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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 310 awesome open-source projects with a total of 1M 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.
πŸ“«Β  Subscribe to our newsletter for updates and trending projects.


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₯‡49 Β· ⭐ 53K) - Protocol Buffers - Googles data interchange format. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 920 Β· πŸ”€ 14K Β· πŸ“₯ 33M Β· πŸ“¦ 200K Β· πŸ“‹ 4.9K - 19% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/protocolbuffers/protobuf
    
  • PyPi (πŸ“₯ 70M / month Β· πŸ“¦ 14K Β· ⏱️ 28.01.2022):

     pip install protobuf
    
  • Conda (πŸ“₯ 7.2M Β· ⏱️ 01.02.2022):

     conda install -c conda-forge protobuf
    
  • npm (πŸ“₯ 3.9M / month Β· πŸ“¦ 2.6K Β· ⏱️ 21.07.2020):

     npm install google-protobuf
    
flatbuffers (πŸ₯‡40 Β· ⭐ 17K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 2.7K Β· πŸ“₯ 44K Β· πŸ“¦ 1.8K Β· πŸ“‹ 1.9K - 7% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/google/flatbuffers
    
  • PyPi (πŸ“₯ 5.3M / month Β· πŸ“¦ 190 Β· ⏱️ 10.05.2021):

     pip install flatbuffers
    
  • Conda (πŸ“₯ 310K Β· ⏱️ 11.05.2021):

     conda install -c conda-forge flatbuffers
    
  • npm (πŸ“₯ 240K / month Β· πŸ“¦ 220 Β· ⏱️ 27.09.2021):

     npm install flatbuffers
    
marshmallow (πŸ₯ˆ38 Β· ⭐ 6K) - A lightweight library for converting complex objects to and from.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 590 Β· πŸ“¦ 41K Β· πŸ“‹ 1.1K - 11% open Β· ⏱️ 30.01.2022):

     git clone https://github.com/marshmallow-code/marshmallow
    
  • PyPi (πŸ“₯ 13M / month Β· πŸ“¦ 10K Β· ⏱️ 15.11.2021):

     pip install marshmallow
    
  • Conda (πŸ“₯ 940K Β· ⏱️ 15.11.2021):

     conda install -c conda-forge marshmallow
    
ultrajson (πŸ₯ˆ35 Β· ⭐ 3.6K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 78 Β· πŸ”€ 340 Β· πŸ“‹ 320 - 13% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/ultrajson/ultrajson
    
  • PyPi (πŸ“₯ 10M / month Β· πŸ“¦ 4.1K Β· ⏱️ 20.12.2021):

     pip install ujson
    
  • Conda (πŸ“₯ 1.7M Β· ⏱️ 21.12.2021):

     conda install -c conda-forge ujson
    
msgpack (πŸ₯ˆ35 Β· ⭐ 1.6K Β· πŸ“‰) - MessagePack serializer implementation for Python.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 200 Β· πŸ“₯ 890 Β· πŸ“¦ 58K Β· πŸ“‹ 240 - 2% open Β· ⏱️ 19.01.2022):

     git clone https://github.com/msgpack/msgpack-python
    
  • PyPi (πŸ“₯ 17M / month Β· πŸ“¦ 1.9K Β· ⏱️ 24.11.2021):

     pip install msgpack
    
  • Conda (πŸ“₯ 5.9M Β· ⏱️ 24.11.2021):

     conda install -c conda-forge msgpack-python
    
simplejson (πŸ₯ˆ35 Β· ⭐ 1.5K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 310 Β· πŸ“₯ 5.5K Β· πŸ“¦ 77K Β· πŸ“‹ 180 - 9% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/simplejson/simplejson
    
  • PyPi (πŸ“₯ 14M / month Β· πŸ“¦ 21K Β· ⏱️ 16.11.2021):

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

     conda install -c conda-forge simplejson
    
jsonpickle (πŸ₯ˆ33 Β· ⭐ 1K) - Python library for serializing any arbitrary object graph into JSON... BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 150 Β· πŸ“‹ 260 - 25% open Β· ⏱️ 10.01.2022):

     git clone https://github.com/jsonpickle/jsonpickle
    
  • PyPi (πŸ“₯ 9.5M / month Β· πŸ“¦ 2.2K Β· ⏱️ 14.01.2022):

     pip install jsonpickle
    
  • Conda (πŸ“₯ 780K Β· ⏱️ 14.01.2022):

     conda install -c conda-forge jsonpickle
    
orjson (πŸ₯‰32 Β· ⭐ 2.9K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 100 Β· πŸ“¦ 8.2K Β· πŸ“‹ 200 - 9% open Β· ⏱️ 14.02.2022):

     git clone https://github.com/ijl/orjson
    
  • PyPi (πŸ“₯ 3.1M / month Β· πŸ“¦ 400 Β· ⏱️ 14.02.2022):

     pip install orjson
    
  • Conda (πŸ“₯ 280K Β· ⏱️ 16.02.2022):

     conda install -c conda-forge orjson
    
cloudpickle (πŸ₯‰32 Β· ⭐ 1.1K) - Extended pickling support for Python objects. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 120 Β· πŸ“₯ 19 Β· πŸ“¦ 48K Β· πŸ“‹ 220 - 33% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/cloudpipe/cloudpickle
    
  • PyPi (πŸ“₯ 19M / month Β· πŸ“¦ 2.5K Β· ⏱️ 10.09.2021):

     pip install cloudpickle
    
  • Conda (πŸ“₯ 6.5M Β· ⏱️ 10.09.2021):

     conda install -c conda-forge cloudpickle
    
dill (πŸ₯‰30 Β· ⭐ 1.6K) - serialize all of python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 130 Β· πŸ“₯ 250K Β· πŸ“‹ 380 - 39% open Β· ⏱️ 29.01.2022):

     git clone https://github.com/uqfoundation/dill
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 3.3K Β· ⏱️ 13.06.2021):

     pip install dill
    
  • Conda (πŸ“₯ 1.6M Β· ⏱️ 12.11.2021):

     conda install -c conda-forge dill
    
srsly (πŸ₯‰28 Β· ⭐ 250) - Modern high-performance serialization utilities for Python (JSON,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 25 Β· πŸ“¦ 16K Β· ⏱️ 13.12.2021):

     git clone https://github.com/explosion/srsly
    
  • PyPi (πŸ“₯ 3.7M / month Β· πŸ“¦ 250 Β· ⏱️ 22.10.2021):

     pip install srsly
    
  • Conda (πŸ“₯ 680K Β· ⏱️ 07.12.2021):

     conda install -c conda-forge srsly
    
python-rapidjson (πŸ₯‰26 Β· ⭐ 440) - Python wrapper around rapidjson. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 36 Β· πŸ“¦ 2.1K Β· πŸ“‹ 99 - 11% open Β· ⏱️ 22.01.2022):

     git clone https://github.com/python-rapidjson/python-rapidjson
    
  • PyPi (πŸ“₯ 610K / month Β· πŸ“¦ 230 Β· ⏱️ 16.10.2021):

     pip install python-rapidjson
    
  • Conda (πŸ“₯ 840K Β· ⏱️ 12.11.2021):

     conda install -c conda-forge python-rapidjson
    
pysimdjson (πŸ₯‰25 Β· ⭐ 510) - Python bindings for the simdjson project. MIT
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 40 Β· πŸ“¦ 210 Β· πŸ“‹ 75 - 17% open Β· ⏱️ 06.12.2021):

     git clone https://github.com/TkTech/pysimdjson
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 11 Β· ⏱️ 06.12.2021):

     pip install pysimdjson
    
  • Conda (πŸ“₯ 17K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge pysimdjson
    
hickle (πŸ₯‰25 Β· ⭐ 400) - a HDF5-based python pickle replacement. MIT
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 65 Β· πŸ“¦ 340 Β· πŸ“‹ 98 - 7% open Β· ⏱️ 19.12.2021):

     git clone https://github.com/telegraphic/hickle
    
  • PyPi (πŸ“₯ 4.7K / month Β· πŸ“¦ 83 Β· ⏱️ 17.12.2021):

     pip install hickle
    
  • Conda (πŸ“₯ 18K Β· ⏱️ 11.07.2019):

     conda install -c conda-forge hickle
    
rtoml (πŸ₯‰17 Β· ⭐ 110) - A better TOML library for python implemented in rust. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 15 Β· πŸ“¦ 32 Β· πŸ“‹ 9 - 55% open Β· ⏱️ 05.12.2021):

     git clone https://github.com/samuelcolvin/rtoml
    
  • PyPi (πŸ“₯ 3.5K / month Β· πŸ“¦ 11 Β· ⏱️ 05.12.2021):

     pip install rtoml
    
Show 1 hidden projects...
  • pyasn1 (πŸ₯‰32 Β· ⭐ 200 Β· πŸ’€) - Generic ASN.1 library for Python. BSD-2

Data Structures

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pyrsistent (πŸ₯‡36 Β· ⭐ 1.7K) - Persistent/Immutable/Functional data structures for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 120 Β· πŸ“¦ 130K Β· πŸ“‹ 150 - 10% open Β· ⏱️ 13.02.2022):

     git clone https://github.com/tobgu/pyrsistent
    
  • PyPi (πŸ“₯ 30M / month Β· πŸ“¦ 2K Β· ⏱️ 14.01.2022):

     pip install pyrsistent
    
  • Conda (πŸ“₯ 8M Β· ⏱️ 18.01.2022):

     conda install -c conda-forge pyrsistent
    
multidict (πŸ₯‡32 Β· ⭐ 280) - The multidict implementation. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 71 Β· πŸ“₯ 2.3K Β· πŸ“‹ 130 - 9% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/aio-libs/multidict
    
  • PyPi (πŸ“₯ 43M / month Β· πŸ“¦ 3K Β· ⏱️ 24.01.2022):

     pip install multidict
    
  • Conda (πŸ“₯ 3.8M Β· ⏱️ 24.01.2022):

     conda install -c conda-forge multidict
    
python-sortedcontainers (πŸ₯ˆ30 Β· ⭐ 2.4K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 160 Β· πŸ“‹ 150 - 13% open Β· ⏱️ 13.10.2021):

     git clone https://github.com/grantjenks/python-sortedcontainers
    
  • PyPi (πŸ“₯ 13M / month Β· πŸ“¦ 2K Β· ⏱️ 16.05.2021):

     pip install sortedcontainers
    
  • Conda (πŸ“₯ 5.3M Β· ⏱️ 17.05.2021):

     conda install -c conda-forge sortedcontainers
    
bidict (πŸ₯ˆ30 Β· ⭐ 1K) - The bidirectional mapping library for Python. MPL-2.0
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 44 Β· πŸ“¦ 6.2K Β· πŸ“‹ 47 - 4% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/jab/bidict
    
  • PyPi (πŸ“₯ 600K / month Β· πŸ“¦ 400 Β· ⏱️ 23.10.2021):

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

     conda install -c conda-forge bidict
    
ordered-set (πŸ₯ˆ28 Β· ⭐ 140) - A mutable set that remembers the order of its entries. One of Pythons.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 35 Β· πŸ“‹ 37 - 5% open Β· ⏱️ 26.01.2022):

     git clone https://github.com/rspeer/ordered-set
    
  • PyPi (πŸ“₯ 4.6M / month Β· πŸ“¦ 280 Β· ⏱️ 26.01.2022):

     pip install ordered-set
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 26.01.2022):

     conda install -c conda-forge ordered-set
    
glom (πŸ₯‰27 Β· ⭐ 1.5K) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 50 Β· πŸ“¦ 370 Β· πŸ“‹ 160 - 59% open Β· ⏱️ 24.01.2022):

     git clone https://github.com/mahmoud/glom
    
  • PyPi (πŸ“₯ 620K / month Β· πŸ“¦ 76 Β· ⏱️ 24.01.2022):

     pip install glom
    
  • Conda (πŸ“₯ 8.6K Β· ⏱️ 11.11.2020):

     conda install -c conda-forge glom
    
sqlitedict (πŸ₯‰26 Β· ⭐ 770) - Persistent dict, backed by sqlite3 and pickle, multithread-safe. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 100 Β· πŸ“¦ 1.4K Β· πŸ“‹ 84 - 28% open Β· ⏱️ 24.10.2021):

     git clone https://github.com/RaRe-Technologies/sqlitedict
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 180 Β· ⏱️ 04.09.2020):

     pip install sqlitedict
    
  • Conda (πŸ“₯ 22K Β· ⏱️ 30.09.2020):

     conda install -c conda-forge sqlitedict
    
janus (πŸ₯‰26 Β· ⭐ 580) - Thread-safe asyncio-aware queue for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 32 Β· πŸ“‹ 34 - 5% open Β· ⏱️ 14.02.2022):

     git clone https://github.com/aio-libs/janus
    
  • PyPi (πŸ“₯ 260K / month Β· πŸ“¦ 92 Β· ⏱️ 17.12.2021):

     pip install janus
    
  • Conda (πŸ“₯ 8.2K Β· ⏱️ 17.12.2021):

     conda install -c conda-forge janus
    
python-box (πŸ₯‰25 Β· ⭐ 1.9K) - Python dictionaries with advanced dot notation access. MIT
  • GitHub (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 81 Β· πŸ“₯ 30 Β· πŸ“‹ 130 - 15% open Β· ⏱️ 22.08.2021):

     git clone https://github.com/cdgriffith/Box
    
  • PyPi (πŸ“₯ 1M / month Β· πŸ“¦ 260 Β· ⏱️ 12.02.2022):

     pip install python-box
    
  • Conda (πŸ“₯ 220K Β· ⏱️ 22.08.2021):

     conda install -c conda-forge python-box
    
immutables (πŸ₯‰25 Β· ⭐ 920) - A high-performance immutable mapping type for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 41 Β· πŸ“¦ 3.5K Β· πŸ“‹ 34 - 17% open Β· ⏱️ 07.08.2021):

     git clone https://github.com/MagicStack/immutables
    
  • PyPi (πŸ“₯ 1.3M / month Β· πŸ“¦ 90 Β· ⏱️ 07.08.2021):

     pip install immutables
    
  • Conda (πŸ“₯ 780K Β· ⏱️ 06.11.2021):

     conda install -c conda-forge immutables
    
python-benedict (πŸ₯‰25 Β· ⭐ 340) - dict subclass with keylist/keypath support, normalized I/O.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 23 Β· πŸ“¦ 650 Β· πŸ“‹ 64 - 10% open Β· ⏱️ 14.02.2022):

     git clone https://github.com/fabiocaccamo/python-benedict
    
  • PyPi (πŸ“₯ 300K / month Β· πŸ“¦ 10 Β· ⏱️ 04.10.2021):

     pip install python-benedict
    
  • Conda (πŸ“₯ 32K Β· ⏱️ 05.10.2021):

     conda install -c conda-forge python-benedict
    
Show 4 hidden projects...
  • addict (πŸ₯ˆ28 Β· ⭐ 2.2K Β· πŸ’€) - The Python Dict thats better than heroin. MIT
  • munch (πŸ₯‰27 Β· ⭐ 560 Β· πŸ’€) - A Munch is a Python dictionary that provides attribute-style access (a.. MIT
  • anytree (πŸ₯‰26 Β· ⭐ 660 Β· πŸ’€) - Python tree data library. Apache-2
  • cleverdict (πŸ₯‰16 Β· ⭐ 86 Β· πŸ“ˆ) - A JSON-friendly data structure which allows both object attributes.. MIT

Data Validation

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pydantic (πŸ₯‡41 Β· ⭐ 9.2K) - Data parsing and validation using Python type hints. MIT
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 830 Β· πŸ“¦ 51K Β· πŸ“‹ 1.7K - 25% open Β· ⏱️ 17.01.2022):

     git clone https://github.com/samuelcolvin/pydantic
    
  • PyPi (πŸ“₯ 18M / month Β· πŸ“¦ 2.6K Β· ⏱️ 31.12.2021):

     pip install pydantic
    
  • Conda (πŸ“₯ 1.5M Β· ⏱️ 01.01.2022):

     conda install -c conda-forge pydantic
    
jsonschema (πŸ₯‡40 Β· ⭐ 3.6K) - An implementation of the JSON Schema specification for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 98 Β· πŸ”€ 500 Β· πŸ“¦ 200K Β· πŸ“‹ 640 - 9% open Β· ⏱️ 08.02.2022):

     git clone https://github.com/Julian/jsonschema
    
  • PyPi (πŸ“₯ 31M / month Β· πŸ“¦ 18K Β· ⏱️ 12.01.2022):

     pip install jsonschema
    
  • Conda (πŸ“₯ 9.6M Β· ⏱️ 12.01.2022):

     conda install -c conda-forge jsonschema
    
cerberus (πŸ₯ˆ33 Β· ⭐ 2.7K Β· πŸ’€) - Lightweight, extensible data validation library for Python. ISC
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 210 Β· πŸ“¦ 11K Β· πŸ“‹ 330 - 11% open Β· ⏱️ 05.05.2021):

     git clone https://github.com/pyeve/cerberus
    
  • PyPi (πŸ“₯ 3M / month Β· πŸ“¦ 1K Β· ⏱️ 05.05.2021):

     pip install cerberus
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 10.12.2021):

     conda install -c conda-forge cerberus
    
voluptuous (πŸ₯ˆ33 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“¦ 4.4K Β· πŸ“‹ 240 - 16% open Β· ⏱️ 20.09.2021):

     git clone https://github.com/alecthomas/voluptuous
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 1.3K Β· ⏱️ 23.09.2021):

     pip install voluptuous
    
  • Conda (πŸ“₯ 150K Β· ⏱️ 13.10.2021):

     conda install -c conda-forge voluptuous
    
schema (πŸ₯ˆ31 Β· ⭐ 2.5K) - Schema validation just got Pythonic. MIT
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 180 Β· πŸ“¦ 3.6K Β· πŸ“‹ 150 - 53% open Β· ⏱️ 01.12.2021):

     git clone https://github.com/keleshev/schema
    
  • PyPi (πŸ“₯ 1.9M / month Β· πŸ“¦ 760 Β· ⏱️ 01.12.2021):

     pip install schema
    
  • Conda (πŸ“₯ 41K Β· ⏱️ 02.12.2021):

     conda install -c conda-forge schema
    
schematics (πŸ₯ˆ30 Β· ⭐ 2.5K) - Python Data Structures for Humans. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 300 Β· πŸ“¦ 1.1K Β· πŸ“‹ 340 - 31% open Β· ⏱️ 17.08.2021):

     git clone https://github.com/schematics/schematics
    
  • PyPi (πŸ“₯ 180K / month Β· πŸ“¦ 380 Β· ⏱️ 17.08.2021):

     pip install schematics
    
  • Conda (πŸ“₯ 23K Β· ⏱️ 17.07.2019):

     conda install -c conda-forge schematics
    
validators (πŸ₯‰29 Β· ⭐ 550) - Python Data Validation for Humans. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 100 Β· πŸ“¦ 32K Β· πŸ“‹ 130 - 75% open Β· ⏱️ 11.11.2021):

     git clone https://github.com/kvesteri/validators
    
  • PyPi (πŸ“₯ 2.7M / month Β· πŸ“¦ 1.4K Β· ⏱️ 18.12.2020):

     pip install validators
    
  • Conda (πŸ“₯ 73K Β· ⏱️ 18.12.2020):

     conda install -c conda-forge validators
    
param (πŸ₯‰28 Β· ⭐ 260) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 50 Β· πŸ“¦ 3K Β· πŸ“‹ 310 - 37% open Β· ⏱️ 11.02.2022):

     git clone https://github.com/holoviz/param
    
  • PyPi (πŸ“₯ 310K / month Β· πŸ“¦ 130 Β· ⏱️ 19.11.2021):

     pip install param
    
  • Conda (πŸ“₯ 450K Β· ⏱️ 21.10.2021):

     conda install -c conda-forge param
    
strictyaml (πŸ₯‰27 Β· ⭐ 980) - Type-safe YAML parser and validator. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 40 Β· πŸ“¦ 520 Β· πŸ“‹ 130 - 51% open Β· ⏱️ 05.12.2021):

     git clone https://github.com/crdoconnor/strictyaml
    
  • PyPi (πŸ“₯ 77K / month Β· πŸ“¦ 98 Β· ⏱️ 28.11.2021):

     pip install strictyaml
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 28.11.2021):

     conda install -c conda-forge strictyaml
    
typical (πŸ₯‰19 Β· ⭐ 140) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 9 Β· πŸ“‹ 95 - 13% open Β· ⏱️ 01.02.2022):

     git clone https://github.com/seandstewart/typical
    
  • PyPi (πŸ“₯ 3.1K / month Β· πŸ“¦ 3 Β· ⏱️ 23.12.2021):

     pip install typical
    
  • Conda (πŸ“₯ 4.8K Β· ⏱️ 23.12.2021):

     conda install -c conda-forge typical
    
validr (πŸ₯‰17 Β· ⭐ 210 Β· πŸ’€) - A simple, fast, extensible python library for data validation. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 11 Β· πŸ“‹ 23 - 13% open Β· ⏱️ 12.07.2021):

     git clone https://github.com/guyskk/validr
    
  • PyPi (πŸ“₯ 10K / month Β· πŸ“¦ 4 Β· ⏱️ 10.03.2021):

     pip install validr
    
Show 3 hidden projects...
  • python-email-validator (πŸ₯‰25 Β· ⭐ 520) - A robust email syntax and deliverability validation.. ❗️CC0-1.0
  • valideer (πŸ₯‰21 Β· ⭐ 250 Β· πŸ’€) - Lightweight data validation and adaptation Python library. MIT
  • dataklasses (πŸ₯‰7 Β· ⭐ 650 Β· 🐣) - A different spin on dataclasses. ❗Unlicensed

Algorithms & Design Patterns

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

transitions (πŸ₯‡31 Β· ⭐ 4.2K) - A lightweight, object-oriented finite state machine implementation.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 460 Β· πŸ“¦ 2.2K Β· πŸ“‹ 400 - 3% open Β· ⏱️ 13.12.2021):

     git clone https://github.com/pytransitions/transitions
    
  • PyPi (πŸ“₯ 250K / month Β· πŸ“¦ 250 Β· ⏱️ 04.10.2021):

     pip install transitions
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 04.10.2021):

     conda install -c conda-forge transitions
    
algorithms (πŸ₯‰29 Β· ⭐ 20K) - Minimal examples of data structures and algorithms in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 4.1K Β· πŸ“¦ 57 Β· πŸ“‹ 260 - 64% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/keon/algorithms
    
  • PyPi (πŸ“₯ 2.1K / month Β· πŸ“¦ 14 Β· ⏱️ 04.10.2020):

     pip install algorithms
    
  • Conda (πŸ“₯ 520 Β· ⏱️ 23.04.2021):

     conda install -c conda-forge algorithms
    
Show 1 hidden projects...
  • PyPattyrn (πŸ₯‰19 Β· ⭐ 1.4K Β· πŸ’€) - A simple library for implementing common design patterns. MIT

Date & Time Utilities

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arrow (πŸ₯‡38 Β· ⭐ 7.8K) - Better dates & times for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 610 Β· πŸ“¦ 25K Β· πŸ“‹ 460 - 14% open Β· ⏱️ 14.02.2022):

     git clone https://github.com/arrow-py/arrow
    
  • PyPi (πŸ“₯ 5.9M / month Β· πŸ“¦ 4.5K Β· ⏱️ 27.01.2022):

     pip install arrow
    
  • Conda (πŸ“₯ 880K Β· ⏱️ 27.01.2022):

     conda install -c conda-forge arrow
    
python-dateutil (πŸ₯‡38 Β· ⭐ 1.8K) - Useful extensions to the standard Python datetime features. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 390 Β· πŸ“₯ 35K Β· πŸ“¦ 650K Β· πŸ“‹ 640 - 42% open Β· ⏱️ 12.02.2022):

     git clone https://github.com/dateutil/dateutil
    
  • PyPi (πŸ“₯ 150M / month Β· πŸ“¦ 65K Β· ⏱️ 15.12.2021):

     pip install python-dateutil
    
  • Conda (πŸ“₯ 22M Β· ⏱️ 14.07.2021):

     conda install -c conda-forge python-dateutil
    
dateparser (πŸ₯ˆ34 Β· ⭐ 2K) - python parser for human readable dates. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 380 Β· πŸ“¦ 10K Β· πŸ“‹ 600 - 44% open Β· ⏱️ 15.12.2021):

     git clone https://github.com/scrapinghub/dateparser
    
  • PyPi (πŸ“₯ 4.7M / month Β· πŸ“¦ 1.1K Β· ⏱️ 04.10.2021):

     pip install dateparser
    
  • Conda (πŸ“₯ 61K Β· ⏱️ 05.10.2021):

     conda install -c conda-forge dateparser
    
holidays (πŸ₯ˆ33 Β· ⭐ 710 Β· πŸ“ˆ) - Generate and work with holidays in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 300 Β· πŸ“₯ 160 Β· πŸ“‹ 260 - 6% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/dr-prodigy/python-holidays
    
  • PyPi (πŸ“₯ 3.4M / month Β· πŸ“¦ 360 Β· ⏱️ 15.02.2022):

     pip install holidays
    
  • Conda (πŸ“₯ 1.1M Β· ⏱️ 15.02.2022):

     conda install -c conda-forge holidays
    
pendulum (πŸ₯‰32 Β· ⭐ 4.7K) - Python datetimes made easy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 260 Β· πŸ“‹ 440 - 47% open Β· ⏱️ 18.01.2022):

     git clone https://github.com/sdispater/pendulum
    
  • PyPi (πŸ“₯ 6.8M / month Β· πŸ“¦ 850 Β· ⏱️ 24.07.2020):

     pip install pendulum
    
  • Conda (πŸ“₯ 420K Β· ⏱️ 08.11.2020):

     conda install -c conda-forge pendulum
    
pytz (πŸ₯‰32 Β· ⭐ 190) - pytz Python historical timezone library and database. MIT
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 58 Β· πŸ“¦ 980K Β· πŸ“‹ 44 - 43% open Β· ⏱️ 11.10.2021):

     git clone https://github.com/stub42/pytz
    
  • PyPi (πŸ“₯ 75M / month Β· πŸ“¦ 81K Β· ⏱️ 02.10.2021):

     pip install pytz
    
  • Conda (πŸ“₯ 20M Β· ⏱️ 05.10.2021):

     conda install -c conda-forge pytz
    
isodate (πŸ₯‰31 Β· ⭐ 110) - ISO 8601 date/time parser. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 41 Β· πŸ“¦ 18K Β· πŸ“‹ 33 - 39% open Β· ⏱️ 13.12.2021):

     git clone https://github.com/gweis/isodate
    
  • PyPi (πŸ“₯ 39M / month Β· πŸ“¦ 2.1K Β· ⏱️ 13.12.2021):

     pip install isodate
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 15.12.2021):

     conda install -c conda-forge isodate
    
tzlocal (πŸ₯‰28 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“‹ 67 - 4% open Β· ⏱️ 29.10.2021):

     git clone https://github.com/regebro/tzlocal
    
  • PyPi (πŸ“₯ 19M / month Β· πŸ“¦ 3.6K Β· ⏱️ 29.10.2021):

     pip install tzlocal
    
  • Conda (πŸ“₯ 850K Β· ⏱️ 16.11.2021):

     conda install -c conda-forge tzlocal
    
parsedatetime (πŸ₯‰26 Β· ⭐ 630) - Parse human-readable date/time strings. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 100 Β· πŸ“¦ 4K Β· πŸ“‹ 160 - 39% open Β· ⏱️ 20.11.2021):

     git clone https://github.com/bear/parsedatetime
    
  • PyPi (πŸ“₯ 2.9M / month Β· πŸ“¦ 1.2K Β· ⏱️ 31.05.2020):

     pip install parsedatetime
    
  • Conda (πŸ“₯ 100K Β· ⏱️ 10.06.2020):

     conda install -c conda-forge parsedatetime
    

File & Path Utilities

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filesystem_spec (πŸ₯‡37 Β· ⭐ 370) - A specification that python filesystems should adhere to. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 170 Β· πŸ“¦ 23K Β· πŸ“‹ 410 - 36% open Β· ⏱️ 14.02.2022):

     git clone https://github.com/fsspec/filesystem_spec
    
  • PyPi (πŸ“₯ 28M / month Β· πŸ“¦ 310 Β· ⏱️ 11.01.2022):

     pip install fsspec
    
  • Conda (πŸ“₯ 4.8M Β· ⏱️ 11.01.2022):

     conda install -c conda-forge fsspec
    
watchdog (πŸ₯ˆ36 Β· ⭐ 5.1K) - Python library and shell utilities to monitor filesystem events. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 610 Β· πŸ“¦ 48K Β· πŸ“‹ 560 - 28% open Β· ⏱️ 29.12.2021):

     git clone https://github.com/gorakhargosh/watchdog
    
  • PyPi (πŸ“₯ 5.9M / month Β· πŸ“¦ 7.7K Β· ⏱️ 01.10.2021):

     pip install watchdog
    
  • Conda (πŸ“₯ 940K Β· ⏱️ 07.11.2021):

     conda install -c conda-forge watchdog
    
aiofiles (πŸ₯ˆ32 Β· ⭐ 1.8K) - File support for asyncio. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 130 Β· πŸ“‹ 83 - 48% open Β· ⏱️ 13.01.2022):

     git clone https://github.com/Tinche/aiofiles
    
  • PyPi (πŸ“₯ 4.6M / month Β· πŸ“¦ 1.4K Β· ⏱️ 27.11.2021):

     pip install aiofiles
    
  • Conda (πŸ“₯ 200K Β· ⏱️ 15.12.2021):

     conda install -c conda-forge aiofiles
    
pyfilesystem2 (πŸ₯ˆ32 Β· ⭐ 1.6K) - Pythons Filesystem abstraction layer. MIT
  • GitHub (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 170 Β· πŸ“‹ 340 - 23% open Β· ⏱️ 07.02.2022):

     git clone https://github.com/pyfilesystem/pyfilesystem2
    
  • PyPi (πŸ“₯ 470K / month Β· πŸ“¦ 550 Β· ⏱️ 07.02.2022):

     pip install fs
    
  • Conda (πŸ“₯ 420K Β· ⏱️ 04.11.2021):

     conda install -c conda-forge fs
    
filelock (πŸ₯‰31 Β· ⭐ 390) - A platform-independent file lock for Python. Unlicense
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 69 Β· πŸ“‹ 72 - 23% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/tox-dev/py-filelock
    
  • PyPi (πŸ“₯ 35M / month Β· πŸ“¦ 2.2K Β· ⏱️ 16.02.2022):

     pip install filelock
    
  • Conda (πŸ“₯ 5.5M Β· ⏱️ 16.02.2022):

     conda install -c conda-forge filelock
    
scandir (πŸ₯‰30 Β· ⭐ 500) - Better directory iterator and faster os.walk(), now in the Python 3.5.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 62 Β· πŸ“¦ 13K Β· πŸ“‹ 100 - 10% open Β· ⏱️ 23.01.2022):

     git clone https://github.com/benhoyt/scandir
    
  • PyPi (πŸ“₯ 3.9M / month Β· πŸ“¦ 2.2K Β· ⏱️ 09.03.2019):

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

     conda install -c conda-forge scandir
    
path (πŸ₯‰27 Β· ⭐ 970) - Object-oriented file system path manipulation. MIT
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 140 Β· πŸ“‹ 130 - 0% open Β· ⏱️ 07.01.2022):

     git clone https://github.com/jaraco/path
    
  • PyPi (πŸ“₯ 660K / month Β· πŸ“¦ 92 Β· ⏱️ 07.01.2022):

     pip install path
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 09.01.2022):

     conda install -c conda-forge path
    
Show 3 hidden projects...
  • appdirs (πŸ₯ˆ32 Β· ⭐ 850 Β· πŸ’€) - A small Python module for determining appropriate platform-specific.. MIT
  • zipp (πŸ₯‰28 Β· ⭐ 24) - 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₯‡36 Β· ⭐ 1.1K) - Easy, clean, reliable Python 2/3 compatibility. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 250 Β· πŸ“¦ 190K Β· πŸ“‹ 380 - 48% open Β· ⏱️ 30.11.2021):

     git clone https://github.com/PythonCharmers/python-future
    
  • PyPi (πŸ“₯ 30M / month Β· πŸ“¦ 17K Β· ⏱️ 31.10.2019):

     pip install future
    
  • Conda (πŸ“₯ 5.6M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge future
    
six (πŸ₯‡36 Β· ⭐ 850) - Python 2 and 3 compatibility library. MIT
  • GitHub (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 230 Β· πŸ“¦ 1.1M Β· πŸ“‹ 280 - 38% open Β· ⏱️ 21.11.2021):

     git clone https://github.com/benjaminp/six
    
  • PyPi (πŸ“₯ 160M / month Β· πŸ“¦ 130K Β· ⏱️ 05.05.2021):

     pip install six
    
  • Conda (πŸ“₯ 22M Β· ⏱️ 05.05.2021):

     conda install -c conda-forge six
    
typing (πŸ₯ˆ34 Β· ⭐ 1.2K) - Python static typing home. Contains the source for.. Python-2.0
  • GitHub (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 190 Β· πŸ“‹ 660 - 13% open Β· ⏱️ 14.02.2022):

     git clone https://github.com/python/typing
    
  • PyPi (πŸ“₯ 8.4M / month Β· πŸ“¦ 5.7K Β· ⏱️ 01.05.2021):

     pip install typing
    
  • Conda (πŸ“₯ 820K Β· ⏱️ 01.05.2021):

     conda install -c conda-forge typing
    
futures (πŸ₯‰28 Β· ⭐ 220) - Backport of the concurrent.futures package to Python 2.6 and 2.7. Python-2.0
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 46 Β· πŸ“¦ 29K Β· πŸ“‹ 71 - 8% open Β· ⏱️ 11.01.2022):

     git clone https://github.com/agronholm/pythonfutures
    
  • PyPi (πŸ“₯ 25M / month Β· πŸ“¦ 8K Β· ⏱️ 09.10.2021):

     pip install futures
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 18.03.2020):

     conda install -c conda-forge futures
    
dataclasses (πŸ₯‰27 Β· ⭐ 520) - A backport of the dataclasses module for Python 3.6. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 43 Β· πŸ“¦ 29K Β· πŸ“‹ 120 - 8% open Β· ⏱️ 21.10.2021):

     git clone https://github.com/ericvsmith/dataclasses
    
  • PyPi (πŸ“₯ 10M / month Β· πŸ“¦ 1.6K Β· ⏱️ 13.11.2020):

     pip install dataclasses
    
  • Conda (πŸ“₯ 4.2M Β· ⏱️ 14.08.2021):

     conda install -c conda-forge dataclasses
    
Show 2 hidden projects...
  • pathlib2 (πŸ₯‰29 Β· ⭐ 69) - Backport of pathlib aiming to support the full stdlib Python API. MIT
  • contextlib2 (πŸ₯‰25 Β· ⭐ 33) - contextlib2 is a backport of the standard librarys contextlib.. ❗️psfrag

Cryptography

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cryptography (πŸ₯‡43 Β· ⭐ 4.6K) - cryptography is a package designed to expose cryptographic.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 960 Β· πŸ“¦ 240K Β· πŸ“‹ 1.9K - 2% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/pyca/cryptography
    
  • PyPi (πŸ“₯ 83M / month Β· πŸ“¦ 20K Β· ⏱️ 14.12.2021):

     pip install cryptography
    
  • Conda (πŸ“₯ 19M Β· ⏱️ 17.12.2021):

     conda install -c conda-forge cryptography
    
pycryptodomex (πŸ₯ˆ37 Β· ⭐ 1.9K) - A self-contained cryptographic library for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 340 Β· πŸ“¦ 38K Β· πŸ“‹ 460 - 14% open Β· ⏱️ 05.02.2022):

     git clone https://github.com/Legrandin/pycryptodome
    
  • PyPi (πŸ“₯ 21M / month Β· πŸ“¦ 1.1K Β· ⏱️ 04.02.2022):

     pip install pycryptodomex
    
  • Conda (πŸ“₯ 530K Β· ⏱️ 05.02.2022):

     conda install -c conda-forge pycryptodomex
    
tink (πŸ₯ˆ33 Β· ⭐ 12K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 1.1K Β· πŸ“₯ 960 Β· πŸ“¦ 18 Β· πŸ“‹ 420 - 30% open Β· ⏱️ 04.02.2022):

     git clone https://github.com/google/tink
    
  • PyPi (πŸ“₯ 390K / month Β· πŸ“¦ 1 Β· ⏱️ 10.08.2021):

     pip install tink
    
  • npm (πŸ“₯ 740 / month Β· ⏱️ 25.08.2020):

     npm install tink-crypto
    
asn1crypto (πŸ₯ˆ33 Β· ⭐ 250) - Python ASN.1 library with a focus on performance and a pythonic API. MIT
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 100 Β· πŸ“¦ 86K Β· πŸ“‹ 150 - 18% open Β· ⏱️ 12.02.2022):

     git clone https://github.com/wbond/asn1crypto
    
  • PyPi (πŸ“₯ 21M / month Β· πŸ“¦ 7K Β· ⏱️ 28.07.2020):

     pip install asn1crypto
    
  • Conda (πŸ“₯ 6.3M Β· ⏱️ 28.07.2020):

     conda install -c conda-forge asn1crypto
    
keyring (πŸ₯‰32 Β· ⭐ 790) - Store and access your passwords safely. MIT
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 120 Β· πŸ“‹ 430 - 8% open Β· ⏱️ 13.02.2022):

     git clone https://github.com/jaraco/keyring
    
  • PyPi (πŸ“₯ 14M / month Β· πŸ“¦ 3.6K Β· ⏱️ 02.01.2022):

     pip install keyring
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 25.01.2022):

     conda install -c conda-forge keyring
    
bcrypt (πŸ₯‰31 Β· ⭐ 830) - Modern(-ish) password hashing for your software and your servers. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 110 Β· πŸ“‹ 93 - 2% open Β· ⏱️ 07.02.2022):

     git clone https://github.com/pyca/bcrypt
    
  • PyPi (πŸ“₯ 25M / month Β· πŸ“¦ 7.8K Β· ⏱️ 16.08.2020):

     pip install bcrypt
    
  • Conda (πŸ“₯ 1.5M Β· ⏱️ 04.11.2021):

     conda install -c conda-forge bcrypt
    
rsa (πŸ₯‰31 Β· ⭐ 360) - Python-RSA is a pure-Python RSA implementation. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 80 Β· πŸ“‹ 100 - 16% open Β· ⏱️ 11.01.2022):

     git clone https://github.com/sybrenstuvel/python-rsa
    
  • PyPi (πŸ“₯ 100M / month Β· πŸ“¦ 6.8K Β· ⏱️ 24.11.2021):

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

     conda install -c conda-forge rsa
    

Infrastructure & DevOps

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ansible (πŸ₯‡48 Β· ⭐ 52K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 6.5K Β· πŸ”€ 22K Β· πŸ“¦ 20K Β· πŸ“‹ 31K - 4% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/ansible/ansible
    
  • PyPi (πŸ“₯ 5M / month Β· πŸ“¦ 4.1K Β· ⏱️ 01.02.2022):

     pip install ansible
    
  • Conda (πŸ“₯ 500K Β· ⏱️ 01.02.2022):

     conda install -c conda-forge ansible
    
awscli (πŸ₯‡43 Β· ⭐ 12K) - Universal Command Line Interface for Amazon Web Services. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 360 Β· πŸ”€ 3.1K Β· πŸ“₯ 760 Β· πŸ“¦ 1 Β· πŸ“‹ 4K - 15% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/aws/aws-cli
    
  • PyPi (πŸ“₯ 110M / month Β· πŸ“¦ 3K Β· ⏱️ 16.02.2022):

     pip install awscli
    
  • Conda (πŸ“₯ 10M Β· ⏱️ 17.02.2022):

     conda install -c conda-forge awscli
    
docker-compose (πŸ₯ˆ42 Β· ⭐ 25K) - Define and run multi-container applications with Docker. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 4.1K Β· πŸ“₯ 160M Β· πŸ“¦ 8.4K Β· πŸ“‹ 6.1K - 11% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/docker/compose
    
  • PyPi (πŸ“₯ 1.9M / month Β· πŸ“¦ 1.2K Β· ⏱️ 10.05.2021):

     pip install docker-compose
    
  • Conda (πŸ“₯ 190K Β· ⏱️ 03.02.2022):

     conda install -c conda-forge docker-compose
    
botocore (πŸ₯ˆ42 Β· ⭐ 1.1K) - The low-level, core functionality of boto 3. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 860 Β· πŸ“¦ 120K Β· πŸ“‹ 920 - 20% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/boto/botocore
    
  • PyPi (πŸ“₯ 210M / month Β· πŸ“¦ 8K Β· ⏱️ 14.02.2022):

     pip install botocore
    
  • Conda (πŸ“₯ 12M Β· ⏱️ 17.02.2022):

     conda install -c conda-forge botocore
    
pulumi (πŸ₯ˆ40 Β· ⭐ 11K) - Pulumi - Developer-First Infrastructure as Code. Your Cloud, Your.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 620 Β· πŸ“₯ 11K Β· πŸ“¦ 1.2K Β· πŸ“‹ 4.6K - 29% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/pulumi/pulumi
    
  • PyPi (πŸ“₯ 130K / month Β· πŸ“¦ 110 Β· ⏱️ 16.02.2022):

     pip install pulumi
    
  • npm (πŸ“₯ 580K / month Β· πŸ“¦ 370 Β· ⏱️ 16.02.2022):

     npm install @pulumi/pulumi
    
paramiko (πŸ₯ˆ40 Β· ⭐ 7.5K Β· πŸ“ˆ) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.8K Β· πŸ“¦ 53K Β· πŸ“‹ 1.5K - 59% open Β· ⏱️ 11.02.2022):

     git clone https://github.com/paramiko/paramiko
    
  • PyPi (πŸ“₯ 25M / month Β· πŸ“¦ 13K Β· ⏱️ 08.01.2022):

     pip install paramiko
    
  • Conda (πŸ“₯ 1.6M Β· ⏱️ 09.01.2022):

     conda install -c conda-forge paramiko
    
docker (πŸ₯ˆ40 Β· ⭐ 5.6K) - A Python library for the Docker Engine API. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 400 Β· πŸ”€ 1.5K Β· πŸ“¦ 31K Β· πŸ“‹ 1.5K - 28% open Β· ⏱️ 14.10.2021):

     git clone https://github.com/docker/docker-py
    
  • PyPi (πŸ“₯ 27M / month Β· πŸ“¦ 3.2K Β· ⏱️ 07.10.2021):

     pip install docker
    
  • Conda (πŸ“₯ 1.9M Β· ⏱️ 07.12.2021):

     conda install -c conda-forge docker-py
    
kubernetes (πŸ₯‰37 Β· ⭐ 4.5K) - Official Python client library for kubernetes. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 2.5K Β· πŸ“‹ 1K - 8% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/kubernetes-client/python
    
  • PyPi (πŸ“₯ 7.1M / month Β· πŸ“¦ 1.1K Β· ⏱️ 15.02.2022):

     pip install kubernetes
    
  • Conda (πŸ“₯ 270K Β· ⏱️ 27.01.2022):

     conda install -c conda-forge kubernetes
    
fabric (πŸ₯‰35 Β· ⭐ 13K) - Simple, Pythonic remote execution and deployment. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 1.9K Β· πŸ“‹ 1.7K - 25% open Β· ⏱️ 15.10.2021):

     git clone https://github.com/fabric/fabric
    
  • PyPi (πŸ“₯ 1.1M / month Β· πŸ“¦ 300 Β· ⏱️ 19.01.2021):

     pip install fabric
    
  • Conda (πŸ“₯ 45K Β· ⏱️ 09.03.2021):

     conda install -c conda-forge fabric
    
schedule (πŸ₯‰35 Β· ⭐ 9.4K Β· πŸ’€) - Python job scheduling for humans. MIT
  • GitHub (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 810 Β· πŸ“¦ 16K Β· πŸ“‹ 360 - 31% open Β· ⏱️ 26.06.2021):

     git clone https://github.com/dbader/schedule
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 1.3K Β· ⏱️ 10.04.2021):

     pip install schedule
    
  • Conda (πŸ“₯ 11K Β· ⏱️ 10.04.2021):

     conda install -c conda-forge schedule
    
netmiko (πŸ₯‰34 Β· ⭐ 2.6K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 980 Β· πŸ“¦ 2.1K Β· πŸ“‹ 1.6K - 15% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/ktbyers/netmiko
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 230 Β· ⏱️ 23.04.2021):

     pip install netmiko
    
plumbum (πŸ₯‰33 Β· ⭐ 2.3K) - Plumbum: Shell Combinators. MIT
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 170 Β· πŸ“‹ 330 - 35% open Β· ⏱️ 10.02.2022):

     git clone https://github.com/tomerfiliba/plumbum
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 440 Β· ⏱️ 23.12.2021):

     pip install plumbum
    
  • Conda (πŸ“₯ 700K Β· ⏱️ 23.12.2021):

     conda install -c conda-forge plumbum
    
pyinfra (πŸ₯‰30 Β· ⭐ 1.4K) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 260 Β· πŸ“¦ 41 Β· πŸ“‹ 530 - 18% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/Fizzadar/pyinfra
    
  • PyPi (πŸ“₯ 13K / month Β· πŸ“¦ 9 Β· ⏱️ 31.08.2021):

     pip install pyinfra
    
Show 5 hidden projects...
  • sshtunnel (πŸ₯‰29 Β· ⭐ 930 Β· πŸ’€) - SSH tunnels to remote server. MIT
  • storm (πŸ₯‰25 Β· ⭐ 3.9K Β· πŸ’€) - Manage your SSH like a boss. MIT
  • fabtools (πŸ₯‰25 Β· ⭐ 1.2K Β· πŸ’€) - Tools for writing awesome Fabric files. BSD-2
  • parallel-ssh (πŸ₯‰24 Β· ⭐ 980) - Asynchronous parallel SSH client library. ❗️LGPL-2.1
  • wssh (πŸ₯‰17 Β· ⭐ 1.3K Β· πŸ’€) - SSH to WebSockets Bridge. MIT

Process Utilities

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supervisor (πŸ₯‡37 Β· ⭐ 7.2K) - Supervisor process control system for UNIX. ❗️Repoze Public License
  • GitHub (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.2K Β· πŸ“¦ 6.8K Β· πŸ“‹ 1.1K - 12% open Β· ⏱️ 20.01.2022):

     git clone https://github.com/Supervisor/supervisor
    
  • PyPi (πŸ“₯ 1.2M / month Β· πŸ“¦ 1.9K Β· ⏱️ 30.12.2021):

     pip install supervisor
    
  • Conda (πŸ“₯ 180K Β· ⏱️ 08.01.2022):

     conda install -c conda-forge supervisor
    
pexpect (πŸ₯ˆ36 Β· ⭐ 2.2K Β· πŸ“‰) - A Python module for controlling interactive programs in a pseudo-.. ISC
  • GitHub (πŸ‘¨β€πŸ’» 94 Β· πŸ”€ 440 Β· πŸ“₯ 4.1K Β· πŸ“¦ 170K Β· πŸ“‹ 440 - 39% open Β· ⏱️ 06.02.2022):

     git clone https://github.com/pexpect/pexpect
    
  • PyPi (πŸ“₯ 21M / month Β· πŸ“¦ 16K Β· ⏱️ 15.12.2021):

     pip install pexpect
    
  • Conda (πŸ“₯ 6.7M Β· ⏱️ 12.10.2020):

     conda install -c conda-forge pexpect
    
sh (πŸ₯‰33 Β· ⭐ 6.1K) - Python process launching. MIT
  • GitHub (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 450 Β· πŸ“¦ 8.5K Β· πŸ“‹ 410 - 2% open Β· ⏱️ 12.11.2021):

     git clone https://github.com/amoffat/sh
    
  • PyPi (πŸ“₯ 2.6M / month Β· πŸ“¦ 2.5K Β· ⏱️ 15.12.2021):

     pip install sh
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge sh
    
ptyprocess (πŸ₯‰25 Β· ⭐ 160) - Run a subprocess in a pseudo terminal. ISC
  • GitHub (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 62 Β· πŸ“‹ 34 - 50% open Β· ⏱️ 31.10.2021):

     git clone https://github.com/pexpect/ptyprocess
    
  • PyPi (πŸ“₯ 21M / month Β· πŸ“¦ 13K Β· ⏱️ 28.12.2020):

     pip install ptyprocess
    
  • Conda (πŸ“₯ 6.4M Β· ⏱️ 31.12.2020):

     conda install -c conda-forge ptyprocess
    

Asynchronous Programming

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greenlet (πŸ₯‡38 Β· ⭐ 1.3K) - Lightweight in-process concurrent programming. MIT
  • GitHub (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 210 Β· πŸ“¦ 110K Β· πŸ“‹ 170 - 10% open Β· ⏱️ 24.01.2022):

     git clone https://github.com/python-greenlet/greenlet
    
  • PyPi (πŸ“₯ 34M / month Β· πŸ“¦ 10K Β· ⏱️ 20.01.2022):

     pip install greenlet
    
  • Conda (πŸ“₯ 2.3M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge greenlet
    
uvloop (πŸ₯ˆ36 Β· ⭐ 8.4K) - Ultra fast asyncio event loop. MIT
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 460 Β· πŸ“₯ 350 Β· πŸ“¦ 35K Β· πŸ“‹ 270 - 18% open Β· ⏱️ 10.08.2021):

     git clone https://github.com/MagicStack/uvloop
    
  • PyPi (πŸ“₯ 4.1M / month Β· πŸ“¦ 1.6K Β· ⏱️ 10.08.2021):

     pip install uvloop
    
  • Conda (πŸ“₯ 410K Β· ⏱️ 02.11.2021):

     conda install -c conda-forge uvloop
    
anyio (πŸ₯ˆ30 Β· ⭐ 810) - High level asynchronous concurrency and networking framework that works on.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 61 Β· πŸ“‹ 220 - 13% open Β· ⏱️ 11.01.2022):

     git clone https://github.com/agronholm/anyio
    
  • PyPi (πŸ“₯ 8.7M / month Β· πŸ“¦ 150 Β· ⏱️ 11.01.2022):

     pip install anyio
    
  • Conda (πŸ“₯ 1.1M Β· ⏱️ 11.01.2022):

     conda install -c conda-forge anyio
    
aiomisc (πŸ₯‰22 Β· ⭐ 250) - aiomisc - miscellaneous utils for asyncio. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 16 Β· πŸ“¦ 160 Β· πŸ“‹ 15 - 33% open Β· ⏱️ 24.01.2022):

     git clone https://github.com/aiokitchen/aiomisc
    
  • PyPi (πŸ“₯ 9.9K / month Β· πŸ“¦ 23 Β· ⏱️ 24.01.2022):

     pip install aiomisc
    
unsync (πŸ₯‰20 Β· ⭐ 700) - Unsynchronize asyncio. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 46 Β· πŸ“¦ 94 Β· πŸ“‹ 28 - 21% open Β· ⏱️ 06.02.2022):

     git clone https://github.com/alex-sherman/unsync
    
  • PyPi (πŸ“₯ 5.8K / month Β· πŸ“¦ 8 Β· ⏱️ 21.10.2021):

     pip install unsync
    
  • Conda (πŸ“₯ 4K Β· ⏱️ 29.03.2021):

     conda install -c conda-forge unsync
    
asyncer (πŸ₯‰14 Β· ⭐ 560 Β· 🐣) - Asyncer, async and await, focused on developer experience. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 19 Β· πŸ“‹ 5 - 60% open Β· ⏱️ 13.02.2022):

     git clone https://github.com/tiangolo/asyncer
    
  • PyPi (πŸ“₯ 3.2K / month Β· ⏱️ 04.01.2022):

     pip install asyncer
    
  • Conda (πŸ“₯ 65 Β· ⏱️ 10.01.2022):

     conda install -c conda-forge asyncer
    
Show 1 hidden projects...
  • stopit (πŸ₯‰20 Β· ⭐ 93 Β· πŸ’€) - Raise asynchronous exceptions in other thread, control the timeout of.. MIT

Configuration

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traitlets (πŸ₯‡36 Β· ⭐ 480) - A lightweight Traits like module. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 170 Β· πŸ“¦ 200K Β· πŸ“‹ 240 - 35% open Β· ⏱️ 25.10.2021):

     git clone https://github.com/ipython/traitlets
    
  • PyPi (πŸ“₯ 15M / month Β· πŸ“¦ 14K Β· ⏱️ 15.12.2021):

     pip install traitlets
    
  • Conda (πŸ“₯ 9.9M Β· ⏱️ 26.10.2021):

     conda install -c conda-forge traitlets
    
python-dotenv (πŸ₯ˆ35 Β· ⭐ 4.7K) - Get and set values in your .env file in local and production.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 290 Β· πŸ“¦ 200K Β· πŸ“‹ 200 - 11% open Β· ⏱️ 14.01.2022):

     git clone https://github.com/theskumar/python-dotenv
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 6.1K Β· ⏱️ 11.11.2021):

     pip install python-dotenv
    
  • Conda (πŸ“₯ 1.4M Β· ⏱️ 11.11.2021):

     conda install -c conda-forge python-dotenv
    
Dynaconf (πŸ₯ˆ32 Β· ⭐ 2.2K) - Configuration Management for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 200 Β· πŸ“¦ 2.3K Β· πŸ“‹ 330 - 28% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/rochacbruno/dynaconf
    
  • PyPi (πŸ“₯ 850K / month Β· πŸ“¦ 150 Β· ⏱️ 09.09.2021):

     pip install dynaconf
    
  • Conda (πŸ“₯ 6.5K Β· ⏱️ 04.01.2022):

     conda install -c conda-forge dynaconf
    
python-decouple (πŸ₯ˆ32 Β· ⭐ 2K) - Strict separation of config from code. MIT
  • GitHub (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 150 Β· πŸ“₯ 7 Β· πŸ“¦ 58K Β· πŸ“‹ 75 - 8% open Β· ⏱️ 02.02.2022):

     git clone https://github.com/henriquebastos/python-decouple
    
  • PyPi (πŸ“₯ 920K / month Β· πŸ“¦ 3.2K Β· ⏱️ 02.02.2022):

     pip install python-decouple
    
  • Conda (πŸ“₯ 36K Β· ⏱️ 02.02.2022):

     conda install -c conda-forge python-decouple
    
hydra (πŸ₯‰29 Β· ⭐ 5.5K) - Hydra is a framework for elegantly configuring complex applications. MIT
  • GitHub (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 430 Β· πŸ“¦ 6 Β· πŸ“‹ 1K - 12% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/facebookresearch/hydra
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 6 Β· ⏱️ 03.08.2016):

     pip install hydra
    
  • Conda (πŸ“₯ 350K Β· ⏱️ 20.08.2021):

     conda install -c conda-forge hydra-core
    
omegaconf (πŸ₯‰29 Β· ⭐ 1K) - Flexible Python configuration system. The last one you will ever need. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 57 Β· πŸ“¦ 3.1K Β· πŸ“‹ 420 - 11% open Β· ⏱️ 07.02.2022):

     git clone https://github.com/omry/omegaconf
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 70 Β· ⏱️ 19.08.2021):

     pip install omegaconf
    
  • Conda (πŸ“₯ 460K 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”€ 96 Β· πŸ“¦ 3.5K Β· πŸ“‹ 77 - 53% open Β· ⏱️ 04.11.2021):

     git clone https://github.com/google/gin-config
    
  • PyPi (πŸ“₯ 310K / month Β· πŸ“¦ 77 Β· ⏱️ 03.11.2021):

     pip install gin-config
    
  • Conda (πŸ“₯ 3.7K Β· ⏱️ 07.01.2022):

     conda install -c conda-forge gin-config
    
Show 1 hidden projects...
  • configobj (πŸ₯‰29 Β· ⭐ 260 Β· πŸ’€) - Python 3+ compatible port of the configobj library. BSD-3

CLI Development

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click (πŸ₯‡45 Β· ⭐ 12K) - Python composable command line interface toolkit. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.2K Β· πŸ“¦ 720K Β· πŸ“‹ 1.3K - 5% open Β· ⏱️ 13.01.2022):

     git clone https://github.com/pallets/click
    
  • PyPi (πŸ“₯ 91M / month Β· πŸ“¦ 68K Β· ⏱️ 10.10.2021):

     pip install click
    
  • Conda (πŸ“₯ 12M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge click
    
rich (πŸ₯‡42 Β· ⭐ 35K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.1K Β· πŸ“¦ 12K Β· πŸ“‹ 710 - 6% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/Textualize/rich
    
  • PyPi (πŸ“₯ 4.2M / month Β· πŸ“¦ 1.4K Β· ⏱️ 08.02.2022):

     pip install rich
    
  • Conda (πŸ“₯ 630K Β· ⏱️ 08.02.2022):

     conda install -c conda-forge rich
    
python-prompt-toolkit (πŸ₯ˆ36 Β· ⭐ 7.6K) - Library for building powerful interactive command.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 600 Β· πŸ“‹ 990 - 48% open Β· ⏱️ 11.02.2022):

     git clone https://github.com/prompt-toolkit/python-prompt-toolkit
    
  • PyPi (πŸ“₯ 19M / month Β· πŸ“¦ 3.3K Β· ⏱️ 03.10.2019):

     pip install prompt_toolkit
    
  • Conda (πŸ“₯ 5.5M Β· ⏱️ 10.02.2022):

     conda install -c conda-forge prompt-toolkit
    
emoji (πŸ₯ˆ35 Β· ⭐ 1.4K Β· πŸ“ˆ) - emoji terminal output for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 240 Β· πŸ“¦ 33K Β· πŸ“‹ 110 - 10% open Β· ⏱️ 06.02.2022):

     git clone https://github.com/carpedm20/emoji
    
  • PyPi (πŸ“₯ 3.4M / month Β· πŸ“¦ 1.3K Β· ⏱️ 15.01.2022):

     pip install emoji
    
  • Conda (πŸ“₯ 19K Β· ⏱️ 15.01.2022):

     conda install -c conda-forge emoji
    
python-fire (πŸ₯ˆ34 Β· ⭐ 22K Β· πŸ’€) - Python Fire is a library for automatically generating.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 1.2K Β· πŸ“¦ 11K Β· πŸ“‹ 250 - 41% open Β· ⏱️ 17.06.2021):

     git clone https://github.com/google/python-fire
    
  • PyPi (πŸ“₯ 2.5M / month Β· πŸ“¦ 1.3K Β· ⏱️ 22.01.2021):

     pip install fire
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 22.01.2021):

     conda install -c conda-forge fire
    
colorama (πŸ₯ˆ34 Β· ⭐ 2.7K) - Simple cross-platform colored terminal text in Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 190 Β· πŸ“¦ 320K Β· πŸ“‹ 230 - 51% open Β· ⏱️ 07.10.2021):

     git clone https://github.com/tartley/colorama
    
  • PyPi (πŸ“₯ 110M / month Β· πŸ“¦ 19K Β· ⏱️ 13.10.2020):

     pip install colorama
    
  • Conda (πŸ“₯ 7.8M Β· ⏱️ 16.10.2020):

     conda install -c conda-forge colorama
    
argcomplete (πŸ₯ˆ32 Β· ⭐ 1K) - Python and tab completion, better together. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 100 Β· πŸ“₯ 160 Β· πŸ“¦ 15K Β· πŸ“‹ 200 - 21% open Β· ⏱️ 03.01.2022):

     git clone https://github.com/kislyuk/argcomplete
    
  • PyPi (πŸ“₯ 13M / month Β· πŸ“¦ 1.8K Β· ⏱️ 03.01.2022):

     pip install argcomplete
    
  • Conda (πŸ“₯ 470K Β· ⏱️ 04.01.2022):

     conda install -c conda-forge argcomplete
    
Typer (πŸ₯‰29 Β· ⭐ 7.2K) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 260 Β· πŸ“‹ 240 - 60% open Β· ⏱️ 13.02.2022):

     git clone https://github.com/tiangolo/typer
    
  • PyPi (πŸ“₯ 4.9M / month Β· πŸ“¦ 820 Β· ⏱️ 30.08.2021):

     pip install typer
    
  • Conda (πŸ“₯ 340K Β· ⏱️ 30.08.2021):

     conda install -c conda-forge typer
    
asciimatics (πŸ₯‰29 Β· ⭐ 2.9K) - A cross platform package to do curses-like operations, plus.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 220 Β· πŸ“¦ 600 Β· πŸ“‹ 270 - 7% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/peterbrittain/asciimatics
    
  • PyPi (πŸ“₯ 9.4K / month Β· πŸ“¦ 110 Β· ⏱️ 05.04.2021):

     pip install asciimatics
    
  • Conda (πŸ“₯ 86K Β· ⏱️ 15.11.2021):

     conda install -c conda-forge asciimatics
    
ConfigArgParse (πŸ₯‰29 Β· ⭐ 580) - A drop-in replacement for argparse that allows options to also be.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 98 Β· πŸ“¦ 6.8K Β· πŸ“‹ 180 - 34% open Β· ⏱️ 06.10.2021):

     git clone https://github.com/bw2/ConfigArgParse
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 1.4K Β· ⏱️ 03.10.2021):

     pip install configargparse
    
  • Conda (πŸ“₯ 250K Β· ⏱️ 04.10.2021):

     conda install -c conda-forge configargparse
    
wcwidth (πŸ₯‰28 Β· ⭐ 270) - Python library that measures the width of unicode strings rendered to a.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 40 Β· πŸ“¦ 250K Β· πŸ“‹ 32 - 37% open Β· ⏱️ 28.09.2021):

     git clone https://github.com/jquast/wcwidth
    
  • PyPi (πŸ“₯ 22M / month Β· πŸ“¦ 13K Β· ⏱️ 23.06.2020):

     pip install wcwidth
    
  • Conda (πŸ“₯ 8.9M Β· ⏱️ 24.09.2020):

     conda install -c conda-forge wcwidth
    
questionary (πŸ₯‰27 Β· ⭐ 820) - Python library to build pretty command line user prompts Easy to use.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 54 Β· πŸ“‹ 92 - 25% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/tmbo/questionary
    
  • PyPi (πŸ“₯ 890K / month Β· πŸ“¦ 180 Β· ⏱️ 15.07.2021):

     pip install questionary
    
  • Conda (πŸ“₯ 4.2K Β· ⏱️ 15.07.2021):

     conda install -c conda-forge questionary
    
cleo (πŸ₯‰25 Β· ⭐ 810 Β· πŸ’€) - Cleo allows you to create beautiful and testable command-line interfaces. MIT
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 52 Β· πŸ“‹ 88 - 69% open Β· ⏱️ 30.07.2021):

     git clone https://github.com/sdispater/cleo
    
  • PyPi (πŸ“₯ 5.3M / month Β· πŸ“¦ 190 Β· ⏱️ 30.07.2021):

     pip install cleo
    
  • Conda (πŸ“₯ 78K Β· ⏱️ 26.01.2022):

     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”€ 81 Β· πŸ“¦ 140 Β· πŸ“‹ 28 - 60% open Β· ⏱️ 31.03.2021):

     git clone https://github.com/glamp/bashplotlib
    
  • PyPi (πŸ“₯ 3.3K / month Β· πŸ“¦ 30 Β· ⏱️ 06.02.2016):

     pip install bashplotlib
    
Show 5 hidden projects...
  • docopt (πŸ₯ˆ35 Β· ⭐ 7.6K Β· πŸ’€) - Pythonic command line arguments parser, that will make you smile. MIT
  • blessings (πŸ₯‰28 Β· ⭐ 1.3K Β· πŸ’€) - A thin, practical wrapper around terminal capabilities in Python. MIT
  • clint (πŸ₯‰24 Β· ⭐ 67 Β· πŸ’€) - Python Command-line Application Tools. ISC
  • docopt-ng (πŸ₯‰19 Β· ⭐ 70) - Humane command line arguments parser. Now with maintenance, typehints,.. MIT
  • colout (πŸ₯‰18 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 ( ⭐ 410) - A ranked list of awesome python developer tools and libraries. Updated..


Data Caching

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cachetools (πŸ₯‡33 Β· ⭐ 1.2K) - Extensible memoizing collections and decorators. MIT
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 130 Β· πŸ“‹ 200 - 5% open Β· ⏱️ 22.12.2021):

     git clone https://github.com/tkem/cachetools
    
  • PyPi (πŸ“₯ 52M / month Β· πŸ“¦ 2.9K Β· ⏱️ 21.12.2021):

     pip install cachetools
    
  • Conda (πŸ“₯ 4.1M Β· ⏱️ 28.12.2021):

     conda install -c conda-forge cachetools
    
pylibmc (πŸ₯ˆ28 Β· ⭐ 450) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 120 Β· πŸ“¦ 3.8K Β· πŸ“‹ 190 - 13% open Β· ⏱️ 26.10.2021):

     git clone https://github.com/lericson/pylibmc
    
  • PyPi (πŸ“₯ 170K / month Β· πŸ“¦ 2.4K Β· ⏱️ 15.08.2019):

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

     conda install -c conda-forge pylibmc
    
beaker (πŸ₯‰27 Β· ⭐ 480) - WSGI middleware for sessions and caching. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 130 Β· πŸ“¦ 3.2K Β· πŸ“‹ 120 - 54% open Β· ⏱️ 07.12.2021):

     git clone https://github.com/bbangert/beaker
    
  • PyPi (πŸ“₯ 270K / month Β· πŸ“¦ 1.4K Β· ⏱️ 26.08.2019):

     pip install beaker
    
  • Conda (πŸ“₯ 57K Β· ⏱️ 27.08.2019):

     conda install -c conda-forge beaker
    
cachier (πŸ₯‰24 Β· ⭐ 400) - Persistent, stale-free, local and cross-machine caching for Python.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 45 Β· πŸ“¦ 220 Β· πŸ“‹ 50 - 40% open Β· ⏱️ 16.01.2022):

     git clone https://github.com/shaypal5/cachier
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 21 Β· ⏱️ 25.11.2021):

     pip install cachier
    
Show 2 hidden projects...
  • cached-property (πŸ₯ˆ30 Β· ⭐ 640 Β· πŸ’€) - A decorator for caching properties in classes. BSD-3
  • aiocache (πŸ₯‰26 Β· ⭐ 630 Β· πŸ’€) - Asyncio cache manager for redis, memcached and memory. 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₯‡40 Β· ⭐ 14K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 560 Β· πŸ”€ 2.8K Β· πŸ“₯ 25K Β· πŸ“¦ 6.2K Β· πŸ“‹ 4.6K - 19% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/kivy/kivy
    
  • PyPi (πŸ“₯ 210K / month Β· πŸ“¦ 570 Β· ⏱️ 12.02.2022):

     pip install kivy
    
  • Conda (πŸ“₯ 220K Β· ⏱️ 10.02.2022):

     conda install -c conda-forge kivy
    
PySimpleGUI (πŸ₯ˆ37 Β· ⭐ 9.5K) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 1.4K Β· πŸ“¦ 4.4K Β· πŸ“‹ 2.6K - 24% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/PySimpleGUI/PySimpleGUI
    
  • PyPi (πŸ“₯ 92K / month Β· πŸ“¦ 210 Β· ⏱️ 13.02.2022):

     pip install pysimplegui
    
  • Conda (πŸ“₯ 46K Β· ⏱️ 06.01.2022):

     conda install -c conda-forge pysimplegui
    
DearPyGui (πŸ₯ˆ31 Β· ⭐ 7.2K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 360 Β· πŸ“¦ 270 Β· πŸ“‹ 890 - 15% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/hoffstadt/DearPyGui
    
  • PyPi (πŸ“₯ 8.1K / month Β· πŸ“¦ 11 Β· ⏱️ 20.01.2022):

     pip install dearpygui
    
Eel (πŸ₯ˆ29 Β· ⭐ 4.8K) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 490 Β· πŸ“¦ 3.1K Β· πŸ“‹ 440 - 30% open Β· ⏱️ 19.10.2021):

     git clone https://github.com/ChrisKnott/Eel
    
  • PyPi (πŸ“₯ 43K / month Β· πŸ“¦ 60 Β· ⏱️ 17.08.2020):

     pip install eel
    
toga (πŸ₯ˆ29 Β· ⭐ 3K) - A Python native, OS native GUI toolkit. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 510 Β· πŸ“‹ 520 - 26% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/beeware/toga
    
  • PyPi (πŸ“₯ 1.4K / month Β· πŸ“¦ 32 Β· ⏱️ 07.01.2022):

     pip install toga
    
  • npm (πŸ“₯ 1 / month Β· ⏱️ 23.04.2017):

     npm install @pybee/toga
    
enaml (πŸ₯ˆ29 Β· ⭐ 1.2K) - Declarative User Interfaces for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 120 Β· πŸ“₯ 78 Β· πŸ“¦ 200 Β· πŸ“‹ 220 - 20% open Β· ⏱️ 09.02.2022):

     git clone https://github.com/nucleic/enaml
    
  • PyPi (πŸ“₯ 2.6K / month Β· πŸ“¦ 81 Β· ⏱️ 09.02.2022):

     pip install enaml
    
  • Conda (πŸ“₯ 99K Β· ⏱️ 10.02.2022):

     conda install -c conda-forge enaml
    
Gooey (πŸ₯‰28 Β· ⭐ 15K) - Turn (almost) any Python command line program into a full GUI application.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 820 Β· πŸ“₯ 180 Β· πŸ“¦ 500 Β· πŸ“‹ 550 - 20% open Β· ⏱️ 04.02.2022):

     git clone https://github.com/chriskiehl/Gooey
    
  • PyPi (πŸ“₯ 4.4K / month Β· πŸ“¦ 66 Β· ⏱️ 29.01.2022):

     pip install gooey
    
  • Conda (πŸ“₯ 43K Β· ⏱️ 29.12.2021):

     conda install -c conda-forge gooey
    
flexx (πŸ₯‰28 Β· ⭐ 2.9K) - Write desktop and web apps in pure Python. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 250 Β· πŸ“¦ 100 Β· πŸ“‹ 430 - 19% open Β· ⏱️ 16.09.2021):

     git clone https://github.com/flexxui/flexx
    
  • PyPi (πŸ“₯ 750 / month Β· πŸ“¦ 21 Β· ⏱️ 16.09.2021):

     pip install flexx
    
  • Conda (πŸ“₯ 85K Β· ⏱️ 16.09.2021):

     conda install -c conda-forge flexx
    
Show 1 hidden projects...

Computer & Machine Vision

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πŸ”—Β best-of-ml-python - Computer Vision ( ⭐ 6.2K) - Collection of computer vision and image processing..


Machine Learning & Data Engineering

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πŸ”—Β best-of-ml-python ( ⭐ 6.2K) - A ranked list of awesome machine learning Python libraries. Updated..


Text Data

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πŸ”—Β best-of-ml-python - NLP ( ⭐ 6.2K) - Collection of text processing and NLP libraries.

phonenumbers (πŸ₯‡33 Β· ⭐ 2.9K) - Python port of Googles libphonenumber. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 380 Β· πŸ“‹ 140 - 3% open Β· ⏱️ 09.02.2022):

     git clone https://github.com/daviddrysdale/python-phonenumbers
    
  • PyPi (πŸ“₯ 3.2M / month Β· πŸ“¦ 1.3K Β· ⏱️ 10.02.2022):

     pip install phonenumbers
    
  • Conda (πŸ“₯ 520K Β· ⏱️ 10.02.2022):

     conda install -c conda-forge phonenumbers
    
chardet (πŸ₯‡33 Β· ⭐ 1.7K) - 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“₯ 50M / month Β· πŸ“¦ 39K Β· ⏱️ 10.12.2020):

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

     conda install -c conda-forge chardet
    
  • npm (πŸ“₯ 12 / month Β· πŸ“¦ 1 Β· ⏱️ 20.08.2017):

     npm install @pypi/chardet
    
humanize (πŸ₯ˆ32 Β· ⭐ 1.5K) - python humanize functions. MIT
  • GitHub (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 160 Β· πŸ“‹ 82 - 25% open Β· ⏱️ 13.02.2022):

     git clone https://github.com/jmoiron/humanize
    
  • PyPi (πŸ“₯ 2.9M / month Β· πŸ“¦ 1.8K Β· ⏱️ 13.02.2022):

     pip install humanize
    
  • Conda (πŸ“₯ 210K Β· ⏱️ 13.02.2022):

     conda install -c conda-forge humanize
    
python-slugify (πŸ₯ˆ30 Β· ⭐ 1.2K) - Returns unicode slugs. MIT
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 90 Β· πŸ“‹ 52 - 3% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/un33k/python-slugify
    
  • PyPi (πŸ“₯ 4.7M / month Β· πŸ“¦ 2.6K Β· ⏱️ 16.02.2022):

     pip install python-slugify
    
  • Conda (πŸ“₯ 680K Β· ⏱️ 17.02.2022):

     conda install -c conda-forge python-slugify
    
inflect (πŸ₯‰29 Β· ⭐ 620) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 71 Β· πŸ“‹ 82 - 18% open Β· ⏱️ 01.02.2022):

     git clone https://github.com/jaraco/inflect
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 880 Β· ⏱️ 01.02.2022):

     pip install inflect
    
  • Conda (πŸ“₯ 200K Β· ⏱️ 01.02.2022):

     conda install -c conda-forge inflect
    
pyahocorasick (πŸ₯‰25 Β· ⭐ 680) - Python module (C extension and plain python) implementing Aho-.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 98 Β· πŸ“¦ 900 Β· πŸ“‹ 110 - 35% open Β· ⏱️ 22.11.2021):

     git clone https://github.com/WojciechMula/pyahocorasick
    
  • PyPi (πŸ“₯ 320K / month Β· πŸ“¦ 91 Β· ⏱️ 27.03.2021):

     pip install pyahocorasick
    
  • Conda (πŸ“₯ 140K Β· ⏱️ 06.02.2022):

     conda install -c conda-forge pyahocorasick
    
Show 4 hidden projects...
  • awesome-slugify (πŸ₯‰22 Β· ⭐ 460 Β· πŸ’€) - Python flexible slugify function. ❗️GPL-3.0
  • price-parser (πŸ₯‰20 Β· ⭐ 220 Β· πŸ’€) - Extract price amount and currency symbol from a raw text.. BSD-3
  • coolname (πŸ₯‰19 Β· ⭐ 87 Β· πŸ’€) - Random Name and Slug Generator. BSD-2
  • millify (πŸ₯‰14 Β· ⭐ 54 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.

boto3 (πŸ₯‡44 Β· ⭐ 7K) - AWS SDK for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 1.5K Β· πŸ“¦ 160K Β· πŸ“‹ 2.6K - 10% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/boto/boto3
    
  • PyPi (πŸ“₯ 230M / month Β· πŸ“¦ 16K Β· ⏱️ 11.02.2022):

     pip install boto3
    
  • Conda (πŸ“₯ 8.5M Β· ⏱️ 17.02.2022):

     conda install -c conda-forge boto3
    
SQLAlchemy (πŸ₯‡44 Β· ⭐ 4.9K) - The Database Toolkit for Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 520 Β· πŸ”€ 790 Β· πŸ“₯ 36K Β· πŸ“¦ 350K Β· πŸ“‹ 6.5K - 3% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/sqlalchemy/sqlalchemy
    
  • PyPi (πŸ“₯ 44M / month Β· πŸ“¦ 45K Β· ⏱️ 21.01.2022):

     pip install SQLAlchemy
    
  • Conda (πŸ“₯ 6.3M Β· ⏱️ 21.01.2022):

     conda install -c conda-forge sqlalchemy
    
redis (πŸ₯‡43 Β· ⭐ 10K) - Redis Python Client. MIT
  • GitHub (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 2.1K Β· πŸ“¦ 130K Β· πŸ“‹ 1.1K - 11% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/redis/redis-py
    
  • PyPi (πŸ“₯ 21M / month Β· πŸ“¦ 27K Β· ⏱️ 16.02.2022):

     pip install redis
    
  • Conda (πŸ“₯ 610K Β· ⏱️ 16.02.2022):

     conda install -c conda-forge redis-py
    
azure-storage-blob (πŸ₯‡42 Β· ⭐ 2.4K) - This repository is for active development of the Azure SDK.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 1.7K Β· πŸ“¦ 1.9K Β· πŸ“‹ 6.4K - 13% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/Azure/azure-sdk-for-python
    
  • PyPi (πŸ“₯ 34M / month Β· πŸ“¦ 490 Β· ⏱️ 07.02.2022):

     pip install azure-storage-blob
    
  • Conda (πŸ“₯ 350K Β· ⏱️ 20.09.2021):

     conda install -c conda-forge azure-storage-blob
    
google-cloud-storage (πŸ₯‡41 Β· ⭐ 3.8K) - Google Cloud Client Library for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.4K Β· πŸ“‹ 3.4K - 0% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/googleapis/google-cloud-python
    
  • PyPi (πŸ“₯ 35M / month Β· πŸ“¦ 1.6K Β· ⏱️ 19.01.2022):

     pip install google-cloud-storage
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 14.02.2022):

     conda install -c conda-forge google-cloud-storage
    
peewee (πŸ₯‡40 Β· ⭐ 8.9K) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT
  • GitHub (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.3K Β· πŸ“¦ 15K Β· πŸ“‹ 2.1K - 0% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/coleifer/peewee
    
  • PyPi (πŸ“₯ 830K / month Β· πŸ“¦ 3.6K Β· ⏱️ 15.02.2022):

     pip install peewee
    
  • Conda (πŸ“₯ 380K Β· ⏱️ 15.02.2022):

     conda install -c conda-forge peewee
    
elasticsearch (πŸ₯‡40 Β· ⭐ 3.5K) - Official Elasticsearch client library for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 1.1K Β· πŸ“₯ 1.1K Β· πŸ“¦ 26K Β· πŸ“‹ 940 - 3% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/elastic/elasticsearch-py
    
  • PyPi (πŸ“₯ 12M / month Β· πŸ“¦ 5.9K Β· ⏱️ 10.02.2022):

     pip install elasticsearch
    
  • Conda (πŸ“₯ 500K Β· ⏱️ 11.02.2022):

     conda install -c conda-forge elasticsearch
    
kafka-python (πŸ₯ˆ38 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“¦ 9.2K Β· πŸ“‹ 1.4K - 15% open Β· ⏱️ 03.08.2021):

     git clone https://github.com/dpkp/kafka-python
    
  • PyPi (πŸ“₯ 6.5M / month Β· πŸ“¦ 1.3K Β· ⏱️ 30.09.2020):

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

     conda install -c conda-forge kafka-python
    
MongoEngine (πŸ₯ˆ38 Β· ⭐ 3.7K) - A Python Object-Document-Mapper for working with MongoDB. MIT
  • GitHub (πŸ‘¨β€πŸ’» 370 Β· πŸ”€ 1.2K Β· πŸ“¦ 16K Β· πŸ“‹ 1.6K - 22% open Β· ⏱️ 24.01.2022):

     git clone https://github.com/MongoEngine/mongoengine
    
  • PyPi (πŸ“₯ 780K / month Β· πŸ“¦ 3.5K Β· ⏱️ 04.05.2021):

     pip install mongoengine
    
  • Conda (πŸ“₯ 150K Β· ⏱️ 29.01.2022):

     conda install -c conda-forge mongoengine
    
pymongo (πŸ₯ˆ38 Β· ⭐ 3.5K) - PyMongo - the Python driver for MongoDB. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 1K Β· ⏱️ 17.02.2022):

     git clone https://github.com/mongodb/mongo-python-driver
    
  • PyPi (πŸ“₯ 16M / month Β· πŸ“¦ 19K Β· ⏱️ 07.12.2021):

     pip install pymongo
    
  • Conda (πŸ“₯ 580K Β· ⏱️ 19.01.2022):

     conda install -c conda-forge pymongo
    
PyMySQL (πŸ₯ˆ37 Β· ⭐ 6.8K) - Pure Python MySQL Client. MIT
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 1.3K Β· πŸ“¦ 110K Β· πŸ“‹ 600 - 3% open Β· ⏱️ 06.02.2022):

     git clone https://github.com/PyMySQL/PyMySQL
    
  • PyPi (πŸ“₯ 16M / month Β· πŸ“¦ 10K Β· ⏱️ 09.01.2021):

     pip install PyMySQL
    
  • Conda (πŸ“₯ 490K Β· ⏱️ 09.01.2021):

     conda install -c conda-forge pymysql
    
alembic (πŸ₯ˆ36 Β· ⭐ 1.2K) - A database migrations tool for SQLAlchemy. MIT
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 130 Β· πŸ“¦ 93K Β· πŸ“‹ 850 - 10% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/sqlalchemy/alembic
    
  • PyPi (πŸ“₯ 19M / month Β· πŸ“¦ 11K Β· ⏱️ 01.02.2022):

     pip install alembic
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 02.02.2022):

     conda install -c conda-forge alembic
    
python-bigquery (πŸ₯ˆ36 Β· ⭐ 370) - Google BigQuery API client library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 150 Β· πŸ“¦ 11K Β· πŸ“‹ 420 - 14% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/googleapis/python-bigquery
    
  • PyPi (πŸ“₯ 46M / month Β· πŸ“¦ 930 Β· ⏱️ 13.01.2022):

     pip install google-cloud-bigquery
    
  • Conda (πŸ“₯ 1.6M Β· ⏱️ 13.01.2022):

     conda install -c conda-forge google-cloud-bigquery
    
confluent-kafka-python (πŸ₯ˆ35 Β· ⭐ 2.6K) - Confluents Kafka Python Client. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 87 Β· πŸ”€ 700 Β· πŸ“¦ 3.2K Β· πŸ“‹ 930 - 25% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/confluentinc/confluent-kafka-python
    
  • PyPi (πŸ“₯ 5.3M / month Β· πŸ“¦ 340 Β· ⏱️ 07.01.2022):

     pip install confluent-kafka
    
  • Conda (πŸ“₯ 330K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge python-confluent-kafka
    
libcloud (πŸ₯ˆ35 Β· ⭐ 1.8K) - Apache Libcloud is a Python library which hides differences between.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 890 Β· πŸ“¦ 2.2K Β· πŸ“‹ 160 - 39% open Β· ⏱️ 02.02.2022):

     git clone https://github.com/apache/libcloud
    
  • PyPi (πŸ“₯ 150K / month Β· πŸ“¦ 840 Β· ⏱️ 15.11.2021):

     pip install apache-libcloud
    
Elasticsearch DSL (πŸ₯ˆ34 Β· ⭐ 3.4K) - High level Python client for Elasticsearch. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 710 Β· πŸ“₯ 120 Β· πŸ“¦ 5.6K Β· πŸ“‹ 1.2K - 7% open Β· ⏱️ 19.01.2022):

     git clone https://github.com/elastic/elasticsearch-dsl-py
    
  • PyPi (πŸ“₯ 1.9M / month Β· πŸ“¦ 930 Β· ⏱️ 15.07.2021):

     pip install elasticsearch-dsl
    
  • Conda (πŸ“₯ 4.2K Β· ⏱️ 20.01.2022):

     conda install -c anaconda elasticsearch-dsl
    
Prometheus Client (πŸ₯ˆ34 Β· ⭐ 2.6K) - Prometheus instrumentation library for Python.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 620 Β· πŸ“‹ 400 - 11% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/prometheus/client_python
    
  • PyPi (πŸ“₯ 20M / month Β· πŸ“¦ 2K Β· ⏱️ 20.06.2019):

     pip install prometheus_client
    
  • Conda (πŸ“₯ 4.9M Β· ⏱️ 28.01.2022):

     conda install -c conda-forge prometheus_client
    
s3fs (πŸ₯ˆ34 Β· ⭐ 520) - S3 Filesystem. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 180 Β· πŸ“¦ 6.6K Β· πŸ“‹ 310 - 24% open Β· ⏱️ 12.02.2022):

     git clone https://github.com/fsspec/s3fs
    
  • PyPi (πŸ“₯ 26M / month Β· πŸ“¦ 440 Β· ⏱️ 11.01.2022):

     pip install s3fs
    
  • Conda (πŸ“₯ 2.9M Β· ⏱️ 12.01.2022):

     conda install -c conda-forge s3fs
    
Pony (πŸ₯ˆ33 Β· ⭐ 2.8K) - Pony Object Relational Mapper. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 210 Β· πŸ“₯ 6 Β· πŸ“¦ 2.3K Β· πŸ“‹ 590 - 45% open Β· ⏱️ 27.01.2022):

     git clone https://github.com/ponyorm/pony
    
  • PyPi (πŸ“₯ 56K / month Β· πŸ“¦ 350 Β· ⏱️ 27.01.2022):

     pip install pony
    
  • Conda (πŸ“₯ 62K Β· ⏱️ 28.01.2022):

     conda install -c conda-forge pony
    
AWS Data Wrangler (πŸ₯ˆ33 Β· ⭐ 2.5K) - Pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 pandas
  • GitHub (πŸ‘¨β€πŸ’» 93 Β· πŸ”€ 420 Β· πŸ“₯ 120K Β· πŸ“‹ 600 - 6% open Β· ⏱️ 14.02.2022):

     git clone https://github.com/awslabs/aws-data-wrangler
    
  • PyPi (πŸ“₯ 7.4M / month Β· πŸ“¦ 24 Β· ⏱️ 28.01.2022):

     pip install awswrangler
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 02.02.2022):

     conda install -c conda-forge awswrangler
    
PynamoDB (πŸ₯ˆ33 Β· ⭐ 1.8K) - A pythonic interface to Amazons DynamoDB. MIT
  • GitHub (πŸ‘¨β€πŸ’» 94 Β· πŸ”€ 390 Β· πŸ“¦ 920 Β· πŸ“‹ 540 - 45% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/pynamodb/PynamoDB
    
  • PyPi (πŸ“₯ 1.1M / month Β· πŸ“¦ 150 Β· ⏱️ 09.02.2022):

     pip install pynamodb
    
  • Conda (πŸ“₯ 150K Β· ⏱️ 05.01.2022):

     conda install -c conda-forge pynamodb
    
Ibis (πŸ₯ˆ33 Β· ⭐ 1.7K) - A pandas-like deferred expression system, with first-class SQL support. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 300 Β· πŸ“₯ 6 Β· πŸ“‹ 1.7K - 8% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/ibis-project/ibis
    
  • PyPi (πŸ“₯ 180K / month Β· πŸ“¦ 36 Β· ⏱️ 12.01.2022):

     pip install ibis-framework
    
  • Conda (πŸ“₯ 220K Β· ⏱️ 14.01.2022):

     conda install -c conda-forge ibis-framework
    
SQLAlchemy-Utils (πŸ₯ˆ33 Β· ⭐ 890) - Various utility functions and datatypes for SQLAlchemy. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 260 Β· πŸ“¦ 13K Β· πŸ“‹ 360 - 54% open Β· ⏱️ 29.12.2021):

     git clone https://github.com/kvesteri/sqlalchemy-utils
    
  • PyPi (πŸ“₯ 3.1M / month Β· πŸ“¦ 2K Β· ⏱️ 29.12.2021):

     pip install sqlalchemy-utils
    
  • Conda (πŸ“₯ 350K Β· ⏱️ 06.02.2022):

     conda install -c conda-forge sqlalchemy-utils
    
pyodbc (πŸ₯ˆ32 Β· ⭐ 2.3K) - Python ODBC bridge. MIT
  • GitHub (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 480 Β· πŸ“‹ 860 - 10% open Β· ⏱️ 06.02.2022):

     git clone https://github.com/mkleehammer/pyodbc
    
  • PyPi (πŸ“₯ 16M / month Β· πŸ“¦ 2K Β· ⏱️ 19.08.2021):

     pip install pyodbc
    
  • Conda (πŸ“₯ 600K Β· ⏱️ 05.11.2021):

     conda install -c conda-forge pyodbc
    
mysqlclient (πŸ₯ˆ32 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· ⏱️ 10.01.2022):

     git clone https://github.com/PyMySQL/mysqlclient
    
  • PyPi (πŸ“₯ 3.7M / month Β· πŸ“¦ 7.1K Β· ⏱️ 18.11.2021):

     pip install mysqlclient
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 09.12.2021):

     conda install -c conda-forge mysqlclient
    
Motor (πŸ₯ˆ32 Β· ⭐ 1.9K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 170 Β· πŸ“¦ 20K Β· ⏱️ 16.02.2022):

     git clone https://github.com/mongodb/motor
    
  • PyPi (πŸ“₯ 2.9M / month Β· πŸ“¦ 1.1K Β· ⏱️ 19.08.2021):

     pip install motor
    
  • Conda (πŸ“₯ 17K Β· ⏱️ 02.12.2021):

     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”€ 480 Β· πŸ“¦ 3.6K Β· ⏱️ 02.02.2022):

     git clone https://github.com/datastax/python-driver
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 670 Β· ⏱️ 15.12.2021):

     pip install cassandra-driver
    
  • Conda (πŸ“₯ 100K Β· ⏱️ 07.11.2021):

     conda install -c conda-forge cassandra-driver
    
pygsheets (πŸ₯ˆ32 Β· ⭐ 1.3K) - Google Sheets Python API v4. MIT
  • GitHub (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 180 Β· πŸ“¦ 940 Β· πŸ“‹ 360 - 10% open Β· ⏱️ 26.01.2022):

     git clone https://github.com/nithinmurali/pygsheets
    
  • PyPi (πŸ“₯ 1.9M / month Β· πŸ“¦ 77 Β· ⏱️ 05.02.2021):

     pip install pygsheets
    
cx-Oracle (πŸ₯ˆ32 Β· ⭐ 800) - Python interface to Oracle Database conforming to the Python DB API.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 320 Β· πŸ“¦ 5.7K Β· πŸ“‹ 580 - 7% open Β· ⏱️ 04.11.2021):

     git clone https://github.com/oracle/python-cx_Oracle
    
  • PyPi (πŸ“₯ 2.7M / month Β· πŸ“¦ 250 Β· ⏱️ 04.11.2021):

     pip install cx-Oracle
    
  • Conda (πŸ“₯ 220K Β· ⏱️ 06.11.2021):

     conda install -c conda-forge cx_oracle
    
minio (πŸ₯ˆ32 Β· ⭐ 490) - MinIO Client SDK for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 98 Β· πŸ”€ 220 Β· πŸ“¦ 2.3K Β· πŸ“‹ 440 - 0% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/minio/minio-py
    
  • PyPi (πŸ“₯ 670K / month Β· πŸ“¦ 300 Β· ⏱️ 02.02.2022):

     pip install minio
    
  • Conda (πŸ“₯ 58K Β· ⏱️ 02.02.2022):

     conda install -c conda-forge minio
    
pandas-gbq (πŸ₯ˆ32 Β· ⭐ 290) - Google BigQuery connector for pandas. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 97 Β· πŸ“₯ 260 Β· πŸ“¦ 3.4K Β· πŸ“‹ 250 - 17% open Β· ⏱️ 26.01.2022):

     git clone https://github.com/googleapis/python-bigquery-pandas
    
  • PyPi (πŸ“₯ 4.2M / month Β· πŸ“¦ 280 Β· ⏱️ 19.01.2022):

     pip install pandas-gbq
    
  • Conda (πŸ“₯ 1.2M Β· ⏱️ 19.01.2022):

     conda install -c conda-forge pandas-gbq
    
s3transfer (πŸ₯ˆ32 Β· ⭐ 140) - Amazon S3 Transfer Manager for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 90 Β· πŸ“¦ 98K Β· πŸ“‹ 62 - 50% open Β· ⏱️ 02.02.2022):

     git clone https://github.com/boto/s3transfer
    
  • PyPi (πŸ“₯ 170M / month Β· πŸ“¦ 4.2K Β· ⏱️ 02.02.2022):

     pip install s3transfer
    
  • Conda (πŸ“₯ 7.8M Β· ⏱️ 02.02.2022):

     conda install -c conda-forge s3transfer
    
dataset (πŸ₯‰31 Β· ⭐ 4.1K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 280 Β· πŸ“¦ 2.2K Β· πŸ“‹ 270 - 4% open Β· ⏱️ 07.01.2022):

     git clone https://github.com/pudo/dataset
    
  • PyPi (πŸ“₯ 76K / month Β· πŸ“¦ 560 Β· ⏱️ 16.12.2021):

     pip install dataset
    
  • Conda (πŸ“₯ 1.3K Β· ⏱️ 16.12.2021):

     conda install -c conda-forge dataset
    
Databases (πŸ₯‰31 Β· ⭐ 2.7K) - Async database support for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 180 Β· πŸ“¦ 3.7K Β· πŸ“‹ 260 - 34% open Β· ⏱️ 11.02.2022):

     git clone https://github.com/encode/databases
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 93 Β· ⏱️ 20.01.2022):

     pip install databases
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 15.11.2021):

     conda install -c conda-forge databases
    
influxdb (πŸ₯‰31 Β· ⭐ 1.6K) - Python client for InfluxDB. MIT
  • GitHub (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 490 Β· πŸ“¦ 5.2K Β· πŸ“‹ 510 - 26% open Β· ⏱️ 09.09.2021):

     git clone https://github.com/influxdata/influxdb-python
    
  • PyPi (πŸ“₯ 1.6M / month Β· πŸ“¦ 1.2K Β· ⏱️ 11.11.2020):

     pip install influxdb
    
  • Conda (πŸ“₯ 29K Β· ⏱️ 12.11.2020):

     conda install -c conda-forge influxdb
    
PyPika (πŸ₯‰31 Β· ⭐ 1.6K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 89 Β· πŸ”€ 200 Β· πŸ“¦ 1.1K Β· πŸ“‹ 340 - 28% open Β· ⏱️ 03.09.2021):

     git clone https://github.com/kayak/pypika
    
  • PyPi (πŸ“₯ 1.5M / month Β· πŸ“¦ 60 Β· ⏱️ 21.07.2021):

     pip install pypika
    
  • Conda (πŸ“₯ 160 Β· ⏱️ 25.10.2021):

     conda install -c conda-forge pypika
    
tortoise-orm (πŸ₯‰30 Β· ⭐ 2.7K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 93 Β· πŸ”€ 240 Β· πŸ“₯ 9 Β· πŸ“‹ 700 - 42% open Β· ⏱️ 12.01.2022):

     git clone https://github.com/tortoise/tortoise-orm
    
  • PyPi (πŸ“₯ 60K / month Β· πŸ“¦ 47 Β· ⏱️ 10.01.2022):

     pip install tortoise-orm
    
  • Conda (πŸ“₯ 1.8K Β· ⏱️ 10.01.2022):

     conda install -c conda-forge tortoise-orm
    
neo4j-driver (πŸ₯‰30 Β· ⭐ 690) - Neo4j Bolt driver for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 140 Β· πŸ“‹ 190 - 1% open Β· ⏱️ 11.02.2022):

     git clone https://github.com/neo4j/neo4j-python-driver
    
  • PyPi (πŸ“₯ 150K / month Β· πŸ“¦ 220 Β· ⏱️ 03.01.2022):

     pip install neo4j-driver
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 18.12.2021):

     conda install -c conda-forge neo4j-python-driver
    
py2neo (πŸ₯‰29 Β· ⭐ 1.1K) - 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· ⏱️ 10.12.2021):

     git clone https://github.com/py2neo-org/py2neo
    
  • PyPi (πŸ“₯ 67K / month Β· πŸ“¦ 620 Β· ⏱️ 14.10.2021):

     pip install py2neo
    
  • Conda (πŸ“₯ 42K Β· ⏱️ 14.10.2021):

     conda install -c conda-forge py2neo
    
redis-py-cluster (πŸ₯‰29 Β· ⭐ 1K Β· πŸ’€) - Python cluster client for the official redis cluster. Redis.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 300 Β· πŸ“₯ 2.9K Β· πŸ“¦ 1K Β· πŸ“‹ 280 - 10% open Β· ⏱️ 25.06.2021):

     git clone https://github.com/grokzen/redis-py-cluster
    
  • PyPi (πŸ“₯ 2.3M / month Β· πŸ“¦ 200 Β· ⏱️ 30.05.2021):

     pip install redis-py-cluster
    
pysolr (πŸ₯‰28 Β· ⭐ 620) - Pysolr Python Solr client. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 320 Β· πŸ“¦ 2.5K Β· πŸ“‹ 150 - 21% open Β· ⏱️ 02.11.2021):

     git clone https://github.com/django-haystack/pysolr
    
  • PyPi (πŸ“₯ 150K / month Β· πŸ“¦ 1.3K Β· ⏱️ 19.10.2021):

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

     conda install -c conda-forge pysolr
    
cloudant (πŸ₯‰28 Β· ⭐ 170) - A Python library for Cloudant and CouchDB. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 50 Β· πŸ“¦ 1.6K Β· πŸ“‹ 250 - 0% open Β· ⏱️ 27.01.2022):

     git clone https://github.com/cloudant/python-cloudant
    
  • PyPi (πŸ“₯ 82K / month Β· πŸ“¦ 290 Β· ⏱️ 26.08.2021):

     pip install cloudant
    
  • Conda (πŸ“₯ 89K Β· ⏱️ 26.08.2021):

     conda install -c conda-forge cloudant
    
umongo (πŸ₯‰27 Β· ⭐ 390) - sync/async MongoDB ODM, yes. MIT
  • GitHub (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 64 Β· πŸ“¦ 3.4K Β· πŸ“‹ 190 - 21% open Β· ⏱️ 23.12.2021):

     git clone https://github.com/Scille/umongo
    
  • PyPi (πŸ“₯ 100K / month Β· πŸ“¦ 14 Β· ⏱️ 23.12.2021):

     pip install umongo
    
  • Conda (πŸ“₯ 340 Β· ⏱️ 23.12.2021):

     conda install -c conda-forge umongo
    
gino (πŸ₯‰26 Β· ⭐ 2.3K) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 140 Β· πŸ“‹ 310 - 16% open Β· ⏱️ 12.02.2022):

     git clone https://github.com/python-gino/gino
    
  • PyPi (πŸ“₯ 30K / month Β· πŸ“¦ 42 Β· ⏱️ 12.02.2022):

     pip install gino
    
piccolos (πŸ₯‰26 Β· ⭐ 700) - A fast, user friendly ORM and query builder which supports asyncio. MIT
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 40 Β· πŸ“¦ 43 Β· πŸ“‹ 150 - 30% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/piccolo-orm/piccolo
    
  • PyPi (πŸ“₯ 6K / month Β· πŸ“¦ 5 Β· ⏱️ 13.02.2022):

     pip install piccolo
    
HappyBase (πŸ₯‰26 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“¦ 590 Β· πŸ“‹ 210 - 14% open Β· ⏱️ 08.02.2021):

     git clone https://github.com/python-happybase/happybase
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 230 Β· ⏱️ 14.05.2019):

     pip install happybase
    
  • Conda (πŸ“₯ 72K Β· ⏱️ 01.07.2019):

     conda install -c conda-forge happybase
    
sqlmodel (πŸ₯‰25 Β· ⭐ 6.8K Β· 🐣) - SQL databases in Python, designed for simplicity,.. MIT pydantic
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 260 Β· πŸ“‹ 200 - 78% open Β· ⏱️ 13.02.2022):

     git clone https://github.com/tiangolo/sqlmodel
    
  • PyPi (πŸ“₯ 50K / month Β· πŸ“¦ 24 Β· ⏱️ 28.12.2021):

     pip install sqlmodel
    
  • Conda (πŸ“₯ 490 Β· ⏱️ 28.12.2021):

     conda install -c conda-forge sqlmodel
    
pyhdb (πŸ₯‰23 Β· ⭐ 290 Β· πŸ’€) - SAP HANA Connector in pure Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 130 Β· πŸ“₯ 82 Β· πŸ“¦ 120 Β· ⏱️ 04.05.2021):

     git clone https://github.com/SAP-archive/PyHDB
    
  • PyPi (πŸ“₯ 410K / month Β· πŸ“¦ 19 Β· ⏱️ 16.02.2018):

     pip install pyhdb
    
prisma (πŸ₯‰21 Β· ⭐ 160) - Prisma Client Python is an auto-generated and fully type-safe database.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 12 Β· πŸ“¦ 20 Β· πŸ“‹ 180 - 52% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/RobertCraigie/prisma-client-py
    
  • PyPi (πŸ“₯ 980 / month Β· πŸ“¦ 1 Β· ⏱️ 30.01.2022):

     pip install prisma
    
Queries (πŸ₯‰20 Β· ⭐ 240) - PostgreSQL database access simplified. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 30 Β· πŸ“¦ 110 Β· πŸ“‹ 21 - 33% open Β· ⏱️ 16.11.2021):

     git clone https://github.com/gmr/queries
    
  • PyPi (πŸ“₯ 2.5K / month Β· πŸ“¦ 27 Β· ⏱️ 16.11.2021):

     pip install queries
    
filedepot (πŸ₯‰20 Β· ⭐ 130) - Toolkit for storing files and attachments in web applications. MIT
  • GitHub (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 36 Β· πŸ“¦ 460 Β· πŸ“‹ 41 - 14% open Β· ⏱️ 21.09.2021):

     git clone https://github.com/amol-/depot
    
  • PyPi (πŸ“₯ 4K / month Β· πŸ“¦ 51 Β· ⏱️ 27.07.2020):

     pip install filedepot
    
ODMantic (πŸ₯‰19 Β· ⭐ 470 Β· πŸ’€) - Async ODM (Object Document Mapper) for MongoDB based on python type.. ISC
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 46 Β· πŸ“‹ 93 - 55% open Β· ⏱️ 05.07.2021):

     git clone https://github.com/art049/odmantic
    
  • PyPi (πŸ“₯ 15K / month Β· ⏱️ 11.05.2021):

     pip install odmantic
    
gsheets-db-api (πŸ₯‰19 Β· ⭐ 170 Β· πŸ’€) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT
  • GitHub (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 13 Β· πŸ“¦ 170 Β· πŸ“‹ 19 - 73% open Β· ⏱️ 17.02.2021):

     git clone https://github.com/betodealmeida/gsheets-db-api
    
  • PyPi (πŸ“₯ 53K / month Β· πŸ“¦ 4 Β· ⏱️ 05.01.2022):

     pip install gsheetsdb
    
aioprometheus (πŸ₯‰18 Β· ⭐ 110) - A Prometheus Python client library for asyncio-based applications. MIT
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 11 Β· πŸ“¦ 86 Β· πŸ“‹ 19 - 21% open Β· ⏱️ 20.10.2021):

     git clone https://github.com/claws/aioprometheus
    
  • PyPi (πŸ“₯ 16K / month Β· πŸ“¦ 10 Β· ⏱️ 19.10.2021):

     pip install aioprometheus
    
psycopg3 (πŸ₯‰17 Β· ⭐ 600) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 52 Β· πŸ“‹ 120 - 16% open Β· ⏱️ 12.02.2022):

     git clone https://github.com/psycopg/psycopg
    
PugSQL (πŸ₯‰15 Β· ⭐ 480) - A HugSQL-inspired database library for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 18 Β· πŸ“‹ 35 - 42% open Β· ⏱️ 19.01.2022):

     git clone https://github.com/mcfunley/pugsql
    
  • PyPi (πŸ“₯ 2.9K / month Β· πŸ“¦ 1 Β· ⏱️ 13.09.2020):

     pip install pugsql
    
Show 8 hidden projects...
  • psycopg2 (πŸ₯ˆ38 Β· ⭐ 2.5K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution
  • Records (πŸ₯‰30 Β· ⭐ 6.8K Β· πŸ’€) - SQL for Humans. ISC
  • google-cloud-bigtable (πŸ₯‰30 Β· ⭐ 30) - Google Cloud Bigtable API client library. Apache-2
  • mongo-connector (πŸ₯‰28 Β· ⭐ 1.8K Β· πŸ’€) - MongoDB data stream pipeline tools by YouGov (adopted.. Apache-2
  • PyMODM (πŸ₯‰22 Β· ⭐ 340 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₯‰16 Β· ⭐ 630 Β· πŸ’€) - Lazydata: Scalable data dependencies for Python projects. Apache-2
  • SuperSQLite (πŸ₯‰14 Β· ⭐ 690 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₯‡42 Β· ⭐ 14K) - Faker is a Python package that generates fake data for you. MIT
  • GitHub (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 1.6K Β· πŸ“¦ 49K Β· πŸ“‹ 590 - 28% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/joke2k/faker
    
  • PyPi (πŸ“₯ 5.8M / month Β· πŸ“¦ 2.8K Β· ⏱️ 15.02.2022):

     pip install Faker
    
  • Conda (πŸ“₯ 540K Β· ⏱️ 16.02.2022):

     conda install -c conda-forge faker
    
Datasets (πŸ₯‡40 Β· ⭐ 12K) - The largest hub of ready-to-use datasets for ML models with fast,.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 370 Β· πŸ”€ 1.5K Β· πŸ“¦ 3.1K Β· πŸ“‹ 1.4K - 37% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/huggingface/datasets
    
  • PyPi (πŸ“₯ 600K / month Β· πŸ“¦ 150 Β· ⏱️ 02.02.2022):

     pip install datasets
    
  • Conda (πŸ“₯ 10K Β· ⏱️ 03.02.2022):

     conda install -c conda-forge datasets
    
xlwings (πŸ₯‡38 Β· ⭐ 2.2K) - xlwings is a Python library that makes it easy to call Python from.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 400 Β· πŸ“₯ 28K Β· πŸ“¦ 21K Β· πŸ“‹ 1.4K - 15% open Β· ⏱️ 10.02.2022):

     git clone https://github.com/xlwings/xlwings
    
  • PyPi (πŸ“₯ 550K / month Β· πŸ“¦ 600 Β· ⏱️ 01.09.2020):

     pip install xlwings
    
  • Conda (πŸ“₯ 390K Β· ⏱️ 14.02.2022):

     conda install -c conda-forge xlwings
    
Tablib (πŸ₯ˆ34 Β· ⭐ 4.1K) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 570 Β· πŸ“¦ 13K Β· πŸ“‹ 240 - 13% open Β· ⏱️ 27.01.2022):

     git clone https://github.com/jazzband/tablib
    
  • PyPi (πŸ“₯ 1.3M / month Β· πŸ“¦ 1.3K Β· ⏱️ 27.01.2022):

     pip install tablib
    
  • Conda (πŸ“₯ 69K Β· ⏱️ 27.01.2022):

     conda install -c conda-forge tablib
    
python-magic (πŸ₯ˆ34 Β· ⭐ 2K) - A python wrapper for libmagic. MIT
  • GitHub (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 240 Β· πŸ“¦ 23K Β· πŸ“‹ 170 - 17% open Β· ⏱️ 03.02.2022):

     git clone https://github.com/ahupp/python-magic
    
  • PyPi (πŸ“₯ 3.6M / month Β· πŸ“¦ 3.1K Β· ⏱️ 02.02.2022):

     pip install python-magic
    
  • Conda (πŸ“₯ 120K Β· ⏱️ 04.02.2022):

     conda install -c conda-forge python-magic
    
xlrd (πŸ₯ˆ32 Β· ⭐ 2K) - Please use openpyxl where you can... BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 420 Β· πŸ“¦ 90K Β· ⏱️ 21.08.2021):

     git clone https://github.com/python-excel/xlrd
    
  • PyPi (πŸ“₯ 14M / month Β· πŸ“¦ 8.1K Β· ⏱️ 11.12.2020):

     pip install xlrd
    
  • Conda (πŸ“₯ 2.1M Β· ⏱️ 09.01.2021):

     conda install -c conda-forge xlrd
    
snorkel (πŸ₯ˆ31 Β· ⭐ 5K) - A system for quickly generating training data with weak supervision. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 800 Β· πŸ“₯ 910 Β· πŸ“¦ 140 Β· πŸ“‹ 970 - 3% open Β· ⏱️ 04.12.2021):

     git clone https://github.com/snorkel-team/snorkel
    
  • PyPi (πŸ“₯ 68K / month Β· πŸ“¦ 10 Β· ⏱️ 19.11.2021):

     pip install snorkel
    
  • Conda (πŸ“₯ 24K Β· ⏱️ 23.11.2021):

     conda install -c conda-forge snorkel
    
csvkit (πŸ₯ˆ31 Β· ⭐ 4.9K) - 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“¦ 1K Β· πŸ“‹ 840 - 8% open Β· ⏱️ 08.10.2021):

     git clone https://github.com/wireservice/csvkit
    
  • PyPi (πŸ“₯ 59K / month Β· πŸ“¦ 370 Β· ⏱️ 13.07.2021):

     pip install csvkit
    
  • Conda (πŸ“₯ 59K Β· ⏱️ 13.07.2021):

     conda install -c conda-forge csvkit
    
smart-open (πŸ₯ˆ30 Β· ⭐ 2.4K) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT
  • GitHub (πŸ‘¨β€πŸ’» 89 Β· πŸ”€ 300 Β· πŸ“‹ 340 - 19% open Β· ⏱️ 02.12.2021):

     git clone https://github.com/RaRe-Technologies/smart_open
    
  • PyPi (πŸ“₯ 9.8M / month Β· πŸ“¦ 440 Β· ⏱️ 28.08.2021):

     pip install smart-open
    
  • Conda (πŸ“₯ 770K Β· ⏱️ 29.08.2021):

     conda install -c conda-forge smart_open
    
gdown (πŸ₯ˆ29 Β· ⭐ 1.7K) - Download a large file from Google Drive (curl/wget fails because of the.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 160 Β· πŸ“¦ 6.6K Β· πŸ“‹ 83 - 18% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/wkentaro/gdown
    
  • PyPi (πŸ“₯ 220K / month Β· πŸ“¦ 160 Β· ⏱️ 17.02.2022):

     pip install gdown
    
  • Conda (πŸ“₯ 44K Β· ⏱️ 31.01.2022):

     conda install -c conda-forge gdown
    
Intake (πŸ₯ˆ29 Β· ⭐ 690) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 110 Β· πŸ“¦ 330 Β· πŸ“‹ 300 - 28% open Β· ⏱️ 08.02.2022):

     git clone https://github.com/intake/intake
    
  • PyPi (πŸ“₯ 20K / month Β· πŸ“¦ 93 Β· ⏱️ 09.01.2022):

     pip install intake
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 10.01.2022):

     conda install -c conda-forge intake
    
pandas-datareader (πŸ₯‰28 Β· ⭐ 2.2K) - Extract data from a wide range of Internet sources into a.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 560 Β· πŸ“‹ 490 - 19% open Β· ⏱️ 07.01.2022):

     git clone https://github.com/pydata/pandas-datareader
    
  • PyPi (πŸ“₯ 280K / month Β· πŸ“¦ 790 Β· ⏱️ 13.07.2021):

     pip install pandas-datareader
    
  • Conda (πŸ“₯ 160K Β· ⏱️ 14.07.2021):

     conda install -c conda-forge pandas-datareader
    
textract (πŸ₯‰27 Β· ⭐ 3.2K) - extract text from any document. no muss. no fuss. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 470 Β· πŸ“‹ 210 - 40% open Β· ⏱️ 21.08.2021):

     git clone https://github.com/deanmalmgren/textract
    
  • PyPi (πŸ“₯ 73K / month Β· πŸ“¦ 120 Β· ⏱️ 21.08.2021):

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

     conda install -c conda-forge textract
    
SDV (πŸ₯‰27 Β· ⭐ 790) - Synthetic Data Generation for tabular, relational and time series data. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 120 Β· πŸ“¦ 49 Β· πŸ“‹ 440 - 33% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/sdv-dev/SDV
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 3 Β· ⏱️ 22.12.2021):

     pip install sdv
    
  • Conda (πŸ“₯ 130 Β· ⏱️ 23.12.2021):

     conda install -c conda-forge sdv
    
tabulator-py (πŸ₯‰26 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“¦ 710 Β· ⏱️ 22.03.2021):

     git clone https://github.com/frictionlessdata/tabulator-py
    
  • PyPi (πŸ“₯ 340K / month Β· πŸ“¦ 73 Β· ⏱️ 21.03.2021):

     pip install tabulator
    
  • Conda (πŸ“₯ 46K Β· ⏱️ 24.07.2018):

     conda install -c conda-forge tabulator-py
    
Singer (πŸ₯‰24 Β· ⭐ 930 Β· πŸ’€) - Standard for moving data between databases, web APIs, files,.. ❗️AGPL-3.0
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 130 Β· πŸ“‹ 38 - 52% open Β· ⏱️ 29.04.2021):

     git clone https://github.com/singer-io/getting-started
    
  • PyPi (πŸ“₯ 120K / month Β· πŸ“¦ 350 Β· ⏱️ 08.09.2021):

     pip install singer-python
    
rows (πŸ₯‰24 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“₯ 38 Β· πŸ“¦ 130 Β· πŸ“‹ 310 - 52% open Β· ⏱️ 07.02.2022):

     git clone https://github.com/turicas/rows
    
  • PyPi (πŸ“₯ 1.7K / month Β· πŸ“¦ 29 Β· ⏱️ 14.02.2019):

     pip install rows
    
camelot (πŸ₯‰23 Β· ⭐ 1.4K Β· πŸ’€) - A Python library to extract tabular data from PDFs. MIT
  • GitHub (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 280 Β· πŸ“‹ 220 - 59% open Β· ⏱️ 11.07.2021):

     git clone https://github.com/camelot-dev/camelot
    
  • PyPi (πŸ“₯ 3.5K / month Β· πŸ“¦ 9 Β· ⏱️ 15.12.2021):

     pip install camelot
    
deepdish (πŸ₯‰23 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“¦ 550 Β· πŸ“‹ 39 - 38% open Β· ⏱️ 23.09.2021):

     git clone https://github.com/uchicago-cs/deepdish
    
  • PyPi (πŸ“₯ 43K / month Β· πŸ“¦ 80 Β· ⏱️ 24.09.2021):

     pip install deepdish
    
  • Conda (πŸ“₯ 63K Β· ⏱️ 24.09.2021):

     conda install -c conda-forge deepdish
    
img2dataset (πŸ₯‰22 Β· ⭐ 460 Β· 🐣) - Easily turn large sets of image urls to an image dataset. Can.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 27 Β· πŸ“₯ 34 Β· πŸ“¦ 2 Β· πŸ“‹ 87 - 41% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/rom1504/img2dataset
    
  • PyPi (πŸ“₯ 2K / month Β· πŸ“¦ 1 Β· ⏱️ 15.02.2022):

     pip install img2dataset
    
datatest (πŸ₯‰21 Β· ⭐ 250) - Tools for test driven data-wrangling and data validation. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 12 Β· πŸ“¦ 62 Β· πŸ“‹ 53 - 18% open Β· ⏱️ 05.12.2021):

     git clone https://github.com/shawnbrown/datatest
    
  • PyPi (πŸ“₯ 11K / month Β· πŸ“¦ 3 Β· ⏱️ 04.01.2021):

     pip install datatest
    
csvs-to-sqlite (πŸ₯‰18 Β· ⭐ 670) - Convert CSV files into a SQLite database. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 53 Β· πŸ“‹ 66 - 56% open Β· ⏱️ 18.11.2021):

     git clone https://github.com/simonw/csvs-to-sqlite
    
  • PyPi (πŸ“₯ 2.8K / month Β· πŸ“¦ 5 Β· ⏱️ 18.11.2021):

     pip install csvs-to-sqlite
    
Show 6 hidden projects...
  • xmltodict (πŸ₯ˆ33 Β· ⭐ 4.7K Β· πŸ’€) - Python module that makes working with XML feel like you are.. MIT
  • PDFMiner (πŸ₯ˆ29 Β· ⭐ 4.7K Β· πŸ’€) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT
  • messytables (πŸ₯‰25 Β· ⭐ 380 Β· πŸ’€) - Tools for parsing messy tabular data. This is now superseded by.. MIT
  • pyexcel-xlsx (πŸ₯‰22 Β· ⭐ 97 Β· πŸ’€) - A wrapper library to read, manipulate and write data in xlsx.. BSD-3
  • excalibur (πŸ₯‰19 Β· ⭐ 1.1K Β· πŸ’€) - A web interface to extract tabular data from PDFs. MIT
  • borb (πŸ₯‰18 Β· ⭐ 2.5K) - borb is a library for reading, creating and manipulating PDF files.. ❗Unlicensed

File Formats

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PyYAML (πŸ₯‡37 Β· ⭐ 1.7K) - Canonical source repository for PyYAML. MIT
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 360 Β· πŸ“¦ 430K Β· πŸ“‹ 450 - 47% open Β· ⏱️ 13.10.2021):

     git clone https://github.com/yaml/pyyaml
    
  • PyPi (πŸ“₯ 140M / month Β· πŸ“¦ 70K Β· ⏱️ 15.12.2021):

     pip install pyyaml
    
  • Conda (πŸ“₯ 16M Β· ⏱️ 05.11.2021):

     conda install -c conda-forge pyyaml
    
XlsxWriter (πŸ₯‰36 Β· ⭐ 2.8K Β· πŸ“‰) - A Python module for creating Excel XLSX files. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 550 Β· πŸ“¦ 44K Β· πŸ“‹ 750 - 1% open Β· ⏱️ 08.02.2022):

     git clone https://github.com/jmcnamara/XlsxWriter
    
  • PyPi (πŸ“₯ 8.5M / month Β· πŸ“¦ 3.6K Β· ⏱️ 01.11.2021):

     pip install xlsxwriter
    
  • Conda (πŸ“₯ 1.6M Β· ⏱️ 01.11.2021):

     conda install -c conda-forge xlsxwriter
    
jmespath (πŸ₯‰33 Β· ⭐ 1.5K) - JMESPath is a query language for JSON. MIT
  • GitHub (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 150 Β· πŸ“‹ 110 - 41% open Β· ⏱️ 19.01.2022):

     git clone https://github.com/jmespath/jmespath.py
    
  • PyPi (πŸ“₯ 100M / month Β· πŸ“¦ 6.7K Β· ⏱️ 12.05.2020):

     pip install jmespath
    
  • Conda (πŸ“₯ 7.4M Β· ⏱️ 13.05.2020):

     conda install -c conda-forge jmespath
    

Code Inspection

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deepdiff (πŸ₯‡33 Β· ⭐ 1.3K) - Deep Difference and search of any Python object/data. MIT
  • GitHub (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 160 Β· πŸ“¦ 2.8K Β· πŸ“‹ 180 - 20% open Β· ⏱️ 17.12.2021):

     git clone https://github.com/seperman/deepdiff
    
  • PyPi (πŸ“₯ 6.4M / month Β· πŸ“¦ 600 Β· ⏱️ 17.12.2021):

     pip install deepdiff
    
  • Conda (πŸ“₯ 77K Β· ⏱️ 17.12.2021):

     conda install -c conda-forge deepdiff
    
typing_inspect (πŸ₯‰23 Β· ⭐ 240) - Runtime inspection utilities for Python typing module. MIT
  • GitHub (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 22 Β· πŸ“‹ 44 - 31% open Β· ⏱️ 25.10.2021):

     git clone https://github.com/ilevkivskyi/typing_inspect
    
  • PyPi (πŸ“₯ 14M / month Β· πŸ“¦ 160 Β· ⏱️ 07.06.2021):

     pip install typing_inspect
    
  • Conda (πŸ“₯ 660K Β· ⏱️ 09.06.2021):

     conda install -c conda-forge typing_inspect
    
Show 2 hidden projects...
  • importlib-resources (πŸ₯ˆ29 Β· ⭐ 21 Β· πŸ“ˆ) - Read resources from Python packages. Apache-2
  • entrypoints (πŸ₯‰26 Β· ⭐ 67) - Discover and load entry points from installed packages. MIT

General Utilities

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attrs (πŸ₯‡40 Β· ⭐ 4.1K) - Python Classes Without Boilerplate. MIT
  • GitHub (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 290 Β· πŸ“¦ 350K Β· πŸ“‹ 530 - 17% open Β· ⏱️ 08.02.2022):

     git clone https://github.com/python-attrs/attrs
    
  • PyPi (πŸ“₯ 82M / month Β· πŸ“¦ 17K Β· ⏱️ 29.12.2021):

     pip install attrs
    
  • Conda (πŸ“₯ 13M Β· ⏱️ 29.12.2021):

     conda install -c conda-forge attrs
    
more-itertools (πŸ₯‡36 Β· ⭐ 2.3K) - More routines for operating on iterables, beyond itertools. MIT
  • GitHub (πŸ‘¨β€πŸ’» 87 Β· πŸ”€ 190 Β· πŸ“₯ 2.5K Β· πŸ“‹ 190 - 5% open Β· ⏱️ 02.02.2022):

     git clone https://github.com/more-itertools/more-itertools
    
  • PyPi (πŸ“₯ 14M / month Β· πŸ“¦ 8.3K Β· ⏱️ 24.11.2021):

     pip install more-itertools
    
  • Conda (πŸ“₯ 8.7M Β· ⏱️ 24.11.2021):

     conda install -c conda-forge more-itertools
    
toolz (πŸ₯ˆ35 Β· ⭐ 3.8K) - A functional standard library for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 230 Β· πŸ“¦ 54K Β· πŸ“‹ 240 - 43% open Β· ⏱️ 28.01.2022):

     git clone https://github.com/pytoolz/toolz
    
  • PyPi (πŸ“₯ 11M / month Β· πŸ“¦ 3.3K Β· ⏱️ 06.11.2021):

     pip install toolz
    
  • Conda (πŸ“₯ 6.1M Β· ⏱️ 06.11.2021):

     conda install -c conda-forge toolz
    
python-dependency-injector (πŸ₯ˆ33 Β· ⭐ 1.9K) - Dependency injection framework for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 120 Β· πŸ“¦ 820 Β· πŸ“‹ 380 - 15% open Β· ⏱️ 31.01.2022):

     git clone https://github.com/ets-labs/python-dependency-injector
    
  • PyPi (πŸ“₯ 520K / month Β· πŸ“¦ 50 Β· ⏱️ 31.01.2022):

     pip install dependency-injector
    
  • Conda (πŸ“₯ 2.4K Β· ⏱️ 08.11.2021):

     conda install -c conda-forge dependency_injector
    
boltons (πŸ₯ˆ31 Β· ⭐ 5.7K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 320 Β· πŸ“₯ 23 Β· πŸ“¦ 2K Β· πŸ“‹ 140 - 34% open Β· ⏱️ 15.01.2022):

     git clone https://github.com/mahmoud/boltons
    
  • PyPi (πŸ“₯ 1.5M / month Β· πŸ“¦ 380 Β· ⏱️ 17.05.2021):

     pip install boltons
    
  • Conda (πŸ“₯ 550K Β· ⏱️ 27.05.2021):

     conda install -c conda-forge boltons
    
tenacity (πŸ₯ˆ30 Β· ⭐ 3.6K) - Retrying library for Python. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 190 Β· πŸ“‹ 190 - 32% open Β· ⏱️ 26.01.2022):

     git clone https://github.com/jd/tenacity
    
  • PyPi (πŸ“₯ 21M / month Β· πŸ“¦ 740 Β· ⏱️ 12.07.2021):

     pip install tenacity
    
  • Conda (πŸ“₯ 1.7M Β· ⏱️ 12.07.2021):

     conda install -c conda-forge tenacity
    
funcy (πŸ₯ˆ30 Β· ⭐ 2.7K) - A fancy and practical functional tools. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 120 Β· πŸ“¦ 4.3K Β· πŸ“‹ 67 - 7% open Β· ⏱️ 20.12.2021):

     git clone https://github.com/Suor/funcy
    
  • PyPi (πŸ“₯ 890K / month Β· πŸ“¦ 580 Β· ⏱️ 20.12.2021):

     pip install funcy
    
  • Conda (πŸ“₯ 170K Β· ⏱️ 21.12.2021):

     conda install -c conda-forge funcy
    
returns (πŸ₯ˆ30 Β· ⭐ 2.1K) - Make your functions return something meaningful, typed, and safe!. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 88 Β· πŸ“¦ 140 Β· πŸ“‹ 380 - 14% open Β· ⏱️ 14.02.2022):

     git clone https://github.com/dry-python/returns
    
  • PyPi (πŸ“₯ 28K / month Β· πŸ“¦ 24 Β· ⏱️ 31.12.2021):

     pip install returns
    
  • Conda (πŸ“₯ 720 Β· ⏱️ 31.12.2021):

     conda install -c conda-forge returns
    
natsort (πŸ₯‰29 Β· ⭐ 610) - Simple yet flexible natural sorting in Python. MIT
  • GitHub (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 32 Β· πŸ“¦ 10K Β· ⏱️ 31.01.2022):

     git clone https://github.com/SethMMorton/natsort
    
  • PyPi (πŸ“₯ 2.6M / month Β· πŸ“¦ 950 Β· ⏱️ 31.01.2022):

     pip install natsort
    
  • Conda (πŸ“₯ 560K Β· ⏱️ 31.01.2022):

     conda install -c conda-forge natsort
    
ubelt (πŸ₯‰25 Β· ⭐ 590) - A Python utility belt containing simple tools, a stdlib like feel, and.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 2 Β· πŸ”€ 43 Β· πŸ“¦ 1.1K Β· πŸ“‹ 7 - 14% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/Erotemic/ubelt
    
  • PyPi (πŸ“₯ 35K / month Β· πŸ“¦ 49 Β· ⏱️ 15.02.2022):

     pip install ubelt
    
  • Conda (πŸ“₯ 2.3K Β· ⏱️ 16.02.2022):

     conda install -c conda-forge ubelt
    
pinject (πŸ₯‰22 Β· ⭐ 1.3K Β· πŸ’€) - A pythonic dependency injection library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 95 Β· πŸ“¦ 95 Β· πŸ“‹ 37 - 72% open Β· ⏱️ 23.03.2021):

     git clone https://github.com/google/pinject
    
  • PyPi (πŸ“₯ 49K / month Β· πŸ“¦ 19 Β· ⏱️ 23.03.2021):

     pip install pinject
    
  • Conda (πŸ“₯ 200 Β· ⏱️ 27.09.2021):

     conda install -c conda-forge pinject
    
Show 4 hidden projects...
  • retrying (πŸ₯‰26 Β· ⭐ 1.8K Β· πŸ’€) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2
  • CommonRegex (πŸ₯‰24 Β· ⭐ 1.5K Β· πŸ’€) - A collection of common regular expressions bundled with an easy.. MIT
  • ratelimit (πŸ₯‰23 Β· ⭐ 480 Β· πŸ’€) - API Rate Limit Decorator. MIT
  • pampy (πŸ₯‰22 Β· ⭐ 3.4K Β· πŸ’€) - Pampy: The Pattern Matching for Python you always dreamed of. MIT

Python Implementations

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cpython (πŸ₯‡36 Β· ⭐ 43K) - The Python programming language. MIT
  • GitHub (πŸ‘¨β€πŸ’» 1.9K Β· πŸ”€ 21K Β· ⏱️ 17.02.2022):

     git clone https://github.com/python/cpython
    
  • PyPi (πŸ“₯ 13K / month Β· ⏱️ 22.07.2020):

     pip install cpython
    
  • Conda (πŸ“₯ 820K Β· ⏱️ 01.05.2021):

     conda install -c conda-forge typing
    
  • npm (πŸ“¦ 1 Β· ⏱️ 03.08.2017):

     npm install @buckpkg/python
    
micropython (πŸ₯ˆ34 Β· ⭐ 14K) - MicroPython - a lean and efficient Python implementation for.. Python-2.0
  • GitHub (πŸ‘¨β€πŸ’» 470 Β· πŸ”€ 5.1K Β· πŸ“₯ 34K Β· πŸ“‹ 4.3K - 32% open Β· ⏱️ 17.02.2022):

     git clone https://github.com/micropython/micropython
    
  • PyPi (πŸ“¦ 14 Β· ⏱️ 11.04.2015):

     pip install micropython-_markupbase
    
pyston (πŸ₯ˆ26 Β· ⭐ 1.9K) - A faster and highly-compatible implementation of the Python.. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 1K Β· πŸ”€ 59 Β· πŸ“₯ 7.3K Β· πŸ“‹ 55 - 27% open Β· ⏱️ 16.02.2022):

     git clone https://github.com/pyston/pyston
    
Show 3 hidden projects...
  • grumpy (πŸ₯‰22 Β· ⭐ 10K Β· πŸ’€) - Grumpy is a Python to Go source code transcompiler and runtime. Apache-2
  • stackless (πŸ₯‰17 Β· ⭐ 800) - The Stackless Python programming language. ❗Unlicensed
  • cl-python (πŸ₯‰11 Β· ⭐ 330 Β· πŸ’€) - An implementation of Python in Common Lisp. ❗Unlicensed

Others

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Pygments (πŸ₯‡40 Β· ⭐ 860 Β· πŸ“‰) - Pygments is a generic syntax highlighter written in Python. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 690 Β· πŸ”€ 370 Β· πŸ“¦ 290K Β· πŸ“‹ 1.6K - 23% open Β· ⏱️ 09.02.2022):

     git clone https://github.com/pygments/pygments
    
  • PyPi (πŸ“₯ 32M / month Β· πŸ“¦ 36K Β· ⏱️ 06.01.2022):

     pip install pygments
    
  • Conda (πŸ“₯ 10M Β· ⏱️ 07.01.2022):

     conda install -c conda-forge pygments
    
cookiecutter (πŸ₯‡38 Β· ⭐ 16K) - A command-line utility that creates projects from cookiecutters.. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 1.6K Β· πŸ“¦ 11K Β· πŸ“‹ 740 - 31% open Β· ⏱️ 27.12.2021):

     git clone https://github.com/cookiecutter/cookiecutter
    
  • PyPi (πŸ“₯ 1.4M / month Β· πŸ“¦ 1.4K Β· ⏱️ 14.06.2021):

     pip install cookiecutter
    
  • Conda (πŸ“₯ 240K Β· ⏱️ 31.01.2022):

     conda install -c conda-forge cookiecutter
    
pyparsing (πŸ₯ˆ35 Β· ⭐ 1.4K Β· πŸ“‰) - Python library for creating PEG parsers. MIT
  • GitHub (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 200 Β· πŸ“₯ 6.5K Β· πŸ“‹ 220 - 9% open Β· ⏱️ 15.02.2022):

     git clone https://github.com/pyparsing/pyparsing
    
  • PyPi (πŸ“₯ 90M / month Β· πŸ“¦ 31K Β· ⏱️ 21.01.2022):

     pip install pyparsing
    
  • Conda (πŸ“₯ 18M Β· ⏱️ 21.01.2022):

     conda install -c conda-forge pyparsing
    
pycparser (πŸ₯ˆ34 Β· ⭐ 2.5K) - Complete C99 parser in pure Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 510 Β· πŸ“¦ 300K Β· πŸ“‹ 290 - 5% open Β· ⏱️ 25.01.2022):

     git clone https://github.com/eliben/pycparser
    
  • PyPi (πŸ“₯ 66M / month Β· πŸ“¦ 17K Β· ⏱️ 06.11.2021):

     pip install pycparser
    
  • Conda (πŸ“₯ 15M Β· ⏱️ 07.11.2021):

     conda install -c conda-forge pycparser
    
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 - 21% open Β· ⏱️ 29.10.2021):

     git clone https://github.com/GrahamDumpleton/wrapt
    
  • PyPi (πŸ“₯ 49M / month Β· πŸ“¦ 11K Β· ⏱️ 29.10.2021):

     pip install wrapt
    
  • Conda (πŸ“₯ 5.6M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge wrapt
    
decorator (πŸ₯ˆ33 Β· ⭐ 650) - Decorators for Humans. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 87 Β· πŸ“¦ 280K Β· πŸ“‹ 91 - 3% open Β· ⏱️ 07.01.2022):

     git clone https://github.com/micheles/decorator
    
  • PyPi (πŸ“₯ 39M / month Β· πŸ“¦ 24K Β· ⏱️ 07.01.2022):

     pip install decorator
    
  • Conda (πŸ“₯ 11M Β· ⏱️ 07.01.2022):

     conda install -c conda-forge decorator
    
pyscaffold (πŸ₯ˆ32 Β· ⭐ 1.4K) - Python project template generator with batteries included. MIT
  • GitHub (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 140 Β· πŸ“‹ 270 - 7% open Β· ⏱️ 07.02.2022):

     git clone https://github.com/pyscaffold/pyscaffold
    
  • PyPi (πŸ“₯ 500K / month Β· πŸ“¦ 55 Β· ⏱️ 13.01.2022):

     pip install pyscaffold
    
  • Conda (πŸ“₯ 130K Β· ⏱️ 15.01.2022):

     conda install -c conda-forge pyscaffold
    
py4j (πŸ₯ˆ32 Β· ⭐ 920) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 160 Β· πŸ“¦ 8.6K Β· πŸ“‹ 390 - 37% open Β· ⏱️ 20.11.2021):

     git clone https://github.com/bartdag/py4j
    
  • PyPi (πŸ“₯ 22M / month Β· πŸ“¦ 650 Β· ⏱️ 20.11.2021):

     pip install py4j
    
  • Conda (πŸ“₯ 1.3M Β· ⏱️ 15.12.2021):

     conda install -c conda-forge py4j
    
keyboard (πŸ₯‰31 Β· ⭐ 2.8K) - Hook and simulate global keyboard events on Windows and Linux. MIT
  • GitHub (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 330 Β· πŸ“¦ 5.6K Β· πŸ“‹ 470 - 63% open Β· ⏱️ 05.02.2022):

     git clone https://github.com/boppreh/keyboard
    
  • PyPi (πŸ“₯ 200K / month Β· πŸ“¦ 250 Β· ⏱️ 23.03.2020):

     pip install keyboard
    
  • Conda (πŸ“₯ 2.9K Β· ⏱️ 08.11.2021):

     conda install -c conda-forge keyboard
    
pluggy (πŸ₯‰31 Β· ⭐ 740) - A minimalist production ready plugin system. MIT
  • GitHub (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 110 Β· πŸ“‹ 140 - 27% open Β· ⏱️ 16.01.2022):

     git clone https://github.com/pytest-dev/pluggy
    
  • PyPi (πŸ“₯ 37M / month Β· πŸ“¦ 10K Β· ⏱️ 25.08.2021):

     pip install pluggy
    
  • Conda (πŸ“₯ 9.1M Β· ⏱️ 02.11.2021):

     conda install -c conda-forge pluggy
    
diagrams (πŸ₯‰30 Β· ⭐ 16K) - Diagram as Code for prototyping cloud system architectures. MIT
  • GitHub (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 920 Β· πŸ“‹ 380 - 61% open Β· ⏱️ 09.02.2022):

     git clone https://github.com/mingrammer/diagrams
    
  • PyPi (πŸ“₯ 60K / month Β· πŸ“¦ 23 Β· ⏱️ 09.02.2022):

     pip install diagrams
    
  • Conda (πŸ“₯ 110K Β· ⏱️ 23.01.2022):

     conda install -c conda-forge diagrams
    
fastcore (πŸ₯‰27 Β· ⭐ 700) - Python supercharged for the fastai library. Apache-2
  • GitHub (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 200 Β· πŸ“‹ 250 - 5% open Β· ⏱️ 27.01.2022):

     git clone https://github.com/fastai/fastcore
    
  • PyPi (πŸ“₯ 420K / month Β· πŸ“¦ 140 Β· ⏱️ 01.11.2021):

     pip install fastcore
    
  • Conda (πŸ“₯ 420 Β· ⏱️ 30.12.2021):

     conda install -c conda-forge fastcore
    
pyscreenshot (πŸ₯‰26 Β· ⭐ 420) - Python screenshot library, replacement for the Pillow ImageGrab.. BSD-2
  • GitHub (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 79 Β· πŸ“¦ 1.4K Β· πŸ“‹ 66 - 7% open Β· ⏱️ 01.01.2022):

     git clone https://github.com/ponty/pyscreenshot
    
  • PyPi (πŸ“₯ 110K / month Β· πŸ“¦ 240 Β· ⏱️ 18.04.2021):

     pip install pyscreenshot
    
Send2Trash (πŸ₯‰26 Β· ⭐ 190) - 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“₯ 8.7M / month Β· πŸ“¦ 2.7K Β· ⏱️ 21.08.2021):

     pip install send2trash
    
  • Conda (πŸ“₯ 4.3M Β· ⏱️ 09.08.2021):

     conda install -c conda-forge send2trash
    
pluginbase (πŸ₯‰24 Β· ⭐ 1K Β· πŸ’€) - A simple but flexible plugin system for Python. BSD-3
  • GitHub (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 140 Β· πŸ“¦ 1.1K Β· ⏱️ 16.05.2021):

     git clone https://github.com/mitsuhiko/pluginbase
    
  • PyPi (πŸ“₯ 530K / month Β· πŸ“¦ 160 Β· ⏱️ 16.05.2021):

     pip install pluginbase
    
  • Conda (πŸ“₯ 210K Β· ⏱️ 04.02.2019):

     conda install -c conda-forge pluginbase
    
python-mss (πŸ₯‰24 Β· ⭐ 690) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
  • GitHub (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 69 Β· πŸ“‹ 110 - 29% open Β· ⏱️ 26.12.2021):

     git clone https://github.com/BoboTiG/python-mss
    
  • PyPi (πŸ“₯ 290K / month Β· πŸ“¦ 210 Β· ⏱️ 31.10.2020):

     pip install mss
    
  • Conda (πŸ“₯ 11K Β· ⏱️ 31.10.2020):

     conda install -c conda-forge python-mss
    
catalogue (πŸ₯‰22 Β· ⭐ 110) - Super lightweight function registries for your library. MIT
  • GitHub (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 18 Β· πŸ“¦ 13K Β· πŸ“‹ 7 - 71% open Β· ⏱️ 13.12.2021):

     git clone https://github.com/explosion/catalogue
    
  • PyPi (πŸ“₯ 3.4M / month Β· πŸ“¦ 39 Β· ⏱️ 21.08.2021):

     pip install catalogue
    
  • Conda (πŸ“₯ 460K Β· ⏱️ 07.12.2021):

     conda install -c conda-forge catalogue
    
Show 3 hidden projects...
  • powerline-shell (πŸ₯‰26 Β· ⭐ 5.8K Β· πŸ’€) - A beautiful and useful prompt for your shell. MIT
  • openpyxl (πŸ₯‰24 Β· ⭐ 34) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT
  • macropy (πŸ₯‰23 Β· ⭐ 3.1K Β· πŸ’€) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT

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  • awesome-python: A curated list of awesome Python frameworks, libraries, software and resources.

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