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Best-of Python

πŸ†Β  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 980K 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!


πŸ§™β€β™‚οΈΒ  Discover other best-of lists or create your own.
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Contents

Explanation

  • πŸ₯‡πŸ₯ˆπŸ₯‰Β  Combined project-quality score
  • ⭐️  Star count from GitHub
  • 🐣  New project (less than 6 months old)
  • πŸ’€Β  Inactive project (6 months no activity)
  • πŸ’€Β  Dead project (12 months no activity)
  • πŸ“ˆπŸ“‰Β  Project is trending up or down
  • βž•Β  Project was recently added
  • ❗️  Warning (e.g. missing/risky license)
  • πŸ‘¨β€πŸ’»Β  Contributors count from GitHub
  • πŸ”€Β  Fork count from GitHub
  • πŸ“‹Β  Issue count from GitHub
  • ⏱️  Last update timestamp on package manager
  • πŸ“₯Β  Download count from package manager
  • πŸ“¦Β  Number of dependent projects

Data Serialization

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protobuf (πŸ₯‡41 Β· ⭐ 52K) - Protocol Buffers - Google's data interchange format. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 900 Β· πŸ”€ 13K Β· πŸ“₯ 30M Β· πŸ“¦ 180K Β· πŸ“‹ 4.8K - 20% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/protocolbuffers/protobuf
    
  • PyPi (πŸ“₯ 70M / month Β· πŸ“¦ 25K Β· ⏱️ 29.10.2021):

     pip install protobuf
    
  • Conda (πŸ“₯ 6.6M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge protobuf
    
flatbuffers (πŸ₯‡34 Β· ⭐ 17K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 520 Β· πŸ”€ 2.7K Β· πŸ“₯ 36K Β· πŸ“¦ 1.4K Β· πŸ“‹ 1.8K - 7% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/google/flatbuffers
    
  • PyPi (πŸ“₯ 10M / month Β· πŸ“¦ 170 Β· ⏱️ 10.05.2021):

     pip install flatbuffers
    
  • Conda (πŸ“₯ 280K Β· ⏱️ 11.05.2021):

     conda install -c conda-forge flatbuffers
    
simplejson (πŸ₯‡34 Β· ⭐ 1.4K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 310 Β· πŸ“₯ 5.4K Β· πŸ“¦ 73K Β· πŸ“‹ 180 - 9% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/simplejson/simplejson
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 39K Β· ⏱️ 16.11.2021):

     pip install simplejson
    
  • Conda (πŸ“₯ 1.5M Β· ⏱️ 17.11.2021):

     conda install -c conda-forge simplejson
    
marshmallow (πŸ₯ˆ32 Β· ⭐ 5.8K) - A lightweight library for converting complex objects to and from.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 590 Β· πŸ“¦ 36K Β· πŸ“‹ 1.1K - 11% open Β· ⏱️ 21.11.2021):

     git clone https://github.com/marshmallow-code/marshmallow
    
  • PyPi (πŸ“₯ 10M / month Β· πŸ“¦ 18K Β· ⏱️ 15.11.2021):

     pip install marshmallow
    
  • Conda (πŸ“₯ 880K Β· ⏱️ 15.11.2021):

     conda install -c conda-forge marshmallow
    
msgpack (πŸ₯ˆ31 Β· ⭐ 1.5K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 200 Β· πŸ“₯ 870 Β· πŸ“¦ 53K Β· πŸ“‹ 240 - 2% open Β· ⏱️ 25.11.2021):

     git clone https://github.com/msgpack/msgpack-python
    
  • PyPi (πŸ“₯ 20M / month Β· πŸ“¦ 2.6K Β· ⏱️ 24.11.2021):

     pip install msgpack
    
  • Conda (πŸ“₯ 5.3M Β· ⏱️ 24.11.2021):

     conda install -c conda-forge msgpack-python
    
cloudpickle (πŸ₯ˆ31 Β· ⭐ 1.1K) - Extended pickling support for Python objects. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 120 Β· πŸ“₯ 19 Β· πŸ“¦ 44K Β· πŸ“‹ 210 - 32% open Β· ⏱️ 11.10.2021):

     git clone https://github.com/cloudpipe/cloudpickle
    
  • PyPi (πŸ“₯ 22M / month Β· πŸ“¦ 4.1K Β· ⏱️ 10.09.2021):

     pip install cloudpickle
    
  • Conda (πŸ“₯ 5.9M Β· ⏱️ 10.09.2021):

     conda install -c conda-forge cloudpickle
    
ultrajson (πŸ₯‰30 Β· ⭐ 3.5K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 340 Β· πŸ“‹ 310 - 14% open Β· ⏱️ 18.11.2021):

     git clone https://github.com/ultrajson/ultrajson
    
  • PyPi (πŸ“₯ 13M / month Β· πŸ“¦ 6.6K Β· ⏱️ 22.11.2021):

     pip install ujson
    
dill (πŸ₯‰30 Β· ⭐ 1.5K) - serialize all of python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 130 Β· πŸ“₯ 250K Β· πŸ“‹ 370 - 40% open Β· ⏱️ 29.10.2021):

     git clone https://github.com/uqfoundation/dill
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 5K Β· ⏱️ 13.06.2021):

     pip install dill
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 12.11.2021):

     conda install -c conda-forge dill
    
orjson (πŸ₯‰29 Β· ⭐ 2.5K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 90 Β· πŸ“¦ 4.6K Β· πŸ“‹ 180 - 11% open Β· ⏱️ 01.10.2021):

     git clone https://github.com/ijl/orjson
    
  • PyPi (πŸ“₯ 2.1M / month Β· πŸ“¦ 28 Β· ⏱️ 01.10.2021):

     pip install orjson
    
  • Conda (πŸ“₯ 240K Β· ⏱️ 02.10.2021):

     conda install -c conda-forge orjson
    
srsly (πŸ₯‰29 Β· ⭐ 240) - Modern high-performance serialization utilities for Python (JSON,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 25 Β· πŸ“¦ 14K Β· ⏱️ 22.10.2021):

     git clone https://github.com/explosion/srsly
    
  • PyPi (πŸ“₯ 3.4M / month Β· πŸ“¦ 410 Β· ⏱️ 22.10.2021):

     pip install srsly
    
  • Conda (πŸ“₯ 590K Β· ⏱️ 02.11.2021):

     conda install -c conda-forge srsly
    
python-rapidjson (πŸ₯‰26 Β· ⭐ 430) - Python wrapper around rapidjson. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 36 Β· πŸ“¦ 1.8K Β· πŸ“‹ 98 - 10% open Β· ⏱️ 16.10.2021):

     git clone https://github.com/python-rapidjson/python-rapidjson
    
  • PyPi (πŸ“₯ 600K / month Β· πŸ“¦ 290 Β· ⏱️ 16.10.2021):

     pip install python-rapidjson
    
  • Conda (πŸ“₯ 750K Β· ⏱️ 12.11.2021):

     conda install -c conda-forge python-rapidjson
    
jsonpickle (πŸ₯‰25 Β· ⭐ 980) - Python library for serializing any arbitrary object graph into JSON... BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 140 Β· πŸ“‹ 250 - 26% open Β· ⏱️ 03.07.2021):

     git clone https://github.com/jsonpickle/jsonpickle
    
  • PyPi (πŸ“₯ 9.1M / month Β· πŸ“¦ 3.3K Β· ⏱️ 08.02.2021):

     pip install jsonpickle
    
  • Conda (πŸ“₯ 730K Β· ⏱️ 12.04.2021):

     conda install -c conda-forge jsonpickle
    
pysimdjson (πŸ₯‰24 Β· ⭐ 500) - Python bindings for the simdjson project. MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 38 Β· πŸ“¦ 160 Β· πŸ“‹ 69 - 15% open Β· ⏱️ 18.11.2021):

     git clone https://github.com/TkTech/pysimdjson
    
  • PyPi (πŸ“₯ 82K / month Β· ⏱️ 21.06.2021):

     pip install pysimdjson
    
hickle (πŸ₯‰23 Β· ⭐ 390 Β· πŸ’€) - a HDF5-based python pickle replacement. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 62 Β· πŸ“¦ 320 Β· πŸ“‹ 95 - 9% open Β· ⏱️ 05.01.2021):

     git clone https://github.com/telegraphic/hickle
    
  • PyPi (πŸ“₯ 3.9K / month Β· πŸ“¦ 140 Β· ⏱️ 05.01.2021):

     pip install hickle
    
  • Conda (πŸ“₯ 17K Β· ⏱️ 11.07.2019):

     conda install -c conda-forge hickle
    
Show 1 hidden projects...
  • pyasn1 (πŸ₯ˆ31 Β· ⭐ 190 Β· πŸ’€) - Generic ASN.1 library for Python. BSD-2

Data Structures

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pyrsistent (πŸ₯‡34 Β· ⭐ 1.6K) - Persistent/Immutable/Functional data structures for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 120 Β· πŸ“¦ 110K Β· πŸ“‹ 140 - 10% open Β· ⏱️ 09.10.2021):

     git clone https://github.com/tobgu/pyrsistent
    
  • PyPi (πŸ“₯ 32M / month Β· πŸ“¦ 3.4K Β· ⏱️ 28.06.2021):

     pip install pyrsistent
    
  • Conda (πŸ“₯ 7M Β· ⏱️ 04.11.2021):

     conda install -c conda-forge pyrsistent
    
multidict (πŸ₯‡31 Β· ⭐ 270) - The multidict implementation. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 67 Β· πŸ“₯ 2.2K Β· πŸ“‹ 120 - 8% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/aio-libs/multidict
    
  • PyPi (πŸ“₯ 50M / month Β· πŸ“¦ 5.3K Β· ⏱️ 03.10.2021):

     pip install multidict
    
  • Conda (πŸ“₯ 3.3M Β· ⏱️ 04.11.2021):

     conda install -c conda-forge multidict
    
python-sortedcontainers (πŸ₯ˆ29 Β· ⭐ 2.4K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 150 Β· πŸ“‹ 150 - 13% open Β· ⏱️ 13.10.2021):

     git clone https://github.com/grantjenks/python-sortedcontainers
    
  • PyPi (πŸ“₯ 10M / month Β· πŸ“¦ 3.2K Β· ⏱️ 16.05.2021):

     pip install sortedcontainers
    
addict (πŸ₯ˆ28 Β· ⭐ 2.1K Β· πŸ’€) - The Python Dict that's better than heroin. MIT
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 130 Β· πŸ“₯ 16 Β· πŸ“¦ 2K Β· πŸ“‹ 73 - 13% open Β· ⏱️ 05.01.2021):

     git clone https://github.com/mewwts/addict
    
  • PyPi (πŸ“₯ 700K / month Β· πŸ“¦ 370 Β· ⏱️ 21.11.2020):

     pip install addict
    
  • Conda (πŸ“₯ 230K Β· ⏱️ 13.11.2021):

     conda install -c conda-forge addict
    
bidict (πŸ₯ˆ26 Β· ⭐ 940) - The bidirectional mapping library for Python. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 44 Β· πŸ“¦ 5.1K Β· πŸ“‹ 46 - 4% open Β· ⏱️ 08.11.2021):

     git clone https://github.com/jab/bidict
    
  • PyPi (πŸ“₯ 600K / month Β· πŸ“¦ 560 Β· ⏱️ 23.10.2021):

     pip install bidict
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 23.10.2021):

     conda install -c conda-forge bidict
    
sqlitedict (πŸ₯ˆ26 Β· ⭐ 720) - Persistent dict, backed by sqlite3 and pickle, multithread-safe. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 100 Β· πŸ“¦ 1.3K Β· πŸ“‹ 81 - 29% open Β· ⏱️ 24.10.2021):

     git clone https://github.com/RaRe-Technologies/sqlitedict
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 240 Β· ⏱️ 04.09.2020):

     pip install sqlitedict
    
  • Conda (πŸ“₯ 19K Β· ⏱️ 30.09.2020):

     conda install -c conda-forge sqlitedict
    
munch (πŸ₯ˆ26 Β· ⭐ 530 Β· πŸ’€) - A Munch is a Python dictionary that provides attribute-style access (a.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 68 Β· πŸ“‹ 36 - 22% open Β· ⏱️ 22.01.2021):

     git clone https://github.com/Infinidat/munch
    
  • PyPi (πŸ“₯ 2.4M / month Β· πŸ“¦ 1.1K Β· ⏱️ 09.03.2020):

     pip install munch
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 30.10.2019):

     conda install -c conda-forge munch
    
python-box (πŸ₯‰25 Β· ⭐ 1.8K) - Python dictionaries with advanced dot notation access. MIT
  • GitHub (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 76 Β· πŸ“₯ 30 Β· πŸ“‹ 130 - 15% open Β· ⏱️ 22.08.2021):

     git clone https://github.com/cdgriffith/Box
    
  • PyPi (πŸ“₯ 1.1M / month Β· πŸ“¦ 250 Β· ⏱️ 22.08.2021):

     pip install python-box
    
  • Conda (πŸ“₯ 200K Β· ⏱️ 22.08.2021):

     conda install -c conda-forge python-box
    
immutables (πŸ₯‰25 Β· ⭐ 890) - A high-performance immutable mapping type for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 41 Β· πŸ“¦ 3K Β· πŸ“‹ 34 - 17% open Β· ⏱️ 07.08.2021):

     git clone https://github.com/MagicStack/immutables
    
  • PyPi (πŸ“₯ 1.9M / month Β· πŸ“¦ 100 Β· ⏱️ 07.08.2021):

     pip install immutables
    
  • Conda (πŸ“₯ 750K Β· ⏱️ 06.11.2021):

     conda install -c conda-forge immutables
    
janus (πŸ₯‰25 Β· ⭐ 560) - Thread-safe asyncio-aware queue for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 32 Β· πŸ“‹ 34 - 5% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/aio-libs/janus
    
  • PyPi (πŸ“₯ 190K / month Β· πŸ“¦ 92 Β· ⏱️ 24.11.2021):

     pip install janus
    
  • Conda (πŸ“₯ 7.7K Β· ⏱️ 27.10.2021):

     conda install -c conda-forge janus
    
ordered-set (πŸ₯‰25 Β· ⭐ 140) - A mutable set that remembers the order of its entries. One of.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 35 Β· πŸ“¦ 3.2K Β· πŸ“‹ 38 - 26% open Β· ⏱️ 09.09.2021):

     git clone https://github.com/LuminosoInsight/ordered-set
    
  • PyPi (πŸ“₯ 3.6M / month Β· πŸ“¦ 310 Β· ⏱️ 17.06.2020):

     pip install ordered-set
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 18.06.2020):

     conda install -c conda-forge ordered-set
    
python-benedict (πŸ₯‰23 Β· ⭐ 300) - dict subclass with keylist/keypath support, normalized I/O.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 20 Β· πŸ“¦ 470 Β· πŸ“‹ 62 - 8% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/fabiocaccamo/python-benedict
    
  • PyPi (πŸ“₯ 200K / month Β· ⏱️ 04.10.2021):

     pip install python-benedict
    
  • Conda (πŸ“₯ 25K Β· ⏱️ 05.10.2021):

     conda install -c conda-forge python-benedict
    
Show 2 hidden projects...
  • anytree (πŸ₯‰24 Β· ⭐ 620 Β· πŸ’€) - Python tree data library. Apache-2
  • cleverdict (πŸ₯‰15 Β· ⭐ 83 Β· πŸ’€) - A JSON-friendly data structure which allows both object attributes.. MIT

Data Validation

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pydantic (πŸ₯‡35 Β· ⭐ 8.1K Β· πŸ“ˆ) - Data parsing and validation using Python type hints. MIT
  • GitHub (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 750 Β· πŸ“¦ 40K Β· πŸ“‹ 1.7K - 26% open Β· ⏱️ 18.11.2021):

     git clone https://github.com/samuelcolvin/pydantic
    
  • PyPi (πŸ“₯ 13M / month Β· πŸ“¦ 390 Β· ⏱️ 11.05.2021):

     pip install pydantic
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 04.11.2021):

     conda install -c conda-forge pydantic
    
jsonschema (πŸ₯‡33 Β· ⭐ 3.4K) - An implementation of the JSON Schema specification for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 94 Β· πŸ”€ 490 Β· πŸ“¦ 180K Β· πŸ“‹ 620 - 9% open Β· ⏱️ 15.11.2021):

     git clone https://github.com/Julian/jsonschema
    
  • PyPi (πŸ“₯ 35M / month Β· πŸ“¦ 31K Β· ⏱️ 05.11.2021):

     pip install jsonschema
    
  • Conda (πŸ“₯ 8.6M Β· ⏱️ 15.11.2021):

     conda install -c conda-forge jsonschema
    
cerberus (πŸ₯ˆ31 Β· ⭐ 2.6K) - Lightweight, extensible data validation library for Python. ISC
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 210 Β· πŸ“¦ 10K Β· πŸ“‹ 320 - 10% open Β· ⏱️ 05.05.2021):

     git clone https://github.com/pyeve/cerberus
    
  • PyPi (πŸ“₯ 2.5M / month Β· πŸ“¦ 1.5K Β· ⏱️ 05.05.2021):

     pip install cerberus
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 02.12.2019):

     conda install -c conda-forge cerberus
    
voluptuous (πŸ₯ˆ31 Β· ⭐ 1.7K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 87 Β· πŸ”€ 200 Β· πŸ“¦ 4K Β· πŸ“‹ 240 - 17% open Β· ⏱️ 20.09.2021):

     git clone https://github.com/alecthomas/voluptuous
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 2.2K Β· ⏱️ 23.09.2021):

     pip install voluptuous
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 13.10.2021):

     conda install -c conda-forge voluptuous
    
schema (πŸ₯ˆ30 Β· ⭐ 2.5K) - Schema validation just got Pythonic. MIT
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 170 Β· πŸ“¦ 3.3K Β· πŸ“‹ 140 - 51% open Β· ⏱️ 20.10.2021):

     git clone https://github.com/keleshev/schema
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 1K Β· ⏱️ 01.02.2021):

     pip install schema
    
  • Conda (πŸ“₯ 37K Β· ⏱️ 01.02.2021):

     conda install -c conda-forge schema
    
schematics (πŸ₯‰29 Β· ⭐ 2.5K) - Python Data Structures for Humans. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 300 Β· πŸ“¦ 1K Β· πŸ“‹ 340 - 31% open Β· ⏱️ 17.08.2021):

     git clone https://github.com/schematics/schematics
    
  • PyPi (πŸ“₯ 150K / month Β· πŸ“¦ 610 Β· ⏱️ 17.08.2021):

     pip install schematics
    
  • Conda (πŸ“₯ 22K Β· ⏱️ 17.07.2019):

     conda install -c conda-forge schematics
    
validators (πŸ₯‰29 Β· ⭐ 540) - Python Data Validation for Humans. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 100 Β· πŸ“¦ 27K Β· πŸ“‹ 130 - 75% open Β· ⏱️ 11.11.2021):

     git clone https://github.com/kvesteri/validators
    
  • PyPi (πŸ“₯ 3.2M / month Β· πŸ“¦ 1.9K Β· ⏱️ 18.12.2020):

     pip install validators
    
  • Conda (πŸ“₯ 43K Β· ⏱️ 18.12.2020):

     conda install -c conda-forge validators
    
param (πŸ₯‰27 Β· ⭐ 250) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 49 Β· πŸ“¦ 2.6K Β· πŸ“‹ 300 - 36% open Β· ⏱️ 19.11.2021):

     git clone https://github.com/holoviz/param
    
  • PyPi (πŸ“₯ 360K / month Β· πŸ“¦ 140 Β· ⏱️ 19.11.2021):

     pip install param
    
  • Conda (πŸ“₯ 410K Β· ⏱️ 21.10.2021):

     conda install -c conda-forge param
    
strictyaml (πŸ₯‰25 Β· ⭐ 950) - Type-safe YAML parser and validator. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 40 Β· πŸ“¦ 440 Β· πŸ“‹ 130 - 50% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/crdoconnor/strictyaml
    
  • PyPi (πŸ“₯ 62K / month Β· πŸ“¦ 50 Β· ⏱️ 20.11.2021):

     pip install strictyaml
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 20.11.2021):

     conda install -c conda-forge strictyaml
    
validr (πŸ₯‰18 Β· ⭐ 210) - A simple, fast, extensible python library for data validation. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 11 Β· πŸ“‹ 21 - 4% open Β· ⏱️ 12.07.2021):

     git clone https://github.com/guyskk/validr
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 4 Β· ⏱️ 10.03.2021):

     pip install validr
    
typical (πŸ₯‰15 Β· ⭐ 140) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 8 Β· πŸ“‹ 95 - 13% open Β· ⏱️ 03.11.2021):

     git clone https://github.com/seandstewart/typical
    
  • PyPi (πŸ“₯ 2.6K / month Β· πŸ“¦ 2 Β· ⏱️ 03.11.2021):

     pip install typical
    
Show 2 hidden projects...

Algorithms & Design Patterns

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πŸ”—Β python-patterns ( ⭐ 30K) - Collection of design patterns/idioms in Python.

transitions (πŸ₯‡29 Β· ⭐ 4K) - A lightweight, object-oriented finite state machine implementation in.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 460 Β· πŸ“¦ 1.9K Β· πŸ“‹ 390 - 2% open Β· ⏱️ 04.10.2021):

     git clone https://github.com/pytransitions/transitions
    
  • PyPi (πŸ“₯ 180K / month Β· πŸ“¦ 350 Β· ⏱️ 04.10.2021):

     pip install transitions
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 04.10.2021):

     conda install -c conda-forge transitions
    
algorithms (πŸ₯‰27 Β· ⭐ 20K) - Minimal examples of data structures and algorithms in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 4.1K Β· πŸ“¦ 55 Β· πŸ“‹ 260 - 64% open Β· ⏱️ 20.11.2021):

     git clone https://github.com/keon/algorithms
    
  • PyPi (πŸ“₯ 1.4K / month Β· πŸ“¦ 14 Β· ⏱️ 04.10.2020):

     pip install algorithms
    
Show 1 hidden projects...
  • PyPattyrn (πŸ₯‰19 Β· ⭐ 1.3K Β· πŸ’€) - A simple library for implementing common design patterns. MIT

Date & Time Utilities

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python-dateutil (πŸ₯‡37 Β· ⭐ 1.7K Β· πŸ“‰) - Useful extensions to the standard Python datetime.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 390 Β· πŸ“₯ 35K Β· πŸ“¦ 600K Β· πŸ“‹ 640 - 42% open Β· ⏱️ 12.10.2021):

     git clone https://github.com/dateutil/dateutil
    
  • PyPi (πŸ“₯ 170M / month Β· πŸ“¦ 120K Β· ⏱️ 14.07.2021):

     pip install python-dateutil
    
  • Conda (πŸ“₯ 20M Β· ⏱️ 14.07.2021):

     conda install -c conda-forge python-dateutil
    
arrow (πŸ₯ˆ35 Β· ⭐ 7.7K) - Better dates & times for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 600 Β· πŸ“¦ 23K Β· πŸ“‹ 440 - 14% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/arrow-py/arrow
    
  • PyPi (πŸ“₯ 5.4M / month Β· πŸ“¦ 7.4K Β· ⏱️ 24.10.2021):

     pip install arrow
    
  • Conda (πŸ“₯ 830K Β· ⏱️ 26.10.2021):

     conda install -c conda-forge arrow
    
dateparser (πŸ₯ˆ33 Β· ⭐ 1.9K) - python parser for human readable dates. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 380 Β· πŸ“¦ 9.2K Β· πŸ“‹ 590 - 45% open Β· ⏱️ 19.11.2021):

     git clone https://github.com/scrapinghub/dateparser
    
  • PyPi (πŸ“₯ 4M / month Β· πŸ“¦ 1.4K Β· ⏱️ 04.10.2021):

     pip install dateparser
    
  • Conda (πŸ“₯ 59K Β· ⏱️ 05.10.2021):

     conda install -c conda-forge dateparser
    
pytz (πŸ₯ˆ32 Β· ⭐ 190) - pytz Python historical timezone library and database. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 58 Β· πŸ“¦ 920K Β· πŸ“‹ 42 - 42% open Β· ⏱️ 11.10.2021):

     git clone https://github.com/stub42/pytz
    
  • PyPi (πŸ“₯ 73M / month Β· πŸ“¦ 150K Β· ⏱️ 02.10.2021):

     pip install pytz
    
  • Conda (πŸ“₯ 19M Β· ⏱️ 05.10.2021):

     conda install -c conda-forge pytz
    
pendulum (πŸ₯‰30 Β· ⭐ 4.6K) - Python datetimes made easy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 260 Β· πŸ“‹ 440 - 47% open Β· ⏱️ 19.10.2021):

     git clone https://github.com/sdispater/pendulum
    
  • PyPi (πŸ“₯ 6.1M / month Β· πŸ“¦ 1.1K Β· ⏱️ 24.07.2020):

     pip install pendulum
    
  • Conda (πŸ“₯ 400K Β· ⏱️ 08.11.2020):

     conda install -c conda-forge pendulum
    
tzlocal (πŸ₯‰29 Β· ⭐ 150) - A Python module that tries to figure out what your local timezone is. MIT
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 49 Β· πŸ“‹ 66 - 3% open Β· ⏱️ 29.10.2021):

     git clone https://github.com/regebro/tzlocal
    
  • PyPi (πŸ“₯ 16M / month Β· πŸ“¦ 6K Β· ⏱️ 29.10.2021):

     pip install tzlocal
    
  • Conda (πŸ“₯ 750K Β· ⏱️ 16.11.2021):

     conda install -c conda-forge tzlocal
    
holidays (πŸ₯‰28 Β· ⭐ 650) - Generate and work with holidays in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 280 Β· πŸ“₯ 160 Β· πŸ“‹ 230 - 9% open Β· ⏱️ 29.09.2021):

     git clone https://github.com/dr-prodigy/python-holidays
    
  • PyPi (πŸ“₯ 3M / month Β· πŸ“¦ 560 Β· ⏱️ 29.09.2021):

     pip install holidays
    
  • Conda (πŸ“₯ 960K Β· ⏱️ 29.09.2021):

     conda install -c conda-forge holidays
    
parsedatetime (πŸ₯‰27 Β· ⭐ 620) - Parse human-readable date/time strings. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 100 Β· πŸ“¦ 3.7K Β· πŸ“‹ 160 - 39% open Β· ⏱️ 20.11.2021):

     git clone https://github.com/bear/parsedatetime
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 2.3K Β· ⏱️ 31.05.2020):

     pip install parsedatetime
    
  • Conda (πŸ“₯ 99K Β· ⏱️ 10.06.2020):

     conda install -c conda-forge parsedatetime
    
Show 1 hidden projects...
  • isodate (πŸ₯‰28 Β· ⭐ 100 Β· πŸ’€) - ISO 8601 date/time parser. BSD-3

File & Path Utilities

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watchdog (πŸ₯‡34 Β· ⭐ 5K) - Python library and shell utilities to monitor filesystem events. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 600 Β· πŸ“¦ 43K Β· πŸ“‹ 550 - 28% open Β· ⏱️ 01.10.2021):

     git clone https://github.com/gorakhargosh/watchdog
    
  • PyPi (πŸ“₯ 4.7M / month Β· πŸ“¦ 14K Β· ⏱️ 01.10.2021):

     pip install watchdog
    
  • Conda (πŸ“₯ 870K Β· ⏱️ 07.11.2021):

     conda install -c conda-forge watchdog
    
appdirs (πŸ₯ˆ31 Β· ⭐ 810 Β· πŸ’€) - A small Python module for determining appropriate platform-specific.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 76 Β· πŸ“¦ 140K Β· πŸ“‹ 97 - 44% open Β· ⏱️ 28.01.2021):

     git clone https://github.com/ActiveState/appdirs
    
  • PyPi (πŸ“₯ 13M / month Β· πŸ“¦ 26K Β· ⏱️ 11.05.2020):

     pip install appdirs
    
  • Conda (πŸ“₯ 4.2M Β· ⏱️ 19.10.2020):

     conda install -c conda-forge appdirs
    
aiofiles (πŸ₯ˆ29 Β· ⭐ 1.7K) - File support for asyncio. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 120 Β· πŸ“‹ 80 - 52% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/Tinche/aiofiles
    
  • PyPi (πŸ“₯ 9.2M / month Β· πŸ“¦ 1.6K Β· ⏱️ 16.05.2021):

     pip install aiofiles
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 17.05.2021):

     conda install -c conda-forge aiofiles
    
pyfilesystem2 (πŸ₯ˆ29 Β· ⭐ 1.6K) - Python's Filesystem abstraction layer. MIT
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 160 Β· πŸ“‹ 320 - 20% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/pyfilesystem/pyfilesystem2
    
  • PyPi (πŸ“₯ 490K / month Β· πŸ“¦ 800 Β· ⏱️ 16.11.2021):

     pip install fs
    
scandir (πŸ₯ˆ29 Β· ⭐ 490) - Better directory iterator and faster os.walk(), now in the Python 3.5.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 61 Β· πŸ“¦ 13K Β· πŸ“‹ 100 - 11% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/benhoyt/scandir
    
  • PyPi (πŸ“₯ 3.6M / month Β· πŸ“¦ 4.1K Β· ⏱️ 09.03.2019):

     pip install scandir
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge scandir
    
filelock (πŸ₯‰27 Β· ⭐ 360) - A platform-independent file lock for Python. Unlicense
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 61 Β· πŸ“‹ 65 - 21% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/benediktschmitt/py-filelock
    
  • PyPi (πŸ“₯ 30M / month Β· πŸ“¦ 3.5K Β· ⏱️ 16.11.2021):

     pip install filelock
    
  • Conda (πŸ“₯ 4.9M Β· ⏱️ 16.11.2021):

     conda install -c conda-forge filelock
    
path (πŸ₯‰24 Β· ⭐ 970) - Object-oriented file system path manipulation. MIT
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 130 Β· πŸ“‹ 130 - 2% open Β· ⏱️ 26.07.2021):

     git clone https://github.com/jaraco/path
    
  • PyPi (πŸ“₯ 480K / month Β· πŸ“¦ 78 Β· ⏱️ 27.07.2021):

     pip install path
    
  • Conda (πŸ“₯ 150K Β· ⏱️ 02.11.2021):

     conda install -c conda-forge path
    
Show 2 hidden projects...
  • zipp (πŸ₯‰27 Β· ⭐ 22) - Backport of pathlib-compatible object wrapper for zip files. MIT
  • Unipath (πŸ₯‰24 Β· ⭐ 500 Β· πŸ’€) - An object-oriented approach to Python file/directory operations. MIT

Compatiblity

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future (πŸ₯‡35 Β· ⭐ 1.1K) - Easy, clean, reliable Python 2/3 compatibility. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 250 Β· πŸ“¦ 180K Β· πŸ“‹ 380 - 49% open Β· ⏱️ 11.11.2021):

     git clone https://github.com/PythonCharmers/python-future
    
  • PyPi (πŸ“₯ 28M / month Β· πŸ“¦ 28K Β· ⏱️ 31.10.2019):

     pip install future
    
  • Conda (πŸ“₯ 5.1M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge future
    
six (πŸ₯‡35 Β· ⭐ 830) - Python 2 and 3 compatibility library. MIT
  • GitHub (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 220 Β· πŸ“¦ 1M Β· πŸ“‹ 280 - 38% open Β· ⏱️ 21.11.2021):

     git clone https://github.com/benjaminp/six
    
  • PyPi (πŸ“₯ 190M / month Β· πŸ“¦ 240K Β· ⏱️ 05.05.2021):

     pip install six
    
  • Conda (πŸ“₯ 20M Β· ⏱️ 05.05.2021):

     conda install -c conda-forge six
    
typing (πŸ₯ˆ30 Β· ⭐ 1.1K) - Python static typing home. Contains the source for.. Python-2.0
  • GitHub (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 170 Β· πŸ“‹ 620 - 13% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/python/typing
    
  • PyPi (πŸ“₯ 7.6M / month Β· πŸ“¦ 8.4K Β· ⏱️ 01.05.2021):

     pip install typing
    
  • Conda (πŸ“₯ 780K Β· ⏱️ 01.05.2021):

     conda install -c conda-forge typing
    
dataclasses (πŸ₯‰28 Β· ⭐ 520) - A backport of the dataclasses module for Python 3.6. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 41 Β· πŸ“¦ 24K Β· πŸ“‹ 120 - 8% open Β· ⏱️ 21.10.2021):

     git clone https://github.com/ericvsmith/dataclasses
    
  • PyPi (πŸ“₯ 9.8M / month Β· πŸ“¦ 950 Β· ⏱️ 13.11.2020):

     pip install dataclasses
    
  • Conda (πŸ“₯ 3.5M Β· ⏱️ 14.08.2021):

     conda install -c conda-forge dataclasses
    
Show 3 hidden projects...
  • futures (πŸ₯‰29 Β· ⭐ 220 Β· πŸ’€) - Backport of the concurrent.futures package to Python 2.6 and 2.7. Python-2.0
  • pathlib2 (πŸ₯‰28 Β· ⭐ 65) - Backport of pathlib aiming to support the full stdlib Python API. As of.. MIT
  • contextlib2 (πŸ₯‰27 Β· ⭐ 33) - contextlib2 is a backport of the standard library's contextlib.. ❗️psfrag

Cryptography

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cryptography (πŸ₯‡34 Β· ⭐ 4.4K) - cryptography is a package designed to expose cryptographic.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 950 Β· πŸ“¦ 220K Β· πŸ“‹ 1.8K - 2% open Β· ⏱️ 25.11.2021):

     git clone https://github.com/pyca/cryptography
    
  • PyPi (πŸ“₯ 69M / month Β· πŸ“¦ 34K Β· ⏱️ 21.11.2021):

     pip install cryptography
    
  • Conda (πŸ“₯ 17M Β· ⏱️ 23.11.2021):

     conda install -c conda-forge cryptography
    
pycryptodomex (πŸ₯‡34 Β· ⭐ 1.8K) - A self-contained cryptographic library for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 320 Β· πŸ“¦ 35K Β· πŸ“‹ 440 - 13% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/Legrandin/pycryptodome
    
  • PyPi (πŸ“₯ 13M / month Β· πŸ“¦ 1.5K Β· ⏱️ 08.10.2021):

     pip install pycryptodomex
    
  • Conda (πŸ“₯ 490K Β· ⏱️ 25.11.2021):

     conda install -c conda-forge pycryptodomex
    
asn1crypto (πŸ₯ˆ32 Β· ⭐ 240) - Python ASN.1 library with a focus on performance and a pythonic API. MIT
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 100 Β· πŸ“¦ 83K Β· πŸ“‹ 150 - 19% open Β· ⏱️ 15.10.2021):

     git clone https://github.com/wbond/asn1crypto
    
  • PyPi (πŸ“₯ 27M / month Β· πŸ“¦ 14K Β· ⏱️ 28.07.2020):

     pip install asn1crypto
    
  • Conda (πŸ“₯ 6.1M Β· ⏱️ 28.07.2020):

     conda install -c conda-forge asn1crypto
    
tink (πŸ₯‰28 Β· ⭐ 12K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 1K Β· πŸ“₯ 960 Β· πŸ“¦ 14 Β· πŸ“‹ 390 - 27% open Β· ⏱️ 09.11.2021):

     git clone https://github.com/google/tink
    
  • PyPi (πŸ“₯ 180K / month Β· ⏱️ 10.08.2021):

     pip install tink
    
keyring (πŸ₯‰28 Β· ⭐ 750) - Store and access your passwords safely. MIT
  • GitHub (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 110 Β· πŸ“‹ 420 - 8% open Β· ⏱️ 25.11.2021):

     git clone https://github.com/jaraco/keyring
    
  • PyPi (πŸ“₯ 11M / month Β· πŸ“¦ 5.9K Β· ⏱️ 25.11.2021):

     pip install keyring
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 16.11.2021):

     conda install -c conda-forge keyring
    
rsa (πŸ₯‰28 Β· ⭐ 350) - Python-RSA is a pure-Python RSA implementation. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 71 Β· πŸ“‹ 100 - 16% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/sybrenstuvel/python-rsa
    
  • PyPi (πŸ“₯ 92M / month Β· πŸ“¦ 13K Β· ⏱️ 24.11.2021):

     pip install rsa
    
  • Conda (πŸ“₯ 4.8M Β· ⏱️ 24.11.2021):

     conda install -c conda-forge rsa
    
bcrypt (πŸ₯‰27 Β· ⭐ 800) - Modern(-ish) password hashing for your software and your servers. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 110 Β· πŸ“‹ 90 - 2% open Β· ⏱️ 18.11.2021):

     git clone https://github.com/pyca/bcrypt
    
  • PyPi (πŸ“₯ 18M / month Β· πŸ“¦ 15K Β· ⏱️ 16.08.2020):

     pip install bcrypt
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 04.11.2021):

     conda install -c conda-forge bcrypt
    

Infrastructure & DevOps

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awscli (πŸ₯‡39 Β· ⭐ 12K) - Universal Command Line Interface for Amazon Web Services. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 360 Β· πŸ”€ 2.9K Β· πŸ“₯ 640 Β· πŸ“¦ 25K Β· πŸ“‹ 3.9K - 15% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/aws/aws-cli
    
  • PyPi (πŸ“₯ 110M / month Β· πŸ“¦ 5.4K Β· ⏱️ 24.11.2021):

     pip install awscli
    
  • Conda (πŸ“₯ 9.5M Β· ⏱️ 25.11.2021):

     conda install -c conda-forge awscli
    
botocore (πŸ₯‡38 Β· ⭐ 1.1K) - The low-level, core functionality of boto 3. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 830 Β· πŸ“¦ 110K Β· πŸ“‹ 890 - 20% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/boto/botocore
    
  • PyPi (πŸ“₯ 230M / month Β· πŸ“¦ 14K Β· ⏱️ 24.11.2021):

     pip install botocore
    
  • Conda (πŸ“₯ 10M Β· ⏱️ 24.11.2021):

     conda install -c conda-forge botocore
    
docker (πŸ₯ˆ37 Β· ⭐ 5.5K) - A Python library for the Docker Engine API. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 400 Β· πŸ”€ 1.5K Β· πŸ“¦ 26K Β· πŸ“‹ 1.5K - 29% open Β· ⏱️ 14.10.2021):

     git clone https://github.com/docker/docker-py
    
  • PyPi (πŸ“₯ 31M / month Β· πŸ“¦ 4.4K Β· ⏱️ 07.10.2021):

     pip install docker
    
  • Conda (πŸ“₯ 1.8M Β· ⏱️ 08.10.2021):

     conda install -c conda-forge docker-py
    
docker-compose (πŸ₯ˆ36 Β· ⭐ 24K) - Define and run multi-container applications with Docker. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 4.1K Β· πŸ“₯ 160M Β· πŸ“¦ 7.9K Β· πŸ“‹ 6K - 11% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/docker/compose
    
  • PyPi (πŸ“₯ 1.9M / month Β· πŸ“¦ 2.2K Β· ⏱️ 10.05.2021):

     pip install docker-compose
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 10.05.2021):

     conda install -c conda-forge docker-compose
    
ansible (πŸ₯ˆ35 Β· ⭐ 51K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 6.5K Β· πŸ”€ 21K Β· πŸ“¦ 19K Β· πŸ“‹ 30K - 5% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/ansible/ansible
    
  • PyPi (πŸ“₯ 4.7M / month Β· πŸ“¦ 7.7K Β· ⏱️ 24.11.2021):

     pip install ansible
    
  • Conda (πŸ“₯ 450K Β· ⏱️ 25.11.2021):

     conda install -c conda-forge ansible
    
paramiko (πŸ₯ˆ32 Β· ⭐ 7.3K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.7K Β· πŸ“¦ 50K Β· πŸ“‹ 1.5K - 59% open Β· ⏱️ 15.10.2021):

     git clone https://github.com/paramiko/paramiko
    
  • PyPi (πŸ“₯ 18M / month Β· πŸ“¦ 23K Β· ⏱️ 09.10.2021):

     pip install paramiko
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 13.10.2021):

     conda install -c conda-forge paramiko
    
kubernetes (πŸ₯ˆ32 Β· ⭐ 4.3K) - Official Python client library for kubernetes. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 2.3K Β· πŸ“‹ 990 - 7% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/kubernetes-client/python
    
  • PyPi (πŸ“₯ 6.2M / month Β· πŸ“¦ 1.4K Β· ⏱️ 08.11.2021):

     pip install kubernetes
    
  • Conda (πŸ“₯ 260K Β· ⏱️ 08.11.2021):

     conda install -c conda-forge kubernetes
    
fabric (πŸ₯‰31 Β· ⭐ 13K) - Simple, Pythonic remote execution and deployment. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 1.8K Β· πŸ“‹ 1.7K - 25% open Β· ⏱️ 15.10.2021):

     git clone https://github.com/fabric/fabric
    
  • PyPi (πŸ“₯ 1.1M / month Β· πŸ“¦ 290 Β· ⏱️ 19.01.2021):

     pip install fabric
    
  • Conda (πŸ“₯ 43K Β· ⏱️ 09.03.2021):

     conda install -c conda-forge fabric
    
pulumi (πŸ₯‰31 Β· ⭐ 11K) - Pulumi - Modern Infrastructure as Code. Any cloud, any language. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 590 Β· πŸ“₯ 6.8K Β· πŸ“¦ 1.1K Β· πŸ“‹ 4.4K - 30% open Β· ⏱️ 25.11.2021):

     git clone https://github.com/pulumi/pulumi
    
  • PyPi (πŸ“₯ 88K / month Β· πŸ“¦ 88 Β· ⏱️ 24.11.2021):

     pip install pulumi
    
schedule (πŸ₯‰31 Β· ⭐ 9.2K) - Python job scheduling for humans. MIT
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 810 Β· πŸ“¦ 15K Β· πŸ“‹ 350 - 31% open Β· ⏱️ 26.06.2021):

     git clone https://github.com/dbader/schedule
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 2.2K Β· ⏱️ 10.04.2021):

     pip install schedule
    
  • Conda (πŸ“₯ 10K Β· ⏱️ 10.04.2021):

     conda install -c conda-forge schedule
    
netmiko (πŸ₯‰30 Β· ⭐ 2.6K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 960 Β· πŸ“¦ 1.9K Β· πŸ“‹ 1.6K - 14% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/ktbyers/netmiko
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 350 Β· ⏱️ 23.04.2021):

     pip install netmiko
    
plumbum (πŸ₯‰30 Β· ⭐ 2.3K Β· πŸ“ˆ) - Plumbum: Shell Combinators. MIT
  • GitHub (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 170 Β· πŸ“‹ 330 - 35% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/tomerfiliba/plumbum
    
  • PyPi (πŸ“₯ 1.3M / month Β· πŸ“¦ 620 Β· ⏱️ 23.11.2021):

     pip install plumbum
    
  • Conda (πŸ“₯ 590K Β· ⏱️ 23.11.2021):

     conda install -c conda-forge plumbum
    
sshtunnel (πŸ₯‰28 Β· ⭐ 900 Β· πŸ’€) - SSH tunnels to remote server. MIT
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 150 Β· πŸ“¦ 2.8K Β· πŸ“‹ 170 - 21% open Β· ⏱️ 11.01.2021):

     git clone https://github.com/pahaz/sshtunnel
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 260 Β· ⏱️ 11.01.2021):

     pip install sshtunnel
    
  • Conda (πŸ“₯ 77K Β· ⏱️ 08.11.2021):

     conda install -c conda-forge sshtunnel
    
pyinfra (πŸ₯‰22 Β· ⭐ 1.4K) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 250 Β· πŸ“¦ 36 Β· πŸ“‹ 510 - 17% open Β· ⏱️ 14.11.2021):

     git clone https://github.com/Fizzadar/pyinfra
    
  • PyPi (πŸ“₯ 12K / month Β· πŸ“¦ 4 Β· ⏱️ 14.11.2021):

     pip install pyinfra
    
Show 4 hidden projects...
  • storm (πŸ₯‰25 Β· ⭐ 3.9K Β· πŸ’€) - Manage your SSH like a boss. MIT
  • fabtools (πŸ₯‰24 Β· ⭐ 1.2K Β· πŸ’€) - Tools for writing awesome Fabric files. BSD-2
  • parallel-ssh (πŸ₯‰23 Β· ⭐ 950) - Asynchronous parallel SSH client library. ❗️LGPL-2.1
  • wssh (πŸ₯‰14 Β· ⭐ 1.3K Β· πŸ’€) - SSH to WebSockets Bridge. MIT

Process Utilities

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pexpect (πŸ₯‡34 Β· ⭐ 2.1K Β· πŸ’€) - A Python module for controlling interactive programs in a pseudo-.. ISC
  • GitHub (πŸ‘¨β€πŸ’» 92 Β· πŸ”€ 440 Β· πŸ“₯ 4K Β· πŸ“¦ 160K Β· πŸ“‹ 440 - 39% open Β· ⏱️ 17.04.2021):

     git clone https://github.com/pexpect/pexpect
    
  • PyPi (πŸ“₯ 23M / month Β· πŸ“¦ 31K Β· ⏱️ 21.01.2020):

     pip install pexpect
    
  • Conda (πŸ“₯ 6.2M Β· ⏱️ 12.10.2020):

     conda install -c conda-forge pexpect
    
supervisor (πŸ₯ˆ32 Β· ⭐ 7.1K) - Supervisor process control system for UNIX. ❗️Repoze Public License
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.1K Β· πŸ“¦ 6.5K Β· πŸ“‹ 1K - 12% open Β· ⏱️ 04.11.2021):

     git clone https://github.com/Supervisor/supervisor
    
  • PyPi (πŸ“₯ 810K / month Β· πŸ“¦ 3.8K Β· ⏱️ 26.02.2021):

     pip install supervisor
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 07.11.2021):

     conda install -c conda-forge supervisor
    
sh (πŸ₯‰31 Β· ⭐ 5.9K) - Python process launching. MIT
  • GitHub (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 440 Β· πŸ“¦ 8K Β· πŸ“‹ 400 - 2% open Β· ⏱️ 12.11.2021):

     git clone https://github.com/amoffat/sh
    
  • PyPi (πŸ“₯ 2M / month Β· πŸ“¦ 4.5K Β· ⏱️ 15.05.2021):

     pip install sh
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge sh
    
ptyprocess (πŸ₯‰28 Β· ⭐ 150 Β· πŸ“‰) - Run a subprocess in a pseudo terminal. ISC
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 61 Β· πŸ“‹ 33 - 51% open Β· ⏱️ 31.10.2021):

     git clone https://github.com/pexpect/ptyprocess
    
  • PyPi (πŸ“₯ 23M / month Β· πŸ“¦ 25K Β· ⏱️ 28.12.2020):

     pip install ptyprocess
    
  • Conda (πŸ“₯ 5.9M Β· ⏱️ 31.12.2020):

     conda install -c conda-forge ptyprocess
    

Asynchronous Programming

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greenlet (πŸ₯‡35 Β· ⭐ 1.3K) - Lightweight in-process concurrent programming. MIT
  • GitHub (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 200 Β· πŸ“¦ 98K Β· πŸ“‹ 160 - 9% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/python-greenlet/greenlet
    
  • PyPi (πŸ“₯ 33M / month Β· πŸ“¦ 20K Β· ⏱️ 29.09.2021):

     pip install greenlet
    
  • Conda (πŸ“₯ 1.8M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge greenlet
    
uvloop (πŸ₯ˆ34 Β· ⭐ 8.2K) - Ultra fast asyncio event loop. MIT
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 460 Β· πŸ“₯ 350 Β· πŸ“¦ 30K Β· πŸ“‹ 270 - 18% open Β· ⏱️ 10.08.2021):

     git clone https://github.com/MagicStack/uvloop
    
  • PyPi (πŸ“₯ 6.6M / month Β· πŸ“¦ 2.4K Β· ⏱️ 10.08.2021):

     pip install uvloop
    
  • Conda (πŸ“₯ 400K Β· ⏱️ 02.11.2021):

     conda install -c conda-forge uvloop
    
anyio (πŸ₯ˆ26 Β· ⭐ 690) - High level asynchronous concurrency and networking framework that works on.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 58 Β· πŸ“‹ 220 - 13% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/agronholm/anyio
    
  • PyPi (πŸ“₯ 11M / month Β· πŸ“¦ 40 Β· ⏱️ 22.11.2021):

     pip install anyio
    
  • Conda (πŸ“₯ 890K Β· ⏱️ 23.11.2021):

     conda install -c conda-forge anyio
    
aiomisc (πŸ₯‰22 Β· ⭐ 240) - aiomisc - miscellaneous utils for asyncio. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 15 Β· πŸ“¦ 120 Β· πŸ“‹ 14 - 35% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/aiokitchen/aiomisc
    
  • PyPi (πŸ“₯ 10K / month Β· πŸ“¦ 4 Β· ⏱️ 16.11.2021):

     pip install aiomisc
    
unsync (πŸ₯‰21 Β· ⭐ 650) - Unsynchronize asyncio. MIT
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 41 Β· πŸ“¦ 85 Β· πŸ“‹ 27 - 22% open Β· ⏱️ 21.10.2021):

     git clone https://github.com/alex-sherman/unsync
    
  • PyPi (πŸ“₯ 3.9K / month Β· πŸ“¦ 10 Β· ⏱️ 21.10.2021):

     pip install unsync
    
Show 1 hidden projects...
  • stopit (πŸ₯‰21 Β· ⭐ 92 Β· πŸ’€) - Raise asynchronous exceptions in other thread, control the timeout of.. MIT

Configuration

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python-dotenv (πŸ₯‡34 Β· ⭐ 4.5K) - Get and set values in your .env file in local and production.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 280 Β· πŸ“¦ 170K Β· πŸ“‹ 200 - 9% open Β· ⏱️ 11.11.2021):

     git clone https://github.com/theskumar/python-dotenv
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 9.4K Β· ⏱️ 11.11.2021):

     pip install python-dotenv
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 11.11.2021):

     conda install -c conda-forge python-dotenv
    
traitlets (πŸ₯ˆ31 Β· ⭐ 450) - A lightweight Traits like module. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 170 Β· πŸ“¦ 190K Β· πŸ“‹ 230 - 33% open Β· ⏱️ 25.10.2021):

     git clone https://github.com/ipython/traitlets
    
  • PyPi (πŸ“₯ 19M / month Β· πŸ“¦ 28K Β· ⏱️ 25.10.2021):

     pip install traitlets
    
  • Conda (πŸ“₯ 9M Β· ⏱️ 26.10.2021):

     conda install -c conda-forge traitlets
    
Dynaconf (πŸ₯ˆ30 Β· ⭐ 2K) - Configuration Management for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 190 Β· πŸ“¦ 1.9K Β· πŸ“‹ 320 - 26% open Β· ⏱️ 18.11.2021):

     git clone https://github.com/rochacbruno/dynaconf
    
  • PyPi (πŸ“₯ 540K / month Β· πŸ“¦ 92 Β· ⏱️ 09.09.2021):

     pip install dynaconf
    
  • Conda (πŸ“₯ 3.9K Β· ⏱️ 13.09.2021):

     conda install -c conda-forge dynaconf
    
python-decouple (πŸ₯ˆ30 Β· ⭐ 2K) - Strict separation of config from code. MIT
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 140 Β· πŸ“₯ 4 Β· πŸ“¦ 52K Β· πŸ“‹ 73 - 10% open Β· ⏱️ 30.09.2021):

     git clone https://github.com/henriquebastos/python-decouple
    
  • PyPi (πŸ“₯ 640K / month Β· πŸ“¦ 6K Β· ⏱️ 30.09.2021):

     pip install python-decouple
    
  • Conda (πŸ“₯ 33K Β· ⏱️ 05.01.2021):

     conda install -c conda-forge python-decouple
    
omegaconf (πŸ₯‰28 Β· ⭐ 930) - Flexible Python configuration system. The last one you will ever need. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 56 Β· πŸ“¦ 2.4K Β· πŸ“‹ 410 - 10% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/omry/omegaconf
    
  • PyPi (πŸ“₯ 900K / month Β· πŸ“¦ 8 Β· ⏱️ 19.08.2021):

     pip install omegaconf
    
  • Conda (πŸ“₯ 440K Β· ⏱️ 13.11.2021):

     conda install -c conda-forge omegaconf
    
gin-config (πŸ₯‰27 Β· ⭐ 1.4K) - Gin provides a lightweight configuration framework for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 95 Β· πŸ“¦ 3.1K Β· πŸ“‹ 76 - 53% open Β· ⏱️ 04.11.2021):

     git clone https://github.com/google/gin-config
    
  • PyPi (πŸ“₯ 550K / month Β· πŸ“¦ 100 Β· ⏱️ 03.11.2021):

     pip install gin-config
    
hydra (πŸ₯‰22 Β· ⭐ 5.1K) - Hydra is a framework for elegantly configuring complex applications. MIT
  • GitHub (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 390 Β· πŸ“¦ 3 Β· πŸ“‹ 930 - 10% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/facebookresearch/hydra
    
  • PyPi (πŸ“₯ 6.9K / month Β· πŸ“¦ 6 Β· ⏱️ 03.08.2016):

     pip install hydra
    
  • Conda (πŸ“₯ 340K Β· ⏱️ 20.08.2021):

     conda install -c conda-forge hydra-core
    
Show 1 hidden projects...
  • configobj (πŸ₯‰28 Β· ⭐ 260 Β· πŸ’€) - Python 3+ compatible port of the configobj library. BSD-3

CLI Development

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click (πŸ₯‡37 Β· ⭐ 12K) - Python composable command line interface toolkit. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.2K Β· πŸ“¦ 660K Β· πŸ“‹ 1.3K - 5% open Β· ⏱️ 11.11.2021):

     git clone https://github.com/pallets/click
    
  • PyPi (πŸ“₯ 91M / month Β· πŸ“¦ 110K Β· ⏱️ 10.10.2021):

     pip install click
    
  • Conda (πŸ“₯ 11M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge click
    
colorama (πŸ₯‡34 Β· ⭐ 2.6K) - Simple cross-platform colored terminal text in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 190 Β· πŸ“¦ 270K Β· πŸ“‹ 230 - 52% open Β· ⏱️ 07.10.2021):

     git clone https://github.com/tartley/colorama
    
  • PyPi (πŸ“₯ 100M / month Β· πŸ“¦ 32K Β· ⏱️ 13.10.2020):

     pip install colorama
    
  • Conda (πŸ“₯ 6.5M Β· ⏱️ 16.10.2020):

     conda install -c conda-forge colorama
    
rich (πŸ₯ˆ33 Β· ⭐ 31K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 1K Β· πŸ“¦ 8.7K Β· πŸ“‹ 600 - 5% open Β· ⏱️ 20.11.2021):

     git clone https://github.com/willmcgugan/rich
    
  • PyPi (πŸ“₯ 2.6M / month Β· ⏱️ 24.11.2021):

     pip install rich
    
  • Conda (πŸ“₯ 500K Β· ⏱️ 17.11.2021):

     conda install -c conda-forge rich
    
python-prompt-toolkit (πŸ₯ˆ33 Β· ⭐ 7.4K) - Library for building powerful interactive command.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 580 Β· πŸ“‹ 970 - 48% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/prompt-toolkit/python-prompt-toolkit
    
  • PyPi (πŸ“₯ 21M / month Β· πŸ“¦ 6.2K Β· ⏱️ 03.10.2019):

     pip install prompt_toolkit
    
python-fire (πŸ₯ˆ32 Β· ⭐ 20K) - Python Fire is a library for automatically generating command.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 1.2K Β· πŸ“¦ 9.8K Β· πŸ“‹ 250 - 42% open Β· ⏱️ 17.06.2021):

     git clone https://github.com/google/python-fire
    
  • PyPi (πŸ“₯ 1.7M / month Β· πŸ“¦ 1.2K Β· ⏱️ 22.01.2021):

     pip install fire
    
  • Conda (πŸ“₯ 150K Β· ⏱️ 22.01.2021):

     conda install -c conda-forge fire
    
emoji (πŸ₯ˆ32 Β· ⭐ 1.4K Β· πŸ“‰) - emoji terminal output for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 230 Β· πŸ“¦ 29K Β· πŸ“‹ 110 - 12% open Β· ⏱️ 23.10.2021):

     git clone https://github.com/carpedm20/emoji
    
  • PyPi (πŸ“₯ 2.9M / month Β· πŸ“¦ 2K Β· ⏱️ 13.10.2021):

     pip install emoji
    
  • Conda (πŸ“₯ 17K Β· ⏱️ 13.10.2021):

     conda install -c conda-forge emoji
    
wcwidth (πŸ₯ˆ30 Β· ⭐ 250) - Python library that measures the width of unicode strings rendered to a.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 35 Β· πŸ“¦ 230K Β· πŸ“‹ 30 - 33% open Β· ⏱️ 28.09.2021):

     git clone https://github.com/jquast/wcwidth
    
  • PyPi (πŸ“₯ 18M / month Β· πŸ“¦ 25K Β· ⏱️ 23.06.2020):

     pip install wcwidth
    
  • Conda (πŸ“₯ 8.1M Β· ⏱️ 24.09.2020):

     conda install -c conda-forge wcwidth
    
ConfigArgParse (πŸ₯‰29 Β· ⭐ 550) - A drop-in replacement for argparse that allows options to also be.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 94 Β· πŸ“¦ 6.2K Β· πŸ“‹ 180 - 32% open Β· ⏱️ 06.10.2021):

     git clone https://github.com/bw2/ConfigArgParse
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 2.3K Β· ⏱️ 03.10.2021):

     pip install configargparse
    
  • Conda (πŸ“₯ 240K Β· ⏱️ 04.10.2021):

     conda install -c conda-forge configargparse
    
argcomplete (πŸ₯‰27 Β· ⭐ 1K) - Python and tab completion, better together. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 98 Β· πŸ“₯ 150 Β· πŸ“¦ 13K Β· πŸ“‹ 190 - 20% open Β· ⏱️ 14.11.2021):

     git clone https://github.com/kislyuk/argcomplete
    
  • PyPi (πŸ“₯ 16M / month Β· πŸ“¦ 2.8K Β· ⏱️ 19.04.2021):

     pip install argcomplete
    
  • Conda (πŸ“₯ 400K Β· ⏱️ 22.04.2021):

     conda install -c conda-forge argcomplete
    
asciimatics (πŸ₯‰26 Β· ⭐ 2.9K) - A cross platform package to do curses-like operations, plus.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 210 Β· πŸ“¦ 560 Β· πŸ“‹ 260 - 7% open Β· ⏱️ 26.09.2021):

     git clone https://github.com/peterbrittain/asciimatics
    
  • PyPi (πŸ“₯ 7.9K / month Β· πŸ“¦ 120 Β· ⏱️ 05.04.2021):

     pip install asciimatics
    
  • Conda (πŸ“₯ 80K Β· ⏱️ 15.11.2021):

     conda install -c conda-forge asciimatics
    
questionary (πŸ₯‰26 Β· ⭐ 760) - Python library to build pretty command line user prompts Easy to use.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 52 Β· πŸ“‹ 84 - 27% open Β· ⏱️ 13.11.2021):

     git clone https://github.com/tmbo/questionary
    
  • PyPi (πŸ“₯ 490K / month Β· πŸ“¦ 94 Β· ⏱️ 15.07.2021):

     pip install questionary
    
Typer (πŸ₯‰25 Β· ⭐ 6.6K) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 240 Β· πŸ“‹ 240 - 61% open Β· ⏱️ 30.08.2021):

     git clone https://github.com/tiangolo/typer
    
  • PyPi (πŸ“₯ 3.8M / month Β· ⏱️ 30.08.2021):

     pip install typer
    
cleo (πŸ₯‰25 Β· ⭐ 770) - Cleo allows you to create beautiful and testable command-line interfaces. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 46 Β· πŸ“‹ 68 - 60% open Β· ⏱️ 30.07.2021):

     git clone https://github.com/sdispater/cleo
    
  • PyPi (πŸ“₯ 4M / month Β· πŸ“¦ 150 Β· ⏱️ 30.07.2021):

     pip install cleo
    
  • Conda (πŸ“₯ 63K Β· ⏱️ 09.10.2020):

     conda install -c conda-forge cleo
    
bashplotlib (πŸ₯‰21 Β· ⭐ 1.6K Β· πŸ’€) - plotting in the terminal. MIT
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 84 Β· πŸ“¦ 140 Β· πŸ“‹ 28 - 60% open Β· ⏱️ 31.03.2021):

     git clone https://github.com/glamp/bashplotlib
    
  • PyPi (πŸ“₯ 3.8K / month Β· πŸ“¦ 48 Β· ⏱️ 06.02.2016):

     pip install bashplotlib
    
Show 5 hidden projects...
  • docopt (πŸ₯ˆ32 Β· ⭐ 7.5K Β· πŸ’€) - Pythonic command line arguments parser, that will make you smile. MIT
  • clint (πŸ₯‰28 Β· ⭐ 2.5K Β· πŸ’€) - Python Command-line Application Tools. ISC
  • blessings (πŸ₯‰28 Β· ⭐ 1.3K Β· πŸ’€) - A thin, practical wrapper around terminal capabilities in Python. MIT
  • docopt-ng (πŸ₯‰21 Β· ⭐ 59) - Humane command line arguments parser. Now with maintenance, typehints,.. MIT
  • colout (πŸ₯‰16 Β· ⭐ 1.1K Β· πŸ’€) - Color text streams with a polished command line interface. ❗️GPL-3.0

Development Tools

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πŸ”—Β best-of-python-dev ( ⭐ 370) - A ranked list of awesome python developer tools and libraries. Updated..


Data Caching

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cachetools (πŸ₯‡31 Β· ⭐ 1.1K) - Extensible memoizing collections and decorators. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 120 Β· πŸ“‹ 200 - 8% open Β· ⏱️ 11.10.2021):

     git clone https://github.com/tkem/cachetools
    
  • PyPi (πŸ“₯ 48M / month Β· πŸ“¦ 4.4K Β· ⏱️ 30.09.2021):

     pip install cachetools
    
  • Conda (πŸ“₯ 3.7M Β· ⏱️ 30.09.2021):

     conda install -c conda-forge cachetools
    
beaker (πŸ₯ˆ27 Β· ⭐ 480) - WSGI middleware for sessions and caching. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 130 Β· πŸ“¦ 3.1K Β· πŸ“‹ 120 - 55% open Β· ⏱️ 10.11.2021):

     git clone https://github.com/bbangert/beaker
    
  • PyPi (πŸ“₯ 290K / month Β· πŸ“¦ 2.6K Β· ⏱️ 26.08.2019):

     pip install beaker
    
  • Conda (πŸ“₯ 56K Β· ⏱️ 27.08.2019):

     conda install -c conda-forge beaker
    
pylibmc (πŸ₯ˆ27 Β· ⭐ 450) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 120 Β· πŸ“¦ 3.6K Β· πŸ“‹ 190 - 12% open Β· ⏱️ 26.10.2021):

     git clone https://github.com/lericson/pylibmc
    
  • PyPi (πŸ“₯ 140K / month Β· πŸ“¦ 4.7K Β· ⏱️ 15.08.2019):

     pip install pylibmc
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 07.11.2021):

     conda install -c conda-forge pylibmc
    
aiocache (πŸ₯‰25 Β· ⭐ 600 Β· πŸ’€) - Asyncio cache manager for redis, memcached and memory. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 92 Β· πŸ“¦ 590 Β· πŸ“‹ 250 - 18% open Β· ⏱️ 04.12.2020):

     git clone https://github.com/aio-libs/aiocache
    
  • PyPi (πŸ“₯ 87K / month Β· πŸ“¦ 120 Β· ⏱️ 31.07.2019):

     pip install aiocache
    
cachier (πŸ₯‰24 Β· ⭐ 390) - Persistent, stale-free, local and cross-machine caching for Python.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 45 Β· πŸ“¦ 200 Β· πŸ“‹ 49 - 40% open Β· ⏱️ 25.11.2021):

     git clone https://github.com/shaypal5/cachier
    
  • PyPi (πŸ“₯ 15K / month Β· πŸ“¦ 14 Β· ⏱️ 25.11.2021):

     pip install cachier
    
Show 1 hidden projects...
  • cached-property (πŸ₯ˆ30 Β· ⭐ 620 Β· πŸ’€) - A decorator for caching properties in classes. BSD-3

GUI Development

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πŸ”—Β best-of-web-python - Web UI ( ⭐ 1.4K) - Collection of libraries to implement web-based UIs.

kivy (πŸ₯‡34 Β· ⭐ 14K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 550 Β· πŸ”€ 2.8K Β· πŸ“₯ 24K Β· πŸ“¦ 5.7K Β· πŸ“‹ 4.5K - 20% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/kivy/kivy
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 870 Β· ⏱️ 09.12.2020):

     pip install kivy
    
  • Conda (πŸ“₯ 220K Β· ⏱️ 22.04.2021):

     conda install -c conda-forge kivy
    
PySimpleGUI (πŸ₯ˆ31 Β· ⭐ 8.8K) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 1.3K Β· πŸ“¦ 3.9K Β· πŸ“‹ 2.5K - 26% open Β· ⏱️ 19.11.2021):

     git clone https://github.com/PySimpleGUI/PySimpleGUI
    
  • PyPi (πŸ“₯ 81K / month Β· πŸ“¦ 82 Β· ⏱️ 07.11.2021):

     pip install pysimplegui
    
  • Conda (πŸ“₯ 43K Β· ⏱️ 09.11.2021):

     conda install -c conda-forge pysimplegui
    
DearPyGui (πŸ₯ˆ28 Β· ⭐ 6.5K Β· πŸ“ˆ) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 310 Β· πŸ“¦ 210 Β· πŸ“‹ 810 - 11% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/hoffstadt/DearPyGui
    
  • PyPi (πŸ“₯ 11K / month Β· ⏱️ 19.11.2021):

     pip install dearpygui
    
Eel (πŸ₯ˆ27 Β· ⭐ 4.7K) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 470 Β· πŸ“¦ 2.8K Β· πŸ“‹ 440 - 31% open Β· ⏱️ 19.10.2021):

     git clone https://github.com/ChrisKnott/Eel
    
  • PyPi (πŸ“₯ 43K / month Β· πŸ“¦ 70 Β· ⏱️ 17.08.2020):

     pip install eel
    
Gooey (πŸ₯‰26 Β· ⭐ 15K) - Turn (almost) any Python command line program into a full GUI application.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 770 Β· πŸ“₯ 150 Β· πŸ“¦ 460 Β· πŸ“‹ 500 - 17% open Β· ⏱️ 12.06.2021):

     git clone https://github.com/chriskiehl/Gooey
    
  • PyPi (πŸ“₯ 4.7K / month Β· πŸ“¦ 64 Β· ⏱️ 12.06.2021):

     pip install gooey
    
  • Conda (πŸ“₯ 41K Β· ⏱️ 13.06.2021):

     conda install -c conda-forge gooey
    
toga (πŸ₯‰26 Β· ⭐ 2.8K) - A Python native, OS native GUI toolkit. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 500 Β· πŸ“‹ 520 - 26% open Β· ⏱️ 20.11.2021):

     git clone https://github.com/beeware/toga
    
  • PyPi (πŸ“₯ 2K / month Β· πŸ“¦ 44 Β· ⏱️ 06.11.2021):

     pip install toga
    
flexx (πŸ₯‰26 Β· ⭐ 2.8K) - Write desktop and web apps in pure Python. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 250 Β· πŸ“¦ 95 Β· πŸ“‹ 430 - 18% open Β· ⏱️ 16.09.2021):

     git clone https://github.com/flexxui/flexx
    
  • PyPi (πŸ“₯ 700 / month Β· πŸ“¦ 36 Β· ⏱️ 16.09.2021):

     pip install flexx
    
  • Conda (πŸ“₯ 84K Β· ⏱️ 16.09.2021):

     conda install -c conda-forge flexx
    
enaml (πŸ₯‰23 Β· ⭐ 1.1K) - Declarative User Interfaces for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 120 Β· πŸ“₯ 46 Β· πŸ“¦ 190 Β· πŸ“‹ 220 - 20% open Β· ⏱️ 21.11.2021):

     git clone https://github.com/nucleic/enaml
    
  • PyPi (πŸ“₯ 3.2K / month Β· πŸ“¦ 140 Β· ⏱️ 21.11.2021):

     pip install enaml
    
  • Conda (πŸ“₯ 95K Β· ⏱️ 21.11.2021):

     conda install -c conda-forge enaml
    
Show 1 hidden projects...
  • Phoenix (πŸ₯‰17 Β· ⭐ 1.7K) - wxPython's Project Phoenix. A new implementation of wxPython,.. ❗Unlicensed

Computer & Machine Vision

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πŸ”—Β best-of-ml-python - Computer Vision ( ⭐ 5.9K) - Collection of computer vision and image processing..


Machine Learning & Data Engineering

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πŸ”—Β best-of-ml-python ( ⭐ 5.9K) - A ranked list of awesome machine learning Python libraries. Updated..


Text Data

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πŸ”—Β best-of-ml-python - NLP ( ⭐ 5.9K) - Collection of text processing and NLP libraries.

chardet (πŸ₯‡32 Β· ⭐ 1.6K) - Python character encoding detector. ❗️LGPL-2.1
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 220 Β· πŸ“‹ 120 - 50% open Β· ⏱️ 22.10.2021):

     git clone https://github.com/chardet/chardet
    
  • PyPi (πŸ“₯ 59M / month Β· πŸ“¦ 73K Β· ⏱️ 10.12.2020):

     pip install chardet
    
  • Conda (πŸ“₯ 15M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge chardet
    
humanize (πŸ₯ˆ30 Β· ⭐ 1.5K) - python humanize functions. MIT
  • GitHub (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 160 Β· πŸ“‹ 82 - 30% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/jmoiron/humanize
    
  • PyPi (πŸ“₯ 2.1M / month Β· πŸ“¦ 2.9K Β· ⏱️ 06.10.2021):

     pip install humanize
    
  • Conda (πŸ“₯ 200K Β· ⏱️ 06.10.2021):

     conda install -c conda-forge humanize
    
python-slugify (πŸ₯ˆ30 Β· ⭐ 1.1K) - Returns unicode slugs. MIT
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 86 Β· πŸ“¦ 22K Β· πŸ“‹ 51 - 3% open Β· ⏱️ 12.05.2021):

     git clone https://github.com/un33k/python-slugify
    
  • PyPi (πŸ“₯ 4.7M / month Β· πŸ“¦ 4.3K Β· ⏱️ 05.05.2021):

     pip install python-slugify
    
  • Conda (πŸ“₯ 610K Β· ⏱️ 06.05.2021):

     conda install -c conda-forge python-slugify
    
phonenumbers (πŸ₯ˆ28 Β· ⭐ 2.9K) - Python port of Google's libphonenumber. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 360 Β· πŸ“‹ 130 - 2% open Β· ⏱️ 11.11.2021):

     git clone https://github.com/daviddrysdale/python-phonenumbers
    
  • PyPi (πŸ“₯ 2.4M / month Β· πŸ“¦ 2.3K Β· ⏱️ 11.11.2021):

     pip install phonenumbers
    
  • Conda (πŸ“₯ 500K Β· ⏱️ 11.11.2021):

     conda install -c conda-forge phonenumbers
    
pyahocorasick (πŸ₯‰26 Β· ⭐ 660) - Python module (C extension and plain python) implementing Aho-.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 94 Β· πŸ“¦ 810 Β· πŸ“‹ 110 - 33% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/WojciechMula/pyahocorasick
    
  • PyPi (πŸ“₯ 330K / month Β· πŸ“¦ 100 Β· ⏱️ 27.03.2021):

     pip install pyahocorasick
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 13.10.2020):

     conda install -c conda-forge pyahocorasick
    
inflect (πŸ₯‰25 Β· ⭐ 590 Β· πŸ’€) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 66 Β· πŸ“‹ 90 - 30% open Β· ⏱️ 23.03.2021):

     git clone https://github.com/jaraco/inflect
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 1.4K Β· ⏱️ 03.03.2021):

     pip install inflect
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 02.11.2021):

     conda install -c conda-forge inflect
    
price-parser (πŸ₯‰20 Β· ⭐ 210 Β· πŸ’€) - Extract price amount and currency symbol from a raw text.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 34 Β· πŸ“¦ 120 Β· πŸ“‹ 27 - 70% open Β· ⏱️ 25.11.2020):

     git clone https://github.com/scrapinghub/price-parser
    
  • PyPi (πŸ“₯ 56K / month Β· ⏱️ 25.11.2020):

     pip install price-parser
    
Show 3 hidden projects...
  • awesome-slugify (πŸ₯‰23 Β· ⭐ 460 Β· πŸ’€) - Python flexible slugify function. ❗️GPL-3.0
  • coolname (πŸ₯‰20 Β· ⭐ 79 Β· πŸ’€) - Random Name and Slug Generator. BSD-2
  • millify (πŸ₯‰17 Β· ⭐ 48 Β· πŸ’€) - Convert long numbers into a human-readable format in Python. MIT

Web Development

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πŸ”—Β best-of-web-python ( ⭐ 1.4K) - A ranked list of awesome python libraries for web development. Updated..


Database Clients

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Libraries for connecting to, operating, and querying databases.

redis (πŸ₯‡38 Β· ⭐ 9.8K) - Redis Python Client. MIT
  • GitHub (πŸ‘¨β€πŸ’» 280 Β· πŸ”€ 2K Β· πŸ“¦ 130K Β· πŸ“‹ 960 - 5% open Β· ⏱️ 25.11.2021):

     git clone https://github.com/andymccurdy/redis-py
    
  • PyPi (πŸ“₯ 22M / month Β· πŸ“¦ 49K Β· ⏱️ 22.11.2021):

     pip install redis
    
boto3 (πŸ₯‡38 Β· ⭐ 6.9K) - AWS SDK for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.5K Β· πŸ“¦ 140K Β· πŸ“‹ 2.5K - 11% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/boto/boto3
    
  • PyPi (πŸ“₯ 210M / month Β· πŸ“¦ 23K Β· ⏱️ 24.11.2021):

     pip install boto3
    
  • Conda (πŸ“₯ 7.6M Β· ⏱️ 25.11.2021):

     conda install -c conda-forge boto3
    
SQLAlchemy (πŸ₯‡38 Β· ⭐ 4.5K) - The Database Toolkit for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 510 Β· πŸ”€ 740 Β· πŸ“₯ 32K Β· πŸ“¦ 330K Β· πŸ“‹ 6.4K - 3% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/sqlalchemy/sqlalchemy
    
  • PyPi (πŸ“₯ 42M / month Β· πŸ“¦ 84K Β· ⏱️ 11.11.2021):

     pip install SQLAlchemy
    
  • Conda (πŸ“₯ 5.7M Β· ⏱️ 11.11.2021):

     conda install -c conda-forge sqlalchemy
    
peewee (πŸ₯‡35 Β· ⭐ 8.8K) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 1.3K Β· πŸ“¦ 15K Β· πŸ“‹ 2.1K - 0% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/coleifer/peewee
    
  • PyPi (πŸ“₯ 540K / month Β· πŸ“¦ 6.5K Β· ⏱️ 28.10.2021):

     pip install peewee
    
  • Conda (πŸ“₯ 370K Β· ⏱️ 06.11.2021):

     conda install -c conda-forge peewee
    
pymongo (πŸ₯‡35 Β· ⭐ 3.5K) - PyMongo - the Python driver for MongoDB. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 1K Β· ⏱️ 24.11.2021):

     git clone https://github.com/mongodb/mongo-python-driver
    
  • PyPi (πŸ“₯ 14M / month Β· πŸ“¦ 36K Β· ⏱️ 19.10.2021):

     pip install pymongo
    
  • Conda (πŸ“₯ 520K Β· ⏱️ 30.10.2021):

     conda install -c conda-forge pymongo
    
kafka-python (πŸ₯‡34 Β· ⭐ 4.7K) - Python client for Apache Kafka. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 1.2K Β· πŸ“₯ 1.7K Β· πŸ“¦ 8.4K Β· πŸ“‹ 1.4K - 14% open Β· ⏱️ 03.08.2021):

     git clone https://github.com/dpkp/kafka-python
    
  • PyPi (πŸ“₯ 5.1M / month Β· πŸ“¦ 2K Β· ⏱️ 30.09.2020):

     pip install kafka-python
    
  • Conda (πŸ“₯ 260K Β· ⏱️ 30.09.2020):

     conda install -c conda-forge kafka-python
    
MongoEngine (πŸ₯‡34 Β· ⭐ 3.6K) - A Python Object-Document-Mapper for working with MongoDB. MIT
  • GitHub (πŸ‘¨β€πŸ’» 370 Β· πŸ”€ 1.2K Β· πŸ“¦ 15K Β· πŸ“‹ 1.6K - 22% open Β· ⏱️ 12.11.2021):

     git clone https://github.com/MongoEngine/mongoengine
    
  • PyPi (πŸ“₯ 720K / month Β· πŸ“¦ 6.7K Β· ⏱️ 04.05.2021):

     pip install mongoengine
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 17.12.2020):

     conda install -c conda-forge mongoengine
    
s3transfer (πŸ₯ˆ33 Β· ⭐ 130) - Amazon S3 Transfer Manager for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 83 Β· πŸ“¦ 91K Β· πŸ“‹ 66 - 56% open Β· ⏱️ 10.11.2021):

     git clone https://github.com/boto/s3transfer
    
  • PyPi (πŸ“₯ 190M / month Β· πŸ“¦ 7.9K Β· ⏱️ 15.07.2021):

     pip install s3transfer
    
  • Conda (πŸ“₯ 6.9M Β· ⏱️ 15.07.2021):

     conda install -c conda-forge s3transfer
    
PyMySQL (πŸ₯ˆ32 Β· ⭐ 6.7K) - Pure Python MySQL Client. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 1.3K Β· πŸ“¦ 99K Β· πŸ“‹ 590 - 3% open Β· ⏱️ 02.10.2021):

     git clone https://github.com/PyMySQL/PyMySQL
    
  • PyPi (πŸ“₯ 13M / month Β· πŸ“¦ 18K Β· ⏱️ 09.01.2021):

     pip install PyMySQL
    
  • Conda (πŸ“₯ 410K Β· ⏱️ 09.01.2021):

     conda install -c conda-forge pymysql
    
google-cloud-storage (πŸ₯ˆ32 Β· ⭐ 3.7K) - Google Cloud Client Library for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.4K Β· πŸ“‹ 3.4K - 0% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/googleapis/google-cloud-python
    
  • PyPi (πŸ“₯ 34M / month Β· πŸ“¦ 2.1K Β· ⏱️ 17.11.2021):

     pip install google-cloud-storage
    
  • Conda (πŸ“₯ 1M Β· ⏱️ 09.11.2021):

     conda install -c conda-forge google-cloud-storage
    
elasticsearch (πŸ₯ˆ32 Β· ⭐ 3.5K) - Official Elasticsearch client library for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 1.1K Β· πŸ“₯ 890 Β· πŸ“¦ 25K Β· πŸ“‹ 920 - 4% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/elastic/elasticsearch-py
    
  • PyPi (πŸ“₯ 9.1M / month Β· πŸ“¦ 11K Β· ⏱️ 10.11.2021):

     pip install elasticsearch
    
  • Conda (πŸ“₯ 470K Β· ⏱️ 10.11.2021):

     conda install -c conda-forge elasticsearch
    
Prometheus Client (πŸ₯ˆ32 Β· ⭐ 2.5K) - Prometheus instrumentation library for Python.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 590 Β· πŸ“‹ 380 - 10% open Β· ⏱️ 18.11.2021):

     git clone https://github.com/prometheus/client_python
    
  • PyPi (πŸ“₯ 25M / month Β· πŸ“¦ 3.7K Β· ⏱️ 20.06.2019):

     pip install prometheus_client
    
  • Conda (πŸ“₯ 4.4M Β· ⏱️ 29.10.2021):

     conda install -c conda-forge prometheus_client
    
Motor (πŸ₯ˆ32 Β· ⭐ 1.8K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 160 Β· πŸ“¦ 14K Β· ⏱️ 09.11.2021):

     git clone https://github.com/mongodb/motor
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 1.8K Β· ⏱️ 19.08.2021):

     pip install motor
    
  • Conda (πŸ“₯ 16K Β· ⏱️ 20.11.2020):

     conda install -c conda-forge motor
    
Cassandra Driver (πŸ₯ˆ32 Β· ⭐ 1.3K) - DataStax Python Driver for Apache Cassandra. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 460 Β· πŸ“¦ 3.3K Β· ⏱️ 23.11.2021):

     git clone https://github.com/datastax/python-driver
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 1.2K Β· ⏱️ 18.03.2021):

     pip install cassandra-driver
    
  • Conda (πŸ“₯ 94K Β· ⏱️ 07.11.2021):

     conda install -c conda-forge cassandra-driver
    
Elasticsearch DSL (πŸ₯ˆ31 Β· ⭐ 3.4K) - High level Python client for Elasticsearch. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 710 Β· πŸ“₯ 100 Β· πŸ“¦ 5.3K Β· πŸ“‹ 1.2K - 7% open Β· ⏱️ 12.08.2021):

     git clone https://github.com/elastic/elasticsearch-dsl-py
    
  • PyPi (πŸ“₯ 1.7M / month Β· πŸ“¦ 1.6K Β· ⏱️ 15.07.2021):

     pip install elasticsearch-dsl
    
azure-storage-blob (πŸ₯ˆ31 Β· ⭐ 2.3K) - This repository is for active development of the Azure SDK.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 370 Β· πŸ”€ 1.6K Β· πŸ“¦ 1.8K Β· πŸ“‹ 6K - 17% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/Azure/azure-sdk-for-python
    
  • PyPi (πŸ“₯ 31M / month Β· πŸ“¦ 380 Β· ⏱️ 08.11.2021):

     pip install azure-storage-blob
    
  • Conda (πŸ“₯ 320K Β· ⏱️ 20.09.2021):

     conda install -c conda-forge azure-storage-blob
    
pyodbc (πŸ₯ˆ31 Β· ⭐ 2.2K) - Python ODBC bridge. MIT
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 460 Β· πŸ“‹ 820 - 9% open Β· ⏱️ 19.08.2021):

     git clone https://github.com/mkleehammer/pyodbc
    
  • PyPi (πŸ“₯ 15M / month Β· πŸ“¦ 3.3K Β· ⏱️ 19.08.2021):

     pip install pyodbc
    
  • Conda (πŸ“₯ 560K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge pyodbc
    
SQLAlchemy-Utils (πŸ₯ˆ31 Β· ⭐ 840) - Various utility functions and datatypes for SQLAlchemy. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 260 Β· πŸ“¦ 12K Β· πŸ“‹ 350 - 54% open Β· ⏱️ 19.10.2021):

     git clone https://github.com/kvesteri/sqlalchemy-utils
    
  • PyPi (πŸ“₯ 2.5M / month Β· πŸ“¦ 3.4K Β· ⏱️ 19.10.2021):

     pip install sqlalchemy-utils
    
  • Conda (πŸ“₯ 340K Β· ⏱️ 19.10.2021):

     conda install -c conda-forge sqlalchemy-utils
    
python-bigquery (πŸ₯ˆ31 Β· ⭐ 320) - Google BigQuery API client library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 140 Β· πŸ“¦ 10K Β· πŸ“‹ 410 - 16% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/googleapis/python-bigquery
    
  • PyPi (πŸ“₯ 20M / month Β· πŸ“¦ 1.2K Β· ⏱️ 16.11.2021):

     pip install google-cloud-bigquery
    
confluent-kafka-python (πŸ₯ˆ30 Β· ⭐ 2.6K) - Confluent's Kafka Python Client. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 690 Β· πŸ“¦ 3K Β· πŸ“‹ 880 - 24% open Β· ⏱️ 30.09.2021):

     git clone https://github.com/confluentinc/confluent-kafka-python
    
  • PyPi (πŸ“₯ 4.5M / month Β· πŸ“¦ 300 Β· ⏱️ 12.05.2021):

     pip install confluent-kafka
    
PynamoDB (πŸ₯ˆ30 Β· ⭐ 1.8K) - A pythonic interface to Amazon's DynamoDB. MIT
  • GitHub (πŸ‘¨β€πŸ’» 92 Β· πŸ”€ 370 Β· πŸ“¦ 850 Β· πŸ“‹ 500 - 44% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/pynamodb/PynamoDB
    
  • PyPi (πŸ“₯ 930K / month Β· πŸ“¦ 240 Β· ⏱️ 29.06.2021):

     pip install pynamodb
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 29.06.2021):

     conda install -c conda-forge pynamodb
    
influxdb (πŸ₯ˆ30 Β· ⭐ 1.6K) - Python client for InfluxDB. MIT
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 490 Β· πŸ“¦ 4.9K Β· πŸ“‹ 510 - 26% open Β· ⏱️ 09.09.2021):

     git clone https://github.com/influxdata/influxdb-python
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 2.1K Β· ⏱️ 11.11.2020):

     pip install influxdb
    
  • Conda (πŸ“₯ 23K Β· ⏱️ 12.11.2020):

     conda install -c conda-forge influxdb
    
PyPika (πŸ₯ˆ30 Β· ⭐ 1.5K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 90 Β· πŸ”€ 190 Β· πŸ“¦ 930 Β· πŸ“‹ 340 - 28% open Β· ⏱️ 03.09.2021):

     git clone https://github.com/kayak/pypika
    
  • PyPi (πŸ“₯ 740K / month Β· πŸ“¦ 38 Β· ⏱️ 21.07.2021):

     pip install pypika
    
alembic (πŸ₯ˆ30 Β· ⭐ 1.1K) - A database migrations tool for SQLAlchemy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 120 Β· πŸ“¦ 87K Β· πŸ“‹ 840 - 10% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/sqlalchemy/alembic
    
  • PyPi (πŸ“₯ 21M / month Β· πŸ“¦ 21K Β· ⏱️ 11.11.2021):

     pip install alembic
    
  • Conda (πŸ“₯ 1M Β· ⏱️ 11.11.2021):

     conda install -c conda-forge alembic
    
dataset (πŸ₯‰29 Β· ⭐ 4.1K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 280 Β· πŸ“¦ 2.2K Β· πŸ“‹ 260 - 5% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/pudo/dataset
    
  • PyPi (πŸ“₯ 96K / month Β· πŸ“¦ 1K Β· ⏱️ 17.11.2021):

     pip install dataset
    
Databases (πŸ₯‰29 Β· ⭐ 2.6K) - Async database support for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 180 Β· πŸ“¦ 3.2K Β· πŸ“‹ 260 - 37% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/encode/databases
    
  • PyPi (πŸ“₯ 140K / month Β· πŸ“¦ 60 Β· ⏱️ 10.10.2021):

     pip install databases
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 15.11.2021):

     conda install -c conda-forge databases
    
mysqlclient (πŸ₯‰29 Β· ⭐ 2K) - MySQL database connector for Python (with Python 3 support). ❗️GPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 350 Β· πŸ“₯ 5.2K Β· πŸ“‹ 280 - 5% open Β· ⏱️ 17.11.2021):

     git clone https://github.com/PyMySQL/mysqlclient
    
  • PyPi (πŸ“₯ 3.4M / month Β· πŸ“¦ 14K Β· ⏱️ 18.11.2021):

     pip install mysqlclient
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 06.11.2021):

     conda install -c conda-forge mysqlclient
    
pygsheets (πŸ₯‰29 Β· ⭐ 1.2K) - Google Sheets Python API v4. MIT
  • GitHub (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 180 Β· πŸ“¦ 850 Β· πŸ“‹ 350 - 8% open Β· ⏱️ 06.10.2021):

     git clone https://github.com/nithinmurali/pygsheets
    
  • PyPi (πŸ“₯ 2.3M / month Β· πŸ“¦ 100 Β· ⏱️ 05.02.2021):

     pip install pygsheets
    
py2neo (πŸ₯‰29 Β· ⭐ 1K) - Py2neo is a comprehensive Neo4j driver library and toolkit for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 220 Β· πŸ“‹ 760 - 1% open Β· ⏱️ 14.10.2021):

     git clone https://github.com/py2neo-org/py2neo
    
  • PyPi (πŸ“₯ 86K / month Β· πŸ“¦ 1.1K Β· ⏱️ 14.10.2021):

     pip install py2neo
    
  • Conda (πŸ“₯ 41K Β· ⏱️ 14.10.2021):

     conda install -c conda-forge py2neo
    
s3fs (πŸ₯‰29 Β· ⭐ 500) - S3 Filesystem. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 170 Β· πŸ“¦ 5.8K Β· πŸ“‹ 300 - 23% open Β· ⏱️ 18.11.2021):

     git clone https://github.com/dask/s3fs
    
  • PyPi (πŸ“₯ 19M / month Β· πŸ“¦ 450 Β· ⏱️ 05.11.2021):

     pip install s3fs
    
  • Conda (πŸ“₯ 2.5M Β· ⏱️ 06.11.2021):

     conda install -c conda-forge s3fs
    
minio (πŸ₯‰29 Β· ⭐ 460) - MinIO Client SDK for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 200 Β· πŸ“¦ 2K Β· πŸ“‹ 440 - 0% open Β· ⏱️ 25.11.2021):

     git clone https://github.com/minio/minio-py
    
  • PyPi (πŸ“₯ 1M / month Β· πŸ“¦ 340 Β· ⏱️ 08.10.2021):

     pip install minio
    
  • Conda (πŸ“₯ 50K Β· ⏱️ 08.10.2021):

     conda install -c conda-forge minio
    
Records (πŸ₯‰28 Β· ⭐ 6.7K Β· πŸ’€) - SQL for Humans. ISC
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 560 Β· πŸ“¦ 830 Β· πŸ“‹ 140 - 42% open Β· ⏱️ 22.12.2020):

     git clone https://github.com/kennethreitz/records
    
  • PyPi (πŸ“₯ 250K / month Β· πŸ“¦ 300 Β· ⏱️ 21.02.2019):

     pip install records
    
  • Conda (πŸ“₯ 20K Β· ⏱️ 30.05.2021):

     conda install -c conda-forge records
    
libcloud (πŸ₯‰28 Β· ⭐ 1.8K) - Apache Libcloud is a Python library which hides differences between.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 890 Β· πŸ“¦ 2.1K Β· πŸ“‹ 150 - 41% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/apache/libcloud
    
  • PyPi (πŸ“₯ 97K / month Β· πŸ“¦ 1.5K Β· ⏱️ 15.11.2021):

     pip install apache-libcloud
    
Ibis (πŸ₯‰28 Β· ⭐ 1.6K) - A pandas-like deferred expression system, with first-class SQL support. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 290 Β· πŸ“‹ 1.7K - 35% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/ibis-project/ibis
    
  • PyPi (πŸ“₯ 160K / month Β· πŸ“¦ 48 Β· ⏱️ 06.10.2021):

     pip install ibis-framework
    
  • Conda (πŸ“₯ 210K Β· ⏱️ 04.11.2021):

     conda install -c conda-forge ibis-framework
    
redis-py-cluster (πŸ₯‰28 Β· ⭐ 1K) - Python cluster client for the official redis cluster. Redis 3.0+. MIT
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 290 Β· πŸ“₯ 2.8K Β· πŸ“¦ 990 Β· πŸ“‹ 270 - 10% open Β· ⏱️ 25.06.2021):

     git clone https://github.com/grokzen/redis-py-cluster
    
  • PyPi (πŸ“₯ 1.8M / month Β· πŸ“¦ 290 Β· ⏱️ 30.05.2021):

     pip install redis-py-cluster
    
pysolr (πŸ₯‰28 Β· ⭐ 600) - Pysolr Python Solr client. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 320 Β· πŸ“¦ 2.4K Β· πŸ“‹ 150 - 22% open Β· ⏱️ 02.11.2021):

     git clone https://github.com/django-haystack/pysolr
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 2.5K Β· ⏱️ 19.10.2021):

     pip install pysolr
    
  • Conda (πŸ“₯ 17K Β· ⏱️ 28.04.2020):

     conda install -c conda-forge pysolr
    
cx-Oracle (πŸ₯‰27 Β· ⭐ 780) - Python interface to Oracle Database conforming to the Python DB API.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 300 Β· πŸ“¦ 5.3K Β· πŸ“‹ 570 - 6% open Β· ⏱️ 04.11.2021):

     git clone https://github.com/oracle/python-cx_Oracle
    
  • PyPi (πŸ“₯ 2.9M / month Β· πŸ“¦ 140 Β· ⏱️ 04.11.2021):

     pip install cx-Oracle
    
pandas-gbq (πŸ₯‰27 Β· ⭐ 280) - Pandas Google BigQuery. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 98 Β· πŸ“₯ 250 Β· πŸ“¦ 3.1K Β· πŸ“‹ 220 - 22% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/pydata/pandas-gbq
    
  • PyPi (πŸ“₯ 9.4M / month Β· πŸ“¦ 430 Β· ⏱️ 08.11.2021):

     pip install pandas-gbq
    
  • Conda (πŸ“₯ 1.1M Β· ⏱️ 09.11.2021):

     conda install -c conda-forge pandas-gbq
    
tortoise-orm (πŸ₯‰25 Β· ⭐ 2.5K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 89 Β· πŸ”€ 230 Β· πŸ“₯ 9 Β· πŸ“‹ 630 - 39% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/tortoise/tortoise-orm
    
  • PyPi (πŸ“₯ 43K / month Β· πŸ“¦ 18 Β· ⏱️ 06.10.2021):

     pip install tortoise-orm
    
HappyBase (πŸ₯‰25 Β· ⭐ 580 Β· πŸ’€) - A developer-friendly Python library to interact with Apache HBase. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 150 Β· πŸ“¦ 560 Β· πŸ“‹ 210 - 14% open Β· ⏱️ 08.02.2021):

     git clone https://github.com/python-happybase/happybase
    
  • PyPi (πŸ“₯ 98K / month Β· πŸ“¦ 420 Β· ⏱️ 14.05.2019):

     pip install happybase
    
  • Conda (πŸ“₯ 69K Β· ⏱️ 01.07.2019):

     conda install -c conda-forge happybase
    
cloudant (πŸ₯‰25 Β· ⭐ 170) - A Python library for Cloudant and CouchDB. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 50 Β· πŸ“¦ 1.6K Β· πŸ“‹ 250 - 0% open Β· ⏱️ 26.08.2021):

     git clone https://github.com/cloudant/python-cloudant
    
  • PyPi (πŸ“₯ 44K / month Β· πŸ“¦ 530 Β· ⏱️ 26.08.2021):

     pip install cloudant
    
  • Conda (πŸ“₯ 87K Β· ⏱️ 26.08.2021):

     conda install -c conda-forge cloudant
    
Pony (πŸ₯‰24 Β· ⭐ 2.7K Β· πŸ’€) - Pony Object Relational Mapper. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 200 Β· πŸ“¦ 2.2K Β· πŸ“‹ 580 - 46% open Β· ⏱️ 28.02.2021):

     git clone https://github.com/ponyorm/pony
    
  • PyPi (πŸ“₯ 52K / month Β· πŸ“¦ 540 Β· ⏱️ 23.11.2020):

     pip install pony
    
  • Conda (πŸ“₯ 58K Β· ⏱️ 16.11.2021):

     conda install -c conda-forge pony
    
AWS Data Wrangler (πŸ₯‰24 Β· ⭐ 2.3K) - Pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 pandas
  • GitHub (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 370 Β· πŸ“₯ 110K Β· πŸ“‹ 540 - 6% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/awslabs/aws-data-wrangler
    
  • PyPi (πŸ“₯ 3.6M / month Β· ⏱️ 18.10.2021):

     pip install awswrangler
    
gino (πŸ₯‰24 Β· ⭐ 2.3K) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 130 Β· πŸ“‹ 300 - 13% open Β· ⏱️ 06.10.2021):

     git clone https://github.com/python-gino/gino
    
  • PyPi (πŸ“₯ 28K / month Β· πŸ“¦ 34 Β· ⏱️ 15.11.2020):

     pip install gino
    
neo4j-driver (πŸ₯‰24 Β· ⭐ 660) - Neo4j Bolt driver for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 140 Β· πŸ“‹ 180 - 1% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/neo4j/neo4j-python-driver
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 380 Β· ⏱️ 05.11.2021):

     pip install neo4j-driver
    
umongo (πŸ₯‰24 Β· ⭐ 380) - sync/async MongoDB ODM, yes. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 62 Β· πŸ“¦ 2K Β· πŸ“‹ 190 - 21% open Β· ⏱️ 16.10.2021):

     git clone https://github.com/Scille/umongo
    
  • PyPi (πŸ“₯ 18K / month Β· πŸ“¦ 20 Β· ⏱️ 16.10.2021):

     pip install umongo
    
piccolos (πŸ₯‰23 Β· ⭐ 600) - A fast, user friendly ORM and query builder which supports asyncio. MIT
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 34 Β· πŸ“¦ 35 Β· πŸ“‹ 130 - 30% open Β· ⏱️ 25.11.2021):

     git clone https://github.com/piccolo-orm/piccolo
    
  • PyPi (πŸ“₯ 4K / month Β· πŸ“¦ 4 Β· ⏱️ 25.11.2021):

     pip install piccolo
    
Queries (πŸ₯‰22 Β· ⭐ 240) - PostgreSQL database access simplified. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 30 Β· πŸ“¦ 100 Β· πŸ“‹ 20 - 35% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/gmr/queries
    
  • PyPi (πŸ“₯ 2.9K / month Β· πŸ“¦ 50 Β· ⏱️ 16.11.2021):

     pip install queries
    
pyhdb (πŸ₯‰21 Β· ⭐ 300) - SAP HANA Connector in pure Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 130 Β· πŸ“₯ 80 Β· πŸ“‹ 140 - 35% open Β· ⏱️ 04.05.2021):

     git clone https://github.com/SAP/pyhdb
    
  • PyPi (πŸ“₯ 400K / month Β· πŸ“¦ 30 Β· ⏱️ 16.02.2018):

     pip install pyhdb
    
filedepot (πŸ₯‰21 Β· ⭐ 130) - Toolkit for storing files and attachments in web applications. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 36 Β· πŸ“¦ 410 Β· πŸ“‹ 39 - 15% open Β· ⏱️ 21.09.2021):

     git clone https://github.com/amol-/depot
    
  • PyPi (πŸ“₯ 3.6K / month Β· πŸ“¦ 88 Β· ⏱️ 27.07.2020):

     pip install filedepot
    
ODMantic (πŸ₯‰19 Β· ⭐ 430) - Async ODM (Object Document Mapper) for MongoDB based on python type hints. ISC
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 41 Β· πŸ“‹ 90 - 54% open Β· ⏱️ 05.07.2021):

     git clone https://github.com/art049/odmantic
    
  • PyPi (πŸ“₯ 10K / month Β· ⏱️ 11.05.2021):

     pip install odmantic
    
gsheets-db-api (πŸ₯‰19 Β· ⭐ 160 Β· πŸ’€) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 13 Β· πŸ“¦ 120 Β· πŸ“‹ 13 - 61% open Β· ⏱️ 17.02.2021):

     git clone https://github.com/betodealmeida/gsheets-db-api
    
  • PyPi (πŸ“₯ 23K / month Β· πŸ“¦ 3 Β· ⏱️ 04.12.2020):

     pip install gsheetsdb
    
PugSQL (πŸ₯‰17 Β· ⭐ 470 Β· πŸ’€) - A HugSQL-inspired database library for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 18 Β· πŸ“‹ 35 - 42% open Β· ⏱️ 31.03.2021):

     git clone https://github.com/mcfunley/pugsql
    
  • PyPi (πŸ“₯ 2.6K / month Β· πŸ“¦ 1 Β· ⏱️ 13.09.2020):

     pip install pugsql
    
psycopg3 (πŸ₯‰13 Β· ⭐ 520) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 38 Β· πŸ“‹ 81 - 22% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/psycopg/psycopg3
    
Show 7 hidden projects...
  • psycopg2 (πŸ₯‡35 Β· ⭐ 2.4K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution
  • mongo-connector (πŸ₯‰26 Β· ⭐ 1.8K Β· πŸ’€) - MongoDB data stream pipeline tools by YouGov (adopted.. Apache-2
  • google-cloud-bigtable (πŸ₯‰25 Β· ⭐ 21) - Google Cloud Bigtable API client library. Apache-2
  • PyMODM (πŸ₯‰22 Β· ⭐ 330 Β· πŸ’€) - A Pythonic, object-oriented interface for working with MongoDB. Apache-2
  • db.py (πŸ₯‰21 Β· ⭐ 1.2K Β· πŸ’€) - db.py is an easier way to interact with your databases. BSD-2
  • lazydata (πŸ₯‰17 Β· ⭐ 630 Β· πŸ’€) - Lazydata: Scalable data dependencies for Python projects. Apache-2
  • SuperSQLite (πŸ₯‰16 Β· ⭐ 680 Β· πŸ’€) - A supercharged SQLite library for Python. MIT

Data Loading & Extraction

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Libraries for loading, collecting, and extracting data from a variety of data sources and formats.

Faker (πŸ₯‡37 Β· ⭐ 13K) - Faker is a Python package that generates fake data for you. MIT
  • GitHub (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 1.5K Β· πŸ“¦ 43K Β· πŸ“‹ 560 - 28% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/joke2k/faker
    
  • PyPi (πŸ“₯ 5.1M / month Β· πŸ“¦ 4.7K Β· ⏱️ 22.11.2021):

     pip install Faker
    
  • Conda (πŸ“₯ 520K Β· ⏱️ 23.11.2021):

     conda install -c conda-forge faker
    
Datasets (πŸ₯‡34 Β· ⭐ 11K) - The largest hub of ready-to-use datasets for ML models with fast,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 340 Β· πŸ”€ 1.3K Β· πŸ“¦ 2.2K Β· πŸ“‹ 1.2K - 37% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/huggingface/datasets
    
  • PyPi (πŸ“₯ 520K / month Β· πŸ“¦ 18 Β· ⏱️ 02.11.2021):

     pip install datasets
    
Tablib (πŸ₯‡32 Β· ⭐ 4K) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 570 Β· πŸ“¦ 12K Β· πŸ“‹ 240 - 13% open Β· ⏱️ 04.11.2021):

     git clone https://github.com/jazzband/tablib
    
  • PyPi (πŸ“₯ 1M / month Β· πŸ“¦ 2.4K Β· ⏱️ 26.10.2021):

     pip install tablib
    
  • Conda (πŸ“₯ 68K Β· ⏱️ 26.10.2021):

     conda install -c conda-forge tablib
    
python-magic (πŸ₯‡32 Β· ⭐ 2K) - A python wrapper for libmagic. MIT
  • GitHub (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 240 Β· πŸ“¦ 21K Β· πŸ“‹ 170 - 16% open Β· ⏱️ 23.10.2021):

     git clone https://github.com/ahupp/python-magic
    
  • PyPi (πŸ“₯ 3.2M / month Β· πŸ“¦ 5.1K Β· ⏱️ 03.06.2021):

     pip install python-magic
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge python-magic
    
xlrd (πŸ₯‡32 Β· ⭐ 1.9K) - Please use openpyxl where you can... BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 420 Β· πŸ“¦ 85K Β· ⏱️ 21.08.2021):

     git clone https://github.com/python-excel/xlrd
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 14K Β· ⏱️ 11.12.2020):

     pip install xlrd
    
  • Conda (πŸ“₯ 1.9M Β· ⏱️ 09.01.2021):

     conda install -c conda-forge xlrd
    
smart-open (πŸ₯ˆ30 Β· ⭐ 2.3K) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT
  • GitHub (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 300 Β· πŸ“‹ 340 - 19% open Β· ⏱️ 10.10.2021):

     git clone https://github.com/RaRe-Technologies/smart_open
    
  • PyPi (πŸ“₯ 15M / month Β· πŸ“¦ 640 Β· ⏱️ 28.08.2021):

     pip install smart-open
    
xlwings (πŸ₯ˆ30 Β· ⭐ 2.2K Β· πŸ“‰) - xlwings is a BSD-licensed Python library that makes it easy to call.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 390 Β· πŸ“₯ 27K Β· πŸ“¦ 20K Β· πŸ“‹ 1.4K - 22% open Β· ⏱️ 21.11.2021):

     git clone https://github.com/xlwings/xlwings
    
  • PyPi (πŸ“₯ 620K / month Β· πŸ“¦ 1.1K Β· ⏱️ 01.09.2020):

     pip install xlwings
    
  • Conda (πŸ“₯ 380K Β· ⏱️ 21.11.2021):

     conda install -c conda-forge xlwings
    
csvkit (πŸ₯ˆ29 Β· ⭐ 4.8K) - A suite of utilities for converting to and working with CSV, the king of.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 560 Β· πŸ“¦ 960 Β· πŸ“‹ 840 - 7% open Β· ⏱️ 08.10.2021):

     git clone https://github.com/wireservice/csvkit
    
  • PyPi (πŸ“₯ 48K / month Β· πŸ“¦ 700 Β· ⏱️ 13.07.2021):

     pip install csvkit
    
  • Conda (πŸ“₯ 57K Β· ⏱️ 13.07.2021):

     conda install -c conda-forge csvkit
    
textract (πŸ₯ˆ28 Β· ⭐ 3.2K) - extract text from any document. no muss. no fuss. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 460 Β· πŸ“‹ 210 - 40% open Β· ⏱️ 21.08.2021):

     git clone https://github.com/deanmalmgren/textract
    
  • PyPi (πŸ“₯ 71K / month Β· πŸ“¦ 190 Β· ⏱️ 21.08.2021):

     pip install textract
    
  • Conda (πŸ“₯ 13K Β· ⏱️ 22.08.2021):

     conda install -c conda-forge textract
    
snorkel (πŸ₯ˆ27 Β· ⭐ 4.9K) - A system for quickly generating training data with weak supervision. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 800 Β· πŸ“₯ 900 Β· πŸ“¦ 130 Β· πŸ“‹ 970 - 3% open Β· ⏱️ 19.11.2021):

     git clone https://github.com/snorkel-team/snorkel
    
  • PyPi (πŸ“₯ 54K / month Β· πŸ“¦ 8 Β· ⏱️ 19.11.2021):

     pip install snorkel
    
  • Conda (πŸ“₯ 23K Β· ⏱️ 23.11.2021):

     conda install -c conda-forge snorkel
    
pandas-datareader (πŸ₯ˆ27 Β· ⭐ 2.2K) - Extract data from a wide range of Internet sources into a.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 540 Β· πŸ“‹ 480 - 18% open Β· ⏱️ 07.08.2021):

     git clone https://github.com/pydata/pandas-datareader
    
  • PyPi (πŸ“₯ 270K / month Β· πŸ“¦ 1.4K Β· ⏱️ 13.07.2021):

     pip install pandas-datareader
    
  • Conda (πŸ“₯ 150K Β· ⏱️ 14.07.2021):

     conda install -c conda-forge pandas-datareader
    
gdown (πŸ₯‰26 Β· ⭐ 1.5K) - Download a large file from Google Drive (curl/wget fails because of the.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 140 Β· πŸ“¦ 5.6K Β· πŸ“‹ 68 - 10% open Β· ⏱️ 20.10.2021):

     git clone https://github.com/wkentaro/gdown
    
  • PyPi (πŸ“₯ 220K / month Β· πŸ“¦ 52 Β· ⏱️ 20.10.2021):

     pip install gdown
    
  • Conda (πŸ“₯ 39K Β· ⏱️ 21.10.2021):

     conda install -c conda-forge gdown
    
Intake (πŸ₯‰26 Β· ⭐ 660) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 110 Β· πŸ“¦ 320 Β· πŸ“‹ 290 - 27% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/intake/intake
    
  • PyPi (πŸ“₯ 14K / month Β· πŸ“¦ 74 Β· ⏱️ 11.10.2021):

     pip install intake
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 11.10.2021):

     conda install -c conda-forge intake
    
Singer (πŸ₯‰24 Β· ⭐ 900 Β· πŸ’€) - Standard for moving data between databases, web APIs, files,.. ❗️AGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 120 Β· πŸ“‹ 38 - 52% open Β· ⏱️ 29.04.2021):

     git clone https://github.com/singer-io/getting-started
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 300 Β· ⏱️ 08.09.2021):

     pip install singer-python
    
deepdish (πŸ₯‰24 Β· ⭐ 230) - Flexible HDF5 saving/loading and other data science tools from the.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 53 Β· πŸ“¦ 520 Β· πŸ“‹ 39 - 38% open Β· ⏱️ 23.09.2021):

     git clone https://github.com/uchicago-cs/deepdish
    
  • PyPi (πŸ“₯ 53K / month Β· πŸ“¦ 90 Β· ⏱️ 24.09.2021):

     pip install deepdish
    
  • Conda (πŸ“₯ 62K Β· ⏱️ 24.09.2021):

     conda install -c conda-forge deepdish
    
camelot (πŸ₯‰23 Β· ⭐ 1.3K) - A Python library to extract tabular data from PDFs. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 250 Β· πŸ“‹ 210 - 60% open Β· ⏱️ 11.07.2021):

     git clone https://github.com/camelot-dev/camelot
    
  • PyPi (πŸ“₯ 3.3K / month Β· πŸ“¦ 10 Β· ⏱️ 11.04.2013):

     pip install camelot
    
SDV (πŸ₯‰23 Β· ⭐ 580) - Synthetic Data Generation for tabular, relational and time series data. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 100 Β· πŸ“¦ 40 Β· πŸ“‹ 400 - 33% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/sdv-dev/SDV
    
  • PyPi (πŸ“₯ 16K / month Β· ⏱️ 22.11.2021):

     pip install sdv
    
tabulator-py (πŸ₯‰22 Β· ⭐ 220 Β· πŸ’€) - Python library for reading and writing tabular data via streams. MIT
  • GitHub (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 44 Β· πŸ“¦ 650 Β· ⏱️ 22.03.2021):

     git clone https://github.com/frictionlessdata/tabulator-py
    
  • PyPi (πŸ“₯ 320K / month Β· πŸ“¦ 100 Β· ⏱️ 21.03.2021):

     pip install tabulator
    
  • Conda (πŸ“₯ 45K Β· ⏱️ 24.07.2018):

     conda install -c conda-forge tabulator-py
    
rows (πŸ₯‰21 Β· ⭐ 780) - A common, beautiful interface to tabular data, no matter the format. ❗️LGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 140 Β· πŸ“₯ 37 Β· πŸ“¦ 130 Β· πŸ“‹ 310 - 51% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/turicas/rows
    
  • PyPi (πŸ“₯ 2.1K / month Β· πŸ“¦ 52 Β· ⏱️ 14.02.2019):

     pip install rows
    
datatest (πŸ₯‰20 Β· ⭐ 250 Β· πŸ’€) - Tools for test driven data-wrangling and data validation. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 11 Β· πŸ“¦ 56 Β· πŸ“‹ 52 - 19% open Β· ⏱️ 26.04.2021):

     git clone https://github.com/shawnbrown/datatest
    
  • PyPi (πŸ“₯ 6.9K / month Β· πŸ“¦ 2 Β· ⏱️ 04.01.2021):

     pip install datatest
    
csvs-to-sqlite (πŸ₯‰18 Β· ⭐ 660) - Convert CSV files into a SQLite database. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 50 Β· πŸ“‹ 63 - 53% open Β· ⏱️ 18.11.2021):

     git clone https://github.com/simonw/csvs-to-sqlite
    
  • PyPi (πŸ“₯ 2.9K / month Β· πŸ“¦ 8 Β· ⏱️ 18.11.2021):

     pip install csvs-to-sqlite
    
Show 6 hidden projects...
  • xmltodict (πŸ₯‡32 Β· ⭐ 4.6K Β· πŸ’€) - Python module that makes working with XML feel like you are.. MIT
  • PDFMiner (πŸ₯ˆ27 Β· ⭐ 4.7K Β· πŸ’€) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT
  • messytables (πŸ₯‰23 Β· ⭐ 380 Β· πŸ’€) - Tools for parsing messy tabular data. This is now superseded by.. MIT
  • openpyxl (πŸ₯‰23 Β· ⭐ 30) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT
  • pyexcel-xlsx (πŸ₯‰22 Β· ⭐ 94 Β· πŸ’€) - A wrapper library to read, manipulate and write data in xlsx.. BSD-3
  • excalibur (πŸ₯‰18 Β· ⭐ 1K Β· πŸ’€) - A web interface to extract tabular data from PDFs. MIT

File Formats

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PyYAML (πŸ₯‡35 Β· ⭐ 1.7K) - Canonical source repository for PyYAML. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 350 Β· πŸ“¦ 400K Β· πŸ“‹ 430 - 47% open Β· ⏱️ 13.10.2021):

     git clone https://github.com/yaml/pyyaml
    
  • PyPi (πŸ“₯ 130M / month Β· πŸ“¦ 110K Β· ⏱️ 13.10.2021):

     pip install pyyaml
    
  • Conda (πŸ“₯ 15M Β· ⏱️ 05.11.2021):

     conda install -c conda-forge pyyaml
    
XlsxWriter (πŸ₯‰34 Β· ⭐ 2.7K) - A Python module for creating Excel XLSX files. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 550 Β· πŸ“¦ 41K Β· πŸ“‹ 740 - 1% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/jmcnamara/XlsxWriter
    
  • PyPi (πŸ“₯ 7.9M / month Β· πŸ“¦ 6.2K Β· ⏱️ 01.11.2021):

     pip install xlsxwriter
    
  • Conda (πŸ“₯ 1.5M Β· ⏱️ 01.11.2021):

     conda install -c conda-forge xlsxwriter
    
Show 1 hidden projects...
  • jmespath (πŸ₯‰31 Β· ⭐ 1.5K Β· πŸ’€) - JMESPath is a query language for JSON. MIT

Code Inspection

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deepdiff (πŸ₯‡31 Β· ⭐ 1.2K Β· πŸ“ˆ) - Deep Difference and search of any Python object/data. MIT
  • GitHub (πŸ‘¨β€πŸ’» 57 Β· πŸ”€ 150 Β· πŸ“¦ 2.6K Β· πŸ“‹ 170 - 18% open Β· ⏱️ 13.10.2021):

     git clone https://github.com/seperman/deepdiff
    
  • PyPi (πŸ“₯ 3.4M / month Β· πŸ“¦ 820 Β· ⏱️ 13.10.2021):

     pip install deepdiff
    
  • Conda (πŸ“₯ 66K Β· ⏱️ 18.11.2021):

     conda install -c conda-forge deepdiff
    
typing_inspect (πŸ₯ˆ24 Β· ⭐ 230) - Runtime inspection utilities for Python typing module. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 20 Β· πŸ“‹ 44 - 34% open Β· ⏱️ 25.10.2021):

     git clone https://github.com/ilevkivskyi/typing_inspect
    
  • PyPi (πŸ“₯ 16M / month Β· πŸ“¦ 80 Β· ⏱️ 07.06.2021):

     pip install typing_inspect
    
  • Conda (πŸ“₯ 490K Β· ⏱️ 09.06.2021):

     conda install -c conda-forge typing_inspect
    
Show 2 hidden projects...
  • entrypoints (πŸ₯ˆ24 Β· ⭐ 67 Β· πŸ’€) - Discover and load entry points from installed packages. MIT
  • importlib-resources (πŸ₯‰20 Β· ⭐ 20) - Read resources from Python packages. Apache-2

General Utilities

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more-itertools (πŸ₯‡35 Β· ⭐ 2.2K) - More routines for operating on iterables, beyond itertools. MIT
  • GitHub (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 190 Β· πŸ“₯ 2.4K Β· πŸ“¦ 120K Β· πŸ“‹ 190 - 4% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/more-itertools/more-itertools
    
  • PyPi (πŸ“₯ 14M / month Β· πŸ“¦ 15K Β· ⏱️ 24.11.2021):

     pip install more-itertools
    
  • Conda (πŸ“₯ 8.2M Β· ⏱️ 24.11.2021):

     conda install -c conda-forge more-itertools
    
toolz (πŸ₯‡34 Β· ⭐ 3.7K) - A functional standard library for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 230 Β· πŸ“¦ 50K Β· πŸ“‹ 240 - 43% open Β· ⏱️ 06.11.2021):

     git clone https://github.com/pytoolz/toolz
    
  • PyPi (πŸ“₯ 14M / month Β· πŸ“¦ 5.5K Β· ⏱️ 06.11.2021):

     pip install toolz
    
  • Conda (πŸ“₯ 5.5M Β· ⏱️ 06.11.2021):

     conda install -c conda-forge toolz
    
attrs (πŸ₯ˆ32 Β· ⭐ 3.7K) - Python Classes Without Boilerplate. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 270 Β· πŸ“¦ 310K Β· πŸ“‹ 510 - 20% open Β· ⏱️ 25.11.2021):

     git clone https://github.com/python-attrs/attrs
    
  • PyPi (πŸ“₯ 82M / month Β· πŸ“¦ 28K Β· ⏱️ 07.05.2021):

     pip install attrs
    
  • Conda (πŸ“₯ 12M Β· ⏱️ 07.05.2021):

     conda install -c conda-forge attrs
    
boltons (πŸ₯ˆ30 Β· ⭐ 5.7K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 310 Β· πŸ“₯ 23 Β· πŸ“¦ 1.8K Β· πŸ“‹ 130 - 31% open Β· ⏱️ 11.10.2021):

     git clone https://github.com/mahmoud/boltons
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 490 Β· ⏱️ 17.05.2021):

     pip install boltons
    
  • Conda (πŸ“₯ 520K Β· ⏱️ 27.05.2021):

     conda install -c conda-forge boltons
    
tenacity (πŸ₯ˆ30 Β· ⭐ 3.4K) - Retrying library for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 180 Β· πŸ“‹ 180 - 31% open Β· ⏱️ 04.10.2021):

     git clone https://github.com/jd/tenacity
    
  • PyPi (πŸ“₯ 21M / month Β· πŸ“¦ 790 Β· ⏱️ 12.07.2021):

     pip install tenacity
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 12.07.2021):

     conda install -c conda-forge tenacity
    
funcy (πŸ₯ˆ29 Β· ⭐ 2.7K) - A fancy and practical functional tools. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 120 Β· πŸ“¦ 3.9K Β· πŸ“‹ 66 - 6% open Β· ⏱️ 11.11.2021):

     git clone https://github.com/Suor/funcy
    
  • PyPi (πŸ“₯ 710K / month Β· πŸ“¦ 860 Β· ⏱️ 10.05.2021):

     pip install funcy
    
  • Conda (πŸ“₯ 160K Β· ⏱️ 10.05.2021):

     conda install -c conda-forge funcy
    
python-dependency-injector (πŸ₯ˆ29 Β· ⭐ 1.7K) - Dependency injection framework for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 110 Β· πŸ“¦ 700 Β· πŸ“‹ 360 - 12% open Β· ⏱️ 01.11.2021):

     git clone https://github.com/ets-labs/python-dependency-injector
    
  • PyPi (πŸ“₯ 460K / month Β· πŸ“¦ 10 Β· ⏱️ 01.11.2021):

     pip install dependency-injector
    
natsort (πŸ₯‰28 Β· ⭐ 580) - Simple yet flexible natural sorting in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 32 Β· πŸ“¦ 8.8K Β· ⏱️ 03.11.2021):

     git clone https://github.com/SethMMorton/natsort
    
  • PyPi (πŸ“₯ 2.1M / month Β· πŸ“¦ 1.2K Β· ⏱️ 03.11.2021):

     pip install natsort
    
  • Conda (πŸ“₯ 490K Β· ⏱️ 03.11.2021):

     conda install -c conda-forge natsort
    
returns (πŸ₯‰26 Β· ⭐ 2K) - Make your functions return something meaningful, typed, and safe!. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 84 Β· πŸ“¦ 120 Β· πŸ“‹ 370 - 14% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/dry-python/returns
    
  • PyPi (πŸ“₯ 16K / month Β· πŸ“¦ 2 Β· ⏱️ 05.10.2021):

     pip install returns
    
pinject (πŸ₯‰23 Β· ⭐ 1.3K Β· πŸ’€) - A pythonic dependency injection library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 92 Β· πŸ“¦ 81 Β· πŸ“‹ 37 - 72% open Β· ⏱️ 23.03.2021):

     git clone https://github.com/google/pinject
    
  • PyPi (πŸ“₯ 81K / month Β· πŸ“¦ 26 Β· ⏱️ 23.03.2021):

     pip install pinject
    
ubelt (πŸ₯‰22 Β· ⭐ 580) - A Python utility belt containing simple tools, a stdlib like feel, and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 43 Β· πŸ“¦ 930 Β· πŸ“‹ 7 - 14% open Β· ⏱️ 24.08.2021):

     git clone https://github.com/Erotemic/ubelt
    
  • PyPi (πŸ“₯ 32K / month Β· πŸ“¦ 22 Β· ⏱️ 24.08.2021):

     pip install ubelt
    
Show 4 hidden projects...
  • retrying (πŸ₯‰26 Β· ⭐ 1.7K Β· πŸ’€) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2
  • ratelimit (πŸ₯‰24 Β· ⭐ 440 Β· πŸ’€) - API Rate Limit Decorator. MIT
  • pampy (πŸ₯‰23 Β· ⭐ 3.4K Β· πŸ’€) - Pampy: The Pattern Matching for Python you always dreamed of. MIT
  • CommonRegex (πŸ₯‰21 Β· ⭐ 1.5K Β· πŸ’€) - A collection of common regular expressions bundled with an easy.. MIT

Python Implementations

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cpython (πŸ₯‡25 Β· ⭐ 41K) - The Python programming language. MIT
  • GitHub (πŸ‘¨β€πŸ’» 1.9K Β· πŸ”€ 21K Β· ⏱️ 25.11.2021):

     git clone https://github.com/python/cpython
    
  • PyPi (πŸ“₯ 10K / month Β· ⏱️ 22.07.2020):

     pip install cpython
    
pyston (πŸ₯ˆ23 Β· ⭐ 1.8K) - A faster and highly-compatible implementation of the Python.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1K Β· πŸ”€ 58 Β· πŸ“₯ 6K Β· πŸ“‹ 44 - 27% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/pyston/pyston
    
Show 4 hidden projects...
  • micropython (πŸ₯ˆ23 Β· ⭐ 13K) - MicroPython - a lean and efficient Python implementation for.. ❗Unlicensed
  • grumpy (πŸ₯‰16 Β· ⭐ 10K Β· πŸ’€) - Grumpy is a Python to Go source code transcompiler and runtime. Apache-2
  • stackless (πŸ₯‰11 Β· ⭐ 770) - The Stackless Python programming language. ❗Unlicensed
  • cl-python (πŸ₯‰11 Β· ⭐ 320 Β· πŸ’€) - An implementation of Python in Common Lisp. ❗Unlicensed

Others

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Pygments (πŸ₯‡36 Β· ⭐ 780) - Pygments is a generic syntax highlighter written in Python. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 670 Β· πŸ”€ 720 Β· πŸ“¦ 270K Β· πŸ“‹ 1.6K - 22% open Β· ⏱️ 24.11.2021):

     git clone https://github.com/pygments/pygments
    
  • PyPi (πŸ“₯ 30M / month Β· πŸ“¦ 68K Β· ⏱️ 15.08.2021):

     pip install pygments
    
  • Conda (πŸ“₯ 9.1M Β· ⏱️ 16.08.2021):

     conda install -c conda-forge pygments
    
pyparsing (πŸ₯‡35 Β· ⭐ 1.3K) - Python library for creating PEG parsers. MIT
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 190 Β· πŸ“₯ 6.1K Β· πŸ“¦ 400K Β· πŸ“‹ 210 - 9% open Β· ⏱️ 13.11.2021):

     git clone https://github.com/pyparsing/pyparsing
    
  • PyPi (πŸ“₯ 79M / month Β· πŸ“¦ 59K Β· ⏱️ 12.11.2021):

     pip install pyparsing
    
  • Conda (πŸ“₯ 17M Β· ⏱️ 12.11.2021):

     conda install -c conda-forge pyparsing
    
cookiecutter (πŸ₯ˆ34 Β· ⭐ 16K) - A command-line utility that creates projects from cookiecutters.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 1.5K Β· πŸ“‹ 710 - 29% open Β· ⏱️ 15.06.2021):

     git clone https://github.com/cookiecutter/cookiecutter
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 2.3K Β· ⏱️ 14.06.2021):

     pip install cookiecutter
    
  • Conda (πŸ“₯ 220K Β· ⏱️ 17.05.2021):

     conda install -c conda-forge cookiecutter
    
wrapt (πŸ₯ˆ34 Β· ⭐ 1.6K) - A Python module for decorators, wrappers and monkey patching. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 200 Β· πŸ“‹ 140 - 20% open Β· ⏱️ 29.10.2021):

     git clone https://github.com/GrahamDumpleton/wrapt
    
  • PyPi (πŸ“₯ 40M / month Β· πŸ“¦ 21K Β· ⏱️ 29.10.2021):

     pip install wrapt
    
  • Conda (πŸ“₯ 5M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge wrapt
    
pycparser (πŸ₯ˆ33 Β· ⭐ 2.4K) - Complete C99 parser in pure Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 510 Β· πŸ“¦ 270K Β· πŸ“‹ 280 - 6% open Β· ⏱️ 06.11.2021):

     git clone https://github.com/eliben/pycparser
    
  • PyPi (πŸ“₯ 61M / month Β· πŸ“¦ 32K Β· ⏱️ 06.11.2021):

     pip install pycparser
    
  • Conda (πŸ“₯ 13M Β· ⏱️ 07.11.2021):

     conda install -c conda-forge pycparser
    
decorator (πŸ₯ˆ33 Β· ⭐ 620) - Decorators for Humans. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 84 Β· πŸ“¦ 260K Β· πŸ“‹ 88 - 3% open Β· ⏱️ 01.11.2021):

     git clone https://github.com/micheles/decorator
    
  • PyPi (πŸ“₯ 36M / month Β· πŸ“¦ 46K Β· ⏱️ 11.09.2021):

     pip install decorator
    
  • Conda (πŸ“₯ 9.8M Β· ⏱️ 11.09.2021):

     conda install -c conda-forge decorator
    
py4j (πŸ₯ˆ30 Β· ⭐ 900) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 160 Β· πŸ“¦ 7.9K Β· πŸ“‹ 390 - 36% open Β· ⏱️ 20.11.2021):

     git clone https://github.com/bartdag/py4j
    
  • PyPi (πŸ“₯ 17M / month Β· πŸ“¦ 1.1K Β· ⏱️ 20.11.2021):

     pip install py4j
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 20.11.2021):

     conda install -c conda-forge py4j
    
pluggy (πŸ₯ˆ30 Β· ⭐ 700) - A minimalist production ready plugin system. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 100 Β· πŸ“‹ 140 - 29% open Β· ⏱️ 29.10.2021):

     git clone https://github.com/pytest-dev/pluggy
    
  • PyPi (πŸ“₯ 32M / month Β· πŸ“¦ 19K Β· ⏱️ 25.08.2021):

     pip install pluggy
    
  • Conda (πŸ“₯ 8.2M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge pluggy
    
keyboard (πŸ₯‰29 Β· ⭐ 2.6K) - Hook and simulate global keyboard events on Windows and Linux. MIT
  • GitHub (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 310 Β· πŸ“¦ 5K Β· πŸ“‹ 450 - 62% open Β· ⏱️ 09.11.2021):

     git clone https://github.com/boppreh/keyboard
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 280 Β· ⏱️ 23.03.2020):

     pip install keyboard
    
Send2Trash (πŸ₯‰28 Β· ⭐ 180) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 31 Β· πŸ“‹ 43 - 41% open Β· ⏱️ 24.08.2021):

     git clone https://github.com/arsenetar/send2trash
    
  • PyPi (πŸ“₯ 14M / month Β· πŸ“¦ 5K Β· ⏱️ 21.08.2021):

     pip install send2trash
    
  • Conda (πŸ“₯ 3.9M Β· ⏱️ 09.08.2021):

     conda install -c conda-forge send2trash
    
pyscaffold (πŸ₯‰27 Β· ⭐ 1.3K) - Python project template generator with batteries included. MIT
  • GitHub (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 130 Β· πŸ“‹ 240 - 4% open Β· ⏱️ 23.11.2021):

     git clone https://github.com/pyscaffold/pyscaffold
    
  • PyPi (πŸ“₯ 160K / month Β· πŸ“¦ 74 Β· ⏱️ 18.10.2021):

     pip install pyscaffold
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 18.10.2021):

     conda install -c conda-forge pyscaffold
    
pyscreenshot (πŸ₯‰26 Β· ⭐ 420 Β· πŸ’€) - Python screenshot library, replacement for the Pillow.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 79 Β· πŸ“¦ 1.3K Β· πŸ“‹ 66 - 7% open Β· ⏱️ 18.04.2021):

     git clone https://github.com/ponty/pyscreenshot
    
  • PyPi (πŸ“₯ 93K / month Β· πŸ“¦ 420 Β· ⏱️ 18.04.2021):

     pip install pyscreenshot
    
catalogue (πŸ₯‰25 Β· ⭐ 100) - Super lightweight function registries for your library. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 18 Β· πŸ“¦ 11K Β· πŸ“‹ 6 - 66% open Β· ⏱️ 21.08.2021):

     git clone https://github.com/explosion/catalogue
    
  • PyPi (πŸ“₯ 3.1M / month Β· πŸ“¦ 26 Β· ⏱️ 21.08.2021):

     pip install catalogue
    
  • Conda (πŸ“₯ 370K Β· ⏱️ 20.09.2021):

     conda install -c conda-forge catalogue
    
fastcore (πŸ₯‰24 Β· ⭐ 680) - Python supercharged for the fastai library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 190 Β· πŸ“‹ 250 - 4% open Β· ⏱️ 01.11.2021):

     git clone https://github.com/fastai/fastcore
    
  • PyPi (πŸ“₯ 580K / month Β· ⏱️ 01.11.2021):

     pip install fastcore
    
diagrams (πŸ₯‰23 Β· ⭐ 16K) - Diagram as Code for prototyping cloud system architectures. MIT
  • GitHub (πŸ‘¨β€πŸ’» 97 Β· πŸ”€ 880 Β· πŸ“‹ 370 - 62% open Β· ⏱️ 21.08.2021):

     git clone https://github.com/mingrammer/diagrams
    
  • PyPi (πŸ“₯ 52K / month Β· ⏱️ 23.05.2021):

     pip install diagrams
    
  • Conda (πŸ“₯ 99K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge diagrams
    
pluginbase (πŸ₯‰23 Β· ⭐ 980) - A simple but flexible plugin system for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 140 Β· πŸ“¦ 1K Β· ⏱️ 16.05.2021):

     git clone https://github.com/mitsuhiko/pluginbase
    
  • PyPi (πŸ“₯ 390K / month Β· πŸ“¦ 270 Β· ⏱️ 16.05.2021):

     pip install pluginbase
    
  • Conda (πŸ“₯ 200K Β· ⏱️ 04.02.2019):

     conda install -c conda-forge pluginbase
    
python-mss (πŸ₯‰23 Β· ⭐ 660) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 59 Β· πŸ“‹ 110 - 27% open Β· ⏱️ 29.07.2021):

     git clone https://github.com/BoboTiG/python-mss
    
  • PyPi (πŸ“₯ 230K / month Β· πŸ“¦ 300 Β· ⏱️ 31.10.2020):

     pip install mss
    
  • Conda (πŸ“₯ 9.4K Β· ⏱️ 31.10.2020):

     conda install -c conda-forge python-mss
    
Show 2 hidden projects...
  • powerline-shell (πŸ₯‰23 Β· ⭐ 5.7K Β· πŸ’€) - A beautiful and useful prompt for your shell. MIT
  • macropy (πŸ₯‰22 Β· ⭐ 3.1K Β· πŸ’€) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT

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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License

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