K · ⏱️ 10.04.2021):

   pip install schedule
  

• Conda (📥 5.5K · ⏱️ 10.04.2021):

   conda install -c conda-forge schedule
  

sshtunnel (🥉28 · ⭐ 810) - SSH tunnels to remote server. MIT

• GitHub (👨‍💻 23 · 🔀 130 · 📦 2.2K · 📋 150 - 13% open · ⏱️ 11.01.2021):

   git clone https://github.com/pahaz/sshtunnel
  

• PyPi (📥 850K / month · 📦 260 · ⏱️ 11.01.2021):

   pip install sshtunnel
  

• Conda (📥 67K · ⏱️ 16.11.2020):

   conda install -c conda-forge sshtunnel
  

pyinfra (🥉21 · ⭐ 1.2K) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT

• GitHub (👨‍💻 47 · 🔀 110 · 📦 24 · 📋 410 - 12% open · ⏱️ 04.04.2021):

   git clone https://github.com/Fizzadar/pyinfra
  

• PyPi (📥 2.5K / month · 📦 4 · ⏱️ 04.04.2021):

   pip install pyinfra
  

Show 4 hidden projects...

• fabtools (🥉24 · ⭐ 1.2K · 💀) - Tools for writing awesome Fabric files. BSD-2
• storm (🥉23 · ⭐ 3.8K · 💀) - Manage your SSH like a boss. MIT
• parallel-ssh (🥉23 · ⭐ 870) - Asynchronous parallel SSH client library. ❗️LGPL-2.1
• wssh (🥉14 · ⭐ 1.3K · 💀) - SSH to WebSockets Bridge. MIT

Process Utilities

supervisor (🥇33 · ⭐ 6.8K) - Supervisor process control system for UNIX. ❗️Repoze Public License

• GitHub (👨‍💻 160 · 🔀 1.1K · 📦 5.8K · 📋 1K - 12% open · ⏱️ 19.03.2021):

   git clone https://github.com/Supervisor/supervisor
  

• PyPi (📥 970K / month · 📦 3.8K · ⏱️ 26.02.2021):

   pip install supervisor
  

• Conda (📥 150K · ⏱️ 04.03.2021):

   conda install -c conda-forge supervisor
  

pexpect (🥇33 · ⭐ 2K · 💤) - A Python module for controlling interactive programs in a pseudo-.. ISC

• GitHub (👨‍💻 91 · 🔀 420 · 📥 3.9K · 📦 130K · 📋 420 - 39% open · ⏱️ 16.05.2020):

   git clone https://github.com/pexpect/pexpect
  

• PyPi (📥 18M / month · 📦 31K · ⏱️ 21.01.2020):

   pip install pexpect
  

• Conda (📥 4.5M · ⏱️ 12.10.2020):

   conda install -c conda-forge pexpect
  

sh (🥉31 · ⭐ 5.7K) - Python process launching. MIT

• GitHub (👨‍💻 80 · 🔀 440 · 📦 6.9K · 📋 390 - 4% open · ⏱️ 24.10.2020):

   git clone https://github.com/amoffat/sh
  

• PyPi (📥 1.7M / month · 📦 4.5K · ⏱️ 24.10.2020):

   pip install sh
  

• Conda (📥 96K · ⏱️ 09.01.2021):

   conda install -c conda-forge sh
  

ptyprocess (🥉28 · ⭐ 130) - Run a subprocess in a pseudo terminal. ISC

• GitHub (👨‍💻 14 · 🔀 55 · 📋 33 - 51% open · ⏱️ 10.04.2021):

   git clone https://github.com/pexpect/ptyprocess
  

• PyPi (📥 19M / month · 📦 25K · ⏱️ 28.12.2020):

   pip install ptyprocess
  

• Conda (📥 4.3M · ⏱️ 31.12.2020):

   conda install -c conda-forge ptyprocess
  

Asynchronous Programming

greenlet (🥇34 · ⭐ 1.2K) - Lightweight in-process concurrent programming. MIT

• GitHub (👨‍💻 55 · 🔀 200 · 📦 58K · 📋 130 - 8% open · ⏱️ 18.01.2021):

   git clone https://github.com/python-greenlet/greenlet
  

• PyPi (📥 17M / month · 📦 20K · ⏱️ 13.01.2021):

   pip install greenlet
  

• Conda (📥 530K · ⏱️ 17.03.2021):

   conda install -c conda-forge greenlet
  

uvloop (🥉32 · ⭐ 7.7K · 📉) - Ultra fast asyncio event loop. MIT

• GitHub (👨‍💻 41 · 🔀 450 · 📥 320 · 📦 21K · 📋 250 - 15% open · ⏱️ 19.02.2021):

   git clone https://github.com/MagicStack/uvloop
  

• PyPi (📥 2.3M / month · 📦 2.4K · ⏱️ 19.02.2021):

   pip install uvloop
  

• Conda (📥 310K · ⏱️ 19.02.2021):

   conda install -c conda-forge uvloop
  

Show 1 hidden projects...

• stopit (🥉20 · ⭐ 87 · 💀) - Raise asynchronous exceptions in other thread, control the timeout of.. MIT

Configuration

traitlets (🥇33 · ⭐ 420) - A lightweight Traits like module. BSD-3

• GitHub (👨‍💻 97 · 🔀 160 · 📦 150K · 📋 220 - 38% open · ⏱️ 12.04.2021):

   git clone https://github.com/ipython/traitlets
  

• PyPi (📥 15M / month · 📦 28K · ⏱️ 15.10.2020):

   pip install traitlets
  

• Conda (📥 6.4M · ⏱️ 15.10.2020):

   conda install -c conda-forge traitlets
  

Dynaconf (🥈29 · ⭐ 1.5K) - Configuration Management for Python. MIT

• GitHub (👨‍💻 62 · 🔀 160 · 📦 1.1K · 📋 260 - 18% open · ⏱️ 15.03.2021):

   git clone https://github.com/rochacbruno/dynaconf
  

• PyPi (📥 270K / month · 📦 92 · ⏱️ 08.03.2021):

   pip install dynaconf
  

• Conda (📥 670 · ⏱️ 08.03.2021):

   conda install -c conda-forge dynaconf
  

configobj (🥈29 · ⭐ 250) - Python 3+ compatible port of the configobj library. BSD-3

• GitHub (👨‍💻 22 · 🔀 61 · 📦 13K · 📋 140 - 49% open · ⏱️ 14.10.2020):

   git clone https://github.com/DiffSK/configobj
  

• PyPi (📥 1.7M / month · 📦 6.2K · ⏱️ 26.08.2014):

   pip install configobj
  

• Conda (📥 240K · ⏱️ 29.07.2018):

   conda install -c conda-forge configobj
  

python-decouple (🥉28 · ⭐ 1.7K) - Strict separation of config from code. MIT

• GitHub (👨‍💻 21 · 🔀 130 · 📦 36K · 📋 64 - 25% open · ⏱️ 05.01.2021):

   git clone https://github.com/henriquebastos/python-decouple
  

• PyPi (📥 390K / month · 📦 6K · ⏱️ 05.01.2021):

   pip install python-decouple
  

• Conda (📥 18K · ⏱️ 05.01.2021):

   conda install -c conda-forge python-decouple
  

hydra (🥉25 · ⭐ 4.1K) - Hydra is a framework for elegantly configuring complex applications. MIT

• GitHub (👨‍💻 70 · 🔀 340 · 📋 740 - 11% open · ⏱️ 14.04.2021):

   git clone https://github.com/facebookresearch/hydra
  

• PyPi (📥 4.2K / month · 📦 6 · ⏱️ 03.08.2016):

   pip install hydra
  

• Conda (📥 110K · ⏱️ 04.02.2021):

   conda install -c conda-forge hydra-core
  

omegaconf (🥉25 · ⭐ 660) - Flexible Python configuration system. The last one you will ever need. BSD-3

• GitHub (👨‍💻 19 · 🔀 45 · 📦 800 · 📋 340 - 14% open · ⏱️ 15.04.2021):

   git clone https://github.com/omry/omegaconf
  

• PyPi (📥 290K / month · 📦 8 · ⏱️ 24.03.2021):

   pip install omegaconf
  

• Conda (📥 170K · ⏱️ 11.03.2021):

   conda install -c conda-forge omegaconf
  

CLI Development

click (🥇38 · ⭐ 11K) - Python composable command line interface toolkit. BSD-3

• GitHub (👨‍💻 290 · 🔀 1K · 📦 490K · 📋 1.1K - 5% open · ⏱️ 14.04.2021):

   git clone https://github.com/pallets/click
  

• PyPi (📥 51M / month · 📦 110K · ⏱️ 25.11.2020):

   pip install click
  

• Conda (📥 7M · ⏱️ 27.04.2020):

   conda install -c conda-forge click
  

python-prompt-toolkit (🥇35 · ⭐ 7K) - Library for building powerful interactive command line.. BSD-3

• GitHub (👨‍💻 180 · 🔀 540 · 📦 140K · 📋 890 - 45% open · ⏱️ 23.03.2021):

   git clone https://github.com/prompt-toolkit/python-prompt-toolkit
  

• PyPi (📥 17M / month · 📦 6.2K · ⏱️ 03.10.2019):

   pip install prompt_toolkit
  

colorama (🥈34 · ⭐ 2.4K) - Simple cross-platform colored terminal text in Python. BSD-3

• GitHub (👨‍💻 40 · 🔀 180 · 📦 180K · 📋 220 - 53% open · ⏱️ 11.02.2021):

   git clone https://github.com/tartley/colorama
  

• PyPi (📥 53M / month · 📦 32K · ⏱️ 13.10.2020):

   pip install colorama
  

• Conda (📥 3.4M · ⏱️ 16.10.2020):

   conda install -c conda-forge colorama
  

python-fire (🥈33 · ⭐ 19K) - Python Fire is a library for automatically generating command.. Apache-2

• GitHub (👨‍💻 46 · 🔀 1.1K · 📦 7.1K · 📋 240 - 41% open · ⏱️ 12.04.2021):

   git clone https://github.com/google/python-fire
  

• PyPi (📥 1.1M / month · 📦 1.2K · ⏱️ 22.01.2021):

   pip install fire
  

• Conda (📥 110K · ⏱️ 22.01.2021):

   conda install -c conda-forge fire
  

rich (🥈32 · ⭐ 25K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT

• GitHub (👨‍💻 85 · 🔀 730 · 📦 3.4K · 📋 430 - 0% open · ⏱️ 10.04.2021):

   git clone https://github.com/willmcgugan/rich
  

• PyPi (📥 1.7M / month · ⏱️ 03.04.2021):

   pip install rich
  

• Conda (📥 160K · ⏱️ 03.04.2021):

   conda install -c conda-forge rich
  

emoji (🥈31 · ⭐ 1.2K) - emoji terminal output for Python. BSD-3

• GitHub (👨‍💻 49 · 🔀 210 · 📦 18K · 📋 94 - 14% open · ⏱️ 11.04.2021):

   git clone https://github.com/carpedm20/emoji
  

• PyPi (📥 2.9M / month · 📦 2K · ⏱️ 27.01.2021):

   pip install emoji
  

• Conda (📥 12K · ⏱️ 23.01.2021):

   conda install -c conda-forge emoji
  

argcomplete (🥉30 · ⭐ 960) - Python and tab completion, better together. Apache-2

• GitHub (👨‍💻 53 · 🔀 99 · 📥 130 · 📦 9.3K · 📋 180 - 19% open · ⏱️ 09.02.2021):

   git clone https://github.com/kislyuk/argcomplete
  

• PyPi (📥 4.3M / month · 📦 2.8K · ⏱️ 24.11.2020):

   pip install argcomplete
  

• Conda (📥 180K · ⏱️ 24.11.2020):

   conda install -c conda-forge argcomplete
  

wcwidth (🥉30 · ⭐ 200 · 💤) - Python library that measures the width of unicode strings rendered to.. MIT

• GitHub (👨‍💻 11 · 🔀 35 · 📦 180K · 📋 28 - 32% open · ⏱️ 14.07.2020):

   git clone https://github.com/jquast/wcwidth
  

• PyPi (📥 16M / month · 📦 25K · ⏱️ 23.06.2020):

   pip install wcwidth
  

• Conda (📥 5.9M · ⏱️ 24.09.2020):

   conda install -c conda-forge wcwidth
  

ConfigArgParse (🥉28 · ⭐ 480) - A drop-in replacement for argparse that allows options to also be.. MIT

• GitHub (👨‍💻 43 · 🔀 85 · 📦 5K · 📋 150 - 32% open · ⏱️ 15.03.2021):

   git clone https://github.com/bw2/ConfigArgParse
  

• PyPi (📥 1.1M / month · 📦 2.3K · ⏱️ 15.03.2021):

   pip install configargparse
  

• Conda (📥 180K · ⏱️ 15.03.2021):

   conda install -c conda-forge configargparse
  

asciimatics (🥉27 · ⭐ 2.6K) - A cross platform package to do curses-like operations, plus.. Apache-2

• GitHub (👨‍💻 33 · 🔀 200 · 📦 450 · 📋 240 - 7% open · ⏱️ 09.04.2021):

   git clone https://github.com/peterbrittain/asciimatics
  

• PyPi (📥 11K / month · 📦 120 · ⏱️ 05.04.2021):

   pip install asciimatics
  

• Conda (📥 59K · ⏱️ 09.04.2021):

   conda install -c conda-forge asciimatics
  

blessings (🥉27 · ⭐ 1.2K) - A thin, practical wrapper around terminal capabilities in Python. MIT

• GitHub (👨‍💻 16 · 🔀 93 · 📦 5K · 📋 83 - 36% open · ⏱️ 20.10.2020):

   git clone https://github.com/erikrose/blessings
  

• PyPi (📥 1.8M / month · 📦 2.5K · ⏱️ 21.06.2018):

   pip install blessings
  

• Conda (📥 94K · ⏱️ 08.01.2021):

   conda install -c conda-forge blessings
  

cleo (🥉24 · ⭐ 700) - Cleo allows you to create beautiful and testable command-line interfaces. MIT

• GitHub (👨‍💻 6 · 🔀 36 · 📋 67 - 61% open · ⏱️ 21.02.2021):

   git clone https://github.com/sdispater/cleo
  

• PyPi (📥 2.3M / month · 📦 150 · ⏱️ 21.02.2021):

   pip install cleo
  

• Conda (📥 33K · ⏱️ 09.10.2020):

   conda install -c conda-forge cleo
  

Typer (🥉23 · ⭐ 5K · 💤) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT

• GitHub (👨‍💻 8 · 🔀 180 · 📋 170 - 53% open · ⏱️ 16.08.2020):

   git clone https://github.com/tiangolo/typer
  

• PyPi (📥 1.3M / month · ⏱️ 16.08.2020):

   pip install typer
  

bashplotlib (🥉22 · ⭐ 1.5K) - plotting in the terminal. MIT

• GitHub (👨‍💻 20 · 🔀 80 · 📦 120 · 📋 27 - 59% open · ⏱️ 31.03.2021):

   git clone https://github.com/glamp/bashplotlib
  

• PyPi (📥 3.5K / month · 📦 48 · ⏱️ 06.02.2016):

   pip install bashplotlib
  

colout (🥉16 · ⭐ 1K · 💤) - Color text streams with a polished command line interface. ❗️GPL-3.0

• GitHub (👨‍💻 29 · 🔀 55 · 📦 1 · 📋 67 - 16% open · ⏱️ 02.08.2020):

   git clone https://github.com/nojhan/colout
  

• PyPi (📥 150 / month · ⏱️ 21.06.2020):

   pip install colout
  

Show 2 hidden projects...

• docopt (🥈31 · ⭐ 7.3K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT
• clint (🥉29 · ⭐ 2.5K · 💀) - Python Command-line Application Tools. ISC

Development Tools

🔗 best-of-python-dev ( ⭐ 260 · 🐣) - A ranked list of awesome python developer tools and libraries...

Data Caching

cachetools (🥇30 · ⭐ 940) - Extensible memoizing collections and decorators. MIT

• GitHub (👨‍💻 5 · 🔀 100 · 📋 180 - 6% open · ⏱️ 08.03.2021):

   git clone https://github.com/tkem/cachetools
  

• PyPi (📥 34M / month · 📦 4.4K · ⏱️ 24.01.2021):

   pip install cachetools
  

• Conda (📥 2.3M · ⏱️ 25.01.2021):

   conda install -c conda-forge cachetools
  

beaker (🥉27 · ⭐ 470) - WSGI middleware for sessions and caching. BSD-3

• GitHub (👨‍💻 85 · 🔀 130 · 📦 2.7K · 📋 110 - 53% open · ⏱️ 08.10.2020):

   git clone https://github.com/bbangert/beaker
  

• PyPi (📥 270K / month · 📦 2.6K · ⏱️ 26.08.2019):

   pip install beaker
  

• Conda (📥 49K · ⏱️ 27.08.2019):

   conda install -c conda-forge beaker
  

pylibmc (🥉26 · ⭐ 440) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3

• GitHub (👨‍💻 48 · 🔀 120 · 📦 3.4K · 📋 190 - 12% open · ⏱️ 22.01.2021):

   git clone https://github.com/lericson/pylibmc
  

• PyPi (📥 170K / month · 📦 4.7K · ⏱️ 15.08.2019):

   pip install pylibmc
  

• Conda (📥 150K · ⏱️ 09.01.2021):

   conda install -c conda-forge pylibmc
  

GUI Development

🔗 best-of-web-python - Web UI ( ⭐ 1.2K · 🐣) - Collection of libraries to implement web-based UIs.

kivy (🥇35 · ⭐ 13K · 📈) - Open source UI framework written in Python, running on Windows, Linux,.. MIT

• GitHub (👨‍💻 540 · 🔀 2.7K · 📥 23K · 📦 4.3K · 📋 4.4K - 18% open · ⏱️ 15.04.2021):

   git clone https://github.com/kivy/kivy
  

• PyPi (📥 59K / month · 📦 870 · ⏱️ 09.12.2020):

   pip install kivy
  

• Conda (📥 170K · ⏱️ 21.12.2020):

   conda install -c conda-forge kivy
  

PySimpleGUI (🥈28 · ⭐ 6K) - PySimpleGUI is a Python package that enables Python programmers.. ❗️LGPL-3.0

• GitHub (👨‍💻 18 · 🔀 990 · 📦 2.2K · 📋 2.1K - 32% open · ⏱️ 14.04.2021):

   git clone https://github.com/PySimpleGUI/PySimpleGUI
  

• PyPi (📥 59K / month · 📦 82 · ⏱️ 11.04.2021):

   pip install pysimplegui
  

• Conda (📥 27K · ⏱️ 27.03.2021):

   conda install -c conda-forge pysimplegui
  

Gooey (🥈27 · ⭐ 11K) - Turn (almost) any Python command line program into a full GUI application.. MIT

• GitHub (👨‍💻 99 · 🔀 670 · 📥 55 · 📦 350 · 📋 450 - 16% open · ⏱️ 20.12.2020):

   git clone https://github.com/chriskiehl/Gooey
  

• PyPi (📥 3.5K / month · 📦 64 · ⏱️ 08.05.2020):

   pip install gooey
  

• Conda (📥 27K · ⏱️ 20.01.2021):

   conda install -c conda-forge gooey
  

DearPyGui (🥈27 · ⭐ 4.9K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT

• GitHub (👨‍💻 23 · 🔀 230 · 📦 100 · 📋 460 - 20% open · ⏱️ 14.04.2021):

   git clone https://github.com/hoffstadt/DearPyGui
  

• PyPi (📥 20K / month · ⏱️ 05.04.2021):

   pip install dearpygui
  

Eel (🥈27 · ⭐ 4.3K · 💤) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT

• GitHub (👨‍💻 36 · 🔀 410 · 📦 1.7K · 📋 370 - 27% open · ⏱️ 17.08.2020):

   git clone https://github.com/ChrisKnott/Eel
  

• PyPi (📥 38K / month · 📦 70 · ⏱️ 17.08.2020):

   pip install eel
  

toga (🥉26 · ⭐ 2.6K) - A Python native, OS native GUI toolkit. BSD-3

• GitHub (👨‍💻 180 · 🔀 480 · 📋 490 - 28% open · ⏱️ 05.04.2021):

   git clone https://github.com/beeware/toga
  

• PyPi (📥 1.3K / month · 📦 44 · ⏱️ 03.01.2021):

   pip install toga
  

flexx (🥉25 · ⭐ 2.6K) - Write desktop and web apps in pure Python. BSD-2

• GitHub (👨‍💻 37 · 🔀 240 · 📦 86 · 📋 410 - 18% open · ⏱️ 01.03.2021):

   git clone https://github.com/flexxui/flexx
  

• PyPi (📥 1.3K / month · 📦 36 · ⏱️ 07.09.2020):

   pip install flexx
  

• Conda (📥 76K · ⏱️ 07.09.2020):

   conda install -c conda-forge flexx
  

enaml (🥉22 · ⭐ 1K) - Declarative User Interfaces for Python. BSD-3

• GitHub (👨‍💻 33 · 🔀 110 · 📥 8 · 📦 180 · 📋 200 - 19% open · ⏱️ 22.02.2021):

   git clone https://github.com/nucleic/enaml
  

• PyPi (📥 4.9K / month · 📦 140 · ⏱️ 04.11.2020):

   pip install enaml
  

• Conda (📥 72K · ⏱️ 11.11.2020):

   conda install -c conda-forge enaml
  

Computer & Machine Vision

🔗 caer ( ⭐ 4.7K · 🐣) - Collection of computer vision and image processing libraries.

Machine Learning & Data Engineering

🔗 best-of-ml-python ( ⭐ 4.7K · 🐣) - A ranked list of awesome machine learning Python libraries. Updated..

Text Data

chardet (🥇35 · ⭐ 1.5K) - Python character encoding detector. ❗️LGPL-2.1

• GitHub (👨‍💻 37 · 🔀 190 · 📦 480K · 📋 110 - 49% open · ⏱️ 16.12.2020):

   git clone https://github.com/chardet/chardet
  

• PyPi (📥 100M / month · 📦 73K · ⏱️ 10.12.2020):

   pip install chardet
  

• Conda (📥 9.9M · ⏱️ 08.01.2021):

   conda install -c conda-forge chardet
  

humanize (🥈29 · ⭐ 1.4K) - python humanize functions. MIT

• GitHub (👨‍💻 44 · 🔀 140 · 📋 70 - 35% open · ⏱️ 12.04.2021):

   git clone https://github.com/jmoiron/humanize
  

• PyPi (📥 1.9M / month · 📦 2.9K · ⏱️ 12.04.2021):

   pip install humanize
  

• Conda (📥 150K · ⏱️ 12.04.2021):

   conda install -c conda-forge humanize
  

python-slugify (🥉28 · ⭐ 1K · 💤) - Returns unicode slugs. MIT

• GitHub (👨‍💻 27 · 🔀 81 · 📦 16K · ⏱️ 30.06.2020):

   git clone https://github.com/un33k/python-slugify
  

• PyPi (📥 2.9M / month · 📦 4.3K · ⏱️ 30.06.2020):

   pip install python-slugify
  

• Conda (📥 280K · ⏱️ 01.07.2020):

   conda install -c conda-forge python-slugify
  

price-parser (🥉22 · ⭐ 180) - Extract price amount and currency symbol from a raw text string. BSD-3

• GitHub (👨‍💻 12 · 🔀 34 · 📦 70 · 📋 27 - 70% open · ⏱️ 25.11.2020):

   git clone https://github.com/scrapinghub/price-parser
  

• PyPi (📥 44K / month · ⏱️ 25.11.2020):

   pip install price-parser
  

Show 1 hidden projects...

• awesome-slugify (🥉22 · ⭐ 460 · 💀) - Python flexible slugify function. ❗️GPL-3.0

Web Development

🔗 best-of-web-python ( ⭐ 1.2K · 🐣) - A ranked list of awesome python libraries for web development...

Database Clients

Libraries for connecting to, operating, and querying databases.

SQLAlchemy (🥇38 · ⭐ 3.6K · 📈) - The Database Toolkit for Python. MIT

• GitHub (👨‍💻 470 · 🔀 570 · 📥 3.2K · 📦 260K · 📋 5.9K - 2% open · ⏱️ 15.04.2021):

   git clone https://github.com/sqlalchemy/sqlalchemy
  

• PyPi (📥 26M / month · 📦 84K · ⏱️ 09.04.2021):

   pip install SQLAlchemy
  

• Conda (📥 3.5M · ⏱️ 09.04.2021):

   conda install -c conda-forge sqlalchemy
  

boto3 (🥇37 · ⭐ 6.3K) - AWS SDK for Python. Apache-2

• GitHub (👨‍💻 110 · 🔀 1.3K · 📦 110K · 📋 2.3K - 12% open · ⏱️ 14.04.2021):

   git clone https://github.com/boto/boto3
  

• PyPi (📥 140M / month · 📦 23K · ⏱️ 14.04.2021):

   pip install boto3
  

• Conda (📥 5.1M · ⏱️ 15.04.2021):

   conda install -c conda-forge boto3
  

redis (🥇36 · ⭐ 9.2K) - Redis Python Client. MIT

• GitHub (👨‍💻 250 · 🔀 1.9K · 📋 900 - 8% open · ⏱️ 22.11.2020):

   git clone https://github.com/andymccurdy/redis-py
  

• PyPi (📥 15M / month · 📦 49K · ⏱️ 01.06.2020):

   pip install redis
  

google-cloud-storage (🥇36 · ⭐ 3.5K) - Google Cloud Client Library for Python. Apache-2

• GitHub (👨‍💻 310 · 🔀 1.3K · 📋 3.3K - 0% open · ⏱️ 01.02.2021):

   git clone https://github.com/googleapis/google-cloud-python
  

• PyPi (📥 25M / month · 📦 2.1K · ⏱️ 05.04.2021):

   pip install google-cloud-storage
  

• Conda (📥 750K · ⏱️ 25.03.2021):

   conda install -c conda-forge google-cloud-storage
  

pymongo (🥇36 · ⭐ 3.3K) - PyMongo - the Python driver for MongoDB. Apache-2

• GitHub (👨‍💻 180 · 🔀 990 · 📦 93K · ⏱️ 02.04.2021):

   git clone https://github.com/mongodb/mongo-python-driver
  

• PyPi (📥 9.3M / month · 📦 36K · ⏱️ 03.02.2021):

   pip install pymongo
  

• Conda (📥 380K · ⏱️ 05.04.2021):

   conda install -c conda-forge pymongo
  

peewee (🥇35 · ⭐ 8.3K · 📈) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT

• GitHub (👨‍💻 140 · 🔀 1.3K · 📦 13K · 📋 2K - 0% open · ⏱️ 06.04.2021):

   git clone https://github.com/coleifer/peewee
  

• PyPi (📥 480K / month · 📦 6.5K · ⏱️ 19.03.2021):

   pip install peewee
  

• Conda (📥 300K · ⏱️ 19.03.2021):

   conda install -c conda-forge peewee
  

PyMySQL (🥇35 · ⭐ 6.4K) - Pure Python MySQL Client. MIT

• GitHub (👨‍💻 110 · 🔀 1.3K · 📦 80K · 📋 560 - 2% open · ⏱️ 02.02.2021):

   git clone https://github.com/PyMySQL/PyMySQL
  

• PyPi (📥 9.8M / month · 📦 18K · ⏱️ 09.01.2021):

   pip install PyMySQL
  

• Conda (📥 280K · ⏱️ 09.01.2021):

   conda install -c conda-forge pymysql
  

MongoEngine (🥇35 · ⭐ 3.4K) - A Python Object-Document-Mapper for working with MongoDB. MIT

• GitHub (👨‍💻 360 · 🔀 1.1K · 📦 13K · 📋 1.5K - 22% open · ⏱️ 31.03.2021):

   git clone https://github.com/MongoEngine/mongoengine
  

• PyPi (📥 980K / month · 📦 6.7K · ⏱️ 16.12.2020):

   pip install mongoengine
  

• Conda (📥 120K · ⏱️ 17.12.2020):

   conda install -c conda-forge mongoengine
  

elasticsearch (🥇35 · ⭐ 3.2K) - Official Python low-level client for Elasticsearch. Apache-2

• GitHub (👨‍💻 170 · 🔀 980 · 📥 330 · 📦 21K · 📋 860 - 7% open · ⏱️ 01.04.2021):

   git clone https://github.com/elastic/elasticsearch-py
  

• PyPi (📥 6.8M / month · 📦 11K · ⏱️ 23.03.2021):

   pip install elasticsearch
  

• Conda (📥 380K · ⏱️ 23.03.2021):

   conda install -c conda-forge elasticsearch
  

azure-storage-blob (🥇35 · ⭐ 1.9K · 📈) - This repository is for active development of the Azure.. MIT

• GitHub (👨‍💻 310 · 🔀 1.3K · 📦 1.6K · 📋 4.8K - 18% open · ⏱️ 15.04.2021):

   git clone https://github.com/Azure/azure-sdk-for-python
  

• PyPi (📥 25M / month · 📦 380 · ⏱️ 02.03.2021):

   pip install azure-storage-blob
  

• Conda (📥 190K · ⏱️ 02.03.2021):

   conda install -c conda-forge azure-storage-blob
  

kafka-python (🥈34 · ⭐ 4.3K) - Python client for Apache Kafka. Apache-2

• GitHub (👨‍💻 200 · 🔀 1.1K · 📥 1.7K · 📦 6.4K · 📋 1.3K - 13% open · ⏱️ 22.02.2021):

   git clone https://github.com/dpkp/kafka-python
  

• PyPi (📥 5.6M / month · 📦 2K · ⏱️ 30.09.2020):

   pip install kafka-python
  

• Conda (📥 240K · ⏱️ 30.09.2020):

   conda install -c conda-forge kafka-python
  

python-bigquery (🥈34 · ⭐ 3.5K) - Google BigQuery API client library. Apache-2

• GitHub (👨‍💻 92 · 🔀 1.3K · 📦 7.3K · 📋 260 - 20% open · ⏱️ 14.04.2021):

   git clone https://github.com/googleapis/python-bigquery
  

• PyPi (📥 12M / month · 📦 1.2K · ⏱️ 23.03.2021):

   pip install google-cloud-bigquery
  

Cassandra Driver (🥈32 · ⭐ 1.2K) - DataStax Python Driver for Apache Cassandra. Apache-2

• GitHub (👨‍💻 180 · 🔀 460 · 📦 2.6K · ⏱️ 18.03.2021):

   git clone https://github.com/datastax/python-driver
  

• PyPi (📥 1M / month · 📦 1.2K · ⏱️ 18.03.2021):

   pip install cassandra-driver
  

• Conda (📥 72K · ⏱️ 12.10.2020):

   conda install -c conda-forge cassandra-driver
  

google-cloud-bigtable (🥈31 · ⭐ 3.5K) - Google Cloud Bigtable API client library. Apache-2

• GitHub (👨‍💻 54 · 🔀 1.3K · 📦 1.4K · 📋 74 - 17% open · ⏱️ 14.04.2021):

   git clone https://github.com/googleapis/python-bigtable
  

• PyPi (📥 1M / month · 📦 400 · ⏱️ 06.04.2021):

   pip install google-cloud-bigtable
  

• Conda (📥 26K · ⏱️ 07.04.2021):

   conda install -c conda-forge google-cloud-bigtable
  

Prometheus Client (🥈31 · ⭐ 2.1K) - Prometheus instrumentation library for Python.. Apache-2

• GitHub (👨‍💻 100 · 🔀 540 · 📋 330 - 9% open · ⏱️ 08.04.2021):

   git clone https://github.com/prometheus/client_python
  

• PyPi (📥 20M / month · 📦 3.7K · ⏱️ 20.06.2019):

   pip install prometheus_client
  

• Conda (📥 2.8M · ⏱️ 08.04.2021):

   conda install -c conda-forge prometheus_client
  

mysqlclient (🥈31 · ⭐ 1.9K) - MySQL database connector for Python (with Python 3 support). ❗️GPL-2.0

• GitHub (👨‍💻 64 · 🔀 320 · 📥 5.2K · 📋 270 - 5% open · ⏱️ 08.01.2021):

   git clone https://github.com/PyMySQL/mysqlclient
  

• PyPi (📥 4M / month · 📦 14K · ⏱️ 01.01.2021):

   pip install mysqlclient
  

• Conda (📥 76K · ⏱️ 04.01.2021):

   conda install -c conda-forge mysqlclient
  

Motor (🥈31 · ⭐ 1.7K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2

• GitHub (👨‍💻 30 · 🔀 150 · 📦 4.3K · ⏱️ 08.04.2021):

   git clone https://github.com/mongodb/motor
  

• PyPi (📥 340K / month · 📦 1.8K · ⏱️ 08.04.2021):

   pip install motor
  

• Conda (📥 12K · ⏱️ 20.11.2020):

   conda install -c conda-forge motor
  

influxdb (🥈31 · ⭐ 1.5K) - Python client for InfluxDB. MIT

• GitHub (👨‍💻 140 · 🔀 490 · 📦 4.2K · 📋 510 - 26% open · ⏱️ 09.04.2021):

   git clone https://github.com/influxdata/influxdb-python
  

• PyPi (📥 1.7M / month · 📦 2.1K · ⏱️ 11.11.2020):

   pip install influxdb
  

• Conda (📥 13K · ⏱️ 12.11.2020):

   conda install -c conda-forge influxdb
  

SQLAlchemy-Utils (🥈31 · ⭐ 770) - Various utility functions and datatypes for SQLAlchemy. BSD-3

• GitHub (👨‍💻 92 · 🔀 240 · 📦 9.9K · 📋 320 - 55% open · ⏱️ 12.04.2021):

   git clone https://github.com/kvesteri/sqlalchemy-utils
  

• PyPi (📥 2M / month · 📦 3.4K · ⏱️ 12.04.2021):

   pip install sqlalchemy-utils
  

• Conda (📥 300K · ⏱️ 23.02.2021):

   conda install -c conda-forge sqlalchemy-utils
  

s3transfer (🥈31 · ⭐ 110) - Amazon S3 Transfer Manager for Python. Apache-2

• GitHub (👨‍💻 23 · 🔀 74 · 📦 68K · 📋 60 - 65% open · ⏱️ 13.04.2021):

   git clone https://github.com/boto/s3transfer
  

• PyPi (📥 97M / month · 📦 7.9K · ⏱️ 13.04.2021):

   pip install s3transfer
  

• Conda (📥 4.5M · ⏱️ 13.04.2021):

   conda install -c conda-forge s3transfer
  

Elasticsearch DSL (🥈30 · ⭐ 3.2K) - High level Python client for Elasticsearch. Apache-2

• GitHub (👨‍💻 120 · 🔀 670 · 📥 56 · 📦 4.5K · 📋 1.2K - 5% open · ⏱️ 08.12.2020):

   git clone https://github.com/elastic/elasticsearch-dsl-py
  

• PyPi (📥 1.3M / month · 📦 1.6K · ⏱️ 17.09.2020):

   pip install elasticsearch-dsl
  

confluent-kafka-python (🥈30 · ⭐ 2.2K) - Confluent's Kafka Python Client. Apache-2

• GitHub (👨‍💻 76 · 🔀 590 · 📦 2.3K · 📋 750 - 18% open · ⏱️ 25.03.2021):

   git clone https://github.com/confluentinc/confluent-kafka-python
  

• PyPi (📥 2M / month · 📦 300 · ⏱️ 25.03.2021):

   pip install confluent-kafka
  

pyodbc (🥈30 · ⭐ 2K) - Python ODBC bridge. MIT

• GitHub (👨‍💻 42 · 🔀 440 · 📋 760 - 28% open · ⏱️ 22.01.2021):

   git clone https://github.com/mkleehammer/pyodbc
  

• PyPi (📥 7.7M / month · 📦 3.3K · ⏱️ 10.02.2020):

   pip install pyodbc
  

• Conda (📥 460K · ⏱️ 14.01.2021):

   conda install -c conda-forge pyodbc
  

PynamoDB (🥈30 · ⭐ 1.5K) - A pythonic interface to Amazon's DynamoDB. MIT

• GitHub (👨‍💻 88 · 🔀 350 · 📦 690 · 📋 470 - 44% open · ⏱️ 26.03.2021):

   git clone https://github.com/pynamodb/PynamoDB
  

• PyPi (📥 650K / month · 📦 240 · ⏱️ 18.02.2021):

   pip install pynamodb
  

• Conda (📥 82K · ⏱️ 19.02.2021):

   conda install -c conda-forge pynamodb
  

dataset (🥉29 · ⭐ 4K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT

• GitHub (👨‍💻 71 · 🔀 270 · 📦 1.9K · 📋 250 - 5% open · ⏱️ 08.02.2021):

   git clone https://github.com/pudo/dataset
  

• PyPi (📥 83K / month · 📦 1K · ⏱️ 08.02.2021):

   pip install dataset
  

PyPika (🥉29 · ⭐ 1.2K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2

• GitHub (👨‍💻 77 · 🔀 160 · 📦 650 · 📋 300 - 22% open · ⏱️ 12.04.2021):

   git clone https://github.com/kayak/pypika
  

• PyPi (📥 640K / month · 📦 38 · ⏱️ 17.03.2021):

   pip install pypika
  

pygsheets (🥉29 · ⭐ 1.1K) - Google Sheets Python API v4. MIT

• GitHub (👨‍💻 72 · 🔀 170 · 📦 630 · 📋 330 - 8% open · ⏱️ 02.04.2021):

   git clone https://github.com/nithinmurali/pygsheets
  

• PyPi (📥 2.4M / month · 📦 100 · ⏱️ 05.02.2021):

   pip install pygsheets
  

py2neo (🥉29 · ⭐ 990) - Py2neo is a comprehensive toolkit for working with Neo4j from within.. Apache-2

• GitHub (👨‍💻 33 · 🔀 200 · 📋 720 - 2% open · ⏱️ 15.04.2021):

   git clone https://github.com/technige/py2neo
  

• PyPi (📥 120K / month · 📦 1.1K · ⏱️ 22.02.2021):

   pip install py2neo
  

• Conda (📥 34K · ⏱️ 17.03.2019):

   conda install -c conda-forge py2neo
  

pandas-gbq (🥉29 · ⭐ 250) - Pandas Google BigQuery. BSD-3

• GitHub (👨‍💻 29 · 🔀 88 · 📥 200 · 📦 2.1K · 📋 190 - 17% open · ⏱️ 30.03.2021):

   git clone https://github.com/pydata/pandas-gbq
  

• PyPi (📥 8.1M / month · 📦 430 · ⏱️ 10.11.2020):

   pip install pandas-gbq
  

• Conda (📥 700K · ⏱️ 11.11.2020):

   conda install -c conda-forge pandas-gbq
  

Records (🥉28 · ⭐ 6.6K) - SQL for Humans. ISC

• GitHub (👨‍💻 37 · 🔀 550 · 📦 750 · 📋 120 - 34% open · ⏱️ 22.12.2020):

   git clone https://github.com/kennethreitz42/records
  

• PyPi (📥 210K / month · 📦 300 · ⏱️ 21.02.2019):

   pip install records
  

• Conda (📥 18K · ⏱️ 15.01.2018):

   conda install -c conda-forge records
  

Databases (🥉28 · ⭐ 2.1K) - Async database support for Python. BSD-3

• GitHub (👨‍💻 28 · 🔀 150 · 📦 1.8K · 📋 200 - 47% open · ⏱️ 26.03.2021):

   git clone https://github.com/encode/databases
  

• PyPi (📥 99K / month · 📦 60 · ⏱️ 14.03.2021):

   pip install databases
  

• Conda (📥 91K · ⏱️ 17.03.2021):

   conda install -c conda-forge databases
  

libcloud (🥉28 · ⭐ 1.8K) - Apache Libcloud is a Python library which hides differences between.. Apache-2

• GitHub (👨‍💻 420 · 🔀 880 · 📦 1.7K · 📋 110 - 31% open · ⏱️ 15.03.2021):

   git clone https://github.com/apache/libcloud
  

• PyPi (📥 120K / month · 📦 1.5K · ⏱️ 25.01.2021):

   pip install apache-libcloud
  

Ibis (🥉28 · ⭐ 1.5K) - A pandas-like deferred expression system, with first-class SQL support. Apache-2

• GitHub (👨‍💻 72 · 🔀 250 · 📦 160 · 📋 1.5K - 35% open · ⏱️ 08.04.2021):

   git clone https://github.com/ibis-project/ibis
  

• PyPi (📥 44K / month · 📦 48 · ⏱️ 11.11.2020):

   pip install ibis-framework
  

• Conda (📥 180K · ⏱️ 13.11.2020):

   conda install -c conda-forge ibis-framework
  

redis-py-cluster (🥉28 · ⭐ 940) - Python cluster client for the official redis cluster. Redis.. MIT

• GitHub (👨‍💻 69 · 🔀 280 · 📥 2.6K · 📦 840 · 📋 250 - 11% open · ⏱️ 09.03.2021):

   git clone https://github.com/grokzen/redis-py-cluster
  

• PyPi (📥 2M / month · 📦 290 · ⏱️ 25.09.2020):

   pip install redis-py-cluster
  

pysolr (🥉28 · ⭐ 590) - Pysolr Python Solr client. BSD-3

• GitHub (👨‍💻 62 · 🔀 320 · 📦 2.3K · 📋 140 - 19% open · ⏱️ 25.03.2021):

   git clone https://github.com/django-haystack/pysolr
  

• PyPi (📥 130K / month · 📦 2.5K · ⏱️ 17.04.2020):

   pip install pysolr
  

• Conda (📥 15K · ⏱️ 28.04.2020):

   conda install -c conda-forge pysolr
  

minio (🥉28 · ⭐ 410) - MinIO Client SDK for Python. Apache-2

• GitHub (👨‍💻 91 · 🔀 180 · 📦 1.4K · 📋 400 - 1% open · ⏱️ 06.04.2021):

   git clone https://github.com/minio/minio-py
  

• PyPi (📥 340K / month · 📦 340 · ⏱️ 06.04.2021):

   pip install minio
  

• Conda (📥 23K · ⏱️ 12.02.2021):

   conda install -c conda-forge minio
  

s3fs (🥉27 · ⭐ 420) - S3 Filesystem. BSD-3

• GitHub (👨‍💻 67 · 🔀 140 · 📦 3.1K · 📋 250 - 23% open · ⏱️ 15.04.2021):

   git clone https://github.com/dask/s3fs
  

• PyPi (📥 15M / month · 📦 450 · ⏱️ 15.12.2020):

   pip install s3fs
  

• Conda (📥 1.6M · ⏱️ 05.04.2021):

   conda install -c conda-forge s3fs
  

cx-Oracle (🥉26 · ⭐ 730) - Python interface to Oracle Database conforming to the Python DB API.. BSD-3

• GitHub (👨‍💻 16 · 🔀 270 · 📋 530 - 8% open · ⏱️ 14.04.2021):

   git clone https://github.com/oracle/python-cx_Oracle
  

• PyPi (📥 1.6M / month · 📦 140 · ⏱️ 08.12.2020):

   pip install cx-Oracle
  

HappyBase (🥉26 · ⭐ 560) - A developer-friendly Python library to interact with Apache HBase. MIT

• GitHub (👨‍💻 19 · 🔀 150 · 📦 470 · 📋 210 - 14% open · ⏱️ 08.02.2021):

   git clone https://github.com/python-happybase/happybase
  

• PyPi (📥 76K / month · 📦 420 · ⏱️ 14.05.2019):

   pip install happybase
  

• Conda (📥 55K · ⏱️ 01.07.2019):

   conda install -c conda-forge happybase
  

cloudant (🥉26 · ⭐ 160) - A Python library for Cloudant and CouchDB. Apache-2

• GitHub (👨‍💻 27 · 🔀 48 · 📦 1.4K · 📋 240 - 0% open · ⏱️ 10.02.2021):

   git clone https://github.com/cloudant/python-cloudant
  

• PyPi (📥 60K / month · 📦 530 · ⏱️ 18.08.2020):

   pip install cloudant
  

• Conda (📥 76K · ⏱️ 18.05.2019):

   conda install -c conda-forge cloudant
  

Pony (🥉25 · ⭐ 2.5K) - Pony Object Relational Mapper. Apache-2

• GitHub (👨‍💻 20 · 🔀 200 · 📦 1.8K · 📋 560 - 46% open · ⏱️ 28.02.2021):

   git clone https://github.com/ponyorm/pony
  

• PyPi (📥 45K / month · 📦 540 · ⏱️ 23.11.2020):

   pip install pony
  

• Conda (📥 49K · ⏱️ 23.11.2020):

   conda install -c conda-forge pony
  

neo4j-driver (🥉24 · ⭐ 610) - Neo4j Bolt driver for Python. Apache-2

• GitHub (👨‍💻 29 · 🔀 130 · 📋 180 - 2% open · ⏱️ 14.04.2021):

   git clone https://github.com/neo4j/neo4j-python-driver
  

• PyPi (📥 83K / month · 📦 380 · ⏱️ 21.12.2020):

   pip install neo4j-driver
  

AWS Data Wrangler (🥉23 · ⭐ 1.7K) - Pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 pandas

• GitHub (👨‍💻 69 · 🔀 260 · 📥 30K · 📋 370 - 7% open · ⏱️ 15.04.2021):

   git clone https://github.com/awslabs/aws-data-wrangler
  

• PyPi (📥 2M / month · ⏱️ 03.03.2021):

   pip install awswrangler
  

umongo (🥉23 · ⭐ 330) - sync/async MongoDB ODM, yes. MIT

• GitHub (👨‍💻 13 · 🔀 52 · 📦 270 · 📋 180 - 18% open · ⏱️ 11.01.2021):

   git clone https://github.com/Scille/umongo
  

• PyPi (📥 5.1K / month · 📦 20 · ⏱️ 11.01.2021):

   pip install umongo
  

PyMODM (🥉21 · ⭐ 320) - A Pythonic, object-oriented interface for working with MongoDB. Apache-2

• GitHub (👨‍💻 18 · 🔀 60 · 📦 390 · ⏱️ 16.10.2020):

   git clone https://github.com/mongodb/pymodm
  

• PyPi (📥 28K / month · 📦 150 · ⏱️ 30.04.2020):

   pip install pymodm
  

• Conda (📥 1.9K · ⏱️ 30.04.2020):

   conda install -c conda-forge pymodm
  

filedepot (🥉21 · ⭐ 120) - Toolkit for storing files and attachments in web applications. MIT

• GitHub (👨‍💻 18 · 🔀 35 · 📦 280 · 📋 39 - 15% open · ⏱️ 22.02.2021):

   git clone https://github.com/amol-/depot
  

• PyPi (📥 5.8K / month · 📦 88 · ⏱️ 27.07.2020):

   pip install filedepot
  

Queries (🥉20 · ⭐ 230 · 💤) - PostgreSQL database access simplified. BSD-3

• GitHub (👨‍💻 11 · 🔀 27 · 📦 87 · 📋 18 - 27% open · ⏱️ 07.08.2020):

   git clone https://github.com/gmr/queries
  

• PyPi (📥 1.4K / month · 📦 50 · ⏱️ 09.03.2020):

   pip install queries
  

ODMantic (🥉18 · ⭐ 260) - Async ODM (Object Document Mapper) for MongoDB based on python type hints. ISC

• GitHub (👨‍💻 9 · 🔀 14 · 📋 63 - 49% open · ⏱️ 08.04.2021):

   git clone https://github.com/art049/odmantic
  

• PyPi (📥 3.4K / month · ⏱️ 04.03.2021):

   pip install odmantic
  

PugSQL (🥉17 · ⭐ 430) - A HugSQL-inspired database library for Python. Apache-2

• GitHub (👨‍💻 11 · 🔀 15 · 📋 34 - 41% open · ⏱️ 31.03.2021):

   git clone https://github.com/mcfunley/pugsql
  

• PyPi (📥 3.1K / month · 📦 1 · ⏱️ 13.09.2020):

   pip install pugsql
  

Show 6 hidden projects...

• psycopg2 (🥇35 · ⭐ 2.1K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution
• mongo-connector (🥉25 · ⭐ 1.8K · 💀) - MongoDB data stream pipeline tools by YouGov (adopted.. Apache-2
• pyhdb (🥉23 · ⭐ 290 · 💀) - SAP HANA Connector in pure Python. Apache-2
• db.py (🥉21 · ⭐ 1.2K · 💀) - db.py is an easier way to interact with your databases. BSD-2
• lazydata (🥉17 · ⭐ 630 · 💀) - Lazydata: Scalable data dependencies for Python projects. Apache-2
• SuperSQLite (🥉15 · ⭐ 660 · 💀) - A supercharged SQLite library for Python. MIT

File Formats

PyYAML (🥇36 · ⭐ 1.4K) - Canonical source repository for PyYAML. MIT

• GitHub (👨‍💻 36 · 🔀 320 · 📦 310K · 📋 390 - 49% open · ⏱️ 20.01.2021):

   git clone https://github.com/yaml/pyyaml
  

• PyPi (📥 100M / month · 📦 110K · ⏱️ 20.01.2021):

   pip install pyyaml
  

• Conda (📥 10M · ⏱️ 21.01.2021):

   conda install -c conda-forge pyyaml
  

XlsxWriter (🥉34 · ⭐ 2.5K) - A Python module for creating Excel XLSX files. BSD-3

• GitHub (👨‍💻 44 · 🔀 520 · 📦 34K · 📋 700 - 1% open · ⏱️ 14.04.2021):

   git clone https://github.com/jmcnamara/XlsxWriter
  

• PyPi (📥 6.6M / month · 📦 6.2K · ⏱️ 14.04.2021):

   pip install xlsxwriter
  

• Conda (📥 1.1M · ⏱️ 15.04.2021):

   conda install -c conda-forge xlsxwriter
  

jmespath (🥉33 · ⭐ 1.3K · 💤) - JMESPath is a query language for JSON. MIT

• GitHub (👨‍💻 22 · 🔀 140 · 📦 79K · 📋 110 - 43% open · ⏱️ 12.05.2020):

   git clone https://github.com/jmespath/jmespath.py
  

• PyPi (📥 78M / month · 📦 12K · ⏱️ 12.05.2020):

   pip install jmespath
  

• Conda (📥 4.2M · ⏱️ 13.05.2020):

   conda install -c conda-forge jmespath
  

Code Inspection

deepdiff (🥇29 · ⭐ 1K) - Deep Difference and search of any Python object/data. MIT

• GitHub (👨‍💻 50 · 🔀 130 · 📦 1.9K · 📋 140 - 18% open · ⏱️ 16.02.2021):

   git clone https://github.com/seperman/deepdiff
  

• PyPi (📥 3.5M / month · 📦 820 · ⏱️ 16.02.2021):

   pip install deepdiff
  

• Conda (📥 41K · ⏱️ 16.02.2021):

   conda install -c conda-forge deepdiff
  

typing_inspect (🥉23 · ⭐ 200) - Runtime inspection utilities for Python typing module. MIT

• GitHub (👨‍💻 11 · 🔀 15 · 📋 43 - 41% open · ⏱️ 21.03.2021):

   git clone https://github.com/ilevkivskyi/typing_inspect
  

• PyPi (📥 7.3M / month · 📦 80 · ⏱️ 02.05.2020):

   pip install typing_inspect
  

• Conda (📥 120K · ⏱️ 06.05.2020):

   conda install -c conda-forge typing_inspect
  

Show 2 hidden projects...

• entrypoints (🥈24 · ⭐ 63 · 💀) - Discover and load entry points from installed packages. MIT
• importlib-resources (🥉18 · ⭐ 7 · 🐣) - Read resources from Python packages. Apache-2

General Utilities

more-itertools (🥇34 · ⭐ 1.9K) - More routines for operating on iterables, beyond itertools. MIT

• GitHub (👨‍💻 68 · 🔀 160 · 📥 2.1K · 📦 100K · 📋 160 - 6% open · ⏱️ 12.03.2021):

   git clone https://github.com/more-itertools/more-itertools
  

• PyPi (📥 14M / month · 📦 15K · ⏱️ 08.02.2021):

   pip install more-itertools
  

• Conda (📥 5.4M · ⏱️ 08.02.2021):

   conda install -c conda-forge more-itertools
  

toolz (🥇33 · ⭐ 3.5K · 💤) - A functional standard library for Python. BSD-3

• GitHub (👨‍💻 69 · 🔀 210 · 📦 38K · 📋 220 - 42% open · ⏱️ 24.09.2020):

   git clone https://github.com/pytoolz/toolz
  

• PyPi (📥 4.8M / month · 📦 5.5K · ⏱️ 24.09.2020):

   pip install toolz
  

• Conda (📥 4M · ⏱️ 24.09.2020):

   conda install -c conda-forge toolz
  

attrs (🥇33 · ⭐ 3.4K) - Python Classes Without Boilerplate. MIT

• GitHub (👨‍💻 100 · 🔀 250 · 📦 220K · 📋 470 - 21% open · ⏱️ 14.04.2021):

   git clone https://github.com/python-attrs/attrs
  

• PyPi (📥 53M / month · 📦 28K · ⏱️ 05.11.2020):

   pip install attrs
  

• Conda (📥 7.9M · ⏱️ 11.11.2020):

   conda install -c conda-forge attrs
  

boltons (🥈30 · ⭐ 5.4K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3

• GitHub (👨‍💻 69 · 🔀 300 · 📥 19 · 📦 1.4K · 📋 130 - 34% open · ⏱️ 07.03.2021):

   git clone https://github.com/mahmoud/boltons
  

• PyPi (📥 990K / month · 📦 490 · ⏱️ 12.08.2020):

   pip install boltons
  

• Conda (📥 420K · ⏱️ 12.08.2020):

   conda install -c conda-forge boltons
  

tenacity (🥈30 · ⭐ 2.9K) - Retrying library for Python. Apache-2

• GitHub (👨‍💻 62 · 🔀 160 · 📋 160 - 31% open · ⏱️ 11.03.2021):

   git clone https://github.com/jd/tenacity
  

• PyPi (📥 9.3M / month · 📦 790 · ⏱️ 16.12.2020):

   pip install tenacity
  

• Conda (📥 610K · ⏱️ 03.03.2021):

   conda install -c conda-forge tenacity
  

funcy (🥉28 · ⭐ 2.5K) - A fancy and practical functional tools. BSD-3

• GitHub (👨‍💻 25 · 🔀 120 · 📦 2.8K · 📋 61 - 4% open · ⏱️ 22.03.2021):

   git clone https://github.com/Suor/funcy
  

• PyPi (📥 450K / month · 📦 860 · ⏱️ 26.09.2020):

   pip install funcy
  

• Conda (📥 110K · ⏱️ 26.09.2020):

   conda install -c conda-forge funcy
  

natsort (🥉28 · ⭐ 460) - Simple yet flexible natural sorting in Python. MIT

• GitHub (👨‍💻 16 · 🔀 29 · 📦 5.4K · 📋 66 - 1% open · ⏱️ 14.04.2021):

   git clone https://github.com/SethMMorton/natsort
  

• PyPi (📥 2.8M / month · 📦 1.2K · ⏱️ 25.01.2021):

   pip install natsort
  

• Conda (📥 310K · ⏱️ 25.01.2021):

   conda install -c conda-forge natsort
  

returns (🥉25 · ⭐ 1.7K) - Make your functions return something meaningful, typed, and safe!. BSD-2

• GitHub (👨‍💻 30 · 🔀 66 · 📦 69 · 📋 360 - 12% open · ⏱️ 15.04.2021):

   git clone https://github.com/dry-python/returns
  

• PyPi (📥 21K / month · 📦 2 · ⏱️ 26.03.2021):

   pip install returns
  

ubelt (🥉23 · ⭐ 560) - A Python utility belt containing simple tools, a stdlib like feel, and.. Apache-2

• GitHub (👨‍💻 1 · 🔀 42 · 📦 520 · 📋 7 - 28% open · ⏱️ 05.02.2021):

   git clone https://github.com/Erotemic/ubelt
  

• PyPi (📥 20K / month · 📦 22 · ⏱️ 05.02.2021):

   pip install ubelt
  

Show 4 hidden projects...

• retrying (🥉26 · ⭐ 1.7K · 💀) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2
• ratelimit (🥉25 · ⭐ 380 · 💀) - API Rate Limit Decorator. MIT
• pampy (🥉21 · ⭐ 3.4K · 💀) - Pampy: The Pattern Matching for Python you always dreamed of. MIT
• CommonRegex (🥉20 · ⭐ 1.4K · 💀) - A collection of common regular expressions bundled with an easy.. MIT

Python Implementations

cpython (🥇29 · ⭐ 37K) - The Python programming language. MIT

• GitHub (👨‍💻 1.6K · 🔀 18K · ⏱️ 15.04.2021):

   git clone https://github.com/python/cpython
  

• PyPi (📥 5.6K / month · ⏱️ 22.07.2020):

   pip install cpython
  

micropython (🥈25 · ⭐ 12K) - MicroPython - a lean and efficient Python implementation for.. MIT

• GitHub (👨‍💻 390 · 🔀 4.2K · 📥 16K · 📋 3.9K - 33% open · ⏱️ 15.04.2021):

   git clone https://github.com/micropython/micropython
  

pyston (🥉15 · ⭐ 5K) - A faster and highly-compatible implementation of the Python programming.. Apache-2

• GitHub (👨‍💻 42 · 🔀 310 · 📥 4.9K · 📋 300 - 11% open · ⏱️ 28.10.2020):

   git clone https://github.com/pyston/pyston
  

Show 3 hidden projects...

• grumpy (🥈16 · ⭐ 10K · 💀) - Grumpy is a Python to Go source code transcompiler and runtime. Apache-2
• stackless (🥉15 · ⭐ 700 · 💀) - The Stackless Python programming language. ❗Unlicensed
• cl-python (🥉11 · ⭐ 320 · 💤) - An implementation of Python in Common Lisp. ❗Unlicensed

Others

Pygments (🥇36 · ⭐ 580) - Pygments is a generic syntax highlighter written in Python. BSD-2

• GitHub (👨‍💻 620 · 🔀 720 · 📦 210K · 📋 1.5K - 21% open · ⏱️ 15.04.2021):

   git clone https://github.com/pygments/pygments
  

• PyPi (📥 26M / month · 📦 68K · ⏱️ 07.03.2021):

   pip install pygments
  

• Conda (📥 6.2M · ⏱️ 08.03.2021):

   conda install -c conda-forge pygments
  

cookiecutter (🥇34 · ⭐ 14K) - A command-line utility that creates projects from cookiecutters.. BSD-3

• GitHub (👨‍💻 250 · 🔀 1.4K · 📦 7.9K · 📋 680 - 30% open · ⏱️ 26.12.2020):

   git clone https://github.com/cookiecutter/cookiecutter
  

• PyPi (📥 970K / month · 📦 2.3K · ⏱️ 21.04.2020):

   pip install cookiecutter
  

• Conda (📥 150K · ⏱️ 26.04.2020):

   conda install -c conda-forge cookiecutter
  

pycparser (🥈33 · ⭐ 2.2K) - Complete C99 parser in pure Python. BSD-3

• GitHub (👨‍💻 71 · 🔀 460 · 📦 190K · 📋 260 - 4% open · ⏱️ 16.03.2021):

   git clone https://github.com/eliben/pycparser
  

• PyPi (📥 51M / month · 📦 32K · ⏱️ 04.03.2020):

   pip install pycparser
  

• Conda (📥 9.3M · ⏱️ 27.06.2020):

   conda install -c conda-forge pycparser
  

pyparsing (🥈33 · ⭐ 1.1K) - Python library for creating PEG parsers. MIT

• GitHub (👨‍💻 31 · 🔀 160 · 📥 5.3K · 📦 300K · 📋 160 - 22% open · ⏱️ 13.04.2021):

   git clone https://github.com/pyparsing/pyparsing
  

• PyPi (📥 53M / month · 📦 59K · ⏱️ 30.12.2020):

   pip install pyparsing
  

• Conda (📥 12M · ⏱️ 06.04.2020):

   conda install -c conda-forge pyparsing
  

decorator (🥈33 · ⭐ 510) - Decorators for Humans. BSD-2

• GitHub (👨‍💻 23 · 🔀 78 · 📦 200K · 📋 77 - 1% open · ⏱️ 14.04.2021):

   git clone https://github.com/micheles/decorator
  

• PyPi (📥 34M / month · 📦 46K · ⏱️ 14.04.2021):

   pip install decorator
  

• Conda (📥 7.1M · ⏱️ 14.04.2021):

   conda install -c conda-forge decorator
  

pluggy (🥈32 · ⭐ 600) - A minimalist production ready plugin system. MIT

• GitHub (👨‍💻 35 · 🔀 74 · 📦 110K · 📋 130 - 29% open · ⏱️ 03.04.2021):

   git clone https://github.com/pytest-dev/pluggy
  

• PyPi (📥 24M / month · 📦 19K · ⏱️ 04.06.2020):

   pip install pluggy
  

• Conda (📥 5.5M · ⏱️ 10.01.2021):

   conda install -c conda-forge pluggy
  

py4j (🥉30 · ⭐ 820) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3

• GitHub (👨‍💻 29 · 🔀 160 · 📦 5.5K · 📋 370 - 34% open · ⏱️ 27.02.2021):

   git clone https://github.com/bartdag/py4j
  

• PyPi (📥 12M / month · 📦 1.1K · ⏱️ 07.09.2020):

   pip install py4j
  

• Conda (📥 840K · ⏱️ 10.06.2020):

   conda install -c conda-forge py4j
  

Send2Trash (🥉29 · ⭐ 170) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3

• GitHub (👨‍💻 13 · 🔀 29 · 📦 78K · 📋 35 - 54% open · ⏱️ 18.03.2021):

   git clone https://github.com/arsenetar/send2trash
  

• PyPi (📥 11M / month · 📦 5K · ⏱️ 19.06.2020):

   pip install send2trash
  

• Conda (📥 2.7M · ⏱️ 18.02.2018):

   conda install -c conda-forge send2trash
  

keyboard (🥉28 · ⭐ 2.3K) - Hook and simulate global keyboard events on Windows and Linux. MIT

• GitHub (👨‍💻 30 · 🔀 270 · 📦 3.1K · 📋 390 - 61% open · ⏱️ 10.03.2021):

   git clone https://github.com/boppreh/keyboard
  

• PyPi (📥 150K / month · 📦 280 · ⏱️ 23.03.2020):

   pip install keyboard
  

pyscreenshot (🥉25 · ⭐ 400) - Python screenshot library, replacement for the Pillow ImageGrab.. BSD-2

• GitHub (👨‍💻 22 · 🔀 75 · 📦 1.1K · 📋 66 - 7% open · ⏱️ 16.01.2021):

   git clone https://github.com/ponty/pyscreenshot
  

• PyPi (📥 280K / month · 📦 420 · ⏱️ 27.12.2020):

   pip install pyscreenshot
  

diagrams (🥉24 · ⭐ 13K) - Diagram as Code for prototyping cloud system architectures. MIT

• GitHub (👨‍💻 86 · 🔀 730 · 📋 310 - 60% open · ⏱️ 08.03.2021):

   git clone https://github.com/mingrammer/diagrams
  

• PyPi (📥 50K / month · ⏱️ 22.02.2021):

   pip install diagrams
  

• Conda (📥 56K · ⏱️ 22.02.2021):

   conda install -c conda-forge diagrams
  

python-mss (🥉24 · ⭐ 590) - An ultra fast cross-platform multiple screenshots module in pure.. MIT

• GitHub (👨‍💻 14 · 🔀 57 · 📋 110 - 25% open · ⏱️ 31.10.2020):

   git clone https://github.com/BoboTiG/python-mss
  

• PyPi (📥 560K / month · 📦 300 · ⏱️ 31.10.2020):

   pip install mss
  

• Conda (📥 4.3K · ⏱️ 31.10.2020):

   conda install -c conda-forge python-mss
  

Show 5 hidden projects...

• wrapt (🥈31 · ⭐ 1.5K · 💀) - A Python module for decorators, wrappers and monkey patching. BSD-2
• catalogue (🥉25 · ⭐ 79) - Super lightweight function registries for your library. MIT
• powerline-shell (🥉24 · ⭐ 5.6K · 💀) - A beautiful and useful prompt for your shell. MIT
• pluginbase (🥉23 · ⭐ 940 · 💀) - A simple but flexible plugin system for Python. BSD-3
• macropy (🥉22 · ⭐ 3.1K · 💀) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT

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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.

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