From fe05e9a615aa75f1909f5901ca0d8adc55b79b0a Mon Sep 17 00:00:00 2001 From: LukasMasuch Date: Thu, 5 Feb 2026 14:10:16 +0000 Subject: [PATCH] Update best-of list for version 2026.02.05 --- README.md | 1785 +++++++++++++++---------------- history/2026-02-05_changes.md | 20 + history/2026-02-05_projects.csv | 395 +++++++ latest-changes.md | 20 +- 4 files changed, 1299 insertions(+), 921 deletions(-) create mode 100644 history/2026-02-05_changes.md create mode 100644 history/2026-02-05_projects.csv diff --git a/README.md b/README.md index 0e64e9c..00c2ea1 100644 --- a/README.md +++ b/README.md @@ -84,134 +84,134 @@ This curated list contains 390 awesome open-source projects with a total of 2M s Back to top -
protobuf (πŸ₯‡53 Β· ⭐ 70K) - Protocol Buffers - Googles data interchange format. BSD-3 +
protobuf (πŸ₯‡52 Β· ⭐ 71K) - Protocol Buffers - Googles data interchange format. BSD-3 -- [GitHub](https://github.com/protocolbuffers/protobuf) (πŸ‘¨β€πŸ’» 1.4K Β· πŸ”€ 16K Β· πŸ“₯ 82M Β· πŸ“¦ 960K Β· πŸ“‹ 6.9K - 3% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/protocolbuffers/protobuf) (πŸ‘¨β€πŸ’» 1.4K Β· πŸ”€ 16K Β· πŸ“₯ 76M Β· πŸ“¦ 970K Β· πŸ“‹ 6.9K - 3% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/protocolbuffers/protobuf ``` -- [PyPi](https://pypi.org/project/protobuf) (πŸ“₯ 490M / month Β· πŸ“¦ 10K Β· ⏱️ 12.01.2026): +- [PyPi](https://pypi.org/project/protobuf) (πŸ“₯ 480M / month Β· πŸ“¦ 11K Β· ⏱️ 04.02.2026): ``` pip install protobuf ``` -- [Conda](https://anaconda.org/conda-forge/protobuf) (πŸ“₯ 27M Β· ⏱️ 20.01.2026): +- [Conda](https://anaconda.org/conda-forge/protobuf) (πŸ“₯ 28M Β· ⏱️ 30.01.2026): ``` conda install -c conda-forge protobuf ``` -- [npm](https://www.npmjs.com/package/google-protobuf) (πŸ“₯ 9.3M / month Β· πŸ“¦ 3.7K Β· ⏱️ 19.11.2025): +- [npm](https://www.npmjs.com/package/google-protobuf) (πŸ“₯ 13M / month Β· πŸ“¦ 3.7K Β· ⏱️ 19.11.2025): ``` npm install google-protobuf ```
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flatbuffers (πŸ₯‡45 Β· ⭐ 25K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 +
flatbuffers (πŸ₯‡45 Β· ⭐ 26K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 -- [GitHub](https://github.com/google/flatbuffers) (πŸ‘¨β€πŸ’» 750 Β· πŸ”€ 3.5K Β· πŸ“₯ 1.5M Β· πŸ“¦ 190K Β· πŸ“‹ 2.6K - 6% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/google/flatbuffers) (πŸ‘¨β€πŸ’» 750 Β· πŸ”€ 3.5K Β· πŸ“₯ 1.5M Β· πŸ“¦ 200K Β· πŸ“‹ 2.6K - 5% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/google/flatbuffers ``` -- [PyPi](https://pypi.org/project/flatbuffers) (πŸ“₯ 37M / month Β· πŸ“¦ 700 Β· ⏱️ 19.12.2025): +- [PyPi](https://pypi.org/project/flatbuffers) (πŸ“₯ 44M / month Β· πŸ“¦ 700 Β· ⏱️ 19.12.2025): ``` pip install flatbuffers ``` -- [Conda](https://anaconda.org/conda-forge/flatbuffers) (πŸ“₯ 1.8M Β· ⏱️ 22.12.2025): +- [Conda](https://anaconda.org/conda-forge/flatbuffers) (πŸ“₯ 1.9M Β· ⏱️ 22.12.2025): ``` conda install -c conda-forge flatbuffers ``` -- [npm](https://www.npmjs.com/package/flatbuffers) (πŸ“₯ 7M / month Β· πŸ“¦ 290 Β· ⏱️ 24.09.2025): +- [npm](https://www.npmjs.com/package/flatbuffers) (πŸ“₯ 9.6M / month Β· πŸ“¦ 290 Β· ⏱️ 24.09.2025): ``` npm install flatbuffers ```
marshmallow (πŸ₯ˆ42 Β· ⭐ 7.2K) - A lightweight library for converting complex objects to and from.. MIT -- [GitHub](https://github.com/marshmallow-code/marshmallow) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 650 Β· πŸ“¦ 220K Β· πŸ“‹ 1.3K - 11% open Β· ⏱️ 05.01.2026): +- [GitHub](https://github.com/marshmallow-code/marshmallow) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 650 Β· πŸ“¦ 220K Β· πŸ“‹ 1.3K - 11% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/marshmallow-code/marshmallow ``` -- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 90M / month Β· πŸ“¦ 2.7K Β· ⏱️ 04.01.2026): +- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 100M / month Β· πŸ“¦ 2.8K Β· ⏱️ 04.02.2026): ``` pip install marshmallow ``` -- [Conda](https://anaconda.org/conda-forge/marshmallow) (πŸ“₯ 3.6M Β· ⏱️ 04.01.2026): +- [Conda](https://anaconda.org/conda-forge/marshmallow) (πŸ“₯ 3.6M Β· ⏱️ 04.02.2026): ``` conda install -c conda-forge marshmallow ```
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dill (πŸ₯ˆ38 Β· ⭐ 2.4K Β· πŸ“ˆ) - serialize all of Python. BSD-3 +
orjson (πŸ₯ˆ38 Β· ⭐ 7.9K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2 -- [GitHub](https://github.com/uqfoundation/dill) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 190 Β· πŸ“₯ 290K Β· πŸ“¦ 240K Β· πŸ“‹ 560 - 35% open Β· ⏱️ 19.01.2026): +- [GitHub](https://github.com/ijl/orjson) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 290 Β· πŸ“¦ 210K Β· ⏱️ 02.02.2026): ``` - git clone https://github.com/uqfoundation/dill + git clone https://github.com/ijl/orjson ``` -- [PyPi](https://pypi.org/project/dill) (πŸ“₯ 100M / month Β· πŸ“¦ 4.2K Β· ⏱️ 19.01.2026): +- [PyPi](https://pypi.org/project/orjson) (πŸ“₯ 110M / month Β· πŸ“¦ 5.3K Β· ⏱️ 02.02.2026): ``` - pip install dill + pip install orjson ``` -- [Conda](https://anaconda.org/conda-forge/dill) (πŸ“₯ 17M Β· ⏱️ 19.01.2026): +- [Conda](https://anaconda.org/conda-forge/orjson) (πŸ“₯ 4.7M Β· ⏱️ 15.12.2025): ``` - conda install -c conda-forge dill + conda install -c conda-forge orjson ```
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orjson (πŸ₯ˆ37 Β· ⭐ 7.8K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2 +
dill (πŸ₯ˆ38 Β· ⭐ 2.4K) - serialize all of Python. BSD-3 -- [GitHub](https://github.com/ijl/orjson) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 280 Β· πŸ“¦ 210K Β· ⏱️ 06.12.2025): +- [GitHub](https://github.com/uqfoundation/dill) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 190 Β· πŸ“₯ 290K Β· πŸ“¦ 240K Β· πŸ“‹ 560 - 35% open Β· ⏱️ 24.01.2026): ``` - git clone https://github.com/ijl/orjson + git clone https://github.com/uqfoundation/dill ``` -- [PyPi](https://pypi.org/project/orjson) (πŸ“₯ 91M / month Β· πŸ“¦ 4.9K Β· ⏱️ 06.12.2025): +- [PyPi](https://pypi.org/project/dill) (πŸ“₯ 110M / month Β· πŸ“¦ 4.2K Β· ⏱️ 19.01.2026): ``` - pip install orjson + pip install dill ``` -- [Conda](https://anaconda.org/conda-forge/orjson) (πŸ“₯ 4.6M Β· ⏱️ 15.12.2025): +- [Conda](https://anaconda.org/conda-forge/dill) (πŸ“₯ 17M Β· ⏱️ 19.01.2026): ``` - conda install -c conda-forge orjson + conda install -c conda-forge dill ```
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simplejson (πŸ₯ˆ37 Β· ⭐ 1.7K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT +
jsonpickle (πŸ₯ˆ37 Β· ⭐ 1.3K) - Python library for serializing any arbitrary object graph into.. BSD-3 -- [GitHub](https://github.com/simplejson/simplejson) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 350 Β· πŸ“₯ 7.9K Β· πŸ“¦ 150K Β· πŸ“‹ 220 - 11% open Β· ⏱️ 24.09.2025): +- [GitHub](https://github.com/jsonpickle/jsonpickle) (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 180 Β· πŸ“¦ 49K Β· πŸ“‹ 380 - 16% open Β· ⏱️ 01.02.2026): ``` - git clone https://github.com/simplejson/simplejson + git clone https://github.com/jsonpickle/jsonpickle ``` -- [PyPi](https://pypi.org/project/simplejson) (πŸ“₯ 47M / month Β· πŸ“¦ 2.8K Β· ⏱️ 26.09.2025): +- [PyPi](https://pypi.org/project/jsonpickle) (πŸ“₯ 19M / month Β· πŸ“¦ 1.5K Β· ⏱️ 02.06.2025): ``` - pip install simplejson + pip install jsonpickle ``` -- [Conda](https://anaconda.org/conda-forge/simplejson) (πŸ“₯ 4.7M Β· ⏱️ 07.11.2025): +- [Conda](https://anaconda.org/conda-forge/jsonpickle) (πŸ“₯ 2.2M Β· ⏱️ 03.06.2025): ``` - conda install -c conda-forge simplejson + conda install -c conda-forge jsonpickle ```
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jsonpickle (πŸ₯ˆ37 Β· ⭐ 1.3K) - Python library for serializing any arbitrary object graph into.. BSD-3 +
simplejson (πŸ₯ˆ36 Β· ⭐ 1.7K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT -- [GitHub](https://github.com/jsonpickle/jsonpickle) (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 180 Β· πŸ“¦ 49K Β· πŸ“‹ 380 - 16% open Β· ⏱️ 17.01.2026): +- [GitHub](https://github.com/simplejson/simplejson) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 350 Β· πŸ“₯ 8K Β· πŸ“¦ 150K Β· πŸ“‹ 220 - 11% open Β· ⏱️ 30.01.2026): ``` - git clone https://github.com/jsonpickle/jsonpickle + git clone https://github.com/simplejson/simplejson ``` -- [PyPi](https://pypi.org/project/jsonpickle) (πŸ“₯ 17M / month Β· πŸ“¦ 1.5K Β· ⏱️ 02.06.2025): +- [PyPi](https://pypi.org/project/simplejson) (πŸ“₯ 55M / month Β· πŸ“¦ 2.8K Β· ⏱️ 26.09.2025): ``` - pip install jsonpickle + pip install simplejson ``` -- [Conda](https://anaconda.org/conda-forge/jsonpickle) (πŸ“₯ 2.2M Β· ⏱️ 03.06.2025): +- [Conda](https://anaconda.org/conda-forge/simplejson) (πŸ“₯ 4.7M Β· ⏱️ 07.11.2025): ``` - conda install -c conda-forge jsonpickle + conda install -c conda-forge simplejson ```
cloudpickle (πŸ₯‰34 Β· ⭐ 1.9K) - Extended pickling support for Python objects. BSD-3 -- [GitHub](https://github.com/cloudpipe/cloudpickle) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 180 Β· πŸ“₯ 85 Β· πŸ“‹ 280 - 36% open Β· ⏱️ 05.11.2025): +- [GitHub](https://github.com/cloudpipe/cloudpickle) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 190 Β· πŸ“₯ 87 Β· πŸ“‹ 280 - 36% open Β· ⏱️ 05.11.2025): ``` git clone https://github.com/cloudpipe/cloudpickle ``` -- [PyPi](https://pypi.org/project/cloudpickle) (πŸ“₯ 130M / month Β· πŸ“¦ 2.3K Β· ⏱️ 03.11.2025): +- [PyPi](https://pypi.org/project/cloudpickle) (πŸ“₯ 120M / month Β· πŸ“¦ 2.3K Β· ⏱️ 03.11.2025): ``` pip install cloudpickle ``` @@ -220,46 +220,46 @@ This curated list contains 390 awesome open-source projects with a total of 2M s conda install -c conda-forge cloudpickle ```
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srsly (πŸ₯‰30 Β· ⭐ 480) - Modern high-performance serialization utilities for Python (JSON,.. MIT +
python-rapidjson (πŸ₯‰29 Β· ⭐ 530) - Python wrapper around rapidjson. MIT -- [GitHub](https://github.com/explosion/srsly) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 36 Β· πŸ“₯ 910 Β· πŸ“¦ 67K Β· πŸ“‹ 38 - 26% open Β· ⏱️ 19.11.2025): +- [GitHub](https://github.com/python-rapidjson/python-rapidjson) (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 53 Β· πŸ“¦ 7.5K Β· πŸ“‹ 120 - 13% open Β· ⏱️ 07.12.2025): ``` - git clone https://github.com/explosion/srsly + git clone https://github.com/python-rapidjson/python-rapidjson ``` -- [PyPi](https://pypi.org/project/srsly) (πŸ“₯ 15M / month Β· πŸ“¦ 250 Β· ⏱️ 17.11.2025): +- [PyPi](https://pypi.org/project/python-rapidjson) (πŸ“₯ 4.9M / month Β· πŸ“¦ 270 Β· ⏱️ 07.12.2025): ``` - pip install srsly + pip install python-rapidjson ``` -- [Conda](https://anaconda.org/conda-forge/srsly) (πŸ“₯ 2.3M Β· ⏱️ 17.11.2025): +- [Conda](https://anaconda.org/conda-forge/python-rapidjson) (πŸ“₯ 4.5M Β· ⏱️ 03.02.2026): ``` - conda install -c conda-forge srsly + conda install -c conda-forge python-rapidjson ```
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python-rapidjson (πŸ₯‰29 Β· ⭐ 530) - Python wrapper around rapidjson. MIT +
srsly (πŸ₯‰29 Β· ⭐ 480) - Modern high-performance serialization utilities for Python (JSON,.. MIT -- [GitHub](https://github.com/python-rapidjson/python-rapidjson) (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 53 Β· πŸ“¦ 7.5K Β· πŸ“‹ 120 - 13% open Β· ⏱️ 07.12.2025): +- [GitHub](https://github.com/explosion/srsly) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 36 Β· πŸ“₯ 930 Β· πŸ“¦ 67K Β· πŸ“‹ 38 - 26% open Β· ⏱️ 19.11.2025): ``` - git clone https://github.com/python-rapidjson/python-rapidjson + git clone https://github.com/explosion/srsly ``` -- [PyPi](https://pypi.org/project/python-rapidjson) (πŸ“₯ 3.9M / month Β· πŸ“¦ 270 Β· ⏱️ 07.12.2025): +- [PyPi](https://pypi.org/project/srsly) (πŸ“₯ 18M / month Β· πŸ“¦ 250 Β· ⏱️ 17.11.2025): ``` - pip install python-rapidjson + pip install srsly ``` -- [Conda](https://anaconda.org/conda-forge/python-rapidjson) (πŸ“₯ 4.4M Β· ⏱️ 07.12.2025): +- [Conda](https://anaconda.org/conda-forge/srsly) (πŸ“₯ 2.3M Β· ⏱️ 17.11.2025): ``` - conda install -c conda-forge python-rapidjson + conda install -c conda-forge srsly ```
rtoml (πŸ₯‰23 Β· ⭐ 390) - A fast TOML library for python implemented in rust. MIT -- [GitHub](https://github.com/samuelcolvin/rtoml) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 30 Β· πŸ“¦ 840 Β· πŸ“‹ 27 - 37% open Β· ⏱️ 19.10.2025): +- [GitHub](https://github.com/samuelcolvin/rtoml) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 30 Β· πŸ“¦ 850 Β· πŸ“‹ 27 - 37% open Β· ⏱️ 19.10.2025): ``` git clone https://github.com/samuelcolvin/rtoml ``` -- [PyPi](https://pypi.org/project/rtoml) (πŸ“₯ 210K / month Β· πŸ“¦ 160 Β· ⏱️ 19.10.2025): +- [PyPi](https://pypi.org/project/rtoml) (πŸ“₯ 360K / month Β· πŸ“¦ 160 Β· ⏱️ 19.10.2025): ``` pip install rtoml ``` @@ -267,7 +267,7 @@ This curated list contains 390 awesome open-source projects with a total of 2M s
Show 5 hidden projects... - pyasn1 (πŸ₯‰35 Β· ⭐ 250 Β· πŸ’€) - Generic ASN.1 library for Python. BSD-2 -- ultrajson (πŸ₯‰32 Β· ⭐ 4.5K) - Ultra fast JSON decoder and encoder written in C with Python.. ❗Unlicensed +- ultrajson (πŸ₯‰31 Β· ⭐ 4.5K) - Ultra fast JSON decoder and encoder written in C with Python.. ❗Unlicensed - msgpack (πŸ₯‰31 Β· ⭐ 2.1K) - MessagePack serializer implementation for Python.. ❗Unlicensed - hickle (πŸ₯‰26 Β· ⭐ 500 Β· πŸ’€) - a HDF5-based python pickle replacement. MIT - pysimdjson (πŸ₯‰23 Β· ⭐ 760 Β· πŸ’€) - Python bindings for the simdjson project. ❗Unlicensed @@ -282,148 +282,164 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pandas (πŸ₯‡54 Β· ⭐ 48K) - Flexible and powerful data analysis / manipulation library for.. BSD-3 -- [GitHub](https://github.com/pandas-dev/pandas) (πŸ‘¨β€πŸ’» 4.1K Β· πŸ”€ 20K Β· πŸ“₯ 3.1M Β· πŸ“¦ 2.8M Β· πŸ“‹ 28K - 12% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/pandas-dev/pandas) (πŸ‘¨β€πŸ’» 4.1K Β· πŸ”€ 20K Β· πŸ“₯ 3.3M Β· πŸ“¦ 2.8M Β· πŸ“‹ 28K - 12% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/pandas-dev/pandas ``` -- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 440M / month Β· πŸ“¦ 110K Β· ⏱️ 21.01.2026): +- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 490M / month Β· πŸ“¦ 110K Β· ⏱️ 21.01.2026): ``` pip install pandas ``` -- [Conda](https://anaconda.org/conda-forge/pandas) (πŸ“₯ 75M Β· ⏱️ 22.01.2026): +- [Conda](https://anaconda.org/conda-forge/pandas) (πŸ“₯ 76M Β· ⏱️ 22.01.2026): ``` conda install -c conda-forge pandas ```
h5py (πŸ₯‡43 Β· ⭐ 2.2K) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 -- [GitHub](https://github.com/h5py/h5py) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 550 Β· πŸ“₯ 5.7K Β· πŸ“¦ 360K Β· πŸ“‹ 1.7K - 19% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/h5py/h5py) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 550 Β· πŸ“₯ 5.7K Β· πŸ“¦ 360K Β· πŸ“‹ 1.7K - 19% open Β· ⏱️ 02.02.2026): ``` git clone https://github.com/h5py/h5py ``` -- [PyPi](https://pypi.org/project/h5py) (πŸ“₯ 27M / month Β· πŸ“¦ 9.5K Β· ⏱️ 16.10.2025): +- [PyPi](https://pypi.org/project/h5py) (πŸ“₯ 31M / month Β· πŸ“¦ 9.5K Β· ⏱️ 16.10.2025): ``` pip install h5py ``` -- [Conda](https://anaconda.org/conda-forge/h5py) (πŸ“₯ 23M Β· ⏱️ 24.11.2025): +- [Conda](https://anaconda.org/conda-forge/h5py) (πŸ“₯ 24M Β· ⏱️ 24.11.2025): ``` conda install -c conda-forge h5py ```
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xarray (πŸ₯ˆ41 Β· ⭐ 4.1K) - N-D labeled arrays and datasets in Python. Apache-2 +
xarray (πŸ₯ˆ40 Β· ⭐ 4.1K) - N-D labeled arrays and datasets in Python. Apache-2 -- [GitHub](https://github.com/pydata/xarray) (πŸ‘¨β€πŸ’» 600 Β· πŸ”€ 1.2K Β· πŸ“¦ 43K Β· πŸ“‹ 5.2K - 25% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/pydata/xarray) (πŸ‘¨β€πŸ’» 600 Β· πŸ”€ 1.2K Β· πŸ“¦ 43K Β· πŸ“‹ 5.2K - 25% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/pydata/xarray ``` -- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 11M / month Β· πŸ“¦ 5K Β· ⏱️ 05.12.2025): +- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 13M / month Β· πŸ“¦ 5.2K Β· ⏱️ 28.01.2026): ``` pip install xarray ``` -- [Conda](https://anaconda.org/conda-forge/xarray) (πŸ“₯ 14M Β· ⏱️ 05.12.2025): +- [Conda](https://anaconda.org/conda-forge/xarray) (πŸ“₯ 14M Β· ⏱️ 29.01.2026): ``` conda install -c conda-forge xarray ```
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zarr (πŸ₯ˆ37 Β· ⭐ 1.9K) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT +
zarr (πŸ₯ˆ38 Β· ⭐ 1.9K) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT -- [GitHub](https://github.com/zarr-developers/zarr-python) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 370 Β· πŸ“¦ 7.5K Β· πŸ“‹ 1.4K - 36% open Β· ⏱️ 20.01.2026): +- [GitHub](https://github.com/zarr-developers/zarr-python) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 370 Β· πŸ“¦ 7.6K Β· πŸ“‹ 1.4K - 36% open Β· ⏱️ 02.02.2026): ``` git clone https://github.com/zarr-developers/zarr-python ``` -- [PyPi](https://pypi.org/project/zarr) (πŸ“₯ 2.5M / month Β· πŸ“¦ 1.7K Β· ⏱️ 21.11.2025): +- [PyPi](https://pypi.org/project/zarr) (πŸ“₯ 3.5M / month Β· πŸ“¦ 1.7K Β· ⏱️ 21.11.2025): ``` pip install zarr ``` -- [Conda](https://anaconda.org/conda-forge/zarr) (πŸ“₯ 4.9M Β· ⏱️ 21.11.2025): +- [Conda](https://anaconda.org/conda-forge/zarr) (πŸ“₯ 5M Β· ⏱️ 21.11.2025): ``` conda install -c conda-forge zarr ```
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numexpr (πŸ₯ˆ36 Β· ⭐ 2.4K) - Fast numerical array expression evaluator for Python, NumPy, Pandas,.. MIT +
Bottleneck (πŸ₯ˆ36 Β· ⭐ 1.2K) - Fast NumPy array functions written in C. BSD-2 -- [GitHub](https://github.com/pydata/numexpr) (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 220 Β· πŸ“₯ 3.5K Β· πŸ“¦ 99K Β· πŸ“‹ 400 - 0% open Β· ⏱️ 02.12.2025): +- [GitHub](https://github.com/pydata/bottleneck) (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 110 Β· πŸ“¦ 59K Β· πŸ“‹ 260 - 17% open Β· ⏱️ 02.02.2026): ``` - git clone https://github.com/pydata/numexpr + git clone https://github.com/pydata/bottleneck ``` -- [PyPi](https://pypi.org/project/numexpr) (πŸ“₯ 8.6M / month Β· πŸ“¦ 1.2K Β· ⏱️ 13.10.2025): +- [PyPi](https://pypi.org/project/Bottleneck) (πŸ“₯ 6.6M / month Β· πŸ“¦ 620 Β· ⏱️ 08.09.2025): ``` - pip install numexpr + pip install Bottleneck ``` -- [Conda](https://anaconda.org/conda-forge/numexpr) (πŸ“₯ 12M Β· ⏱️ 03.12.2025): +- [Conda](https://anaconda.org/conda-forge/bottleneck) (πŸ“₯ 6.2M Β· ⏱️ 10.11.2025): ``` - conda install -c conda-forge numexpr + conda install -c conda-forge bottleneck ```
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Bottleneck (πŸ₯ˆ36 Β· ⭐ 1.2K) - Fast NumPy array functions written in C. BSD-2 +
pandera (πŸ₯ˆ35 Β· ⭐ 4.2K) - A light-weight, flexible, and expressive statistical data testing.. MIT -- [GitHub](https://github.com/pydata/bottleneck) (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 110 Β· πŸ“¦ 59K Β· πŸ“‹ 260 - 18% open Β· ⏱️ 20.01.2026): +- [GitHub](https://github.com/unionai-oss/pandera) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 370 Β· πŸ“¦ 3.3K Β· πŸ“‹ 1K - 41% open Β· ⏱️ 24.01.2026): ``` - git clone https://github.com/pydata/bottleneck + git clone https://github.com/pandera-dev/pandera ``` -- [PyPi](https://pypi.org/project/Bottleneck) (πŸ“₯ 4.8M / month Β· πŸ“¦ 620 Β· ⏱️ 08.09.2025): +- [PyPi](https://pypi.org/project/pandera) (πŸ“₯ 11M / month Β· πŸ“¦ 420 Β· ⏱️ 29.01.2026): ``` - pip install Bottleneck + pip install pandera ``` -- [Conda](https://anaconda.org/conda-forge/bottleneck) (πŸ“₯ 6.1M Β· ⏱️ 10.11.2025): +- [Conda](https://anaconda.org/conda-forge/pandera-core) (πŸ“₯ 100K Β· ⏱️ 07.01.2026): ``` - conda install -c conda-forge bottleneck + conda install -c conda-forge pandera-core ```
-
pandera (πŸ₯ˆ35 Β· ⭐ 4.2K) - A light-weight, flexible, and expressive statistical data testing.. MIT +
numexpr (πŸ₯ˆ35 Β· ⭐ 2.4K) - Fast numerical array expression evaluator for Python, NumPy, Pandas,.. MIT -- [GitHub](https://github.com/unionai-oss/pandera) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 370 Β· πŸ“¦ 3.3K Β· πŸ“‹ 1K - 41% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/pydata/numexpr) (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 220 Β· πŸ“₯ 3.5K Β· πŸ“¦ 99K Β· πŸ“‹ 400 - 0% open Β· ⏱️ 02.12.2025): ``` - git clone https://github.com/pandera-dev/pandera + git clone https://github.com/pydata/numexpr ``` -- [PyPi](https://pypi.org/project/pandera) (πŸ“₯ 8.1M / month Β· πŸ“¦ 410 Β· ⏱️ 08.01.2026): +- [PyPi](https://pypi.org/project/numexpr) (πŸ“₯ 11M / month Β· πŸ“¦ 1.2K Β· ⏱️ 13.10.2025): ``` - pip install pandera + pip install numexpr ``` -- [Conda](https://anaconda.org/conda-forge/pandera-core) (πŸ“₯ 99K Β· ⏱️ 07.01.2026): +- [Conda](https://anaconda.org/conda-forge/numexpr) (πŸ“₯ 12M Β· ⏱️ 03.12.2025): ``` - conda install -c conda-forge pandera-core + conda install -c conda-forge numexpr ```
Modin (πŸ₯ˆ34 Β· ⭐ 10K) - Modin: Scale your Pandas workflows by changing a single line of.. Apache-2 -- [GitHub](https://github.com/modin-project/modin) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 660 Β· πŸ“₯ 200K Β· πŸ“¦ 2.3K Β· πŸ“‹ 4.4K - 16% open Β· ⏱️ 01.10.2025): +- [GitHub](https://github.com/modin-project/modin) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 670 Β· πŸ“₯ 200K Β· πŸ“¦ 2.3K Β· πŸ“‹ 4.4K - 16% open Β· ⏱️ 01.10.2025): ``` git clone https://github.com/modin-project/modin ``` -- [PyPi](https://pypi.org/project/modin) (πŸ“₯ 1.7M / month Β· πŸ“¦ 66 Β· ⏱️ 02.10.2025): +- [PyPi](https://pypi.org/project/modin) (πŸ“₯ 1.8M / month Β· πŸ“¦ 66 Β· ⏱️ 02.10.2025): ``` pip install modin ``` -- [Conda](https://anaconda.org/conda-forge/modin-core) (πŸ“₯ 870K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/modin-core) (πŸ“₯ 880K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge modin-core ```
PyTables (πŸ₯ˆ34 Β· ⭐ 1.4K) - A Python package to manage extremely large amounts of data. BSD-3 -- [GitHub](https://github.com/PyTables/PyTables) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 280 Β· πŸ“₯ 210 Β· πŸ“‹ 750 - 20% open Β· ⏱️ 17.01.2026): +- [GitHub](https://github.com/PyTables/PyTables) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 280 Β· πŸ“₯ 210 Β· πŸ“‹ 760 - 20% open Β· ⏱️ 03.02.2026): ``` git clone https://github.com/PyTables/PyTables ``` -- [PyPi](https://pypi.org/project/tables) (πŸ“₯ 1.3M / month Β· πŸ“¦ 1.5K Β· ⏱️ 04.01.2025): +- [PyPi](https://pypi.org/project/tables) (πŸ“₯ 1.5M / month Β· πŸ“¦ 1.5K Β· ⏱️ 04.01.2025): ``` pip install tables ``` -- [Conda](https://anaconda.org/conda-forge/pytables) (πŸ“₯ 11M Β· ⏱️ 30.10.2025): +- [Conda](https://anaconda.org/conda-forge/pytables) (πŸ“₯ 11M Β· ⏱️ 02.02.2026): ``` conda install -c conda-forge pytables ```
+
Vaex (πŸ₯ˆ33 Β· ⭐ 8.5K) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization.. MIT + +- [GitHub](https://github.com/vaexio/vaex) (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 600 Β· πŸ“₯ 330 Β· πŸ“¦ 1K Β· πŸ“‹ 1.3K - 41% open Β· ⏱️ 05.02.2026): + + ``` + git clone https://github.com/vaexio/vaex + ``` +- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 19K / month Β· πŸ“¦ 68 Β· ⏱️ 03.02.2026): + ``` + pip install vaex + ``` +- [Conda](https://anaconda.org/conda-forge/vaex) (πŸ“₯ 390K Β· ⏱️ 22.04.2025): + ``` + conda install -c conda-forge vaex + ``` +
TinyDB (πŸ₯ˆ33 Β· ⭐ 7.4K) - TinyDB is a lightweight document oriented database optimized for your.. MIT - [GitHub](https://github.com/msiemens/tinydb) (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 590 Β· πŸ“¦ 16K Β· πŸ“‹ 330 - 3% open Β· ⏱️ 17.01.2026): @@ -431,23 +447,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/msiemens/tinydb ``` -- [PyPi](https://pypi.org/project/tinydb) (πŸ“₯ 1.4M / month Β· πŸ“¦ 690 Β· ⏱️ 12.10.2024): +- [PyPi](https://pypi.org/project/tinydb) (πŸ“₯ 1.8M / month Β· πŸ“¦ 690 Β· ⏱️ 12.10.2024): ``` pip install tinydb ``` -- [Conda](https://anaconda.org/conda-forge/tinydb) (πŸ“₯ 780K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/tinydb) (πŸ“₯ 790K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge tinydb ```
datasketch (πŸ₯ˆ33 Β· ⭐ 2.9K) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT -- [GitHub](https://github.com/ekzhu/datasketch) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 310 Β· πŸ“₯ 36 Β· πŸ“¦ 2.4K Β· πŸ“‹ 180 - 31% open Β· ⏱️ 18.01.2026): +- [GitHub](https://github.com/ekzhu/datasketch) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 310 Β· πŸ“₯ 38 Β· πŸ“¦ 2.4K Β· πŸ“‹ 180 - 31% open Β· ⏱️ 18.01.2026): ``` git clone https://github.com/ekzhu/datasketch ``` -- [PyPi](https://pypi.org/project/datasketch) (πŸ“₯ 4.7M / month Β· πŸ“¦ 130 Β· ⏱️ 18.01.2026): +- [PyPi](https://pypi.org/project/datasketch) (πŸ“₯ 5.4M / month Β· πŸ“¦ 130 Β· ⏱️ 18.01.2026): ``` pip install datasketch ``` @@ -459,7 +475,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/jina-ai/docarray ``` -- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 84K / month Β· πŸ“¦ 82 Β· ⏱️ 21.03.2025): +- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 110K / month Β· πŸ“¦ 82 Β· ⏱️ 21.03.2025): ``` pip install docarray ``` @@ -468,30 +484,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge docarray ```
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Vaex (πŸ₯‰31 Β· ⭐ 8.5K) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization.. MIT - -- [GitHub](https://github.com/vaexio/vaex) (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 600 Β· πŸ“₯ 330 Β· πŸ“¦ 1K Β· πŸ“‹ 1.3K - 41% open Β· ⏱️ 03.09.2025): - - ``` - git clone https://github.com/vaexio/vaex - ``` -- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 12K / month Β· πŸ“¦ 52 Β· ⏱️ 21.07.2023): - ``` - pip install vaex - ``` -- [Conda](https://anaconda.org/conda-forge/vaex) (πŸ“₯ 380K Β· ⏱️ 22.04.2025): - ``` - conda install -c conda-forge vaex - ``` -
datatable (πŸ₯‰28 Β· ⭐ 1.9K Β· πŸ’€) - A Python package for manipulating 2-dimensional tabular data.. MPL-2.0 -- [GitHub](https://github.com/h2oai/datatable) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 160 Β· πŸ“₯ 3.3K Β· πŸ“‹ 1.5K - 11% open Β· ⏱️ 17.03.2025): +- [GitHub](https://github.com/h2oai/datatable) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 160 Β· πŸ“₯ 3.4K Β· πŸ“‹ 1.5K - 11% open Β· ⏱️ 17.03.2025): ``` git clone https://github.com/h2oai/datatable ``` -- [PyPi](https://pypi.org/project/datatable) (πŸ“₯ 38K / month Β· πŸ“¦ 54 Β· ⏱️ 01.12.2023): +- [PyPi](https://pypi.org/project/datatable) (πŸ“₯ 44K / month Β· πŸ“¦ 54 Β· ⏱️ 01.12.2023): ``` pip install datatable ``` @@ -502,16 +502,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
StaticFrame (πŸ₯‰28 Β· ⭐ 480) - Immutable and statically-typeable DataFrames with runtime type and.. MIT -- [GitHub](https://github.com/static-frame/static-frame) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 35 Β· πŸ“¦ 29 Β· πŸ“‹ 730 - 6% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/static-frame/static-frame) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 35 Β· πŸ“¦ 30 Β· πŸ“‹ 730 - 6% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/InvestmentSystems/static-frame ``` -- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 22K / month Β· πŸ“¦ 6 Β· ⏱️ 17.12.2025): +- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 23K / month Β· πŸ“¦ 6 Β· ⏱️ 04.02.2026): ``` pip install static-frame ``` -- [Conda](https://anaconda.org/conda-forge/static-frame) (πŸ“₯ 560K Β· ⏱️ 17.12.2025): +- [Conda](https://anaconda.org/conda-forge/static-frame) (πŸ“₯ 570K Β· ⏱️ 22.01.2026): ``` conda install -c conda-forge static-frame ``` @@ -523,7 +523,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/patx/pickledb ``` -- [PyPi](https://pypi.org/project/pickledb) (πŸ“₯ 22K / month Β· πŸ“¦ 2 Β· ⏱️ 05.01.2026): +- [PyPi](https://pypi.org/project/pickledb) (πŸ“₯ 26K / month Β· πŸ“¦ 2 Β· ⏱️ 05.01.2026): ``` pip install pickledb ``` @@ -546,12 +546,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._ - polars (πŸ₯‡44 Β· ⭐ 37K) - Extremely fast Query Engine for DataFrames, written in Rust. ❗Unlicensed - Blaze (πŸ₯‰32 Β· ⭐ 3.2K Β· πŸ’€) - NumPy and Pandas interface to Big Data. BSD-3 - Koalas (πŸ₯‰31 Β· ⭐ 3.4K Β· πŸ’€) - Koalas: pandas API on Apache Spark. Apache-2 spark +- Arctic (πŸ₯‰28 Β· ⭐ 3.1K Β· πŸ’€) - Arctic is a high performance datastore for numeric data. ❗️LGPL-2.1 - sklearn-pandas (πŸ₯‰28 Β· ⭐ 2.8K Β· πŸ’€) - Pandas integration with sklearn. ❗️Zlib sklearn - swifter (πŸ₯‰28 Β· ⭐ 2.6K Β· πŸ’€) - A package which efficiently applies any function to a pandas.. MIT -- pandasql (πŸ₯‰28 Β· ⭐ 1.4K Β· πŸ’€) - sqldf for pandas. MIT +- pandasql (πŸ₯‰28 Β· ⭐ 1.3K Β· πŸ’€) - sqldf for pandas. MIT - PandaralΒ·lel (πŸ₯‰27 Β· ⭐ 3.8K Β· πŸ’€) - A simple and efficient tool to parallelize Pandas.. BSD-3 jupyter -- Arctic (πŸ₯‰27 Β· ⭐ 3.1K Β· πŸ’€) - Arctic is a high performance datastore for numeric data. ❗️LGPL-2.1 -- bcolz (πŸ₯‰26 Β· ⭐ 960 Β· πŸ’€) - A columnar data container that can be compressed. BSD-3 +- bcolz (πŸ₯‰27 Β· ⭐ 960 Β· πŸ’€) - A columnar data container that can be compressed. BSD-3 - fletcher (πŸ₯‰20 Β· ⭐ 230 Β· πŸ’€) - Pandas ExtensionDType/Array backed by Apache Arrow. MIT - daffy (πŸ₯‰19 Β· ⭐ 53) - Lightweight DataFrame validation decorators for Pandas, Polars, Modin,.. MIT - Bounter (πŸ₯‰17 Β· ⭐ 930 Β· πŸ’€) - Efficient Counter that uses a limited (bounded) amount of memory.. MIT @@ -565,12 +565,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pyrsistent (πŸ₯‡38 Β· ⭐ 2.2K) - Persistent/Immutable/Functional data structures for Python. MIT -- [GitHub](https://github.com/tobgu/pyrsistent) (πŸ‘¨β€πŸ’» 77 Β· πŸ”€ 160 Β· πŸ“¦ 370K Β· πŸ“‹ 180 - 15% open Β· ⏱️ 11.01.2026): +- [GitHub](https://github.com/tobgu/pyrsistent) (πŸ‘¨β€πŸ’» 77 Β· πŸ”€ 160 Β· πŸ“¦ 370K Β· πŸ“‹ 180 - 15% open Β· ⏱️ 31.01.2026): ``` git clone https://github.com/tobgu/pyrsistent ``` -- [PyPi](https://pypi.org/project/pyrsistent) (πŸ“₯ 36M / month Β· πŸ“¦ 1K Β· ⏱️ 25.10.2023): +- [PyPi](https://pypi.org/project/pyrsistent) (πŸ“₯ 39M / month Β· πŸ“¦ 1K Β· ⏱️ 25.10.2023): ``` pip install pyrsistent ``` @@ -579,14 +579,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pyrsistent ```
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multidict (πŸ₯‡33 Β· ⭐ 480) - The multidict implementation. Apache-2 +
multidict (πŸ₯‡34 Β· ⭐ 480) - The multidict implementation. Apache-2 -- [GitHub](https://github.com/aio-libs/multidict) (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 110 Β· πŸ“₯ 1.9K Β· πŸ“‹ 200 - 15% open Β· ⏱️ 20.11.2025): +- [GitHub](https://github.com/aio-libs/multidict) (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 120 Β· πŸ“₯ 1.7K Β· πŸ“‹ 190 - 11% open Β· ⏱️ 28.01.2026): ``` git clone https://github.com/aio-libs/multidict ``` -- [PyPi](https://pypi.org/project/multidict) (πŸ“₯ 250M / month Β· πŸ“¦ 2.1K Β· ⏱️ 06.10.2025): +- [PyPi](https://pypi.org/project/multidict) (πŸ“₯ 300M / month Β· πŸ“¦ 2.1K Β· ⏱️ 26.01.2026): ``` pip install multidict ``` @@ -595,18 +595,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge multidict ```
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bidict (πŸ₯ˆ31 Β· ⭐ 1.6K) - The bidirectional mapping library for Python. MPL-2.0 +
bidict (πŸ₯ˆ32 Β· ⭐ 1.6K) - The bidirectional mapping library for Python. MPL-2.0 -- [GitHub](https://github.com/jab/bidict) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 63 Β· πŸ“₯ 140 Β· πŸ“¦ 43K Β· πŸ“‹ 63 - 1% open Β· ⏱️ 03.01.2026): +- [GitHub](https://github.com/jab/bidict) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 64 Β· πŸ“₯ 140 Β· πŸ“¦ 43K Β· πŸ“‹ 66 - 6% open Β· ⏱️ 01.02.2026): ``` git clone https://github.com/jab/bidict ``` -- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 13M / month Β· πŸ“¦ 480 Β· ⏱️ 18.02.2024): +- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 16M / month Β· πŸ“¦ 480 Β· ⏱️ 18.02.2024): ``` pip install bidict ``` -- [Conda](https://anaconda.org/conda-forge/bidict) (πŸ“₯ 680K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/bidict) (πŸ“₯ 690K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge bidict ``` @@ -618,23 +618,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/c0fec0de/anytree ``` -- [PyPi](https://pypi.org/project/anytree) (πŸ“₯ 3.4M / month Β· πŸ“¦ 580 Β· ⏱️ 08.04.2025): +- [PyPi](https://pypi.org/project/anytree) (πŸ“₯ 4.3M / month Β· πŸ“¦ 580 Β· ⏱️ 08.04.2025): ``` pip install anytree ``` -- [Conda](https://anaconda.org/conda-forge/anytree) (πŸ“₯ 72K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/anytree) (πŸ“₯ 73K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge anytree ```
glom (πŸ₯‰30 Β· ⭐ 2.1K) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3 -- [GitHub](https://github.com/mahmoud/glom) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 69 Β· πŸ“¦ 3K Β· πŸ“‹ 200 - 59% open Β· ⏱️ 29.12.2025): +- [GitHub](https://github.com/mahmoud/glom) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 71 Β· πŸ“¦ 3K Β· πŸ“‹ 200 - 59% open Β· ⏱️ 29.12.2025): ``` git clone https://github.com/mahmoud/glom ``` -- [PyPi](https://pypi.org/project/glom) (πŸ“₯ 9.1M / month Β· πŸ“¦ 250 Β· ⏱️ 29.12.2025): +- [PyPi](https://pypi.org/project/glom) (πŸ“₯ 13M / month Β· πŸ“¦ 250 Β· ⏱️ 29.12.2025): ``` pip install glom ``` @@ -645,12 +645,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
python-benedict (πŸ₯‰29 Β· ⭐ 1.6K) - dict subclass with keylist/keypath support, built-in I/O.. MIT -- [GitHub](https://github.com/fabiocaccamo/python-benedict) (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 45 Β· πŸ“¦ 2K Β· πŸ“‹ 120 - 10% open Β· ⏱️ 09.01.2026): +- [GitHub](https://github.com/fabiocaccamo/python-benedict) (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 43 Β· πŸ“¦ 2K Β· πŸ“‹ 120 - 10% open Β· ⏱️ 09.01.2026): ``` git clone https://github.com/fabiocaccamo/python-benedict ``` -- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 690K / month Β· πŸ“¦ 110 Β· ⏱️ 30.09.2025): +- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 850K / month Β· πŸ“¦ 110 Β· ⏱️ 30.09.2025): ``` pip install python-benedict ``` @@ -661,43 +661,28 @@ _General-purpose data containers as well as utilities & extensions for pandas._
janus (πŸ₯‰26 Β· ⭐ 950) - Thread-safe asyncio-aware queue for Python. Apache-2 -- [GitHub](https://github.com/aio-libs/janus) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 53 Β· πŸ“₯ 34 Β· πŸ“‹ 52 - 21% open Β· ⏱️ 06.01.2026): +- [GitHub](https://github.com/aio-libs/janus) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 53 Β· πŸ“₯ 34 Β· πŸ“‹ 52 - 21% open Β· ⏱️ 23.01.2026): ``` git clone https://github.com/aio-libs/janus ``` -- [PyPi](https://pypi.org/project/janus) (πŸ“₯ 1.2M / month Β· πŸ“¦ 130 Β· ⏱️ 13.12.2024): +- [PyPi](https://pypi.org/project/janus) (πŸ“₯ 1.7M / month Β· πŸ“¦ 130 Β· ⏱️ 13.12.2024): ``` pip install janus ``` -- [Conda](https://anaconda.org/conda-forge/janus) (πŸ“₯ 34K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/janus) (πŸ“₯ 35K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge janus ```
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python-box (πŸ₯‰25 Β· ⭐ 2.8K Β· πŸ’€) - Python dictionaries with advanced dot notation access. MIT - -- [GitHub](https://github.com/cdgriffith/Box) (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 120 Β· πŸ“₯ 54 Β· πŸ“‹ 180 - 19% open Β· ⏱️ 16.01.2025): - - ``` - git clone https://github.com/cdgriffith/Box - ``` -- [PyPi](https://pypi.org/project/python-box) (πŸ“₯ 4.9M / month Β· πŸ“¦ 460 Β· ⏱️ 16.01.2025): - ``` - pip install python-box - ``` -- [Conda](https://anaconda.org/conda-forge/python-box) (πŸ“₯ 1M Β· ⏱️ 05.10.2025): - ``` - conda install -c conda-forge python-box - ``` -
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Show 7 hidden projects... +
Show 8 hidden projects... -- python-sortedcontainers (πŸ₯ˆ32 Β· ⭐ 3.9K Β· πŸ’€) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2 -- addict (πŸ₯ˆ31 Β· ⭐ 2.5K Β· πŸ’€) - The Python Dict thats better than heroin. MIT +- python-sortedcontainers (πŸ₯ˆ33 Β· ⭐ 3.9K Β· πŸ’€) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2 +- addict (πŸ₯ˆ32 Β· ⭐ 2.5K Β· πŸ’€) - The Python Dict thats better than heroin. MIT - ordered-set (πŸ₯ˆ31 Β· ⭐ 220 Β· πŸ’€) - A mutable set that remembers the order of its entries. One of.. MIT - sqlitedict (πŸ₯‰29 Β· ⭐ 1.2K Β· πŸ’€) - Persistent dict, backed by sqlite3 and pickle, multithread-.. Apache-2 - munch (πŸ₯‰26 Β· ⭐ 780 Β· πŸ’€) - A Munch is a Python dictionary that provides attribute-style access (a.. MIT +- python-box (πŸ₯‰25 Β· ⭐ 2.8K Β· πŸ’€) - Python dictionaries with advanced dot notation access. MIT - immutables (πŸ₯‰25 Β· ⭐ 1.2K Β· πŸ’€) - A high-performance immutable mapping type for Python. Apache-2 - cleverdict (πŸ₯‰15 Β· ⭐ 100 Β· πŸ’€) - A JSON-friendly data structure which allows both object attributes.. MIT
@@ -709,64 +694,64 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pydantic (πŸ₯‡46 Β· ⭐ 27K) - Data validation using Python type hints. MIT -- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 720 Β· πŸ”€ 2.4K Β· πŸ“¦ 940K Β· πŸ“‹ 5.5K - 9% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 730 Β· πŸ”€ 2.4K Β· πŸ“¦ 950K Β· πŸ“‹ 5.5K - 9% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/samuelcolvin/pydantic ``` -- [PyPi](https://pypi.org/project/pydantic) (πŸ“₯ 500M / month Β· πŸ“¦ 53K Β· ⏱️ 18.12.2025): +- [PyPi](https://pypi.org/project/pydantic) (πŸ“₯ 580M / month Β· πŸ“¦ 53K Β· ⏱️ 18.12.2025): ``` pip install pydantic ``` -- [Conda](https://anaconda.org/conda-forge/pydantic) (πŸ“₯ 19M Β· ⏱️ 29.11.2025): +- [Conda](https://anaconda.org/conda-forge/pydantic) (πŸ“₯ 20M Β· ⏱️ 29.11.2025): ``` conda install -c conda-forge pydantic ```
jsonschema (πŸ₯‡42 Β· ⭐ 4.9K) - An implementation of the JSON Schema specification for Python. MIT -- [GitHub](https://github.com/python-jsonschema/jsonschema) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 610 Β· πŸ“₯ 890 Β· πŸ“¦ 820K Β· πŸ“‹ 880 - 4% open Β· ⏱️ 19.01.2026): +- [GitHub](https://github.com/python-jsonschema/jsonschema) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 610 Β· πŸ“₯ 930 Β· πŸ“¦ 820K Β· πŸ“‹ 880 - 4% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/Julian/jsonschema ``` -- [PyPi](https://pypi.org/project/jsonschema) (πŸ“₯ 260M / month Β· πŸ“¦ 9.6K Β· ⏱️ 07.01.2026): +- [PyPi](https://pypi.org/project/jsonschema) (πŸ“₯ 310M / month Β· πŸ“¦ 9.6K Β· ⏱️ 07.01.2026): ``` pip install jsonschema ``` -- [Conda](https://anaconda.org/conda-forge/jsonschema) (πŸ“₯ 43M Β· ⏱️ 08.01.2026): +- [Conda](https://anaconda.org/conda-forge/jsonschema) (πŸ“₯ 44M Β· ⏱️ 08.01.2026): ``` conda install -c conda-forge jsonschema ```
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cerberus (πŸ₯ˆ36 Β· ⭐ 3.3K) - Lightweight, extensible data validation library for Python. ISC +
cerberus (πŸ₯ˆ35 Β· ⭐ 3.3K) - Lightweight, extensible data validation library for Python. ISC - [GitHub](https://github.com/pyeve/cerberus) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 240 Β· πŸ“¦ 18K Β· πŸ“‹ 360 - 3% open Β· ⏱️ 01.01.2026): ``` git clone https://github.com/pyeve/cerberus ``` -- [PyPi](https://pypi.org/project/cerberus) (πŸ“₯ 4.4M / month Β· πŸ“¦ 770 Β· ⏱️ 06.11.2025): +- [PyPi](https://pypi.org/project/cerberus) (πŸ“₯ 5.5M / month Β· πŸ“¦ 770 Β· ⏱️ 06.11.2025): ``` pip install cerberus ``` -- [Conda](https://anaconda.org/conda-forge/cerberus) (πŸ“₯ 700K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/cerberus) (πŸ“₯ 710K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge cerberus ```
voluptuous (πŸ₯ˆ34 Β· ⭐ 1.8K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3 -- [GitHub](https://github.com/alecthomas/voluptuous) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 220 Β· πŸ“¦ 20K Β· πŸ“‹ 260 - 16% open Β· ⏱️ 18.12.2025): +- [GitHub](https://github.com/alecthomas/voluptuous) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 220 Β· πŸ“¦ 21K Β· πŸ“‹ 260 - 16% open Β· ⏱️ 18.12.2025): ``` git clone https://github.com/alecthomas/voluptuous ``` -- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 3.9M / month Β· πŸ“¦ 620 Β· ⏱️ 18.12.2025): +- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 4.9M / month Β· πŸ“¦ 620 Β· ⏱️ 18.12.2025): ``` pip install voluptuous ``` -- [Conda](https://anaconda.org/conda-forge/voluptuous) (πŸ“₯ 650K Β· ⏱️ 19.12.2025): +- [Conda](https://anaconda.org/conda-forge/voluptuous) (πŸ“₯ 670K Β· ⏱️ 19.12.2025): ``` conda install -c conda-forge voluptuous ``` @@ -778,7 +763,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/kvesteri/validators ``` -- [PyPi](https://pypi.org/project/validators) (πŸ“₯ 22M / month Β· πŸ“¦ 7.6K Β· ⏱️ 01.05.2025): +- [PyPi](https://pypi.org/project/validators) (πŸ“₯ 24M / month Β· πŸ“¦ 7.6K Β· ⏱️ 01.05.2025): ``` pip install validators ``` @@ -794,7 +779,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/keleshev/schema ``` -- [PyPi](https://pypi.org/project/schema) (πŸ“₯ 23M / month Β· πŸ“¦ 890 Β· ⏱️ 11.10.2025): +- [PyPi](https://pypi.org/project/schema) (πŸ“₯ 24M / month Β· πŸ“¦ 890 Β· ⏱️ 11.10.2025): ``` pip install schema ``` @@ -803,14 +788,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge schema ```
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param (πŸ₯‰32 Β· ⭐ 500) - Declarative parameters for robust Python classes and a rich API for.. BSD-3 +
param (πŸ₯‰32 Β· ⭐ 510) - Declarative parameters for robust Python classes and a rich API for.. BSD-3 -- [GitHub](https://github.com/holoviz/param) (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 80 Β· πŸ“¦ 18K Β· πŸ“‹ 520 - 33% open Β· ⏱️ 02.01.2026): +- [GitHub](https://github.com/holoviz/param) (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 80 Β· πŸ“¦ 18K Β· πŸ“‹ 520 - 33% open Β· ⏱️ 27.01.2026): ``` git clone https://github.com/holoviz/param ``` -- [PyPi](https://pypi.org/project/param) (πŸ“₯ 1M / month Β· πŸ“¦ 210 Β· ⏱️ 25.11.2025): +- [PyPi](https://pypi.org/project/param) (πŸ“₯ 1.3M / month Β· πŸ“¦ 210 Β· ⏱️ 25.11.2025): ``` pip install param ``` @@ -819,30 +804,30 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge param ```
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python-email-validator (πŸ₯‰31 Β· ⭐ 1.4K) - A robust email syntax and deliverability validation.. Unlicense +
python-email-validator (πŸ₯‰30 Β· ⭐ 1.4K) - A robust email syntax and deliverability validation.. Unlicense - [GitHub](https://github.com/JoshData/python-email-validator) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 130 Β· πŸ“‹ 110 - 12% open Β· ⏱️ 14.01.2026): ``` git clone https://github.com/JoshData/python-email-validator ``` -- [PyPi](https://pypi.org/project/email-validator) (πŸ“₯ 78M / month Β· πŸ“¦ 1.2K Β· ⏱️ 26.08.2025): +- [PyPi](https://pypi.org/project/email-validator) (πŸ“₯ 85M / month Β· πŸ“¦ 1.2K Β· ⏱️ 26.08.2025): ``` pip install email-validator ``` -- [Conda](https://anaconda.org/conda-forge/email-validator) (πŸ“₯ 1.9M Β· ⏱️ 26.08.2025): +- [Conda](https://anaconda.org/conda-forge/email-validator) (πŸ“₯ 2M Β· ⏱️ 26.08.2025): ``` conda install -c conda-forge email-validator ```
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dirty-equals (πŸ₯‰25 Β· ⭐ 950) - Doing dirty (but extremely useful) things with equals. MIT +
dirty-equals (πŸ₯‰24 Β· ⭐ 960) - Doing dirty (but extremely useful) things with equals. MIT -- [GitHub](https://github.com/samuelcolvin/dirty-equals) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 43 Β· πŸ“¦ 710 Β· πŸ“‹ 45 - 35% open Β· ⏱️ 17.11.2025): +- [GitHub](https://github.com/samuelcolvin/dirty-equals) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 44 Β· πŸ“¦ 740 Β· πŸ“‹ 45 - 35% open Β· ⏱️ 17.11.2025): ``` git clone https://github.com/samuelcolvin/dirty-equals ``` -- [PyPi](https://pypi.org/project/dirty-equals) (πŸ“₯ 1.5M / month Β· πŸ“¦ 100 Β· ⏱️ 17.11.2025): +- [PyPi](https://pypi.org/project/dirty-equals) (πŸ“₯ 2M / month Β· πŸ“¦ 100 Β· ⏱️ 17.11.2025): ``` pip install dirty-equals ``` @@ -875,7 +860,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pytransitions/transitions ``` -- [PyPi](https://pypi.org/project/transitions) (πŸ“₯ 1.5M / month Β· πŸ“¦ 220 Β· ⏱️ 02.07.2025): +- [PyPi](https://pypi.org/project/transitions) (πŸ“₯ 2.2M / month Β· πŸ“¦ 220 Β· ⏱️ 02.07.2025): ``` pip install transitions ``` @@ -884,14 +869,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge transitions ```
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algorithms (πŸ₯‰29 Β· ⭐ 25K) - Minimal examples of data structures and algorithms in Python. MIT +
algorithms (πŸ₯‰30 Β· ⭐ 25K) - Minimal examples of data structures and algorithms in Python. MIT -- [GitHub](https://github.com/keon/algorithms) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 4.7K Β· πŸ“¦ 140 Β· πŸ“‹ 330 - 66% open Β· ⏱️ 20.01.2026): +- [GitHub](https://github.com/keon/algorithms) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 4.7K Β· πŸ“¦ 140 Β· πŸ“‹ 330 - 66% open Β· ⏱️ 26.01.2026): ``` git clone https://github.com/keon/algorithms ``` -- [PyPi](https://pypi.org/project/algorithms) (πŸ“₯ 2.6K / month Β· πŸ“¦ 4 Β· ⏱️ 04.10.2020): +- [PyPi](https://pypi.org/project/algorithms) (πŸ“₯ 3.2K / month Β· πŸ“¦ 4 Β· ⏱️ 04.10.2020): ``` pip install algorithms ``` @@ -910,14 +895,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
arrow (πŸ₯‡40 Β· ⭐ 9K Β· πŸ“‰) - Better dates & times for Python. Apache-2 +
arrow (πŸ₯‡40 Β· ⭐ 9K) - Better dates & times for Python. Apache-2 - [GitHub](https://github.com/arrow-py/arrow) (πŸ‘¨β€πŸ’» 290 Β· πŸ”€ 700 Β· πŸ“¦ 180K Β· πŸ“‹ 520 - 21% open Β· ⏱️ 16.12.2025): ``` git clone https://github.com/arrow-py/arrow ``` -- [PyPi](https://pypi.org/project/arrow) (πŸ“₯ 50M / month Β· πŸ“¦ 2.3K Β· ⏱️ 18.10.2025): +- [PyPi](https://pypi.org/project/arrow) (πŸ“₯ 60M / month Β· πŸ“¦ 2.3K Β· ⏱️ 18.10.2025): ``` pip install arrow ``` @@ -926,52 +911,52 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge arrow ```
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holidays (πŸ₯ˆ37 Β· ⭐ 1.8K) - Open World Holidays Framework. MIT +
holidays (πŸ₯ˆ38 Β· ⭐ 1.8K) - Open World Holidays Framework. MIT -- [GitHub](https://github.com/vacanza/holidays) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 600 Β· πŸ“₯ 280 Β· πŸ“¦ 26K Β· πŸ“‹ 760 - 9% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/vacanza/holidays) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 600 Β· πŸ“₯ 280 Β· πŸ“¦ 27K Β· πŸ“‹ 760 - 9% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/vacanza/holidays ``` -- [PyPi](https://pypi.org/project/holidays) (πŸ“₯ 20M / month Β· πŸ“¦ 500 Β· ⏱️ 19.01.2026): +- [PyPi](https://pypi.org/project/holidays) (πŸ“₯ 24M / month Β· πŸ“¦ 500 Β· ⏱️ 02.02.2026): ``` pip install holidays ``` -- [Conda](https://anaconda.org/conda-forge/holidays) (πŸ“₯ 4.4M Β· ⏱️ 21.01.2026): +- [Conda](https://anaconda.org/conda-forge/holidays) (πŸ“₯ 4.4M Β· ⏱️ 03.02.2026): ``` conda install -c conda-forge holidays ```
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pendulum (πŸ₯ˆ35 Β· ⭐ 6.6K) - Python datetimes made easy. MIT +
dateparser (πŸ₯ˆ37 Β· ⭐ 2.8K Β· πŸ“ˆ) - python parser for human readable dates. BSD-3 -- [GitHub](https://github.com/python-pendulum/pendulum) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 410 Β· πŸ“₯ 3.6K Β· πŸ“¦ 39K Β· πŸ“‹ 570 - 35% open Β· ⏱️ 15.01.2026): +- [GitHub](https://github.com/scrapinghub/dateparser) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 490 Β· πŸ“¦ 37K Β· πŸ“‹ 760 - 46% open Β· ⏱️ 04.02.2026): ``` - git clone https://github.com/sdispater/pendulum + git clone https://github.com/scrapinghub/dateparser ``` -- [PyPi](https://pypi.org/project/pendulum) (πŸ“₯ 57M / month Β· πŸ“¦ 1.4K Β· ⏱️ 19.04.2025): +- [PyPi](https://pypi.org/project/dateparser) (πŸ“₯ 33M / month Β· πŸ“¦ 1.5K Β· ⏱️ 04.02.2026): ``` - pip install pendulum + pip install dateparser ``` -- [Conda](https://anaconda.org/conda-forge/pendulum) (πŸ“₯ 1.8M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/dateparser) (πŸ“₯ 790K Β· ⏱️ 04.02.2026): ``` - conda install -c conda-forge pendulum + conda install -c conda-forge dateparser ```
-
dateparser (πŸ₯ˆ35 Β· ⭐ 2.8K) - python parser for human readable dates. BSD-3 +
pendulum (πŸ₯ˆ36 Β· ⭐ 6.6K) - Python datetimes made easy. MIT -- [GitHub](https://github.com/scrapinghub/dateparser) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 480 Β· πŸ“¦ 37K Β· πŸ“‹ 750 - 46% open Β· ⏱️ 08.01.2026): +- [GitHub](https://github.com/python-pendulum/pendulum) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 420 Β· πŸ“₯ 3.8K Β· πŸ“¦ 39K Β· πŸ“‹ 570 - 35% open Β· ⏱️ 30.01.2026): ``` - git clone https://github.com/scrapinghub/dateparser + git clone https://github.com/sdispater/pendulum ``` -- [PyPi](https://pypi.org/project/dateparser) (πŸ“₯ 24M / month Β· πŸ“¦ 1.3K Β· ⏱️ 26.06.2025): +- [PyPi](https://pypi.org/project/pendulum) (πŸ“₯ 60M / month Β· πŸ“¦ 1.6K Β· ⏱️ 30.01.2026): ``` - pip install dateparser + pip install pendulum ``` -- [Conda](https://anaconda.org/conda-forge/dateparser) (πŸ“₯ 740K Β· ⏱️ 26.06.2025): +- [Conda](https://anaconda.org/conda-forge/pendulum) (πŸ“₯ 1.8M Β· ⏱️ 31.01.2026): ``` - conda install -c conda-forge dateparser + conda install -c conda-forge pendulum ```
python-dateutil (πŸ₯‰34 Β· ⭐ 2.6K) - Useful extensions to the standard Python datetime features. Apache-2 @@ -981,43 +966,43 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/dateutil/dateutil ``` -- [PyPi](https://pypi.org/project/python-dateutil) (πŸ“₯ 720M / month Β· πŸ“¦ 12K Β· ⏱️ 01.03.2024): +- [PyPi](https://pypi.org/project/python-dateutil) (πŸ“₯ 790M / month Β· πŸ“¦ 12K Β· ⏱️ 01.03.2024): ``` pip install python-dateutil ``` -- [Conda](https://anaconda.org/conda-forge/python-dateutil) (πŸ“₯ 88M Β· ⏱️ 28.06.2025): +- [Conda](https://anaconda.org/conda-forge/python-dateutil) (πŸ“₯ 89M Β· ⏱️ 28.06.2025): ``` conda install -c conda-forge python-dateutil ```
pytz (πŸ₯‰33 Β· ⭐ 380 Β· πŸ’€) - pytz Python historical timezone library and database. MIT -- [GitHub](https://github.com/stub42/pytz) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 98 Β· πŸ“₯ 680 Β· πŸ“¦ 2.5M Β· πŸ“‹ 100 - 40% open Β· ⏱️ 25.03.2025): +- [GitHub](https://github.com/stub42/pytz) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 98 Β· πŸ“₯ 700 Β· πŸ“¦ 2.5M Β· πŸ“‹ 100 - 40% open Β· ⏱️ 25.03.2025): ``` git clone https://github.com/stub42/pytz ``` -- [PyPi](https://pypi.org/project/pytz) (πŸ“₯ 360M / month Β· πŸ“¦ 13K Β· ⏱️ 25.03.2025): +- [PyPi](https://pypi.org/project/pytz) (πŸ“₯ 400M / month Β· πŸ“¦ 13K Β· ⏱️ 25.03.2025): ``` pip install pytz ``` -- [Conda](https://anaconda.org/conda-forge/pytz) (πŸ“₯ 82M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/pytz) (πŸ“₯ 83M Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge pytz ```
-
tzlocal (πŸ₯‰31 Β· ⭐ 220) - A Python module that tries to figure out what your local timezone is. MIT +
tzlocal (πŸ₯‰31 Β· ⭐ 220 Β· πŸ’€) - A Python module that tries to figure out what your local timezone is. MIT - [GitHub](https://github.com/regebro/tzlocal) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 64 Β· πŸ“¦ 220K Β· πŸ“‹ 90 - 1% open Β· ⏱️ 08.07.2025): ``` git clone https://github.com/regebro/tzlocal ``` -- [PyPi](https://pypi.org/project/tzlocal) (πŸ“₯ 100M / month Β· πŸ“¦ 1.9K Β· ⏱️ 05.03.2025): +- [PyPi](https://pypi.org/project/tzlocal) (πŸ“₯ 120M / month Β· πŸ“¦ 1.9K Β· ⏱️ 05.03.2025): ``` pip install tzlocal ``` -- [Conda](https://anaconda.org/conda-forge/tzlocal) (πŸ“₯ 4.4M Β· ⏱️ 26.08.2025): +- [Conda](https://anaconda.org/conda-forge/tzlocal) (πŸ“₯ 4.6M Β· ⏱️ 26.08.2025): ``` conda install -c conda-forge tzlocal ``` @@ -1035,12 +1020,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
filesystem_spec (πŸ₯‡40 Β· ⭐ 1.3K) - A specification that python filesystems should adhere to. BSD-3 -- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 430 Β· πŸ“¦ 280K Β· πŸ“‹ 840 - 40% open Β· ⏱️ 20.01.2026): +- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 430 Β· πŸ“¦ 290K Β· πŸ“‹ 840 - 40% open Β· ⏱️ 02.02.2026): ``` git clone https://github.com/fsspec/filesystem_spec ``` -- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 520M / month Β· πŸ“¦ 3.2K Β· ⏱️ 09.01.2026): +- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 550M / month Β· πŸ“¦ 3.2K Β· ⏱️ 09.01.2026): ``` pip install fsspec ``` @@ -1051,16 +1036,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
watchdog (πŸ₯ˆ39 Β· ⭐ 7.2K) - Python library and shell utilities to monitor filesystem events. Apache-2 -- [GitHub](https://github.com/gorakhargosh/watchdog) (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 720 Β· πŸ“¦ 250K Β· πŸ“‹ 700 - 30% open Β· ⏱️ 08.01.2026): +- [GitHub](https://github.com/gorakhargosh/watchdog) (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 720 Β· πŸ“¦ 260K Β· πŸ“‹ 700 - 30% open Β· ⏱️ 08.01.2026): ``` git clone https://github.com/gorakhargosh/watchdog ``` -- [PyPi](https://pypi.org/project/watchdog) (πŸ“₯ 59M / month Β· πŸ“¦ 2.7K Β· ⏱️ 01.11.2024): +- [PyPi](https://pypi.org/project/watchdog) (πŸ“₯ 74M / month Β· πŸ“¦ 2.7K Β· ⏱️ 01.11.2024): ``` pip install watchdog ``` -- [Conda](https://anaconda.org/conda-forge/watchdog) (πŸ“₯ 5M Β· ⏱️ 05.12.2025): +- [Conda](https://anaconda.org/conda-forge/watchdog) (πŸ“₯ 5.1M Β· ⏱️ 05.12.2025): ``` conda install -c conda-forge watchdog ``` @@ -1072,7 +1057,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/Tinche/aiofiles ``` -- [PyPi](https://pypi.org/project/aiofiles) (πŸ“₯ 79M / month Β· πŸ“¦ 5.3K Β· ⏱️ 09.10.2025): +- [PyPi](https://pypi.org/project/aiofiles) (πŸ“₯ 90M / month Β· πŸ“¦ 5.3K Β· ⏱️ 09.10.2025): ``` pip install aiofiles ``` @@ -1083,12 +1068,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
filelock (πŸ₯ˆ36 Β· ⭐ 930) - A platform-independent file lock for Python. Unlicense -- [GitHub](https://github.com/tox-dev/filelock) (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 120 Β· πŸ“¦ 700K Β· πŸ“‹ 140 - 17% open Β· ⏱️ 20.01.2026): +- [GitHub](https://github.com/tox-dev/filelock) (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 120 Β· πŸ“¦ 700K Β· πŸ“‹ 140 - 17% open Β· ⏱️ 26.01.2026): ``` git clone https://github.com/tox-dev/py-filelock ``` -- [PyPi](https://pypi.org/project/filelock) (πŸ“₯ 350M / month Β· πŸ“¦ 4K Β· ⏱️ 09.01.2026): +- [PyPi](https://pypi.org/project/filelock) (πŸ“₯ 400M / month Β· πŸ“¦ 4K Β· ⏱️ 09.01.2026): ``` pip install filelock ``` @@ -1104,7 +1089,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pyfilesystem/pyfilesystem2 ``` -- [PyPi](https://pypi.org/project/fs) (πŸ“₯ 6.6M / month Β· πŸ“¦ 410 Β· ⏱️ 20.07.2023): +- [PyPi](https://pypi.org/project/fs) (πŸ“₯ 7.7M / month Β· πŸ“¦ 410 Β· ⏱️ 20.07.2023): ``` pip install fs ``` @@ -1120,7 +1105,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/benhoyt/scandir ``` -- [PyPi](https://pypi.org/project/scandir) (πŸ“₯ 1.9M / month Β· πŸ“¦ 220 Β· ⏱️ 09.03.2019): +- [PyPi](https://pypi.org/project/scandir) (πŸ“₯ 2.1M / month Β· πŸ“¦ 220 Β· ⏱️ 09.03.2019): ``` pip install scandir ``` @@ -1132,8 +1117,8 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 4 hidden projects... - appdirs (πŸ₯‰32 Β· ⭐ 1.1K Β· πŸ’€) - A small Python module for determining appropriate platform-specific.. MIT -- zipp (πŸ₯‰30 Β· ⭐ 67) - Backport of pathlib-compatible object wrapper for zip files. ❗Unlicensed -- path (πŸ₯‰29 Β· ⭐ 1.1K) - Object-oriented file system path manipulation. ❗Unlicensed +- path (πŸ₯‰29 Β· ⭐ 1.1K Β· πŸ’€) - Object-oriented file system path manipulation. ❗Unlicensed +- zipp (πŸ₯‰29 Β· ⭐ 67) - Backport of pathlib-compatible object wrapper for zip files. ❗Unlicensed - Unipath (πŸ₯‰23 Β· ⭐ 510 Β· πŸ’€) - An object-oriented approach to Python file/directory operations. MIT

@@ -1142,30 +1127,30 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
six (πŸ₯‡37 Β· ⭐ 1K) - Python 2 and 3 compatibility library. MIT +
six (πŸ₯ˆ36 Β· ⭐ 1K) - Python 2 and 3 compatibility library. MIT - [GitHub](https://github.com/benjaminp/six) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 270 Β· πŸ“¦ 2.7M Β· πŸ“‹ 300 - 36% open Β· ⏱️ 15.11.2025): ``` git clone https://github.com/benjaminp/six ``` -- [PyPi](https://pypi.org/project/six) (πŸ“₯ 680M / month Β· πŸ“¦ 25K Β· ⏱️ 04.12.2024): +- [PyPi](https://pypi.org/project/six) (πŸ“₯ 750M / month Β· πŸ“¦ 25K Β· ⏱️ 04.12.2024): ``` pip install six ``` -- [Conda](https://anaconda.org/conda-forge/six) (πŸ“₯ 86M Β· ⏱️ 22.07.2025): +- [Conda](https://anaconda.org/conda-forge/six) (πŸ“₯ 87M Β· ⏱️ 22.07.2025): ``` conda install -c conda-forge six ```
typing (πŸ₯ˆ33 Β· ⭐ 1.7K) - Python static typing home. Hosts the documentation and a user help.. Python-2.0 -- [GitHub](https://github.com/python/typing) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 280 Β· πŸ“‹ 880 - 21% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/python/typing) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 280 Β· πŸ“‹ 880 - 21% open Β· ⏱️ 31.01.2026): ``` git clone https://github.com/python/typing ``` -- [PyPi](https://pypi.org/project/typing) (πŸ“₯ 5.6M / month Β· πŸ“¦ 3.3K Β· ⏱️ 01.05.2021): +- [PyPi](https://pypi.org/project/typing) (πŸ“₯ 5.8M / month Β· πŸ“¦ 3.3K Β· ⏱️ 01.05.2021): ``` pip install typing ``` @@ -1190,28 +1175,28 @@ _General-purpose data containers as well as utilities & extensions for pandas._
bcrypt (πŸ₯ˆ39 Β· ⭐ 1.4K) - Modern(-ish) password hashing for your software and your servers. Apache-2 -- [GitHub](https://github.com/pyca/bcrypt) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 200 Β· πŸ“¦ 350K Β· πŸ“‹ 160 - 3% open Β· ⏱️ 09.01.2026): +- [GitHub](https://github.com/pyca/bcrypt) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 200 Β· πŸ“¦ 350K Β· πŸ“‹ 160 - 3% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/pyca/bcrypt ``` -- [PyPi](https://pypi.org/project/bcrypt) (πŸ“₯ 130M / month Β· πŸ“¦ 2K Β· ⏱️ 25.09.2025): +- [PyPi](https://pypi.org/project/bcrypt) (πŸ“₯ 150M / month Β· πŸ“¦ 2K Β· ⏱️ 25.09.2025): ``` pip install bcrypt ``` -- [Conda](https://anaconda.org/conda-forge/bcrypt) (πŸ“₯ 9.1M Β· ⏱️ 07.11.2025): +- [Conda](https://anaconda.org/conda-forge/bcrypt) (πŸ“₯ 9.2M Β· ⏱️ 07.11.2025): ``` conda install -c conda-forge bcrypt ```
-
pycryptodomex (πŸ₯‰36 Β· ⭐ 3.2K) - A self-contained cryptographic library for Python. BSD-3 +
pycryptodomex (πŸ₯‰35 Β· ⭐ 3.2K) - A self-contained cryptographic library for Python. BSD-3 - [GitHub](https://github.com/Legrandin/pycryptodome) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 540 Β· πŸ“₯ 2.4K Β· πŸ“¦ 140K Β· πŸ“‹ 640 - 12% open Β· ⏱️ 16.11.2025): ``` git clone https://github.com/Legrandin/pycryptodome ``` -- [PyPi](https://pypi.org/project/pycryptodomex) (πŸ“₯ 40M / month Β· πŸ“¦ 1.6K Β· ⏱️ 17.05.2025): +- [PyPi](https://pypi.org/project/pycryptodomex) (πŸ“₯ 46M / month Β· πŸ“¦ 1.6K Β· ⏱️ 17.05.2025): ``` pip install pycryptodomex ``` @@ -1227,7 +1212,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/sybrenstuvel/python-rsa ``` -- [PyPi](https://pypi.org/project/rsa) (πŸ“₯ 370M / month Β· πŸ“¦ 1.9K Β· ⏱️ 16.04.2025): +- [PyPi](https://pypi.org/project/rsa) (πŸ“₯ 390M / month Β· πŸ“¦ 1.9K Β· ⏱️ 16.04.2025): ``` pip install rsa ``` @@ -1238,9 +1223,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 4 hidden projects... -- cryptography (πŸ₯‡45 Β· ⭐ 7.4K) - cryptography is a package designed to expose.. ❗Unlicensed -- keyring (πŸ₯ˆ37 Β· ⭐ 1.4K) - Store and access your passwords safely. ❗Unlicensed -- tink (πŸ₯‰36 Β· ⭐ 14K Β· πŸ’€) - Tink is a multi-language, cross-platform, open source library that.. Apache-2 +- cryptography (πŸ₯‡45 Β· ⭐ 7.5K) - cryptography is a package designed to expose.. ❗Unlicensed +- tink (πŸ₯ˆ37 Β· ⭐ 14K Β· πŸ’€) - Tink is a multi-language, cross-platform, open source library that.. Apache-2 +- keyring (πŸ₯‰36 Β· ⭐ 1.4K) - Store and access your passwords safely. ❗Unlicensed - asn1crypto (πŸ₯‰32 Β· ⭐ 360 Β· πŸ’€) - Python ASN.1 library with a focus on performance and a pythonic API. MIT

@@ -1251,92 +1236,92 @@ _General-purpose data containers as well as utilities & extensions for pandas._
ansible (πŸ₯‡48 Β· ⭐ 68K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0 -- [GitHub](https://github.com/ansible/ansible) (πŸ‘¨β€πŸ’» 6.9K Β· πŸ”€ 24K Β· πŸ“¦ 42K Β· πŸ“‹ 34K - 2% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/ansible/ansible) (πŸ‘¨β€πŸ’» 6.9K Β· πŸ”€ 24K Β· πŸ“¦ 42K Β· πŸ“‹ 34K - 2% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/ansible/ansible ``` -- [PyPi](https://pypi.org/project/ansible) (πŸ“₯ 8.6M / month Β· πŸ“¦ 560 Β· ⏱️ 30.12.2025): +- [PyPi](https://pypi.org/project/ansible) (πŸ“₯ 10M / month Β· πŸ“¦ 570 Β· ⏱️ 29.01.2026): ``` pip install ansible ``` -- [Conda](https://anaconda.org/conda-forge/ansible) (πŸ“₯ 1.7M Β· ⏱️ 10.09.2025): +- [Conda](https://anaconda.org/conda-forge/ansible) (πŸ“₯ 1.8M Β· ⏱️ 10.09.2025): ``` conda install -c conda-forge ansible ```
botocore (πŸ₯‡46 Β· ⭐ 1.6K) - The low-level, core functionality of boto3 and the AWS CLI. Apache-2 -- [GitHub](https://github.com/boto/botocore) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 1.1K Β· πŸ“¦ 430K Β· πŸ“‹ 1.2K - 11% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/boto/botocore) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 1.1K Β· πŸ“¦ 430K Β· πŸ“‹ 1.2K - 12% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/boto/botocore ``` -- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 980M / month Β· πŸ“¦ 4.2K Β· ⏱️ 21.01.2026): +- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 1.1B / month Β· πŸ“¦ 4.3K Β· ⏱️ 04.02.2026): ``` pip install botocore ``` -- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 40M Β· ⏱️ 22.01.2026): +- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 41M Β· ⏱️ 04.02.2026): ``` conda install -c conda-forge botocore ```
pulumi (πŸ₯ˆ44 Β· ⭐ 25K) - Pulumi - Infrastructure as Code in any programming language. Apache-2 -- [GitHub](https://github.com/pulumi/pulumi) (πŸ‘¨β€πŸ’» 690 Β· πŸ”€ 1.3K Β· πŸ“₯ 3.3M Β· πŸ“¦ 11K Β· πŸ“‹ 8.9K - 27% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/pulumi/pulumi) (πŸ‘¨β€πŸ’» 940 Β· πŸ”€ 1.3K Β· πŸ“₯ 3.3M Β· πŸ“¦ 11K Β· πŸ“‹ 9K - 27% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/pulumi/pulumi ``` -- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 4.6M / month Β· πŸ“¦ 470 Β· ⏱️ 22.01.2026): +- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 5.7M / month Β· πŸ“¦ 480 Β· ⏱️ 05.02.2026): ``` pip install pulumi ``` -- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (πŸ“₯ 3.4M / month Β· πŸ“¦ 930 Β· ⏱️ 22.01.2026): +- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (πŸ“₯ 4.8M / month Β· πŸ“¦ 930 Β· ⏱️ 05.02.2026): ``` npm install @pulumi/pulumi ```
awscli (πŸ₯ˆ44 Β· ⭐ 17K) - Universal Command Line Interface for Amazon Web Services. Apache-2 -- [GitHub](https://github.com/aws/aws-cli) (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 4.5K Β· πŸ“₯ 11K Β· πŸ“¦ 5 Β· πŸ“‹ 5K - 12% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/aws/aws-cli) (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 4.5K Β· πŸ“₯ 11K Β· πŸ“¦ 5 Β· πŸ“‹ 5K - 12% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/aws/aws-cli ``` -- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 330M / month Β· πŸ“¦ 740 Β· ⏱️ 21.01.2026): +- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 400M / month Β· πŸ“¦ 750 Β· ⏱️ 04.02.2026): ``` pip install awscli ``` -- [Conda](https://anaconda.org/conda-forge/awscli) (πŸ“₯ 51M Β· ⏱️ 22.01.2026): +- [Conda](https://anaconda.org/conda-forge/awscli) (πŸ“₯ 51M Β· ⏱️ 05.02.2026): ``` conda install -c conda-forge awscli ```
docker-compose (πŸ₯ˆ41 Β· ⭐ 37K) - Define and run multi-container applications with Docker. Apache-2 -- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 610 Β· πŸ”€ 5.7K Β· πŸ“₯ 11M Β· πŸ“¦ 1.3K Β· πŸ“‹ 8.2K - 0% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 610 Β· πŸ”€ 5.7K Β· πŸ“₯ 12M Β· πŸ“¦ 1.4K Β· πŸ“‹ 8.3K - 0% open Β· ⏱️ 03.02.2026): ``` git clone https://github.com/docker/compose ``` -- [PyPi](https://pypi.org/project/docker-compose) (πŸ“₯ 860K / month Β· πŸ“¦ 250 Β· ⏱️ 10.05.2021): +- [PyPi](https://pypi.org/project/docker-compose) (πŸ“₯ 1.2M / month Β· πŸ“¦ 250 Β· ⏱️ 10.05.2021): ``` pip install docker-compose ``` -- [Conda](https://anaconda.org/conda-forge/docker-compose) (πŸ“₯ 770K Β· ⏱️ 18.12.2025): +- [Conda](https://anaconda.org/conda-forge/docker-compose) (πŸ“₯ 780K Β· ⏱️ 23.01.2026): ``` conda install -c conda-forge docker-compose ```
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docker (πŸ₯ˆ41 Β· ⭐ 7.2K) - A Python library for the Docker Engine API. Apache-2 +
docker (πŸ₯ˆ40 Β· ⭐ 7.2K) - A Python library for the Docker Engine API. Apache-2 - [GitHub](https://github.com/docker/docker-py) (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 1.7K Β· πŸ“₯ 1.8K Β· πŸ“¦ 120K Β· πŸ“‹ 1.8K - 29% open Β· ⏱️ 24.11.2025): ``` git clone https://github.com/docker/docker-py ``` -- [PyPi](https://pypi.org/project/docker) (πŸ“₯ 83M / month Β· πŸ“¦ 3.7K Β· ⏱️ 23.05.2024): +- [PyPi](https://pypi.org/project/docker) (πŸ“₯ 100M / month Β· πŸ“¦ 3.7K Β· ⏱️ 23.05.2024): ``` pip install docker ``` @@ -1345,80 +1330,92 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge docker-py ```
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paramiko (πŸ₯ˆ40 Β· ⭐ 9.7K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 +
paramiko (πŸ₯ˆ39 Β· ⭐ 9.7K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 - [GitHub](https://github.com/paramiko/paramiko) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 2K Β· πŸ“¦ 120K Β· πŸ“‹ 2K - 57% open Β· ⏱️ 20.10.2025): ``` git clone https://github.com/paramiko/paramiko ``` -- [PyPi](https://pypi.org/project/paramiko) (πŸ“₯ 120M / month Β· πŸ“¦ 3.8K Β· ⏱️ 04.08.2025): +- [PyPi](https://pypi.org/project/paramiko) (πŸ“₯ 130M / month Β· πŸ“¦ 3.8K Β· ⏱️ 04.08.2025): ``` pip install paramiko ``` -- [Conda](https://anaconda.org/conda-forge/paramiko) (πŸ“₯ 7.3M Β· ⏱️ 13.08.2025): +- [Conda](https://anaconda.org/conda-forge/paramiko) (πŸ“₯ 7.4M Β· ⏱️ 13.08.2025): ``` conda install -c conda-forge paramiko ```
kubernetes (πŸ₯ˆ39 Β· ⭐ 7.5K) - Official Python client library for kubernetes. Apache-2 -- [GitHub](https://github.com/kubernetes-client/python) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 3.5K Β· πŸ“‹ 1.5K - 6% open Β· ⏱️ 15.01.2026): +- [GitHub](https://github.com/kubernetes-client/python) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 3.5K Β· πŸ“‹ 1.5K - 6% open Β· ⏱️ 28.01.2026): ``` git clone https://github.com/kubernetes-client/python ``` -- [PyPi](https://pypi.org/project/kubernetes) (πŸ“₯ 110M / month Β· πŸ“¦ 2K Β· ⏱️ 16.01.2026): +- [PyPi](https://pypi.org/project/kubernetes) (πŸ“₯ 120M / month Β· πŸ“¦ 2K Β· ⏱️ 16.01.2026): ``` pip install kubernetes ``` -- [Conda](https://anaconda.org/conda-forge/kubernetes) (πŸ“₯ 720K Β· ⏱️ 11.12.2025): +- [Conda](https://anaconda.org/conda-forge/kubernetes) (πŸ“₯ 730K Β· ⏱️ 11.12.2025): ``` conda install -c conda-forge kubernetes ```
netmiko (πŸ₯‰37 Β· ⭐ 4.1K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT -- [GitHub](https://github.com/ktbyers/netmiko) (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 1.3K Β· πŸ“¦ 5.5K Β· πŸ“‹ 2.2K - 4% open Β· ⏱️ 07.01.2026): +- [GitHub](https://github.com/ktbyers/netmiko) (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 1.3K Β· πŸ“¦ 5.5K Β· πŸ“‹ 2.2K - 4% open Β· ⏱️ 23.01.2026): ``` git clone https://github.com/ktbyers/netmiko ``` -- [PyPi](https://pypi.org/project/netmiko) (πŸ“₯ 600K / month Β· πŸ“¦ 220 Β· ⏱️ 26.06.2025): +- [PyPi](https://pypi.org/project/netmiko) (πŸ“₯ 700K / month Β· πŸ“¦ 220 Β· ⏱️ 26.06.2025): ``` pip install netmiko ```
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fabric (πŸ₯‰35 Β· ⭐ 15K) - Simple, Pythonic remote execution and deployment. BSD-2 +
plumbum (πŸ₯‰36 Β· ⭐ 3K) - Plumbum: Shell Combinators. MIT + +- [GitHub](https://github.com/tomerfiliba/plumbum) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 200 Β· πŸ“¦ 9.2K Β· πŸ“‹ 380 - 38% open Β· ⏱️ 27.01.2026): + + ``` + git clone https://github.com/tomerfiliba/plumbum + ``` +- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 3.5M / month Β· πŸ“¦ 360 Β· ⏱️ 31.10.2025): + ``` + pip install plumbum + ``` +- [Conda](https://anaconda.org/conda-forge/plumbum) (πŸ“₯ 1.3M Β· ⏱️ 31.10.2025): + ``` + conda install -c conda-forge plumbum + ``` +
+
fabric (πŸ₯‰35 Β· ⭐ 15K Β· πŸ’€) - Simple, Pythonic remote execution and deployment. BSD-2 - [GitHub](https://github.com/fabric/fabric) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 2K Β· πŸ“¦ 21 Β· πŸ“‹ 1.8K - 26% open Β· ⏱️ 20.07.2025): ``` git clone https://github.com/fabric/fabric ``` -- [PyPi](https://pypi.org/project/fabric) (πŸ“₯ 9.1M / month Β· πŸ“¦ 400 Β· ⏱️ 31.08.2023): +- [PyPi](https://pypi.org/project/fabric) (πŸ“₯ 10M / month Β· πŸ“¦ 400 Β· ⏱️ 31.08.2023): ``` pip install fabric ``` -- [Conda](https://anaconda.org/conda-forge/fabric) (πŸ“₯ 260K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/fabric) (πŸ“₯ 280K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge fabric ```
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plumbum (πŸ₯‰35 Β· ⭐ 3K) - Plumbum: Shell Combinators. MIT +
pyinfra (πŸ₯‰33 Β· ⭐ 4.7K) - pyinfra turns Python code into shell commands and runs them on your.. MIT -- [GitHub](https://github.com/tomerfiliba/plumbum) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 200 Β· πŸ“¦ 9.1K Β· πŸ“‹ 380 - 38% open Β· ⏱️ 12.01.2026): +- [GitHub](https://github.com/pyinfra-dev/pyinfra) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 460 Β· πŸ“¦ 200 Β· πŸ“‹ 890 - 19% open Β· ⏱️ 02.02.2026): ``` - git clone https://github.com/tomerfiliba/plumbum - ``` -- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 2.9M / month Β· πŸ“¦ 360 Β· ⏱️ 31.10.2025): - ``` - pip install plumbum + git clone https://github.com/Fizzadar/pyinfra ``` -- [Conda](https://anaconda.org/conda-forge/plumbum) (πŸ“₯ 1.3M Β· ⏱️ 31.10.2025): +- [PyPi](https://pypi.org/project/pyinfra) (πŸ“₯ 98K / month Β· πŸ“¦ 29 Β· ⏱️ 02.02.2026): ``` - conda install -c conda-forge plumbum + pip install pyinfra ```
sshtunnel (πŸ₯‰32 Β· ⭐ 1.3K) - SSH tunnels to remote server. MIT @@ -1428,27 +1425,15 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pahaz/sshtunnel ``` -- [PyPi](https://pypi.org/project/sshtunnel) (πŸ“₯ 31M / month Β· πŸ“¦ 350 Β· ⏱️ 11.01.2021): +- [PyPi](https://pypi.org/project/sshtunnel) (πŸ“₯ 30M / month Β· πŸ“¦ 350 Β· ⏱️ 11.01.2021): ``` pip install sshtunnel ``` -- [Conda](https://anaconda.org/conda-forge/sshtunnel) (πŸ“₯ 330K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/sshtunnel) (πŸ“₯ 340K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge sshtunnel ```
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pyinfra (πŸ₯‰31 Β· ⭐ 4.7K) - pyinfra turns Python code into shell commands and runs them on your.. MIT - -- [GitHub](https://github.com/pyinfra-dev/pyinfra) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 460 Β· πŸ“¦ 200 Β· πŸ“‹ 880 - 20% open Β· ⏱️ 05.01.2026): - - ``` - git clone https://github.com/Fizzadar/pyinfra - ``` -- [PyPi](https://pypi.org/project/pyinfra) (πŸ“₯ 50K / month Β· πŸ“¦ 29 Β· ⏱️ 05.01.2026): - ``` - pip install pyinfra - ``` -
Show 7 hidden projects... - schedule (πŸ₯‰35 Β· ⭐ 12K Β· πŸ’€) - Python job scheduling for humans. MIT @@ -1465,30 +1450,30 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
supervisor (πŸ₯‡39 Β· ⭐ 9K) - Supervisor process control system for Unix.. ❗️Repoze Public License +
supervisor (πŸ₯‡37 Β· ⭐ 9K Β· πŸ“‰) - Supervisor process control system for Unix.. ❗️Repoze Public License - [GitHub](https://github.com/Supervisor/supervisor) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 1.3K Β· πŸ“¦ 13K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 21.12.2025): ``` git clone https://github.com/Supervisor/supervisor ``` -- [PyPi](https://pypi.org/project/supervisor) (πŸ“₯ 4.8M / month Β· πŸ“¦ 160 Β· ⏱️ 23.08.2025): +- [PyPi](https://pypi.org/project/supervisor) (πŸ“₯ 6.1M / month Β· πŸ“¦ 160 Β· ⏱️ 23.08.2025): ``` pip install supervisor ``` -- [Conda](https://anaconda.org/conda-forge/supervisor) (πŸ“₯ 590K Β· ⏱️ 14.01.2026): +- [Conda](https://anaconda.org/conda-forge/supervisor) (πŸ“₯ 600K Β· ⏱️ 14.01.2026): ``` conda install -c conda-forge supervisor ```
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pexpect (πŸ₯ˆ37 Β· ⭐ 2.8K Β· πŸ’€) - A Python module for controlling interactive programs in a pseudo-.. ISC +
pexpect (πŸ₯‡37 Β· ⭐ 2.8K Β· πŸ’€) - A Python module for controlling interactive programs in a pseudo-.. ISC - [GitHub](https://github.com/pexpect/pexpect) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 490 Β· πŸ“₯ 4.4K Β· πŸ“¦ 510K Β· πŸ“‹ 510 - 32% open Β· ⏱️ 11.04.2025): ``` git clone https://github.com/pexpect/pexpect ``` -- [PyPi](https://pypi.org/project/pexpect) (πŸ“₯ 140M / month Β· πŸ“¦ 1.8K Β· ⏱️ 25.11.2023): +- [PyPi](https://pypi.org/project/pexpect) (πŸ“₯ 150M / month Β· πŸ“¦ 1.8K Β· ⏱️ 25.11.2023): ``` pip install pexpect ``` @@ -1497,30 +1482,30 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pexpect ```
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sh (πŸ₯‰35 Β· ⭐ 7.2K) - Python process launching. MIT +
sh (πŸ₯‰34 Β· ⭐ 7.2K) - Python process launching. MIT - [GitHub](https://github.com/amoffat/sh) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 500 Β· πŸ“₯ 100 Β· πŸ“¦ 18K Β· πŸ“‹ 500 - 2% open Β· ⏱️ 01.11.2025): ``` git clone https://github.com/amoffat/sh ``` -- [PyPi](https://pypi.org/project/sh) (πŸ“₯ 12M / month Β· πŸ“¦ 760 Β· ⏱️ 24.02.2025): +- [PyPi](https://pypi.org/project/sh) (πŸ“₯ 15M / month Β· πŸ“¦ 760 Β· ⏱️ 24.02.2025): ``` pip install sh ``` -- [Conda](https://anaconda.org/conda-forge/sh) (πŸ“₯ 370K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/sh) (πŸ“₯ 380K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge sh ```
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ptyprocess (πŸ₯‰26 Β· ⭐ 230) - Run a subprocess in a pseudo terminal. ISC +
ptyprocess (πŸ₯‰26 Β· ⭐ 240 Β· πŸ’€) - Run a subprocess in a pseudo terminal. ISC - [GitHub](https://github.com/pexpect/ptyprocess) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 71 Β· πŸ“‹ 40 - 50% open Β· ⏱️ 17.07.2025): ``` git clone https://github.com/pexpect/ptyprocess ``` -- [PyPi](https://pypi.org/project/ptyprocess) (πŸ“₯ 140M / month Β· πŸ“¦ 770 Β· ⏱️ 28.12.2020): +- [PyPi](https://pypi.org/project/ptyprocess) (πŸ“₯ 150M / month Β· πŸ“¦ 770 Β· ⏱️ 28.12.2020): ``` pip install ptyprocess ``` @@ -1535,62 +1520,46 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
anyio (πŸ₯‡41 Β· ⭐ 2.4K Β· πŸ“‰) - High level asynchronous concurrency and networking framework that works.. MIT +
anyio (πŸ₯‡41 Β· ⭐ 2.4K) - High level asynchronous concurrency and networking framework that works on.. MIT -- [GitHub](https://github.com/agronholm/anyio) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 180 Β· πŸ“¦ 610K Β· πŸ“‹ 440 - 17% open Β· ⏱️ 06.01.2026): +- [GitHub](https://github.com/agronholm/anyio) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 180 Β· πŸ“¦ 620K Β· πŸ“‹ 440 - 17% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/agronholm/anyio ``` -- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 370M / month Β· πŸ“¦ 4.7K Β· ⏱️ 06.01.2026): +- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 430M / month Β· πŸ“¦ 4.7K Β· ⏱️ 06.01.2026): ``` pip install anyio ``` -- [Conda](https://anaconda.org/conda-forge/anyio) (πŸ“₯ 30M Β· ⏱️ 06.01.2026): +- [Conda](https://anaconda.org/conda-forge/anyio) (πŸ“₯ 31M Β· ⏱️ 06.01.2026): ``` conda install -c conda-forge anyio ```
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greenlet (πŸ₯‡41 Β· ⭐ 1.8K) - Lightweight in-process concurrent programming. MIT +
uvloop (πŸ₯ˆ40 Β· ⭐ 12K) - Ultra fast asyncio event loop. Apache-2 -- [GitHub](https://github.com/python-greenlet/greenlet) (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 260 Β· πŸ“¦ 590K Β· πŸ“‹ 280 - 9% open Β· ⏱️ 04.12.2025): - - ``` - git clone https://github.com/python-greenlet/greenlet - ``` -- [PyPi](https://pypi.org/project/greenlet) (πŸ“₯ 240M / month Β· πŸ“¦ 2.1K Β· ⏱️ 04.12.2025): - ``` - pip install greenlet - ``` -- [Conda](https://anaconda.org/conda-forge/greenlet) (πŸ“₯ 18M Β· ⏱️ 04.12.2025): - ``` - conda install -c conda-forge greenlet - ``` -
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uvloop (πŸ₯ˆ39 Β· ⭐ 12K) - Ultra fast asyncio event loop. Apache-2 - -- [GitHub](https://github.com/MagicStack/uvloop) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 580 Β· πŸ“₯ 640 Β· πŸ“¦ 210K Β· πŸ“‹ 430 - 34% open Β· ⏱️ 19.01.2026): +- [GitHub](https://github.com/MagicStack/uvloop) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 580 Β· πŸ“₯ 640 Β· πŸ“¦ 210K Β· πŸ“‹ 430 - 34% open Β· ⏱️ 30.01.2026): ``` git clone https://github.com/MagicStack/uvloop ``` -- [PyPi](https://pypi.org/project/uvloop) (πŸ“₯ 66M / month Β· πŸ“¦ 2K Β· ⏱️ 16.10.2025): +- [PyPi](https://pypi.org/project/uvloop) (πŸ“₯ 83M / month Β· πŸ“¦ 2K Β· ⏱️ 16.10.2025): ``` pip install uvloop ``` -- [Conda](https://anaconda.org/conda-forge/uvloop) (πŸ“₯ 2.7M Β· ⏱️ 07.11.2025): +- [Conda](https://anaconda.org/conda-forge/uvloop) (πŸ“₯ 2.8M Β· ⏱️ 07.11.2025): ``` conda install -c conda-forge uvloop ```
asyncer (πŸ₯‰32 Β· ⭐ 2.3K) - Asyncer, async and await, focused on developer experience. MIT -- [GitHub](https://github.com/fastapi/asyncer) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 80 Β· πŸ“¦ 7.5K Β· πŸ“‹ 6 - 16% open Β· ⏱️ 16.01.2026): +- [GitHub](https://github.com/fastapi/asyncer) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 81 Β· πŸ“¦ 7.5K Β· πŸ“‹ 6 - 16% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/tiangolo/asyncer ``` -- [PyPi](https://pypi.org/project/asyncer) (πŸ“₯ 3.8M / month Β· πŸ“¦ 260 Β· ⏱️ 26.12.2025): +- [PyPi](https://pypi.org/project/asyncer) (πŸ“₯ 4.7M / month Β· πŸ“¦ 260 Β· ⏱️ 26.12.2025): ``` pip install asyncer ``` @@ -1606,15 +1575,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/aiokitchen/aiomisc ``` -- [PyPi](https://pypi.org/project/aiomisc) (πŸ“₯ 35K / month Β· πŸ“¦ 60 Β· ⏱️ 13.01.2026): +- [PyPi](https://pypi.org/project/aiomisc) (πŸ“₯ 48K / month Β· πŸ“¦ 60 Β· ⏱️ 13.01.2026): ``` pip install aiomisc ```
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Show 2 hidden projects... +
Show 3 hidden projects... +- greenlet (πŸ₯ˆ39 Β· ⭐ 1.8K Β· πŸ“‰) - Lightweight in-process concurrent programming. ❗Unlicensed +- unsync (πŸ₯‰22 Β· ⭐ 900 Β· πŸ’€) - Unsynchronize asyncio. MIT - stopit (πŸ₯‰22 Β· ⭐ 120 Β· πŸ’€) - Raise asynchronous exceptions in other thread, control the timeout of.. MIT -- unsync (πŸ₯‰21 Β· ⭐ 900 Β· πŸ’€) - Unsynchronize asyncio. MIT

@@ -1629,55 +1599,55 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/theskumar/python-dotenv ``` -- [PyPi](https://pypi.org/project/python-dotenv) (πŸ“₯ 260M / month Β· πŸ“¦ 25K Β· ⏱️ 26.10.2025): +- [PyPi](https://pypi.org/project/python-dotenv) (πŸ“₯ 310M / month Β· πŸ“¦ 25K Β· ⏱️ 26.10.2025): ``` pip install python-dotenv ``` -- [Conda](https://anaconda.org/conda-forge/python-dotenv) (πŸ“₯ 9.7M Β· ⏱️ 26.10.2025): +- [Conda](https://anaconda.org/conda-forge/python-dotenv) (πŸ“₯ 9.9M Β· ⏱️ 26.10.2025): ``` conda install -c conda-forge python-dotenv ```
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hydra (πŸ₯ˆ35 Β· ⭐ 10K) - Hydra is a framework for elegantly configuring complex applications. MIT +
traitlets (πŸ₯ˆ35 Β· ⭐ 650) - A lightweight Traits like module. BSD-3 -- [GitHub](https://github.com/facebookresearch/hydra) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 780 Β· πŸ“¦ 42K Β· πŸ“‹ 1.5K - 22% open Β· ⏱️ 11.12.2025): +- [GitHub](https://github.com/ipython/traitlets) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 210 Β· πŸ“₯ 740 Β· πŸ“¦ 600K Β· πŸ“‹ 310 - 35% open Β· ⏱️ 14.10.2025): ``` - git clone https://github.com/facebookresearch/hydra + git clone https://github.com/ipython/traitlets ``` -- [PyPi](https://pypi.org/project/hydra) (πŸ“₯ 9K / month Β· πŸ“¦ 13 Β· ⏱️ 03.08.2016): +- [PyPi](https://pypi.org/project/traitlets) (πŸ“₯ 94M / month Β· πŸ“¦ 1.5K Β· ⏱️ 19.04.2024): ``` - pip install hydra + pip install traitlets ``` -- [Conda](https://anaconda.org/conda-forge/hydra-core) (πŸ“₯ 1.5M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/traitlets) (πŸ“₯ 47M Β· ⏱️ 22.04.2025): ``` - conda install -c conda-forge hydra-core + conda install -c conda-forge traitlets ```
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traitlets (πŸ₯ˆ35 Β· ⭐ 650) - A lightweight Traits like module. BSD-3 +
hydra (πŸ₯ˆ33 Β· ⭐ 10K Β· πŸ“‰) - Hydra is a framework for elegantly configuring complex applications. MIT -- [GitHub](https://github.com/ipython/traitlets) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 210 Β· πŸ“₯ 730 Β· πŸ“¦ 600K Β· πŸ“‹ 310 - 35% open Β· ⏱️ 14.10.2025): +- [GitHub](https://github.com/facebookresearch/hydra) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 790 Β· πŸ“¦ 42K Β· πŸ“‹ 1.5K - 22% open Β· ⏱️ 11.12.2025): ``` - git clone https://github.com/ipython/traitlets + git clone https://github.com/facebookresearch/hydra ``` -- [PyPi](https://pypi.org/project/traitlets) (πŸ“₯ 81M / month Β· πŸ“¦ 1.5K Β· ⏱️ 19.04.2024): +- [PyPi](https://pypi.org/project/hydra) (πŸ“₯ 10K / month Β· πŸ“¦ 13 Β· ⏱️ 03.08.2016): ``` - pip install traitlets + pip install hydra ``` -- [Conda](https://anaconda.org/conda-forge/traitlets) (πŸ“₯ 46M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/hydra-core) (πŸ“₯ 1.5M Β· ⏱️ 22.04.2025): ``` - conda install -c conda-forge traitlets + conda install -c conda-forge hydra-core ```
omegaconf (πŸ₯‰31 Β· ⭐ 2.3K) - Flexible Python configuration system. The last one you will ever need. BSD-3 -- [GitHub](https://github.com/omry/omegaconf) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 140 Β· πŸ“¦ 60K Β· πŸ“‹ 600 - 24% open Β· ⏱️ 29.11.2025): +- [GitHub](https://github.com/omry/omegaconf) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 150 Β· πŸ“¦ 60K Β· πŸ“‹ 600 - 24% open Β· ⏱️ 29.11.2025): ``` git clone https://github.com/omry/omegaconf ``` -- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 21M / month Β· πŸ“¦ 1.8K Β· ⏱️ 30.10.2025): +- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 26M / month Β· πŸ“¦ 1.8K Β· ⏱️ 30.10.2025): ``` pip install omegaconf ``` @@ -1686,14 +1656,30 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge omegaconf ```
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gin-config (πŸ₯‰28 Β· ⭐ 2.1K) - Gin provides a lightweight configuration framework for Python. Apache-2 + +- [GitHub](https://github.com/google/gin-config) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 120 Β· πŸ“¦ 13K Β· πŸ“‹ 100 - 58% open Β· ⏱️ 14.01.2026): + + ``` + git clone https://github.com/google/gin-config + ``` +- [PyPi](https://pypi.org/project/gin-config) (πŸ“₯ 560K / month Β· πŸ“¦ 75 Β· ⏱️ 03.11.2021): + ``` + pip install gin-config + ``` +- [Conda](https://anaconda.org/conda-forge/gin-config) (πŸ“₯ 33K Β· ⏱️ 22.04.2025): + ``` + conda install -c conda-forge gin-config + ``` +
configobj (πŸ₯‰28 Β· ⭐ 340 Β· πŸ’€) - Python 3+ compatible port of the configobj library. BSD-3 -- [GitHub](https://github.com/DiffSK/configobj) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 82 Β· πŸ“₯ 2.1K Β· πŸ“¦ 49K Β· πŸ“‹ 180 - 39% open Β· ⏱️ 06.06.2025): +- [GitHub](https://github.com/DiffSK/configobj) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 82 Β· πŸ“₯ 2.2K Β· πŸ“¦ 49K Β· πŸ“‹ 180 - 39% open Β· ⏱️ 06.06.2025): ``` git clone https://github.com/DiffSK/configobj ``` -- [PyPi](https://pypi.org/project/configobj) (πŸ“₯ 5.1M / month Β· πŸ“¦ 650 Β· ⏱️ 21.09.2024): +- [PyPi](https://pypi.org/project/configobj) (πŸ“₯ 6.6M / month Β· πŸ“¦ 650 Β· ⏱️ 21.09.2024): ``` pip install configobj ``` @@ -1709,7 +1695,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/rochacbruno/dynaconf ``` -- [PyPi](https://pypi.org/project/dynaconf) (πŸ“₯ 3.7M / month Β· πŸ“¦ 640 Β· ⏱️ 10.10.2025): +- [PyPi](https://pypi.org/project/dynaconf) (πŸ“₯ 4.5M / month Β· πŸ“¦ 640 Β· ⏱️ 10.10.2025): ``` pip install dynaconf ``` @@ -1718,30 +1704,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge dynaconf ```
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gin-config (πŸ₯‰27 Β· ⭐ 2.2K) - Gin provides a lightweight configuration framework for Python. Apache-2 - -- [GitHub](https://github.com/google/gin-config) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 120 Β· πŸ“¦ 13K Β· πŸ“‹ 100 - 58% open Β· ⏱️ 14.01.2026): - - ``` - git clone https://github.com/google/gin-config - ``` -- [PyPi](https://pypi.org/project/gin-config) (πŸ“₯ 410K / month Β· πŸ“¦ 75 Β· ⏱️ 03.11.2021): - ``` - pip install gin-config - ``` -- [Conda](https://anaconda.org/conda-forge/gin-config) (πŸ“₯ 33K Β· ⏱️ 22.04.2025): - ``` - conda install -c conda-forge gin-config - ``` -
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everett (πŸ₯‰21 Β· ⭐ 150) - configuration library for python projects. MPL-2.0 +
everett (πŸ₯‰22 Β· ⭐ 150) - configuration library for python projects. MPL-2.0 - [GitHub](https://github.com/willkg/everett) (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 14 Β· πŸ“‹ 96 - 4% open Β· ⏱️ 15.10.2025): ``` git clone https://github.com/willkg/everett ``` -- [PyPi](https://pypi.org/project/everett) (πŸ“₯ 370K / month Β· πŸ“¦ 22 Β· ⏱️ 15.10.2025): +- [PyPi](https://pypi.org/project/everett) (πŸ“₯ 550K / month Β· πŸ“¦ 22 Β· ⏱️ 15.10.2025): ``` pip install everett ``` @@ -1760,98 +1730,98 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
click (πŸ₯‡47 Β· ⭐ 17K Β· πŸ“‰) - Python composable command line interface toolkit. BSD-3 +
rich (πŸ₯‡47 Β· ⭐ 55K Β· πŸ“ˆ) - Rich is a Python library for rich text and beautiful formatting in the.. MIT -- [GitHub](https://github.com/pallets/click) (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 1.5K Β· πŸ“₯ 4.1K Β· πŸ“¦ 2.3M Β· πŸ“‹ 1.8K - 7% open Β· ⏱️ 31.12.2025): +- [GitHub](https://github.com/Textualize/rich) (πŸ‘¨β€πŸ’» 280 Β· πŸ”€ 2K Β· πŸ“¦ 500K Β· πŸ“‹ 1.6K - 18% open Β· ⏱️ 01.02.2026): ``` - git clone https://github.com/pallets/click + git clone https://github.com/Textualize/rich ``` -- [PyPi](https://pypi.org/project/click) (πŸ“₯ 440M / month Β· πŸ“¦ 54K Β· ⏱️ 15.11.2025): +- [PyPi](https://pypi.org/project/rich) (πŸ“₯ 280M / month Β· πŸ“¦ 33K Β· ⏱️ 01.02.2026): ``` - pip install click + pip install rich ``` -- [Conda](https://anaconda.org/conda-forge/click) (πŸ“₯ 56M Β· ⏱️ 30.11.2025): +- [Conda](https://anaconda.org/conda-forge/rich) (πŸ“₯ 17M Β· ⏱️ 01.02.2026): ``` - conda install -c conda-forge click + conda install -c conda-forge rich ```
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rich (πŸ₯‡44 Β· ⭐ 55K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT +
click (πŸ₯‡47 Β· ⭐ 17K) - Python composable command line interface toolkit. BSD-3 -- [GitHub](https://github.com/Textualize/rich) (πŸ‘¨β€πŸ’» 280 Β· πŸ”€ 2K Β· πŸ“¦ 490K Β· πŸ“‹ 1.5K - 20% open Β· ⏱️ 22.12.2025): +- [GitHub](https://github.com/pallets/click) (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 1.5K Β· πŸ“₯ 4.2K Β· πŸ“¦ 2.3M Β· πŸ“‹ 1.8K - 8% open Β· ⏱️ 31.12.2025): ``` - git clone https://github.com/Textualize/rich + git clone https://github.com/pallets/click ``` -- [PyPi](https://pypi.org/project/rich) (πŸ“₯ 240M / month Β· πŸ“¦ 26K Β· ⏱️ 09.10.2025): +- [PyPi](https://pypi.org/project/click) (πŸ“₯ 510M / month Β· πŸ“¦ 54K Β· ⏱️ 15.11.2025): ``` - pip install rich + pip install click ``` -- [Conda](https://anaconda.org/conda-forge/rich) (πŸ“₯ 17M Β· ⏱️ 09.10.2025): +- [Conda](https://anaconda.org/conda-forge/click) (πŸ“₯ 57M Β· ⏱️ 30.11.2025): ``` - conda install -c conda-forge rich + conda install -c conda-forge click ```
Typer (πŸ₯ˆ41 Β· ⭐ 19K) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT -- [GitHub](https://github.com/fastapi/typer) (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 820 Β· πŸ“¦ 230K Β· πŸ“‹ 340 - 19% open Β· ⏱️ 16.01.2026): +- [GitHub](https://github.com/fastapi/typer) (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 830 Β· πŸ“¦ 240K Β· πŸ“‹ 340 - 19% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/tiangolo/typer ``` -- [PyPi](https://pypi.org/project/typer) (πŸ“₯ 100M / month Β· πŸ“¦ 15K Β· ⏱️ 06.01.2026): +- [PyPi](https://pypi.org/project/typer) (πŸ“₯ 120M / month Β· πŸ“¦ 15K Β· ⏱️ 06.01.2026): ``` pip install typer ``` -- [Conda](https://anaconda.org/conda-forge/typer) (πŸ“₯ 8.7M Β· ⏱️ 08.01.2026): +- [Conda](https://anaconda.org/conda-forge/typer) (πŸ“₯ 8.8M Β· ⏱️ 08.01.2026): ``` conda install -c conda-forge typer ```
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python-prompt-toolkit (πŸ₯ˆ39 Β· ⭐ 10K) - Library for building powerful interactive command line.. BSD-3 +
python-fire (πŸ₯ˆ37 Β· ⭐ 28K) - Python Fire is a library for automatically generating command.. Apache-2 -- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 750 Β· πŸ“‹ 1.3K - 54% open Β· ⏱️ 17.11.2025): +- [GitHub](https://github.com/google/python-fire) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 1.5K Β· πŸ“¦ 52K Β· πŸ“‹ 360 - 42% open Β· ⏱️ 16.08.2025): ``` - git clone https://github.com/prompt-toolkit/python-prompt-toolkit + git clone https://github.com/google/python-fire ``` -- [PyPi](https://pypi.org/project/prompt_toolkit) (πŸ“₯ 110M / month Β· πŸ“¦ 4.2K Β· ⏱️ 27.08.2025): +- [PyPi](https://pypi.org/project/fire) (πŸ“₯ 17M / month Β· πŸ“¦ 3K Β· ⏱️ 16.08.2025): ``` - pip install prompt_toolkit + pip install fire ``` -- [Conda](https://anaconda.org/conda-forge/prompt-toolkit) (πŸ“₯ 40M Β· ⏱️ 27.08.2025): +- [Conda](https://anaconda.org/conda-forge/fire) (πŸ“₯ 1.4M Β· ⏱️ 12.09.2025): ``` - conda install -c conda-forge prompt-toolkit + conda install -c conda-forge fire ```
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python-fire (πŸ₯ˆ38 Β· ⭐ 28K) - Python Fire is a library for automatically generating command.. Apache-2 +
python-prompt-toolkit (πŸ₯ˆ37 Β· ⭐ 10K Β· πŸ“‰) - Library for building powerful interactive command.. BSD-3 -- [GitHub](https://github.com/google/python-fire) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 1.5K Β· πŸ“¦ 52K Β· πŸ“‹ 360 - 42% open Β· ⏱️ 16.08.2025): +- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 750 Β· πŸ“‹ 1.3K - 54% open Β· ⏱️ 17.11.2025): ``` - git clone https://github.com/google/python-fire + git clone https://github.com/prompt-toolkit/python-prompt-toolkit ``` -- [PyPi](https://pypi.org/project/fire) (πŸ“₯ 13M / month Β· πŸ“¦ 3K Β· ⏱️ 16.08.2025): +- [PyPi](https://pypi.org/project/prompt_toolkit) (πŸ“₯ 130M / month Β· πŸ“¦ 4.2K Β· ⏱️ 27.08.2025): ``` - pip install fire + pip install prompt_toolkit ``` -- [Conda](https://anaconda.org/conda-forge/fire) (πŸ“₯ 1.4M Β· ⏱️ 12.09.2025): +- [Conda](https://anaconda.org/conda-forge/prompt-toolkit) (πŸ“₯ 40M Β· ⏱️ 27.08.2025): ``` - conda install -c conda-forge fire + conda install -c conda-forge prompt-toolkit ```
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colorama (πŸ₯ˆ36 Β· ⭐ 3.8K) - Simple cross-platform colored terminal text in Python. BSD-3 +
colorama (πŸ₯ˆ36 Β· ⭐ 3.8K Β· πŸ’€) - Simple cross-platform colored terminal text in Python. BSD-3 - [GitHub](https://github.com/tartley/colorama) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 260 Β· πŸ“¦ 1.4M Β· πŸ“‹ 270 - 47% open Β· ⏱️ 09.07.2025): ``` git clone https://github.com/tartley/colorama ``` -- [PyPi](https://pypi.org/project/colorama) (πŸ“₯ 260M / month Β· πŸ“¦ 15K Β· ⏱️ 25.10.2022): +- [PyPi](https://pypi.org/project/colorama) (πŸ“₯ 310M / month Β· πŸ“¦ 15K Β· ⏱️ 25.10.2022): ``` pip install colorama ``` -- [Conda](https://anaconda.org/conda-forge/colorama) (πŸ“₯ 60M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/colorama) (πŸ“₯ 61M Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge colorama ``` @@ -1863,7 +1833,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/docopt/docopt ``` -- [PyPi](https://pypi.org/project/docopt) (πŸ“₯ 13M / month Β· πŸ“¦ 3.4K Β· ⏱️ 16.06.2014): +- [PyPi](https://pypi.org/project/docopt) (πŸ“₯ 15M / month Β· πŸ“¦ 3.4K Β· ⏱️ 16.06.2014): ``` pip install docopt ``` @@ -1874,12 +1844,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
argcomplete (πŸ₯ˆ34 Β· ⭐ 1.5K) - Python and tab completion, better together. Apache-2 -- [GitHub](https://github.com/kislyuk/argcomplete) (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 140 Β· πŸ“₯ 1.4K Β· πŸ“¦ 70K Β· πŸ“‹ 300 - 22% open Β· ⏱️ 20.10.2025): +- [GitHub](https://github.com/kislyuk/argcomplete) (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 140 Β· πŸ“₯ 1.4K Β· πŸ“¦ 71K Β· πŸ“‹ 300 - 22% open Β· ⏱️ 20.10.2025): ``` git clone https://github.com/kislyuk/argcomplete ``` -- [PyPi](https://pypi.org/project/argcomplete) (πŸ“₯ 56M / month Β· πŸ“¦ 1.8K Β· ⏱️ 20.10.2025): +- [PyPi](https://pypi.org/project/argcomplete) (πŸ“₯ 58M / month Β· πŸ“¦ 1.8K Β· ⏱️ 20.10.2025): ``` pip install argcomplete ``` @@ -1895,39 +1865,39 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/sdispater/cleo ``` -- [PyPi](https://pypi.org/project/cleo) (πŸ“₯ 47M / month Β· πŸ“¦ 390 Β· ⏱️ 18.11.2024): +- [PyPi](https://pypi.org/project/cleo) (πŸ“₯ 60M / month Β· πŸ“¦ 390 Β· ⏱️ 18.11.2024): ``` pip install cleo ``` -- [Conda](https://anaconda.org/conda-forge/cleo) (πŸ“₯ 6.3M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/cleo) (πŸ“₯ 6.4M Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge cleo ```
questionary (πŸ₯‰32 Β· ⭐ 2K) - Python library to build pretty command line user prompts Easy to use.. MIT -- [GitHub](https://github.com/tmbo/questionary) (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 100 Β· πŸ“¦ 20K Β· πŸ“‹ 190 - 38% open Β· ⏱️ 28.08.2025): +- [GitHub](https://github.com/tmbo/questionary) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 100 Β· πŸ“¦ 21K Β· πŸ“‹ 190 - 38% open Β· ⏱️ 29.01.2026): ``` git clone https://github.com/tmbo/questionary ``` -- [PyPi](https://pypi.org/project/questionary) (πŸ“₯ 11M / month Β· πŸ“¦ 1.4K Β· ⏱️ 28.08.2025): +- [PyPi](https://pypi.org/project/questionary) (πŸ“₯ 14M / month Β· πŸ“¦ 1.4K Β· ⏱️ 28.08.2025): ``` pip install questionary ``` -- [Conda](https://anaconda.org/conda-forge/questionary) (πŸ“₯ 270K Β· ⏱️ 08.09.2025): +- [Conda](https://anaconda.org/conda-forge/questionary) (πŸ“₯ 280K Β· ⏱️ 08.09.2025): ``` conda install -c conda-forge questionary ```
ConfigArgParse (πŸ₯‰30 Β· ⭐ 760) - Drop-in replacement for argparse with added support for config.. MIT -- [GitHub](https://github.com/bw2/ConfigArgParse) (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 120 Β· πŸ“¦ 24K Β· πŸ“‹ 220 - 39% open Β· ⏱️ 06.08.2025): +- [GitHub](https://github.com/bw2/ConfigArgParse) (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 120 Β· πŸ“¦ 25K Β· πŸ“‹ 220 - 39% open Β· ⏱️ 06.08.2025): ``` git clone https://github.com/bw2/ConfigArgParse ``` -- [PyPi](https://pypi.org/project/configargparse) (πŸ“₯ 11M / month Β· πŸ“¦ 670 Β· ⏱️ 13.06.2025): +- [PyPi](https://pypi.org/project/configargparse) (πŸ“₯ 14M / month Β· πŸ“¦ 670 Β· ⏱️ 13.06.2025): ``` pip install configargparse ``` @@ -1936,7 +1906,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge configargparse ```
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asciimatics (πŸ₯‰29 Β· ⭐ 4.2K Β· πŸ’€) - A cross platform package to do curses-like operations, plus.. Apache-2 +
asciimatics (πŸ₯‰29 Β· ⭐ 4.3K Β· πŸ’€) - A cross platform package to do curses-like operations, plus.. Apache-2 - [GitHub](https://github.com/peterbrittain/asciimatics) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 260 Β· πŸ“¦ 1.2K Β· πŸ“‹ 310 - 7% open Β· ⏱️ 31.05.2025): @@ -1947,7 +1917,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install asciimatics ``` -- [Conda](https://anaconda.org/conda-forge/asciimatics) (πŸ“₯ 240K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/asciimatics) (πŸ“₯ 250K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge asciimatics ``` @@ -1959,7 +1929,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/erikrose/blessings ``` -- [PyPi](https://pypi.org/project/blessings) (πŸ“₯ 860K / month Β· πŸ“¦ 460 Β· ⏱️ 21.06.2018): +- [PyPi](https://pypi.org/project/blessings) (πŸ“₯ 1M / month Β· πŸ“¦ 460 Β· ⏱️ 21.06.2018): ``` pip install blessings ``` @@ -1970,24 +1940,24 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Click Extra (πŸ₯‰23 Β· ⭐ 110) - Drop-in replacement for Click to make user-friendly and.. ❗️GPL-2.0 -- [GitHub](https://github.com/kdeldycke/click-extra) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 8 Β· πŸ“₯ 520 Β· πŸ“¦ 100 Β· πŸ“‹ 110 - 16% open Β· ⏱️ 18.01.2026): +- [GitHub](https://github.com/kdeldycke/click-extra) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 8 Β· πŸ“₯ 520 Β· πŸ“¦ 110 Β· πŸ“‹ 110 - 21% open Β· ⏱️ 03.02.2026): ``` git clone https://github.com/kdeldycke/click-extra ``` -- [PyPi](https://pypi.org/project/click-extra) (πŸ“₯ 27K / month Β· πŸ“¦ 37 Β· ⏱️ 08.12.2025): +- [PyPi](https://pypi.org/project/click-extra) (πŸ“₯ 55K / month Β· πŸ“¦ 37 Β· ⏱️ 03.02.2026): ``` pip install click-extra ```
Show 6 hidden projects... -- wcwidth (πŸ₯‰33 Β· ⭐ 430) - Python library that measures the width of strings in a terminal. ❗Unlicensed +- wcwidth (πŸ₯ˆ34 Β· ⭐ 440) - Python library that measures the width of strings in a terminal. ❗Unlicensed - docopt-ng (πŸ₯‰23 Β· ⭐ 220 Β· πŸ’€) - Humane command line arguments parser. Now with maintenance,.. MIT - clint (πŸ₯‰23 Β· ⭐ 97 Β· πŸ’€) - Python Command-line Application Tools. ISC - bashplotlib (πŸ₯‰22 Β· ⭐ 1.9K Β· πŸ’€) - plotting in the terminal. MIT - colout (πŸ₯‰18 Β· ⭐ 1.2K Β· πŸ’€) - Color text streams with a polished command line interface. ❗️GPL-3.0 -- onecite (πŸ₯‰13 Β· ⭐ 49 Β· 🐣) - An intelligent toolkit to automatically parse, complete, and format.. MIT +- onecite (πŸ₯‰14 Β· ⭐ 51 Β· 🐣) - An intelligent toolkit to automatically parse, complete, and format.. MIT

@@ -2005,28 +1975,28 @@ _General-purpose data containers as well as utilities & extensions for pandas._
cachetools (πŸ₯‡39 Β· ⭐ 2.7K) - Extensible memoizing collections and decorators. MIT -- [GitHub](https://github.com/tkem/cachetools) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 180 Β· πŸ“¦ 680K Β· πŸ“‹ 270 - 1% open Β· ⏱️ 15.12.2025): +- [GitHub](https://github.com/tkem/cachetools) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 180 Β· πŸ“¦ 680K Β· πŸ“‹ 270 - 0% open Β· ⏱️ 01.02.2026): ``` git clone https://github.com/tkem/cachetools ``` -- [PyPi](https://pypi.org/project/cachetools) (πŸ“₯ 260M / month Β· πŸ“¦ 4.2K Β· ⏱️ 15.12.2025): +- [PyPi](https://pypi.org/project/cachetools) (πŸ“₯ 230M / month Β· πŸ“¦ 4.4K Β· ⏱️ 01.02.2026): ``` pip install cachetools ``` -- [Conda](https://anaconda.org/conda-forge/cachetools) (πŸ“₯ 19M Β· ⏱️ 15.12.2025): +- [Conda](https://anaconda.org/conda-forge/cachetools) (πŸ“₯ 19M Β· ⏱️ 01.02.2026): ``` conda install -c conda-forge cachetools ```
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aiocache (πŸ₯ˆ32 Β· ⭐ 1.4K) - Asyncio cache manager for redis, memcached and memory. BSD-3 +
aiocache (πŸ₯ˆ31 Β· ⭐ 1.4K) - Asyncio cache manager for redis, memcached and memory. BSD-3 - [GitHub](https://github.com/aio-libs/aiocache) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 170 Β· πŸ“₯ 75 Β· πŸ“¦ 4.6K Β· πŸ“‹ 340 - 18% open Β· ⏱️ 28.11.2025): ``` git clone https://github.com/aio-libs/aiocache ``` -- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 4M / month Β· πŸ“¦ 150 Β· ⏱️ 25.09.2024): +- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 6.7M / month Β· πŸ“¦ 150 Β· ⏱️ 25.09.2024): ``` pip install aiocache ``` @@ -2038,7 +2008,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/bbangert/beaker ``` -- [PyPi](https://pypi.org/project/beaker) (πŸ“₯ 100K / month Β· πŸ“¦ 90 Β· ⏱️ 11.04.2024): +- [PyPi](https://pypi.org/project/beaker) (πŸ“₯ 130K / month Β· πŸ“¦ 90 Β· ⏱️ 11.04.2024): ``` pip install beaker ``` @@ -2054,23 +2024,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/lericson/pylibmc ``` -- [PyPi](https://pypi.org/project/pylibmc) (πŸ“₯ 220K / month Β· πŸ“¦ 79 Β· ⏱️ 30.08.2022): +- [PyPi](https://pypi.org/project/pylibmc) (πŸ“₯ 280K / month Β· πŸ“¦ 79 Β· ⏱️ 30.08.2022): ``` pip install pylibmc ``` -- [Conda](https://anaconda.org/conda-forge/pylibmc) (πŸ“₯ 380K Β· ⏱️ 28.08.2025): +- [Conda](https://anaconda.org/conda-forge/pylibmc) (πŸ“₯ 390K Β· ⏱️ 28.08.2025): ``` conda install -c conda-forge pylibmc ```
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cachier (πŸ₯‰25 Β· ⭐ 640) - Persistent, stale-free, local and cross-machine caching for Python.. MIT +
cachier (πŸ₯‰26 Β· ⭐ 640) - Persistent, stale-free, local and cross-machine caching for Python.. MIT -- [GitHub](https://github.com/python-cachier/cachier) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 71 Β· πŸ“₯ 120 Β· πŸ“¦ 590 Β· πŸ“‹ 94 - 19% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/python-cachier/cachier) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 72 Β· πŸ“₯ 120 Β· πŸ“¦ 590 Β· πŸ“‹ 94 - 15% open Β· ⏱️ 30.01.2026): ``` git clone https://github.com/shaypal5/cachier ``` -- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 330K / month Β· πŸ“¦ 51 Β· ⏱️ 15.07.2025): +- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 220K / month Β· πŸ“¦ 51 Β· ⏱️ 15.07.2025): ``` pip install cachier ``` @@ -2089,12 +2059,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
kivy (πŸ₯‡40 Β· ⭐ 19K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT -- [GitHub](https://github.com/kivy/kivy) (πŸ‘¨β€πŸ’» 630 Β· πŸ”€ 3.1K Β· πŸ“₯ 44K Β· πŸ“¦ 18K Β· πŸ“‹ 5.3K - 16% open Β· ⏱️ 18.01.2026): +- [GitHub](https://github.com/kivy/kivy) (πŸ‘¨β€πŸ’» 630 Β· πŸ”€ 3.1K Β· πŸ“₯ 44K Β· πŸ“¦ 18K Β· πŸ“‹ 5.3K - 16% open Β· ⏱️ 26.01.2026): ``` git clone https://github.com/kivy/kivy ``` -- [PyPi](https://pypi.org/project/kivy) (πŸ“₯ 230K / month Β· πŸ“¦ 360 Β· ⏱️ 26.12.2024): +- [PyPi](https://pypi.org/project/kivy) (πŸ“₯ 250K / month Β· πŸ“¦ 360 Β· ⏱️ 26.12.2024): ``` pip install kivy ``` @@ -2105,19 +2075,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._
DearPyGui (πŸ₯ˆ36 Β· ⭐ 15K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT -- [GitHub](https://github.com/hoffstadt/DearPyGui) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 760 Β· πŸ“¦ 4.3K Β· πŸ“‹ 1.5K - 27% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/hoffstadt/DearPyGui) (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 760 Β· πŸ“¦ 4.3K Β· πŸ“‹ 1.5K - 27% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/hoffstadt/DearPyGui ``` -- [PyPi](https://pypi.org/project/dearpygui) (πŸ“₯ 100K / month Β· πŸ“¦ 180 Β· ⏱️ 14.11.2025): +- [PyPi](https://pypi.org/project/dearpygui) (πŸ“₯ 120K / month Β· πŸ“¦ 180 Β· ⏱️ 14.11.2025): ``` pip install dearpygui ```
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toga (πŸ₯ˆ33 Β· ⭐ 5.3K) - A Python native, OS native GUI toolkit. BSD-3 +
toga (πŸ₯ˆ34 Β· ⭐ 5.3K) - A Python native, OS native GUI toolkit. BSD-3 -- [GitHub](https://github.com/beeware/toga) (πŸ‘¨β€πŸ’» 330 Β· πŸ”€ 790 Β· πŸ“₯ 9.4K Β· πŸ“¦ 3 Β· πŸ“‹ 1.3K - 23% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/beeware/toga) (πŸ‘¨β€πŸ’» 330 Β· πŸ”€ 790 Β· πŸ“₯ 9.5K Β· πŸ“¦ 3 Β· πŸ“‹ 1.3K - 23% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/beeware/toga @@ -2126,7 +2096,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install toga ``` -- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 20 / month Β· πŸ“¦ 5 Β· ⏱️ 23.04.2017): +- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 16 / month Β· πŸ“¦ 5 Β· ⏱️ 23.04.2017): ``` npm install @pybee/toga ``` @@ -2138,7 +2108,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/ChrisKnott/Eel ``` -- [PyPi](https://pypi.org/project/eel) (πŸ“₯ 75K / month Β· πŸ“¦ 100 Β· ⏱️ 22.06.2025): +- [PyPi](https://pypi.org/project/eel) (πŸ“₯ 89K / month Β· πŸ“¦ 100 Β· ⏱️ 22.06.2025): ``` pip install eel ``` @@ -2186,7 +2156,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/chardet/chardet ``` -- [PyPi](https://pypi.org/project/chardet) (πŸ“₯ 110M / month Β· πŸ“¦ 5.6K Β· ⏱️ 01.08.2023): +- [PyPi](https://pypi.org/project/chardet) (πŸ“₯ 120M / month Β· πŸ“¦ 5.6K Β· ⏱️ 01.08.2023): ``` pip install chardet ``` @@ -2194,7 +2164,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` conda install -c conda-forge chardet ``` -- [npm](https://www.npmjs.com/package/@pypi/chardet) (πŸ“₯ 73 / month Β· πŸ“¦ 7 Β· ⏱️ 20.08.2017): +- [npm](https://www.npmjs.com/package/@pypi/chardet) (πŸ“₯ 130 / month Β· πŸ“¦ 7 Β· ⏱️ 20.08.2017): ``` npm install @pypi/chardet ``` @@ -2206,7 +2176,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/carpedm20/emoji ``` -- [PyPi](https://pypi.org/project/emoji) (πŸ“₯ 14M / month Β· πŸ“¦ 1.3K Β· ⏱️ 21.09.2025): +- [PyPi](https://pypi.org/project/emoji) (πŸ“₯ 18M / month Β· πŸ“¦ 1.3K Β· ⏱️ 21.09.2025): ``` pip install emoji ``` @@ -2222,7 +2192,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/un33k/python-slugify ``` -- [PyPi](https://pypi.org/project/python-slugify) (πŸ“₯ 44M / month Β· πŸ“¦ 1.5K Β· ⏱️ 08.02.2024): +- [PyPi](https://pypi.org/project/python-slugify) (πŸ“₯ 50M / month Β· πŸ“¦ 1.5K Β· ⏱️ 08.02.2024): ``` pip install python-slugify ``` @@ -2233,16 +2203,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
phonenumbers (πŸ₯ˆ34 Β· ⭐ 3.7K) - Python port of Googles libphonenumber. Apache-2 -- [GitHub](https://github.com/daviddrysdale/python-phonenumbers) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 440 Β· πŸ“‹ 200 - 6% open Β· ⏱️ 16.01.2026): +- [GitHub](https://github.com/daviddrysdale/python-phonenumbers) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 440 Β· πŸ“‹ 200 - 6% open Β· ⏱️ 30.01.2026): ``` git clone https://github.com/daviddrysdale/python-phonenumbers ``` -- [PyPi](https://pypi.org/project/phonenumbers) (πŸ“₯ 17M / month Β· πŸ“¦ 790 Β· ⏱️ 16.01.2026): +- [PyPi](https://pypi.org/project/phonenumbers) (πŸ“₯ 21M / month Β· πŸ“¦ 800 Β· ⏱️ 04.02.2026): ``` pip install phonenumbers ``` -- [Conda](https://anaconda.org/conda-forge/phonenumbers) (πŸ“₯ 1.7M Β· ⏱️ 17.01.2026): +- [Conda](https://anaconda.org/conda-forge/phonenumbers) (πŸ“₯ 1.7M Β· ⏱️ 04.02.2026): ``` conda install -c conda-forge phonenumbers ``` @@ -2254,31 +2224,47 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/jaraco/inflect ``` -- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 18M / month Β· πŸ“¦ 720 Β· ⏱️ 28.12.2024): +- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 21M / month Β· πŸ“¦ 720 Β· ⏱️ 28.12.2024): ``` pip install inflect ``` -- [Conda](https://anaconda.org/conda-forge/inflect) (πŸ“₯ 680K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/inflect) (πŸ“₯ 690K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge inflect ```
pyahocorasick (πŸ₯‰30 Β· ⭐ 1.1K) - Python module (C extension and plain python) implementing Aho-.. BSD-3 -- [GitHub](https://github.com/WojciechMula/pyahocorasick) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 140 Β· πŸ“₯ 770 Β· πŸ“¦ 4.1K Β· πŸ“‹ 140 - 21% open Β· ⏱️ 17.12.2025): +- [GitHub](https://github.com/WojciechMula/pyahocorasick) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 140 Β· πŸ“₯ 780 Β· πŸ“¦ 4.1K Β· πŸ“‹ 140 - 21% open Β· ⏱️ 17.12.2025): ``` git clone https://github.com/WojciechMula/pyahocorasick ``` -- [PyPi](https://pypi.org/project/pyahocorasick) (πŸ“₯ 5.2M / month Β· πŸ“¦ 220 Β· ⏱️ 17.12.2025): +- [PyPi](https://pypi.org/project/pyahocorasick) (πŸ“₯ 6.2M / month Β· πŸ“¦ 220 Β· ⏱️ 17.12.2025): ``` pip install pyahocorasick ``` -- [Conda](https://anaconda.org/conda-forge/pyahocorasick) (πŸ“₯ 440K Β· ⏱️ 18.12.2025): +- [Conda](https://anaconda.org/conda-forge/pyahocorasick) (πŸ“₯ 450K Β· ⏱️ 18.12.2025): ``` conda install -c conda-forge pyahocorasick ```
+
coolname (πŸ₯‰27 Β· ⭐ 170 Β· πŸ“ˆ) - Random Name and Slug Generator. BSD-2 + +- [GitHub](https://github.com/alexanderlukanin13/coolname) (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 14 Β· πŸ“¦ 4K Β· πŸ“‹ 12 - 25% open Β· ⏱️ 29.01.2026): + + ``` + git clone https://github.com/alexanderlukanin13/coolname + ``` +- [PyPi](https://pypi.org/project/coolname) (πŸ“₯ 3M / month Β· πŸ“¦ 140 Β· ⏱️ 28.01.2026): + ``` + pip install coolname + ``` +- [Conda](https://anaconda.org/conda-forge/coolname) (πŸ“₯ 190K Β· ⏱️ 30.01.2026): + ``` + conda install -c conda-forge coolname + ``` +
price-parser (πŸ₯‰22 Β· ⭐ 350) - Extract price amount and currency symbol from a raw text string. BSD-3 - [GitHub](https://github.com/scrapinghub/price-parser) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 52 Β· πŸ“¦ 530 Β· πŸ“‹ 42 - 61% open Β· ⏱️ 06.10.2025): @@ -2286,15 +2272,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/scrapinghub/price-parser ``` -- [PyPi](https://pypi.org/project/price-parser) (πŸ“₯ 230K / month Β· πŸ“¦ 39 Β· ⏱️ 06.10.2025): +- [PyPi](https://pypi.org/project/price-parser) (πŸ“₯ 330K / month Β· πŸ“¦ 39 Β· ⏱️ 06.10.2025): ``` pip install price-parser ```
-
Show 4 hidden projects... +
Show 3 hidden projects... - humanize (πŸ₯ˆ33 Β· ⭐ 1.7K Β· πŸ’€) - python humanize functions. MIT -- coolname (πŸ₯‰24 Β· ⭐ 170 Β· πŸ’€) - Random Name and Slug Generator. BSD-2 - awesome-slugify (πŸ₯‰20 Β· ⭐ 490 Β· πŸ’€) - Python flexible slugify function. ❗️GPL-3.0 - millify (πŸ₯‰16 Β· ⭐ 110 Β· πŸ’€) - Convert long numbers into a human-readable format in Python. MIT
@@ -2316,28 +2301,28 @@ _Libraries for connecting to, operating, and querying databases._
boto3 (πŸ₯‡49 Β· ⭐ 9.7K) - Boto3, an AWS SDK for Python. Apache-2 -- [GitHub](https://github.com/boto/boto3) (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 1.9K Β· πŸ“¦ 590K Β· πŸ“‹ 3.6K - 4% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/boto/boto3) (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 2K Β· πŸ“¦ 590K Β· πŸ“‹ 3.6K - 4% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/boto/boto3 ``` -- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 1.4B / month Β· πŸ“¦ 18K Β· ⏱️ 21.01.2026): +- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 1.6B / month Β· πŸ“¦ 18K Β· ⏱️ 04.02.2026): ``` pip install boto3 ``` -- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 29M Β· ⏱️ 22.01.2026): +- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 29M Β· ⏱️ 05.02.2026): ``` conda install -c conda-forge boto3 ```
SQLAlchemy (πŸ₯‡46 Β· ⭐ 11K) - The Database Toolkit for Python. MIT -- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (πŸ‘¨β€πŸ’» 810 Β· πŸ”€ 1.6K Β· πŸ“₯ 7.5K Β· πŸ“¦ 1.2M Β· πŸ“‹ 8.2K - 2% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (πŸ‘¨β€πŸ’» 810 Β· πŸ”€ 1.6K Β· πŸ“₯ 8.1K Β· πŸ“¦ 1.2M Β· πŸ“‹ 8.2K - 2% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/sqlalchemy/sqlalchemy ``` -- [PyPi](https://pypi.org/project/SQLAlchemy) (πŸ“₯ 240M / month Β· πŸ“¦ 17K Β· ⏱️ 21.01.2026): +- [PyPi](https://pypi.org/project/SQLAlchemy) (πŸ“₯ 270M / month Β· πŸ“¦ 17K Β· ⏱️ 21.01.2026): ``` pip install SQLAlchemy ``` @@ -2348,12 +2333,12 @@ _Libraries for connecting to, operating, and querying databases._
azure-storage-blob (πŸ₯‡44 Β· ⭐ 5.5K) - This repository is for active development of the Azure SDK.. MIT -- [GitHub](https://github.com/Azure/azure-sdk-for-python) (πŸ‘¨β€πŸ’» 890 Β· πŸ”€ 3.2K Β· πŸ“¦ 2.7K Β· πŸ“‹ 12K - 8% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/Azure/azure-sdk-for-python) (πŸ‘¨β€πŸ’» 890 Β· πŸ”€ 3.2K Β· πŸ“¦ 2.7K Β· πŸ“‹ 12K - 8% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/Azure/azure-sdk-for-python ``` -- [PyPi](https://pypi.org/project/azure-storage-blob) (πŸ“₯ 93M / month Β· πŸ“¦ 1.5K Β· ⏱️ 06.01.2026): +- [PyPi](https://pypi.org/project/azure-storage-blob) (πŸ“₯ 100M / month Β· πŸ“¦ 1.6K Β· ⏱️ 27.01.2026): ``` pip install azure-storage-blob ``` @@ -2364,28 +2349,28 @@ _Libraries for connecting to, operating, and querying databases._
redis (πŸ₯‡43 Β· ⭐ 13K) - Redis Python client. MIT -- [GitHub](https://github.com/redis/redis-py) (πŸ‘¨β€πŸ’» 520 Β· πŸ”€ 2.6K Β· πŸ“‹ 1.9K - 7% open Β· ⏱️ 20.01.2026): +- [GitHub](https://github.com/redis/redis-py) (πŸ‘¨β€πŸ’» 530 Β· πŸ”€ 2.6K Β· πŸ“‹ 1.9K - 7% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/redis/redis-py ``` -- [PyPi](https://pypi.org/project/redis) (πŸ“₯ 120M / month Β· πŸ“¦ 8.6K Β· ⏱️ 19.11.2025): +- [PyPi](https://pypi.org/project/redis) (πŸ“₯ 130M / month Β· πŸ“¦ 8.6K Β· ⏱️ 19.11.2025): ``` pip install redis ``` -- [Conda](https://anaconda.org/conda-forge/redis-py) (πŸ“₯ 1.7M Β· ⏱️ 19.11.2025): +- [Conda](https://anaconda.org/conda-forge/redis-py) (πŸ“₯ 1.8M Β· ⏱️ 19.11.2025): ``` conda install -c conda-forge redis-py ```
-
peewee (πŸ₯‡42 Β· ⭐ 12K) - a small, expressive orm -- supports postgresql, mysql, sqlite and.. MIT +
peewee (πŸ₯‡43 Β· ⭐ 12K) - a small, expressive orm -- supports postgresql, mysql, sqlite and.. MIT -- [GitHub](https://github.com/coleifer/peewee) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.4K Β· πŸ“¦ 51K Β· ⏱️ 19.01.2026): +- [GitHub](https://github.com/coleifer/peewee) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.4K Β· πŸ“¦ 51K Β· ⏱️ 04.02.2026): ``` git clone https://github.com/coleifer/peewee ``` -- [PyPi](https://pypi.org/project/peewee) (πŸ“₯ 14M / month Β· πŸ“¦ 1.2K Β· ⏱️ 07.01.2026): +- [PyPi](https://pypi.org/project/peewee) (πŸ“₯ 25M / month Β· πŸ“¦ 1.2K Β· ⏱️ 07.01.2026): ``` pip install peewee ``` @@ -2394,36 +2379,36 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge peewee ```
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elasticsearch (πŸ₯‡42 Β· ⭐ 4.4K) - Official Python client for Elasticsearch. Apache-2 +
google-cloud-storage (πŸ₯‡42 Β· ⭐ 5.2K) - Google Cloud Client Library for Python. Apache-2 -- [GitHub](https://github.com/elastic/elasticsearch-py) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 1.2K Β· πŸ“₯ 5.7K Β· πŸ“¦ 64K Β· πŸ“‹ 1.2K - 5% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/googleapis/google-cloud-python) (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 1.6K Β· πŸ“‹ 4.4K - 13% open Β· ⏱️ 04.02.2026): ``` - git clone https://github.com/elastic/elasticsearch-py + git clone https://github.com/googleapis/google-cloud-python ``` -- [PyPi](https://pypi.org/project/elasticsearch) (πŸ“₯ 49M / month Β· πŸ“¦ 2K Β· ⏱️ 12.01.2026): +- [PyPi](https://pypi.org/project/google-cloud-storage) (πŸ“₯ 180M / month Β· πŸ“¦ 2.7K Β· ⏱️ 02.02.2026): ``` - pip install elasticsearch + pip install google-cloud-storage ``` -- [Conda](https://anaconda.org/conda-forge/elasticsearch) (πŸ“₯ 1.5M Β· ⏱️ 23.12.2025): +- [Conda](https://anaconda.org/conda-forge/google-cloud-storage) (πŸ“₯ 6.3M Β· ⏱️ 02.02.2026): ``` - conda install -c conda-forge elasticsearch + conda install -c conda-forge google-cloud-storage ```
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google-cloud-storage (πŸ₯‡41 Β· ⭐ 5.2K Β· πŸ“‰) - Google Cloud Client Library for Python. Apache-2 +
elasticsearch (πŸ₯‡42 Β· ⭐ 4.4K) - Official Python client for Elasticsearch. Apache-2 -- [GitHub](https://github.com/googleapis/google-cloud-python) (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 1.6K Β· πŸ“‹ 4.4K - 13% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/elastic/elasticsearch-py) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 1.2K Β· πŸ“₯ 5.5K Β· πŸ“¦ 64K Β· πŸ“‹ 1.2K - 5% open Β· ⏱️ 05.02.2026): ``` - git clone https://github.com/googleapis/google-cloud-python + git clone https://github.com/elastic/elasticsearch-py ``` -- [PyPi](https://pypi.org/project/google-cloud-storage) (πŸ“₯ 160M / month Β· πŸ“¦ 2.6K Β· ⏱️ 14.01.2026): +- [PyPi](https://pypi.org/project/elasticsearch) (πŸ“₯ 49M / month Β· πŸ“¦ 2K Β· ⏱️ 03.02.2026): ``` - pip install google-cloud-storage + pip install elasticsearch ``` -- [Conda](https://anaconda.org/conda-forge/google-cloud-storage) (πŸ“₯ 6.2M Β· ⏱️ 14.01.2026): +- [Conda](https://anaconda.org/conda-forge/elasticsearch) (πŸ“₯ 1.6M Β· ⏱️ 04.02.2026): ``` - conda install -c conda-forge google-cloud-storage + conda install -c conda-forge elasticsearch ```
kafka-python (πŸ₯ˆ40 Β· ⭐ 5.9K) - Python client for Apache Kafka. Apache-2 @@ -2433,7 +2418,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/dpkp/kafka-python ``` -- [PyPi](https://pypi.org/project/kafka-python) (πŸ“₯ 21M / month Β· πŸ“¦ 890 Β· ⏱️ 21.11.2025): +- [PyPi](https://pypi.org/project/kafka-python) (πŸ“₯ 23M / month Β· πŸ“¦ 890 Β· ⏱️ 21.11.2025): ``` pip install kafka-python ``` @@ -2444,108 +2429,108 @@ _Libraries for connecting to, operating, and querying databases._
alembic (πŸ₯ˆ40 Β· ⭐ 3.9K) - A database migrations tool for SQLAlchemy. MIT -- [GitHub](https://github.com/sqlalchemy/alembic) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 300 Β· πŸ“¦ 330K Β· πŸ“‹ 1.2K - 9% open Β· ⏱️ 14.01.2026): +- [GitHub](https://github.com/sqlalchemy/alembic) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 310 Β· πŸ“¦ 330K Β· πŸ“‹ 1.2K - 9% open Β· ⏱️ 31.01.2026): ``` git clone https://github.com/sqlalchemy/alembic ``` -- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 110M / month Β· πŸ“¦ 2.8K Β· ⏱️ 14.01.2026): +- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 130M / month Β· πŸ“¦ 2.9K Β· ⏱️ 29.01.2026): ``` pip install alembic ``` -- [Conda](https://anaconda.org/conda-forge/alembic) (πŸ“₯ 9.2M Β· ⏱️ 15.01.2026): +- [Conda](https://anaconda.org/conda-forge/alembic) (πŸ“₯ 9.3M Β· ⏱️ 30.01.2026): ``` conda install -c conda-forge alembic ```
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PyMySQL (πŸ₯ˆ39 Β· ⭐ 7.8K) - MySQL client library for Python. MIT - -- [GitHub](https://github.com/PyMySQL/PyMySQL) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 1.4K Β· πŸ“¦ 290K Β· πŸ“‹ 680 - 3% open Β· ⏱️ 24.08.2025): - - ``` - git clone https://github.com/PyMySQL/PyMySQL - ``` -- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 65M / month Β· πŸ“¦ 1.8K Β· ⏱️ 24.08.2025): - ``` - pip install PyMySQL - ``` -- [Conda](https://anaconda.org/conda-forge/pymysql) (πŸ“₯ 2M Β· ⏱️ 25.08.2025): - ``` - conda install -c conda-forge pymysql - ``` -
Ibis (πŸ₯ˆ39 Β· ⭐ 6.4K) - the portable Python dataframe library. Apache-2 -- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 510 Β· πŸ”€ 690 Β· πŸ“₯ 420 Β· πŸ“¦ 5.2K Β· πŸ“‹ 3.6K - 13% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 520 Β· πŸ”€ 700 Β· πŸ“₯ 450 Β· πŸ“¦ 5.2K Β· πŸ“‹ 3.6K - 12% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/ibis-project/ibis ``` -- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 940K / month Β· πŸ“¦ 130 Β· ⏱️ 18.01.2026): +- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 1.2M / month Β· πŸ“¦ 130 Β· ⏱️ 01.02.2026): ``` pip install ibis-framework ``` -- [Conda](https://anaconda.org/conda-forge/ibis-framework) (πŸ“₯ 690K Β· ⏱️ 15.10.2025): +- [Conda](https://anaconda.org/conda-forge/ibis-framework) (πŸ“₯ 710K Β· ⏱️ 15.10.2025): ``` conda install -c conda-forge ibis-framework ```
pymongo (πŸ₯ˆ39 Β· ⭐ 4.3K) - PyMongo - the Official MongoDB Python driver. Apache-2 -- [GitHub](https://github.com/mongodb/mongo-python-driver) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.1K Β· πŸ“₯ 3.9K Β· ⏱️ 20.01.2026): +- [GitHub](https://github.com/mongodb/mongo-python-driver) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.1K Β· πŸ“₯ 4.9K Β· ⏱️ 03.02.2026): ``` git clone https://github.com/mongodb/mongo-python-driver ``` -- [PyPi](https://pypi.org/project/pymongo) (πŸ“₯ 70M / month Β· πŸ“¦ 5.9K Β· ⏱️ 07.01.2026): +- [PyPi](https://pypi.org/project/pymongo) (πŸ“₯ 74M / month Β· πŸ“¦ 5.9K Β· ⏱️ 07.01.2026): ``` pip install pymongo ``` -- [Conda](https://anaconda.org/conda-forge/pymongo) (πŸ“₯ 5.5M Β· ⏱️ 11.01.2026): +- [Conda](https://anaconda.org/conda-forge/pymongo) (πŸ“₯ 5.6M Β· ⏱️ 11.01.2026): ``` conda install -c conda-forge pymongo ```
sqlmodel (πŸ₯ˆ38 Β· ⭐ 18K) - SQL databases in Python, designed for simplicity, compatibility, and.. MIT pydantic -- [GitHub](https://github.com/fastapi/sqlmodel) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 790 Β· πŸ“¦ 30K Β· πŸ“‹ 340 - 17% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/fastapi/sqlmodel) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 800 Β· πŸ“¦ 30K Β· πŸ“‹ 340 - 17% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/tiangolo/sqlmodel ``` -- [PyPi](https://pypi.org/project/sqlmodel) (πŸ“₯ 7.2M / month Β· πŸ“¦ 1.2K Β· ⏱️ 28.12.2025): +- [PyPi](https://pypi.org/project/sqlmodel) (πŸ“₯ 9.3M / month Β· πŸ“¦ 1.3K Β· ⏱️ 01.02.2026): ``` pip install sqlmodel ``` -- [Conda](https://anaconda.org/conda-forge/sqlmodel) (πŸ“₯ 120K Β· ⏱️ 29.12.2025): +- [Conda](https://anaconda.org/conda-forge/sqlmodel) (πŸ“₯ 120K Β· ⏱️ 02.02.2026): ``` conda install -c conda-forge sqlmodel ```
+
PyMySQL (πŸ₯ˆ38 Β· ⭐ 7.8K) - MySQL client library for Python. MIT + +- [GitHub](https://github.com/PyMySQL/PyMySQL) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 1.4K Β· πŸ“¦ 290K Β· πŸ“‹ 680 - 3% open Β· ⏱️ 24.08.2025): + + ``` + git clone https://github.com/PyMySQL/PyMySQL + ``` +- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 72M / month Β· πŸ“¦ 1.8K Β· ⏱️ 24.08.2025): + ``` + pip install PyMySQL + ``` +- [Conda](https://anaconda.org/conda-forge/pymysql) (πŸ“₯ 2M Β· ⏱️ 25.08.2025): + ``` + conda install -c conda-forge pymysql + ``` +
AWS Data Wrangler (πŸ₯ˆ38 Β· ⭐ 4.1K) - pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 -- [GitHub](https://github.com/aws/aws-sdk-pandas) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 720 Β· πŸ“₯ 430K Β· πŸ“¦ 2.5K Β· πŸ“‹ 1.3K - 2% open Β· ⏱️ 15.01.2026): +- [GitHub](https://github.com/aws/aws-sdk-pandas) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 720 Β· πŸ“₯ 430K Β· πŸ“¦ 2.5K Β· πŸ“‹ 1.3K - 2% open Β· ⏱️ 02.02.2026): ``` git clone https://github.com/awslabs/aws-data-wrangler ``` -- [PyPi](https://pypi.org/project/awswrangler) (πŸ“₯ 75M / month Β· πŸ“¦ 140 Β· ⏱️ 13.01.2026): +- [PyPi](https://pypi.org/project/awswrangler) (πŸ“₯ 77M / month Β· πŸ“¦ 140 Β· ⏱️ 13.01.2026): ``` pip install awswrangler ``` -- [Conda](https://anaconda.org/conda-forge/awswrangler) (πŸ“₯ 770K Β· ⏱️ 14.01.2026): +- [Conda](https://anaconda.org/conda-forge/awswrangler) (πŸ“₯ 780K Β· ⏱️ 14.01.2026): ``` conda install -c conda-forge awswrangler ```
python-bigquery (πŸ₯ˆ38 Β· ⭐ 790) - Google BigQuery API client library. Apache-2 -- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 320 Β· πŸ“¦ 51K Β· πŸ“‹ 750 - 8% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 320 Β· πŸ“¦ 52K Β· πŸ“‹ 750 - 8% open Β· ⏱️ 29.01.2026): ``` git clone https://github.com/googleapis/python-bigquery ``` -- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 100M / month Β· πŸ“¦ 1.4K Β· ⏱️ 08.01.2026): +- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 120M / month Β· πŸ“¦ 1.4K Β· ⏱️ 08.01.2026): ``` pip install google-cloud-bigquery ``` @@ -2554,14 +2539,14 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge google-cloud-bigquery ```
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confluent-kafka-python (πŸ₯ˆ38 Β· ⭐ 430) - Confluents Kafka Python Client. Apache-2 +
confluent-kafka-python (πŸ₯ˆ38 Β· ⭐ 440) - Confluents Kafka Python Client. Apache-2 -- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 940 Β· πŸ“¦ 17K Β· πŸ“‹ 1.3K - 14% open Β· ⏱️ 20.01.2026): +- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 940 Β· πŸ“¦ 17K Β· πŸ“‹ 1.3K - 14% open Β· ⏱️ 27.01.2026): ``` git clone https://github.com/confluentinc/confluent-kafka-python ``` -- [PyPi](https://pypi.org/project/confluent-kafka) (πŸ“₯ 41M / month Β· πŸ“¦ 800 Β· ⏱️ 05.01.2026): +- [PyPi](https://pypi.org/project/confluent-kafka) (πŸ“₯ 45M / month Β· πŸ“¦ 800 Β· ⏱️ 05.01.2026): ``` pip install confluent-kafka ``` @@ -2570,36 +2555,36 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge python-confluent-kafka ```
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s3fs (πŸ₯ˆ37 Β· ⭐ 1K) - S3 Filesystem. BSD-3 +
s3transfer (πŸ₯ˆ37 Β· ⭐ 230) - Amazon S3 Transfer Manager for Python. Apache-2 -- [GitHub](https://github.com/fsspec/s3fs) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 290 Β· πŸ“¦ 27K Β· πŸ“‹ 530 - 32% open Β· ⏱️ 19.01.2026): +- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 150 Β· πŸ“¦ 370K Β· πŸ“‹ 110 - 61% open Β· ⏱️ 05.12.2025): ``` - git clone https://github.com/fsspec/s3fs + git clone https://github.com/boto/s3transfer ``` -- [PyPi](https://pypi.org/project/s3fs) (πŸ“₯ 530M / month Β· πŸ“¦ 1.6K Β· ⏱️ 09.01.2026): +- [PyPi](https://pypi.org/project/s3transfer) (πŸ“₯ 660M / month Β· πŸ“¦ 880 Β· ⏱️ 01.12.2025): ``` - pip install s3fs + pip install s3transfer ``` -- [Conda](https://anaconda.org/conda-forge/s3fs) (πŸ“₯ 9.2M Β· ⏱️ 10.01.2026): +- [Conda](https://anaconda.org/conda-forge/s3transfer) (πŸ“₯ 26M Β· ⏱️ 01.12.2025): ``` - conda install -c conda-forge s3fs + conda install -c conda-forge s3transfer ```
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s3transfer (πŸ₯ˆ37 Β· ⭐ 230) - Amazon S3 Transfer Manager for Python. Apache-2 +
tortoise-orm (πŸ₯ˆ36 Β· ⭐ 5.5K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2 -- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 150 Β· πŸ“¦ 370K Β· πŸ“‹ 100 - 60% open Β· ⏱️ 05.12.2025): +- [GitHub](https://github.com/tortoise/tortoise-orm) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 450 Β· πŸ“₯ 18 Β· πŸ“¦ 10K Β· πŸ“‹ 1.3K - 40% open Β· ⏱️ 03.02.2026): ``` - git clone https://github.com/boto/s3transfer + git clone https://github.com/tortoise/tortoise-orm ``` -- [PyPi](https://pypi.org/project/s3transfer) (πŸ“₯ 600M / month Β· πŸ“¦ 880 Β· ⏱️ 01.12.2025): +- [PyPi](https://pypi.org/project/tortoise-orm) (πŸ“₯ 450K / month Β· πŸ“¦ 320 Β· ⏱️ 02.02.2026): ``` - pip install s3transfer + pip install tortoise-orm ``` -- [Conda](https://anaconda.org/conda-forge/s3transfer) (πŸ“₯ 25M Β· ⏱️ 01.12.2025): +- [Conda](https://anaconda.org/conda-forge/tortoise-orm) (πŸ“₯ 53K Β· ⏱️ 30.12.2025): ``` - conda install -c conda-forge s3transfer + conda install -c conda-forge tortoise-orm ```
MongoEngine (πŸ₯ˆ36 Β· ⭐ 4.4K) - A Python Object-Document-Mapper for working with MongoDB. MIT @@ -2609,77 +2594,77 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/MongoEngine/mongoengine ``` -- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 1.5M / month Β· πŸ“¦ 400 Β· ⏱️ 19.09.2024): +- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 1.9M / month Β· πŸ“¦ 400 Β· ⏱️ 19.09.2024): ``` pip install mongoengine ``` -- [Conda](https://anaconda.org/conda-forge/mongoengine) (πŸ“₯ 530K Β· ⏱️ 09.07.2025): +- [Conda](https://anaconda.org/conda-forge/mongoengine) (πŸ“₯ 540K Β· ⏱️ 09.07.2025): ``` conda install -c conda-forge mongoengine ```
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Prometheus Client (πŸ₯ˆ36 Β· ⭐ 4.3K) - Prometheus instrumentation library for Python.. Apache-2 +
s3fs (πŸ₯ˆ36 Β· ⭐ 1K) - S3 Filesystem. BSD-3 -- [GitHub](https://github.com/prometheus/client_python) (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 840 Β· πŸ“‹ 600 - 22% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/fsspec/s3fs) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 290 Β· πŸ“¦ 27K Β· πŸ“‹ 530 - 32% open Β· ⏱️ 02.02.2026): ``` - git clone https://github.com/prometheus/client_python + git clone https://github.com/fsspec/s3fs ``` -- [PyPi](https://pypi.org/project/prometheus_client) (πŸ“₯ 93M / month Β· πŸ“¦ 3K Β· ⏱️ 14.01.2026): +- [PyPi](https://pypi.org/project/s3fs) (πŸ“₯ 540M / month Β· πŸ“¦ 1.6K Β· ⏱️ 09.01.2026): ``` - pip install prometheus_client + pip install s3fs ``` -- [Conda](https://anaconda.org/conda-forge/prometheus_client) (πŸ“₯ 23M Β· ⏱️ 15.01.2026): +- [Conda](https://anaconda.org/conda-forge/s3fs) (πŸ“₯ 9.3M Β· ⏱️ 10.01.2026): ``` - conda install -c conda-forge prometheus_client + conda install -c conda-forge s3fs ```
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PyPika (πŸ₯ˆ36 Β· ⭐ 2.9K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2 +
Prometheus Client (πŸ₯ˆ35 Β· ⭐ 4.3K) - Prometheus instrumentation library for Python.. Apache-2 -- [GitHub](https://github.com/kayak/pypika) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 320 Β· πŸ“¦ 44K Β· πŸ“‹ 500 - 46% open Β· ⏱️ 14.01.2026): +- [GitHub](https://github.com/prometheus/client_python) (πŸ‘¨β€πŸ’» 170 Β· πŸ”€ 840 Β· πŸ“‹ 600 - 22% open Β· ⏱️ 21.01.2026): ``` - git clone https://github.com/kayak/pypika + git clone https://github.com/prometheus/client_python ``` -- [PyPi](https://pypi.org/project/pypika) (πŸ“₯ 5.5M / month Β· πŸ“¦ 230 Β· ⏱️ 14.01.2026): +- [PyPi](https://pypi.org/project/prometheus_client) (πŸ“₯ 110M / month Β· πŸ“¦ 3K Β· ⏱️ 14.01.2026): ``` - pip install pypika + pip install prometheus_client ``` -- [Conda](https://anaconda.org/conda-forge/pypika) (πŸ“₯ 94K Β· ⏱️ 14.01.2026): +- [Conda](https://anaconda.org/conda-forge/prometheus_client) (πŸ“₯ 23M Β· ⏱️ 15.01.2026): ``` - conda install -c conda-forge pypika + conda install -c conda-forge prometheus_client ```
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tortoise-orm (πŸ₯ˆ35 Β· ⭐ 5.5K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2 +
Elasticsearch DSL (πŸ₯ˆ35 Β· ⭐ 3.9K Β· πŸ’€) - High level Python client for Elasticsearch. Apache-2 -- [GitHub](https://github.com/tortoise/tortoise-orm) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 440 Β· πŸ“₯ 18 Β· πŸ“¦ 10K Β· πŸ“‹ 1.3K - 40% open Β· ⏱️ 14.01.2026): +- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 800 Β· πŸ“₯ 300 Β· πŸ“¦ 12K Β· πŸ“‹ 1.3K - 3% open Β· ⏱️ 18.04.2025): ``` - git clone https://github.com/tortoise/tortoise-orm + git clone https://github.com/elastic/elasticsearch-dsl-py ``` -- [PyPi](https://pypi.org/project/tortoise-orm) (πŸ“₯ 360K / month Β· πŸ“¦ 320 Β· ⏱️ 24.12.2025): +- [PyPi](https://pypi.org/project/elasticsearch-dsl) (πŸ“₯ 7.8M / month Β· πŸ“¦ 380 Β· ⏱️ 16.04.2025): ``` - pip install tortoise-orm + pip install elasticsearch-dsl ``` -- [Conda](https://anaconda.org/conda-forge/tortoise-orm) (πŸ“₯ 52K Β· ⏱️ 30.12.2025): +- [Conda](https://anaconda.org/anaconda/elasticsearch-dsl) (πŸ“₯ 14K Β· ⏱️ 22.04.2025): ``` - conda install -c conda-forge tortoise-orm + conda install -c anaconda elasticsearch-dsl ```
-
Elasticsearch DSL (πŸ₯ˆ35 Β· ⭐ 3.9K Β· πŸ’€) - High level Python client for Elasticsearch. Apache-2 +
PyPika (πŸ₯ˆ35 Β· ⭐ 2.9K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2 -- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 800 Β· πŸ“₯ 290 Β· πŸ“¦ 12K Β· πŸ“‹ 1.3K - 3% open Β· ⏱️ 18.04.2025): +- [GitHub](https://github.com/kayak/pypika) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 320 Β· πŸ“¦ 44K Β· πŸ“‹ 500 - 46% open Β· ⏱️ 04.02.2026): ``` - git clone https://github.com/elastic/elasticsearch-dsl-py + git clone https://github.com/kayak/pypika ``` -- [PyPi](https://pypi.org/project/elasticsearch-dsl) (πŸ“₯ 8.2M / month Β· πŸ“¦ 380 Β· ⏱️ 16.04.2025): +- [PyPi](https://pypi.org/project/pypika) (πŸ“₯ 7.5M / month Β· πŸ“¦ 230 Β· ⏱️ 04.02.2026): ``` - pip install elasticsearch-dsl + pip install pypika ``` -- [Conda](https://anaconda.org/anaconda/elasticsearch-dsl) (πŸ“₯ 14K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/pypika) (πŸ“₯ 95K Β· ⏱️ 02.02.2026): ``` - conda install -c anaconda elasticsearch-dsl + conda install -c conda-forge pypika ```
mysqlclient (πŸ₯ˆ35 Β· ⭐ 2.5K Β· πŸ’€) - MySQL/MariaDB connector for Python. ❗️GPL-2.0 @@ -2689,23 +2674,23 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/PyMySQL/mysqlclient ``` -- [PyPi](https://pypi.org/project/mysqlclient) (πŸ“₯ 20M / month Β· πŸ“¦ 900 Β· ⏱️ 10.01.2025): +- [PyPi](https://pypi.org/project/mysqlclient) (πŸ“₯ 21M / month Β· πŸ“¦ 900 Β· ⏱️ 10.01.2025): ``` pip install mysqlclient ``` -- [Conda](https://anaconda.org/conda-forge/mysqlclient) (πŸ“₯ 800K Β· ⏱️ 05.01.2026): +- [Conda](https://anaconda.org/conda-forge/mysqlclient) (πŸ“₯ 810K Β· ⏱️ 05.01.2026): ``` conda install -c conda-forge mysqlclient ```
Motor (πŸ₯ˆ35 Β· ⭐ 2.5K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2 -- [GitHub](https://github.com/mongodb/motor) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 210 Β· πŸ“₯ 74 Β· πŸ“¦ 130K Β· ⏱️ 20.01.2026): +- [GitHub](https://github.com/mongodb/motor) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 210 Β· πŸ“₯ 120 Β· πŸ“¦ 130K Β· ⏱️ 02.02.2026): ``` git clone https://github.com/mongodb/motor ``` -- [PyPi](https://pypi.org/project/motor) (πŸ“₯ 6.4M / month Β· πŸ“¦ 750 Β· ⏱️ 14.05.2025): +- [PyPi](https://pypi.org/project/motor) (πŸ“₯ 7.6M / month Β· πŸ“¦ 750 Β· ⏱️ 14.05.2025): ``` pip install motor ``` @@ -2721,11 +2706,11 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/datastax/python-driver ``` -- [PyPi](https://pypi.org/project/cassandra-driver) (πŸ“₯ 6.1M / month Β· πŸ“¦ 260 Β· ⏱️ 22.10.2025): +- [PyPi](https://pypi.org/project/cassandra-driver) (πŸ“₯ 4.9M / month Β· πŸ“¦ 260 Β· ⏱️ 22.10.2025): ``` pip install cassandra-driver ``` -- [Conda](https://anaconda.org/conda-forge/cassandra-driver) (πŸ“₯ 510K Β· ⏱️ 22.10.2025): +- [Conda](https://anaconda.org/conda-forge/cassandra-driver) (πŸ“₯ 520K Β· ⏱️ 22.10.2025): ``` conda install -c conda-forge cassandra-driver ``` @@ -2737,7 +2722,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/minio/minio-py ``` -- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 6.7M / month Β· πŸ“¦ 820 Β· ⏱️ 27.11.2025): +- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 7.6M / month Β· πŸ“¦ 820 Β· ⏱️ 27.11.2025): ``` pip install minio ``` @@ -2746,6 +2731,18 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge minio ```
+
libcloud (πŸ₯‰32 Β· ⭐ 2.1K) - Apache Libcloud is a Python library that hides differences between.. Apache-2 + +- [GitHub](https://github.com/apache/libcloud) (πŸ‘¨β€πŸ’» 490 Β· πŸ”€ 930 Β· πŸ“‹ 240 - 44% open Β· ⏱️ 30.01.2026): + + ``` + git clone https://github.com/apache/libcloud + ``` +- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 290K / month Β· πŸ“¦ 180 Β· ⏱️ 10.08.2023): + ``` + pip install apache-libcloud + ``` +
cx-Oracle (πŸ₯‰32 Β· ⭐ 900 Β· πŸ’€) - Obsolete Python interface to Oracle Database, now superseded by.. BSD-3 - [GitHub](https://github.com/oracle/python-cx_Oracle) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 360 Β· πŸ“¦ 9.1K Β· πŸ“‹ 650 - 3% open Β· ⏱️ 26.05.2025): @@ -2753,34 +2750,34 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/oracle/python-cx_Oracle ``` -- [PyPi](https://pypi.org/project/cx-Oracle) (πŸ“₯ 4.7M / month Β· πŸ“¦ 430 Β· ⏱️ 20.07.2023): +- [PyPi](https://pypi.org/project/cx-Oracle) (πŸ“₯ 4.9M / month Β· πŸ“¦ 430 Β· ⏱️ 20.07.2023): ``` pip install cx-Oracle ``` -- [Conda](https://anaconda.org/conda-forge/cx_oracle) (πŸ“₯ 980K Β· ⏱️ 15.01.2026): +- [Conda](https://anaconda.org/conda-forge/cx_oracle) (πŸ“₯ 990K Β· ⏱️ 15.01.2026): ``` conda install -c conda-forge cx_oracle ```
pysolr (πŸ₯‰32 Β· ⭐ 700) - Pysolr Python Solr client. BSD-3 -- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 340 Β· πŸ“¦ 3.9K Β· πŸ“‹ 160 - 19% open Β· ⏱️ 13.01.2026): +- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 340 Β· πŸ“¦ 3.9K Β· πŸ“‹ 170 - 19% open Β· ⏱️ 03.02.2026): ``` git clone https://github.com/django-haystack/pysolr ``` -- [PyPi](https://pypi.org/project/pysolr) (πŸ“₯ 350K / month Β· πŸ“¦ 87 Β· ⏱️ 18.11.2025): +- [PyPi](https://pypi.org/project/pysolr) (πŸ“₯ 310K / month Β· πŸ“¦ 87 Β· ⏱️ 18.11.2025): ``` pip install pysolr ``` -- [Conda](https://anaconda.org/conda-forge/pysolr) (πŸ“₯ 66K Β· ⏱️ 18.11.2025): +- [Conda](https://anaconda.org/conda-forge/pysolr) (πŸ“₯ 69K Β· ⏱️ 18.11.2025): ``` conda install -c conda-forge pysolr ```
pandas-gbq (πŸ₯‰32 Β· ⭐ 490) - Google BigQuery connector for pandas. BSD-3 -- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 57 Β· πŸ”€ 130 Β· πŸ“₯ 580 Β· πŸ“‹ 390 - 0% open Β· ⏱️ 05.01.2026): +- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 57 Β· πŸ”€ 130 Β· πŸ“₯ 590 Β· πŸ“‹ 400 - 0% open Β· ⏱️ 05.01.2026): ``` git clone https://github.com/googleapis/python-bigquery-pandas @@ -2789,7 +2786,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install pandas-gbq ``` -- [Conda](https://anaconda.org/conda-forge/pandas-gbq) (πŸ“₯ 2.2M Β· ⏱️ 01.05.2025): +- [Conda](https://anaconda.org/conda-forge/pandas-gbq) (πŸ“₯ 2.3M Β· ⏱️ 01.05.2025): ``` conda install -c conda-forge pandas-gbq ``` @@ -2801,7 +2798,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/pudo/dataset ``` -- [PyPi](https://pypi.org/project/dataset) (πŸ“₯ 1.1M / month Β· πŸ“¦ 130 Β· ⏱️ 12.07.2023): +- [PyPi](https://pypi.org/project/dataset) (πŸ“₯ 1.3M / month Β· πŸ“¦ 130 Β· ⏱️ 12.07.2023): ``` pip install dataset ``` @@ -2810,30 +2807,30 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge dataset ```
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Pony (πŸ₯‰31 Β· ⭐ 3.8K) - Pony Object Relational Mapper. Apache-2 +
Pony (πŸ₯‰31 Β· ⭐ 3.8K Β· πŸ’€) - Pony Object Relational Mapper. Apache-2 -- [GitHub](https://github.com/ponyorm/pony) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 250 Β· πŸ“₯ 220 Β· πŸ“¦ 4.6K Β· πŸ“‹ 670 - 49% open Β· ⏱️ 03.07.2025): +- [GitHub](https://github.com/ponyorm/pony) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 250 Β· πŸ“₯ 230 Β· πŸ“¦ 4.6K Β· πŸ“‹ 670 - 49% open Β· ⏱️ 03.07.2025): ``` git clone https://github.com/ponyorm/pony ``` -- [PyPi](https://pypi.org/project/pony) (πŸ“₯ 140K / month Β· πŸ“¦ 170 Β· ⏱️ 27.08.2024): +- [PyPi](https://pypi.org/project/pony) (πŸ“₯ 160K / month Β· πŸ“¦ 170 Β· ⏱️ 27.08.2024): ``` pip install pony ``` -- [Conda](https://anaconda.org/conda-forge/pony) (πŸ“₯ 180K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/pony) (πŸ“₯ 190K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge pony ```
PynamoDB (πŸ₯‰31 Β· ⭐ 2.6K) - A pythonic interface to Amazons DynamoDB. MIT -- [GitHub](https://github.com/pynamodb/PynamoDB) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 430 Β· πŸ“¦ 2K Β· πŸ“‹ 680 - 43% open Β· ⏱️ 06.01.2026): +- [GitHub](https://github.com/pynamodb/PynamoDB) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 430 Β· πŸ“¦ 2K Β· πŸ“‹ 700 - 45% open Β· ⏱️ 06.01.2026): ``` git clone https://github.com/pynamodb/PynamoDB ``` -- [PyPi](https://pypi.org/project/pynamodb) (πŸ“₯ 3.5M / month Β· πŸ“¦ 86 Β· ⏱️ 02.06.2025): +- [PyPi](https://pypi.org/project/pynamodb) (πŸ“₯ 3.9M / month Β· πŸ“¦ 86 Β· ⏱️ 02.06.2025): ``` pip install pynamodb ``` @@ -2842,18 +2839,6 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pynamodb ```
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libcloud (πŸ₯‰31 Β· ⭐ 2.1K Β· πŸ“ˆ) - Apache Libcloud is a Python library which hides differences.. Apache-2 - -- [GitHub](https://github.com/apache/libcloud) (πŸ‘¨β€πŸ’» 490 Β· πŸ”€ 930 Β· πŸ“‹ 240 - 45% open Β· ⏱️ 16.01.2026): - - ``` - git clone https://github.com/apache/libcloud - ``` -- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 240K / month Β· πŸ“¦ 180 Β· ⏱️ 10.08.2023): - ``` - pip install apache-libcloud - ``` -
pygsheets (πŸ₯‰31 Β· ⭐ 1.5K Β· πŸ’€) - Google Sheets Python API v4. MIT - [GitHub](https://github.com/nithinmurali/pygsheets) (πŸ‘¨β€πŸ’» 97 Β· πŸ”€ 220 Β· πŸ“¦ 3.1K Β· πŸ“‹ 410 - 16% open Β· ⏱️ 10.06.2025): @@ -2861,47 +2846,47 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/nithinmurali/pygsheets ``` -- [PyPi](https://pypi.org/project/pygsheets) (πŸ“₯ 2.1M / month Β· πŸ“¦ 77 Β· ⏱️ 30.11.2022): +- [PyPi](https://pypi.org/project/pygsheets) (πŸ“₯ 2.3M / month Β· πŸ“¦ 77 Β· ⏱️ 30.11.2022): ``` pip install pygsheets ```
piccolos (πŸ₯‰30 Β· ⭐ 1.9K) - A fast, user friendly ORM and query builder which supports asyncio. MIT -- [GitHub](https://github.com/piccolo-orm/piccolo) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 96 Β· πŸ“¦ 510 Β· πŸ“‹ 560 - 18% open Β· ⏱️ 11.01.2026): +- [GitHub](https://github.com/piccolo-orm/piccolo) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 96 Β· πŸ“¦ 510 Β· πŸ“‹ 580 - 18% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/piccolo-orm/piccolo ``` -- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 73K / month Β· πŸ“¦ 17 Β· ⏱️ 21.10.2025): +- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 110K / month Β· πŸ“¦ 17 Β· ⏱️ 21.10.2025): ``` pip install piccolo ```
neo4j-driver (πŸ₯‰30 Β· ⭐ 1K) - Neo4j Bolt driver for Python. Apache-2 -- [GitHub](https://github.com/neo4j/neo4j-python-driver) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 200 Β· πŸ“‹ 260 - 0% open Β· ⏱️ 12.01.2026): +- [GitHub](https://github.com/neo4j/neo4j-python-driver) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 200 Β· πŸ“‹ 260 - 0% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/neo4j/neo4j-python-driver ``` -- [PyPi](https://pypi.org/project/neo4j-driver) (πŸ“₯ 120K / month Β· πŸ“¦ 63 Β· ⏱️ 12.01.2026): +- [PyPi](https://pypi.org/project/neo4j-driver) (πŸ“₯ 140K / month Β· πŸ“¦ 63 Β· ⏱️ 12.01.2026): ``` pip install neo4j-driver ``` -- [Conda](https://anaconda.org/conda-forge/neo4j-python-driver) (πŸ“₯ 380K Β· ⏱️ 13.01.2026): +- [Conda](https://anaconda.org/conda-forge/neo4j-python-driver) (πŸ“₯ 390K Β· ⏱️ 13.01.2026): ``` conda install -c conda-forge neo4j-python-driver ```
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ODMantic (πŸ₯‰29 Β· ⭐ 1.2K Β· πŸ“ˆ) - Sync and Async ODM (Object Document Mapper) for MongoDB based on.. ISC +
ODMantic (πŸ₯‰29 Β· ⭐ 1.2K) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC -- [GitHub](https://github.com/art049/odmantic) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 92 Β· πŸ“¦ 3.6K Β· πŸ“‹ 220 - 58% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/art049/odmantic) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 92 Β· πŸ“¦ 3.6K Β· πŸ“‹ 200 - 55% open Β· ⏱️ 25.01.2026): ``` git clone https://github.com/art049/odmantic ``` -- [PyPi](https://pypi.org/project/odmantic) (πŸ“₯ 63K / month Β· πŸ“¦ 24 Β· ⏱️ 21.01.2026): +- [PyPi](https://pypi.org/project/odmantic) (πŸ“₯ 77K / month Β· πŸ“¦ 24 Β· ⏱️ 24.01.2026): ``` pip install odmantic ``` @@ -2913,11 +2898,11 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/python-happybase/happybase ``` -- [PyPi](https://pypi.org/project/happybase) (πŸ“₯ 41K / month Β· πŸ“¦ 44 Β· ⏱️ 26.09.2025): +- [PyPi](https://pypi.org/project/happybase) (πŸ“₯ 52K / month Β· πŸ“¦ 44 Β· ⏱️ 26.09.2025): ``` pip install happybase ``` -- [Conda](https://anaconda.org/conda-forge/happybase) (πŸ“₯ 250K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/happybase) (πŸ“₯ 260K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge happybase ``` @@ -2929,7 +2914,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/Scille/umongo ``` -- [PyPi](https://pypi.org/project/umongo) (πŸ“₯ 40K / month Β· πŸ“¦ 9 Β· ⏱️ 06.10.2025): +- [PyPi](https://pypi.org/project/umongo) (πŸ“₯ 41K / month Β· πŸ“¦ 9 Β· ⏱️ 06.10.2025): ``` pip install umongo ``` @@ -2940,31 +2925,31 @@ _Libraries for connecting to, operating, and querying databases._
prisma (πŸ₯‰25 Β· ⭐ 2.1K Β· πŸ’€) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2 -- [GitHub](https://github.com/RobertCraigie/prisma-client-py) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 89 Β· πŸ“‹ 440 - 53% open Β· ⏱️ 23.03.2025): +- [GitHub](https://github.com/RobertCraigie/prisma-client-py) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 88 Β· πŸ“‹ 440 - 53% open Β· ⏱️ 23.03.2025): ``` git clone https://github.com/RobertCraigie/prisma-client-py ``` -- [PyPi](https://pypi.org/project/prisma) (πŸ“₯ 450K / month Β· πŸ“¦ 24 Β· ⏱️ 16.08.2024): +- [PyPi](https://pypi.org/project/prisma) (πŸ“₯ 610K / month Β· πŸ“¦ 24 Β· ⏱️ 16.08.2024): ``` pip install prisma ```
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PugSQL (πŸ₯‰23 Β· ⭐ 760) - A HugSQL-inspired database library for Python. Apache-2 +
PugSQL (πŸ₯‰23 Β· ⭐ 770) - A HugSQL-inspired database library for Python. Apache-2 - [GitHub](https://github.com/mcfunley/pugsql) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 28 Β· πŸ“₯ 38 Β· πŸ“¦ 84 Β· πŸ“‹ 54 - 48% open Β· ⏱️ 04.12.2025): ``` git clone https://github.com/mcfunley/pugsql ``` -- [PyPi](https://pypi.org/project/pugsql) (πŸ“₯ 18K / month Β· πŸ“¦ 3 Β· ⏱️ 04.12.2025): +- [PyPi](https://pypi.org/project/pugsql) (πŸ“₯ 25K / month Β· πŸ“¦ 3 Β· ⏱️ 04.12.2025): ``` pip install pugsql ```
psycopg3 (πŸ₯‰20 Β· ⭐ 2.3K) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0 -- [GitHub](https://github.com/psycopg/psycopg) (πŸ‘¨β€πŸ’» 89 Β· πŸ”€ 210 Β· πŸ“‹ 660 - 6% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/psycopg/psycopg) (πŸ‘¨β€πŸ’» 90 Β· πŸ”€ 210 Β· πŸ“‹ 660 - 6% open Β· ⏱️ 01.02.2026): ``` git clone https://github.com/psycopg/psycopg @@ -3002,18 +2987,18 @@ _Libraries for connecting to, operating, and querying databases._ _Libraries for loading, collecting, and extracting data from a variety of data sources and formats._ -
Datasets (πŸ₯‡44 Β· ⭐ 21K Β· πŸ“‰) - The largest hub of ready-to-use datasets for AI models with.. Apache-2 +
Datasets (πŸ₯‡44 Β· ⭐ 21K) - The largest hub of ready-to-use datasets for AI models with fast,.. Apache-2 -- [GitHub](https://github.com/huggingface/datasets) (πŸ‘¨β€πŸ’» 640 Β· πŸ”€ 3.1K Β· πŸ“¦ 120K Β· πŸ“‹ 3.4K - 30% open Β· ⏱️ 16.01.2026): +- [GitHub](https://github.com/huggingface/datasets) (πŸ‘¨β€πŸ’» 640 Β· πŸ”€ 3.1K Β· πŸ“¦ 120K Β· πŸ“‹ 3.4K - 30% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/huggingface/datasets ``` -- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 47M / month Β· πŸ“¦ 4.6K Β· ⏱️ 14.01.2026): +- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 59M / month Β· πŸ“¦ 4.6K Β· ⏱️ 14.01.2026): ``` pip install datasets ``` -- [Conda](https://anaconda.org/conda-forge/datasets) (πŸ“₯ 2.5M Β· ⏱️ 19.12.2025): +- [Conda](https://anaconda.org/conda-forge/datasets) (πŸ“₯ 2.6M Β· ⏱️ 22.01.2026): ``` conda install -c conda-forge datasets ``` @@ -3025,7 +3010,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/joke2k/faker ``` -- [PyPi](https://pypi.org/project/Faker) (πŸ“₯ 40M / month Β· πŸ“¦ 2.9K Β· ⏱️ 13.01.2026): +- [PyPi](https://pypi.org/project/Faker) (πŸ“₯ 50M / month Β· πŸ“¦ 2.9K Β· ⏱️ 13.01.2026): ``` pip install Faker ``` @@ -3034,66 +3019,66 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge faker ```
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xlwings (πŸ₯‡37 Β· ⭐ 3.3K) - xlwings is a Python library that makes it easy to call Python from.. BSD-3 +
Tablib (πŸ₯‡37 Β· ⭐ 4.8K) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT -- [GitHub](https://github.com/xlwings/xlwings) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 520 Β· πŸ“₯ 13K Β· πŸ“¦ 34K Β· πŸ“‹ 2K - 20% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/jazzband/tablib) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 590 Β· πŸ“¦ 130K Β· πŸ“‹ 270 - 12% open Β· ⏱️ 15.10.2025): ``` - git clone https://github.com/xlwings/xlwings + git clone https://github.com/jazzband/tablib ``` -- [PyPi](https://pypi.org/project/xlwings) (πŸ“₯ 460K / month Β· πŸ“¦ 250 Β· ⏱️ 21.01.2026): +- [PyPi](https://pypi.org/project/tablib) (πŸ“₯ 3.8M / month Β· πŸ“¦ 210 Β· ⏱️ 15.10.2025): ``` - pip install xlwings + pip install tablib ``` -- [Conda](https://anaconda.org/conda-forge/xlwings) (πŸ“₯ 1.7M Β· ⏱️ 19.12.2025): +- [Conda](https://anaconda.org/conda-forge/tablib) (πŸ“₯ 230K Β· ⏱️ 15.10.2025): ``` - conda install -c conda-forge xlwings + conda install -c conda-forge tablib ```
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xmltodict (πŸ₯ˆ36 Β· ⭐ 5.7K) - Python module that makes working with XML feel like you are working.. MIT +
xlwings (πŸ₯‡37 Β· ⭐ 3.3K) - xlwings is a Python library that makes it easy to call Python from.. BSD-3 -- [GitHub](https://github.com/martinblech/xmltodict) (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 460 Β· πŸ“₯ 44 Β· πŸ“¦ 85K Β· πŸ“‹ 260 - 0% open Β· ⏱️ 27.10.2025): +- [GitHub](https://github.com/xlwings/xlwings) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 520 Β· πŸ“₯ 13K Β· πŸ“¦ 34K Β· πŸ“‹ 2K - 20% open Β· ⏱️ 26.01.2026): ``` - git clone https://github.com/martinblech/xmltodict + git clone https://github.com/xlwings/xlwings ``` -- [PyPi](https://pypi.org/project/xmltodict) (πŸ“₯ 83M / month Β· πŸ“¦ 3.7K Β· ⏱️ 17.09.2025): +- [PyPi](https://pypi.org/project/xlwings) (πŸ“₯ 550K / month Β· πŸ“¦ 250 Β· ⏱️ 21.01.2026): ``` - pip install xmltodict + pip install xlwings ``` -- [Conda](https://anaconda.org/conda-forge/xmltodict) (πŸ“₯ 6.1M Β· ⏱️ 18.09.2025): +- [Conda](https://anaconda.org/conda-forge/xlwings) (πŸ“₯ 1.7M Β· ⏱️ 23.01.2026): ``` - conda install -c conda-forge xmltodict + conda install -c conda-forge xlwings ```
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Tablib (πŸ₯ˆ36 Β· ⭐ 4.8K) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT +
xmltodict (πŸ₯ˆ36 Β· ⭐ 5.7K) - Python module that makes working with XML feel like you are working.. MIT -- [GitHub](https://github.com/jazzband/tablib) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 590 Β· πŸ“¦ 130K Β· πŸ“‹ 270 - 12% open Β· ⏱️ 15.10.2025): +- [GitHub](https://github.com/martinblech/xmltodict) (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 460 Β· πŸ“₯ 49 Β· πŸ“¦ 85K Β· πŸ“‹ 260 - 0% open Β· ⏱️ 27.10.2025): ``` - git clone https://github.com/jazzband/tablib + git clone https://github.com/martinblech/xmltodict ``` -- [PyPi](https://pypi.org/project/tablib) (πŸ“₯ 2.9M / month Β· πŸ“¦ 210 Β· ⏱️ 15.10.2025): +- [PyPi](https://pypi.org/project/xmltodict) (πŸ“₯ 95M / month Β· πŸ“¦ 3.7K Β· ⏱️ 17.09.2025): ``` - pip install tablib + pip install xmltodict ``` -- [Conda](https://anaconda.org/conda-forge/tablib) (πŸ“₯ 220K Β· ⏱️ 15.10.2025): +- [Conda](https://anaconda.org/conda-forge/xmltodict) (πŸ“₯ 6.2M Β· ⏱️ 18.09.2025): ``` - conda install -c conda-forge tablib + conda install -c conda-forge xmltodict ```
smart-open (πŸ₯ˆ35 Β· ⭐ 3.4K) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT -- [GitHub](https://github.com/piskvorky/smart_open) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 390 Β· πŸ“₯ 66 Β· πŸ“‹ 420 - 3% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/piskvorky/smart_open) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 390 Β· πŸ“₯ 66 Β· πŸ“‹ 420 - 3% open Β· ⏱️ 28.01.2026): ``` git clone https://github.com/RaRe-Technologies/smart_open ``` -- [PyPi](https://pypi.org/project/smart-open) (πŸ“₯ 50M / month Β· πŸ“¦ 650 Β· ⏱️ 08.11.2025): +- [PyPi](https://pypi.org/project/smart-open) (πŸ“₯ 58M / month Β· πŸ“¦ 650 Β· ⏱️ 08.11.2025): ``` pip install smart-open ``` -- [Conda](https://anaconda.org/conda-forge/smart_open) (πŸ“₯ 3.9M Β· ⏱️ 08.11.2025): +- [Conda](https://anaconda.org/conda-forge/smart_open) (πŸ“₯ 4M Β· ⏱️ 08.11.2025): ``` conda install -c conda-forge smart_open ``` @@ -3105,11 +3090,11 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/ahupp/python-magic ``` -- [PyPi](https://pypi.org/project/python-magic) (πŸ“₯ 17M / month Β· πŸ“¦ 1.5K Β· ⏱️ 07.06.2022): +- [PyPi](https://pypi.org/project/python-magic) (πŸ“₯ 22M / month Β· πŸ“¦ 1.5K Β· ⏱️ 07.06.2022): ``` pip install python-magic ``` -- [Conda](https://anaconda.org/conda-forge/python-magic) (πŸ“₯ 650K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/python-magic) (πŸ“₯ 660K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge python-magic ``` @@ -3121,23 +3106,23 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/wireservice/csvkit ``` -- [PyPi](https://pypi.org/project/csvkit) (πŸ“₯ 260K / month Β· πŸ“¦ 49 Β· ⏱️ 15.12.2025): +- [PyPi](https://pypi.org/project/csvkit) (πŸ“₯ 320K / month Β· πŸ“¦ 49 Β· ⏱️ 15.12.2025): ``` pip install csvkit ``` -- [Conda](https://anaconda.org/conda-forge/csvkit) (πŸ“₯ 230K Β· ⏱️ 15.12.2025): +- [Conda](https://anaconda.org/conda-forge/csvkit) (πŸ“₯ 240K Β· ⏱️ 15.12.2025): ``` conda install -c conda-forge csvkit ```
gdown (πŸ₯ˆ33 Β· ⭐ 5.1K) - Google Drive Public File Downloader when Curl/Wget Fails. MIT -- [GitHub](https://github.com/wkentaro/gdown) (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 400 Β· πŸ“¦ 58K Β· πŸ“‹ 200 - 31% open Β· ⏱️ 11.01.2026): +- [GitHub](https://github.com/wkentaro/gdown) (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 410 Β· πŸ“¦ 59K Β· πŸ“‹ 200 - 31% open Β· ⏱️ 11.01.2026): ``` git clone https://github.com/wkentaro/gdown ``` -- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 3.4M / month Β· πŸ“¦ 1.3K Β· ⏱️ 11.01.2026): +- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 4M / month Β· πŸ“¦ 1.3K Β· ⏱️ 11.01.2026): ``` pip install gdown ``` @@ -3153,7 +3138,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/python-excel/xlrd ``` -- [PyPi](https://pypi.org/project/xlrd) (πŸ“₯ 42M / month Β· πŸ“¦ 3.5K Β· ⏱️ 14.06.2025): +- [PyPi](https://pypi.org/project/xlrd) (πŸ“₯ 47M / month Β· πŸ“¦ 3.5K Β· ⏱️ 14.06.2025): ``` pip install xlrd ``` @@ -3162,72 +3147,88 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge xlrd ```
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pandas-datareader (πŸ₯ˆ32 Β· ⭐ 3.1K Β· πŸ’€) - Extract data from a wide range of Internet sources.. BSD-3 +
pandas-datareader (πŸ₯ˆ32 Β· ⭐ 3.2K Β· πŸ’€) - Extract data from a wide range of Internet sources.. BSD-3 - [GitHub](https://github.com/pydata/pandas-datareader) (πŸ‘¨β€πŸ’» 92 Β· πŸ”€ 680 Β· πŸ“¦ 31K Β· πŸ“‹ 560 - 26% open Β· ⏱️ 03.04.2025): ``` git clone https://github.com/pydata/pandas-datareader ``` -- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 490K / month Β· πŸ“¦ 270 Β· ⏱️ 13.07.2021): +- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 560K / month Β· πŸ“¦ 270 Β· ⏱️ 13.07.2021): ``` pip install pandas-datareader ``` -- [Conda](https://anaconda.org/conda-forge/pandas-datareader) (πŸ“₯ 550K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/pandas-datareader) (πŸ“₯ 560K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge pandas-datareader ```
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camelot (πŸ₯‰31 Β· ⭐ 3.6K) - A Python library to extract tabular data from PDFs. MIT +
camelot (πŸ₯‰30 Β· ⭐ 3.6K) - A Python library to extract tabular data from PDFs. MIT -- [GitHub](https://github.com/camelot-dev/camelot) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 500 Β· πŸ“₯ 280 Β· πŸ“¦ 3.5K Β· πŸ“‹ 390 - 57% open Β· ⏱️ 10.01.2026): +- [GitHub](https://github.com/camelot-dev/camelot) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 500 Β· πŸ“₯ 450 Β· πŸ“¦ 3.5K Β· πŸ“‹ 390 - 57% open Β· ⏱️ 10.01.2026): ``` git clone https://github.com/camelot-dev/camelot ``` -- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 4.9K / month Β· πŸ“¦ 6 Β· ⏱️ 15.12.2021): +- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 6.1K / month Β· πŸ“¦ 6 Β· ⏱️ 15.12.2021): ``` pip install camelot ```
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Intake (πŸ₯‰30 Β· ⭐ 1.1K) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2 +
Intake (πŸ₯‰29 Β· ⭐ 1.1K) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2 - [GitHub](https://github.com/intake/intake) (πŸ‘¨β€πŸ’» 94 Β· πŸ”€ 150 Β· πŸ“¦ 3.6K Β· πŸ“‹ 400 - 28% open Β· ⏱️ 13.11.2025): ``` git clone https://github.com/intake/intake ``` -- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 230K / month Β· πŸ“¦ 180 Β· ⏱️ 14.01.2025): +- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 340K / month Β· πŸ“¦ 180 Β· ⏱️ 14.01.2025): ``` pip install intake ``` -- [Conda](https://anaconda.org/conda-forge/intake) (πŸ“₯ 830K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/intake) (πŸ“₯ 840K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge intake ```
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img2dataset (πŸ₯‰28 Β· ⭐ 4.3K) - Easily turn large sets of image urls to an image dataset. Can.. MIT +
Singer (πŸ₯‰28 Β· ⭐ 1.3K) - Standard for moving data between databases, web APIs, files,.. ❗️AGPL-3.0 -- [GitHub](https://github.com/rom1504/img2dataset) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 370 Β· πŸ“₯ 2.6K Β· πŸ“¦ 280 Β· πŸ“‹ 300 - 48% open Β· ⏱️ 16.08.2025): +- [GitHub](https://github.com/singer-io/getting-started) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 150 Β· πŸ“‹ 48 - 60% open Β· ⏱️ 08.08.2025): ``` - git clone https://github.com/rom1504/img2dataset + git clone https://github.com/singer-io/getting-started ``` -- [PyPi](https://pypi.org/project/img2dataset) (πŸ“₯ 9K / month Β· πŸ“¦ 6 Β· ⏱️ 09.08.2025): +- [PyPi](https://pypi.org/project/singer-python) (πŸ“₯ 4.4M / month Β· πŸ“¦ 300 Β· ⏱️ 02.02.2026): ``` - pip install img2dataset + pip install singer-python ```
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Singer (πŸ₯‰27 Β· ⭐ 1.3K) - Standard for moving data between databases, web APIs, files,.. ❗️AGPL-3.0 +
textract (πŸ₯‰27 Β· ⭐ 4.4K) - extract text from any document. no muss. no fuss. MIT -- [GitHub](https://github.com/singer-io/getting-started) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 150 Β· πŸ“‹ 48 - 60% open Β· ⏱️ 08.08.2025): +- [GitHub](https://github.com/deanmalmgren/textract) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 630 Β· πŸ“‹ 280 - 50% open Β· ⏱️ 04.02.2026): ``` - git clone https://github.com/singer-io/getting-started + git clone https://github.com/deanmalmgren/textract ``` -- [PyPi](https://pypi.org/project/singer-python) (πŸ“₯ 3.9M / month Β· πŸ“¦ 300 Β· ⏱️ 22.10.2025): +- [PyPi](https://pypi.org/project/textract) (πŸ“₯ 300K / month Β· πŸ“¦ 63 Β· ⏱️ 10.03.2022): ``` - pip install singer-python + pip install textract + ``` +- [Conda](https://anaconda.org/conda-forge/textract) (πŸ“₯ 100K Β· ⏱️ 22.04.2025): + ``` + conda install -c conda-forge textract + ``` +
+
img2dataset (πŸ₯‰27 Β· ⭐ 4.4K) - Easily turn large sets of image urls to an image dataset. Can.. MIT + +- [GitHub](https://github.com/rom1504/img2dataset) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 370 Β· πŸ“₯ 2.6K Β· πŸ“¦ 280 Β· πŸ“‹ 300 - 47% open Β· ⏱️ 16.08.2025): + + ``` + git clone https://github.com/rom1504/img2dataset + ``` +- [PyPi](https://pypi.org/project/img2dataset) (πŸ“₯ 18K / month Β· πŸ“¦ 6 Β· ⏱️ 09.08.2025): + ``` + pip install img2dataset ```
pyexcel-xlsx (πŸ₯‰24 Β· ⭐ 120 Β· πŸ’€) - A wrapper library to read, manipulate and write data in xlsx.. BSD-3 @@ -3237,7 +3238,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/pyexcel/pyexcel-xlsx ``` -- [PyPi](https://pypi.org/project/pyexcel-xlsx) (πŸ“₯ 710K / month Β· πŸ“¦ 75 Β· ⏱️ 05.03.2025): +- [PyPi](https://pypi.org/project/pyexcel-xlsx) (πŸ“₯ 950K / month Β· πŸ“¦ 75 Β· ⏱️ 05.03.2025): ``` pip install pyexcel-xlsx ``` @@ -3253,31 +3254,19 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/turicas/rows ``` -- [PyPi](https://pypi.org/project/rows) (πŸ“₯ 660 / month Β· πŸ“¦ 6 Β· ⏱️ 15.12.2021): +- [PyPi](https://pypi.org/project/rows) (πŸ“₯ 690 / month Β· πŸ“¦ 6 Β· ⏱️ 15.12.2021): ``` pip install rows ```
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excalibur (πŸ₯‰22 Β· ⭐ 1.8K Β· πŸ’€) - A web interface to extract tabular data from PDFs. MIT - -- [GitHub](https://github.com/camelot-dev/excalibur) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 240 Β· πŸ“₯ 14K Β· πŸ“¦ 92 Β· πŸ“‹ 160 - 74% open Β· ⏱️ 03.01.2025): - - ``` - git clone https://github.com/camelot-dev/excalibur - ``` -- [PyPi](https://pypi.org/project/excalibur-py) (πŸ“₯ 670 / month Β· ⏱️ 03.01.2025): - ``` - pip install excalibur-py - ``` -
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Upgini (πŸ₯‰22 Β· ⭐ 350) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3 +
Upgini (πŸ₯‰21 Β· ⭐ 350) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3 - [GitHub](https://github.com/upgini/upgini) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 26 Β· πŸ“¦ 11 Β· ⏱️ 20.11.2025): ``` git clone https://github.com/upgini/upgini ``` -- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 12K / month Β· ⏱️ 26.12.2025): +- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 11K / month Β· ⏱️ 26.12.2025): ``` pip install upgini ``` @@ -3289,38 +3278,23 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/simonw/csvs-to-sqlite ``` -- [PyPi](https://pypi.org/project/csvs-to-sqlite) (πŸ“₯ 450 / month Β· πŸ“¦ 2 Β· ⏱️ 10.04.2025): +- [PyPi](https://pypi.org/project/csvs-to-sqlite) (πŸ“₯ 570 / month Β· πŸ“¦ 2 Β· ⏱️ 10.04.2025): ``` pip install csvs-to-sqlite ```
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Squirrel (πŸ₯‰13 Β· ⭐ 280 Β· πŸ’€) - A Python library that enables ML teams to share, load, and.. Apache-2 - -- [GitHub](https://github.com/merantix-momentum/squirrel-core) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 8): - - ``` - git clone https://github.com/merantix-momentum/squirrel-core - ``` -- [PyPi](https://pypi.org/project/squirrel-core) (πŸ“₯ 1.2K / month Β· ⏱️ 23.01.2025): - ``` - pip install squirrel-core - ``` -- [Conda](https://anaconda.org/anaconda/squirrel-core) (πŸ“¦ 1 Β· ⏱️ 18.11.2022): - ``` - conda install -c anaconda squirrel-core - ``` -
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Show 9 hidden projects... +
Show 10 hidden projects... -- SDV (πŸ₯ˆ34 Β· ⭐ 3.4K) - Synthetic data generation for tabular data. ❗️SSPL-1.0 +- SDV (πŸ₯ˆ33 Β· ⭐ 3.4K) - Synthetic data generation for tabular data. ❗Unlicensed - PDFMiner (πŸ₯‰30 Β· ⭐ 5.3K Β· πŸ’€) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT - snorkel (πŸ₯‰29 Β· ⭐ 5.9K Β· πŸ’€) - A system for quickly generating training data with weak.. Apache-2 -- textract (πŸ₯‰26 Β· ⭐ 4.4K Β· πŸ’€) - extract text from any document. no muss. no fuss. MIT +- borb (πŸ₯‰27 Β· ⭐ 3.6K Β· πŸ“ˆ) - borb is a library for reading, creating and manipulating PDF.. ❗Unlicensed - tabulator-py (πŸ₯‰26 Β· ⭐ 240 Β· πŸ’€) - Python library for reading and writing tabular data via streams. MIT - messytables (πŸ₯‰24 Β· ⭐ 390 Β· πŸ’€) - Tools for parsing messy tabular data. This is now superseded by.. MIT -- borb (πŸ₯‰23 Β· ⭐ 3.6K) - borb is a library for reading, creating and manipulating PDF files.. ❗Unlicensed - deepdish (πŸ₯‰23 Β· ⭐ 270 Β· πŸ’€) - Flexible HDF5 saving/loading and other data science tools from the.. BSD-3 +- excalibur (πŸ₯‰22 Β· ⭐ 1.8K Β· πŸ’€) - A web interface to extract tabular data from PDFs. MIT - datatest (πŸ₯‰22 Β· ⭐ 300 Β· πŸ’€) - Tools for test driven data-wrangling and data validation. Apache-2 +- Squirrel (πŸ₯‰12 Β· ⭐ 280 Β· πŸ’€) - A Python library that enables ML teams to share, load, and.. Apache-2

@@ -3330,114 +3304,114 @@ _Libraries for loading, collecting, and extracting data from a variety of data s _Libraries for data batch- and stream-processing, workflow automation, job scheduling, and other data pipeline tasks._ -
Airflow (πŸ₯‡49 Β· ⭐ 45K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2 +
Airflow (πŸ₯‡50 Β· ⭐ 45K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2 -- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 4.1K Β· πŸ”€ 16K Β· πŸ“₯ 630K Β· πŸ“¦ 19K Β· πŸ“‹ 14K - 12% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 4.1K Β· πŸ”€ 16K Β· πŸ“₯ 630K Β· πŸ“¦ 19K Β· πŸ“‹ 14K - 12% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/apache/airflow ``` -- [PyPi](https://pypi.org/project/apache-airflow) (πŸ“₯ 15M / month Β· πŸ“¦ 740 Β· ⏱️ 13.01.2026): +- [PyPi](https://pypi.org/project/apache-airflow) (πŸ“₯ 16M / month Β· πŸ“¦ 760 Β· ⏱️ 04.02.2026): ``` pip install apache-airflow ``` -- [Conda](https://anaconda.org/conda-forge/airflow) (πŸ“₯ 1.9M Β· ⏱️ 14.01.2026): +- [Conda](https://anaconda.org/conda-forge/airflow) (πŸ“₯ 1.9M Β· ⏱️ 05.02.2026): ``` conda install -c conda-forge airflow ``` -- [Docker Hub](https://hub.docker.com/r/apache/airflow) (πŸ“₯ 1.6B Β· ⭐ 620 Β· ⏱️ 13.01.2026): +- [Docker Hub](https://hub.docker.com/r/apache/airflow) (πŸ“₯ 1.6B Β· ⭐ 620 Β· ⏱️ 04.02.2026): ``` docker pull apache/airflow ```
Celery (πŸ₯‡47 Β· ⭐ 28K) - Asynchronous task queue/job queue based on distributed message passing. BSD-3 -- [GitHub](https://github.com/celery/celery) (πŸ‘¨β€πŸ’» 1.5K Β· πŸ”€ 4.9K Β· πŸ“¦ 180K Β· πŸ“‹ 5.3K - 14% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/celery/celery) (πŸ‘¨β€πŸ’» 1.5K Β· πŸ”€ 4.9K Β· πŸ“¦ 180K Β· πŸ“‹ 5.3K - 14% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/celery/celery ``` -- [PyPi](https://pypi.org/project/celery) (πŸ“₯ 29M / month Β· πŸ“¦ 2.4K Β· ⏱️ 04.01.2026): +- [PyPi](https://pypi.org/project/celery) (πŸ“₯ 36M / month Β· πŸ“¦ 2.4K Β· ⏱️ 04.01.2026): ``` pip install celery ``` -- [Conda](https://anaconda.org/conda-forge/celery) (πŸ“₯ 2.3M Β· ⏱️ 04.06.2025): +- [Conda](https://anaconda.org/conda-forge/celery) (πŸ“₯ 2.4M Β· ⏱️ 04.06.2025): ``` conda install -c conda-forge celery ```
Beam (πŸ₯‡46 Β· ⭐ 8.5K) - Unified programming model to define and execute data processing.. Apache-2 -- [GitHub](https://github.com/apache/beam) (πŸ‘¨β€πŸ’» 1.9K Β· πŸ”€ 4.5K Β· πŸ“₯ 210K Β· πŸ“¦ 9.4K Β· πŸ“‹ 8.2K - 50% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/apache/beam) (πŸ‘¨β€πŸ’» 1.9K Β· πŸ”€ 4.5K Β· πŸ“₯ 260K Β· πŸ“¦ 9.4K Β· πŸ“‹ 8.2K - 50% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/apache/beam ``` -- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 50M / month Β· πŸ“¦ 180 Β· ⏱️ 16.01.2026): +- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 39M / month Β· πŸ“¦ 180 Β· ⏱️ 22.01.2026): ``` pip install apache-beam ``` -- [Conda](https://anaconda.org/conda-forge/apache-beam-with-aws) (πŸ“₯ 300K Β· ⏱️ 16.12.2025): +- [Conda](https://anaconda.org/conda-forge/apache-beam-with-aws) (πŸ“₯ 300K Β· ⏱️ 25.01.2026): ``` conda install -c conda-forge apache-beam-with-aws ```
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Prefect (πŸ₯‡44 Β· ⭐ 21K) - Prefect is a workflow orchestration framework for building resilient.. Apache-2 +
Prefect (πŸ₯‡44 Β· ⭐ 22K) - Prefect is a workflow orchestration framework for building resilient.. Apache-2 -- [GitHub](https://github.com/PrefectHQ/prefect) (πŸ‘¨β€πŸ’» 650 Β· πŸ”€ 2.1K Β· πŸ“¦ 8K Β· πŸ“‹ 6.8K - 16% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/PrefectHQ/prefect) (πŸ‘¨β€πŸ’» 650 Β· πŸ”€ 2.1K Β· πŸ“¦ 8K Β· πŸ“‹ 6.8K - 15% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/PrefectHQ/prefect ``` -- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 6.7M / month Β· πŸ“¦ 420 Β· ⏱️ 22.01.2026): +- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 7.8M / month Β· πŸ“¦ 430 Β· ⏱️ 05.02.2026): ``` pip install prefect ``` -- [Conda](https://anaconda.org/conda-forge/prefect) (πŸ“₯ 1.1M Β· ⏱️ 21.01.2026): +- [Conda](https://anaconda.org/conda-forge/prefect) (πŸ“₯ 1.1M Β· ⏱️ 30.01.2026): ``` conda install -c conda-forge prefect ```
Dagster (πŸ₯‡43 Β· ⭐ 15K) - An orchestration platform for the development, production, and.. Apache-2 -- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 640 Β· πŸ”€ 1.9K Β· πŸ“₯ 3.1K Β· πŸ“¦ 4.5K Β· πŸ“‹ 8.7K - 31% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 650 Β· πŸ”€ 2K Β· πŸ“₯ 3.3K Β· πŸ“¦ 4.6K Β· πŸ“‹ 8.7K - 31% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/dagster-io/dagster ``` -- [PyPi](https://pypi.org/project/dagster) (πŸ“₯ 3.3M / month Β· πŸ“¦ 310 Β· ⏱️ 15.01.2026): +- [PyPi](https://pypi.org/project/dagster) (πŸ“₯ 4.4M / month Β· πŸ“¦ 310 Β· ⏱️ 30.01.2026): ``` pip install dagster ``` -- [Conda](https://anaconda.org/conda-forge/dagster) (πŸ“₯ 2.6M Β· ⏱️ 15.01.2026): +- [Conda](https://anaconda.org/conda-forge/dagster) (πŸ“₯ 2.6M Β· ⏱️ 01.02.2026): ``` conda install -c conda-forge dagster ```
rq (πŸ₯ˆ41 Β· ⭐ 11K) - Simple job queues for Python. BSD-3 -- [GitHub](https://github.com/rq/rq) (πŸ‘¨β€πŸ’» 350 Β· πŸ”€ 1.5K Β· πŸ“¦ 21K Β· πŸ“‹ 1.2K - 18% open Β· ⏱️ 18.01.2026): +- [GitHub](https://github.com/rq/rq) (πŸ‘¨β€πŸ’» 350 Β· πŸ”€ 1.5K Β· πŸ“¦ 21K Β· πŸ“‹ 1.2K - 18% open Β· ⏱️ 31.01.2026): ``` git clone https://github.com/rq/rq ``` -- [PyPi](https://pypi.org/project/rq) (πŸ“₯ 3.4M / month Β· πŸ“¦ 310 Β· ⏱️ 22.11.2025): +- [PyPi](https://pypi.org/project/rq) (πŸ“₯ 4.4M / month Β· πŸ“¦ 310 Β· ⏱️ 22.11.2025): ``` pip install rq ``` -- [Conda](https://anaconda.org/conda-forge/rq) (πŸ“₯ 210K Β· ⏱️ 21.07.2025): +- [Conda](https://anaconda.org/conda-forge/rq) (πŸ“₯ 220K Β· ⏱️ 21.07.2025): ``` conda install -c conda-forge rq ```
joblib (πŸ₯ˆ41 Β· ⭐ 4.3K) - Computing with Python functions. BSD-3 -- [GitHub](https://github.com/joblib/joblib) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 440 Β· πŸ“₯ 170 Β· πŸ“¦ 720K Β· πŸ“‹ 990 - 42% open Β· ⏱️ 12.01.2026): +- [GitHub](https://github.com/joblib/joblib) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 440 Β· πŸ“₯ 180 Β· πŸ“¦ 720K Β· πŸ“‹ 990 - 42% open Β· ⏱️ 12.01.2026): ``` git clone https://github.com/joblib/joblib ``` -- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 130M / month Β· πŸ“¦ 9.6K Β· ⏱️ 15.12.2025): +- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 150M / month Β· πŸ“¦ 9.6K Β· ⏱️ 15.12.2025): ``` pip install joblib ``` @@ -3448,86 +3422,102 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Great Expectations (πŸ₯ˆ39 Β· ⭐ 11K) - Always know what to expect from your data. Apache-2 -- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 1.7K Β· πŸ“‹ 2.1K - 3% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 1.7K Β· πŸ“‹ 2.1K - 4% open Β· ⏱️ 03.02.2026): ``` git clone https://github.com/great-expectations/great_expectations ``` -- [PyPi](https://pypi.org/project/great_expectations) (πŸ“₯ 23M / month Β· πŸ“¦ 140 Β· ⏱️ 20.01.2026): +- [PyPi](https://pypi.org/project/great_expectations) (πŸ“₯ 24M / month Β· πŸ“¦ 140 Β· ⏱️ 29.01.2026): ``` pip install great_expectations ``` -- [Conda](https://anaconda.org/conda-forge/great-expectations) (πŸ“₯ 1.4M Β· ⏱️ 20.01.2026): +- [Conda](https://anaconda.org/conda-forge/great-expectations) (πŸ“₯ 1.4M Β· ⏱️ 29.01.2026): ``` conda install -c conda-forge great-expectations ```
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luigi (πŸ₯ˆ38 Β· ⭐ 19K Β· πŸ“ˆ) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 +
luigi (πŸ₯ˆ38 Β· ⭐ 19K) - Luigi is a Python module that helps you build complex pipelines of batch.. Apache-2 -- [GitHub](https://github.com/spotify/luigi) (πŸ‘¨β€πŸ’» 630 Β· πŸ”€ 2.4K Β· πŸ“¦ 2.8K Β· πŸ“‹ 1.1K - 14% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/spotify/luigi) (πŸ‘¨β€πŸ’» 630 Β· πŸ”€ 2.4K Β· πŸ“¦ 2.8K Β· πŸ“‹ 1.1K - 15% open Β· ⏱️ 30.01.2026): ``` git clone https://github.com/spotify/luigi ``` -- [PyPi](https://pypi.org/project/luigi) (πŸ“₯ 950K / month Β· πŸ“¦ 170 Β· ⏱️ 17.01.2026): +- [PyPi](https://pypi.org/project/luigi) (πŸ“₯ 1.5M / month Β· πŸ“¦ 170 Β· ⏱️ 27.01.2026): ``` pip install luigi ``` -- [Conda](https://anaconda.org/anaconda/luigi) (πŸ“₯ 22K Β· πŸ“¦ 3 Β· ⏱️ 27.06.2025): +- [Conda](https://anaconda.org/anaconda/luigi) (πŸ“₯ 22K Β· πŸ“¦ 3 Β· ⏱️ 04.02.2026): ``` conda install -c anaconda luigi ```
Kedro (πŸ₯ˆ38 Β· ⭐ 11K) - Kedro is a toolbox for production-ready data science. It uses software.. Apache-2 -- [GitHub](https://github.com/kedro-org/kedro) (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 980 Β· πŸ“¦ 3.2K Β· πŸ“‹ 2.5K - 7% open Β· ⏱️ 20.01.2026): +- [GitHub](https://github.com/kedro-org/kedro) (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 990 Β· πŸ“¦ 3.2K Β· πŸ“‹ 2.5K - 6% open Β· ⏱️ 02.02.2026): ``` git clone https://github.com/kedro-org/kedro ``` -- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 530K / month Β· πŸ“¦ 140 Β· ⏱️ 26.11.2025): +- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 610K / month Β· πŸ“¦ 150 Β· ⏱️ 29.01.2026): ``` pip install kedro ```
Activeloop (πŸ₯ˆ35 Β· ⭐ 9K) - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use.. Apache-2 -- [GitHub](https://github.com/activeloopai/deeplake) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 700 Β· πŸ“₯ 300 Β· πŸ“¦ 3.4K Β· πŸ“‹ 480 - 10% open Β· ⏱️ 20.01.2026): +- [GitHub](https://github.com/activeloopai/deeplake) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 700 Β· πŸ“₯ 330 Β· πŸ“¦ 3.4K Β· πŸ“‹ 480 - 10% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/activeloopai/Hub ``` -- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 12K / month Β· πŸ“¦ 4 Β· ⏱️ 02.02.2023): +- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 13K / month Β· πŸ“¦ 4 Β· ⏱️ 02.02.2023): ``` pip install hub ```
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zenml (πŸ₯ˆ35 Β· ⭐ 5.2K) - ZenML : One AI Platform from Pipelines to Agents. https://zenml.io. Apache-2 +
huey (πŸ₯ˆ34 Β· ⭐ 5.9K) - a little task queue for python. MIT -- [GitHub](https://github.com/zenml-io/zenml) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 570 Β· πŸ“¦ 1.4K Β· πŸ“‹ 550 - 16% open Β· ⏱️ 19.01.2026): +- [GitHub](https://github.com/coleifer/huey) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 390 Β· πŸ“¦ 2.1K Β· ⏱️ 04.02.2026): + + ``` + git clone https://github.com/coleifer/huey + ``` +- [PyPi](https://pypi.org/project/huey) (πŸ“₯ 9.2M / month Β· πŸ“¦ 120 Β· ⏱️ 06.01.2026): + ``` + pip install huey + ``` +- [Conda](https://anaconda.org/conda-forge/huey) (πŸ“₯ 72K Β· ⏱️ 06.01.2026): + ``` + conda install -c conda-forge huey + ``` +
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zenml (πŸ₯ˆ34 Β· ⭐ 5.2K) - ZenML : One AI Platform from Pipelines to Agents. https://zenml.io. Apache-2 + +- [GitHub](https://github.com/zenml-io/zenml) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 570 Β· πŸ“¦ 1.4K Β· πŸ“‹ 570 - 17% open Β· ⏱️ 03.02.2026): ``` git clone https://github.com/zenml-io/zenml ``` -- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 39K / month Β· πŸ“¦ 6 Β· ⏱️ 14.01.2026): +- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 59K / month Β· πŸ“¦ 6 Β· ⏱️ 29.01.2026): ``` pip install zenml ```
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huey (πŸ₯ˆ34 Β· ⭐ 5.9K) - a little task queue for python. MIT +
arq (πŸ₯ˆ32 Β· ⭐ 2.8K) - Fast job queuing and RPC in python with asyncio and redis. MIT -- [GitHub](https://github.com/coleifer/huey) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 390 Β· πŸ“¦ 2.1K Β· ⏱️ 07.01.2026): +- [GitHub](https://github.com/python-arq/arq) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 200 Β· πŸ“¦ 1K Β· πŸ“‹ 250 - 34% open Β· ⏱️ 30.01.2026): ``` - git clone https://github.com/coleifer/huey + git clone https://github.com/samuelcolvin/arq ``` -- [PyPi](https://pypi.org/project/huey) (πŸ“₯ 7.7M / month Β· πŸ“¦ 120 Β· ⏱️ 06.01.2026): +- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 740K / month Β· πŸ“¦ 50 Β· ⏱️ 02.02.2026): ``` - pip install huey + pip install arq ``` -- [Conda](https://anaconda.org/conda-forge/huey) (πŸ“₯ 68K Β· ⏱️ 06.01.2026): +- [Conda](https://anaconda.org/conda-forge/arq) (πŸ“₯ 22K Β· ⏱️ 22.04.2025): ``` - conda install -c conda-forge huey + conda install -c conda-forge arq ```
petl (πŸ₯ˆ32 Β· ⭐ 1.3K) - Python Extract Transform and Load Tables of Data. MIT @@ -3537,23 +3527,23 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/petl-developers/petl ``` -- [PyPi](https://pypi.org/project/petl) (πŸ“₯ 820K / month Β· πŸ“¦ 48 Β· ⏱️ 10.07.2025): +- [PyPi](https://pypi.org/project/petl) (πŸ“₯ 830K / month Β· πŸ“¦ 48 Β· ⏱️ 10.07.2025): ``` pip install petl ``` -- [Conda](https://anaconda.org/conda-forge/petl) (πŸ“₯ 390K Β· ⏱️ 11.07.2025): +- [Conda](https://anaconda.org/conda-forge/petl) (πŸ“₯ 400K Β· ⏱️ 11.07.2025): ``` conda install -c conda-forge petl ```
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CocoIndex (πŸ₯ˆ31 Β· ⭐ 5.9K) - Data transformation framework for AI. Ultra performant, with.. Apache-2 +
CocoIndex (πŸ₯ˆ31 Β· ⭐ 6K) - Data transformation framework for AI. Ultra performant, with.. Apache-2 -- [GitHub](https://github.com/cocoindex-io/cocoindex) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 430 Β· πŸ“¦ 24 Β· πŸ“‹ 260 - 19% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/cocoindex-io/cocoindex) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 440 Β· πŸ“¦ 24 Β· πŸ“‹ 280 - 19% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/cocoindex-io/cocoindex ``` -- [PyPi](https://pypi.org/project/cocoindex) (πŸ“₯ 13K / month Β· πŸ“¦ 1 Β· ⏱️ 21.01.2026): +- [PyPi](https://pypi.org/project/cocoindex) (πŸ“₯ 24K / month Β· πŸ“¦ 3 Β· ⏱️ 31.01.2026): ``` pip install cocoindex ``` @@ -3565,7 +3555,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/combust/mleap ``` -- [PyPi](https://pypi.org/project/mleap) (πŸ“₯ 2M / month Β· πŸ“¦ 11 Β· ⏱️ 12.01.2026): +- [PyPi](https://pypi.org/project/mleap) (πŸ“₯ 2.1M / month Β· πŸ“¦ 11 Β· ⏱️ 12.01.2026): ``` pip install mleap ``` @@ -3574,34 +3564,6 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge mleap ```
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arq (πŸ₯‰30 Β· ⭐ 2.8K) - Fast job queuing and RPC in python with asyncio and redis. MIT - -- [GitHub](https://github.com/python-arq/arq) (πŸ‘¨β€πŸ’» 64 Β· πŸ”€ 190 Β· πŸ“¦ 1K Β· πŸ“‹ 250 - 36% open Β· ⏱️ 18.10.2025): - - ``` - git clone https://github.com/samuelcolvin/arq - ``` -- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 550K / month Β· πŸ“¦ 33 Β· ⏱️ 06.01.2025): - ``` - pip install arq - ``` -- [Conda](https://anaconda.org/conda-forge/arq) (πŸ“₯ 21K Β· ⏱️ 22.04.2025): - ``` - conda install -c conda-forge arq - ``` -
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whylogs (πŸ₯‰27 Β· ⭐ 2.8K Β· πŸ’€) - Open standard for end-to-end data and ML monitoring for any.. Apache-2 - -- [GitHub](https://github.com/whylabs/whylogs) (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 130 Β· πŸ“¦ 380 Β· ⏱️ 10.01.2025): - - ``` - git clone https://github.com/whylabs/whylogs - ``` -- [PyPi](https://pypi.org/project/whylogs) (πŸ“₯ 140K / month Β· πŸ“¦ 8 Β· ⏱️ 03.12.2024): - ``` - pip install whylogs - ``` -
PyFunctional (πŸ₯‰27 Β· ⭐ 2.5K Β· πŸ’€) - Python library for creating data pipelines with chain.. MIT - [GitHub](https://github.com/EntilZha/PyFunctional) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 130 Β· πŸ“¦ 970 Β· πŸ“‹ 140 - 9% open Β· ⏱️ 13.03.2025): @@ -3609,35 +3571,35 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/EntilZha/PyFunctional ``` -- [PyPi](https://pypi.org/project/pyfunctional) (πŸ“₯ 310K / month Β· πŸ“¦ 27 Β· ⏱️ 13.03.2024): +- [PyPi](https://pypi.org/project/pyfunctional) (πŸ“₯ 390K / month Β· πŸ“¦ 27 Β· ⏱️ 13.03.2024): ``` pip install pyfunctional ```
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ploomber (πŸ₯‰25 Β· ⭐ 3.6K Β· πŸ’€) - The fastest way to build data pipelines. Develop iteratively,.. Apache-2 +
ploomber (πŸ₯‰26 Β· ⭐ 3.6K Β· πŸ’€) - The fastest way to build data pipelines. Develop iteratively,.. Apache-2 - [GitHub](https://github.com/ploomber/ploomber) (πŸ‘¨β€πŸ’» 80 Β· πŸ”€ 240 Β· πŸ“‹ 880 - 12% open Β· ⏱️ 29.05.2025): ``` git clone https://github.com/ploomber/ploomber ``` -- [PyPi](https://pypi.org/project/ploomber) (πŸ“₯ 4.9K / month Β· πŸ“¦ 13 Β· ⏱️ 18.09.2024): +- [PyPi](https://pypi.org/project/ploomber) (πŸ“₯ 6K / month Β· πŸ“¦ 13 Β· ⏱️ 18.09.2024): ``` pip install ploomber ``` -- [Conda](https://anaconda.org/conda-forge/ploomber) (πŸ“₯ 170K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/ploomber) (πŸ“₯ 180K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge ploomber ```
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TaskTiger (πŸ₯‰25 Β· ⭐ 1.5K) - Python task queue using Redis. MIT +
TaskTiger (πŸ₯‰26 Β· ⭐ 1.5K) - Python task queue using Redis. MIT - [GitHub](https://github.com/closeio/tasktiger) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 88 Β· πŸ“¦ 33 Β· πŸ“‹ 87 - 50% open Β· ⏱️ 15.01.2026): ``` git clone https://github.com/closeio/tasktiger ``` -- [PyPi](https://pypi.org/project/tasktiger) (πŸ“₯ 6.2K / month Β· πŸ“¦ 2 Β· ⏱️ 15.01.2026): +- [PyPi](https://pypi.org/project/tasktiger) (πŸ“₯ 8.1K / month Β· πŸ“¦ 2 Β· ⏱️ 15.01.2026): ``` pip install tasktiger ``` @@ -3649,19 +3611,19 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/databand-ai/dbnd ``` -- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 110K / month Β· πŸ“¦ 27 Β· ⏱️ 07.10.2025): +- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 120K / month Β· πŸ“¦ 27 Β· ⏱️ 07.10.2025): ``` pip install dbnd ```
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flupy (πŸ₯‰23 Β· ⭐ 200) - Fluent data pipelines for python and your shell. MIT +
flupy (πŸ₯‰23 Β· ⭐ 200 Β· πŸ’€) - Fluent data pipelines for python and your shell. MIT -- [GitHub](https://github.com/olirice/flupy) (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 15 Β· πŸ“¦ 660 Β· πŸ“‹ 21 - 19% open Β· ⏱️ 18.07.2025): +- [GitHub](https://github.com/olirice/flupy) (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 15 Β· πŸ“¦ 670 Β· πŸ“‹ 21 - 19% open Β· ⏱️ 18.07.2025): ``` git clone https://github.com/olirice/flupy ``` -- [PyPi](https://pypi.org/project/flupy) (πŸ“₯ 850K / month Β· πŸ“¦ 4 Β· ⏱️ 15.07.2025): +- [PyPi](https://pypi.org/project/flupy) (πŸ“₯ 1.1M / month Β· πŸ“¦ 4 Β· ⏱️ 15.07.2025): ``` pip install flupy ``` @@ -3673,11 +3635,11 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/pdpipe/pdpipe ``` -- [PyPi](https://pypi.org/project/pdpipe) (πŸ“₯ 1.3K / month Β· πŸ“¦ 14 Β· ⏱️ 01.07.2025): +- [PyPi](https://pypi.org/project/pdpipe) (πŸ“₯ 1.4K / month Β· πŸ“¦ 14 Β· ⏱️ 01.07.2025): ``` pip install pdpipe ``` -- [Conda](https://anaconda.org/conda-forge/pdpipe) (πŸ“₯ 55K Β· ⏱️ 02.07.2025): +- [Conda](https://anaconda.org/conda-forge/pdpipe) (πŸ“₯ 56K Β· ⏱️ 02.07.2025): ``` conda install -c conda-forge pdpipe ``` @@ -3689,31 +3651,44 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/analysiscenter/batchflow ``` -- [PyPi](https://pypi.org/project/batchflow) (πŸ“₯ 440 / month Β· ⏱️ 21.10.2025): +- [PyPi](https://pypi.org/project/batchflow) (πŸ“₯ 560 / month Β· ⏱️ 21.10.2025): ``` pip install batchflow ```
kale (πŸ₯‰20 Β· ⭐ 660) - Kubeflows superfood for Data Scientists. Apache-2 jupyter -- [GitHub](https://github.com/kubeflow/kale) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 140 Β· πŸ“‹ 220 - 13% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/kubeflow/kale) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 140 Β· πŸ“‹ 230 - 18% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/kubeflow-kale/kale ``` -- [PyPi](https://pypi.org/project/kubeflow-kale) (πŸ“₯ 1.1K / month Β· ⏱️ 19.05.2021): +- [PyPi](https://pypi.org/project/kubeflow-kale) (πŸ“₯ 1K / month Β· ⏱️ 19.05.2021): ``` pip install kubeflow-kale ```
+
Botflow (πŸ₯‰16 Β· ⭐ 1.2K) - Python Fast Dataflow programming framework for Data pipeline work( Web.. BSD-3 + +- [GitHub](https://github.com/kkyon/botflow) (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 100 Β· πŸ“¦ 4 Β· πŸ“‹ 5 - 60% open Β· ⏱️ 03.02.2026): + + ``` + git clone https://github.com/kkyon/botflow + ``` +- [PyPi](https://pypi.org/project/botflow) (πŸ“₯ 66 / month Β· ⏱️ 14.09.2018): + ``` + pip install botflow + ``` +
Show 18 hidden projects... - dbt (πŸ₯ˆ37 Β· ⭐ 12K) - dbt enables data analysts and engineers to transform their data using.. ❗Unlicensed - mrjob (πŸ₯ˆ31 Β· ⭐ 2.6K Β· πŸ’€) - Run MapReduce jobs on Hadoop or Amazon Web Services. Apache-2 - faust (πŸ₯‰29 Β· ⭐ 6.8K Β· πŸ’€) - Python Stream Processing. BSD-3 +- whylogs (πŸ₯‰27 Β· ⭐ 2.8K Β· πŸ’€) - Open standard for end-to-end data and ML monitoring for any.. Apache-2 - bonobo (πŸ₯‰25 Β· ⭐ 1.6K Β· πŸ’€) - Extract Transform Load for Python 3.5+. Apache-2 +- Pypeline (πŸ₯‰25 Β· ⭐ 1.6K Β· πŸ’€) - Concurrent data pipelines in Python . MIT - streamparse (πŸ₯‰25 Β· ⭐ 1.5K Β· πŸ’€) - Run Python in Apache Storm topologies. Pythonic API, CLI.. Apache-2 -- Pypeline (πŸ₯‰24 Β· ⭐ 1.6K Β· πŸ’€) - Concurrent data pipelines in Python . MIT - Optimus (πŸ₯‰23 Β· ⭐ 1.5K Β· πŸ’€) - Agile Data Preparation Workflows madeeasy with Pandas,.. Apache-2 spark - pysparkling (πŸ₯‰23 Β· ⭐ 270 Β· πŸ’€) - A pure Python implementation of Apache Sparks RDD and DStream.. MIT - dpark (πŸ₯‰22 Β· ⭐ 2.7K Β· πŸ’€) - Python clone of Spark, a MapReduce alike framework in Python. BSD-3 spark @@ -3722,8 +3697,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched - riko (πŸ₯‰18 Β· ⭐ 1.6K Β· πŸ’€) - A Python stream processing engine modeled after Yahoo! Pipes. MIT - Databolt Flow (πŸ₯‰18 Β· ⭐ 950 Β· πŸ’€) - Python library for building highly effective data science.. MIT - Mara Pipelines (πŸ₯‰17 Β· ⭐ 2.1K Β· πŸ’€) - A lightweight opinionated ETL framework, halfway between.. MIT -- Botflow (πŸ₯‰16 Β· ⭐ 1.2K Β· πŸ’€) - Python Fast Dataflow programming framework for Data pipeline work(.. BSD-3 -- bodywork-core (πŸ₯‰15 Β· ⭐ 430 Β· πŸ’€) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0 +- bodywork-core (πŸ₯‰16 Β· ⭐ 440 Β· πŸ’€) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0 - datajob (πŸ₯‰14 Β· ⭐ 110 Β· πŸ’€) - Build and deploy a serverless data pipeline on AWS with no effort. Apache-2 - RasgoQL (πŸ₯‰13 Β· ⭐ 270 Β· πŸ’€) - Write python locally, execute SQL in your data warehouse. ❗️AGPL-3.0
@@ -3733,30 +3707,30 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched Back to top -
PyYAML (πŸ₯‡39 Β· ⭐ 2.8K) - Canonical source repository for PyYAML. MIT +
PyYAML (πŸ₯‡40 Β· ⭐ 2.8K) - Canonical source repository for PyYAML. MIT - [GitHub](https://github.com/yaml/pyyaml) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 560 Β· πŸ“¦ 1.8M Β· πŸ“‹ 680 - 47% open Β· ⏱️ 25.09.2025): ``` git clone https://github.com/yaml/pyyaml ``` -- [PyPi](https://pypi.org/project/pyyaml) (πŸ“₯ 540M / month Β· πŸ“¦ 55K Β· ⏱️ 25.09.2025): +- [PyPi](https://pypi.org/project/pyyaml) (πŸ“₯ 630M / month Β· πŸ“¦ 55K Β· ⏱️ 25.09.2025): ``` pip install pyyaml ``` -- [Conda](https://anaconda.org/conda-forge/pyyaml) (πŸ“₯ 73M Β· ⏱️ 26.09.2025): +- [Conda](https://anaconda.org/conda-forge/pyyaml) (πŸ“₯ 74M Β· ⏱️ 04.02.2026): ``` conda install -c conda-forge pyyaml ```
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XlsxWriter (πŸ₯‰38 Β· ⭐ 3.9K) - A Python module for creating Excel XLSX files. BSD-2 +
XlsxWriter (πŸ₯‰39 Β· ⭐ 3.9K) - A Python module for creating Excel XLSX files. BSD-2 -- [GitHub](https://github.com/jmcnamara/XlsxWriter) (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 650 Β· πŸ“¦ 110K Β· πŸ“‹ 1K - 1% open Β· ⏱️ 20.11.2025): +- [GitHub](https://github.com/jmcnamara/XlsxWriter) (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 650 Β· πŸ“¦ 110K Β· πŸ“‹ 1K - 1% open Β· ⏱️ 28.01.2026): ``` git clone https://github.com/jmcnamara/XlsxWriter ``` -- [PyPi](https://pypi.org/project/xlsxwriter) (πŸ“₯ 51M / month Β· πŸ“¦ 470 Β· ⏱️ 16.09.2025): +- [PyPi](https://pypi.org/project/xlsxwriter) (πŸ“₯ 57M / month Β· πŸ“¦ 470 Β· ⏱️ 16.09.2025): ``` pip install xlsxwriter ``` @@ -3765,18 +3739,18 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge xlsxwriter ```
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jmespath (πŸ₯‰34 Β· ⭐ 2.4K) - JMESPath is a query language for JSON. MIT +
jmespath (πŸ₯‰35 Β· ⭐ 2.4K) - JMESPath is a query language for JSON. MIT -- [GitHub](https://github.com/jmespath/jmespath.py) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 190 Β· πŸ“‹ 150 - 39% open Β· ⏱️ 11.12.2025): +- [GitHub](https://github.com/jmespath/jmespath.py) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 190 Β· πŸ“‹ 150 - 39% open Β· ⏱️ 22.01.2026): ``` git clone https://github.com/jmespath/jmespath.py ``` -- [PyPi](https://pypi.org/project/jmespath) (πŸ“₯ 360M / month Β· πŸ“¦ 1.5K Β· ⏱️ 17.06.2022): +- [PyPi](https://pypi.org/project/jmespath) (πŸ“₯ 420M / month Β· πŸ“¦ 2K Β· ⏱️ 22.01.2026): ``` pip install jmespath ``` -- [Conda](https://anaconda.org/conda-forge/jmespath) (πŸ“₯ 28M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/jmespath) (πŸ“₯ 28M Β· ⏱️ 23.01.2026): ``` conda install -c conda-forge jmespath ``` @@ -3794,34 +3768,34 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/seperman/deepdiff ``` -- [PyPi](https://pypi.org/project/deepdiff) (πŸ“₯ 49M / month Β· πŸ“¦ 1.3K Β· ⏱️ 03.09.2025): +- [PyPi](https://pypi.org/project/deepdiff) (πŸ“₯ 58M / month Β· πŸ“¦ 1.3K Β· ⏱️ 03.09.2025): ``` pip install deepdiff ``` -- [Conda](https://anaconda.org/conda-forge/deepdiff) (πŸ“₯ 770K Β· ⏱️ 04.09.2025): +- [Conda](https://anaconda.org/conda-forge/deepdiff) (πŸ“₯ 780K Β· ⏱️ 04.09.2025): ``` conda install -c conda-forge deepdiff ```
typing_inspect (πŸ₯‰26 Β· ⭐ 380) - Runtime inspection utilities for Python typing module. MIT -- [GitHub](https://github.com/ilevkivskyi/typing_inspect) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 39 Β· πŸ“‹ 61 - 39% open Β· ⏱️ 18.01.2026): +- [GitHub](https://github.com/ilevkivskyi/typing_inspect) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 40 Β· πŸ“‹ 61 - 39% open Β· ⏱️ 18.01.2026): ``` git clone https://github.com/ilevkivskyi/typing_inspect ``` -- [PyPi](https://pypi.org/project/typing_inspect) (πŸ“₯ 61M / month Β· πŸ“¦ 720 Β· ⏱️ 24.05.2023): +- [PyPi](https://pypi.org/project/typing_inspect) (πŸ“₯ 73M / month Β· πŸ“¦ 720 Β· ⏱️ 24.05.2023): ``` pip install typing_inspect ``` -- [Conda](https://anaconda.org/conda-forge/typing_inspect) (πŸ“₯ 2.9M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/typing_inspect) (πŸ“₯ 3M Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge typing_inspect ```
Show 2 hidden projects... -- importlib-resources (πŸ₯ˆ29 Β· ⭐ 70 Β· πŸ’€) - Backport of the importlib.resources module. Apache-2 +- importlib-resources (πŸ₯ˆ29 Β· ⭐ 71 Β· πŸ’€) - Backport of the importlib.resources module. Apache-2 - entrypoints (πŸ₯‰24 Β· ⭐ 76 Β· πŸ’€) - Discover and load entry points from installed packages. MIT

@@ -3832,28 +3806,28 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
attrs (πŸ₯‡42 Β· ⭐ 5.7K) - Python Classes Without Boilerplate. MIT -- [GitHub](https://github.com/python-attrs/attrs) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 410 Β· πŸ“¦ 1.4M Β· πŸ“‹ 790 - 17% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/python-attrs/attrs) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 410 Β· πŸ“¦ 1.4M Β· πŸ“‹ 790 - 17% open Β· ⏱️ 04.02.2026): ``` git clone https://github.com/python-attrs/attrs ``` -- [PyPi](https://pypi.org/project/attrs) (πŸ“₯ 410M / month Β· πŸ“¦ 10K Β· ⏱️ 06.10.2025): +- [PyPi](https://pypi.org/project/attrs) (πŸ“₯ 480M / month Β· πŸ“¦ 10K Β· ⏱️ 06.10.2025): ``` pip install attrs ``` -- [Conda](https://anaconda.org/conda-forge/attrs) (πŸ“₯ 60M Β· ⏱️ 04.12.2025): +- [Conda](https://anaconda.org/conda-forge/attrs) (πŸ“₯ 61M Β· ⏱️ 04.12.2025): ``` conda install -c conda-forge attrs ```
-
more-itertools (πŸ₯‡40 Β· ⭐ 4K) - More routines for operating on iterables, beyond itertools. MIT +
more-itertools (πŸ₯‡41 Β· ⭐ 4K) - More routines for operating on iterables, beyond itertools. MIT -- [GitHub](https://github.com/more-itertools/more-itertools) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 310 Β· πŸ“₯ 3.6K Β· πŸ“¦ 280K Β· πŸ“‹ 430 - 7% open Β· ⏱️ 11.01.2026): +- [GitHub](https://github.com/more-itertools/more-itertools) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 310 Β· πŸ“₯ 3.6K Β· πŸ“¦ 280K Β· πŸ“‹ 430 - 7% open Β· ⏱️ 02.02.2026): ``` git clone https://github.com/more-itertools/more-itertools ``` -- [PyPi](https://pypi.org/project/more-itertools) (πŸ“₯ 160M / month Β· πŸ“¦ 4.5K Β· ⏱️ 02.09.2025): +- [PyPi](https://pypi.org/project/more-itertools) (πŸ“₯ 190M / month Β· πŸ“¦ 4.5K Β· ⏱️ 02.09.2025): ``` pip install more-itertools ``` @@ -3862,46 +3836,46 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge more-itertools ```
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tenacity (πŸ₯ˆ35 Β· ⭐ 8.3K) - Retrying library for Python. Apache-2 +
tenacity (πŸ₯ˆ37 Β· ⭐ 8.3K Β· πŸ“ˆ) - Retrying library for Python. Apache-2 -- [GitHub](https://github.com/jd/tenacity) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 300 Β· πŸ“‹ 300 - 42% open Β· ⏱️ 17.01.2026): +- [GitHub](https://github.com/jd/tenacity) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 300 Β· πŸ“‹ 300 - 42% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/jd/tenacity ``` -- [PyPi](https://pypi.org/project/tenacity) (πŸ“₯ 190M / month Β· πŸ“¦ 3.8K Β· ⏱️ 02.04.2025): +- [PyPi](https://pypi.org/project/tenacity) (πŸ“₯ 220M / month Β· πŸ“¦ 6.3K Β· ⏱️ 05.02.2026): ``` pip install tenacity ``` -- [Conda](https://anaconda.org/conda-forge/tenacity) (πŸ“₯ 13M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/tenacity) (πŸ“₯ 13M Β· ⏱️ 05.02.2026): ``` conda install -c conda-forge tenacity ```
python-dependency-injector (πŸ₯ˆ35 Β· ⭐ 4.8K) - Dependency injection framework for Python. BSD-3 -- [GitHub](https://github.com/ets-labs/python-dependency-injector) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 340 Β· πŸ“¦ 5.3K Β· πŸ“‹ 640 - 31% open Β· ⏱️ 04.12.2025): +- [GitHub](https://github.com/ets-labs/python-dependency-injector) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 340 Β· πŸ“¦ 5.4K Β· πŸ“‹ 650 - 32% open Β· ⏱️ 04.12.2025): ``` git clone https://github.com/ets-labs/python-dependency-injector ``` -- [PyPi](https://pypi.org/project/dependency-injector) (πŸ“₯ 3.7M / month Β· πŸ“¦ 340 Β· ⏱️ 04.12.2025): +- [PyPi](https://pypi.org/project/dependency-injector) (πŸ“₯ 4.9M / month Β· πŸ“¦ 340 Β· ⏱️ 04.12.2025): ``` pip install dependency-injector ``` -- [Conda](https://anaconda.org/conda-forge/dependency_injector) (πŸ“₯ 110K Β· ⏱️ 04.12.2025): +- [Conda](https://anaconda.org/conda-forge/dependency_injector) (πŸ“₯ 120K Β· ⏱️ 04.12.2025): ``` conda install -c conda-forge dependency_injector ```
boltons (πŸ₯ˆ33 Β· ⭐ 6.8K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3 -- [GitHub](https://github.com/mahmoud/boltons) (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 370 Β· πŸ“₯ 48 Β· πŸ“¦ 11K Β· πŸ“‹ 190 - 36% open Β· ⏱️ 30.12.2025): +- [GitHub](https://github.com/mahmoud/boltons) (πŸ‘¨β€πŸ’» 97 Β· πŸ”€ 380 Β· πŸ“₯ 49 Β· πŸ“¦ 11K Β· πŸ“‹ 190 - 36% open Β· ⏱️ 28.01.2026): ``` git clone https://github.com/mahmoud/boltons ``` -- [PyPi](https://pypi.org/project/boltons) (πŸ“₯ 11M / month Β· πŸ“¦ 380 Β· ⏱️ 03.02.2025): +- [PyPi](https://pypi.org/project/boltons) (πŸ“₯ 14M / month Β· πŸ“¦ 380 Β· ⏱️ 03.02.2025): ``` pip install boltons ``` @@ -3912,16 +3886,16 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
returns (πŸ₯‰32 Β· ⭐ 4.2K) - Make your functions return something meaningful, typed, and safe!. BSD-2 -- [GitHub](https://github.com/dry-python/returns) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 140 Β· πŸ“¦ 930 Β· πŸ“‹ 450 - 19% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/dry-python/returns) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 140 Β· πŸ“¦ 940 Β· πŸ“‹ 450 - 18% open Β· ⏱️ 30.01.2026): ``` git clone https://github.com/dry-python/returns ``` -- [PyPi](https://pypi.org/project/returns) (πŸ“₯ 660K / month Β· πŸ“¦ 210 Β· ⏱️ 24.07.2025): +- [PyPi](https://pypi.org/project/returns) (πŸ“₯ 830K / month Β· πŸ“¦ 210 Β· ⏱️ 24.07.2025): ``` pip install returns ``` -- [Conda](https://anaconda.org/conda-forge/returns) (πŸ“₯ 48K Β· ⏱️ 29.07.2025): +- [Conda](https://anaconda.org/conda-forge/returns) (πŸ“₯ 49K Β· ⏱️ 29.07.2025): ``` conda install -c conda-forge returns ``` @@ -3933,11 +3907,11 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/Suor/funcy ``` -- [PyPi](https://pypi.org/project/funcy) (πŸ“₯ 3.3M / month Β· πŸ“¦ 390 Β· ⏱️ 28.03.2023): +- [PyPi](https://pypi.org/project/funcy) (πŸ“₯ 4.4M / month Β· πŸ“¦ 390 Β· ⏱️ 28.03.2023): ``` pip install funcy ``` -- [Conda](https://anaconda.org/conda-forge/funcy) (πŸ“₯ 770K Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/funcy) (πŸ“₯ 780K Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge funcy ``` @@ -3949,11 +3923,11 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/SethMMorton/natsort ``` -- [PyPi](https://pypi.org/project/natsort) (πŸ“₯ 16M / month Β· πŸ“¦ 1.5K Β· ⏱️ 20.06.2023): +- [PyPi](https://pypi.org/project/natsort) (πŸ“₯ 17M / month Β· πŸ“¦ 1.5K Β· ⏱️ 20.06.2023): ``` pip install natsort ``` -- [Conda](https://anaconda.org/conda-forge/natsort) (πŸ“₯ 2.4M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/natsort) (πŸ“₯ 2.5M Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge natsort ``` @@ -3965,7 +3939,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/tomasbasham/ratelimit ``` -- [PyPi](https://pypi.org/project/ratelimit) (πŸ“₯ 11M / month Β· πŸ“¦ 360 Β· ⏱️ 17.12.2018): +- [PyPi](https://pypi.org/project/ratelimit) (πŸ“₯ 12M / month Β· πŸ“¦ 360 Β· ⏱️ 17.12.2018): ``` pip install ratelimit ``` @@ -3976,38 +3950,27 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
ubelt (πŸ₯‰24 Β· ⭐ 740) - A Python utility library with a stdlib like feel and extra batteries... Apache-2 -- [GitHub](https://github.com/Erotemic/ubelt) (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 49 Β· πŸ“₯ 110 Β· πŸ“‹ 22 - 27% open Β· ⏱️ 19.01.2026): +- [GitHub](https://github.com/Erotemic/ubelt) (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 49 Β· πŸ“₯ 120 Β· πŸ“‹ 22 - 27% open Β· ⏱️ 27.01.2026): ``` git clone https://github.com/Erotemic/ubelt ``` -- [PyPi](https://pypi.org/project/ubelt) (πŸ“₯ 42K / month Β· πŸ“¦ 110 Β· ⏱️ 17.08.2025): +- [PyPi](https://pypi.org/project/ubelt) (πŸ“₯ 55K / month Β· πŸ“¦ 110 Β· ⏱️ 17.08.2025): ``` pip install ubelt ``` -- [Conda](https://anaconda.org/conda-forge/ubelt) (πŸ“₯ 350K Β· ⏱️ 21.08.2025): +- [Conda](https://anaconda.org/conda-forge/ubelt) (πŸ“₯ 360K Β· ⏱️ 21.08.2025): ``` conda install -c conda-forge ubelt ```
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pampy (πŸ₯‰22 Β· ⭐ 3.5K Β· πŸ’€) - Pampy: The Pattern Matching for Python you always dreamed of. MIT - -- [GitHub](https://github.com/santinic/pampy) (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 120 Β· πŸ“¦ 490 Β· πŸ“‹ 38 - 60% open Β· ⏱️ 16.01.2025): - - ``` - git clone https://github.com/santinic/pampy - ``` -- [PyPi](https://pypi.org/project/pampy) (πŸ“₯ 36K / month Β· πŸ“¦ 37 Β· ⏱️ 07.11.2019): - ``` - pip install pampy - ``` -
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Show 4 hidden projects... +
Show 5 hidden projects... - toolz (πŸ₯ˆ36 Β· ⭐ 5.1K) - A functional standard library for Python. ❗Unlicensed - retrying (πŸ₯‰28 Β· ⭐ 1.9K Β· πŸ’€) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2 - CommonRegex (πŸ₯‰23 Β· ⭐ 1.6K Β· πŸ’€) - A collection of common regular expressions bundled with an easy.. MIT - pinject (πŸ₯‰23 Β· ⭐ 1.3K Β· πŸ’€) - A pythonic dependency injection library. Apache-2 +- pampy (πŸ₯‰22 Β· ⭐ 3.5K Β· πŸ’€) - Pampy: The Pattern Matching for Python you always dreamed of. MIT

@@ -4017,12 +3980,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
cpython (πŸ₯‡51 Β· ⭐ 71K) - The Python programming language. MIT -- [GitHub](https://github.com/python/cpython) (πŸ‘¨β€πŸ’» 3.7K Β· πŸ”€ 34K Β· πŸ“¦ 630K Β· πŸ“‹ 77K - 11% open Β· ⏱️ 22.01.2026): +- [GitHub](https://github.com/python/cpython) (πŸ‘¨β€πŸ’» 3.7K Β· πŸ”€ 34K Β· πŸ“¦ 630K Β· πŸ“‹ 77K - 11% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/python/cpython ``` -- [PyPi](https://pypi.org/project/cpython) (πŸ“₯ 11 / month Β· πŸ“¦ 21 Β· ⏱️ 22.07.2020): +- [PyPi](https://pypi.org/project/cpython) (πŸ“₯ 19 / month Β· πŸ“¦ 21 Β· ⏱️ 22.07.2020): ``` pip install cpython ``` @@ -4037,7 +4000,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
micropython (πŸ₯ˆ36 Β· ⭐ 21K) - MicroPython - a lean and efficient Python implementation for.. Python-2.0 -- [GitHub](https://github.com/micropython/micropython) (πŸ‘¨β€πŸ’» 710 Β· πŸ”€ 8.6K Β· πŸ“₯ 110K Β· πŸ“¦ 16 Β· πŸ“‹ 6.3K - 28% open Β· ⏱️ 15.01.2026): +- [GitHub](https://github.com/micropython/micropython) (πŸ‘¨β€πŸ’» 720 Β· πŸ”€ 8.6K Β· πŸ“₯ 110K Β· πŸ“¦ 16 Β· πŸ“‹ 6.4K - 28% open Β· ⏱️ 05.02.2026): ``` git clone https://github.com/micropython/micropython @@ -4060,18 +4023,18 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched Back to top -
pyparsing (πŸ₯‡42 Β· ⭐ 2.4K) - Python library for creating PEG parsers. MIT +
pyparsing (πŸ₯‡42 Β· ⭐ 2.5K) - Python library for creating PEG parsers. MIT -- [GitHub](https://github.com/pyparsing/pyparsing) (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 300 Β· πŸ“₯ 15K Β· πŸ“¦ 1.3M Β· πŸ“‹ 380 - 10% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/pyparsing/pyparsing) (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 300 Β· πŸ“₯ 15K Β· πŸ“¦ 1.3M Β· πŸ“‹ 380 - 10% open Β· ⏱️ 29.01.2026): ``` git clone https://github.com/pyparsing/pyparsing ``` -- [PyPi](https://pypi.org/project/pyparsing) (πŸ“₯ 230M / month Β· πŸ“¦ 6.3K Β· ⏱️ 21.01.2026): +- [PyPi](https://pypi.org/project/pyparsing) (πŸ“₯ 260M / month Β· πŸ“¦ 6.3K Β· ⏱️ 21.01.2026): ``` pip install pyparsing ``` -- [Conda](https://anaconda.org/conda-forge/pyparsing) (πŸ“₯ 64M Β· ⏱️ 21.01.2026): +- [Conda](https://anaconda.org/conda-forge/pyparsing) (πŸ“₯ 65M Β· ⏱️ 21.01.2026): ``` conda install -c conda-forge pyparsing ``` @@ -4083,55 +4046,55 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/pygments/pygments ``` -- [PyPi](https://pypi.org/project/pygments) (πŸ“₯ 460M / month Β· πŸ“¦ 9.6K Β· ⏱️ 21.06.2025): +- [PyPi](https://pypi.org/project/pygments) (πŸ“₯ 510M / month Β· πŸ“¦ 9.6K Β· ⏱️ 21.06.2025): ``` pip install pygments ``` -- [Conda](https://anaconda.org/conda-forge/pygments) (πŸ“₯ 54M Β· ⏱️ 22.06.2025): +- [Conda](https://anaconda.org/conda-forge/pygments) (πŸ“₯ 55M Β· ⏱️ 22.06.2025): ``` conda install -c conda-forge pygments ```
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wrapt (πŸ₯‡40 Β· ⭐ 2.3K) - A Python module for decorators, wrappers and monkey patching. BSD-2 +
cookiecutter (πŸ₯‡40 Β· ⭐ 25K) - A cross-platform command-line utility that creates projects from.. BSD-3 -- [GitHub](https://github.com/GrahamDumpleton/wrapt) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 240 Β· πŸ“¦ 610K Β· πŸ“‹ 220 - 21% open Β· ⏱️ 18.01.2026): +- [GitHub](https://github.com/cookiecutter/cookiecutter) (πŸ‘¨β€πŸ’» 330 Β· πŸ”€ 2.2K Β· πŸ“¦ 37K Β· πŸ“‹ 930 - 29% open Β· ⏱️ 01.02.2026): ``` - git clone https://github.com/GrahamDumpleton/wrapt + git clone https://github.com/cookiecutter/cookiecutter ``` -- [PyPi](https://pypi.org/project/wrapt) (πŸ“₯ 240M / month Β· πŸ“¦ 3K Β· ⏱️ 18.01.2026): +- [PyPi](https://pypi.org/project/cookiecutter) (πŸ“₯ 6.7M / month Β· πŸ“¦ 1.1K Β· ⏱️ 21.02.2024): ``` - pip install wrapt + pip install cookiecutter ``` -- [Conda](https://anaconda.org/conda-forge/wrapt) (πŸ“₯ 31M Β· ⏱️ 08.11.2025): +- [Conda](https://anaconda.org/conda-forge/cookiecutter) (πŸ“₯ 1.7M Β· ⏱️ 22.04.2025): ``` - conda install -c conda-forge wrapt + conda install -c conda-forge cookiecutter ```
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cookiecutter (πŸ₯ˆ39 Β· ⭐ 25K) - A cross-platform command-line utility that creates projects from.. BSD-3 +
wrapt (πŸ₯‡40 Β· ⭐ 2.3K) - A Python module for decorators, wrappers and monkey patching. BSD-2 -- [GitHub](https://github.com/cookiecutter/cookiecutter) (πŸ‘¨β€πŸ’» 330 Β· πŸ”€ 2.2K Β· πŸ“¦ 37K Β· πŸ“‹ 930 - 29% open Β· ⏱️ 20.12.2025): +- [GitHub](https://github.com/GrahamDumpleton/wrapt) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 240 Β· πŸ“¦ 610K Β· πŸ“‹ 220 - 20% open Β· ⏱️ 03.02.2026): ``` - git clone https://github.com/cookiecutter/cookiecutter + git clone https://github.com/GrahamDumpleton/wrapt ``` -- [PyPi](https://pypi.org/project/cookiecutter) (πŸ“₯ 5.1M / month Β· πŸ“¦ 1.1K Β· ⏱️ 21.02.2024): +- [PyPi](https://pypi.org/project/wrapt) (πŸ“₯ 290M / month Β· πŸ“¦ 3K Β· ⏱️ 03.02.2026): ``` - pip install cookiecutter + pip install wrapt ``` -- [Conda](https://anaconda.org/conda-forge/cookiecutter) (πŸ“₯ 1.7M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/wrapt) (πŸ“₯ 32M Β· ⏱️ 03.02.2026): ``` - conda install -c conda-forge cookiecutter + conda install -c conda-forge wrapt ```
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diagrams (πŸ₯ˆ38 Β· ⭐ 42K) - Diagram as Code for prototyping cloud system architectures. MIT +
diagrams (πŸ₯ˆ37 Β· ⭐ 42K) - Diagram as Code for prototyping cloud system architectures. MIT - [GitHub](https://github.com/mingrammer/diagrams) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 2.7K Β· πŸ“¦ 2.3K Β· πŸ“‹ 600 - 62% open Β· ⏱️ 11.01.2026): ``` git clone https://github.com/mingrammer/diagrams ``` -- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 6.4M / month Β· πŸ“¦ 110 Β· ⏱️ 22.11.2025): +- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 4.9M / month Β· πŸ“¦ 110 Β· ⏱️ 22.11.2025): ``` pip install diagrams ``` @@ -4142,44 +4105,44 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
pluggy (πŸ₯ˆ37 Β· ⭐ 1.6K) - A minimalist production ready plugin system. MIT -- [GitHub](https://github.com/pytest-dev/pluggy) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 140 Β· πŸ“¦ 770K Β· πŸ“‹ 200 - 26% open Β· ⏱️ 19.01.2026): +- [GitHub](https://github.com/pytest-dev/pluggy) (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 140 Β· πŸ“¦ 770K Β· πŸ“‹ 200 - 26% open Β· ⏱️ 26.01.2026): ``` git clone https://github.com/pytest-dev/pluggy ``` -- [PyPi](https://pypi.org/project/pluggy) (πŸ“₯ 480M / month Β· πŸ“¦ 2.6K Β· ⏱️ 15.05.2025): +- [PyPi](https://pypi.org/project/pluggy) (πŸ“₯ 540M / month Β· πŸ“¦ 2.6K Β· ⏱️ 15.05.2025): ``` pip install pluggy ``` -- [Conda](https://anaconda.org/conda-forge/pluggy) (πŸ“₯ 45M Β· ⏱️ 05.12.2025): +- [Conda](https://anaconda.org/conda-forge/pluggy) (πŸ“₯ 46M Β· ⏱️ 05.12.2025): ``` conda install -c conda-forge pluggy ```
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fastcore (πŸ₯ˆ35 Β· ⭐ 1.1K) - Python supercharged for the fastai library. Apache-2 +
fastcore (πŸ₯ˆ36 Β· ⭐ 1.1K) - Python supercharged for the fastai library. Apache-2 -- [GitHub](https://github.com/AnswerDotAI/fastcore) (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 300 Β· πŸ“¦ 13K Β· πŸ“‹ 480 - 5% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/AnswerDotAI/fastcore) (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 300 Β· πŸ“¦ 13K Β· πŸ“‹ 490 - 4% open Β· ⏱️ 02.02.2026): ``` git clone https://github.com/fastai/fastcore ``` -- [PyPi](https://pypi.org/project/fastcore) (πŸ“₯ 6.9M / month Β· πŸ“¦ 1K Β· ⏱️ 21.01.2026): +- [PyPi](https://pypi.org/project/fastcore) (πŸ“₯ 7.5M / month Β· πŸ“¦ 1.1K Β· ⏱️ 30.01.2026): ``` pip install fastcore ``` -- [Conda](https://anaconda.org/conda-forge/fastcore) (πŸ“₯ 210K Β· ⏱️ 16.01.2026): +- [Conda](https://anaconda.org/conda-forge/fastcore) (πŸ“₯ 220K Β· ⏱️ 30.01.2026): ``` conda install -c conda-forge fastcore ```
Copier (πŸ₯ˆ34 Β· ⭐ 3.1K) - Library and command-line utility for rendering projects templates. MIT -- [GitHub](https://github.com/copier-org/copier) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 240 Β· πŸ“¦ 1.7K Β· πŸ“‹ 640 - 20% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/copier-org/copier) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 240 Β· πŸ“¦ 1.8K Β· πŸ“‹ 640 - 20% open Β· ⏱️ 02.02.2026): ``` git clone https://github.com/copier-org/copier ``` -- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 960K / month Β· πŸ“¦ 290 Β· ⏱️ 20.01.2026): +- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 1.2M / month Β· πŸ“¦ 290 Β· ⏱️ 23.01.2026): ``` pip install copier ``` @@ -4191,7 +4154,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/bartdag/py4j ``` -- [PyPi](https://pypi.org/project/py4j) (πŸ“₯ 88M / month Β· πŸ“¦ 340 Β· ⏱️ 15.01.2025): +- [PyPi](https://pypi.org/project/py4j) (πŸ“₯ 93M / month Β· πŸ“¦ 340 Β· ⏱️ 15.01.2025): ``` pip install py4j ``` @@ -4202,28 +4165,28 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
decorator (πŸ₯‰33 Β· ⭐ 900) - Decorators for Humans. BSD-2 -- [GitHub](https://github.com/micheles/decorator) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 120 Β· πŸ“¦ 750K Β· πŸ“‹ 110 - 9% open Β· ⏱️ 12.12.2025): +- [GitHub](https://github.com/micheles/decorator) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 120 Β· πŸ“¦ 760K Β· πŸ“‹ 110 - 9% open Β· ⏱️ 12.12.2025): ``` git clone https://github.com/micheles/decorator ``` -- [PyPi](https://pypi.org/project/decorator) (πŸ“₯ 150M / month Β· πŸ“¦ 2.5K Β· ⏱️ 24.02.2025): +- [PyPi](https://pypi.org/project/decorator) (πŸ“₯ 180M / month Β· πŸ“¦ 2.5K Β· ⏱️ 24.02.2025): ``` pip install decorator ``` -- [Conda](https://anaconda.org/conda-forge/decorator) (πŸ“₯ 43M Β· ⏱️ 22.04.2025): +- [Conda](https://anaconda.org/conda-forge/decorator) (πŸ“₯ 44M Β· ⏱️ 22.04.2025): ``` conda install -c conda-forge decorator ```
Send2Trash (πŸ₯‰33 Β· ⭐ 300) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3 -- [GitHub](https://github.com/arsenetar/send2trash) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 48 Β· πŸ“¦ 320K Β· πŸ“‹ 68 - 51% open Β· ⏱️ 14.01.2026): +- [GitHub](https://github.com/arsenetar/send2trash) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 47 Β· πŸ“¦ 320K Β· πŸ“‹ 68 - 51% open Β· ⏱️ 27.01.2026): ``` git clone https://github.com/arsenetar/send2trash ``` -- [PyPi](https://pypi.org/project/send2trash) (πŸ“₯ 33M / month Β· πŸ“¦ 710 Β· ⏱️ 14.01.2026): +- [PyPi](https://pypi.org/project/send2trash) (πŸ“₯ 38M / month Β· πŸ“¦ 710 Β· ⏱️ 14.01.2026): ``` pip install send2trash ``` @@ -4232,18 +4195,18 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge send2trash ```
-
python-mss (πŸ₯‰30 Β· ⭐ 1.2K) - An ultra fast cross-platform multiple screenshots module in pure.. MIT +
python-mss (πŸ₯‰28 Β· ⭐ 1.2K Β· πŸ“‰) - An ultra fast cross-platform multiple screenshots module in pure.. MIT -- [GitHub](https://github.com/BoboTiG/python-mss) (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 110 Β· πŸ“‹ 160 - 24% open Β· ⏱️ 21.01.2026): +- [GitHub](https://github.com/BoboTiG/python-mss) (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 110 Β· πŸ“‹ 160 - 24% open Β· ⏱️ 28.01.2026): ``` git clone https://github.com/BoboTiG/python-mss ``` -- [PyPi](https://pypi.org/project/mss) (πŸ“₯ 2M / month Β· πŸ“¦ 360 Β· ⏱️ 16.08.2025): +- [PyPi](https://pypi.org/project/mss) (πŸ“₯ 2.2M / month Β· πŸ“¦ 360 Β· ⏱️ 16.08.2025): ``` pip install mss ``` -- [Conda](https://anaconda.org/conda-forge/python-mss) (πŸ“₯ 89K Β· ⏱️ 16.08.2025): +- [Conda](https://anaconda.org/conda-forge/python-mss) (πŸ“₯ 90K Β· ⏱️ 16.08.2025): ``` conda install -c conda-forge python-mss ``` @@ -4251,13 +4214,13 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Show 9 hidden projects... - pycparser (πŸ₯ˆ38 Β· ⭐ 3.5K) - Complete C99 parser in pure Python. ❗Unlicensed -- keyboard (πŸ₯‰33 Β· ⭐ 4K Β· πŸ’€) - Hook and simulate global keyboard events on Windows and Linux. MIT +- keyboard (πŸ₯‰32 Β· ⭐ 4K Β· πŸ’€) - Hook and simulate global keyboard events on Windows and Linux. MIT - pyscaffold (πŸ₯‰29 Β· ⭐ 2.2K Β· πŸ’€) - Python project template generator with batteries included. MIT -- powerline-shell (πŸ₯‰27 Β· ⭐ 6.3K Β· πŸ’€) - A beautiful and useful prompt for your shell. MIT +- powerline-shell (πŸ₯‰28 Β· ⭐ 6.3K Β· πŸ’€) - A beautiful and useful prompt for your shell. MIT - pyscreenshot (πŸ₯‰26 Β· ⭐ 510 Β· πŸ’€) - Python screenshot library, replacement for the Pillow.. BSD-2 - catalogue (πŸ₯‰26 Β· ⭐ 180 Β· πŸ’€) - Super lightweight function registries for your library. MIT - pluginbase (πŸ₯‰25 Β· ⭐ 1.1K Β· πŸ’€) - A simple but flexible plugin system for Python. BSD-3 -- openpyxl (πŸ₯‰24 Β· ⭐ 11) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT +- openpyxl (πŸ₯‰24 Β· ⭐ 12) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT - macropy (πŸ₯‰22 Β· ⭐ 3.3K Β· πŸ’€) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT
diff --git a/history/2026-02-05_changes.md b/history/2026-02-05_changes.md new file mode 100644 index 0000000..107ac5c --- /dev/null +++ b/history/2026-02-05_changes.md @@ -0,0 +1,20 @@ +## πŸ“ˆ Trending Up + +_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ + +- rich (πŸ₯‡47 Β· ⭐ 55K Β· πŸ“ˆ) - Rich is a Python library for rich text and beautiful formatting in the.. MIT +- tenacity (πŸ₯ˆ37 Β· ⭐ 8.3K Β· πŸ“ˆ) - Retrying library for Python. Apache-2 +- dateparser (πŸ₯ˆ37 Β· ⭐ 2.8K Β· πŸ“ˆ) - python parser for human readable dates. BSD-3 +- borb (πŸ₯‰27 Β· ⭐ 3.6K Β· πŸ“ˆ) - borb is a library for reading, creating and manipulating PDF.. ❗Unlicensed +- coolname (πŸ₯‰27 Β· ⭐ 170 Β· πŸ“ˆ) - Random Name and Slug Generator. BSD-2 + +## πŸ“‰ Trending Down + +_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ + +- greenlet (πŸ₯ˆ39 Β· ⭐ 1.8K Β· πŸ“‰) - Lightweight in-process concurrent programming. ❗Unlicensed +- python-prompt-toolkit (πŸ₯ˆ37 Β· ⭐ 10K Β· πŸ“‰) - Library for building powerful interactive command.. BSD-3 +- supervisor (πŸ₯‡37 Β· ⭐ 9K Β· πŸ“‰) - Supervisor process control system for Unix.. ❗️Repoze Public License +- hydra (πŸ₯ˆ33 Β· ⭐ 10K Β· πŸ“‰) - Hydra is a framework for elegantly configuring complex applications. MIT +- python-mss (πŸ₯‰28 Β· ⭐ 1.2K Β· πŸ“‰) - An ultra fast cross-platform multiple screenshots module in pure.. MIT + diff --git a/history/2026-02-05_projects.csv b/history/2026-02-05_projects.csv new file mode 100644 index 0000000..861f712 --- /dev/null +++ b/history/2026-02-05_projects.csv @@ -0,0 +1,395 @@ +,name,github_id,description,resource,category,github_url,homepage,updated_github_id,license,created_at,updated_at,last_commit_pushed_at,commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,recent_commit_count,dependent_project_count,github_dependent_project_count,pypi_id,conda_id,labels,github_release_downloads,monthly_downloads,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,dockerhub_id,helm_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,conda_dependent_project_count,brew_id,docs_url,gitlab_id,gitlab_url +0,best-of-ml-python - Computer Vision,ml-tooling/best-of-ml-python,Collection of computer vision and image processing libraries.,True,computer-vision,https://github.com/lukasmasuch/best-of-ml-python,https://github.com/lukasmasuch/best-of-ml-python,lukasmasuch/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2026-01-29 14:18:08.000,2025-11-07 05:42:31,627.0,2993,447.0,343.0,28.0,34.0,23140,2025-11-04 05:45:47.000,2025.10.30,100.0,56.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1,best-of-web-python - Web UI,ml-tooling/best-of-web-python,Collection of libraries to implement web-based UIs.,True,gui-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2026-01-29 19:32:49.000,2026-01-29 19:32:47,401.0,193,55.0,234.0,3.0,4.0,2691,2026-01-29 19:32:53.000,2026.01.29,100.0,16.0,0,True,22.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2,best-of-python-dev,ml-tooling/best-of-python-dev,A ranked list of awesome python developer tools and libraries. Updated weekly.,True,dev-utils,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,,CC-BY-SA-4.0,2021-01-08 14:46:24.000,2026-01-29 19:33:11.000,2026-01-29 19:33:09,394.0,56,24.0,223.0,4.0,5.0,1232,2026-01-29 19:33:15.000,2026.01.29,100.0,7.0,0,True,22.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3,best-of-web-python,ml-tooling/best-of-web-python,A ranked list of awesome python libraries for web development. Updated weekly.,True,web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2026-01-29 19:32:49.000,2026-01-29 19:32:47,401.0,193,55.0,234.0,3.0,4.0,2691,2026-01-29 19:32:53.000,2026.01.29,100.0,16.0,0,True,22.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4,best-of-ml-python,ml-tooling/best-of-ml-python,A ranked list of awesome machine learning Python libraries. Updated weekly.,True,machine-learning,https://github.com/lukasmasuch/best-of-ml-python,https://github.com/lukasmasuch/best-of-ml-python,lukasmasuch/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2026-01-29 14:18:08.000,2025-11-07 05:42:31,627.0,2993,447.0,343.0,28.0,34.0,23140,2025-11-04 05:45:47.000,2025.10.30,100.0,56.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5,python-patterns,faif/python-patterns,Collection of design patterns/idioms in Python.,True,algorithms,https://github.com/faif/python-patterns,https://github.com/faif/python-patterns,,,2012-06-06 21:02:35.000,2026-01-21 18:49:51.000,2026-01-21 18:49:51,891.0,6877,1604.0,359.0,16.0,85.0,42727,,,,146.0,0,True,4.0,21.0,21.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6,best-of-ml-python - NLP,ml-tooling/best-of-ml-python,Collection of text processing and NLP libraries.,True,text,https://github.com/lukasmasuch/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python#text-data--nlp,lukasmasuch/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2026-01-29 14:18:08.000,2025-11-07 05:42:31,627.0,2993,447.0,343.0,28.0,34.0,23142,2025-11-04 05:45:47.000,2025.10.30,100.0,56.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7,pandas,pandas-dev/pandas,"Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R..",,data-containers,https://github.com/pandas-dev/pandas,https://github.com/pandas-dev/pandas,,BSD-3-Clause,2010-08-24 01:37:33.000,2026-02-04 20:50:40.000,2026-02-04 20:50:40,37175.0,19537,1108.0,35895.0,3625.0,24641.0,47794,2026-01-21 15:50:15.000,3.0.0,135.0,4118.0,54,True,455.0,2911208.0,2803022.0,pandas,conda-forge/pandas,['pandas'],3294671.0,492065092.0,https://pypi.org/project/pandas,2026-01-21 15:50:15.000,108186.0,490850588.0,https://anaconda.org/conda-forge/pandas,2026-01-22 10:37:59.917,76027877.0,1.0,,,,,,,,,,,,,,,,, +8,protobuf,protocolbuffers/protobuf,Protocol Buffers - Googles data interchange format.,,serialization,https://github.com/protocolbuffers/protobuf,https://github.com/protocolbuffers/protobuf,,BSD-3-Clause,2014-08-26 15:52:15.000,2026-02-05 13:21:49.000,2026-02-05 03:59:18,22396.0,16028,2024.0,18669.0,226.0,6656.0,70640,2026-02-04 22:00:47.000,29.6,212.0,1396.0,52,True,498.0,980883.0,966500.0,protobuf,conda-forge/protobuf,,75696583.0,499296550.0,https://pypi.org/project/protobuf,2026-02-04 22:54:25.000,10704.0,484442190.0,https://anaconda.org/conda-forge/protobuf,2026-01-30 07:20:21.967,27737015.0,1.0,google-protobuf,https://www.npmjs.com/package/google-protobuf,2025-11-19 09:43:40.607,3679.0,12606117.0,,,,,,,,,,,, +9,cpython,python/cpython,The Python programming language.,,python-implementations,https://github.com/python/cpython,https://github.com/python/cpython,,MIT,2017-02-10 19:23:51.000,2026-02-05 12:58:18.000,2026-02-05 12:58:18,130107.0,34013,1536.0,68314.0,9212.0,68010.0,71365,2020-07-22 03:00:52.000,0.0.6,11.0,3669.0,51,True,1067.0,629567.0,629540.0,cpython,conda-forge/typing,,,53678.0,https://pypi.org/project/cpython,2020-07-22 03:00:52.000,21.0,19.0,https://anaconda.org/conda-forge/typing,2025-04-22 14:56:21.050,3702534.0,1.0,@buckpkg/python,https://www.npmjs.com/package/@buckpkg/python,2017-08-03 05:51:22.671,6.0,,,,,,,,,,,,, +10,numpy,numpy/numpy,The fundamental package for scientific computing with Python.,,data-containers,https://github.com/numpy/numpy,https://github.com/numpy/numpy,,,2010-09-13 23:02:39.000,2026-02-05 07:56:44.000,2026-02-05 07:56:44,40696.0,12010,587.0,16945.0,2295.0,11692.0,31382,2026-02-01 16:19:50.000,2.4.2,187.0,2038.0,51,False,692.0,3746904.0,3580780.0,numpy,conda-forge/numpy,,1299052.0,683119541.0,https://pypi.org/project/numpy,2026-01-31 23:10:25.000,166124.0,681308663.0,https://anaconda.org/conda-forge/numpy,2026-02-03 08:19:09.796,122007278.0,1.0,,,,,,,,,,,,,,,,, +11,Airflow,apache/airflow,"Platform to programmatically author, schedule, and monitor workflows.",,data-pipelines,https://github.com/apache/airflow,https://github.com/apache/airflow,,Apache-2.0,2015-04-13 18:04:58.000,2026-02-05 12:51:05.000,2026-02-05 12:51:05,35716.0,16418,757.0,42319.0,1726.0,12291.0,44766,2026-02-04 12:20:25.000,3.1.7,272.0,4125.0,50,True,1569.0,20009.0,19248.0,apache-airflow,conda-forge/airflow,,634090.0,27950002.0,https://pypi.org/project/apache-airflow,2026-02-04 11:33:29.000,761.0,15862344.0,https://anaconda.org/conda-forge/airflow,2026-02-05 06:42:35.121,1892006.0,1.0,,,,,,apache/airflow,stable/airflow,https://hub.docker.com/r/apache/airflow,2026-02-04 12:13:46.246761,621.0,1566610809.0,,,,,, +12,boto3,boto/boto3,"Boto3, an AWS SDK for Python.",,db-clients,https://github.com/boto/boto3,https://github.com/boto/boto3,,Apache-2.0,2014-10-03 21:38:03.000,2026-02-05 02:15:40.045,2026-02-04 19:08:22,7383.0,1952,223.0,867.0,173.0,3453.0,9681,2026-02-04 20:28:43.000,1.42.42,1968.0,168.0,49,True,206.0,608813.0,591061.0,boto3,conda-forge/boto3,,,1614024871.0,https://pypi.org/project/boto3,2026-02-04 20:28:43.000,17752.0,1613602126.0,https://anaconda.org/conda-forge/boto3,2026-02-05 02:15:40.045,29169408.0,1.0,,,,,,,,,,,,,,,,, +13,ansible,ansible/ansible,Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and..,,infrastructure,https://github.com/ansible/ansible,https://github.com/ansible/ansible,,GPL-3.0,2012-03-06 14:58:02.000,2026-02-04 13:28:20.000,2026-02-04 13:28:19,55318.0,24211,1879.0,52908.0,839.0,32732.0,67899,2026-01-29 20:42:52.000,13.3.0,422.0,6927.0,48,True,85.0,42131.0,41563.0,ansible,conda-forge/ansible,,,10308547.0,https://pypi.org/project/ansible,2026-01-29 20:42:52.000,568.0,10283068.0,https://anaconda.org/conda-forge/ansible,2025-09-10 05:18:25.731,1758113.0,1.0,,,,,,,,,,,,,,,,, +14,rich,Textualize/rich,Rich is a Python library for rich text and beautiful formatting in the terminal.,,cli-helpers,https://github.com/Textualize/rich,https://github.com/Textualize/rich,,MIT,2019-11-10 15:28:09.000,2026-02-01 18:46:25.026,2026-02-01 16:19:20,4394.0,2010,530.0,1352.0,290.0,1261.0,55357,2026-02-01 16:21:51.000,14.3.2,204.0,285.0,47,True,98.0,531435.0,498296.0,rich,conda-forge/rich,,,282259577.0,https://pypi.org/project/rich,2026-02-01 16:20:46.000,33139.0,281999564.0,https://anaconda.org/conda-forge/rich,2026-02-01 18:46:25.026,17420875.0,1.0,,,,,,,,,,,,3.0,,,,, +15,Celery,celery/celery,Asynchronous task queue/job queue based on distributed message passing.,,data-pipelines,https://github.com/celery/celery,https://github.com/celery/celery,,BSD-3-Clause,2009-04-24 11:31:24.000,2026-02-04 15:34:09.000,2026-02-04 14:08:05,12979.0,4925,452.0,3787.0,757.0,4512.0,27967,2026-01-04 12:36:35.000,5.6.2,226.0,1461.0,47,True,49.0,186382.0,183947.0,celery,conda-forge/celery,,,36268586.0,https://pypi.org/project/celery,2026-01-04 12:35:55.000,2435.0,36233968.0,https://anaconda.org/conda-forge/celery,2025-06-04 06:13:50.569,2354070.0,1.0,,,,,,,,,,,,,,,,, +16,click,pallets/click,Python composable command line interface toolkit.,,cli-helpers,https://github.com/pallets/click,https://github.com/pallets/click,,BSD-3-Clause,2014-04-24 09:52:19.000,2025-12-31 06:51:28.000,2025-12-31 06:51:28,2980.0,1545,180.0,1329.0,150.0,1614.0,17181,2025-11-15 20:46:24.000,8.3.1,59.0,421.0,47,True,34.0,2371602.0,2318023.0,click,conda-forge/click,,4197.0,511798351.0,https://pypi.org/project/click,2025-11-15 20:45:41.000,53579.0,510796414.0,https://anaconda.org/conda-forge/click,2025-11-30 16:04:43.100,57107053.0,1.0,,,,,,,,,,,,,,,,, +17,pydantic,samuelcolvin/pydantic,Data validation using Python type hints.,,data-validation,https://github.com/pydantic/pydantic,https://github.com/pydantic/pydantic,pydantic/pydantic,MIT,2017-05-03 21:23:58.000,2026-02-05 12:20:27.000,2026-02-05 11:39:26,5369.0,2395,132.0,4849.0,513.0,4996.0,26680,2025-12-18 15:46:45.000,1.10.26,194.0,727.0,46,True,105.0,1001172.0,947983.0,pydantic,conda-forge/pydantic,,,577740104.0,https://pypi.org/project/pydantic,2025-12-18 15:46:28.000,53189.0,577448261.0,https://anaconda.org/conda-forge/pydantic,2025-11-29 16:41:24.485,19553497.0,1.0,,,,,,,,,,,,,,,,, +18,SQLAlchemy,sqlalchemy/sqlalchemy,The Database Toolkit for Python.,,db-clients,https://github.com/sqlalchemy/sqlalchemy,https://github.com/sqlalchemy/sqlalchemy,,MIT,2018-11-27 03:35:03.000,2026-02-04 15:36:12.000,2026-02-04 15:35:55,17939.0,1626,103.0,1028.0,205.0,7959.0,11467,2026-01-21 18:03:51.000,rel_2_0_46,322.0,810.0,46,True,154.0,1184003.0,1166754.0,SQLAlchemy,conda-forge/sqlalchemy,,8138.0,271688753.0,https://pypi.org/project/SQLAlchemy,2026-01-21 20:56:52.000,17249.0,271278611.0,https://anaconda.org/conda-forge/sqlalchemy,2026-01-22 13:12:59.651,25420159.0,1.0,,,,,,,,,,,,,,,,, +19,Beam,apache/beam,"Unified programming model to define and execute data processing pipelines, including ETL, batch and stream processing.",,data-pipelines,https://github.com/apache/beam,https://github.com/apache/beam,,Apache-2.0,2016-02-02 08:00:06.000,2026-02-05 12:25:15.000,2026-02-05 01:06:12,46431.0,4496,257.0,29351.0,4151.0,4070.0,8470,2026-01-08 14:41:44.000,2.71.0,160.0,1859.0,46,True,425.0,9620.0,9442.0,apache-beam,conda-forge/apache-beam-with-aws,,260353.0,39207298.0,https://pypi.org/project/apache-beam,2026-01-22 14:39:40.000,178.0,39198336.0,https://anaconda.org/conda-forge/apache-beam-with-aws,2026-01-25 11:51:11.448,298161.0,1.0,,,,,,,,,,,,,,,,, +20,botocore,boto/botocore,"The low-level, core functionality of boto3 and the AWS CLI.",,infrastructure,https://github.com/boto/botocore,https://github.com/boto/botocore,,Apache-2.0,2012-11-13 13:25:36.000,2026-02-04 23:41:57.449,2026-02-04 19:08:06,12841.0,1136,64.0,2395.0,149.0,1079.0,1601,2026-02-04 20:28:29.000,1.42.42,2366.0,219.0,46,True,237.0,432274.0,428012.0,botocore,conda-forge/botocore,,,1094181991.0,https://pypi.org/project/botocore,2026-02-04 20:28:29.000,4262.0,1093535269.0,https://anaconda.org/conda-forge/botocore,2026-02-04 23:41:57.449,40743495.0,1.0,,,,,,,,,,,,,,,,, +21,flatbuffers,google/flatbuffers,FlatBuffers: Memory Efficient Serialization Library.,,serialization,https://github.com/google/flatbuffers,https://github.com/google/flatbuffers,,Apache-2.0,2014-05-19 18:33:01.000,2026-02-04 23:13:33.000,2026-02-04 23:13:32,3353.0,3493,628.0,2871.0,141.0,2499.0,25516,2025-12-19 23:16:13.000,25.12.19,44.0,749.0,45,True,93.0,196113.0,195116.0,flatbuffers,conda-forge/flatbuffers,,1545929.0,53644079.0,https://pypi.org/project/flatbuffers,2025-12-19 23:16:13.000,705.0,43998397.0,https://anaconda.org/conda-forge/flatbuffers,2025-12-22 07:41:54.888,1867805.0,1.0,flatbuffers,https://www.npmjs.com/package/flatbuffers,2025-09-24 05:25:45.967,292.0,9604993.0,,,,,,,,,,,, +22,cryptography,pyca/cryptography,cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.,,cryptography,https://github.com/pyca/cryptography,https://github.com/pyca/cryptography,,,2013-08-07 02:23:38.000,2026-02-05 12:15:22.000,2026-02-05 12:15:08,14677.0,1700,125.0,11424.0,49.0,2747.0,7463,2026-01-28 00:23:07.000,46.0.4,151.0,533.0,45,False,381.0,950389.0,934242.0,cryptography,conda-forge/cryptography,,,665592178.0,https://pypi.org/project/cryptography,2026-01-28 00:23:07.000,16147.0,664531202.0,https://anaconda.org/conda-forge/cryptography,2026-01-29 01:50:37.434,71085450.0,1.0,,,,,,,,,,,,,,,,, +23,polars,pola-rs/polars,"Extremely fast Query Engine for DataFrames, written in Rust.",,data-containers,https://github.com/pola-rs/polars,https://github.com/pola-rs/polars,,,2020-05-13 19:45:33.000,2026-02-05 13:16:04.000,2026-02-05 12:49:53,14179.0,2593,177.0,14070.0,2720.0,9796.0,37316,2026-02-04 12:01:16.000,py-1.38.0,439.0,662.0,44,False,558.0,34429.0,29990.0,polars,,,17971.0,38614599.0,https://pypi.org/project/polars,2026-02-04 11:59:21.000,4439.0,38613783.0,,,,1.0,,,,,,,,,,,,,,,,, +24,pulumi,pulumi/pulumi,Pulumi - Infrastructure as Code in any programming language.,,infrastructure,https://github.com/pulumi/pulumi,https://github.com/pulumi/pulumi,,Apache-2.0,2016-10-31 21:02:47.000,2026-02-05 13:32:40.000,2026-02-05 07:38:58,14511.0,1310,189.0,11384.0,2485.0,6512.0,24652,2026-01-29 16:07:27.000,3.218.0,5021.0,935.0,44,True,397.0,12112.0,10699.0,pulumi,,,3347174.0,10648770.0,https://pypi.org/project/pulumi,2026-02-05 08:31:20.000,479.0,5688883.0,,,,2.0,@pulumi/pulumi,https://www.npmjs.com/package/@pulumi/pulumi,2026-02-05 08:31:06.903,934.0,4783720.0,,,,,,,,,,,, +25,Prefect,PrefectHQ/prefect,Prefect is a workflow orchestration framework for building resilient data pipelines in Python.,,data-pipelines,https://github.com/PrefectHQ/prefect,https://github.com/PrefectHQ/prefect,,Apache-2.0,2018-06-29 21:59:26.000,2026-02-05 08:20:17.000,2026-02-04 21:43:29,20502.0,2095,165.0,12968.0,1086.0,5706.0,21547,2026-01-30 00:49:57.000,3.6.15,704.0,652.0,44,True,743.0,8453.0,8025.0,prefect,conda-forge/prefect,,,7842252.0,https://pypi.org/project/prefect,2026-02-05 08:20:17.000,428.0,7826700.0,https://anaconda.org/conda-forge/prefect,2026-01-30 08:48:02.403,1073136.0,1.0,,,,,,,,,,,,,,,,, +26,Datasets,huggingface/datasets,"The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools.",,data-loading,https://github.com/huggingface/datasets,https://github.com/huggingface/datasets,,Apache-2.0,2020-03-26 09:23:22.000,2026-02-04 18:55:37.000,2026-02-04 18:55:34,4198.0,3068,281.0,4550.0,1034.0,2369.0,21170,2026-01-14 18:33:15.000,4.5.0,108.0,644.0,44,True,39.0,127061.0,122415.0,datasets,conda-forge/datasets,,,59000255.0,https://pypi.org/project/datasets,2026-01-14 18:27:52.000,4646.0,58958471.0,https://anaconda.org/conda-forge/datasets,2026-01-22 23:43:12.778,2590620.0,1.0,,,,,,,,,,,,,,,,, +27,Faker,joke2k/faker,Faker is a Python package that generates fake data for you.,,data-loading,https://github.com/joke2k/faker,https://github.com/joke2k/faker,,MIT,2012-11-12 23:00:09.000,2026-01-14 11:56:58.091,2026-01-13 20:54:23,4115.0,2041,218.0,1495.0,20.0,798.0,19065,2026-01-13 20:51:55.000,40.1.2,457.0,646.0,44,True,43.0,295372.0,292520.0,Faker,conda-forge/faker,,,49931627.0,https://pypi.org/project/Faker,2026-01-13 20:51:47.000,2852.0,49906924.0,https://anaconda.org/conda-forge/faker,2026-01-14 11:56:58.091,1679834.0,1.0,,,,,,,,,,,,,,,,, +28,awscli,aws/aws-cli,Universal Command Line Interface for Amazon Web Services.,,infrastructure,https://github.com/aws/aws-cli,https://github.com/aws/aws-cli,,Apache-2.0,2012-11-20 16:07:36.000,2026-02-05 09:24:19.348,2026-02-04 21:12:22,13615.0,4460,560.0,4665.0,612.0,4418.0,16714,2026-02-04 20:28:37.000,1.44.32,2409.0,481.0,44,True,208.0,752.0,5.0,awscli,conda-forge/awscli,,11228.0,404330713.0,https://pypi.org/project/awscli,2026-02-04 20:28:37.000,747.0,403562625.0,https://anaconda.org/conda-forge/awscli,2026-02-05 09:24:19.348,51453272.0,2.0,,,,,,,,,,,,,,,,, +29,azure-storage-blob,Azure/azure-sdk-for-python,This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting..,,db-clients,https://github.com/Azure/azure-sdk-for-python,https://github.com/Azure/azure-sdk-for-python,,MIT,2012-04-24 16:46:12.000,2026-02-05 11:54:13.000,2026-02-05 09:11:53,21637.0,3226,512.0,33066.0,1027.0,11003.0,5471,2026-02-04 19:53:28.000,azure-monitor-opentelemetry_1.8.6,100.0,891.0,44,True,538.0,4314.0,2733.0,azure-storage-blob,conda-forge/azure-storage-blob,,,104757257.0,https://pypi.org/project/azure-storage-blob,2026-01-27 16:30:35.000,1581.0,104734037.0,https://anaconda.org/conda-forge/azure-storage-blob,2026-01-07 15:09:41.814,1578987.0,1.0,,,,,,,,,,,,,,,,, +30,Dagster,dagster-io/dagster,"An orchestration platform for the development, production, and observation of data assets.",,data-pipelines,https://github.com/dagster-io/dagster,https://github.com/dagster-io/dagster,,Apache-2.0,2018-04-30 16:30:04.000,2026-02-05 01:18:37.000,2026-02-05 01:18:33,26345.0,1962,122.0,22968.0,2762.0,5936.0,14899,2026-01-30 19:52:06.000,1.12.13,716.0,648.0,43,True,559.0,4870.0,4562.0,dagster,conda-forge/dagster,,3251.0,4444411.0,https://pypi.org/project/dagster,2026-01-30 19:34:52.000,308.0,4406158.0,https://anaconda.org/conda-forge/dagster,2026-02-01 03:44:08.668,2629792.0,1.0,,,,,,,,,,,,,,,,, +31,redis,redis/redis-py,Redis Python client.,,db-clients,https://github.com/redis/redis-py,https://github.com/redis/redis-py,,MIT,2009-11-06 10:22:26.000,2026-02-05 13:44:34.000,2026-02-04 14:40:43,2667.0,2649,314.0,2042.0,140.0,1804.0,13463,2025-11-19 15:54:38.000,7.1.0,157.0,528.0,43,True,51.0,8582.0,,redis,conda-forge/redis-py,,,134276735.0,https://pypi.org/project/redis,2025-11-19 15:54:38.000,8582.0,134250788.0,https://anaconda.org/conda-forge/redis-py,2025-11-19 17:59:21.139,1764402.0,1.0,,,,,,,,,,,,,,,,, +32,peewee,coleifer/peewee,"a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb.",,db-clients,https://github.com/coleifer/peewee,https://github.com/coleifer/peewee,,MIT,2010-10-11 20:14:11.000,2026-02-04 16:40:40.000,2026-02-04 16:40:32,4706.0,1393,191.0,493.0,,2520.0,11926,2026-01-07 17:27:06.000,3.19.0,198.0,162.0,43,True,28.0,52117.0,50909.0,peewee,conda-forge/peewee,,,25491521.0,https://pypi.org/project/peewee,2026-01-07 17:24:58.000,1208.0,25467110.0,https://anaconda.org/conda-forge/peewee,2026-01-08 16:36:30.172,1611152.0,1.0,,,,,,,,,,,,,,,,, +33,h5py,h5py/h5py,HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.,,data-containers,https://github.com/h5py/h5py,https://github.com/h5py/h5py,,BSD-3-Clause,2012-09-21 00:40:02.000,2026-02-02 17:58:51.000,2026-02-02 17:56:03,5098.0,550,54.0,1170.0,327.0,1347.0,2200,2025-10-16 10:33:24.000,3.15.1,45.0,218.0,43,True,120.0,365920.0,356412.0,h5py,conda-forge/h5py,,5749.0,31226167.0,https://pypi.org/project/h5py,2025-10-16 10:33:24.000,9508.0,30878912.0,https://anaconda.org/conda-forge/h5py,2025-11-24 21:14:29.801,23609780.0,1.0,,,,,,,,,,,,,,,,, +34,python-dotenv,theskumar/python-dotenv,Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications..,,configuration,https://github.com/theskumar/python-dotenv,https://github.com/theskumar/python-dotenv,,BSD-3-Clause,2014-09-06 05:35:17.000,2026-01-12 13:03:34.000,2026-01-12 13:03:32,415.0,492,36.0,289.0,71.0,274.0,8639,2025-10-26 15:12:09.000,1.2.1,49.0,109.0,42,True,13.0,1691118.0,1666459.0,python-dotenv,conda-forge/python-dotenv,,,308766997.0,https://pypi.org/project/python-dotenv,2025-10-26 15:12:09.000,24659.0,308619799.0,https://anaconda.org/conda-forge/python-dotenv,2025-10-26 18:27:51.620,9862313.0,1.0,,,,,,,,,,,,,,,,, +35,marshmallow,marshmallow-code/marshmallow,A lightweight library for converting complex objects to and from simple Python datatypes.,,serialization,https://github.com/marshmallow-code/marshmallow,https://github.com/marshmallow-code/marshmallow,,MIT,2013-11-10 21:32:24.000,2026-02-04 19:09:56.670,2026-02-04 15:45:52,3674.0,654,71.0,1268.0,145.0,1133.0,7233,2026-02-04 15:47:02.000,4.2.2,197.0,221.0,42,True,44.0,226602.0,223829.0,marshmallow,conda-forge/marshmallow,,,101825076.0,https://pypi.org/project/marshmallow,2026-02-04 15:47:02.000,2773.0,101771957.0,https://anaconda.org/conda-forge/marshmallow,2026-02-04 19:09:56.670,3612137.0,2.0,,,,,,,,,,,,,,,,, +36,attrs,python-attrs/attrs,Python Classes Without Boilerplate.,,utilities,https://github.com/python-attrs/attrs,https://github.com/python-attrs/attrs,,MIT,2015-01-27 15:01:01.000,2026-02-04 08:08:43.000,2026-02-04 08:08:14,1742.0,410,57.0,721.0,139.0,650.0,5726,2025-10-06 13:54:43.000,25.4.0,35.0,182.0,42,True,20.0,1429385.0,1419096.0,attrs,conda-forge/attrs,,,478735316.0,https://pypi.org/project/attrs,2025-10-06 13:54:43.000,10289.0,477811232.0,https://anaconda.org/conda-forge/attrs,2025-12-04 19:06:37.706,60989577.0,1.0,,,,,,,,,,,,,,,,, +37,google-cloud-storage,googleapis/google-cloud-python,Google Cloud Client Library for Python.,,db-clients,https://github.com/googleapis/google-cloud-python,https://github.com/googleapis/google-cloud-python,,Apache-2.0,2014-01-28 15:51:47.000,2026-02-05 08:05:27.000,2026-02-04 23:26:38,40933.0,1629,282.0,10627.0,615.0,3835.0,5210,2026-02-04 23:36:11.000,google-cloud-geminidataanalytics-v0.10.0,117.0,544.0,42,True,94.0,2670.0,,google-cloud-storage,conda-forge/google-cloud-storage,,,183021803.0,https://pypi.org/project/google-cloud-storage,2026-02-02 13:36:32.000,2670.0,182927415.0,https://anaconda.org/conda-forge/google-cloud-storage,2026-02-02 18:23:59.147,6324043.0,1.0,,,,,,,,,,,,,,,,, +38,jsonschema,Julian/jsonschema,An implementation of the JSON Schema specification for Python.,,data-validation,https://github.com/python-jsonschema/jsonschema,https://github.com/python-jsonschema/jsonschema,python-jsonschema/jsonschema,MIT,2011-12-30 03:37:43.000,2026-02-04 05:04:26.000,2026-02-04 05:04:24,2979.0,607,54.0,475.0,42.0,842.0,4917,2026-01-07 13:41:11.000,4.26.0,109.0,120.0,42,True,48.0,827108.0,817486.0,jsonschema,conda-forge/jsonschema,,928.0,312819924.0,https://pypi.org/project/jsonschema,2026-01-07 13:41:05.000,9622.0,312138165.0,https://anaconda.org/conda-forge/jsonschema,2026-01-08 02:41:02.580,43631528.0,1.0,,,,,,,,,,,,,,,,, +39,elasticsearch,elastic/elasticsearch-py,Official Python client for Elasticsearch.,,db-clients,https://github.com/elastic/elasticsearch-py,https://github.com/elastic/elasticsearch-py,,Apache-2.0,2013-05-01 22:47:39.000,2026-02-05 08:12:58.000,2026-02-05 07:36:00,1864.0,1208,407.0,2124.0,67.0,1110.0,4367,2026-02-03 20:28:06.000,9.3.0,170.0,226.0,42,True,40.0,65707.0,63699.0,elasticsearch,conda-forge/elasticsearch,,5537.0,49381142.0,https://pypi.org/project/elasticsearch,2026-02-03 20:26:34.000,2008.0,49358407.0,https://anaconda.org/conda-forge/elasticsearch,2026-02-04 13:36:56.589,1562369.0,1.0,,,,,,,,,,,,,,,,, +40,pyparsing,pyparsing/pyparsing,Python library for creating PEG parsers.,,others,https://github.com/pyparsing/pyparsing,https://github.com/pyparsing/pyparsing,,MIT,2017-05-14 18:07:01.000,2026-01-29 18:58:42.000,2026-01-29 18:58:37,1663.0,300,23.0,209.0,39.0,341.0,2452,2026-01-21 04:20:04.000,3.3.2,89.0,75.0,42,True,143.0,1272735.0,1266392.0,pyparsing,conda-forge/pyparsing,,15257.0,256736872.0,https://pypi.org/project/pyparsing,2026-01-21 03:57:55.000,6343.0,255489751.0,https://anaconda.org/conda-forge/pyparsing,2026-01-21 14:00:18.207,64841402.0,1.0,,,,,,,,,,,,,,,,, +41,Pygments,pygments/pygments,Pygments is a generic syntax highlighter written in Python.,,others,https://github.com/pygments/pygments,https://github.com/pygments/pygments,,BSD-2-Clause,2019-08-31 15:46:03.000,2026-01-11 17:00:04.000,2026-01-11 17:00:00,7078.0,764,37.0,1060.0,597.0,1451.0,2106,2025-06-21 13:39:59.000,2.19.2,68.0,892.0,42,True,16.0,1104664.0,1095054.0,pygments,conda-forge/pygments,,,511322789.0,https://pypi.org/project/pygments,2025-06-21 13:39:07.000,9610.0,510475026.0,https://anaconda.org/conda-forge/pygments,2025-06-22 18:12:22.152,55104654.0,1.0,,,,,,,,,,,,,,,,, +42,docker-compose,docker/compose,Define and run multi-container applications with Docker.,,infrastructure,https://github.com/docker/compose,https://github.com/docker/compose,,Apache-2.0,2013-12-09 11:40:58.000,2026-02-03 14:11:50.000,2026-02-03 14:11:49,5630.0,5703,700.0,5098.0,46.0,8219.0,36946,2026-01-21 07:42:38.000,5.0.2,144.0,610.0,41,True,118.0,1607.0,1359.0,docker-compose,conda-forge/docker-compose,,12468223.0,1526364.0,https://pypi.org/project/docker-compose,2021-05-10 11:22:10.000,248.0,1218089.0,https://anaconda.org/conda-forge/docker-compose,2026-01-23 06:03:19.119,776108.0,2.0,,,,,,,,,,,,,,,,, +43,Typer,tiangolo/typer,"Typer, build great CLIs. Easy to code. Based on Python type hints.",,cli-helpers,https://github.com/fastapi/typer,https://github.com/fastapi/typer,fastapi/typer,MIT,2019-12-24 12:24:11.000,2026-02-04 22:02:40.000,2026-02-04 11:21:53,1295.0,826,76.0,840.0,66.0,272.0,18775,2026-01-06 11:21:09.000,0.21.1,68.0,96.0,41,True,134.0,250853.0,235447.0,typer,conda-forge/typer,,,124770505.0,https://pypi.org/project/typer,2026-01-06 11:21:09.000,15406.0,124640435.0,https://anaconda.org/conda-forge/typer,2026-01-08 22:08:44.791,8844806.0,2.0,,,,,,,,,,,,,,,,, +44,rq,rq/rq,Simple job queues for Python.,,data-pipelines,https://github.com/rq/rq,https://github.com/rq/rq,,BSD-3-Clause,2011-11-14 10:53:48.000,2026-01-31 09:52:22.000,2026-01-31 09:52:21,2035.0,1454,199.0,1063.0,232.0,1006.0,10572,2025-11-22 06:45:57.000,2.6.1,91.0,346.0,41,True,26.0,21366.0,21053.0,rq,conda-forge/rq,,,4440728.0,https://pypi.org/project/rq,2025-11-22 06:45:13.000,313.0,4437263.0,https://anaconda.org/conda-forge/rq,2025-07-21 06:25:31.854,218312.0,2.0,,,,,,,,,,,,,,,,, +45,joblib,joblib/joblib,Computing with Python functions.,,data-pipelines,https://github.com/joblib/joblib,https://github.com/joblib/joblib,,BSD-3-Clause,2010-05-07 06:48:26.000,2026-02-01 17:09:19.000,2026-01-12 06:25:02,1606.0,442,59.0,840.0,426.0,567.0,4324,2025-12-15 08:42:11.000,1.5.3,116.0,151.0,41,True,11.0,731896.0,722342.0,joblib,conda-forge/joblib,,177.0,150580573.0,https://pypi.org/project/joblib,2025-12-15 08:41:44.000,9554.0,149947848.0,https://anaconda.org/conda-forge/joblib,2025-12-15 10:23:16.147,42392292.0,2.0,,,,,,,,,,,,,,,,, +46,more-itertools,more-itertools/more-itertools,"More routines for operating on iterables, beyond itertools.",,utilities,https://github.com/more-itertools/more-itertools,https://github.com/more-itertools/more-itertools,,MIT,2012-04-26 05:15:14.000,2026-02-02 20:04:28.000,2026-02-02 20:04:28,2265.0,308,38.0,718.0,31.0,398.0,4037,2025-09-02 15:24:20.000,10.8.0,51.0,139.0,41,True,60.0,289377.0,284829.0,more-itertools,conda-forge/more-itertools,,3584.0,188222972.0,https://pypi.org/project/more-itertools,2025-09-02 15:23:09.000,4548.0,187769590.0,https://anaconda.org/conda-forge/more-itertools,2025-11-30 07:18:04.935,30827829.0,1.0,,,,,,,,,,,,,,,,, +47,anyio,agronholm/anyio,High level asynchronous concurrency and networking framework that works on top of either Trio or asyncio.,,async,https://github.com/agronholm/anyio,https://github.com/agronholm/anyio,,MIT,2018-08-19 21:07:18.000,2026-02-04 20:13:22.000,2026-02-04 20:13:19,1243.0,180,23.0,565.0,76.0,364.0,2376,2026-01-06 11:45:20.000,4.12.1,66.0,65.0,41,True,30.0,621562.0,616905.0,anyio,conda-forge/anyio,,,431187397.0,https://pypi.org/project/anyio,2026-01-06 11:45:19.000,4657.0,430739019.0,https://anaconda.org/conda-forge/anyio,2026-01-06 17:07:01.773,30938137.0,1.0,,,,,,,,,,,,,,,,, +48,cookiecutter,cookiecutter/cookiecutter,"A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python..",,others,https://github.com/cookiecutter/cookiecutter,https://github.com/cookiecutter/cookiecutter,,BSD-3-Clause,2013-07-14 18:31:22.000,2026-02-01 15:02:01.000,2026-02-01 04:36:29,3116.0,2171,224.0,1233.0,271.0,661.0,24630,2024-02-21 18:02:39.000,2.6.0,42.0,332.0,40,True,15.0,38103.0,36993.0,cookiecutter,conda-forge/cookiecutter,,,6730835.0,https://pypi.org/project/cookiecutter,2024-02-21 18:02:39.000,1110.0,6700326.0,https://anaconda.org/conda-forge/cookiecutter,2025-04-22 14:56:23.598,1739057.0,1.0,,,,,,,,,,,,,,,,, +49,kivy,kivy/kivy,"Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS.",,gui-dev,https://github.com/kivy/kivy,https://github.com/kivy/kivy,,MIT,2010-11-03 20:27:32.000,2026-02-02 14:45:04.000,2026-01-26 20:46:24,13119.0,3137,589.0,3986.0,851.0,4452.0,18840,2024-12-26 18:37:03.000,2.3.1,52.0,632.0,40,True,35.0,17991.0,17633.0,kivy,conda-forge/kivy,,44104.0,258217.0,https://pypi.org/project/kivy,2024-12-26 16:13:26.000,358.0,248988.0,https://anaconda.org/conda-forge/kivy,2025-11-03 15:01:56.956,614497.0,1.0,,,,,,,,,,,,,,,,, +50,uvloop,MagicStack/uvloop,Ultra fast asyncio event loop.,,async,https://github.com/MagicStack/uvloop,https://github.com/MagicStack/uvloop,,Apache-2.0,2015-11-08 04:14:54.000,2026-01-30 14:24:05.000,2026-01-30 14:24:05,971.0,583,216.0,312.0,147.0,284.0,11629,2025-10-16 22:16:11.000,0.22.1,84.0,72.0,40,True,11.0,215001.0,213049.0,uvloop,conda-forge/uvloop,,644.0,82874320.0,https://pypi.org/project/uvloop,2025-10-16 22:16:11.000,1952.0,82831100.0,https://anaconda.org/conda-forge/uvloop,2025-11-07 00:03:03.823,2765800.0,2.0,,,,,,,,,,,,,,,,, +51,arrow,arrow-py/arrow,Better dates & times for Python.,,date-time-utils,https://github.com/arrow-py/arrow,https://github.com/arrow-py/arrow,,Apache-2.0,2012-11-18 20:23:27.000,2025-12-16 04:41:26.000,2025-12-16 04:41:26,1446.0,698,131.0,724.0,111.0,412.0,9021,2025-10-24 23:42:44.000,1.4.0,65.0,287.0,40,True,6.0,179758.0,177474.0,arrow,conda-forge/arrow,,,60361568.0,https://pypi.org/project/arrow,2025-10-18 17:46:45.000,2284.0,60197955.0,https://anaconda.org/conda-forge/arrow,2025-10-18 23:46:59.986,11125744.0,1.0,,,,,,,,,,,,,,,,, +52,docker,docker/docker-py,A Python library for the Docker Engine API.,,infrastructure,https://github.com/docker/docker-py,https://github.com/docker/docker-py,,Apache-2.0,2013-05-23 16:15:07.000,2025-11-24 13:24:54.000,2025-11-24 13:24:54,3437.0,1696,190.0,1675.0,534.0,1250.0,7157,2024-05-23 11:21:23.000,7.1.0,89.0,463.0,40,True,4.0,123140.0,119419.0,docker,conda-forge/docker-py,,1768.0,101574754.0,https://pypi.org/project/docker,2024-05-23 11:13:55.000,3721.0,101481857.0,https://anaconda.org/conda-forge/docker-py,2025-04-22 14:56:25.765,6316150.0,2.0,,,,,,,,,,,,,,,,, +53,kafka-python,dpkp/kafka-python,Python client for Apache Kafka.,,db-clients,https://github.com/dpkp/kafka-python,https://github.com/dpkp/kafka-python,,Apache-2.0,2012-09-24 13:00:26.000,2026-01-03 23:15:47.000,2026-01-03 23:15:38,2523.0,1448,139.0,1176.0,41.0,1485.0,5887,2025-11-21 00:47:32.000,2.3.0,67.0,231.0,40,True,34.0,37131.0,36239.0,kafka-python,conda-forge/kafka-python,,1854.0,22767798.0,https://pypi.org/project/kafka-python,2025-11-21 00:47:32.000,892.0,22760035.0,https://anaconda.org/conda-forge/kafka-python,2025-11-21 13:19:30.639,503757.0,2.0,,,,,,,,,,,,,,,,, +54,xarray,pydata/xarray,N-D labeled arrays and datasets in Python.,,data-containers,https://github.com/pydata/xarray,https://github.com/pydata/xarray,,Apache-2.0,2013-09-30 17:21:10.000,2026-02-04 22:17:41.000,2026-02-04 22:17:40,6338.0,1218,100.0,5173.0,1358.0,3877.0,4077,2026-01-28 17:47:52.000,2026.01.0,103.0,598.0,40,True,98.0,48184.0,42972.0,xarray,conda-forge/xarray,,,13610589.0,https://pypi.org/project/xarray,2026-01-28 17:49:01.000,5212.0,13403827.0,https://anaconda.org/conda-forge/xarray,2026-01-29 05:44:27.558,13853086.0,2.0,,,,,,,,,,,,,,,,, +55,alembic,sqlalchemy/alembic,A database migrations tool for SQLAlchemy.,,db-clients,https://github.com/sqlalchemy/alembic,https://github.com/sqlalchemy/alembic,,MIT,2018-11-27 03:02:53.000,2026-01-31 11:25:41.000,2026-01-31 11:25:41,2032.0,309,23.0,208.0,115.0,1070.0,3938,2026-01-29 20:24:21.000,rel_1_18_3,143.0,218.0,40,True,43.0,336964.0,334062.0,alembic,conda-forge/alembic,,,125561232.0,https://pypi.org/project/alembic,2026-01-29 20:24:17.000,2902.0,125417420.0,https://anaconda.org/conda-forge/alembic,2026-01-30 11:05:57.877,9347819.0,2.0,,,,,,,,,,,,,,,,, +56,PyYAML,yaml/pyyaml,Canonical source repository for PyYAML.,,file-formats,https://github.com/yaml/pyyaml,https://github.com/yaml/pyyaml,,MIT,2011-11-03 05:09:49.000,2026-02-04 17:33:51.501,2025-09-25 18:13:58,326.0,556,52.0,308.0,324.0,359.0,2844,2025-09-25 21:31:46.000,6.0.3,43.0,40.0,40,True,,1812229.0,1757544.0,pyyaml,conda-forge/pyyaml,,,634173829.0,https://pypi.org/project/pyyaml,2025-09-25 21:31:46.000,54685.0,633031007.0,https://anaconda.org/conda-forge/pyyaml,2026-02-04 17:33:51.501,74283455.0,1.0,,,,,,,,,,,,,,,,, +57,wrapt,GrahamDumpleton/wrapt,"A Python module for decorators, wrappers and monkey patching.",,others,https://github.com/GrahamDumpleton/wrapt,https://github.com/GrahamDumpleton/wrapt,,BSD-2-Clause,2013-05-29 10:22:45.000,2026-02-03 09:56:05.530,2026-02-03 01:46:35,1094.0,244,39.0,90.0,45.0,177.0,2268,2026-02-03 02:11:17.000,2.1.1,77.0,36.0,40,True,38.0,616648.0,613634.0,wrapt,conda-forge/wrapt,,,285787890.0,https://pypi.org/project/wrapt,2026-02-03 02:11:17.000,3014.0,285292202.0,https://anaconda.org/conda-forge/wrapt,2026-02-03 09:56:05.530,31724083.0,1.0,,,,,,,,,,,,,,,,, +58,filesystem_spec,fsspec/filesystem_spec,A specification that python filesystems should adhere to.,,file-path-utils,https://github.com/fsspec/filesystem_spec,https://github.com/fsspec/filesystem_spec,,BSD-3-Clause,2018-04-23 16:45:08.000,2026-02-02 18:24:53.000,2026-02-02 18:24:52,2521.0,426,17.0,1134.0,339.0,501.0,1277,2026-01-09 15:21:34.000,2026.1.0,96.0,305.0,40,True,23.0,289702.0,286493.0,fsspec,conda-forge/fsspec,,,554060889.0,https://pypi.org/project/fsspec,2026-01-09 15:21:34.000,3209.0,553634110.0,https://anaconda.org/conda-forge/fsspec,2026-01-09 23:21:41.810,29447819.0,1.0,,,,,,,,,,,,,,,,, +59,Great Expectations,great-expectations/great_expectations,Always know what to expect from your data.,,data-pipelines,https://github.com/great-expectations/great_expectations,https://github.com/great-expectations/great_expectations,,Apache-2.0,2017-09-11 00:18:46.000,2026-02-04 21:23:22.000,2026-02-03 23:58:14,13478.0,1673,85.0,9395.0,84.0,1982.0,11119,2026-01-29 18:44:03.000,1.11.3,351.0,460.0,39,True,73.0,138.0,,great_expectations,conda-forge/great-expectations,,,24147658.0,https://pypi.org/project/great_expectations,2026-01-29 15:28:21.000,138.0,24127497.0,https://anaconda.org/conda-forge/great-expectations,2026-01-29 21:49:11.267,1391128.0,2.0,,,,,,,,,,,,,,,,, +60,paramiko,paramiko/paramiko,The leading native Python SSHv2 protocol library.,,infrastructure,https://github.com/paramiko/paramiko,https://github.com/paramiko/paramiko,,LGPL-2.1,2009-02-02 03:41:08.000,2025-10-20 02:50:05.000,2025-10-20 02:49:59,4039.0,2034,316.0,835.0,1138.0,846.0,9667,2025-08-04 01:02:02.000,4.0.0,150.0,189.0,39,True,,125663.0,121836.0,paramiko,conda-forge/paramiko,,,128116457.0,https://pypi.org/project/paramiko,2025-08-04 01:02:02.000,3827.0,128005763.0,https://anaconda.org/conda-forge/paramiko,2025-08-13 16:23:01.875,7416502.0,2.0,,,,,,,,,,,,,,,,, +61,kubernetes,kubernetes-client/python,Official Python client library for kubernetes.,,infrastructure,https://github.com/kubernetes-client/python,https://github.com/kubernetes-client/python,,Apache-2.0,2016-10-31 20:08:03.000,2026-01-28 16:39:51.000,2026-01-28 16:39:51,1973.0,3463,137.0,1065.0,92.0,1362.0,7497,2026-01-16 01:06:57.000,35.0.0,112.0,230.0,39,True,35.0,2032.0,,kubernetes,conda-forge/kubernetes,,,117194799.0,https://pypi.org/project/kubernetes,2026-01-16 01:05:25.000,2032.0,117184191.0,https://anaconda.org/conda-forge/kubernetes,2025-12-11 01:35:47.118,731962.0,2.0,,,,,,,,,,,,,,,,, +62,watchdog,gorakhargosh/watchdog,Python library and shell utilities to monitor filesystem events.,,file-path-utils,https://github.com/gorakhargosh/watchdog,https://github.com/gorakhargosh/watchdog,,Apache-2.0,2010-10-23 12:00:17.000,2026-01-08 09:04:44.000,2026-01-08 09:04:44,1555.0,724,124.0,459.0,216.0,487.0,7245,2024-11-01 14:09:55.000,6.0.0,54.0,170.0,39,True,10.0,258632.0,255971.0,watchdog,conda-forge/watchdog,,,74106885.0,https://pypi.org/project/watchdog,2024-11-01 14:06:24.000,2661.0,74032006.0,https://anaconda.org/conda-forge/watchdog,2025-12-05 08:14:09.286,5091816.0,2.0,,,,,,,,,,,,,,,,, +63,Ibis,ibis-project/ibis,the portable Python dataframe library.,,db-clients,https://github.com/ibis-project/ibis,https://github.com/ibis-project/ibis,,Apache-2.0,2015-04-17 20:43:46.000,2026-02-05 04:46:59.000,2026-02-04 18:15:29,10094.0,696,88.0,8090.0,450.0,3147.0,6382,2025-10-15 13:12:07.000,11.0.0,180.0,517.0,39,True,121.0,5296.0,5166.0,ibis-framework,conda-forge/ibis-framework,,451.0,1234895.0,https://pypi.org/project/ibis-framework,2026-02-01 00:05:18.000,130.0,1224389.0,https://anaconda.org/conda-forge/ibis-framework,2025-10-15 14:13:58.232,713842.0,2.0,,,,,,,,,,,,,,,,, +64,pymongo,mongodb/mongo-python-driver,PyMongo - the Official MongoDB Python driver.,,db-clients,https://github.com/mongodb/mongo-python-driver,https://github.com/mongodb/mongo-python-driver,,Apache-2.0,2009-01-15 15:18:06.000,2026-02-04 21:01:36.000,2026-02-03 19:44:16,6533.0,1139,230.0,2692.0,4.0,,4332,2026-01-07 18:15:35.000,4.16.0,170.0,242.0,39,True,64.0,5876.0,,pymongo,conda-forge/pymongo,,4868.0,74278096.0,https://pypi.org/project/pymongo,2026-01-07 18:03:40.000,5876.0,74194882.0,https://anaconda.org/conda-forge/pymongo,2026-01-11 09:30:41.251,5571345.0,2.0,,,,,,,,,,,,,,,,, +65,XlsxWriter,jmcnamara/XlsxWriter,A Python module for creating Excel XLSX files.,,file-formats,https://github.com/jmcnamara/XlsxWriter,https://github.com/jmcnamara/XlsxWriter,,BSD-2-Clause,2013-01-04 01:07:06.000,2026-01-28 17:55:09.000,2026-01-28 17:54:43,1486.0,654,109.0,153.0,19.0,1001.0,3903,2025-09-16 00:16:20.000,3.2.9,175.0,58.0,39,True,11.0,110457.0,109983.0,xlsxwriter,conda-forge/xlsxwriter,,,57142502.0,https://pypi.org/project/xlsxwriter,2025-09-16 00:16:20.000,474.0,57078765.0,https://anaconda.org/conda-forge/xlsxwriter,2025-10-12 21:28:27.859,4397859.0,3.0,,,,,,,,,,,,,,,,, +66,psycopg2,psycopg/psycopg2,PostgreSQL database adapter for the Python programming language.,,db-clients,https://github.com/psycopg/psycopg2,https://github.com/psycopg/psycopg2,,BSD-3-Clause-Attribution,2013-01-21 11:05:11.000,2026-02-02 12:30:53.000,2026-02-02 12:30:46,3168.0,525,69.0,333.0,19.0,1356.0,3611,2025-12-19 17:05:43.000,2.9.11,64.0,142.0,39,False,6.0,867178.0,862823.0,psycopg2,psycopg2,,,38591343.0,https://pypi.org/project/psycopg2,2025-10-10 11:10:09.000,4317.0,38588118.0,https://anaconda.org/anaconda/psycopg2,2025-12-19 17:27:30.555,396691.0,2.0,,,,,,,,,,,,,38.0,,,, +67,cachetools,tkem/cachetools,Extensible memoizing collections and decorators.,,caching,https://github.com/tkem/cachetools,https://github.com/tkem/cachetools,,MIT,2014-03-22 10:15:14.000,2026-02-01 21:32:57.208,2026-02-01 18:49:24,423.0,183,23.0,116.0,2.0,266.0,2689,2026-02-01 18:59:45.000,7.0.0,66.0,19.0,39,True,36.0,688712.0,684354.0,cachetools,conda-forge/cachetools,,,227965407.0,https://pypi.org/project/cachetools,2026-02-01 18:59:45.000,4358.0,227691893.0,https://anaconda.org/conda-forge/cachetools,2026-02-01 21:32:57.208,18872475.0,1.0,,,,,,,,,,,,,,,,, +68,greenlet,python-greenlet/greenlet,Lightweight in-process concurrent programming.,,async,https://github.com/python-greenlet/greenlet,https://github.com/python-greenlet/greenlet,,,2011-12-17 21:12:01.000,2026-02-03 00:17:19.159,2026-01-23 16:19:32,1168.0,264,51.0,205.0,23.0,266.0,1798,2026-01-23 15:30:37.000,3.3.1,60.0,84.0,39,False,34.0,591903.0,589718.0,greenlet,conda-forge/greenlet,,,271036536.0,https://pypi.org/project/greenlet,2026-01-23 15:30:37.000,2185.0,270764293.0,https://anaconda.org/conda-forge/greenlet,2026-02-03 00:17:19.159,18512542.0,2.0,,,,,,,,,,,,-2.0,,,,, +69,bcrypt,pyca/bcrypt,Modern(-ish) password hashing for your software and your servers.,,cryptography,https://github.com/pyca/bcrypt,https://github.com/pyca/bcrypt,,Apache-2.0,2013-05-11 02:03:55.000,2026-02-05 12:29:19.000,2026-02-05 12:29:12,950.0,204,23.0,992.0,6.0,153.0,1441,2025-09-25 19:49:05.000,5.0.0,28.0,40.0,39,True,37.0,348964.0,346914.0,bcrypt,conda-forge/bcrypt,,,149696747.0,https://pypi.org/project/bcrypt,2025-09-25 19:49:05.000,2050.0,149557214.0,https://anaconda.org/conda-forge/bcrypt,2025-11-07 06:47:35.791,9209185.0,2.0,,,,,,,,,,,,,,,,, +70,luigi,spotify/luigi,"Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution,..",,data-pipelines,https://github.com/spotify/luigi,https://github.com/spotify/luigi,,Apache-2.0,2012-09-20 15:06:38.000,2026-02-05 10:53:08.000,2026-01-30 01:34:26,4273.0,2450,454.0,2356.0,161.0,900.0,18652,2026-01-27 01:07:57.000,3.7.2,86.0,631.0,38,True,19.0,2987.0,2813.0,luigi,luigi,,,1480358.0,https://pypi.org/project/luigi,2026-01-27 01:07:21.000,171.0,1480177.0,https://anaconda.org/anaconda/luigi,2026-02-04 12:25:59.114,21790.0,2.0,,,,,,,stable/luigi,,,,,,3.0,,,, +71,sqlmodel,tiangolo/sqlmodel,"SQL databases in Python, designed for simplicity, compatibility, and robustness.",,db-clients,https://github.com/fastapi/sqlmodel,https://github.com/fastapi/sqlmodel,fastapi/sqlmodel,MIT,2021-08-24 14:26:53.000,2026-02-05 09:58:23.000,2026-02-05 09:58:22,986.0,796,137.0,874.0,59.0,286.0,17593,2026-02-01 18:19:15.000,0.0.32,35.0,103.0,38,True,131.0,31597.0,30270.0,sqlmodel,conda-forge/sqlmodel,['pydantic'],,9311341.0,https://pypi.org/project/sqlmodel,2026-02-01 18:19:15.000,1327.0,9309063.0,https://anaconda.org/conda-forge/sqlmodel,2026-02-02 19:08:31.812,123019.0,2.0,,,,,,,,,,,,,,,,, +72,Kedro,kedro-org/kedro,Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create..,,data-pipelines,https://github.com/kedro-org/kedro,https://github.com/kedro-org/kedro,,Apache-2.0,2019-04-18 10:29:56.000,2026-02-05 13:16:05.000,2026-02-02 17:29:20,4228.0,990,100.0,2423.0,173.0,2336.0,10746,2026-01-29 14:25:58.000,1.2.0,69.0,268.0,38,True,64.0,3365.0,3219.0,kedro,,,,612076.0,https://pypi.org/project/kedro,2026-01-29 14:25:58.000,146.0,612076.0,,,,2.0,,,,,,,,,,,,,,,,, +73,orjson,ijl/orjson,"Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy.",,serialization,https://github.com/ijl/orjson,https://github.com/ijl/orjson,,Apache-2.0,2018-11-21 23:43:14.000,2026-02-02 15:37:06.000,2026-02-02 14:52:49,764.0,286,34.0,144.0,,490.0,7865,2026-02-02 15:39:32.000,3.11.7,149.0,24.0,38,True,17.0,213404.0,208097.0,orjson,conda-forge/orjson,,,111967439.0,https://pypi.org/project/orjson,2026-02-02 15:37:06.000,5307.0,111899986.0,https://anaconda.org/conda-forge/orjson,2025-12-15 15:18:25.193,4654317.0,2.0,,,,,,,,,,,,,,,,, +74,PyMySQL,PyMySQL/PyMySQL,MySQL client library for Python.,,db-clients,https://github.com/PyMySQL/PyMySQL,https://github.com/PyMySQL/PyMySQL,,MIT,2011-07-27 17:38:47.000,2025-08-25 01:53:42.974,2025-08-24 12:53:42,1132.0,1440,223.0,522.0,22.0,656.0,7843,2025-08-24 12:56:20.000,1.1.2,44.0,130.0,38,True,,290536.0,288777.0,PyMySQL,conda-forge/pymysql,,,71632336.0,https://pypi.org/project/PyMySQL,2025-08-24 12:55:53.000,1759.0,71601998.0,https://anaconda.org/conda-forge/pymysql,2025-08-25 01:53:42.974,2032651.0,2.0,,,,,,,,,,,,,,,,, +75,AWS Data Wrangler,awslabs/aws-data-wrangler,"pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime,..",,db-clients,https://github.com/aws/aws-sdk-pandas,https://github.com/aws/aws-sdk-pandas,aws/aws-sdk-pandas,Apache-2.0,2019-02-26 01:39:02.000,2026-02-04 13:19:11.000,2026-02-02 13:57:58,2700.0,720,55.0,1920.0,32.0,1220.0,4099,2026-01-13 23:01:39.000,3.15.0,162.0,175.0,38,True,21.0,2635.0,2495.0,awswrangler,conda-forge/awswrangler,['pandas'],434860.0,77355944.0,https://pypi.org/project/awswrangler,2026-01-13 22:59:18.000,140.0,77338740.0,https://anaconda.org/conda-forge/awswrangler,2026-01-14 16:02:27.836,781654.0,2.0,,,,,,,,,,,,,,,,, +76,pycparser,eliben/pycparser,Complete C99 parser in pure Python.,,others,https://github.com/eliben/pycparser,https://github.com/eliben/pycparser,,,2013-06-09 22:01:56.000,2026-01-24 14:25:22.000,2026-01-24 14:25:06,651.0,639,87.0,206.0,32.0,354.0,3469,2026-01-21 14:31:44.000,release_v3.00,24.0,91.0,38,False,76.0,1113508.0,1110366.0,pycparser,conda-forge/pycparser,,,572925846.0,https://pypi.org/project/pycparser,2026-01-21 14:26:50.000,3142.0,571906287.0,https://anaconda.org/conda-forge/pycparser,2025-04-22 14:56:26.647,69330078.0,2.0,,,,,,,,,,,,,,,,, +77,dill,uqfoundation/dill,serialize all of Python.,,serialization,https://github.com/uqfoundation/dill,https://github.com/uqfoundation/dill,,BSD-3-Clause,2013-06-28 16:42:27.000,2026-01-24 02:35:10.000,2026-01-24 02:34:40,1060.0,188,21.0,214.0,198.0,358.0,2426,2026-01-19 02:41:18.000,0.4.1,30.0,47.0,38,True,10.0,243943.0,239705.0,dill,conda-forge/dill,,294295.0,114814478.0,https://pypi.org/project/dill,2026-01-19 02:36:55.000,4238.0,114561696.0,https://anaconda.org/conda-forge/dill,2026-01-19 23:02:44.504,17054000.0,2.0,,,,,,,,,,,,,,,,, +78,pyrsistent,tobgu/pyrsistent,Persistent/Immutable/Functional data structures for Python.,,data-structures,https://github.com/tobgu/pyrsistent,https://github.com/tobgu/pyrsistent,,MIT,2013-06-20 14:11:13.000,2026-01-31 05:46:07.000,2026-01-31 05:46:04,759.0,160,34.0,138.0,29.0,154.0,2170,2023-10-25 21:06:04.000,0.20.0,75.0,77.0,38,True,13.0,367510.0,366470.0,pyrsistent,conda-forge/pyrsistent,,,39698868.0,https://pypi.org/project/pyrsistent,2023-10-25 21:06:04.000,1040.0,39372427.0,https://anaconda.org/conda-forge/pyrsistent,2025-10-04 17:03:24.308,21871574.0,1.0,,,,,,,,,,,,,,,,, +79,zarr,zarr-developers/zarr-python,"An implementation of chunked, compressed, N-dimensional arrays for Python.",,data-containers,https://github.com/zarr-developers/zarr-python,https://github.com/zarr-developers/zarr-python,,MIT,2015-12-15 14:49:40.000,2026-02-02 19:15:41.000,2026-02-02 19:14:52,2755.0,372,40.0,2111.0,519.0,919.0,1910,2025-11-21 14:05:59.000,3.1.5,115.0,155.0,38,True,43.0,9315.0,7600.0,zarr,conda-forge/zarr,,,3537955.0,https://pypi.org/project/zarr,2025-11-21 14:05:59.000,1715.0,3463763.0,https://anaconda.org/conda-forge/zarr,2025-11-21 16:33:52.612,4970927.0,2.0,,,,,,,,,,,,,,,,, +80,holidays,vacanza/holidays,Open World Holidays Framework.,,date-time-utils,https://github.com/vacanza/holidays,https://github.com/vacanza/holidays,,MIT,2014-08-24 15:17:18.000,2026-02-05 02:59:35.000,2026-02-05 02:40:45,3627.0,602,21.0,2475.0,71.0,690.0,1815,2026-02-02 18:30:25.000,0.90,118.0,297.0,38,True,179.0,27037.0,26534.0,holidays,conda-forge/holidays,,281.0,23626564.0,https://pypi.org/project/holidays,2026-02-02 18:48:16.000,503.0,23560427.0,https://anaconda.org/conda-forge/holidays,2026-02-03 01:01:53.349,4430934.0,2.0,,,,,,,,,,,,,,,,, +81,python-bigquery,googleapis/python-bigquery,Google BigQuery API client library.,,db-clients,https://github.com/googleapis/python-bigquery,https://github.com/googleapis/python-bigquery,,Apache-2.0,2019-12-10 00:09:04.000,2026-02-01 18:15:17.000,2026-01-29 18:23:16,2071.0,322,50.0,1609.0,67.0,682.0,791,2026-01-08 01:07:23.000,3.40.0,184.0,177.0,38,True,13.0,53025.0,51628.0,google-cloud-bigquery,conda-forge/google-cloud-bigquery,,,118457916.0,https://pypi.org/project/google-cloud-bigquery,2026-01-08 01:07:23.000,1397.0,118403482.0,https://anaconda.org/conda-forge/google-cloud-bigquery,2026-01-08 13:47:33.967,3647095.0,2.0,,,,,,,,,,,,,,,,, +82,confluent-kafka-python,confluentinc/confluent-kafka-python,Confluents Kafka Python Client.,,db-clients,https://github.com/confluentinc/confluent-kafka-python,https://github.com/confluentinc/confluent-kafka-python,,Apache-2.0,2016-04-14 07:40:41.000,2026-02-05 02:32:11.000,2026-01-27 05:57:22,1075.0,935,193.0,865.0,191.0,1125.0,440,2026-01-05 13:12:05.000,2.13.0,56.0,141.0,38,True,35.0,17623.0,16818.0,confluent-kafka,conda-forge/python-confluent-kafka,,,45033307.0,https://pypi.org/project/confluent-kafka,2026-01-05 10:23:21.000,805.0,45005675.0,https://anaconda.org/conda-forge/python-confluent-kafka,2026-01-06 19:14:26.170,1768477.0,2.0,,,,,,,,,,,,,,,,, +83,diagrams,mingrammer/diagrams,Diagram as Code for prototyping cloud system architectures.,,others,https://github.com/mingrammer/diagrams,https://github.com/mingrammer/diagrams,,MIT,2020-02-02 15:23:24.000,2026-01-22 00:06:50.000,2026-01-11 10:25:00,654.0,2693,405.0,613.0,378.0,224.0,41988,2025-11-22 02:30:19.000,0.25.1,51.0,176.0,37,True,8.0,2418.0,2304.0,diagrams,conda-forge/diagrams,,,4922546.0,https://pypi.org/project/diagrams,2025-11-22 02:27:15.000,114.0,4917778.0,https://anaconda.org/conda-forge/diagrams,2025-11-24 15:46:24.848,329001.0,2.0,,,,,,,,,,,,,,,,, +84,python-fire,google/python-fire,Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.,,cli-helpers,https://github.com/google/python-fire,https://github.com/google/python-fire,,Apache-2.0,2017-02-21 21:35:07.000,2026-02-01 08:17:46.000,2025-08-16 21:26:04,355.0,1455,358.0,286.0,153.0,208.0,28096,2025-08-16 20:25:34.000,0.7.1,13.0,67.0,37,True,,54907.0,51940.0,fire,conda-forge/fire,,,16547971.0,https://pypi.org/project/fire,2025-08-16 20:20:22.000,2967.0,16524961.0,https://anaconda.org/conda-forge/fire,2025-09-12 20:33:44.970,1403659.0,2.0,,,,,,,,,,,,,,,,, +85,tink,google/tink,"Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy..",,cryptography,https://github.com/tink-crypto/tink,https://github.com/tink-crypto/tink,tink-crypto/tink,Apache-2.0,2014-06-06 16:21:09.000,2026-01-30 10:55:29.000,2024-04-17 10:22:21,7864.0,1181,328.0,248.0,,469.0,13564,2026-01-30 10:55:29.000,1.13.1,21.0,118.0,37,False,,1542.0,1520.0,tink,,,1353.0,3337571.0,https://pypi.org/project/tink,2026-01-30 10:55:29.000,19.0,3337211.0,,,,2.0,tink-crypto,https://www.npmjs.com/package/tink-crypto,2023-05-02 19:29:05.212,3.0,347.0,,,,,,,,,,,, +86,dbt,dbt-labs/dbt-core,dbt enables data analysts and engineers to transform their data using the same practices that software engineers use..,,data-pipelines,https://github.com/dbt-labs/dbt-core,https://github.com/dbt-labs/dbt-core,,,2016-03-10 02:38:00.000,2026-02-05 13:26:15.000,2026-02-03 21:21:23,7309.0,2245,143.0,5606.0,791.0,5459.0,12200,2026-01-20 20:37:09.000,1.10.19,322.0,358.0,37,False,103.0,9448.0,9412.0,dbt,conda-forge/dbt,,3204.0,224339.0,https://pypi.org/project/dbt,2026-01-07 17:29:04.000,36.0,219550.0,https://anaconda.org/conda-forge/dbt,2025-04-22 14:56:29.479,518487.0,2.0,,,,,,,,,,,,,,dbt,,, +87,python-prompt-toolkit,prompt-toolkit/python-prompt-toolkit,Library for building powerful interactive command line applications in Python.,,cli-helpers,https://github.com/prompt-toolkit/python-prompt-toolkit,https://github.com/prompt-toolkit/python-prompt-toolkit,,BSD-3-Clause,2014-01-25 22:12:08.000,2025-11-17 08:33:22.000,2025-11-17 08:33:22,2809.0,748,150.0,844.0,684.0,578.0,10247,2025-08-27 15:26:41.000,3.0.52,136.0,239.0,37,True,6.0,4206.0,,prompt_toolkit,conda-forge/prompt-toolkit,,,128510906.0,https://pypi.org/project/prompt_toolkit,2025-08-27 15:23:59.000,4206.0,127899537.0,https://anaconda.org/conda-forge/prompt-toolkit,2025-08-27 19:12:04.639,40350359.0,2.0,,,,,,,,,,,,-2.0,,,,, +88,supervisor,Supervisor/supervisor,Supervisor process control system for Unix (supervisord).,,process-utils,https://github.com/Supervisor/supervisor,https://github.com/Supervisor/supervisor,,Repoze Public License,2010-12-08 00:48:48.000,2026-01-14 14:58:24.405,2025-12-21 21:03:11,2482.0,1261,226.0,500.0,168.0,1065.0,8987,2025-08-23 18:25:00.000,4.3.0,52.0,183.0,37,True,4.0,13424.0,13264.0,supervisor,conda-forge/supervisor,,,6074763.0,https://pypi.org/project/supervisor,2025-08-23 18:25:00.000,160.0,6065408.0,https://anaconda.org/conda-forge/supervisor,2026-01-14 14:58:24.405,598752.0,1.0,,,,,,,,,,,,-2.0,,,,, +89,tenacity,jd/tenacity,Retrying library for Python.,,utilities,https://github.com/jd/tenacity,https://github.com/jd/tenacity,,Apache-2.0,2016-08-11 12:44:02.000,2026-02-05 11:34:27.560,2026-02-05 06:31:37,538.0,305,45.0,260.0,128.0,174.0,8328,2026-02-05 06:33:11.000,9.1.3,61.0,105.0,37,True,7.0,6258.0,,tenacity,conda-forge/tenacity,,,220611224.0,https://pypi.org/project/tenacity,2026-02-05 06:33:11.000,6258.0,220413022.0,https://anaconda.org/conda-forge/tenacity,2026-02-05 11:34:27.560,12684972.0,2.0,,,,,,,,,,,,2.0,,,,, +90,Tablib,jazzband/tablib,"Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.",,data-loading,https://github.com/jazzband/tablib,https://github.com/jazzband/tablib,,MIT,2011-03-28 02:36:50.000,2026-01-06 16:49:32.000,2025-10-15 19:49:59,1226.0,592,128.0,370.0,33.0,236.0,4750,2025-10-15 18:21:44.000,3.9.0,50.0,134.0,37,True,,132137.0,131928.0,tablib,conda-forge/tablib,,,3793953.0,https://pypi.org/project/tablib,2025-10-15 18:21:44.000,209.0,3790287.0,https://anaconda.org/conda-forge/tablib,2025-10-15 20:08:53.249,227297.0,1.0,,,,,,,,,,,,,,,,, +91,netmiko,ktbyers/netmiko,Multi-vendor library to simplify Paramiko SSH connections to network devices.,,infrastructure,https://github.com/ktbyers/netmiko,https://github.com/ktbyers/netmiko,,MIT,2014-11-28 21:42:52.000,2026-01-23 09:11:30.000,2026-01-23 09:11:29,3112.0,1348,197.0,1445.0,90.0,2072.0,4069,2025-06-26 19:39:15.000,4.6.0,46.0,270.0,37,True,7.0,5700.0,5483.0,netmiko,,,,704500.0,https://pypi.org/project/netmiko,2025-06-26 19:13:15.000,217.0,704500.0,,,,3.0,,,,,,,,,,,,,,,,, +92,xlwings,xlwings/xlwings,xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on..,,data-loading,https://github.com/xlwings/xlwings,https://github.com/xlwings/xlwings,,BSD-3-Clause,2014-03-17 13:03:20.000,2026-01-26 09:31:35.000,2026-01-26 09:31:32,2894.0,525,115.0,667.0,401.0,1589.0,3304,2026-01-21 14:41:06.000,0.33.20,196.0,66.0,37,True,28.0,34432.0,34182.0,xlwings,conda-forge/xlwings,,13243.0,573751.0,https://pypi.org/project/xlwings,2026-01-21 14:41:06.000,250.0,549173.0,https://anaconda.org/conda-forge/xlwings,2026-01-23 08:27:53.959,1679934.0,1.0,,,,,,,,,,,,,,,,, +93,pexpect,pexpect/pexpect,A Python module for controlling interactive programs in a pseudo-terminal.,,process-utils,https://github.com/pexpect/pexpect,https://github.com/pexpect/pexpect,,ISC,2013-09-17 17:36:44.000,2025-04-22 14:56:22.014,2025-04-11 06:56:24,1638.0,486,85.0,322.0,163.0,343.0,2806,2023-11-25 06:56:14.000,4.9.0,20.0,109.0,37,True,,512530.0,510772.0,pexpect,conda-forge/pexpect,,4447.0,150671763.0,https://pypi.org/project/pexpect,2023-11-25 06:56:14.000,1758.0,150120591.0,https://anaconda.org/conda-forge/pexpect,2025-04-22 14:56:22.014,35273106.0,1.0,,,,,,,,,,,,,,,,, +94,dateparser,scrapinghub/dateparser,python parser for human readable dates.,,date-time-utils,https://github.com/scrapinghub/dateparser,https://github.com/scrapinghub/dateparser,,BSD-3-Clause,2014-11-24 17:30:12.000,2026-02-04 21:14:51.704,2026-02-04 16:37:22,1542.0,488,126.0,600.0,357.0,404.0,2778,2026-02-04 16:00:04.000,1.3.0,33.0,146.0,37,True,8.0,38887.0,37402.0,dateparser,conda-forge/dateparser,,,33143831.0,https://pypi.org/project/dateparser,2026-02-04 16:00:04.000,1485.0,33132165.0,https://anaconda.org/conda-forge/dateparser,2026-02-04 21:14:51.704,793333.0,2.0,,,,,,,,,,,,2.0,,,,, +95,chardet,chardet/chardet,Python character encoding detector.,,text,https://github.com/chardet/chardet,https://github.com/chardet/chardet,,LGPL-2.1,2012-07-26 20:30:54.000,2026-01-05 19:39:45.000,2026-01-05 19:39:45,513.0,265,44.0,155.0,75.0,88.0,2320,2023-08-01 19:23:00.000,5.2.0,15.0,50.0,37,True,119.0,964173.0,958546.0,chardet,conda-forge/chardet,,,122731950.0,https://pypi.org/project/chardet,2023-08-01 19:23:00.000,5620.0,122254339.0,https://anaconda.org/conda-forge/chardet,2025-04-22 14:56:31.629,31036534.0,1.0,@pypi/chardet,https://www.npmjs.com/package/@pypi/chardet,2017-08-20 08:18:15.011,7.0,126.0,,,,,,,,,,,, +96,pluggy,pytest-dev/pluggy,A minimalist production ready plugin system.,,others,https://github.com/pytest-dev/pluggy,https://github.com/pytest-dev/pluggy,,MIT,2015-04-28 15:32:26.000,2026-01-26 21:22:07.000,2026-01-26 21:22:06,925.0,139,21.0,443.0,53.0,145.0,1570,2025-05-15 12:30:06.000,1.6.0,24.0,56.0,37,True,25.0,773806.0,771183.0,pluggy,conda-forge/pluggy,,,541245055.0,https://pypi.org/project/pluggy,2025-05-15 12:30:06.000,2623.0,540528612.0,https://anaconda.org/conda-forge/pluggy,2025-12-05 01:07:44.457,45852387.0,2.0,,,,,,,,,,,,,,,,, +97,jsonpickle,jsonpickle/jsonpickle,Python library for serializing any arbitrary object graph into JSON. It can take almost any Python object and turn the..,,serialization,https://github.com/jsonpickle/jsonpickle,https://github.com/jsonpickle/jsonpickle,,BSD-3-Clause,2009-12-10 03:59:23.000,2026-02-01 23:14:29.000,2026-02-01 23:14:29,1773.0,176,30.0,254.0,63.0,313.0,1314,2025-06-02 20:36:40.000,4.1.1,59.0,83.0,37,True,68.0,50501.0,48978.0,jsonpickle,conda-forge/jsonpickle,,,18875067.0,https://pypi.org/project/jsonpickle,2025-06-02 20:36:08.000,1523.0,18836617.0,https://anaconda.org/conda-forge/jsonpickle,2025-06-03 14:03:42.627,2230105.0,2.0,,,,,,,,,,,,,,,,, +98,future,PythonCharmers/python-future,"Easy, clean, reliable Python 2/3 compatibility.",,compatibility,https://github.com/PythonCharmers/python-future,https://github.com/PythonCharmers/python-future,,MIT,2013-07-14 13:57:47.000,2025-05-19 20:20:19.000,2024-07-16 00:40:21,1949.0,294,33.0,251.0,189.0,212.0,1185,2024-02-21 11:52:35.000,1.0.0,52.0,130.0,37,False,,383801.0,377824.0,future,conda-forge/future,,,61872907.0,https://pypi.org/project/future,2024-02-21 11:52:35.000,5977.0,61613126.0,https://anaconda.org/conda-forge/future,2025-04-22 14:56:25.097,16625989.0,1.0,,,,,,,,,,,,,,,,, +99,s3transfer,boto/s3transfer,Amazon S3 Transfer Manager for Python.,,db-clients,https://github.com/boto/s3transfer,https://github.com/boto/s3transfer,,Apache-2.0,2016-01-12 23:19:42.000,2026-02-05 02:47:27.000,2025-12-05 23:12:46,720.0,149,18.0,293.0,65.0,41.0,232,2025-12-01 02:30:57.000,0.16.0,56.0,44.0,37,True,15.0,375257.0,374374.0,s3transfer,conda-forge/s3transfer,,,656090073.0,https://pypi.org/project/s3transfer,2025-12-01 02:30:57.000,883.0,655688987.0,https://anaconda.org/conda-forge/s3transfer,2025-12-01 11:51:13.545,25669531.0,2.0,,,,,,,,,,,,,,,,, +100,micropython,micropython/micropython,MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems.,,python-implementations,https://github.com/micropython/micropython,https://github.com/micropython/micropython,,Python-2.0,2013-12-20 11:47:07.000,2026-02-05 13:21:04.000,2026-02-05 13:19:48,18124.0,8579,713.0,7537.0,1788.0,4570.0,21430,2025-12-09 15:06:51.000,1.27.0,25.0,715.0,36,True,270.0,16.0,16.0,micropython-_markupbase,,,109498.0,1073.0,https://pypi.org/project/micropython-_markupbase,2016-10-10 21:51:14.000,,,,,,2.0,,,,,,,,,,,,,,,,, +101,DearPyGui,hoffstadt/DearPyGui,Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies.,,gui-dev,https://github.com/hoffstadt/DearPyGui,https://github.com/hoffstadt/DearPyGui,,MIT,2020-05-28 17:12:57.000,2026-02-04 02:53:15.000,2026-02-04 02:53:09,2965.0,756,164.0,561.0,415.0,1094.0,15167,2025-11-20 12:45:06.000,2.1.1,227.0,73.0,36,True,36.0,4501.0,4324.0,dearpygui,,,,124916.0,https://pypi.org/project/dearpygui,2025-11-14 14:47:37.000,177.0,124916.0,,,,2.0,,,,,,,,,,,,,,,,, +102,pendulum,sdispater/pendulum,Python datetimes made easy.,,date-time-utils,https://github.com/python-pendulum/pendulum,https://github.com/python-pendulum/pendulum,python-pendulum/pendulum,MIT,2016-06-27 23:37:53.000,2026-01-31 13:51:27.647,2026-01-30 11:08:26,900.0,415,66.0,349.0,204.0,367.0,6615,2026-01-30 11:20:36.000,3.2.0,57.0,124.0,36,True,7.0,40680.0,39098.0,pendulum,conda-forge/pendulum,,3764.0,60242653.0,https://pypi.org/project/pendulum,2026-01-30 11:20:36.000,1582.0,60215627.0,https://anaconda.org/conda-forge/pendulum,2026-01-31 13:51:27.647,1808616.0,2.0,,,,,,,,,,,,,,,,, +103,xmltodict,martinblech/xmltodict,Python module that makes working with XML feel like you are working with JSON.,,data-loading,https://github.com/martinblech/xmltodict,https://github.com/martinblech/xmltodict,,MIT,2012-04-17 14:38:21.000,2025-10-27 22:50:25.000,2025-10-27 22:50:24,311.0,465,100.0,137.0,1.0,261.0,5720,2025-09-17 21:59:24.000,1.0.2,37.0,56.0,36,True,,88744.0,85075.0,xmltodict,conda-forge/xmltodict,,49.0,95186325.0,https://pypi.org/project/xmltodict,2025-09-17 21:59:24.000,3669.0,95049080.0,https://anaconda.org/conda-forge/xmltodict,2025-09-18 10:25:17.949,6175622.0,2.0,,,,,,,,,,,,,,,,, +104,tortoise-orm,tortoise/tortoise-orm,"Familiar asyncio ORM for python, built with relations in mind.",,db-clients,https://github.com/tortoise/tortoise-orm,https://github.com/tortoise/tortoise-orm,,Apache-2.0,2018-03-29 16:52:10.000,2026-02-03 19:53:01.000,2026-02-03 19:52:59,1425.0,452,42.0,746.0,508.0,749.0,5475,2026-02-02 17:57:08.000,0.25.4,172.0,164.0,36,True,26.0,10741.0,10420.0,tortoise-orm,conda-forge/tortoise-orm,,18.0,448440.0,https://pypi.org/project/tortoise-orm,2026-02-02 17:57:08.000,321.0,447501.0,https://anaconda.org/conda-forge/tortoise-orm,2025-12-30 19:58:53.285,52629.0,2.0,,,,,,,,,,,,,,,,, +105,toolz,pytoolz/toolz,A functional standard library for Python.,,utilities,https://github.com/pytoolz/toolz,https://github.com/pytoolz/toolz,,,2013-09-13 02:18:43.000,2026-01-01 18:01:22.000,2025-10-17 03:29:39,1230.0,270,76.0,379.0,122.0,154.0,5111,2025-10-17 04:03:20.000,1.1.0,31.0,82.0,36,False,,207796.0,206106.0,toolz,conda-forge/toolz,,,52475557.0,https://pypi.org/project/toolz,2025-10-17 04:03:20.000,1690.0,52024417.0,https://anaconda.org/conda-forge/toolz,2025-10-17 13:30:58.070,29324138.0,2.0,,,,,,,,,,,,,,,,, +106,MongoEngine,MongoEngine/mongoengine,A Python Object-Document-Mapper for working with MongoDB.,,db-clients,https://github.com/MongoEngine/mongoengine,https://github.com/MongoEngine/mongoengine,,MIT,2012-03-05 12:10:20.000,2025-09-02 20:46:15.000,2025-09-02 20:46:15,4355.0,1224,132.0,1168.0,382.0,1411.0,4353,2024-09-19 08:41:20.000,0.29.1,77.0,401.0,36,True,,28293.0,27889.0,mongoengine,conda-forge/mongoengine,,,1933009.0,https://pypi.org/project/mongoengine,2024-09-19 08:41:20.000,404.0,1924556.0,https://anaconda.org/conda-forge/mongoengine,2025-07-09 08:21:57.719,541035.0,2.0,,,,,,,,,,,,,,,,, +107,colorama,tartley/colorama,Simple cross-platform colored terminal text in Python.,,cli-helpers,https://github.com/tartley/colorama,https://github.com/tartley/colorama,,BSD-3-Clause,2014-04-17 20:18:25.000,2025-07-09 17:06:02.000,2025-07-09 16:58:36,391.0,264,43.0,161.0,129.0,142.0,3764,2022-10-25 02:38:17.509,0.4.6,46.0,52.0,36,True,,1412004.0,1397071.0,colorama,conda-forge/colorama,,,309411690.0,https://pypi.org/project/colorama,2022-10-25 02:38:17.509,14933.0,308459090.0,https://anaconda.org/conda-forge/colorama,2025-04-22 14:56:22.542,60966443.0,2.0,,,,,,,,,,,,,,,,, +108,aiofiles,Tinche/aiofiles,File support for asyncio.,,file-path-utils,https://github.com/Tinche/aiofiles,https://github.com/Tinche/aiofiles,,Apache-2.0,2015-03-29 20:28:14.000,2026-01-01 18:02:19.764,2025-10-09 20:48:54,287.0,162,35.0,87.0,57.0,81.0,3224,2025-10-09 20:51:03.000,25.1.0,17.0,42.0,36,True,,245435.0,240097.0,aiofiles,conda-forge/aiofiles,,,90517403.0,https://pypi.org/project/aiofiles,2025-10-09 20:51:03.000,5338.0,90482791.0,https://anaconda.org/conda-forge/aiofiles,2026-01-01 18:02:19.764,2215190.0,2.0,,,,,,,,,,,,,,,,, +109,pyodbc,mkleehammer/pyodbc,Python ODBC bridge.,,db-clients,https://github.com/mkleehammer/pyodbc,https://github.com/mkleehammer/pyodbc,,MIT-0,2008-10-03 15:19:37.000,2025-12-27 18:45:40.000,2025-12-27 18:45:45,567.0,571,118.0,242.0,72.0,1043.0,3057,2025-10-17 18:10:58.000,5.3.0,66.0,64.0,36,False,11.0,75008.0,73490.0,pyodbc,conda-forge/pyodbc,,,30951620.0,https://pypi.org/project/pyodbc,2025-10-17 18:02:58.000,1518.0,30917720.0,https://anaconda.org/conda-forge/pyodbc,2025-10-27 20:06:02.925,2169626.0,2.0,,,,,,,,,,,,,,,,, +110,plumbum,tomerfiliba/plumbum,Plumbum: Shell Combinators.,,infrastructure,https://github.com/tomerfiliba/plumbum,https://github.com/tomerfiliba/plumbum,,MIT,2012-04-27 08:51:34.000,2026-01-27 16:17:12.000,2026-01-27 16:17:12,1342.0,195,44.0,403.0,143.0,233.0,3019,2025-10-31 05:02:47.000,1.10.0,31.0,119.0,36,True,11.0,9525.0,9163.0,plumbum,conda-forge/plumbum,,,3477246.0,https://pypi.org/project/plumbum,2025-10-31 05:02:47.000,362.0,3455435.0,https://anaconda.org/conda-forge/plumbum,2025-10-31 11:51:55.022,1308680.0,3.0,,,,,,,,,,,,,,,,, +111,deepdiff,seperman/deepdiff,DeepDiff: Deep Difference and search of any Python object/data. DeepHash: Hash of any object based on its contents...,,inspect,https://github.com/seperman/deepdiff,https://github.com/seperman/deepdiff,,MIT,2014-09-26 03:21:47.000,2025-10-13 07:09:05.000,2025-09-03 19:38:30,1334.0,255,27.0,217.0,98.0,266.0,2471,2025-09-04 05:44:57.000,8.6.1,90.0,98.0,36,True,,21324.0,20044.0,deepdiff,conda-forge/deepdiff,,,58483960.0,https://pypi.org/project/deepdiff,2025-09-03 19:40:39.000,1280.0,58472536.0,https://anaconda.org/conda-forge/deepdiff,2025-09-04 01:03:40.099,776887.0,1.0,,,,,,,,,,,,,,,,, +112,simplejson,simplejson/simplejson,"simplejson is a simple, fast, extensible JSON encoder/decoder for Python.",,serialization,https://github.com/simplejson/simplejson,https://github.com/simplejson/simplejson,,MIT,2011-02-06 05:47:45.000,2026-01-30 23:01:50.000,2026-01-30 23:01:50,675.0,351,60.0,133.0,26.0,191.0,1702,2025-09-26 16:27:17.000,3.20.2,110.0,46.0,36,True,2.0,152168.0,149345.0,simplejson,conda-forge/simplejson,,7972.0,54868460.0,https://pypi.org/project/simplejson,2025-09-26 16:27:17.000,2823.0,54799660.0,https://anaconda.org/conda-forge/simplejson,2025-11-07 09:27:26.293,4742701.0,2.0,,,,,,,,,,,,,,,,, +113,keyring,jaraco/keyring,Store and access your passwords safely.,,cryptography,https://github.com/jaraco/keyring,https://github.com/jaraco/keyring,,,2015-02-24 14:10:21.000,2025-11-16 19:29:59.624,2025-11-16 16:20:58,2296.0,175,22.0,191.0,82.0,468.0,1408,2025-11-16 16:26:14.000,25.7.0,204.0,129.0,36,False,12.0,158942.0,154803.0,keyring,conda-forge/keyring,,,126751178.0,https://pypi.org/project/keyring,2025-11-16 16:26:08.000,4139.0,126526876.0,https://anaconda.org/conda-forge/keyring,2025-11-16 19:29:59.624,15028246.0,3.0,,,,,,,,,,,,,,,,, +114,Bottleneck,pydata/bottleneck,Fast NumPy array functions written in C.,,data-containers,https://github.com/pydata/bottleneck,https://github.com/pydata/bottleneck,,BSD-2-Clause,2010-11-27 23:21:22.000,2026-02-02 13:57:51.000,2026-02-02 13:57:51,1339.0,112,32.0,252.0,47.0,215.0,1161,2025-09-08 16:29:35.000,1.6.0,53.0,39.0,36,True,34.0,59707.0,59092.0,Bottleneck,conda-forge/bottleneck,,,6666492.0,https://pypi.org/project/Bottleneck,2025-09-08 16:29:35.000,615.0,6569469.0,https://anaconda.org/conda-forge/bottleneck,2025-11-10 12:18:19.870,6209517.0,2.0,,,,,,,,,,,,,,,,, +115,fastcore,fastai/fastcore,Python supercharged for the fastai library.,,others,https://github.com/AnswerDotAI/fastcore,https://github.com/AnswerDotAI/fastcore,AnswerDotAI/fastcore,Apache-2.0,2019-12-02 20:16:53.000,2026-02-02 22:49:54.000,2026-02-02 22:49:50,1901.0,295,19.0,282.0,22.0,466.0,1084,2026-01-30 07:42:03.000,1.12.11,255.0,83.0,36,True,194.0,13802.0,12734.0,fastcore,conda-forge/fastcore,,,7456687.0,https://pypi.org/project/fastcore,2026-01-30 07:42:03.000,1068.0,7452278.0,https://anaconda.org/conda-forge/fastcore,2026-01-30 14:56:51.748,220477.0,2.0,,,,,,,,,,,,,,,,, +116,six,benjaminp/six,Python 2 and 3 compatibility library.,,compatibility,https://github.com/benjaminp/six,https://github.com/benjaminp/six,,MIT,2017-01-02 23:30:47.000,2025-11-15 00:43:03.000,2025-11-15 00:43:01,548.0,274,27.0,122.0,107.0,190.0,1018,2024-12-04 17:35:26.000,1.17.0,29.0,67.0,36,True,1.0,2758911.0,2733654.0,six,conda-forge/six,,,747646623.0,https://pypi.org/project/six,2024-12-04 17:35:26.000,25257.0,746391595.0,https://anaconda.org/conda-forge/six,2025-07-22 15:47:12.245,86596939.0,2.0,,,,,,,,,,,,,,,,, +117,s3fs,fsspec/s3fs,S3 Filesystem.,,db-clients,https://github.com/fsspec/s3fs,https://github.com/fsspec/s3fs,,BSD-3-Clause,2016-03-16 00:19:32.000,2026-02-02 15:33:16.000,2026-02-02 15:33:14,1091.0,288,16.0,472.0,171.0,363.0,1002,2026-01-09 15:29:47.000,2026.1.0,86.0,152.0,36,True,7.0,28378.0,26741.0,s3fs,conda-forge/s3fs,,,536106129.0,https://pypi.org/project/s3fs,2026-01-09 15:29:47.000,1637.0,535965158.0,https://anaconda.org/conda-forge/s3fs,2026-01-10 19:25:03.115,9304142.0,2.0,,,,,,,,,,,,,,,,, +118,filelock,tox-dev/py-filelock,A platform-independent file lock for Python.,,file-path-utils,https://github.com/tox-dev/filelock,https://github.com/tox-dev/filelock,tox-dev/filelock,Unlicense,2014-02-23 00:29:27.000,2026-02-02 16:48:37.000,2026-01-26 17:13:45,418.0,124,14.0,327.0,24.0,112.0,932,2026-01-09 17:55:04.000,3.20.3,83.0,55.0,36,True,14.0,704584.0,700602.0,filelock,conda-forge/filelock,,,402027799.0,https://pypi.org/project/filelock,2026-01-09 17:55:04.000,3982.0,401486719.0,https://anaconda.org/conda-forge/filelock,2026-01-10 05:19:08.487,37334582.0,2.0,,,,,,,,,,,,,,,,, +119,fabric,fabric/fabric,"Simple, Pythonic remote execution and deployment.",,infrastructure,https://github.com/fabric/fabric,https://github.com/fabric/fabric,,BSD-2-Clause,2009-05-01 01:14:24.000,2025-07-20 17:33:07.000,2025-07-20 17:31:40,1607.0,1952,443.0,565.0,491.0,1342.0,15387,2023-08-31 01:42:03.000,3.2.2,130.0,136.0,35,True,,417.0,21.0,fabric,conda-forge/fabric,,,10252348.0,https://pypi.org/project/fabric,2023-08-31 01:42:03.000,396.0,10247739.0,https://anaconda.org/conda-forge/fabric,2025-04-22 14:56:27.240,281180.0,3.0,,,,,,,,,,,,,,,,, +120,schedule,dbader/schedule,Python job scheduling for humans.,,infrastructure,https://github.com/dbader/schedule,https://github.com/dbader/schedule,,MIT,2013-05-19 12:51:20.000,2025-04-22 14:57:18.289,2024-05-25 18:40:33,398.0,958,204.0,194.0,159.0,305.0,12234,2024-05-25 18:41:59.000,1.2.2,27.0,60.0,35,False,,58631.0,57926.0,schedule,conda-forge/schedule,,,7961269.0,https://pypi.org/project/schedule,2024-05-25 18:41:59.000,705.0,7959115.0,https://anaconda.org/conda-forge/schedule,2025-04-22 14:57:18.289,131452.0,3.0,,,,,,,,,,,,,,,,, +121,Activeloop,activeloopai/Hub,"Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, &..",,data-pipelines,https://github.com/activeloopai/deeplake,https://github.com/activeloopai/deeplake,activeloopai/deeplake,Apache-2.0,2019-08-09 06:17:59.000,2026-02-05 00:57:24.000,2026-02-04 10:02:48,9367.0,702,96.0,2603.0,50.0,426.0,8993,2026-01-13 18:47:57.000,4.4.5,154.0,140.0,35,True,144.0,3444.0,3440.0,hub,,,333.0,12543.0,https://pypi.org/project/hub,2023-02-02 20:54:34.806,4.0,12531.0,,,,2.0,,,,,,,,,,,,,,,,, +122,docopt,docopt/docopt,Create *beautiful* command-line interfaces with Python.,,cli-helpers,https://github.com/docopt/docopt,https://github.com/docopt/docopt,,MIT,2012-04-07 17:45:14.000,2025-06-23 09:03:15.000,2025-06-23 09:03:15,449.0,563,158.0,116.0,265.0,187.0,8009,2014-06-16 11:18:57.000,0.6.2,11.0,34.0,35,True,,149366.0,145999.0,docopt,conda-forge/docopt,,,15450833.0,https://pypi.org/project/docopt,2014-06-16 11:18:57.000,3367.0,15259325.0,https://anaconda.org/conda-forge/docopt,2025-04-22 14:56:22.100,2681113.0,2.0,,,,,,,,,,,,,,,,, +123,python-dependency-injector,ets-labs/python-dependency-injector,Dependency injection framework for Python.,,utilities,https://github.com/ets-labs/python-dependency-injector,https://github.com/ets-labs/python-dependency-injector,,BSD-3-Clause,2015-01-04 13:23:05.000,2026-01-31 13:34:10.000,2025-12-04 18:31:06,2139.0,343,50.0,263.0,211.0,439.0,4787,2025-12-04 18:45:18.000,4.48.3,301.0,41.0,35,True,4.0,5688.0,5353.0,dependency-injector,conda-forge/dependency_injector,,,4892904.0,https://pypi.org/project/dependency-injector,2025-12-04 18:43:06.000,335.0,4890734.0,https://anaconda.org/conda-forge/dependency_injector,2025-12-04 22:04:09.846,115024.0,2.0,,,,,,,,,,,,,,,,, +124,Prometheus Client,prometheus/client_python,Prometheus instrumentation library for Python applications.,,db-clients,https://github.com/prometheus/client_python,https://github.com/prometheus/client_python,,Apache-2.0,2015-02-10 22:47:25.000,2026-01-21 23:41:12.000,2026-01-21 23:41:10,618.0,841,66.0,497.0,136.0,467.0,4291,2026-01-14 15:27:01.000,0.24.1,58.0,173.0,35,True,9.0,3047.0,,prometheus_client,conda-forge/prometheus_client,,,112194058.0,https://pypi.org/project/prometheus_client,2026-01-14 15:26:24.000,3047.0,111855354.0,https://anaconda.org/conda-forge/prometheus_client,2026-01-15 11:30:37.379,23370638.0,2.0,,,,,,,,,,,,,,,,, +125,pandera,pandera-dev/pandera,"A light-weight, flexible, and expressive statistical data testing library.",,data-containers,https://github.com/unionai-oss/pandera,https://github.com/unionai-oss/pandera,unionai-oss/pandera,MIT,2018-11-01 02:18:34.000,2026-02-05 03:38:52.000,2026-01-24 20:00:30,1012.0,371,21.0,979.0,434.0,609.0,4190,2026-01-29 02:49:34.000,0.29.0,116.0,179.0,35,True,23.0,3760.0,3335.0,pandera,conda-forge/pandera-core,['pandas'],,10634593.0,https://pypi.org/project/pandera,2026-01-29 02:49:34.000,425.0,10633035.0,https://anaconda.org/conda-forge/pandera-core,2026-01-07 17:33:47.514,99741.0,2.0,,,,,,,,,,,,,,,,, +126,Elasticsearch DSL,elastic/elasticsearch-dsl-py,High level Python client for Elasticsearch.,,db-clients,https://github.com/elastic/elasticsearch-dsl-py,https://github.com/elastic/elasticsearch-dsl-py,,Apache-2.0,2014-03-05 16:19:39.000,2025-04-22 15:32:23.871,2025-04-18 13:50:16,1142.0,802,420.0,579.0,47.0,1301.0,3880,2025-04-16 11:55:25.000,8.18.0,50.0,144.0,35,True,,12646.0,12271.0,elasticsearch-dsl,anaconda/elasticsearch-dsl,,304.0,7753836.0,https://pypi.org/project/elasticsearch-dsl,2025-04-16 11:54:12.000,375.0,7753698.0,https://anaconda.org/anaconda/elasticsearch-dsl,2025-04-22 15:32:23.871,13574.0,2.0,,,,,,,,,,,,,,,,, +127,smart-open,RaRe-Technologies/smart_open,"Utils for streaming large files (S3, HDFS, gzip, bz2...).",,data-loading,https://github.com/piskvorky/smart_open,https://github.com/piskvorky/smart_open,piskvorky/smart_open,MIT,2015-01-02 13:05:52.000,2026-01-28 22:17:20.000,2026-01-28 22:17:19,1175.0,387,43.0,460.0,14.0,405.0,3432,2025-11-08 21:38:39.000,7.5.0,72.0,130.0,35,True,10.0,651.0,,smart-open,conda-forge/smart_open,,66.0,57829905.0,https://pypi.org/project/smart-open,2025-11-08 21:38:39.000,651.0,57770529.0,https://anaconda.org/conda-forge/smart_open,2025-11-08 22:36:29.339,3978199.0,2.0,,,,,,,,,,,,,,,,, +128,cerberus,pyeve/cerberus,"Lightweight, extensible data validation library for Python.",,data-validation,https://github.com/pyeve/cerberus,https://github.com/pyeve/cerberus,,ISC,2012-10-10 10:03:49.000,2026-01-01 13:12:49.000,2026-01-01 13:12:42,1158.0,241,47.0,274.0,14.0,343.0,3263,2025-11-06 18:29:38.000,1.3.8,30.0,67.0,35,True,1.0,18947.0,18180.0,cerberus,conda-forge/cerberus,,,5488368.0,https://pypi.org/project/cerberus,2025-11-06 18:29:38.000,767.0,5474260.0,https://anaconda.org/conda-forge/cerberus,2025-04-22 14:56:26.623,705428.0,2.0,,,,,,,,,,,,,,,,, +129,pycryptodomex,Legrandin/pycryptodome,A self-contained cryptographic library for Python.,,cryptography,https://github.com/Legrandin/pycryptodome,https://github.com/Legrandin/pycryptodome,,BSD-3-Clause,2014-05-02 15:11:38.000,2025-11-16 09:50:33.000,2025-11-16 09:50:32,3035.0,542,62.0,258.0,81.0,564.0,3196,2025-05-17 17:27:28.000,3.23.0x,52.0,159.0,35,True,1.0,140736.0,139121.0,pycryptodomex,conda-forge/pycryptodomex,,2416.0,45882379.0,https://pypi.org/project/pycryptodomex,2025-05-17 17:22:07.000,1615.0,45844818.0,https://anaconda.org/conda-forge/pycryptodomex,2025-09-13 06:28:04.340,2515499.0,3.0,,,,,,,,,,,,,,,,, +130,PyPika,kayak/pypika,PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects..,,db-clients,https://github.com/kayak/pypika,https://github.com/kayak/pypika,,Apache-2.0,2016-07-06 14:08:50.000,2026-02-04 11:27:46.000,2026-02-04 11:26:42,1064.0,322,33.0,411.0,229.0,267.0,2882,2026-02-04 11:27:46.000,0.51.1,217.0,119.0,35,True,5.0,44552.0,44320.0,pypika,conda-forge/pypika,,,7481059.0,https://pypi.org/project/pypika,2026-02-04 11:27:46.000,232.0,7479225.0,https://anaconda.org/conda-forge/pypika,2026-02-02 19:08:16.299,95407.0,2.0,,,,,,,,,,,,,,,,, +131,mysqlclient,PyMySQL/mysqlclient,MySQL/MariaDB connector for Python.,,db-clients,https://github.com/PyMySQL/mysqlclient,https://github.com/PyMySQL/mysqlclient,,GPL-2.0,2014-04-28 05:09:06.000,2026-01-05 23:07:43.657,2025-02-23 10:58:05,1112.0,444,51.0,334.0,12.0,330.0,2525,2025-01-10 11:57:36.000,2.2.7,43.0,89.0,35,True,,209728.0,208826.0,mysqlclient,conda-forge/mysqlclient,,5376.0,20930078.0,https://pypi.org/project/mysqlclient,2025-01-10 11:56:24.000,902.0,20917935.0,https://anaconda.org/conda-forge/mysqlclient,2026-01-05 23:07:43.657,810478.0,2.0,,,,,,,,,,,,,,,,, +132,Motor,mongodb/motor,Motor - the async Python driver for MongoDB and Tornado or asyncio.,,db-clients,https://github.com/mongodb/motor,https://github.com/mongodb/motor,,Apache-2.0,2013-01-11 21:34:44.000,2026-02-02 12:28:16.000,2026-02-02 12:28:13,1899.0,211,84.0,366.0,1.0,,2523,2025-05-14 19:00:46.000,3.7.1,58.0,65.0,35,True,13.0,128330.0,127576.0,motor,conda-forge/motor,,118.0,7609228.0,https://pypi.org/project/motor,2025-05-14 18:56:31.000,754.0,7607251.0,https://anaconda.org/conda-forge/motor,2025-05-15 13:30:49.535,126472.0,2.0,,,,,,,,,,,,,,,,, +133,jmespath,jmespath/jmespath.py,JMESPath is a query language for JSON.,,file-formats,https://github.com/jmespath/jmespath.py,https://github.com/jmespath/jmespath.py,,MIT,2013-02-19 22:16:36.000,2026-02-03 03:11:58.000,2026-01-22 16:29:18,578.0,193,30.0,172.0,60.0,91.0,2413,2026-01-22 16:35:24.000,1.1.0,27.0,32.0,35,True,20.0,2002.0,,jmespath,conda-forge/jmespath,,,424555942.0,https://pypi.org/project/jmespath,2026-01-22 16:35:24.000,2002.0,423952487.0,https://anaconda.org/conda-forge/jmespath,2026-01-23 09:50:19.103,28362422.0,3.0,,,,,,,,,,,,,,,,, +134,numexpr,pydata/numexpr,"Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more.",,data-containers,https://github.com/pydata/numexpr,https://github.com/pydata/numexpr,,MIT,2013-11-30 22:33:48.000,2025-12-04 06:20:02.000,2025-12-02 11:52:05,1078.0,219,55.0,145.0,4.0,397.0,2397,2025-10-13 16:13:16.000,2.14.1,63.0,85.0,35,True,2.0,100265.0,99112.0,numexpr,conda-forge/numexpr,,3530.0,11243315.0,https://pypi.org/project/numexpr,2025-10-13 16:13:16.000,1153.0,11064390.0,https://anaconda.org/conda-forge/numexpr,2025-12-03 13:04:32.003,12164773.0,2.0,,,,,,,,,,,,,,,,, +135,emoji,carpedm20/emoji,emoji terminal output for Python.,,text,https://github.com/carpedm20/emoji,https://github.com/carpedm20/emoji,,BSD-3-Clause,2014-08-18 02:55:59.000,2025-09-21 16:23:07.951,2025-09-21 10:12:53,600.0,287,23.0,145.0,20.0,160.0,2024,2025-09-21 12:13:01.000,2.15.0,55.0,70.0,35,True,,92388.0,91045.0,emoji,conda-forge/emoji,,,17822905.0,https://pypi.org/project/emoji,2025-09-21 12:13:01.000,1343.0,17819564.0,https://anaconda.org/conda-forge/emoji,2025-09-21 16:23:07.951,220537.0,1.0,,,,,,,,,,,,,,,,, +136,python-slugify,un33k/python-slugify,Returns unicode slugs.,,text,https://github.com/un33k/python-slugify,https://github.com/un33k/python-slugify,,MIT,2012-10-15 01:44:50.000,2026-01-07 16:28:09.000,2026-01-07 16:28:09,289.0,113,30.0,88.0,1.0,77.0,1585,2024-02-08 18:32:43.000,8.0.4,48.0,40.0,35,True,13.0,117628.0,116162.0,python-slugify,conda-forge/python-slugify,,,50518973.0,https://pypi.org/project/python-slugify,2024-02-08 18:32:43.000,1466.0,50469619.0,https://anaconda.org/conda-forge/python-slugify,2025-04-22 14:56:28.010,3306723.0,1.0,,,,,,,,,,,,,,,,, +137,traitlets,ipython/traitlets,A lightweight Traits like module.,,configuration,https://github.com/ipython/traitlets,https://github.com/ipython/traitlets,,BSD-3-Clause,2013-12-06 20:45:45.000,2025-10-14 06:55:52.000,2025-10-14 06:55:52,2022.0,206,19.0,626.0,111.0,202.0,648,2024-04-19 11:11:54.000,5.14.3,53.0,118.0,35,True,,601907.0,600413.0,traitlets,conda-forge/traitlets,,736.0,95001201.0,https://pypi.org/project/traitlets,2024-04-19 11:11:46.000,1494.0,94280266.0,https://anaconda.org/conda-forge/traitlets,2025-04-22 14:56:21.861,46859779.0,2.0,,,,,,,,,,,,,,,,, +138,pyasn1,etingof/pyasn1,Generic ASN.1 library for Python.,,serialization,https://github.com/etingof/pyasn1,https://github.com/etingof/pyasn1,,BSD-2-Clause,2016-02-24 22:30:54.000,2026-01-23 16:39:43.202,2020-03-21 18:06:04,970.0,118,31.0,105.0,60.0,71.0,254,2026-01-16 18:04:17.000,0.6.2,42.0,16.0,35,False,,692778.0,690627.0,pyasn1,conda-forge/pyasn1,,,371668037.0,https://pypi.org/project/pyasn1,2026-01-16 18:04:17.000,2151.0,371005441.0,https://anaconda.org/conda-forge/pyasn1,2026-01-23 16:39:43.202,19215297.0,3.0,,,,,,,,,,,,,,,,, +139,Modin,modin-project/modin,Modin: Scale your Pandas workflows by changing a single line of code.,,data-containers,https://github.com/modin-project/modin,https://github.com/modin-project/modin,,Apache-2.0,2018-06-21 21:35:05.000,2025-10-02 19:20:27.000,2025-10-01 17:38:12,3090.0,667,109.0,3341.0,703.0,3661.0,10356,2025-10-02 19:20:27.000,0.37.1,112.0,143.0,34,True,,2353.0,2287.0,modin,conda-forge/modin-core,['pandas'],197727.0,1846487.0,https://pypi.org/project/modin,2025-10-02 19:20:27.000,66.0,1828337.0,https://anaconda.org/conda-forge/modin-core,2025-04-22 14:57:57.663,878802.0,2.0,,,,,,,,,,,,,,,,, +140,sh,amoffat/sh,Python process launching.,,process-utils,https://github.com/amoffat/sh,https://github.com/amoffat/sh,,MIT,2012-01-15 05:52:06.000,2025-11-01 12:42:25.000,2025-11-01 12:42:25,1523.0,503,126.0,256.0,10.0,487.0,7232,2025-02-24 07:16:23.000,2.2.2,49.0,107.0,34,True,,18968.0,18206.0,sh,conda-forge/sh,,102.0,15209890.0,https://pypi.org/project/sh,2025-02-24 07:16:23.000,762.0,15203930.0,https://anaconda.org/conda-forge/sh,2025-04-22 14:56:27.750,381250.0,3.0,,,,,,,,,,,,,,,,, +141,huey,coleifer/huey,a little task queue for python.,,data-pipelines,https://github.com/coleifer/huey,https://github.com/coleifer/huey,,MIT,2011-11-03 16:39:43.000,2026-02-04 14:50:46.000,2026-02-04 14:50:32,1035.0,392,84.0,192.0,,686.0,5914,2026-01-06 03:11:22.000,2.6.0,73.0,71.0,34,True,12.0,2260.0,2141.0,huey,conda-forge/huey,,,9157227.0,https://pypi.org/project/huey,2026-01-06 03:01:00.000,119.0,9151660.0,https://anaconda.org/conda-forge/huey,2026-01-06 13:26:55.878,72378.0,2.0,,,,,,,,,,,,,,,,, +142,toga,beeware/toga,"A Python native, OS native GUI toolkit.",,gui-dev,https://github.com/beeware/toga,https://github.com/beeware/toga,,BSD-3-Clause,2014-08-01 21:44:10.000,2026-02-05 05:42:13.000,2026-02-05 05:42:13,10673.0,788,84.0,2566.0,300.0,975.0,5294,2025-12-03 06:50:07.000,0.5.3,77.0,329.0,34,True,196.0,49.0,3.0,toga,,,9545.0,16595.0,https://pypi.org/project/toga,2025-12-03 06:50:07.000,41.0,16341.0,,,,2.0,@pybee/toga,https://www.npmjs.com/package/@pybee/toga,2017-04-23 05:17:57.458,5.0,16.0,,,,,,,,,,,, +143,zenml,zenml-io/zenml,ZenML : One AI Platform from Pipelines to Agents. https://zenml.io.,,data-pipelines,https://github.com/zenml-io/zenml,https://github.com/zenml-io/zenml,,Apache-2.0,2020-11-19 09:25:46.000,2026-02-05 13:41:08.000,2026-02-03 15:07:16,8456.0,571,40.0,3894.0,101.0,466.0,5190,2026-01-29 22:30:18.000,0.93.2,181.0,136.0,34,True,186.0,1430.0,1424.0,zenml,,,,59234.0,https://pypi.org/project/zenml,2026-01-29 22:14:07.000,6.0,59234.0,,,,2.0,,,,,,,,,,,,,,,,, +144,phonenumbers,daviddrysdale/python-phonenumbers,Python port of Googles libphonenumber.,,text,https://github.com/daviddrysdale/python-phonenumbers,https://github.com/daviddrysdale/python-phonenumbers,,Apache-2.0,2011-04-21 03:06:38.000,2026-02-04 18:48:15.158,2026-01-30 06:33:54,1792.0,440,83.0,121.0,12.0,188.0,3707,2026-02-04 15:58:13.000,9.0.23,287.0,33.0,34,True,18.0,803.0,,phonenumbers,conda-forge/phonenumbers,,,21286616.0,https://pypi.org/project/phonenumbers,2026-02-04 15:58:13.000,803.0,21256290.0,https://anaconda.org/conda-forge/phonenumbers,2026-02-04 18:48:15.158,1728603.0,2.0,,,,,,,,,,,,,,,,, +145,Copier,copier-org/copier,Library and command-line utility for rendering projects templates.,,others,https://github.com/copier-org/copier,https://github.com/copier-org/copier,,MIT,2011-11-01 19:22:44.000,2026-02-02 16:14:50.000,2026-02-02 16:14:49,2056.0,241,16.0,1617.0,128.0,511.0,3107,2026-01-23 17:19:52.000,9.11.3,80.0,117.0,34,True,73.0,2054.0,1768.0,copier,,,,1190487.0,https://pypi.org/project/copier,2026-01-23 17:19:09.000,286.0,1190487.0,,,,2.0,,,,,,,,,,,,,,,,, +146,python-magic,ahupp/python-magic,A python wrapper for libmagic.,,data-loading,https://github.com/ahupp/python-magic,https://github.com/ahupp/python-magic,,MIT,2010-03-31 22:40:33.000,2025-12-02 23:45:42.000,2025-12-02 23:45:36,356.0,303,44.0,137.0,26.0,200.0,2880,2022-06-07 20:16:57.000,0.4.27,28.0,65.0,34,True,1.0,85598.0,84056.0,python-magic,conda-forge/python-magic,,,21997191.0,https://pypi.org/project/python-magic,2022-06-07 20:16:57.000,1542.0,21986819.0,https://anaconda.org/conda-forge/python-magic,2025-04-22 14:56:34.147,663844.0,2.0,,,,,,,,,,,,,,,,, +147,python-dateutil,dateutil/dateutil,Useful extensions to the standard Python datetime features.,,date-time-utils,https://github.com/dateutil/dateutil,https://github.com/dateutil/dateutil,,Apache-2.0,2014-11-19 18:56:16.000,2025-09-16 09:00:50.000,2025-09-16 09:00:50,1597.0,523,40.0,683.0,388.0,433.0,2595,2024-03-01 18:35:11.000,2.9.0.post0,34.0,133.0,34,True,,11585.0,,python-dateutil,conda-forge/python-dateutil,,35719.0,789600664.0,https://pypi.org/project/python-dateutil,2024-03-01 18:36:18.000,11585.0,787985323.0,https://anaconda.org/conda-forge/python-dateutil,2025-06-28 09:49:03.395,88828831.0,3.0,,,,,,,,,,,,,,,,, +148,cloudpickle,cloudpipe/cloudpickle,Extended pickling support for Python objects.,,serialization,https://github.com/cloudpipe/cloudpickle,https://github.com/cloudpipe/cloudpickle,,BSD-3-Clause,2015-04-13 16:33:00.000,2025-12-09 18:04:41.140,2025-11-05 10:43:32,465.0,187,31.0,318.0,102.0,178.0,1883,2025-11-03 09:25:52.000,3.1.2,42.0,67.0,34,True,,2326.0,,cloudpickle,conda-forge/cloudpickle,,87.0,124322196.0,https://pypi.org/project/cloudpickle,2025-11-03 09:25:25.000,2326.0,123868346.0,https://anaconda.org/conda-forge/cloudpickle,2025-12-09 18:04:41.140,30407980.0,3.0,,,,,,,,,,,,,,,,, +149,voluptuous,alecthomas/voluptuous,"CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data validation library.",,data-validation,https://github.com/alecthomas/voluptuous,https://github.com/alecthomas/voluptuous,,BSD-3-Clause,2010-07-15 09:55:10.000,2026-01-12 03:45:28.000,2025-12-18 19:00:01,503.0,220,32.0,283.0,41.0,215.0,1849,2025-12-18 23:18:44.000,0.16.0,53.0,103.0,34,True,2.0,21120.0,20501.0,voluptuous,conda-forge/voluptuous,,,4952211.0,https://pypi.org/project/voluptuous,2025-12-18 23:18:44.000,619.0,4941536.0,https://anaconda.org/conda-forge/voluptuous,2025-12-19 01:44:28.729,672543.0,2.0,,,,,,,,,,,,,,,,, +150,argcomplete,kislyuk/argcomplete,"Python and tab completion, better together.",,cli-helpers,https://github.com/kislyuk/argcomplete,https://github.com/kislyuk/argcomplete,,Apache-2.0,2012-11-19 15:37:34.000,2025-10-20 15:44:32.465,2025-10-20 03:33:05,842.0,140,31.0,242.0,68.0,235.0,1546,2025-10-20 03:33:33.000,3.6.3,136.0,83.0,34,True,,72400.0,70603.0,argcomplete,conda-forge/argcomplete,,1418.0,57980294.0,https://pypi.org/project/argcomplete,2025-10-20 03:33:33.000,1797.0,57935098.0,https://anaconda.org/conda-forge/argcomplete,2025-10-20 15:44:32.465,3027331.0,2.0,,,,,,,,,,,,,,,,, +151,Cassandra Driver,datastax/python-driver,Python Driver for Apache Cassandra.,,db-clients,https://github.com/apache/cassandra-python-driver,https://github.com/apache/cassandra-python-driver,apache/cassandra-python-driver,Apache-2.0,2013-07-08 19:02:31.000,2025-12-22 09:37:57.000,2025-12-20 13:13:16,6096.0,565,74.0,1186.0,12.0,,1424,2025-10-22 15:14:19.000,3.29.3,79.0,210.0,34,True,6.0,10560.0,10297.0,cassandra-driver,conda-forge/cassandra-driver,,,4930004.0,https://pypi.org/project/cassandra-driver,2025-10-22 15:14:19.000,263.0,4922121.0,https://anaconda.org/conda-forge/cassandra-driver,2025-10-22 17:10:11.394,520317.0,3.0,,,,,,,,,,,,,,,,, +152,PyTables,PyTables/PyTables,A Python package to manage extremely large amounts of data.,,data-containers,https://github.com/PyTables/PyTables,https://github.com/PyTables/PyTables,,BSD-3-Clause,2011-06-03 19:44:46.000,2026-02-03 06:35:18.000,2026-02-03 06:35:10,5417.0,276,58.0,537.0,157.0,598.0,1360,2025-01-04 21:11:24.000,3.10.2,49.0,144.0,34,True,58.0,1534.0,,tables,conda-forge/pytables,,210.0,1696305.0,https://pypi.org/project/tables,2025-01-04 20:42:53.000,1534.0,1532275.0,https://anaconda.org/conda-forge/pytables,2026-02-02 09:34:58.434,10989978.0,2.0,,,,,,,,,,,,,,,,, +153,SQLAlchemy-Utils,kvesteri/sqlalchemy-utils,Various utility functions and datatypes for SQLAlchemy.,,db-clients,https://github.com/kvesteri/sqlalchemy-utils,https://github.com/kvesteri/sqlalchemy-utils,,,2013-02-18 16:48:22.000,2026-01-30 11:48:59.000,2026-01-30 11:48:58,1467.0,330,29.0,376.0,226.0,246.0,1335,2025-12-13 03:14:28.000,0.42.1,217.0,127.0,34,False,7.0,41689.0,40588.0,sqlalchemy-utils,conda-forge/sqlalchemy-utils,,,20141844.0,https://pypi.org/project/sqlalchemy-utils,2025-12-13 03:14:15.000,1101.0,20128242.0,https://anaconda.org/conda-forge/sqlalchemy-utils,2025-12-13 08:07:05.024,938561.0,3.0,,,,,,,,,,,,,,,,, +154,py4j,bartdag/py4j,Py4J enables Python programs to dynamically access arbitrary Java objects.,,others,https://github.com/py4j/py4j,https://github.com/py4j/py4j,py4j/py4j,BSD-3-Clause,2010-11-02 20:58:18.000,2025-12-11 00:04:38.000,2025-12-11 00:03:58,798.0,229,41.0,134.0,162.0,278.0,1277,2020-01-25 14:40:31.000,0.10.9,34.0,43.0,34,True,1.0,54970.0,54633.0,py4j,conda-forge/py4j,,,93223672.0,https://pypi.org/project/py4j,2025-01-15 03:53:15.000,337.0,92983696.0,https://anaconda.org/conda-forge/py4j,2025-04-22 14:56:26.456,12478769.0,2.0,,,,,,,,,,,,,,,,, +155,validators,kvesteri/validators,Python Data Validation for Humans.,,data-validation,https://github.com/python-validators/validators,https://github.com/python-validators/validators,python-validators/validators,MIT,2013-10-17 08:16:32.000,2026-01-08 03:07:19.000,2025-10-03 16:26:17,497.0,169,13.0,245.0,4.0,190.0,1107,2025-05-01 05:42:33.000,0.35.0,60.0,64.0,34,True,,157484.0,149916.0,validators,conda-forge/validators,,195.0,24111561.0,https://pypi.org/project/validators,2025-05-01 05:42:04.000,7568.0,24092375.0,https://anaconda.org/conda-forge/validators,2025-05-03 10:14:30.474,1285190.0,2.0,,,,,,,,,,,,,,,,, +156,minio,minio/minio-py,MinIO Client SDK for Python.,,db-clients,https://github.com/minio/minio-py,https://github.com/minio/minio-py,,Apache-2.0,2015-06-17 03:51:15.000,2025-12-07 06:51:23.000,2025-12-07 06:51:23,1237.0,361,29.0,935.0,4.0,608.0,1038,2025-11-27 00:41:15.000,7.2.20,127.0,145.0,34,True,5.0,16007.0,15184.0,minio,conda-forge/minio,,,7591048.0,https://pypi.org/project/minio,2025-11-27 00:37:13.000,823.0,7586280.0,https://anaconda.org/conda-forge/minio,2025-11-27 01:42:18.090,314706.0,3.0,,,,,,,,,,,,,,,,, +157,multidict,aio-libs/multidict,The multidict implementation.,,data-structures,https://github.com/aio-libs/multidict,https://github.com/aio-libs/multidict,,Apache-2.0,2016-02-06 14:52:32.000,2026-01-28 23:43:53.000,2026-01-28 23:43:52,1638.0,115,14.0,1113.0,22.0,166.0,481,2026-01-26 02:42:59.000,6.7.1,151.0,62.0,34,True,15.0,2144.0,,multidict,conda-forge/multidict,,1707.0,302384027.0,https://pypi.org/project/multidict,2026-01-26 02:42:59.000,2144.0,302039024.0,https://anaconda.org/conda-forge/multidict,2025-12-11 14:16:03.500,22079339.0,1.0,,,,,,,,,,,,,,,,, +158,wcwidth,jquast/wcwidth,Python library that measures the width of strings in a terminal.,,cli-helpers,https://github.com/jquast/wcwidth,https://github.com/jquast/wcwidth,,,2014-04-05 09:57:11.000,2026-02-02 18:52:32.000,2026-01-31 03:48:20,468.0,62,11.0,138.0,,64.0,437,2026-01-31 03:52:09.000,0.5.3,36.0,23.0,34,False,57.0,752895.0,750466.0,wcwidth,conda-forge/wcwidth,,,161967387.0,https://pypi.org/project/wcwidth,2026-01-31 03:52:09.000,2429.0,161347813.0,https://anaconda.org/conda-forge/wcwidth,2026-01-31 11:25:57.304,42131046.0,2.0,,,,,,,,,,,,,,,,, +159,hydra,facebookresearch/hydra,Hydra is a framework for elegantly configuring complex applications.,,configuration,https://github.com/facebookresearch/hydra,https://github.com/facebookresearch/hydra,,MIT,2019-06-12 19:33:15.000,2026-01-22 00:06:33.000,2025-12-11 03:44:41,1948.0,788,130.0,1400.0,340.0,1147.0,10172,2023-02-23 18:30:37.000,1.3.2,22.0,124.0,33,True,2.0,42187.0,42174.0,hydra,conda-forge/hydra-core,,,34165.0,https://pypi.org/project/hydra,2016-08-03 13:21:51.000,13.0,10178.0,https://anaconda.org/conda-forge/hydra-core,2025-04-22 14:57:21.850,1511187.0,2.0,,,,,,,,,,,,-2.0,,,,, +160,Vaex,vaexio/vaex,"Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a..",,data-containers,https://github.com/vaexio/vaex,https://github.com/vaexio/vaex,,MIT,2014-09-27 09:44:42.000,2026-02-05 10:15:14.000,2026-02-05 10:15:14,3725.0,601,136.0,997.0,551.0,783.0,8469,2026-02-03 17:25:42.000,4.19.0,70.0,76.0,33,True,13.0,1081.0,1013.0,vaex,conda-forge/vaex,,328.0,22910.0,https://pypi.org/project/vaex,2026-02-03 17:25:42.000,68.0,19393.0,https://anaconda.org/conda-forge/vaex,2025-04-22 14:56:28.679,393721.0,2.0,,,,,,,,,,,,,,,,, +161,TinyDB,msiemens/tinydb,TinyDB is a lightweight document oriented database optimized for your happiness :).,,data-containers,https://github.com/msiemens/tinydb,https://github.com/msiemens/tinydb,,MIT,2013-07-12 23:31:13.000,2026-01-17 21:45:18.000,2026-01-17 21:42:58,728.0,586,102.0,179.0,10.0,322.0,7432,2024-10-12 15:24:03.000,4.8.2,70.0,95.0,33,True,12.0,16644.0,15953.0,tinydb,conda-forge/tinydb,,,1819455.0,https://pypi.org/project/tinydb,2024-10-12 15:23:59.000,691.0,1807083.0,https://anaconda.org/conda-forge/tinydb,2025-04-22 14:56:24.330,791859.0,2.0,,,,,,,,,,,,,,,,, +162,boltons,mahmoud/boltons,"Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python..",,utilities,https://github.com/mahmoud/boltons,https://github.com/mahmoud/boltons,,BSD-3-Clause,2013-02-20 06:17:12.000,2026-01-28 06:33:10.000,2026-01-28 06:33:10,1606.0,376,133.0,222.0,69.0,119.0,6849,2025-02-05 05:43:37.000,25.0.0,56.0,97.0,33,True,9.0,11754.0,11372.0,boltons,conda-forge/boltons,,49.0,14625080.0,https://pypi.org/project/boltons,2025-02-03 05:57:56.000,382.0,14444580.0,https://anaconda.org/conda-forge/boltons,2025-06-11 23:59:06.073,12274046.0,2.0,,,,,,,,,,,,,,,,, +163,csvkit,wireservice/csvkit,"A suite of utilities for converting to and working with CSV, the king of tabular file formats.",,data-loading,https://github.com/wireservice/csvkit,https://github.com/wireservice/csvkit,,MIT,2011-04-01 03:00:30.000,2026-01-15 18:45:20.000,2026-01-15 18:45:19,2054.0,675,127.0,370.0,35.0,913.0,6338,2025-12-15 18:52:58.000,2.2.0,45.0,112.0,33,True,11.0,2057.0,2008.0,csvkit,conda-forge/csvkit,,,320543.0,https://pypi.org/project/csvkit,2025-12-15 18:52:58.000,49.0,316376.0,https://anaconda.org/conda-forge/csvkit,2025-12-15 21:09:33.597,237557.0,2.0,,,,,,,,,,,,,,,,, +164,gdown,wkentaro/gdown,Google Drive Public File Downloader when Curl/Wget Fails.,,data-loading,https://github.com/wkentaro/gdown,https://github.com/wkentaro/gdown,,MIT,2015-10-17 03:01:23.000,2026-01-11 13:25:20.045,2026-01-11 09:26:39,523.0,406,23.0,161.0,65.0,139.0,5073,2026-01-11 09:34:02.000,5.2.1,92.0,25.0,33,True,2.0,59900.0,58560.0,gdown,conda-forge/gdown,,,4023401.0,https://pypi.org/project/gdown,2026-01-11 09:34:02.000,1340.0,4016305.0,https://anaconda.org/conda-forge/gdown,2026-01-11 13:25:20.045,482530.0,2.0,,,,,,,,,,,,,,,,, +165,pyinfra,Fizzadar/pyinfra,pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write..,,infrastructure,https://github.com/pyinfra-dev/pyinfra,https://github.com/pyinfra-dev/pyinfra,pyinfra-dev/pyinfra,MIT,2014-10-19 19:37:45.000,2026-02-02 13:47:07.000,2026-02-02 13:46:35,4326.0,460,37.0,589.0,173.0,715.0,4724,2026-02-02 13:47:28.000,3.6.1,232.0,181.0,33,True,35.0,228.0,199.0,pyinfra,,,,98423.0,https://pypi.org/project/pyinfra,2026-02-02 13:47:07.000,29.0,98423.0,,,,3.0,,,,,,,,,,,,,,,,, +166,python-sortedcontainers,grantjenks/python-sortedcontainers,"Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set.",,data-structures,https://github.com/grantjenks/python-sortedcontainers,https://github.com/grantjenks/python-sortedcontainers,,Apache-2.0,2014-02-24 17:44:20.000,2025-04-22 14:56:25.064,2024-03-01 23:03:38,656.0,223,34.0,53.0,35.0,167.0,3909,2021-05-16 22:03:41.000,2.4.0,40.0,23.0,33,False,,1257.0,,sortedcontainers,conda-forge/sortedcontainers,,,184825093.0,https://pypi.org/project/sortedcontainers,2021-05-16 22:03:41.000,1257.0,184481140.0,https://anaconda.org/conda-forge/sortedcontainers,2025-04-22 14:56:25.064,23388868.0,2.0,,,,,,,,,,,,,,,,, +167,SDV,sdv-dev/SDV,Synthetic data generation for tabular data.,,data-loading,https://github.com/sdv-dev/SDV,https://github.com/sdv-dev/SDV,,,2018-05-11 15:56:50.000,2026-02-04 21:05:02.000,2026-02-03 11:00:40,2130.0,414,43.0,1180.0,155.0,1405.0,3406,2026-01-31 01:36:06.000,1.33.0,198.0,50.0,33,False,74.0,952.0,871.0,sdv,conda-forge/sdv,,,107826.0,https://pypi.org/project/sdv,2026-01-31 01:36:06.000,81.0,106347.0,https://anaconda.org/conda-forge/sdv,2026-02-02 16:34:41.072,73968.0,2.0,,,,,,,,,,,,,,,,, +168,schema,keleshev/schema,Schema validation just got Pythonic.,,data-validation,https://github.com/keleshev/schema,https://github.com/keleshev/schema,,MIT,2012-08-19 18:56:20.000,2026-01-13 10:39:34.000,2026-01-13 10:39:34,470.0,211,49.0,168.0,100.0,91.0,2940,2025-10-11 13:15:40.000,0.7.8,28.0,72.0,33,True,2.0,16922.0,16031.0,schema,conda-forge/schema,,,24299646.0,https://pypi.org/project/schema,2025-10-11 13:15:40.000,891.0,24291094.0,https://anaconda.org/conda-forge/schema,2025-04-22 14:57:08.955,573005.0,2.0,,,,,,,,,,,,,,,,, +169,datasketch,ekzhu/datasketch,"MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW.",,data-containers,https://github.com/ekzhu/datasketch,https://github.com/ekzhu/datasketch,,MIT,2015-03-20 01:21:46.000,2026-01-20 18:45:18.000,2026-01-18 22:44:40,276.0,311,46.0,127.0,57.0,124.0,2868,2026-01-18 22:46:44.000,1.9.0,90.0,36.0,33,True,23.0,2494.0,2368.0,datasketch,,,38.0,5416401.0,https://pypi.org/project/datasketch,2026-01-18 22:46:44.000,126.0,5416401.0,,,,2.0,,,,,,,,,,,,,,,,, +170,xlrd,python-excel/xlrd,Please use openpyxl where you can...,,data-loading,https://github.com/python-excel/xlrd,https://github.com/python-excel/xlrd,,BSD-3-Clause,2012-03-07 04:50:48.000,2025-08-26 01:03:05.873,2025-06-14 08:44:53,507.0,437,93.0,165.0,3.0,,2203,2025-06-14 08:46:37.000,2.0.2,25.0,52.0,33,True,,254279.0,250770.0,xlrd,conda-forge/xlrd,,,47040381.0,https://pypi.org/project/xlrd,2025-06-14 08:46:37.000,3509.0,46966584.0,https://anaconda.org/conda-forge/xlrd,2025-08-26 01:03:05.873,4944450.0,2.0,,,,,,,,,,,,,,,,, +171,typing,python/typing,Python static typing home. Hosts the documentation and a user help forum.,,compatibility,https://github.com/python/typing,https://github.com/python/typing,,Python-2.0,2014-09-29 16:54:42.000,2026-01-31 16:59:15.000,2026-01-31 16:59:15,990.0,282,57.0,735.0,190.0,695.0,1733,2019-06-19 22:31:20.000,3.7.4,16.0,140.0,33,True,16.0,3277.0,,typing,conda-forge/typing,,,5899185.0,https://pypi.org/project/typing,2021-05-01 18:03:55.000,3277.0,5845526.0,https://anaconda.org/conda-forge/typing,2025-04-22 14:56:21.050,3702514.0,2.0,,,,,,,,,,,,,,,,, +172,humanize,jmoiron/humanize,python humanize functions.,,text,https://github.com/jmoiron/humanize,https://github.com/jmoiron/humanize,,MIT,2011-10-07 23:44:01.000,2025-12-20 21:56:40.135,2022-06-13 13:14:58,512.0,149,23.0,184.0,,80.0,1697,2025-12-20 20:16:11.000,4.15.0,57.0,63.0,33,False,,1712.0,,humanize,conda-forge/humanize,,,40241890.0,https://pypi.org/project/humanize,2025-12-20 20:16:11.000,1712.0,40225015.0,https://anaconda.org/conda-forge/humanize,2025-12-20 21:56:40.135,1147548.0,2.0,,,,,,,,,,,,,,,,, +173,cleo,sdispater/cleo,Cleo allows you to create beautiful and testable command-line interfaces.,,cli-helpers,https://github.com/python-poetry/cleo,https://github.com/python-poetry/cleo,python-poetry/cleo,MIT,2013-12-16 16:01:42.000,2026-02-02 20:51:13.000,2025-12-20 22:52:13,595.0,87,23.0,409.0,35.0,80.0,1339,2024-11-18 13:58:33.000,2.2.1,36.0,38.0,33,True,6.0,29328.0,28937.0,cleo,conda-forge/cleo,,,60272162.0,https://pypi.org/project/cleo,2024-11-18 13:58:33.000,391.0,60172551.0,https://anaconda.org/conda-forge/cleo,2025-04-22 14:56:53.740,6375123.0,3.0,,,,,,,,,,,,,,,,, +174,decorator,micheles/decorator,Decorators for Humans.,,others,https://github.com/micheles/decorator,https://github.com/micheles/decorator,,BSD-2-Clause,2013-11-24 05:55:49.000,2025-12-12 16:57:16.000,2025-12-12 16:57:16,418.0,115,25.0,65.0,11.0,102.0,901,2025-02-24 04:41:32.000,5.2.1,40.0,32.0,33,True,2.0,758899.0,756442.0,decorator,conda-forge/decorator,,,177164940.0,https://pypi.org/project/decorator,2025-02-24 04:41:32.000,2457.0,176412939.0,https://anaconda.org/conda-forge/decorator,2025-04-22 14:56:24.977,43616077.0,3.0,,,,,,,,,,,,,,,,, +175,pytz,stub42/pytz,pytz Python historical timezone library and database.,,date-time-utils,https://github.com/stub42/pytz,https://github.com/stub42/pytz,,MIT,2016-07-12 12:22:30.000,2025-04-22 14:56:22.966,2025-03-25 01:51:52,679.0,98,14.0,41.0,42.0,62.0,385,2025-03-25 02:24:47.000,release_2025.2,118.0,21.0,33,True,,2482646.0,2469664.0,pytz,conda-forge/pytz,,695.0,397834812.0,https://pypi.org/project/pytz,2025-03-25 02:24:58.000,12982.0,396520504.0,https://anaconda.org/conda-forge/pytz,2025-04-22 14:56:22.966,82799669.0,3.0,,,,,,,,,,,,,,,,, +176,Send2Trash,arsenetar/send2trash,Python library to natively send files to Trash (or Recycle bin) on all platforms.,,others,https://github.com/arsenetar/send2trash,https://github.com/arsenetar/send2trash,,BSD-3-Clause,2013-07-19 22:13:14.000,2026-01-27 06:57:55.000,2026-01-27 06:57:55,196.0,47,6.0,39.0,35.0,33.0,297,2026-01-14 06:27:35.000,2.1.0,22.0,20.0,33,True,21.0,317860.0,317149.0,send2trash,conda-forge/send2trash,,,38793770.0,https://pypi.org/project/send2trash,2026-01-14 06:27:35.000,711.0,38439259.0,https://anaconda.org/conda-forge/send2trash,2026-01-14 14:55:34.020,19852669.0,3.0,,,,,,,,,,,,,,,,, +177,PySimpleGUI,PySimpleGUI/PySimpleGUI,PySimpleGUI is a Python package that enables Python programmers of all levels to create GUIs.,,gui-dev,https://github.com/PySimpleGUI/PySimpleGUI,https://github.com/PySimpleGUI/PySimpleGUI,,PySimpleGUI License,2018-07-11 18:28:58.000,2026-01-13 16:03:51.000,2026-01-13 16:03:28,175.0,1830,230.0,3086.0,715.0,2971.0,13714,2025-01-06 12:43:06.000,5.0.8,210.0,19.0,32,False,2.0,14164.0,13613.0,pysimplegui,conda-forge/pysimplegui,,,129038.0,https://pypi.org/project/pysimplegui,2025-04-02 13:25:17.000,551.0,125592.0,https://anaconda.org/conda-forge/pysimplegui,2025-04-22 14:57:10.170,234356.0,2.0,,,,,,,,,,,,,,,,, +178,transitions,pytransitions/transitions,"A lightweight, object-oriented finite state machine implementation in Python with many extensions.",,algorithms,https://github.com/pytransitions/transitions,https://github.com/pytransitions/transitions,,MIT,2014-10-12 20:59:09.000,2025-09-11 04:34:54.000,2025-09-09 16:42:34,1130.0,547,97.0,202.0,18.0,457.0,6401,2025-07-02 10:49:01.000,0.9.3,50.0,81.0,32,True,,4459.0,4241.0,transitions,conda-forge/transitions,,,2233316.0,https://pypi.org/project/transitions,2025-07-02 10:49:01.000,218.0,2220638.0,https://anaconda.org/conda-forge/transitions,2025-07-02 16:00:07.332,862136.0,1.0,,,,,,,,,,,,,,,,, +179,returns,dry-python/returns,"Make your functions return something meaningful, typed, and safe!.",,utilities,https://github.com/dry-python/returns,https://github.com/dry-python/returns,,BSD-2-Clause,2019-01-26 13:08:38.000,2026-02-04 14:13:24.000,2026-01-30 16:00:15,2209.0,143,43.0,1907.0,85.0,366.0,4219,2025-07-24 13:12:26.000,0.26.0,29.0,67.0,32,True,28.0,1149.0,942.0,returns,conda-forge/returns,,,832757.0,https://pypi.org/project/returns,2025-07-24 13:11:20.000,207.0,831894.0,https://anaconda.org/conda-forge/returns,2025-07-29 18:04:04.107,49198.0,3.0,,,,,,,,,,,,,,,,, +180,keyboard,boppreh/keyboard,Hook and simulate global keyboard events on Windows and Linux.,,others,https://github.com/boppreh/keyboard,https://github.com/boppreh/keyboard,,MIT,2013-05-07 22:55:07.000,2025-11-03 14:50:16.222,2023-01-31 21:17:34,775.0,446,74.0,73.0,408.0,200.0,3967,2020-03-23 21:49:28.677,0.13.5,35.0,41.0,32,False,,27432.0,26707.0,keyboard,conda-forge/keyboard,,,699507.0,https://pypi.org/project/keyboard,2020-03-23 21:49:28.677,725.0,698251.0,https://anaconda.org/conda-forge/keyboard,2025-11-03 14:50:16.222,70382.0,3.0,,,,,,,,,,,,,,,,, +181,Blaze,blaze/blaze,NumPy and Pandas interface to Big Data.,,data-containers,https://github.com/blaze/blaze,https://github.com/blaze/blaze,,BSD-3-Clause,2012-10-26 14:25:22.000,2025-04-22 14:56:39.802,2019-08-15 21:14:59,7496.0,391,184.0,944.0,267.0,502.0,3198,2021-12-15 15:22:54.705,0.6.0,14.0,67.0,32,False,,9408.0,9395.0,blaze,conda-forge/blaze,,,95898.0,https://pypi.org/project/blaze,2021-12-15 15:22:54.705,13.0,92842.0,https://anaconda.org/conda-forge/blaze,2025-04-22 14:56:39.802,311792.0,3.0,,,,,,,,,,,,,,,,, +182,pandas-datareader,pydata/pandas-datareader,Extract data from a wide range of Internet sources into a pandas DataFrame.,,data-loading,https://github.com/pydata/pandas-datareader,https://github.com/pydata/pandas-datareader,,BSD-3-Clause,2015-01-15 00:34:19.000,2025-04-22 14:56:34.786,2025-04-03 13:46:30,874.0,680,139.0,462.0,147.0,411.0,3151,2021-07-13 12:38:57.000,0.10.0,22.0,92.0,32,True,,31418.0,31144.0,pandas-datareader,conda-forge/pandas-datareader,,,573382.0,https://pypi.org/project/pandas-datareader,2021-07-13 12:38:57.000,274.0,563907.0,https://anaconda.org/conda-forge/pandas-datareader,2025-04-22 14:56:34.786,559045.0,2.0,,,,,,,,,,,,,,,,, +183,docarray,jina-ai/docarray,"Represent, send, store and search multimodal data.",,data-containers,https://github.com/docarray/docarray,https://github.com/docarray/docarray,docarray/docarray,Apache-2.0,2021-12-14 15:26:24.000,2026-01-13 19:07:40.000,2025-03-21 08:34:45,1467.0,233,46.0,1273.0,68.0,573.0,3111,2025-03-21 08:41:24.000,0.40.1,741.0,81.0,32,True,,5726.0,5644.0,docarray,conda-forge/docarray,,,116098.0,https://pypi.org/project/docarray,2025-03-21 08:34:42.000,82.0,110966.0,https://anaconda.org/conda-forge/docarray,2025-04-22 14:58:08.417,251514.0,3.0,,,,,,,,,,,,,,,,, +184,python-decouple,henriquebastos/python-decouple,Strict separation of config from code.,,configuration,https://github.com/HBNetwork/python-decouple,https://github.com/HBNetwork/python-decouple,HBNetwork/python-decouple,MIT,2014-02-25 04:16:08.000,2025-04-22 14:56:41.760,2024-01-01 17:54:57,200.0,210,32.0,82.0,9.0,91.0,3014,2023-03-01 19:38:11.000,3.8,12.0,36.0,32,False,,170915.0,170207.0,python-decouple,conda-forge/python-decouple,,18.0,7032286.0,https://pypi.org/project/python-decouple,2023-03-01 19:40:02.580,708.0,7030167.0,https://anaconda.org/conda-forge/python-decouple,2025-04-22 14:56:41.760,139901.0,2.0,,,,,,,,,,,,,,,,, +185,arq,samuelcolvin/arq,Fast job queuing and RPC in python with asyncio and redis.,,data-pipelines,https://github.com/python-arq/arq,https://github.com/python-arq/arq,python-arq/arq,MIT,2016-07-21 18:24:42.000,2026-02-02 14:38:19.000,2026-01-30 20:24:19,411.0,202,31.0,271.0,86.0,161.0,2796,2026-02-02 14:39:05.000,0.27.0,64.0,67.0,32,True,7.0,1085.0,1035.0,arq,conda-forge/arq,,,736816.0,https://pypi.org/project/arq,2026-02-02 14:38:19.000,50.0,736443.0,https://anaconda.org/conda-forge/arq,2025-04-22 14:57:50.444,21686.0,2.0,,,,,,,,,,,,,,,,, +186,addict,mewwts/addict,The Python Dict thats better than heroin.,,data-structures,https://github.com/mewwts/addict,https://github.com/mewwts/addict,,MIT,2014-12-10 06:55:25.000,2025-12-02 13:18:06.785,2021-01-05 07:16:38,229.0,132,53.0,74.0,22.0,64.0,2546,2020-11-21 16:21:29.000,2.4.0,31.0,34.0,32,False,,17168.0,16717.0,addict,conda-forge/addict,,27.0,6175049.0,https://pypi.org/project/addict,2020-11-21 16:21:29.000,451.0,6163260.0,https://anaconda.org/conda-forge/addict,2025-12-02 13:18:06.785,766303.0,2.0,,,,,,,,,,,,,,,,, +187,asyncer,tiangolo/asyncer,"Asyncer, async and await, focused on developer experience.",,async,https://github.com/fastapi/asyncer,https://github.com/fastapi/asyncer,fastapi/asyncer,MIT,2022-01-04 21:14:39.000,2026-02-04 22:17:23.000,2026-02-04 12:26:51,579.0,81,14.0,445.0,1.0,5.0,2347,2025-12-26 12:05:08.000,0.0.12,15.0,22.0,32,True,102.0,7810.0,7546.0,asyncer,conda-forge/asyncer,,,4662211.0,https://pypi.org/project/asyncer,2025-12-26 12:05:08.000,264.0,4661631.0,https://anaconda.org/conda-forge/asyncer,2025-12-26 13:13:17.827,28434.0,3.0,,,,,,,,,,,,,,,,, +188,libcloud,apache/libcloud,Apache Libcloud is a Python library that hides differences between different cloud provider APIs and allows you to..,,db-clients,https://github.com/apache/libcloud,https://github.com/apache/libcloud,,Apache-2.0,2009-12-11 09:00:14.000,2026-02-03 00:03:02.000,2026-01-30 15:30:23,10275.0,926,78.0,1886.0,107.0,132.0,2108,2023-08-10 08:07:04.000,3.8.0,71.0,488.0,32,True,55.0,184.0,,apache-libcloud,,,,294032.0,https://pypi.org/project/apache-libcloud,2023-08-10 08:07:04.000,184.0,294032.0,,,,3.0,,,,,,,,,,,,,,,,, +189,questionary,tmbo/questionary,"Python library to build pretty command line user prompts Easy to use multi-select lists, confirmations, free text..",,cli-helpers,https://github.com/tmbo/questionary,https://github.com/tmbo/questionary,,MIT,2018-12-01 17:55:17.000,2026-01-29 11:30:35.000,2026-01-29 11:30:33,637.0,102,18.0,320.0,72.0,116.0,1983,2025-08-28 19:00:19.000,2.1.1,24.0,52.0,32,True,20.0,21987.0,20548.0,questionary,conda-forge/questionary,,,13551637.0,https://pypi.org/project/questionary,2025-08-28 19:00:19.000,1439.0,13547151.0,https://anaconda.org/conda-forge/questionary,2025-09-08 18:35:18.765,278174.0,3.0,,,,,,,,,,,,,,,,, +190,bidict,jab/bidict,The bidirectional mapping library for Python.,,data-structures,https://github.com/jab/bidict,https://github.com/jab/bidict,,MPL-2.0,2014-09-23 14:00:27.000,2026-02-01 17:59:21.000,2026-02-01 17:54:35,773.0,64,12.0,283.0,4.0,62.0,1571,2024-02-18 19:11:22.000,0.23.1,43.0,24.0,32,True,17.0,43584.0,43101.0,bidict,conda-forge/bidict,,145.0,15853895.0,https://pypi.org/project/bidict,2024-02-18 19:09:04.000,483.0,15843572.0,https://anaconda.org/conda-forge/bidict,2025-04-22 14:56:27.833,691618.0,2.0,,,,,,,,,,,,,,,,, +191,petl,petl-developers/petl,Python Extract Transform and Load Tables of Data.,,data-pipelines,https://github.com/petl-developers/petl,https://github.com/petl-developers/petl,,MIT,2011-08-19 09:51:03.000,2025-08-13 22:28:53.000,2025-08-13 22:28:53,1382.0,199,48.0,228.0,89.0,380.0,1305,2025-07-10 20:47:12.000,1.7.17,92.0,67.0,32,True,,4251.0,4203.0,petl,conda-forge/petl,,,834833.0,https://pypi.org/project/petl,2025-07-10 20:47:12.000,48.0,829007.0,https://anaconda.org/conda-forge/petl,2025-07-11 11:24:27.947,396227.0,2.0,,,,,,,,,,,,,,,http://petl.readthedocs.org,, +192,sshtunnel,pahaz/sshtunnel,SSH tunnels to remote server.,,infrastructure,https://github.com/pahaz/sshtunnel,https://github.com/pahaz/sshtunnel,,MIT,2014-06-11 21:14:05.000,2025-08-27 14:29:08.000,2025-08-27 14:29:08,447.0,193,28.0,103.0,64.0,145.0,1286,2021-01-11 13:28:44.000,0.4.0,28.0,27.0,32,True,,9898.0,9548.0,sshtunnel,conda-forge/sshtunnel,,,30419788.0,https://pypi.org/project/sshtunnel,2021-01-11 13:28:30.784,350.0,30414507.0,https://anaconda.org/conda-forge/sshtunnel,2025-04-22 14:56:28.186,338028.0,3.0,,,,,,,,,,,,,,,,, +193,appdirs,ActiveState/appdirs,"A small Python module for determining appropriate platform-specific dirs, e.g. a user data dir.",,file-path-utils,https://github.com/ActiveState/appdirs,https://github.com/ActiveState/appdirs,,MIT,2010-07-28 04:07:00.000,2025-04-22 14:56:20.880,2023-02-10 23:42:40,225.0,98,62.0,94.0,48.0,60.0,1078,2020-05-11 08:18:45.000,1.4.4,8.0,34.0,32,False,,338474.0,333984.0,appdirs,conda-forge/appdirs,,,41424326.0,https://pypi.org/project/appdirs,2020-05-11 07:59:49.000,4490.0,41188233.0,https://anaconda.org/conda-forge/appdirs,2025-04-22 14:56:20.880,15109954.0,3.0,,,,,,,,,,,,,,,,, +194,cx-Oracle,oracle/python-cx_Oracle,"Obsolete Python interface to Oracle Database, now superseded by python-oracledb.",,db-clients,https://github.com/oracle/python-cx_Oracle,https://github.com/oracle/python-cx_Oracle,,BSD-3-Clause,2017-03-07 04:03:36.000,2026-01-15 21:15:00.327,2025-05-26 23:53:00,1185.0,364,72.0,22.0,22.0,630.0,896,2023-07-20 16:04:57.864,5.0.2,55.0,17.0,32,True,,9573.0,9139.0,cx-Oracle,conda-forge/cx_oracle,,,4931744.0,https://pypi.org/project/cx-Oracle,2023-07-20 16:04:57.864,434.0,4916967.0,https://anaconda.org/conda-forge/cx_oracle,2026-01-15 21:15:00.327,990102.0,3.0,,,,,,,,,,,,,,,,, +195,pysolr,django-haystack/pysolr,Pysolr Python Solr client.,,db-clients,https://github.com/django-haystack/pysolr,https://github.com/django-haystack/pysolr,,BSD-3-Clause,2009-07-01 17:54:08.000,2026-02-03 09:26:05.000,2026-02-03 09:26:04,678.0,342,31.0,381.0,32.0,134.0,695,2025-11-18 10:42:40.000,3.11.0,39.0,74.0,32,True,54.0,3975.0,3888.0,pysolr,conda-forge/pysolr,,,309471.0,https://pypi.org/project/pysolr,2025-11-18 10:42:40.000,87.0,305399.0,https://anaconda.org/conda-forge/pysolr,2025-11-18 13:40:33.893,69236.0,3.0,,,,,,,,,,,,,,,,, +196,param,holoviz/param,Declarative parameters for robust Python classes and a rich API for reactive programming.,,data-validation,https://github.com/holoviz/param,https://github.com/holoviz/param,,BSD-3-Clause,2012-05-01 11:51:08.000,2026-01-27 15:53:20.000,2026-01-27 15:53:18,980.0,80,17.0,597.0,178.0,346.0,507,2025-11-25 15:35:53.000,2.3.1,109.0,42.0,32,True,10.0,17994.0,17785.0,param,conda-forge/param,,,1337244.0,https://pypi.org/project/param,2025-11-25 15:35:53.000,209.0,1299593.0,https://anaconda.org/conda-forge/param,2025-11-25 17:20:19.885,2409698.0,3.0,,,,,,,,,,,,,,,,, +197,pandas-gbq,googleapis/python-bigquery-pandas,Google BigQuery connector for pandas.,,db-clients,https://github.com/googleapis/python-bigquery-pandas,https://github.com/googleapis/python-bigquery-pandas,,BSD-3-Clause,2017-02-08 13:07:19.000,2026-01-21 18:34:12.000,2026-01-05 21:36:01,518.0,127,59.0,567.0,3.0,399.0,488,2026-01-05 21:47:07.000,0.33.0,64.0,57.0,32,True,11.0,271.0,,pandas-gbq,conda-forge/pandas-gbq,,589.0,29488640.0,https://pypi.org/project/pandas-gbq,2026-01-05 21:47:07.000,271.0,29453344.0,https://anaconda.org/conda-forge/pandas-gbq,2025-05-01 18:48:18.992,2258621.0,3.0,,,,,,,,,,,,,,,,, +198,asn1crypto,wbond/asn1crypto,Python ASN.1 library with a focus on performance and a pythonic API.,,cryptography,https://github.com/wbond/asn1crypto,https://github.com/wbond/asn1crypto,,MIT,2015-06-03 18:51:56.000,2025-04-22 14:56:37.840,2023-11-03 12:31:26,810.0,144,23.0,102.0,52.0,148.0,356,2022-03-15 14:46:51.000,1.5.1,33.0,39.0,32,False,,125773.0,125173.0,asn1crypto,conda-forge/asn1crypto,,,137143271.0,https://pypi.org/project/asn1crypto,2022-03-15 14:46:51.000,600.0,137001948.0,https://anaconda.org/conda-forge/asn1crypto,2025-04-22 14:56:37.840,9468644.0,3.0,,,,,,,,,,,,,,,,, +199,CocoIndex,cocoindex-io/cocoindex,"Data transformation framework for AI. Ultra performant, with incremental processing. Star if you like it!.",,data-pipelines,https://github.com/cocoindex-io/cocoindex,https://github.com/cocoindex-io/cocoindex,,Apache-2.0,2025-03-03 23:03:09.000,2026-02-05 08:14:20.000,2026-02-05 05:24:29,1178.0,445,40.0,1320.0,54.0,222.0,6028,2026-01-21 05:04:41.000,0.3.28,159.0,54.0,31,True,196.0,27.0,24.0,cocoindex,,,,23616.0,https://pypi.org/project/cocoindex,2026-01-31 21:24:10.000,3.0,23616.0,,,,2.0,,,,,,,,,,,,,,,,, +200,dataset,pudo/dataset,"Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.",,db-clients,https://github.com/pudo/dataset,https://github.com/pudo/dataset,,MIT,2013-04-01 14:57:55.000,2025-09-17 20:26:50.685,2025-02-05 12:22:42,714.0,298,97.0,142.0,40.0,265.0,4848,2023-07-12 08:56:00.739,1.6.2,57.0,79.0,31,True,,5204.0,5070.0,dataset,conda-forge/dataset,,,1298836.0,https://pypi.org/project/dataset,2023-07-12 08:56:00.739,134.0,1298543.0,https://anaconda.org/conda-forge/dataset,2025-09-17 20:26:50.685,17292.0,3.0,,,,,,,,,,,,,,,,, +201,ultrajson,ultrajson/ultrajson,Ultra fast JSON decoder and encoder written in C with Python bindings.,,serialization,https://github.com/ultrajson/ultrajson,https://github.com/ultrajson/ultrajson,,,2011-02-27 20:00:51.000,2026-01-19 08:04:00.000,2026-01-19 08:03:57,1011.0,375,79.0,340.0,30.0,327.0,4474,2025-08-20 11:55:02.000,5.11.0,39.0,94.0,31,False,9.0,2651.0,,ujson,conda-forge/ujson,,,26281550.0,https://pypi.org/project/ujson,2025-08-20 11:55:02.000,2651.0,26172832.0,https://anaconda.org/conda-forge/ujson,2025-08-31 21:04:12.975,7392862.0,3.0,,,,,,,,,,,,,,,,, +202,Pony,ponyorm/pony,Pony Object Relational Mapper.,,db-clients,https://github.com/ponyorm/pony,https://github.com/ponyorm/pony,,Apache-2.0,2013-02-08 04:56:00.000,2025-07-03 18:16:47.000,2025-07-03 18:16:47,4035.0,251,83.0,92.0,336.0,338.0,3825,2024-08-27 12:33:41.000,0.7.19,54.0,33.0,31,True,,4735.0,4564.0,pony,conda-forge/pony,,226.0,159902.0,https://pypi.org/project/pony,2024-08-27 12:29:28.000,171.0,156921.0,https://anaconda.org/conda-forge/pony,2025-04-22 14:56:31.117,187769.0,3.0,,,,,,,,,,,,,,,,, +203,funcy,Suor/funcy,A fancy and practical functional tools.,,utilities,https://github.com/Suor/funcy,https://github.com/Suor/funcy,,BSD-3-Clause,2012-10-13 00:44:57.000,2025-09-19 03:38:33.000,2025-09-19 03:37:46,1003.0,150,66.0,80.0,13.0,76.0,3499,2018-06-30 04:16:20.000,1.10.3,51.0,34.0,31,True,,15807.0,15421.0,funcy,conda-forge/funcy,,,4442094.0,https://pypi.org/project/funcy,2023-03-28 06:24:02.835,386.0,4430040.0,https://anaconda.org/conda-forge/funcy,2025-04-22 14:56:31.417,783551.0,3.0,,,,,,,,,,,,,,,,, +204,Koalas,databricks/koalas,Koalas: pandas API on Apache Spark.,,data-containers,https://github.com/databricks/koalas,https://github.com/databricks/koalas,,Apache-2.0,2019-01-03 21:46:54.000,2025-04-22 14:57:05.444,2023-09-21 03:12:16,1555.0,366,311.0,1630.0,109.0,491.0,3370,2021-10-19 22:26:46.000,1.8.2,47.0,51.0,31,False,,423.0,392.0,koalas,conda-forge/koalas,"['spark', 'pandas']",1025.0,1951234.0,https://pypi.org/project/koalas,2021-10-19 22:26:05.000,31.0,1945659.0,https://anaconda.org/conda-forge/koalas,2025-04-22 14:57:05.444,450670.0,3.0,,,,,,,,,,,,,,,,, +205,PynamoDB,pynamodb/PynamoDB,A pythonic interface to Amazons DynamoDB.,,db-clients,https://github.com/pynamodb/PynamoDB,https://github.com/pynamodb/PynamoDB,,MIT,2014-01-20 02:18:35.000,2026-01-06 15:42:12.000,2026-01-06 15:42:11,849.0,432,36.0,663.0,317.0,383.0,2646,2025-06-02 17:32:57.000,6.1.0,96.0,114.0,31,True,1.0,2076.0,1990.0,pynamodb,conda-forge/pynamodb,,,3895913.0,https://pypi.org/project/pynamodb,2025-06-02 17:32:57.000,86.0,3851903.0,https://anaconda.org/conda-forge/pynamodb,2025-06-02 20:29:30.739,2904670.0,3.0,,,,,,,,,,,,,,,,, +206,mrjob,Yelp/mrjob,Run MapReduce jobs on Hadoop or Amazon Web Services.,,data-pipelines,https://github.com/Yelp/mrjob,https://github.com/Yelp/mrjob,,Apache-2.0,2010-10-13 18:35:21.000,2025-04-22 14:56:27.508,2020-11-16 22:20:52,8622.0,588,100.0,923.0,214.0,1093.0,2619,2021-12-15 14:47:15.579,0.4.0,62.0,145.0,31,False,,1710.0,1707.0,mrjob,conda-forge/mrjob,,,95672.0,https://pypi.org/project/mrjob,2021-12-15 14:47:15.579,3.0,85176.0,https://anaconda.org/conda-forge/mrjob,2025-04-22 14:56:27.508,703254.0,2.0,,,,,,,,,,,,,,,,, +207,schematics,schematics/schematics,Python Data Structures for Humans.,,data-validation,https://github.com/schematics/schematics,https://github.com/schematics/schematics,,BSD-3-Clause,2010-12-27 02:25:29.000,2025-04-22 14:57:08.152,2021-08-17 21:08:10,1420.0,286,57.0,305.0,109.0,239.0,2590,2021-08-17 21:16:54.000,2.1.1,24.0,119.0,31,False,,1872.0,1729.0,schematics,conda-forge/schematics,,,716588.0,https://pypi.org/project/schematics,2021-08-17 21:16:54.000,143.0,716237.0,https://anaconda.org/conda-forge/schematics,2025-04-22 14:57:08.152,27788.0,3.0,,,,,,,,,,,,,,,,, +208,omegaconf,omry/omegaconf,Flexible Python configuration system. The last one you will ever need.,,configuration,https://github.com/omry/omegaconf,https://github.com/omry/omegaconf,,BSD-3-Clause,2018-09-03 14:59:01.000,2025-11-29 13:52:32.000,2025-11-29 13:52:32,1072.0,146,18.0,604.0,149.0,454.0,2340,2022-12-08 21:01:02.889,2.3.0,149.0,37.0,31,True,1.0,61756.0,59906.0,omegaconf,conda-forge/omegaconf,,,25956666.0,https://pypi.org/project/omegaconf,2025-10-30 17:55:32.000,1850.0,25924699.0,https://anaconda.org/conda-forge/omegaconf,2025-04-22 14:57:19.651,2205780.0,3.0,,,,,,,,,,,,,,,,, +209,msgpack,msgpack/msgpack-python,MessagePack serializer implementation for Python msgpack.org[Python].,,serialization,https://github.com/msgpack/msgpack-python,https://github.com/msgpack/msgpack-python,,,2011-08-21 08:24:41.000,2025-12-01 05:16:05.000,2025-12-01 05:16:03,907.0,236,42.0,334.0,6.0,305.0,2061,2025-10-08 09:14:38.000,1.1.2,30.0,81.0,31,False,1.0,2857.0,,msgpack,conda-forge/msgpack-python,,2283.0,169432936.0,https://pypi.org/project/msgpack,2025-10-08 09:14:38.000,2857.0,168931545.0,https://anaconda.org/conda-forge/msgpack-python,2025-11-07 08:39:42.682,32087570.0,3.0,,,,,,,,,,,,,,,,, +210,pygsheets,nithinmurali/pygsheets,Google Sheets Python API v4.,,db-clients,https://github.com/nithinmurali/pygsheets,https://github.com/nithinmurali/pygsheets,,MIT,2016-06-06 17:20:44.000,2025-06-10 05:13:49.000,2025-06-10 05:13:48,1123.0,222,45.0,193.0,68.0,340.0,1547,2022-11-30 17:34:49.000,2.0.6,18.0,97.0,31,True,,3170.0,3093.0,pygsheets,,,,2251280.0,https://pypi.org/project/pygsheets,2022-11-30 17:29:01.641,77.0,2251280.0,,,,3.0,,,,,,,,,,,,,,,,, +211,mleap,combust/mleap,MLeap: Deploy ML Pipelines to Production.,,data-pipelines,https://github.com/combust/mleap,https://github.com/combust/mleap,,Apache-2.0,2016-08-23 03:51:03.000,2026-01-13 09:57:49.851,2026-01-12 21:28:55,1055.0,315,64.0,413.0,116.0,371.0,1531,2026-01-12 21:34:09.000,0.23.4,18.0,86.0,31,True,3.0,254.0,243.0,mleap,conda-forge/mleap,,,2073762.0,https://pypi.org/project/mleap,2026-01-12 21:19:48.000,11.0,2072199.0,https://anaconda.org/conda-forge/mleap,2026-01-13 09:57:49.851,107912.0,2.0,,,,,,,,,,,,,,,,, +212,aiocache,aio-libs/aiocache,"Asyncio cache manager for redis, memcached and memory.",,caching,https://github.com/aio-libs/aiocache,https://github.com/aio-libs/aiocache,,BSD-3-Clause,2016-09-30 09:25:51.000,2026-02-01 18:52:30.000,2025-11-28 18:08:48,805.0,173,16.0,754.0,63.0,277.0,1412,2024-09-25 13:20:25.000,0.12.3,45.0,51.0,31,True,2.0,4794.0,4647.0,aiocache,,,75.0,6680455.0,https://pypi.org/project/aiocache,2024-09-25 13:20:22.000,147.0,6680455.0,,,,2.0,,,,,,,,,,,,,,,,, +213,anytree,c0fec0de/anytree,Python tree data library.,,data-structures,https://github.com/c0fec0de/anytree,https://github.com/c0fec0de/anytree,,Apache-2.0,2016-08-27 09:42:38.000,2025-04-22 14:57:24.586,2025-04-08 21:01:34,527.0,136,21.0,80.0,35.0,165.0,1073,2025-04-08 21:06:29.000,2.13.0,37.0,30.0,31,True,,24074.0,23491.0,anytree,conda-forge/anytree,,,4346006.0,https://pypi.org/project/anytree,2025-04-08 21:06:29.000,583.0,4342181.0,https://anaconda.org/conda-forge/anytree,2025-04-22 14:57:24.586,72677.0,2.0,,,,,,,,,,,,,,,,, +214,inflect,jaraco/inflect,"Correctly generate plurals, ordinals, indefinite articles; convert numbers to words.",,text,https://github.com/jaraco/inflect,https://github.com/jaraco/inflect,,MIT,2010-06-20 13:43:13.000,2025-05-14 06:52:40.000,2025-05-14 06:52:39,1136.0,109,21.0,102.0,39.0,94.0,1060,2024-12-28 17:11:25.000,7.5.0,55.0,59.0,31,True,,35854.0,35133.0,inflect,conda-forge/inflect,,,21148208.0,https://pypi.org/project/inflect,2024-12-28 17:11:15.000,721.0,21138095.0,https://anaconda.org/conda-forge/inflect,2025-04-22 14:56:34.231,687731.0,3.0,,,,,,,,,,,,,,,,, +215,ordered-set,rspeer/ordered-set,A mutable set that remembers the order of its entries. One of Pythons missing data types.,,data-structures,https://github.com/rspeer/ordered-set,https://github.com/rspeer/ordered-set,,MIT,2012-08-17 21:55:21.000,2025-04-22 14:56:22.596,2024-08-09 19:22:31,166.0,49,27.0,57.0,10.0,37.0,225,2022-01-26 14:38:48.000,4.1.0,18.0,21.0,31,False,,32241.0,31699.0,ordered-set,conda-forge/ordered-set,,,31168207.0,https://pypi.org/project/ordered-set,2022-01-26 14:38:48.000,542.0,31155411.0,https://anaconda.org/conda-forge/ordered-set,2025-04-22 14:56:22.596,870174.0,2.0,,,,,,,,,,,,,,,,, +216,tzlocal,regebro/tzlocal,A Python module that tries to figure out what your local timezone is.,,date-time-utils,https://github.com/regebro/tzlocal,https://github.com/regebro/tzlocal,,MIT,2012-09-11 12:34:21.000,2025-08-26 16:54:21.657,2025-07-08 07:33:44,326.0,64,5.0,84.0,1.0,89.0,215,2025-03-05 21:17:39.000,5.3.1,49.0,31.0,31,True,,217600.0,215719.0,tzlocal,conda-forge/tzlocal,,,121042265.0,https://pypi.org/project/tzlocal,2025-03-05 21:17:39.000,1881.0,120957803.0,https://anaconda.org/conda-forge/tzlocal,2025-08-26 16:54:21.657,4560992.0,3.0,,,,,,,,,,,,,,,,, +217,isodate,gweis/isodate,ISO 8601 date/time parser.,,date-time-utils,https://github.com/gweis/isodate,https://github.com/gweis/isodate,,BSD-3-Clause,2012-10-29 23:32:06.000,2025-04-22 14:56:20.901,2024-10-09 01:49:36,193.0,61,8.0,50.0,27.0,27.0,173,2024-10-08 23:04:09.000,0.7.2,19.0,24.0,31,False,,122034.0,121163.0,isodate,conda-forge/isodate,,,174451599.0,https://pypi.org/project/isodate,2024-10-08 23:04:09.000,871.0,174282694.0,https://anaconda.org/conda-forge/isodate,2025-04-22 14:56:20.901,8445270.0,3.0,,,,,,,,,,,,,,,,, +218,algorithms,keon/algorithms,Minimal examples of data structures and algorithms in Python.,,algorithms,https://github.com/keon/algorithms,https://github.com/keon/algorithms,,MIT,2016-11-17 22:32:08.000,2026-01-26 04:59:48.000,2026-01-26 04:59:48,974.0,4696,625.0,791.0,218.0,108.0,24967,2020-10-04 14:44:02.000,0.1.4,5.0,215.0,30,True,10.0,145.0,141.0,algorithms,conda-forge/algorithms,,,3241.0,https://pypi.org/project/algorithms,2020-10-04 14:44:02.000,4.0,3168.0,https://anaconda.org/conda-forge/algorithms,2025-04-22 14:57:51.136,4241.0,3.0,,,,,,,,,,,,,,,,, +219,Gooey,chriskiehl/Gooey,Turn (almost) any Python command line program into a full GUI application with one line.,,gui-dev,https://github.com/chriskiehl/Gooey,https://github.com/chriskiehl/Gooey,,MIT,2014-01-01 21:06:05.000,2025-07-12 11:24:40.000,2022-05-08 04:08:19,743.0,1028,283.0,306.0,168.0,473.0,22041,2021-12-15 16:29:29.533,0.8.7,58.0,103.0,30,False,,1178.0,1073.0,gooey,conda-forge/gooey,,924.0,9337.0,https://pypi.org/project/gooey,2022-01-29 23:10:33.000,105.0,7687.0,https://anaconda.org/conda-forge/gooey,2025-04-22 14:57:05.689,132751.0,3.0,,,,,,,,,,,,,,,,, +220,PDFMiner,euske/pdfminer,Python PDF Parser (Not actively maintained). Check out pdfminer.six.,,data-loading,https://github.com/euske/pdfminer,https://github.com/euske/pdfminer,,MIT,2010-12-12 12:50:22.000,2025-04-22 14:56:26.384,2020-01-18 07:00:32,540.0,1127,216.0,90.0,243.0,43.0,5302,,,41.0,28.0,30,False,,11146.0,10980.0,pdfminer,conda-forge/pdfminer,,,220789.0,https://pypi.org/project/pdfminer,2021-12-15 14:45:46.670,166.0,220184.0,https://anaconda.org/conda-forge/pdfminer,2025-04-22 14:56:26.384,68975.0,3.0,,,,,,,,,,,,,,,,, +221,camelot,camelot-dev/camelot,A Python library to extract tabular data from PDFs.,,data-loading,https://github.com/camelot-dev/camelot,https://github.com/camelot-dev/camelot,,MIT,2019-07-01 13:39:33.000,2026-02-03 02:59:45.000,2026-01-10 17:47:24,1305.0,503,46.0,311.0,223.0,164.0,3589,2025-08-10 18:14:40.000,1.0.9,16.0,74.0,30,True,18.0,3548.0,3542.0,camelot,,,451.0,6124.0,https://pypi.org/project/camelot,2021-12-15 14:24:33.385,6.0,6092.0,,,,3.0,,,,,,,,,,,,,,,,, +222,glom,mahmoud/glom,"Pythons nested data operator (and CLI), for all your declarative restructuring needs. Got data? Glom it!.",,data-structures,https://github.com/mahmoud/glom,https://github.com/mahmoud/glom,,BSD-3-Clause,2018-04-18 06:03:24.000,2025-12-29 17:31:58.501,2025-12-29 06:29:50,1043.0,71,20.0,117.0,119.0,82.0,2118,2025-12-29 06:29:06.000,25.12.0,28.0,23.0,30,True,6.0,3276.0,3025.0,glom,conda-forge/glom,,,12527235.0,https://pypi.org/project/glom,2025-12-29 06:29:06.000,251.0,12526320.0,https://anaconda.org/conda-forge/glom,2025-12-29 17:31:58.501,60404.0,3.0,,,,,,,,,,,,,,,,, +223,pyfilesystem2,pyfilesystem/pyfilesystem2,Pythons Filesystem abstraction layer.,,file-path-utils,https://github.com/PyFilesystem/pyfilesystem2,https://github.com/PyFilesystem/pyfilesystem2,,MIT,2016-10-14 15:05:27.000,2025-05-17 13:45:45.000,2025-05-17 13:12:52,786.0,185,42.0,228.0,108.0,276.0,2093,2023-07-20 15:36:08.195,0.3.0,88.0,47.0,30,True,,410.0,,fs,conda-forge/fs,,,7708153.0,https://pypi.org/project/fs,2023-07-20 15:36:08.195,410.0,7696112.0,https://anaconda.org/conda-forge/fs,2025-04-22 14:56:42.067,1216192.0,3.0,,,,,,,,,,,,,,,,, +224,piccolos,piccolo-orm/piccolo,"A fast, user friendly ORM and query builder which supports asyncio.",,db-clients,https://github.com/piccolo-orm/piccolo,https://github.com/piccolo-orm/piccolo,,MIT,2018-10-27 20:53:26.000,2026-02-04 14:28:29.000,2026-02-04 14:28:29,1940.0,96,16.0,593.0,105.0,477.0,1855,2025-10-21 23:05:00.000,1.30.0,289.0,52.0,30,True,10.0,531.0,514.0,piccolo,,,,108742.0,https://pypi.org/project/piccolo,2025-10-21 23:05:00.000,17.0,108742.0,,,,3.0,,,,,,,,,,,,,,,,, +225,influxdb,influxdata/influxdb-python,Python client for InfluxDB.,,db-clients,https://github.com/influxdata/influxdb-python,https://github.com/influxdata/influxdb-python,,MIT,2013-11-05 19:27:16.000,2025-04-22 14:57:24.275,2024-10-29 15:54:14,977.0,524,83.0,404.0,168.0,378.0,1699,2024-04-18 21:45:06.000,5.3.2,55.0,142.0,30,False,,362.0,,influxdb,conda-forge/influxdb,,,4203745.0,https://pypi.org/project/influxdb,2024-04-18 21:45:06.000,362.0,4200691.0,https://anaconda.org/conda-forge/influxdb,2025-04-22 14:57:24.275,213823.0,3.0,,,,,,,,,,,,,,,,, +226,python-email-validator,JoshData/python-email-validator,A robust email syntax and deliverability validation library for Python.,,data-validation,https://github.com/JoshData/python-email-validator,https://github.com/JoshData/python-email-validator,,Unlicense,2015-04-20 02:46:34.000,2026-01-14 20:57:57.000,2026-01-14 20:57:40,244.0,129,23.0,57.0,14.0,95.0,1360,2025-08-26 13:09:05.000,2.3.0,32.0,26.0,30,True,1.0,1218.0,,email-validator,conda-forge/email-validator,,,85066919.0,https://pypi.org/project/email-validator,2025-08-26 13:09:05.000,1218.0,85037173.0,https://anaconda.org/conda-forge/email-validator,2025-08-26 15:19:04.108,1993009.0,3.0,,,,,,,,,,,,,,,,, +227,redis-py-cluster,grokzen/redis-py-cluster,Python cluster client for the official redis cluster. Redis 3.0+.,,db-clients,https://github.com/Grokzen/redis-py-cluster,https://github.com/Grokzen/redis-py-cluster,,MIT,2013-05-21 06:41:34.000,2023-08-24 14:35:55.000,2022-03-12 11:50:41,744.0,317,49.0,211.0,31.0,269.0,1095,2021-05-30 09:23:19.000,2.1.3,19.0,73.0,30,False,,2532.0,2400.0,redis-py-cluster,,,4954.0,4019257.0,https://pypi.org/project/redis-py-cluster,2021-05-30 09:21:45.000,132.0,4019221.0,,,,3.0,,,,,,,,,,,,,,,,, +228,pyahocorasick,WojciechMula/pyahocorasick,Python module (C extension and plain python) implementing Aho-Corasick algorithm.,,text,https://github.com/WojciechMula/pyahocorasick,https://github.com/WojciechMula/pyahocorasick,,BSD-3-Clause,2013-05-30 19:55:46.000,2025-12-18 09:03:44.961,2025-12-17 11:04:34,558.0,138,18.0,75.0,31.0,112.0,1079,2025-12-17 13:01:57.000,2.3.0,32.0,33.0,30,True,4.0,4337.0,4113.0,pyahocorasick,conda-forge/pyahocorasick,,780.0,6245876.0,https://pypi.org/project/pyahocorasick,2025-12-17 13:01:57.000,224.0,6238839.0,https://anaconda.org/conda-forge/pyahocorasick,2025-12-18 09:03:44.961,449075.0,3.0,,,,,,,,,,,,,,,,, +229,neo4j-driver,neo4j/neo4j-python-driver,Neo4j Bolt driver for Python.,,db-clients,https://github.com/neo4j/neo4j-python-driver,https://github.com/neo4j/neo4j-python-driver,,Apache-2.0,2015-05-05 13:08:20.000,2026-02-05 12:41:16.000,2026-02-05 12:41:16,1726.0,205,93.0,998.0,2.0,263.0,1024,2026-01-12 12:08:50.000,6.1.0,148.0,44.0,30,True,13.0,63.0,,neo4j-driver,conda-forge/neo4j-python-driver,,,145088.0,https://pypi.org/project/neo4j-driver,2026-01-12 10:42:38.000,63.0,139362.0,https://anaconda.org/conda-forge/neo4j-python-driver,2026-01-13 08:19:34.465,389427.0,3.0,,,,,,,,,,,,,,,,, +230,ConfigArgParse,bw2/ConfigArgParse,Drop-in replacement for argparse with added support for config files and environment variables.,,cli-helpers,https://github.com/bw2/ConfigArgParse,https://github.com/bw2/ConfigArgParse,,MIT,2014-06-25 00:27:02.000,2025-12-31 03:02:39.000,2025-08-06 02:04:37,410.0,120,16.0,130.0,89.0,136.0,756,2025-05-23 15:11:00.000,1.7.1,30.0,56.0,30,True,,25185.0,24512.0,configargparse,conda-forge/configargparse,,,14023842.0,https://pypi.org/project/configargparse,2025-06-13 18:27:56.000,673.0,13995737.0,https://anaconda.org/conda-forge/configargparse,2025-05-26 23:29:32.017,1686352.0,3.0,,,,,,,,,,,,,,,,, +231,google-cloud-bigtable,googleapis/python-bigtable,Google Cloud Bigtable API client library.,,db-clients,https://github.com/googleapis/python-bigtable,https://github.com/googleapis/python-bigtable,,Apache-2.0,2019-12-10 00:09:10.000,2026-02-03 20:55:04.000,2026-02-03 20:55:04,920.0,61,44.0,920.0,89.0,307.0,74,2025-12-17 15:18:12.000,2.35.0,92.0,79.0,30,False,14.0,49.0,,google-cloud-bigtable,conda-forge/google-cloud-bigtable,,,45518979.0,https://pypi.org/project/google-cloud-bigtable,2025-12-17 15:18:12.000,49.0,45515442.0,https://anaconda.org/conda-forge/google-cloud-bigtable,2026-01-16 11:16:19.599,212261.0,3.0,,,,,,,,,,,,,,,,, +232,Records,kennethreitz/records,SQL for Humans.,,db-clients,https://github.com/kennethreitz/records,https://github.com/kennethreitz/records,,ISC,2014-12-24 15:20:23.000,2025-04-22 14:56:35.319,2024-07-09 11:26:42,372.0,574,182.0,94.0,42.0,92.0,7227,2024-03-29 23:53:56.000,0.6.0,13.0,51.0,29,False,,1338.0,1291.0,records,conda-forge/records,,,391073.0,https://pypi.org/project/records,2024-03-29 23:50:56.000,47.0,389928.0,https://anaconda.org/conda-forge/records,2025-04-22 14:56:35.319,65302.0,3.0,,,,,,,,,,,,,,,,, +233,faust,robinhood/faust,Python Stream Processing.,,data-pipelines,https://github.com/robinhood/faust,https://github.com/robinhood/faust,,BSD-3-Clause,2017-03-08 18:36:11.000,2024-07-27 10:27:41.000,2023-02-23 18:42:48,4138.0,535,135.0,293.0,276.0,245.0,6834,2020-02-25 22:58:45.202,1.10.4,46.0,95.0,29,False,,2169.0,2145.0,faust,,,,16837.0,https://pypi.org/project/faust,2020-02-25 22:58:45.202,24.0,16837.0,,,,3.0,,,,,,,,,,,,,,,,, +234,snorkel,snorkel-team/snorkel,A system for quickly generating training data with weak supervision.,,data-loading,https://github.com/snorkel-team/snorkel,https://github.com/snorkel-team/snorkel,,Apache-2.0,2016-02-26 05:52:45.000,2025-04-22 14:57:07.929,2024-02-27 23:05:17,2693.0,858,160.0,746.0,16.0,964.0,5937,2024-02-27 23:00:37.000,0.10.0,22.0,81.0,29,False,,683.0,663.0,snorkel,conda-forge/snorkel,,1271.0,57048.0,https://pypi.org/project/snorkel,2024-02-27 22:57:29.000,20.0,55877.0,https://anaconda.org/conda-forge/snorkel,2025-04-22 14:57:07.929,68475.0,3.0,,,,,,,,,,,,,,,,, +235,asciimatics,peterbrittain/asciimatics,"A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII..",,cli-helpers,https://github.com/peterbrittain/asciimatics,https://github.com/peterbrittain/asciimatics,,Apache-2.0,2015-04-15 20:18:41.000,2025-06-03 21:42:03.000,2025-05-31 15:53:57,1156.0,262,63.0,93.0,22.0,284.0,4259,2023-10-25 15:29:54.000,1.15.0,24.0,45.0,29,True,,1271.0,1154.0,asciimatics,conda-forge/asciimatics,,,53022.0,https://pypi.org/project/asciimatics,2023-10-25 15:19:05.000,117.0,49171.0,https://anaconda.org/conda-forge/asciimatics,2025-04-22 14:56:50.205,246493.0,3.0,,,,,,,,,,,,,,,,, +236,Databases,encode/databases,Async database support for Python.,,db-clients,https://github.com/encode/databases,https://github.com/encode/databases,,BSD-3-Clause,2019-02-01 10:55:25.000,2026-01-01 19:03:38.844,2024-03-01 17:30:12,335.0,263,49.0,211.0,133.0,204.0,4021,2024-03-01 17:39:26.000,0.9.0,43.0,59.0,29,False,,161.0,,databases,conda-forge/databases,,,2064847.0,https://pypi.org/project/databases,2024-03-01 17:39:26.000,161.0,2059348.0,https://anaconda.org/conda-forge/databases,2026-01-01 19:03:38.844,346461.0,3.0,,,,,,,,,,,,,,,,, +237,gino,python-gino/gino,GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core.,,db-clients,https://github.com/python-gino/gino,https://github.com/python-gino/gino,,BSD-3-Clause,2017-07-21 04:27:01.000,2022-02-12 20:37:35.000,2022-02-12 20:29:45,1128.0,150,44.0,475.0,55.0,263.0,2812,2020-06-08 23:55:55.000,1.0.1,50.0,45.0,29,False,,2552.0,2502.0,gino,,,,19737.0,https://pypi.org/project/gino,2022-02-12 20:37:35.000,50.0,19737.0,,,,3.0,,,,,,,,,,,,,,,,, +238,pyscaffold,pyscaffold/pyscaffold,Python project template generator with batteries included.,,others,https://github.com/pyscaffold/pyscaffold,https://github.com/pyscaffold/pyscaffold,,MIT,2014-04-02 07:01:57.000,2026-01-19 17:06:51.000,2024-10-08 09:49:54,2324.0,186,37.0,380.0,37.0,267.0,2248,2024-09-23 15:42:08.000,4.6,182.0,59.0,29,False,,46.0,,pyscaffold,conda-forge/pyscaffold,,,1214798.0,https://pypi.org/project/pyscaffold,2024-09-23 15:42:38.000,46.0,1207658.0,https://anaconda.org/conda-forge/pyscaffold,2025-04-22 14:56:22.133,442712.0,3.0,,,,,,,,,,,,,,,,, +239,python-benedict,fabiocaccamo/python-benedict,"dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist,..",,data-structures,https://github.com/fabiocaccamo/python-benedict,https://github.com/fabiocaccamo/python-benedict,,MIT,2019-05-17 11:13:40.000,2026-02-01 12:44:22.000,2026-01-09 09:03:11,940.0,43,11.0,425.0,12.0,104.0,1605,2025-09-30 22:57:40.000,0.35.0,68.0,11.0,29,True,14.0,2091.0,1983.0,python-benedict,conda-forge/python-benedict,,,857188.0,https://pypi.org/project/python-benedict,2025-09-30 22:57:40.000,108.0,853263.0,https://anaconda.org/conda-forge/python-benedict,2025-04-22 14:57:40.942,247307.0,3.0,,,,,,,,,,,,,,,,, +240,strictyaml,crdoconnor/strictyaml,Type-safe YAML parser and validator.,,data-validation,https://github.com/crdoconnor/strictyaml,https://github.com/crdoconnor/strictyaml,,MIT,2016-06-17 10:56:18.000,2025-08-16 22:49:32.433,2023-05-25 11:08:41,797.0,65,25.0,43.0,100.0,73.0,1595,2023-03-10 12:50:44.009,1.7.3,84.0,20.0,29,False,,5390.0,4995.0,strictyaml,conda-forge/strictyaml,,,18712526.0,https://pypi.org/project/strictyaml,2023-03-10 12:50:44.009,395.0,18706846.0,https://anaconda.org/conda-forge/strictyaml,2025-08-16 22:49:32.433,374943.0,3.0,,,,,,,,,,,,,,,,, +241,sqlitedict,RaRe-Technologies/sqlitedict,"Persistent dict, backed by sqlite3 and pickle, multithread-safe.",,data-structures,https://github.com/piskvorky/sqlitedict,https://github.com/piskvorky/sqlitedict,piskvorky/sqlitedict,Apache-2.0,2011-07-19 14:09:09.000,2025-04-22 14:56:57.223,2022-12-03 13:41:59,312.0,133,28.0,75.0,33.0,72.0,1244,2022-12-03 13:40:54.000,2.1.0,21.0,40.0,29,False,,8604.0,8342.0,sqlitedict,conda-forge/sqlitedict,,,1055758.0,https://pypi.org/project/sqlitedict,2022-12-03 13:40:11.241,262.0,1052785.0,https://anaconda.org/conda-forge/sqlitedict,2025-04-22 14:56:57.223,193301.0,3.0,,,,,,,,,,,,,,,,, +242,ODMantic,art049/odmantic,Sync and Async ODM (Object Document Mapper) for MongoDB based on python type hints.,,db-clients,https://github.com/art049/odmantic,https://github.com/art049/odmantic,,ISC,2020-05-01 13:59:45.000,2026-02-01 04:14:39.000,2026-01-25 11:23:24,601.0,92,17.0,343.0,112.0,91.0,1165,2026-01-24 18:02:42.000,1.1.0,23.0,23.0,29,True,41.0,3610.0,3586.0,odmantic,,,,76630.0,https://pypi.org/project/odmantic,2026-01-24 18:02:02.000,24.0,76630.0,,,,3.0,,,,,,,,,,,,,,,,, +243,path,jaraco/path,Object-oriented file system path manipulation.,,file-path-utils,https://github.com/jaraco/path,https://github.com/jaraco/path,,,2012-04-21 02:59:29.000,2025-08-03 11:18:26.016,2025-07-27 20:35:09,1428.0,147,32.0,94.0,4.0,144.0,1123,2025-07-27 20:40:28.000,17.1.1,35.0,56.0,29,False,,17517.0,17251.0,path,conda-forge/path,,,1270535.0,https://pypi.org/project/path,2025-07-27 20:40:22.000,266.0,1255266.0,https://anaconda.org/conda-forge/path,2025-08-03 11:18:26.016,1053564.0,3.0,,,,,,,,,,,,,,,,, +244,Intake,intake/intake,"Intake is a lightweight package for finding, investigating, loading and disseminating data.",,data-loading,https://github.com/intake/intake,https://github.com/intake/intake,,BSD-2-Clause,2017-08-14 20:44:22.000,2025-11-13 16:05:22.000,2025-11-13 16:05:22,2313.0,151,38.0,477.0,114.0,286.0,1064,2024-09-04 14:27:07.000,2.0.7,38.0,94.0,29,True,4.0,3803.0,3619.0,intake,conda-forge/intake,,,353291.0,https://pypi.org/project/intake,2025-01-14 17:06:26.000,184.0,340987.0,https://anaconda.org/conda-forge/intake,2025-04-22 14:56:57.160,836711.0,3.0,,,,,,,,,,,,,,,,, +245,natsort,SethMMorton/natsort,Simple yet flexible natural sorting in Python.,,utilities,https://github.com/SethMMorton/natsort,https://github.com/SethMMorton/natsort,,MIT,2012-05-03 02:58:47.000,2025-08-01 15:19:06.000,2025-08-01 15:18:58,1059.0,58,14.0,79.0,3.0,97.0,1002,2023-06-20 04:19:05.975,8.4.0,59.0,24.0,29,True,,46925.0,45464.0,natsort,conda-forge/natsort,,,17013604.0,https://pypi.org/project/natsort,2023-06-20 04:19:05.975,1461.0,16974622.0,https://anaconda.org/conda-forge/natsort,2025-04-22 14:56:33.205,2455904.0,3.0,,,,,,,,,,,,,,,,, +246,cached-property,pydanny/cached-property,A decorator for caching properties in classes.,,caching,https://github.com/pydanny/cached-property,https://github.com/pydanny/cached-property,,BSD-3-Clause,2014-05-17 22:42:24.000,2025-04-22 14:56:32.836,2024-10-25 15:43:11,227.0,79,14.0,310.0,40.0,26.0,705,2024-10-25 15:49:17.000,2.0.1,19.0,25.0,29,False,,57104.0,55540.0,cached-property,conda-forge/cached-property,,,17961087.0,https://pypi.org/project/cached-property,2024-10-25 15:43:54.000,1564.0,17780651.0,https://anaconda.org/conda-forge/cached-property,2025-04-22 14:56:32.836,19306721.0,2.0,,,,,,,,,,,,,,,,, +247,python-rapidjson,python-rapidjson/python-rapidjson,Python wrapper around rapidjson.,,serialization,https://github.com/python-rapidjson/python-rapidjson,https://github.com/python-rapidjson/python-rapidjson,,MIT,2015-09-09 04:02:42.000,2026-02-03 21:05:25.588,2025-12-07 06:14:13,816.0,53,9.0,109.0,16.0,106.0,530,2020-11-16 12:53:09.000,0.9.4,71.0,25.0,29,True,3.0,7772.0,7505.0,python-rapidjson,conda-forge/python-rapidjson,,,4983831.0,https://pypi.org/project/python-rapidjson,2025-12-07 06:14:27.000,267.0,4913660.0,https://anaconda.org/conda-forge/python-rapidjson,2026-02-03 21:05:25.588,4490964.0,3.0,,,,,,,,,,,,,,,,, +248,rsa,sybrenstuvel/python-rsa,Python-RSA is a pure-Python RSA implementation.,,cryptography,https://github.com/sybrenstuvel/python-rsa,https://github.com/sybrenstuvel/python-rsa,,Apache-2.0,2016-01-21 12:53:34.000,2025-04-22 14:56:25.103,2025-04-16 09:43:43,604.0,119,11.0,123.0,28.0,107.0,495,2025-04-16 09:51:17.000,4.9.1,37.0,43.0,29,True,,1913.0,,rsa,conda-forge/rsa,,,393554311.0,https://pypi.org/project/rsa,2025-04-16 09:51:17.000,1913.0,393292136.0,https://anaconda.org/conda-forge/rsa,2025-04-22 14:56:25.103,17827910.0,3.0,,,,,,,,,,,,,,,,, +249,srsly,explosion/srsly,"Modern high-performance serialization utilities for Python (JSON, MessagePack, Pickle).",,serialization,https://github.com/explosion/srsly,https://github.com/explosion/srsly,,MIT,2018-12-01 03:21:56.000,2025-11-19 11:29:19.000,2025-11-19 11:29:19,328.0,36,6.0,87.0,10.0,28.0,482,2025-11-17 14:09:41.000,2.5.2,44.0,16.0,29,True,9.0,67716.0,67465.0,srsly,conda-forge/srsly,,927.0,17639344.0,https://pypi.org/project/srsly,2025-11-17 14:09:41.000,251.0,17605390.0,https://anaconda.org/conda-forge/srsly,2025-11-17 23:46:00.404,2308217.0,3.0,,,,,,,,,,,,,,,,, +250,importlib-resources,python/importlib_resources,Backport of the importlib.resources module.,,inspect,https://github.com/python/importlib_resources,https://github.com/python/importlib_resources,,Apache-2.0,2020-05-18 12:28:24.318,2025-05-14 06:53:24.000,2025-05-14 06:53:23,1075.0,50,10.0,75.0,8.0,252.0,71,2025-01-03 18:52:03.000,6.5.2,81.0,48.0,29,False,,4050.0,,importlib-resources,conda-forge/importlib_resources,,,94323277.0,https://pypi.org/project/importlib-resources,2025-01-03 18:51:54.000,4050.0,93693711.0,https://anaconda.org/conda-forge/importlib_resources,2025-04-22 14:56:51.702,43440087.0,2.0,,,,,,,,,,,,,,,,, +251,zipp,jaraco/zipp,Backport of pathlib-compatible object wrapper for zip files.,,file-path-utils,https://github.com/jaraco/zipp,https://github.com/jaraco/zipp,,,2018-11-15 21:24:48.000,2025-11-29 23:49:27.530,2025-10-19 18:48:54,895.0,59,2.0,58.0,8.0,84.0,67,2025-06-08 17:06:44.000,3.23.0,62.0,32.0,29,False,,888325.0,885103.0,zipp,conda-forge/zipp,,,365096600.0,https://pypi.org/project/zipp,2025-06-08 17:06:38.000,3222.0,364025259.0,https://anaconda.org/conda-forge/zipp,2025-11-29 23:49:27.530,69637227.0,3.0,,,,,,,,,,,,,,,,, +252,powerline-shell,b-ryan/powerline-shell,A beautiful and useful prompt for your shell.,,others,https://github.com/b-ryan/powerline-shell,https://github.com/b-ryan/powerline-shell,,MIT,2012-09-09 16:12:53.000,2024-03-19 14:08:57.000,2022-09-22 18:12:11,588.0,744,140.0,300.0,119.0,177.0,6299,2018-09-16 00:34:48.000,0.7.0,26.0,89.0,28,False,,136.0,132.0,powerline-shell,,,,546069.0,https://pypi.org/project/powerline-shell,2018-09-16 00:34:48.000,4.0,546069.0,,,,3.0,,,,,,,,,,,,,,,,, +253,Arctic,man-group/arctic,Arctic is a high performance datastore for numeric data.,,data-containers,https://github.com/man-group/arctic,https://github.com/man-group/arctic,,LGPL-2.1,2015-05-29 13:37:30.000,2026-02-04 04:32:17.328,2024-04-08 16:35:28,1185.0,578,168.0,470.0,97.0,477.0,3089,2024-02-06 09:00:23.000,1.82.2,96.0,85.0,28,False,,307.0,284.0,arctic,conda-forge/arctic,,245.0,3457.0,https://pypi.org/project/arctic,2024-02-06 09:00:23.000,23.0,2474.0,https://anaconda.org/conda-forge/arctic,2026-02-04 04:32:17.328,44209.0,3.0,,,,,,,,,,,,,,,,, +254,sklearn-pandas,scikit-learn-contrib/sklearn-pandas,Pandas integration with sklearn.,,data-containers,https://github.com/scikit-learn-contrib/sklearn-pandas,https://github.com/scikit-learn-contrib/sklearn-pandas,,Zlib,2013-04-22 22:55:20.000,2025-04-22 14:57:40.956,2022-07-17 20:23:59,289.0,417,91.0,113.0,38.0,127.0,2848,2021-05-08 08:32:08.000,2.1.0,27.0,39.0,28,False,,11810.0,11730.0,sklearn-pandas,conda-forge/sklearn-pandas,"['sklearn', 'pandas']",,207100.0,https://pypi.org/project/sklearn-pandas,2021-05-08 08:14:28.000,80.0,205655.0,https://anaconda.org/conda-forge/sklearn-pandas,2025-04-22 14:57:40.956,91093.0,3.0,,,,,,,,,,,,,,,,, +255,swifter,jmcarpenter2/swifter,A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner.,,data-containers,https://github.com/jmcarpenter2/swifter,https://github.com/jmcarpenter2/swifter,,MIT,2018-04-07 21:37:19.000,2025-04-22 14:57:04.018,2024-03-14 17:58:34,495.0,106,28.0,85.0,23.0,128.0,2643,2023-07-31 18:46:53.000,1.4.0,86.0,19.0,28,False,,2082.0,2025.0,swifter,conda-forge/swifter,['pandas'],,11163056.0,https://pypi.org/project/swifter,2023-07-31 18:46:53.000,57.0,11155039.0,https://anaconda.org/conda-forge/swifter,2025-04-22 14:57:04.018,545156.0,3.0,,,,,,,,,,,,,,,,, +256,Phoenix,wxWidgets/Phoenix,"wxPythons Project Phoenix. A new implementation of wxPython, better, stronger, faster than he was before.",,gui-dev,https://github.com/wxWidgets/Phoenix,https://github.com/wxWidgets/Phoenix,,wxWindows,2012-07-17 06:22:25.000,2026-02-03 00:53:27.000,2026-02-03 00:53:27,6024.0,552,98.0,1089.0,617.0,1143.0,2586,2025-10-29 13:31:52.000,wxPython-4.2.4,17.0,157.0,28,False,30.0,9.0,,wx,conda-forge/wxpython,,7027.0,28058.0,https://pypi.org/project/wx,2016-08-17 03:22:15.000,9.0,,https://anaconda.org/conda-forge/wxpython,2025-11-05 21:04:20.824,1791084.0,3.0,,,,,,,,,,,,,,,,, +257,gin-config,google/gin-config,Gin provides a lightweight configuration framework for Python.,,configuration,https://github.com/google/gin-config,https://github.com/google/gin-config,,Apache-2.0,2018-06-27 20:21:12.000,2026-01-14 15:18:33.000,2026-01-14 15:18:13,163.0,118,18.0,122.0,60.0,42.0,2149,2021-11-03 09:30:11.939,0.5.0,12.0,26.0,28,True,1.0,13075.0,13000.0,gin-config,conda-forge/gin-config,,,557685.0,https://pypi.org/project/gin-config,2021-11-03 09:30:11.939,75.0,557207.0,https://anaconda.org/conda-forge/gin-config,2025-04-22 14:57:26.496,33046.0,3.0,,,,,,,,,,,,,,,,, +258,retrying,rholder/retrying,"Retrying is an Apache 2.0 licensed general-purpose retrying library, written in Python, to simplify the task of adding..",,utilities,https://github.com/rholder/retrying,https://github.com/rholder/retrying,,Apache-2.0,2013-01-22 06:13:26.000,2025-08-03 11:12:59.594,2016-06-07 04:02:12,95.0,156,28.0,48.0,49.0,15.0,1926,2025-08-03 03:35:23.000,1.4.2,18.0,15.0,28,False,,1064.0,,retrying,conda-forge/retrying,,,27692181.0,https://pypi.org/project/retrying,2025-08-03 03:35:23.000,1064.0,27553110.0,https://anaconda.org/conda-forge/retrying,2025-08-03 11:12:59.594,2642350.0,3.0,,,,,,,,,,,,,,,,, +259,datatable,h2oai/datatable,A Python package for manipulating 2-dimensional tabular data structures.,,data-containers,https://github.com/h2oai/datatable,https://github.com/h2oai/datatable,,MPL-2.0,2017-03-03 02:32:59.000,2025-04-22 14:57:43.658,2025-03-17 07:12:45,2249.0,163,100.0,1940.0,180.0,1339.0,1882,2023-12-01 22:24:23.000,1.1.0,17.0,41.0,28,True,,54.0,,datatable,conda-forge/datatable,,3394.0,44808.0,https://pypi.org/project/datatable,2023-12-01 21:51:48.000,54.0,43978.0,https://anaconda.org/conda-forge/datatable,2025-04-22 14:57:43.658,49465.0,3.0,,,,,,,,,,,,,,,,, +260,mongo-connector,yougov/mongo-connector,MongoDB data stream pipeline tools by YouGov (adopted from MongoDB).,,db-clients,https://github.com/yougov/mongo-connector,https://github.com/yougov/mongo-connector,,Apache-2.0,2012-08-09 23:39:36.000,2024-03-27 15:59:35.000,2018-12-05 18:23:06,1112.0,474,93.0,185.0,263.0,507.0,1878,2018-12-05 19:18:21.000,3.1.1,51.0,62.0,28,False,,238.0,229.0,mongo-connector,,,,43508.0,https://pypi.org/project/mongo-connector,2018-12-05 19:18:21.000,9.0,43508.0,,,,3.0,,,,,,,,,,,,,,,,, +261,blessings,erikrose/blessings,"A thin, practical wrapper around terminal capabilities in Python.",,cli-helpers,https://github.com/erikrose/blessings,https://github.com/erikrose/blessings,,MIT,2011-11-07 10:09:09.000,2025-08-28 12:20:17.000,2025-08-28 12:20:17,178.0,136,30.0,81.0,35.0,55.0,1471,2018-01-03 17:03:36.000,1.6.1,10.0,17.0,28,True,,11128.0,10671.0,blessings,conda-forge/blessings,,,1055234.0,https://pypi.org/project/blessings,2018-06-21 14:00:07.000,457.0,1048901.0,https://anaconda.org/conda-forge/blessings,2025-08-26 14:55:20.960,430653.0,3.0,,,,,,,,,,,,,,,,, +262,pandasql,yhat/pandasql,sqldf for pandas.,,data-containers,https://github.com/yhat/pandasql,https://github.com/yhat/pandasql,,MIT,2013-02-18 01:53:56.000,2025-04-22 14:57:54.808,2017-02-01 15:40:30,127.0,187,46.0,37.0,61.0,25.0,1349,2016-04-20 21:52:36.000,0.7.3,31.0,15.0,28,False,,4269.0,4193.0,pandasql,conda-forge/pandasql,['pandas'],,2005619.0,https://pypi.org/project/pandasql,2016-04-20 21:52:36.000,76.0,1995691.0,https://anaconda.org/conda-forge/pandasql,2025-04-22 14:57:54.808,555979.0,3.0,,,,,,,,,,,,,,,,, +263,Singer,singer-io/getting-started,"Standard for moving data between databases, web APIs, files, queues, and just about anything else you can think of.",,data-loading,https://github.com/singer-io/getting-started,https://github.com/singer-io/getting-started,,AGPL-3.0,2016-10-31 16:53:56.000,2026-02-02 18:47:44.000,2025-08-08 15:58:41,191.0,146,39.0,54.0,29.0,19.0,1325,2026-02-02 18:46:35.000,5.15.0,123.0,32.0,28,True,,303.0,,singer-python,,,,4384076.0,https://pypi.org/project/singer-python,2026-02-02 18:47:44.000,303.0,4384076.0,,,,3.0,,,,,,,,,,,,,,,,, +264,python-mss,BoboTiG/python-mss,An ultra fast cross-platform multiple screenshots module in pure Python using ctypes.,,others,https://github.com/BoboTiG/python-mss,https://github.com/BoboTiG/python-mss,,MIT,2013-07-01 16:14:08.000,2026-01-28 07:55:12.000,2026-01-28 07:55:11,960.0,109,12.0,310.0,39.0,120.0,1222,2025-08-16 12:12:39.000,10.1.0,43.0,28.0,28,True,40.0,357.0,,mss,conda-forge/python-mss,,,2222764.0,https://pypi.org/project/mss,2025-08-16 12:10:59.000,357.0,2221446.0,https://anaconda.org/conda-forge/python-mss,2025-08-16 15:48:47.406,89666.0,3.0,,,,,,,,,,,,-2.0,,,,, +265,parsedatetime,bear/parsedatetime,Parse human-readable date/time strings.,,date-time-utils,https://github.com/bear/parsedatetime,https://github.com/bear/parsedatetime,,Apache-2.0,2012-09-12 06:44:45.000,2025-10-15 21:11:18.000,2024-08-08 01:37:43,433.0,107,23.0,126.0,66.0,96.0,710,2020-05-31 23:52:03.000,2.6,17.0,56.0,28,False,,14326.0,14158.0,parsedatetime,conda-forge/parsedatetime,,,23690139.0,https://pypi.org/project/parsedatetime,2020-05-31 23:50:56.000,168.0,23683824.0,https://anaconda.org/conda-forge/parsedatetime,2025-04-22 14:56:27.871,429470.0,3.0,,,,,,,,,,,,,,,,, +266,HappyBase,python-happybase/happybase,[UNMAINTAINED] A developer-friendly Python library to interact with Apache HBase.,,db-clients,https://github.com/python-happybase/happybase,https://github.com/python-happybase/happybase,,MIT,2012-05-20 20:06:10.000,2025-09-26 09:31:47.000,2025-09-26 09:28:01,289.0,163,33.0,51.0,34.0,185.0,613,2025-09-26 09:30:46.000,1.3.0,13.0,22.0,28,True,,1063.0,1019.0,happybase,conda-forge/happybase,,,54476.0,https://pypi.org/project/happybase,2025-09-26 09:30:46.000,44.0,52269.0,https://anaconda.org/conda-forge/happybase,2025-04-22 14:56:24.390,256029.0,3.0,,,,,,,,,,,,,,,,, +267,beaker,bbangert/beaker,WSGI middleware for sessions and caching.,,caching,https://github.com/bbangert/beaker,https://github.com/bbangert/beaker,,BSD-3-Clause,2011-10-16 17:48:39.000,2025-12-03 18:25:50.000,2025-12-03 18:25:50,837.0,144,22.0,117.0,75.0,71.0,543,2024-04-11 20:53:40.000,1.13.0,62.0,93.0,28,True,4.0,6244.0,6154.0,beaker,conda-forge/beaker,,,129522.0,https://pypi.org/project/beaker,2024-04-11 20:32:36.000,90.0,126247.0,https://anaconda.org/conda-forge/beaker,2025-04-22 14:56:33.061,124468.0,3.0,,,,,,,,,,,,,,,,, +268,StaticFrame,InvestmentSystems/static-frame,Immutable and statically-typeable DataFrames with runtime type and data validation.,,data-containers,https://github.com/static-frame/static-frame,https://github.com/static-frame/static-frame,static-frame/static-frame,MIT,2018-01-03 15:07:52.000,2026-02-04 23:43:28.000,2026-02-04 21:40:02,8672.0,35,8.0,386.0,45.0,685.0,476,2026-02-04 23:43:28.000,3.7.0,235.0,27.0,28,True,84.0,36.0,30.0,static-frame,conda-forge/static-frame,,,30879.0,https://pypi.org/project/static-frame,2026-02-04 23:43:28.000,6.0,22680.0,https://anaconda.org/conda-forge/static-frame,2026-01-22 21:11:23.329,565737.0,3.0,,,,,,,,,,,,,,,,, +269,umongo,Scille/umongo,"sync/async MongoDB ODM, yes.",,db-clients,https://github.com/Scille/umongo,https://github.com/Scille/umongo,,MIT,2016-03-09 16:34:42.000,2026-02-02 19:15:16.000,2025-12-02 08:29:19,901.0,66,11.0,213.0,50.0,161.0,449,2025-09-01 07:00:47.061,0.3.0,58.0,19.0,28,True,3.0,26033.0,26024.0,umongo,conda-forge/umongo,,,41164.0,https://pypi.org/project/umongo,2025-10-06 22:34:02.000,9.0,40930.0,https://anaconda.org/conda-forge/umongo,2025-04-22 14:58:00.868,12440.0,3.0,,,,,,,,,,,,,,,,, +270,configobj,DiffSK/configobj,Python 3+ compatible port of the configobj library.,,configuration,https://github.com/DiffSK/configobj,https://github.com/DiffSK/configobj,,BSD-3-Clause,2014-01-14 02:30:17.000,2025-06-06 13:16:36.000,2025-06-06 13:16:36,247.0,82,16.0,107.0,71.0,108.0,337,2024-09-21 13:08:07.000,5.0.9,19.0,13.0,28,True,,49884.0,49236.0,configobj,conda-forge/configobj,,2175.0,6667165.0,https://pypi.org/project/configobj,2024-09-21 12:47:46.000,648.0,6637767.0,https://anaconda.org/conda-forge/configobj,2025-04-22 14:56:53.636,1087175.0,3.0,,,,,,,,,,,,,,,,, +271,Eel,ChrisKnott/Eel,A little Python library for making simple Electron-like HTML/JS GUI apps.,,gui-dev,https://github.com/python-eel/Eel,https://github.com/python-eel/Eel,python-eel/Eel,MIT,2017-12-27 21:37:12.000,2025-06-22 18:29:43.000,2025-06-22 18:29:42,340.0,604,140.0,214.0,192.0,359.0,6763,2025-06-22 18:21:36.000,0.18.2,45.0,49.0,27,True,,105.0,,eel,,,,88774.0,https://pypi.org/project/eel,2025-06-22 18:21:36.000,105.0,88774.0,,,,3.0,,,,,,,,,,,,,,,,, +272,textract,deanmalmgren/textract,extract text from any document. no muss. no fuss.,,data-loading,https://github.com/deanmalmgren/textract,https://github.com/deanmalmgren/textract,,MIT,2014-07-03 20:36:59.000,2026-02-04 04:01:18.000,2026-02-04 04:01:18,597.0,629,88.0,293.0,143.0,141.0,4430,2022-03-10 10:49:30.000,1.6.5,18.0,46.0,27,True,9.0,63.0,,textract,conda-forge/textract,,,301650.0,https://pypi.org/project/textract,2022-03-10 10:49:30.000,63.0,300751.0,https://anaconda.org/conda-forge/textract,2025-04-22 14:56:28.090,101592.0,3.0,,,,,,,,,,,,,,,,, +273,img2dataset,rom1504/img2dataset,"Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one..",,data-loading,https://github.com/rom1504/img2dataset,https://github.com/rom1504/img2dataset,,MIT,2021-08-11 20:20:15.000,2025-10-19 21:22:50.000,2025-08-16 09:23:17,321.0,366,33.0,189.0,144.0,157.0,4351,2025-08-09 22:07:21.000,1.47.0,90.0,36.0,27,True,,285.0,279.0,img2dataset,,,2617.0,18276.0,https://pypi.org/project/img2dataset,2025-08-09 22:07:21.000,6.0,18228.0,,,,3.0,,,,,,,,,,,,,,,,, +274,Dynaconf,rochacbruno/dynaconf,dynaconf mirror (mainly for stats)- ORIGINAL REPO ON - https://github.com/dynaconf/dynaconf.,,configuration,https://github.com/rochacbruno/dynaconf-mirror,https://github.com/rochacbruno/dynaconf-mirror,rochacbruno/dynaconf-mirror,MIT,2020-10-29 15:25:33.245,2025-10-13 05:09:44.972,2025-05-07 13:18:20,820.0,307,1.0,,,,4155,2025-10-10 19:54:03.000,3.2.12,94.0,128.0,27,True,,635.0,,dynaconf,conda-forge/dynaconf,,,4493343.0,https://pypi.org/project/dynaconf,2025-10-10 19:54:03.000,635.0,4490722.0,https://anaconda.org/conda-forge/dynaconf,2025-10-13 05:09:44.972,167789.0,3.0,,,,,,,,,,,,,,,,, +275,PandaralΒ·lel,nalepae/pandarallel,A simple and efficient tool to parallelize Pandas operations on all availableCPUs.,,data-containers,https://github.com/nalepae/pandarallel,https://github.com/nalepae/pandarallel,,BSD-3-Clause,2019-03-10 11:58:29.000,2025-04-22 14:57:53.953,2024-02-16 08:07:34,193.0,213,27.0,57.0,99.0,134.0,3808,2023-05-02 20:45:04.130,1.6.5,41.0,26.0,27,False,,107.0,,pandarallel,conda-forge/pandarallel,"['pandas', 'jupyter']",,595484.0,https://pypi.org/project/pandarallel,2023-05-02 20:45:04.130,107.0,593289.0,https://anaconda.org/conda-forge/pandarallel,2025-04-22 14:57:53.953,122930.0,3.0,,,,,,,,,,,,,,,,, +276,borb,jorisschellekens/borb,"borb is a library for reading, creating and manipulating PDF files in python.",,data-loading,https://github.com/borb-pdf/borb,https://github.com/borb-pdf/borb,borb-pdf/borb,,2020-11-07 14:04:37.000,2026-02-02 20:50:31.000,2026-02-02 20:50:20,243.0,158,34.0,16.0,7.0,199.0,3556,2026-01-24 09:45:38.000,3.0.5,76.0,,27,False,67.0,336.0,336.0,ptext-joris-schellekens,conda-forge/borb,,,2195.0,https://pypi.org/project/ptext-joris-schellekens,2021-07-20 11:34:32.000,,,https://anaconda.org/conda-forge/borb,2026-01-26 20:24:38.879,118558.0,3.0,,,,,,,,,,,,4.0,,,,, +277,whylogs,whylabs/whylogs,Open standard for end-to-end data and ML monitoring for any scale in any infrastructure.,,data-pipelines,https://github.com/whylabs/whylogs,https://github.com/whylabs/whylogs,,Apache-2.0,2020-08-14 23:25:32.000,2025-01-10 20:14:49.000,2025-01-10 19:54:37,936.0,134,32.0,1167.0,,433.0,2794,2024-12-03 23:53:13.000,1.6.4,361.0,35.0,27,False,,393.0,385.0,whylogs,,,,192412.0,https://pypi.org/project/whylogs,2024-12-03 23:54:37.000,8.0,192412.0,,,,3.0,,,,,,,,,,,,,,,,, +278,PyFunctional,EntilZha/PyFunctional,Python library for creating data pipelines with chain functional programming.,,data-pipelines,https://github.com/EntilZha/PyFunctional,https://github.com/EntilZha/PyFunctional,,MIT,2015-02-05 17:17:51.000,2025-03-13 23:26:42.000,2025-03-13 23:26:41,552.0,134,44.0,79.0,14.0,129.0,2491,2024-03-13 17:36:36.000,1.5.0,15.0,33.0,27,True,,996.0,969.0,pyfunctional,,,,394606.0,https://pypi.org/project/pyfunctional,2024-03-13 17:36:36.000,27.0,394606.0,,,,3.0,,,,,,,,,,,,,,,,, +279,enaml,nucleic/enaml,Declarative User Interfaces for Python.,,gui-dev,https://github.com/nucleic/enaml,https://github.com/nucleic/enaml,,,2013-03-06 21:29:01.000,2025-12-15 10:34:13.000,2025-12-15 10:34:11,2819.0,132,47.0,339.0,49.0,204.0,1570,2025-10-06 16:10:06.000,0.19.0,32.0,41.0,27,False,4.0,267.0,245.0,enaml,conda-forge/enaml,,4072.0,18448.0,https://pypi.org/project/enaml,2025-10-06 16:08:39.000,22.0,13012.0,https://anaconda.org/conda-forge/enaml,2025-10-27 16:55:18.289,366875.0,3.0,,,,,,,,,,,,,,,,, +280,parallel-ssh,ParallelSSH/parallel-ssh,Asynchronous parallel SSH client library.,,infrastructure,https://github.com/ParallelSSH/parallel-ssh,https://github.com/ParallelSSH/parallel-ssh,,LGPL-2.1,2012-12-24 14:45:36.000,2025-11-06 15:38:00.000,2025-11-06 15:37:57,549.0,154,40.0,143.0,11.0,232.0,1279,2025-10-14 12:23:51.000,2.16.0.post1,104.0,22.0,27,False,,311.0,277.0,parallel-ssh,,,488.0,116685.0,https://pypi.org/project/parallel-ssh,2025-10-14 12:24:14.000,34.0,116682.0,,,,3.0,,,,,,,,,,,,,,,,, +281,bcolz,Blosc/bcolz,A columnar data container that can be compressed.,,data-containers,https://github.com/Blosc/bcolz,https://github.com/Blosc/bcolz,,BSD-3-Clause,2010-08-18 15:27:02.000,2025-04-22 14:56:31.857,2020-09-10 12:12:45,1280.0,149,57.0,177.0,132.0,122.0,959,2018-04-13 07:44:26.000,1.2.1,23.0,33.0,27,False,,2120.0,2077.0,bcolz,conda-forge/bcolz,,,8551.0,https://pypi.org/project/bcolz,2018-04-13 07:44:26.000,43.0,4288.0,https://anaconda.org/conda-forge/bcolz,2025-04-22 14:56:31.857,460421.0,3.0,,,,,,,,,,,,,,,,, +282,dataclasses,ericvsmith/dataclasses,A backport of the dataclasses module for Python 3.6.,,compatibility,https://github.com/ericvsmith/dataclasses,https://github.com/ericvsmith/dataclasses,,Apache-2.0,2017-05-19 20:46:27.000,2025-04-22 14:56:50.362,2022-03-22 00:57:51,290.0,53,11.0,51.0,8.0,117.0,593,,,8.0,12.0,27,False,,75741.0,72276.0,dataclasses,conda-forge/dataclasses,,,9339615.0,https://pypi.org/project/dataclasses,2020-11-13 14:40:29.000,3465.0,9195788.0,https://anaconda.org/conda-forge/dataclasses,2025-04-22 14:56:50.362,13375987.0,3.0,,,,,,,,,,,,,,,,, +283,pylibmc,lericson/pylibmc,A Python wrapper around the libmemcached interface from TangentOrg.,,caching,https://github.com/lericson/pylibmc,https://github.com/lericson/pylibmc,,BSD-3-Clause,2009-07-31 19:51:02.000,2025-08-28 13:29:21.336,2025-04-12 08:57:20,630.0,137,9.0,97.0,26.0,172.0,493,2022-08-30 07:35:04.550,1.6.3,44.0,56.0,27,True,,5847.0,5768.0,pylibmc,conda-forge/pylibmc,,1401.0,287136.0,https://pypi.org/project/pylibmc,2022-08-30 07:35:04.550,79.0,281050.0,https://anaconda.org/conda-forge/pylibmc,2025-08-28 13:29:21.336,387444.0,3.0,,,,,,,,,,,,,,,,, +284,coolname,alexanderlukanin13/coolname,Random Name and Slug Generator.,,text,https://github.com/alexanderlukanin13/coolname,https://github.com/alexanderlukanin13/coolname,,BSD-2-Clause,2015-11-06 18:07:11.000,2026-01-30 03:18:21.932,2026-01-29 16:26:25,194.0,14,4.0,16.0,3.0,9.0,168,2026-01-28 19:15:24.000,3.0.0,10.0,6.0,27,True,34.0,4115.0,3976.0,coolname,conda-forge/coolname,,,2964558.0,https://pypi.org/project/coolname,2026-01-28 19:15:24.000,139.0,2961533.0,https://anaconda.org/conda-forge/coolname,2026-01-30 03:18:21.932,187599.0,3.0,,,,,,,,,,,,3.0,,,,, +285,pathlib2,jazzband/pathlib2,Backport of pathlib aiming to support the full stdlib Python API.,,compatibility,https://github.com/jazzband/pathlib2,https://github.com/jazzband/pathlib2,,MIT,2014-10-18 08:28:33.000,2025-09-23 12:54:59.329,2023-07-06 18:56:38,494.0,30,5.0,47.0,7.0,36.0,85,2022-02-08 12:42:21.000,2.3.7,15.0,16.0,27,False,,65269.0,64516.0,pathlib2,conda-forge/pathlib2,,,4837801.0,https://pypi.org/project/pathlib2,2022-02-10 18:01:07.000,753.0,4784923.0,https://anaconda.org/conda-forge/pathlib2,2025-09-23 12:54:59.329,3331323.0,3.0,,,,,,,,,,,,,,,,, +286,ploomber,ploomber/ploomber,"The fastest way to build data pipelines. Develop iteratively, deploy anywhere.",,data-pipelines,https://github.com/ploomber/ploomber,https://github.com/ploomber/ploomber,,Apache-2.0,2020-01-20 20:13:06.000,2025-05-29 22:02:03.000,2025-05-29 22:02:01,3061.0,241,27.0,301.0,110.0,765.0,3621,2024-09-18 19:11:38.000,0.23.3,117.0,80.0,26,True,,13.0,,ploomber,conda-forge/ploomber,,,9080.0,https://pypi.org/project/ploomber,2024-09-18 19:11:38.000,13.0,5950.0,https://anaconda.org/conda-forge/ploomber,2025-04-22 14:57:55.792,175293.0,3.0,,,,,,,,,,,,,,,,, +287,flexx,flexxui/flexx,Write desktop and web apps in pure Python.,,gui-dev,https://github.com/flexxui/flexx,https://github.com/flexxui/flexx,,BSD-2-Clause,2014-09-03 08:38:00.000,2025-04-22 14:56:24.897,2024-01-06 22:16:26,1939.0,260,133.0,292.0,94.0,367.0,3345,2022-04-12 19:13:11.000,0.8.4,17.0,37.0,26,False,,158.0,151.0,flexx,conda-forge/flexx,,,3857.0,https://pypi.org/project/flexx,2022-04-12 19:13:11.000,7.0,915.0,https://anaconda.org/conda-forge/flexx,2025-04-22 14:56:24.897,191259.0,3.0,,,,,,,,,,,,,,,,, +288,TaskTiger,closeio/tasktiger,Python task queue using Redis.,,data-pipelines,https://github.com/closeio/tasktiger,https://github.com/closeio/tasktiger,,MIT,2015-05-14 00:26:32.000,2026-01-15 08:30:49.000,2026-01-15 08:30:05,367.0,88,44.0,296.0,44.0,43.0,1459,2026-01-15 08:30:49.000,0.24.0,44.0,34.0,26,True,10.0,35.0,33.0,tasktiger,,,,8106.0,https://pypi.org/project/tasktiger,2026-01-15 08:30:49.000,2.0,8106.0,,,,3.0,,,,,,,,,,,,,,,,, +289,pickleDB,patx/pickledb,pickleDB is an in memory key-value store using Pythons orjson module for persistence. It can also use SQLite instead..,,data-containers,https://github.com/patx/pickledb,https://github.com/patx/pickledb,,BSD-3-Clause,2011-10-28 00:04:40.000,2026-01-06 08:04:36.000,2026-01-06 08:04:35,206.0,132,18.0,38.0,18.0,71.0,1063,2025-12-10 21:30:53.000,1.4.1,5.0,17.0,26,True,20.0,3367.0,3365.0,pickledb,,,,26283.0,https://pypi.org/project/pickledb,2026-01-05 04:52:06.000,2.0,26283.0,,,,3.0,,,,,,,,,,,,,,,,, +290,janus,aio-libs/janus,Thread-safe asyncio-aware queue for Python.,,data-structures,https://github.com/aio-libs/janus,https://github.com/aio-libs/janus,,Apache-2.0,2015-06-08 15:45:28.000,2026-01-23 04:07:21.000,2026-01-23 04:07:20,949.0,53,17.0,795.0,11.0,41.0,951,2024-12-13 12:59:06.000,2.0.0,21.0,30.0,26,True,10.0,133.0,,janus,conda-forge/janus,,34.0,1666258.0,https://pypi.org/project/janus,2024-12-13 12:59:06.000,133.0,1665709.0,https://anaconda.org/conda-forge/janus,2025-04-22 14:57:06.889,34627.0,3.0,,,,,,,,,,,,,,,,, +291,ratelimit,tomasbasham/ratelimit,API Rate Limit Decorator.,,utilities,https://github.com/tomasbasham/ratelimit,https://github.com/tomasbasham/ratelimit,,MIT,2015-08-26 10:39:52.000,2025-05-31 11:17:08.000,2025-05-31 11:17:07,38.0,159,11.0,23.0,29.0,19.0,827,2018-12-17 18:55:49.000,2.2.1,11.0,9.0,26,True,,6289.0,5931.0,ratelimit,conda-forge/ratelimit,,,12058292.0,https://pypi.org/project/ratelimit,2018-12-17 18:55:49.000,358.0,12057884.0,https://anaconda.org/conda-forge/ratelimit,2025-04-22 14:57:44.778,24895.0,3.0,,,,,,,,,,,,,,,,, +292,munch,Infinidat/munch,A Munch is a Python dictionary that provides attribute-style access (a la JavaScript objects).,,data-structures,https://github.com/Infinidat/munch,https://github.com/Infinidat/munch,,MIT,2012-03-08 21:20:50.000,2025-04-22 14:56:20.788,2023-07-01 09:55:10,181.0,86,23.0,55.0,14.0,40.0,781,2023-07-01 09:51:02.251,4.0.0,16.0,27.0,26,False,,576.0,,munch,conda-forge/munch,,,3173961.0,https://pypi.org/project/munch,2023-07-01 09:51:02.251,576.0,3041214.0,https://anaconda.org/conda-forge/munch,2025-04-22 14:56:20.788,4380676.0,3.0,,,,,,,,,,,,,,,,, +293,cachier,shaypal5/cachier,"Persistent, stale-free, local and cross-machine caching for Python functions.",,caching,https://github.com/python-cachier/cachier,https://github.com/python-cachier/cachier,python-cachier/cachier,MIT,2016-08-24 13:34:12.000,2026-01-30 14:06:38.000,2026-01-30 14:06:38,420.0,72,8.0,230.0,15.0,79.0,643,2025-07-15 20:43:59.000,4.1.0,68.0,27.0,26,True,12.0,641.0,590.0,cachier,,,117.0,221212.0,https://pypi.org/project/cachier,2025-07-15 20:43:59.000,51.0,221211.0,,,,3.0,,,,,,,,,,,,,,,,, +294,pyscreenshot,ponty/pyscreenshot,"Python screenshot library, replacement for the Pillow ImageGrab module on Linux.",,others,https://github.com/ponty/pyscreenshot,https://github.com/ponty/pyscreenshot,,BSD-2-Clause,2011-02-01 13:02:51.000,2023-11-04 13:29:53.000,2023-03-12 06:38:57,620.0,89,13.0,27.0,4.0,67.0,512,2018-12-21 10:20:02.000,0.5.1,23.0,25.0,26,False,,5916.0,5824.0,pyscreenshot,,,,273865.0,https://pypi.org/project/pyscreenshot,2023-03-12 06:35:43.130,92.0,273865.0,,,,3.0,,,,,,,,,,,,,,,,, +295,hickle,telegraphic/hickle,a HDF5-based python pickle replacement.,,serialization,https://github.com/telegraphic/hickle,https://github.com/telegraphic/hickle,,MIT,2012-05-28 09:04:16.000,2025-04-22 14:57:00.315,2024-03-31 08:03:49,519.0,71,21.0,75.0,6.0,106.0,502,2024-03-31 15:34:24.000,5.0.3,40.0,25.0,26,False,,1079.0,1040.0,hickle,conda-forge/hickle,,,127759.0,https://pypi.org/project/hickle,2024-03-30 09:15:05.000,39.0,126184.0,https://anaconda.org/conda-forge/hickle,2025-04-22 14:57:00.315,37823.0,3.0,,,,,,,,,,,,,,,,, +296,typing_inspect,ilevkivskyi/typing_inspect,Runtime inspection utilities for Python typing module.,,inspect,https://github.com/ilevkivskyi/typing_inspect,https://github.com/ilevkivskyi/typing_inspect,,MIT,2017-04-29 15:49:25.000,2026-01-18 16:05:37.000,2026-01-18 16:05:37,86.0,40,11.0,60.0,24.0,37.0,376,2023-05-24 20:27:04.117,0.9.0,12.0,21.0,26,True,1.0,719.0,,typing_inspect,conda-forge/typing_inspect,,,73484070.0,https://pypi.org/project/typing_inspect,2023-05-24 20:27:04.117,719.0,73431384.0,https://anaconda.org/conda-forge/typing_inspect,2025-04-22 14:57:03.639,2950438.0,3.0,,,,,,,,,,,,,,,,, +297,tabulator-py,frictionlessdata/tabulator-py,Python library for reading and writing tabular data via streams.,,data-loading,https://github.com/frictionlessdata/tabulator-py,https://github.com/frictionlessdata/tabulator-py,,MIT,2015-08-24 05:34:38.000,2025-04-22 14:56:37.611,2021-03-22 13:33:48,657.0,42,18.0,162.0,,178.0,238,2023-12-02 01:27:27.146,0.3.2,142.0,27.0,26,False,,1530.0,1493.0,tabulator,conda-forge/tabulator-py,,,99513.0,https://pypi.org/project/tabulator,2021-03-21 07:47:00.000,37.0,98083.0,https://anaconda.org/conda-forge/tabulator-py,2025-04-22 14:56:37.611,148786.0,3.0,,,,,,,,,,,,,,,,, +298,futures,agronholm/pythonfutures,Backport of the concurrent.futures package to Python 2.6 and 2.7.,,compatibility,https://github.com/agronholm/pythonfutures,https://github.com/agronholm/pythonfutures,,Python-2.0,2015-03-13 23:36:07.000,2025-04-22 14:56:26.652,2022-10-31 21:33:46,128.0,46,9.0,28.0,5.0,68.0,235,2022-10-31 21:42:18.266,3.4.0,25.0,19.0,26,False,,42980.0,42011.0,futures,conda-forge/futures,,,3238325.0,https://pypi.org/project/futures,2022-10-31 21:42:18.266,969.0,3226598.0,https://anaconda.org/conda-forge/futures,2025-04-22 14:56:26.652,1336880.0,3.0,,,,,,,,,,,,,,,,, +299,ptyprocess,pexpect/ptyprocess,Run a subprocess in a pseudo terminal.,,process-utils,https://github.com/pexpect/ptyprocess,https://github.com/pexpect/ptyprocess,,ISC,2014-10-02 16:52:41.000,2025-07-17 11:34:46.000,2025-07-17 11:34:45,154.0,71,16.0,46.0,20.0,20.0,235,2020-12-28 15:17:57.000,0.7.0,10.0,21.0,26,True,,771.0,,ptyprocess,conda-forge/ptyprocess,,,150518203.0,https://pypi.org/project/ptyprocess,2020-12-28 15:15:28.000,771.0,149999009.0,https://anaconda.org/conda-forge/ptyprocess,2025-04-22 14:56:22.021,32190055.0,3.0,,,,,,,,,,,,,,,,, +300,catalogue,explosion/catalogue,Super lightweight function registries for your library.,,others,https://github.com/explosion/catalogue,https://github.com/explosion/catalogue,,MIT,2019-11-01 14:09:09.000,2025-08-27 13:47:23.446,2024-05-31 15:14:21,124.0,21,4.0,63.0,6.0,8.0,181,2023-09-25 06:35:10.000,2.0.10,27.0,12.0,26,False,,63740.0,63599.0,catalogue,conda-forge/catalogue,,,17383721.0,https://pypi.org/project/catalogue,2023-09-25 06:29:23.000,141.0,17353697.0,https://anaconda.org/conda-forge/catalogue,2025-08-27 13:47:23.446,2011626.0,3.0,,,,,,,,,,,,,,,,, +301,contextlib2,jazzband/contextlib2,contextlib2 is a backport of the standard librarys contextlib module to earlier Python versions.,,compatibility,https://github.com/jazzband/contextlib2,https://github.com/jazzband/contextlib2,,psfrag,2016-03-18 13:22:21.000,2025-10-06 17:48:17.000,2025-10-06 17:48:14,188.0,13,6.0,33.0,3.0,26.0,38,2021-06-27 06:54:20.000,21.6.0,14.0,17.0,26,False,,86282.0,85864.0,contextlib2,conda-forge/contextlib2,,,9525680.0,https://pypi.org/project/contextlib2,2021-06-27 06:54:20.000,418.0,9488959.0,https://anaconda.org/conda-forge/contextlib2,2025-04-22 14:56:20.337,2056397.0,3.0,,,,,,,,,,,,,,,,, +302,python-box,cdgriffith/Box,Python dictionaries with advanced dot notation access.,,data-structures,https://github.com/cdgriffith/Box,https://github.com/cdgriffith/Box,,MIT,2017-03-11 04:46:51.000,2025-10-05 07:52:25.137,2025-01-16 19:09:08,55.0,118,31.0,115.0,36.0,148.0,2817,2025-01-16 19:10:27.000,7.3.2,67.0,1.0,25,False,,464.0,,python-box,conda-forge/python-box,,54.0,6041286.0,https://pypi.org/project/python-box,2025-01-16 19:10:27.000,464.0,6025542.0,https://anaconda.org/conda-forge/python-box,2025-10-05 07:52:25.137,1054869.0,3.0,,,,,,,,,,,,,,,,, +303,prisma,RobertCraigie/prisma-client-py,Prisma Client Python is an auto-generated and fully type-safe database client designed for ease of use.,,db-clients,https://github.com/RobertCraigie/prisma-client-py,https://github.com/RobertCraigie/prisma-client-py,,Apache-2.0,2020-12-16 04:29:28.000,2025-04-10 08:07:05.000,2025-03-23 17:43:00,931.0,88,15.0,563.0,236.0,205.0,2108,2024-08-16 02:54:35.000,0.15.0,37.0,31.0,25,True,,24.0,,prisma,,,,613061.0,https://pypi.org/project/prisma,2024-08-16 02:54:02.000,24.0,613061.0,,,,3.0,,,,,,,,,,,,,,,,, +304,bonobo,python-bonobo/bonobo,Extract Transform Load for Python 3.5+.,,data-pipelines,https://github.com/python-bonobo/bonobo,https://github.com/python-bonobo/bonobo,,Apache-2.0,2016-12-09 04:03:23.000,2023-05-12 06:19:51.000,2021-03-10 15:44:00,981.0,143,56.0,248.0,107.0,109.0,1605,2019-05-16 13:19:48.000,0.6.4,38.0,37.0,25,False,,194.0,185.0,bonobo,,,,21757.0,https://pypi.org/project/bonobo,2019-07-20 13:33:19.000,9.0,21757.0,,,,3.0,,,,,,,,,,,,,,,http://docs.bonobo-project.org/en/master/,, +305,Pypeline,cgarciae/pypeln,Concurrent data pipelines in Python .,,data-pipelines,https://github.com/cgarciae/pypeln,https://github.com/cgarciae/pypeln,,MIT,2018-09-01 13:43:31.000,2025-04-22 14:57:31.976,2023-03-22 14:52:27,240.0,96,38.0,42.0,28.0,49.0,1596,2022-01-06 15:32:49.000,0.4.9,36.0,13.0,25,False,,176.0,165.0,pypeln,conda-forge/pypeln,,,749854.0,https://pypi.org/project/pypeln,2022-01-06 15:32:39.000,11.0,749541.0,https://anaconda.org/conda-forge/pypeln,2025-04-22 14:57:31.976,20996.0,3.0,,,,,,,,,,,,,,,,, +306,streamparse,Parsely/streamparse,"Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.",,data-pipelines,https://github.com/pystorm/streamparse,https://github.com/pystorm/streamparse,pystorm/streamparse,Apache-2.0,2014-05-02 20:33:50.000,2025-07-22 14:32:43.000,2024-08-09 15:10:10,1096.0,217,98.0,177.0,59.0,271.0,1506,2024-08-09 15:19:45.000,5.0.1,53.0,45.0,25,False,,78.0,76.0,streamparse,,,,1819.0,https://pypi.org/project/streamparse,2024-08-09 15:17:04.000,2.0,1819.0,,,,3.0,,,,,,,,,,,,,,,,, +307,fabtools,fabtools/fabtools,Tools for writing awesome Fabric files.,,infrastructure,https://github.com/fabtools/fabtools,https://github.com/fabtools/fabtools,,BSD-2-Clause,2011-09-05 01:44:24.000,2019-12-13 07:52:20.000,2019-09-16 09:19:00,939.0,218,42.0,231.0,104.0,64.0,1252,2016-10-12 10:37:57.000,0.20.0,30.0,88.0,25,False,,317.0,315.0,fabtools,,,,1730.0,https://pypi.org/project/fabtools,2016-10-12 10:37:57.000,2.0,1730.0,,,,3.0,,,,,,,,,,,,,,,,, +308,immutables,MagicStack/immutables,A high-performance immutable mapping type for Python.,,data-structures,https://github.com/MagicStack/immutables,https://github.com/MagicStack/immutables,,Apache-2.0,2018-03-30 21:24:52.000,2025-09-12 14:05:35.158,2024-10-10 00:45:06,129.0,58,19.0,74.0,10.0,38.0,1194,2024-10-10 00:53:53.000,0.21,21.0,17.0,25,False,,7863.0,7728.0,immutables,conda-forge/immutables,,,2563891.0,https://pypi.org/project/immutables,2024-10-10 00:53:56.000,135.0,2540921.0,https://anaconda.org/conda-forge/immutables,2025-09-12 14:05:35.158,1584990.0,3.0,,,,,,,,,,,,,,,,, +309,pluginbase,mitsuhiko/pluginbase,A simple but flexible plugin system for Python.,,others,https://github.com/mitsuhiko/pluginbase,https://github.com/mitsuhiko/pluginbase,,BSD-3-Clause,2014-06-30 20:51:42.000,2025-04-22 14:56:45.424,2021-05-16 16:12:48,56.0,142,40.0,10.0,4.0,13.0,1139,2021-05-16 16:25:40.000,1.0.1,9.0,9.0,25,False,,3080.0,3012.0,pluginbase,conda-forge/pluginbase,,,679725.0,https://pypi.org/project/pluginbase,2021-05-16 16:25:40.000,68.0,659885.0,https://anaconda.org/conda-forge/pluginbase,2025-04-22 14:56:45.424,337285.0,3.0,,,,,,,,,,,,,,,,, +310,scandir,benhoyt/scandir,"Better directory iterator and faster os.walk(). Archived, as this has been in the stdlib since Python 3.5.",,file-path-utils,https://github.com/benhoyt/scandir,https://github.com/benhoyt/scandir,,BSD-3-Clause,2013-05-13 08:14:57.000,2025-08-22 08:03:39.390,2025-05-27 09:08:52,458.0,69,18.0,49.0,,97.0,537,2019-03-09 18:00:51.000,1.10.0,16.0,23.0,25,True,,215.0,,scandir,conda-forge/scandir,,,2155361.0,https://pypi.org/project/scandir,2019-03-09 17:58:19.000,215.0,2127723.0,https://anaconda.org/conda-forge/scandir,2025-08-22 08:03:39.390,1768834.0,3.0,,,,,,,,,,,,,,,,, +311,Pandas Summary,polyaxon/datatile,"Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.",,data-containers,https://github.com/polyaxon/traceml,https://github.com/polyaxon/traceml,polyaxon/traceml,Apache-2.0,2016-03-25 21:59:32.000,2026-01-16 10:42:20.000,2026-01-16 10:42:16,9987.0,45,9.0,10.0,6.0,8.0,527,2021-11-25 22:52:42.000,0.2.0,10.0,99.0,25,True,13.0,21.0,,pandas-summary,,['pandas'],,109819.0,https://pypi.org/project/pandas-summary,2021-11-25 22:52:42.000,21.0,109819.0,,,,3.0,,,,,,,,,,,,,,,,, +312,aiomisc,aiokitchen/aiomisc,aiomisc - miscellaneous utils for asyncio.,,async,https://github.com/aiokitchen/aiomisc,https://github.com/aiokitchen/aiomisc,,MIT,2018-04-13 14:33:37.000,2026-01-13 10:35:24.000,2026-01-13 10:03:59,1042.0,27,15.0,219.0,9.0,18.0,418,2026-01-13 10:04:19.000,17.10.3,302.0,21.0,25,True,14.0,499.0,439.0,aiomisc,,,,48389.0,https://pypi.org/project/aiomisc,2026-01-13 10:04:19.000,60.0,48389.0,,,,3.0,,,,,,,,,,,,,,,,, +313,dirty-equals,samuelcolvin/dirty-equals,Doing dirty (but extremely useful) things with equals.,,data-validation,https://github.com/samuelcolvin/dirty-equals,https://github.com/samuelcolvin/dirty-equals,,MIT,2022-01-26 16:10:05.000,2025-11-18 11:10:57.068,2025-11-17 01:44:58,144.0,44,9.0,82.0,16.0,29.0,957,2025-11-17 01:45:33.000,0.11.0,19.0,20.0,24,True,4.0,839.0,737.0,dirty-equals,conda-forge/dirty-equals,,,1967218.0,https://pypi.org/project/dirty-equals,2025-11-17 01:51:22.000,102.0,1964666.0,https://anaconda.org/conda-forge/dirty-equals,2025-11-18 11:10:57.068,119978.0,3.0,,,,,,,,,,,,,,,,, +314,ubelt,Erotemic/ubelt,"A Python utility library with a stdlib like feel and extra batteries. Paths, Progress, Dicts, Downloads, Caching,..",,utilities,https://github.com/Erotemic/ubelt,https://github.com/Erotemic/ubelt,,Apache-2.0,2017-01-30 21:14:57.000,2026-01-27 21:04:35.000,2026-01-27 21:03:22,1618.0,49,15.0,161.0,6.0,16.0,739,2025-08-17 03:51:51.000,1.4.0,77.0,5.0,24,True,25.0,114.0,,ubelt,conda-forge/ubelt,,115.0,61878.0,https://pypi.org/project/ubelt,2025-08-17 03:41:33.000,114.0,55105.0,https://anaconda.org/conda-forge/ubelt,2025-08-21 16:23:00.216,358935.0,3.0,,,,,,,,,,,,,,,,, +315,messytables,okfn/messytables,Tools for parsing messy tabular data. This is now superseded by https://github.com/frictionlessdata/tabulator-py.,,data-loading,https://github.com/okfn/messytables,https://github.com/okfn/messytables,,MIT,2011-07-27 18:08:21.000,2023-05-22 21:34:25.000,2019-11-13 07:35:33,601.0,109,40.0,113.0,41.0,59.0,392,2017-02-09 12:37:47.000,0.15.2,26.0,44.0,24,False,,353.0,340.0,messytables,,,,16133.0,https://pypi.org/project/messytables,2017-02-09 12:37:47.000,13.0,16133.0,,,,3.0,,,,,,,,,,,,,,,,, +316,pyhdb,SAP-archive/PyHDB,SAP HANA Connector in pure Python.,,db-clients,https://github.com/SAP-archive/PyHDB,https://github.com/SAP-archive/PyHDB,,Apache-2.0,2014-12-12 04:02:40.000,2021-05-04 17:33:58.000,2021-05-04 17:33:54,158.0,133,52.0,60.0,,90.0,315,2018-02-16 12:44:36.000,0.3.4,8.0,10.0,24,False,,267.0,256.0,pyhdb,,,124.0,72139.0,https://pypi.org/project/pyhdb,2018-02-16 12:37:13.000,11.0,72138.0,,,,3.0,,,,,,,,,,,,,,,,, +317,filedepot,amol-/depot,Toolkit for storing files and attachments in web applications.,,db-clients,https://github.com/amol-/depot,https://github.com/amol-/depot,,MIT,2014-06-04 10:27:12.000,2024-02-22 21:48:13.000,2024-02-22 21:33:20,306.0,43,6.0,40.0,9.0,40.0,164,2024-02-22 21:48:13.000,0.11.0,26.0,21.0,24,False,,1475.0,1463.0,filedepot,,,,11757.0,https://pypi.org/project/filedepot,2024-02-22 21:48:13.000,12.0,11757.0,,,,3.0,,,,,,,,,,,,,,,,, +318,cloudant,cloudant/python-cloudant,A Python library for Cloudant and CouchDB.,,db-clients,https://github.com/cloudant/python-cloudant,https://github.com/cloudant/python-cloudant,,Apache-2.0,2015-08-28 16:22:49.000,2025-04-22 14:56:27.341,2024-08-30 16:36:34,836.0,55,100.0,266.0,,248.0,163,2021-08-26 11:18:59.000,2.15.0,47.0,33.0,24,False,,34.0,,cloudant,conda-forge/cloudant,,,290013.0,https://pypi.org/project/cloudant,2021-08-26 11:14:04.000,34.0,285748.0,https://anaconda.org/conda-forge/cloudant,2025-04-22 14:56:27.341,243123.0,3.0,,,,,,,,,,,,,,,,, +319,pyexcel-xlsx,pyexcel/pyexcel-xlsx,"A wrapper library to read, manipulate and write data in xlsx and xlsm format using openpyxl.",,data-loading,https://github.com/pyexcel/pyexcel-xlsx,https://github.com/pyexcel/pyexcel-xlsx,,BSD-3-Clause,2014-12-02 00:03:24.000,2025-05-03 11:20:00.000,2025-05-03 11:19:57,280.0,33,6.0,19.0,9.0,34.0,122,2025-03-05 07:35:39.000,0.6.1,31.0,6.0,24,True,,3316.0,3241.0,pyexcel-xlsx,conda-forge/pyexcel-xlsx,,91.0,945727.0,https://pypi.org/project/pyexcel-xlsx,2025-03-05 07:35:39.000,75.0,945037.0,https://anaconda.org/conda-forge/pyexcel-xlsx,2025-04-22 14:56:42.748,44195.0,3.0,,,,,,,,,,,,,,,,, +320,entrypoints,takluyver/entrypoints,Discover and load entry points from installed packages.,,inspect,https://github.com/takluyver/entrypoints,https://github.com/takluyver/entrypoints,,MIT,2015-05-02 18:12:08.000,2025-04-22 14:56:21.731,2024-12-03 13:46:49,76.0,30,5.0,26.0,4.0,22.0,76,2017-06-08 10:55:15.000,0.2.3,7.0,12.0,24,False,,717.0,,entrypoints,conda-forge/entrypoints,,,26786259.0,https://pypi.org/project/entrypoints,2022-02-02 21:30:26.000,717.0,26381434.0,https://anaconda.org/conda-forge/entrypoints,2025-04-22 14:56:21.731,25908823.0,3.0,,,,,,,,,,,,,,,,, +321,openpyxl,,A Python library to read/write Excel 2010 xlsx/xlsm files.,,others,,https://openpyxl.readthedocs.io,,MIT,2015-11-03 00:22:17.154,2025-10-16 11:20:29.914,,,0,,,370.0,1909.0,12,2024-07-23 16:46:09.000,3.1.5,108.0,,24,False,,11108.0,,openpyxl,openpyxl,,,231479266.0,https://pypi.org/project/openpyxl,2024-06-28 14:03:41.000,11050.0,231476702.0,https://anaconda.org/anaconda/openpyxl,2025-10-16 11:20:29.914,314103.0,3.0,,,,,,openpyxl/openpyxl-ci,,https://hub.docker.com/r/openpyxl/openpyxl-ci,2018-09-13 18:04:17.646261,,1448.0,,58.0,,https://openpyxl.readthedocs.io/en/stable/,https://foss.heptapod.net/api/graphql::openpyxl/openpyxl,https://foss.heptapod.net/openpyxl/openpyxl +322,grumpy,google/grumpy,Grumpy is a Python to Go source code transcompiler and runtime.,,python-implementations,https://github.com/google/grumpy,https://github.com/google/grumpy,,Apache-2.0,2016-12-21 17:49:01.000,2022-01-18 09:01:43.000,2017-11-22 02:08:58,331.0,642,377.0,276.0,80.0,80.0,10539,2018-07-24 16:42:00.000,0.3.0,9.0,30.0,23,False,,22.0,21.0,grumpy-tools,,,,35.0,https://pypi.org/project/grumpy-tools,2018-07-24 16:42:00.000,1.0,35.0,,,,2.0,,,,,,,,,,,,,,,,, +323,storm,emre/storm,Manage your SSH like a boss.,,infrastructure,https://github.com/emre/storm,https://github.com/emre/storm,,MIT,2013-05-20 18:30:39.000,2025-12-05 16:08:23.000,2018-08-07 19:46:34,339.0,169,80.0,81.0,22.0,82.0,3924,2018-08-24 22:08:05.000,0.7.0,19.0,30.0,23,False,,4.0,,storm,,,,5004.0,https://pypi.org/project/storm,2025-12-05 16:08:23.000,4.0,5004.0,,,,3.0,,,,,,,,,,,,,,,,, +324,CommonRegex,madisonmay/CommonRegex,A collection of common regular expressions bundled with an easy to use interface.,,utilities,https://github.com/madisonmay/CommonRegex,https://github.com/madisonmay/CommonRegex,,MIT,2013-12-17 08:43:14.000,2023-04-20 18:31:08.000,2019-09-25 12:17:08,113.0,141,35.0,22.0,22.0,11.0,1587,2021-12-15 15:25:21.835,1.5.4,6.0,14.0,23,False,,218.0,210.0,commonregex,,,,152134.0,https://pypi.org/project/commonregex,2021-12-15 15:25:21.835,8.0,152134.0,,,,3.0,,,,,,,,,,,,,,,,, +325,Optimus,hi-primus/optimus,"Agile Data Preparation Workflows madeeasy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark.",,data-pipelines,https://github.com/hi-primus/optimus,https://github.com/hi-primus/optimus,,Apache-2.0,2017-07-13 02:31:18.000,2024-12-02 14:09:25.000,2023-05-19 04:32:00,6411.0,232,35.0,1068.0,29.0,209.0,1540,2020-07-19 03:22:09.765,2.2.32,87.0,25.0,23,False,,,,optimuspyspark,,['spark'],,3444.0,https://pypi.org/project/optimuspyspark,2020-07-19 03:22:09.765,,3444.0,,,,3.0,,,,,,,,,,,,,,,,, +326,pinject,google/pinject,A pythonic dependency injection library.,,utilities,https://github.com/google/pinject,https://github.com/google/pinject,,Apache-2.0,2013-06-20 23:46:50.000,2025-04-22 14:58:01.367,2021-03-23 16:42:22,285.0,87,28.0,24.0,28.0,10.0,1349,2021-12-15 14:38:46.326,0.10.1,14.0,11.0,23,False,,233.0,219.0,pinject,conda-forge/pinject,,,55460.0,https://pypi.org/project/pinject,2021-12-15 14:38:46.326,14.0,55290.0,https://anaconda.org/conda-forge/pinject,2025-04-22 14:58:01.367,9032.0,3.0,,,,,,,,,,,,,,,,, +327,rows,turicas/rows,"A common, beautiful interface to tabular data, no matter the format.",,data-loading,https://github.com/turicas/rows,https://github.com/turicas/rows,,LGPL-3.0,2014-05-07 05:43:11.000,2026-01-06 16:02:25.000,2026-01-06 16:02:17,1085.0,136,57.0,78.0,169.0,156.0,885,2021-12-15 14:50:33.964,0.0.0,10.0,32.0,23,True,11.0,186.0,180.0,rows,,,44.0,694.0,https://pypi.org/project/rows,2021-12-15 14:50:33.964,6.0,694.0,,,,3.0,,,,,,,,,,,,,,,,, +328,PugSQL,mcfunley/pugsql,A HugSQL-inspired database library for Python.,,db-clients,https://github.com/mcfunley/pugsql,https://github.com/mcfunley/pugsql,,Apache-2.0,2019-05-19 16:55:38.000,2025-12-04 18:38:50.000,2025-12-04 18:38:49,357.0,28,7.0,38.0,26.0,28.0,767,2025-12-04 18:39:08.000,0.3.7,33.0,14.0,23,True,7.0,87.0,84.0,pugsql,,,38.0,24950.0,https://pypi.org/project/pugsql,2025-12-04 18:38:43.000,3.0,24947.0,,,,3.0,,,,,,,,,,,,,,,,, +329,pysimdjson,TkTech/pysimdjson,Python bindings for the simdjson project.,,serialization,https://github.com/TkTech/pysimdjson,https://github.com/TkTech/pysimdjson,,,2019-02-22 03:26:04.000,2025-10-20 21:00:40.000,2025-06-28 20:04:45,295.0,61,7.0,39.0,9.0,84.0,756,2025-06-28 20:09:28.000,7.0.2,39.0,15.0,23,False,,1643.0,1585.0,pysimdjson,conda-forge/pysimdjson,,,1623195.0,https://pypi.org/project/pysimdjson,2025-06-28 20:36:06.000,58.0,1619272.0,https://anaconda.org/conda-forge/pysimdjson,2025-08-31 00:14:30.298,251084.0,3.0,,,,,,,,,,,,,,,,, +330,Unipath,mikeorr/Unipath,An object-oriented approach to Python file/directory operations.,,file-path-utils,https://github.com/mikeorr/Unipath,https://github.com/mikeorr/Unipath,,MIT,2013-01-28 04:38:28.000,2022-01-11 09:35:44.000,2015-02-14 18:30:08,49.0,40,16.0,12.0,9.0,11.0,514,2009-03-29 15:28:56.000,0.2.1,3.0,6.0,23,False,,10355.0,10296.0,unipath,,,,83894.0,https://pypi.org/project/unipath,2015-02-11 04:36:12.000,59.0,83894.0,,,,3.0,,,,,,,,,,,,,,,,, +331,rtoml,samuelcolvin/rtoml,A fast TOML library for python implemented in rust.,,serialization,https://github.com/samuelcolvin/rtoml,https://github.com/samuelcolvin/rtoml,,MIT,2020-01-07 22:30:25.000,2025-10-19 04:57:52.000,2025-10-19 04:50:54,103.0,30,5.0,70.0,10.0,17.0,394,2025-10-19 04:57:52.000,0.13.0,17.0,16.0,23,True,,1013.0,848.0,rtoml,,,,363478.0,https://pypi.org/project/rtoml,2025-10-19 04:57:52.000,165.0,363478.0,,,,3.0,,,,,,,,,,,,,,,,, +332,deepdish,uchicago-cs/deepdish,Flexible HDF5 saving/loading and other data science tools from the University of Chicago.,,data-loading,https://github.com/uchicago-cs/deepdish,https://github.com/uchicago-cs/deepdish,,BSD-3-Clause,2014-08-27 18:10:26.000,2025-04-22 14:56:29.245,2024-05-29 03:34:40,382.0,59,18.0,20.0,18.0,24.0,273,2021-09-24 05:09:00.400,0.3.7,17.0,11.0,23,False,,1049.0,985.0,deepdish,conda-forge/deepdish,,,16435.0,https://pypi.org/project/deepdish,2021-09-24 05:09:00.400,64.0,13776.0,https://anaconda.org/conda-forge/deepdish,2025-04-22 14:56:29.245,178181.0,3.0,,,,,,,,,,,,,,,,, +333,pysparkling,svenkreiss/pysparkling,A pure Python implementation of Apache Sparks RDD and DStream interfaces.,,data-pipelines,https://github.com/svenkreiss/pysparkling,https://github.com/svenkreiss/pysparkling,,MIT,2015-05-09 19:23:20.000,2025-04-22 14:57:49.185,2022-11-13 18:39:01,1534.0,48,6.0,141.0,9.0,21.0,270,2022-11-13 18:45:00.900,0.6.2,69.0,10.0,23,False,,250.0,248.0,pysparkling,conda-forge/pysparkling,,,47286.0,https://pypi.org/project/pysparkling,2022-11-13 18:45:00.900,2.0,47186.0,https://anaconda.org/conda-forge/pysparkling,2025-04-22 14:57:49.185,5931.0,3.0,,,,,,,,,,,,,,,,, +334,dbnd,databand-ai/dbnd,DBND is an agile pipeline framework that helps data engineering teams track and orchestrate their data processes.,,data-pipelines,https://github.com/databand-ai/dbnd,https://github.com/databand-ai/dbnd,,Apache-2.0,2020-01-02 10:42:47.000,2025-10-07 08:06:57.000,2025-03-04 08:58:05,3680.0,33,16.0,83.0,26.0,4.0,268,2022-09-07 10:31:33.181,0.90.10,571.0,93.0,23,True,,69.0,42.0,dbnd,,,,122831.0,https://pypi.org/project/dbnd,2025-10-07 08:06:57.000,27.0,122831.0,,,,3.0,,,,,,,,,,,,,,,,, +335,docopt-ng,jazzband/docopt-ng,"Humane command line arguments parser. Now with maintenance, typehints, and complete test coverage.",,cli-helpers,https://github.com/jazzband/docopt-ng,https://github.com/jazzband/docopt-ng,,MIT,2019-03-26 15:35:29.000,2025-08-11 17:36:14.000,2024-07-06 18:01:48,634.0,25,7.0,38.0,17.0,19.0,216,2023-05-30 20:50:42.000,0.9.0,6.0,53.0,23,False,,775.0,675.0,docopt-ng,,,,361211.0,https://pypi.org/project/docopt-ng,2023-05-30 20:46:45.000,100.0,361211.0,,,,3.0,,,,,,,,,,,,,,,,, +336,flupy,olirice/flupy,Fluent data pipelines for python and your shell.,,data-pipelines,https://github.com/olirice/flupy,https://github.com/olirice/flupy,,MIT,2018-01-06 16:46:04.000,2025-12-31 14:01:48.000,2025-07-18 10:44:50,234.0,15,7.0,27.0,4.0,17.0,196,2025-07-15 14:08:21.000,1.2.3,41.0,8.0,23,True,,673.0,669.0,flupy,,,,1147666.0,https://pypi.org/project/flupy,2025-07-15 14:08:21.000,4.0,1147666.0,,,,3.0,,,,,,,,,,,,,,,,, +337,Click Extra,kdeldycke/click-extra,Drop-in replacement for Click to make user-friendly and colorful CLI.,,cli-helpers,https://github.com/kdeldycke/click-extra,https://github.com/kdeldycke/click-extra,,GPL-2.0,2021-10-18 08:02:27.000,2026-02-03 10:43:47.000,2026-02-03 09:58:04,3016.0,8,1.0,1382.0,24.0,88.0,108,2026-02-03 11:46:25.000,7.5.0,108.0,12.0,23,True,195.0,144.0,107.0,click-extra,,,521.0,54662.0,https://pypi.org/project/click-extra,2026-02-03 10:21:52.000,37.0,54652.0,,,,3.0,,,,,,,,,,,,,,,,, +338,clint,kennethreitz-archive/clint,Python Command-line Application Tools.,,cli-helpers,https://github.com/kennethreitz/clint,https://github.com/kennethreitz/clint,kennethreitz/clint,ISC,2010-10-12 02:40:00.000,2025-04-22 14:56:23.827,2017-09-02 04:38:47,372.0,19,2.0,113.0,33.0,40.0,97,2015-08-25 16:13:43.000,0.5.1,18.0,64.0,23,False,,5788.0,5401.0,clint,conda-forge/clint,,132.0,198611.0,https://pypi.org/project/clint,2015-08-25 16:11:19.000,387.0,197800.0,https://anaconda.org/conda-forge/clint,2025-04-22 14:56:23.827,94900.0,3.0,,,,,,,,,,,,,,,,, +339,pampy,santinic/pampy,Pampy: The Pattern Matching for Python you always dreamed of.,,utilities,https://github.com/santinic/pampy,https://github.com/santinic/pampy,,MIT,2018-11-08 12:51:17.000,2025-01-16 12:13:52.000,2025-01-16 12:13:52,134.0,125,58.0,19.0,23.0,15.0,3532,2019-11-07 15:54:35.000,0.3.0,11.0,10.0,22,False,,525.0,488.0,pampy,,,,46192.0,https://pypi.org/project/pampy,2019-11-07 15:54:35.000,37.0,46192.0,,,,3.0,,,,,,,,,,,,,,,,, +340,macropy,lihaoyi/macropy,"Macros in Python: quasiquotes, case classes, LINQ and more!.",,others,https://github.com/lihaoyi/macropy,https://github.com/lihaoyi/macropy,,MIT,2013-04-15 14:47:29.000,2023-06-10 14:24:20.000,2020-03-03 22:30:21,885.0,160,93.0,30.0,19.0,57.0,3300,,,4.0,18.0,22,False,,631.0,601.0,macropy3,,,,295.0,https://pypi.org/project/macropy3,2018-05-11 23:17:05.000,30.0,295.0,,,,3.0,,,,,,,,,,,,,,,,, +341,dpark,douban/dpark,"Python clone of Spark, a MapReduce alike framework in Python.",,data-pipelines,https://github.com/douban/dpark,https://github.com/douban/dpark,,BSD-3-Clause,2012-04-11 08:35:06.000,2020-12-25 10:36:06.000,2020-12-25 10:36:05,1467.0,530,263.0,30.0,1.0,60.0,2680,2018-07-27 04:11:36.000,0.5.0,19.0,36.0,22,False,,8.0,8.0,dpark,,['spark'],,113.0,https://pypi.org/project/dpark,2018-07-27 04:11:36.000,,113.0,,,,3.0,,,,,,,,,,,,,,,,, +342,pyston,pyston/pyston,(No longer maintained) A faster and highly-compatible implementation of the Python programming language.,,python-implementations,https://github.com/pyston/pyston,https://github.com/pyston/pyston,,Apache-2.0,2021-03-01 22:38:24.000,2024-08-12 16:30:59.000,2024-08-12 16:30:56,107480.0,96,35.0,215.0,50.0,58.0,2509,2022-09-26 19:13:22.000,pyston_2.3.5,7.0,1034.0,22,False,,,,,,,35923.0,630.0,,,,,,,,3.0,,,,,,,,,,,,,,,,, +343,bashplotlib,glamp/bashplotlib,plotting in the terminal.,,cli-helpers,https://github.com/glamp/bashplotlib,https://github.com/glamp/bashplotlib,,MIT,2012-12-13 04:01:10.000,2024-06-23 22:00:04.000,2021-03-31 19:40:59,210.0,87,42.0,35.0,19.0,11.0,1914,2016-02-06 21:56:46.000,0.6.5,27.0,20.0,22,False,,203.0,191.0,bashplotlib,,,,2233.0,https://pypi.org/project/bashplotlib,2016-02-06 21:56:46.000,12.0,2233.0,,,,3.0,,,,,,,,,,,,,,,,, +344,excalibur,camelot-dev/excalibur,A web interface to extract tabular data from PDFs.,,data-loading,https://github.com/camelot-dev/excalibur,https://github.com/camelot-dev/excalibur,,MIT,2018-10-20 11:34:49.000,2025-01-03 15:51:25.000,2025-01-03 15:50:32,257.0,240,38.0,65.0,119.0,41.0,1787,2025-01-03 15:51:55.000,1.0.1,12.0,13.0,22,False,,93.0,93.0,excalibur-py,,,13896.0,1022.0,https://pypi.org/project/excalibur-py,2025-01-03 15:51:25.000,,865.0,,,,3.0,,,,,,,,,,,,,,,,, +345,unsync,alex-sherman/unsync,Unsynchronize asyncio.,,async,https://github.com/alex-sherman/unsync,https://github.com/alex-sherman/unsync,,MIT,2018-02-06 02:16:16.000,2025-04-22 14:57:27.673,2024-03-16 01:55:55,63.0,54,19.0,20.0,3.0,29.0,901,2021-10-21 00:46:56.000,1.4.0,9.0,11.0,22,False,,302.0,269.0,unsync,conda-forge/unsync,,,64904.0,https://pypi.org/project/unsync,2021-10-21 00:46:56.000,33.0,64478.0,https://anaconda.org/conda-forge/unsync,2025-04-22 14:57:27.673,28977.0,3.0,,,,,,,,,,,,,,,,, +346,price-parser,scrapinghub/price-parser,Extract price amount and currency symbol from a raw text string.,,text,https://github.com/scrapinghub/price-parser,https://github.com/scrapinghub/price-parser,,BSD-3-Clause,2019-04-11 18:27:30.000,2025-10-06 09:52:39.000,2025-10-06 09:51:56,121.0,52,14.0,41.0,26.0,16.0,347,2025-10-06 09:52:39.000,0.5.0,14.0,17.0,22,True,,568.0,529.0,price-parser,,,,333467.0,https://pypi.org/project/price-parser,2025-10-06 09:52:39.000,39.0,333467.0,,,,3.0,,,,,,,,,,,,,,,,, +347,datatest,shawnbrown/datatest,Tools for test driven data-wrangling and data validation.,,data-loading,https://github.com/shawnbrown/datatest,https://github.com/shawnbrown/datatest,,Apache-2.0,2016-05-12 13:16:27.000,2021-12-05 17:44:33.000,2021-12-05 17:44:33,2173.0,15,11.0,5.0,15.0,43.0,295,2021-01-04 03:43:58.000,0.11.1,17.0,7.0,22,False,,212.0,203.0,datatest,,,,20304.0,https://pypi.org/project/datatest,2021-01-04 03:39:40.000,9.0,20304.0,,,,3.0,,,,,,,,,,,,,,,,, +348,aioprometheus,claws/aioprometheus,A Prometheus Python client library for asyncio-based applications.,,db-clients,https://github.com/claws/aioprometheus,https://github.com/claws/aioprometheus,,MIT,2016-06-18 12:53:23.000,2024-08-21 08:17:58.000,2023-12-27 23:53:32,125.0,22,5.0,66.0,14.0,24.0,187,2023-12-27 23:54:29.000,23.12.0,27.0,12.0,22,False,,560.0,544.0,aioprometheus,,,,105460.0,https://pypi.org/project/aioprometheus,2023-12-27 23:54:29.000,16.0,105460.0,,,,3.0,,,,,,,,,,,,,,,,, +349,everett,willkg/everett,configuration library for python projects.,,configuration,https://github.com/willkg/everett,https://github.com/willkg/everett,,MPL-2.0,2016-08-01 19:20:54.000,2025-10-15 12:34:36.000,2025-10-15 12:33:05,415.0,14,5.0,176.0,4.0,92.0,149,2025-10-15 12:34:11.000,3.5.0,22.0,9.0,22,True,,22.0,,everett,conda-forge/everett,,,549496.0,https://pypi.org/project/everett,2025-10-15 12:34:11.000,22.0,547917.0,https://anaconda.org/conda-forge/everett,2025-04-22 14:57:11.114,101074.0,3.0,,,,,,,,,,,,,,,,, +350,stopit,glenfant/stopit,"Raise asynchronous exceptions in other thread, control the timeout of blocks or callables with a context manager or a..",,async,https://github.com/glenfant/stopit,https://github.com/glenfant/stopit,,MIT,2014-02-09 15:40:01.000,2025-04-22 14:56:45.031,2024-01-09 14:39:36,34.0,24,4.0,16.0,10.0,15.0,123,2018-02-09 00:32:14.000,1.1.2,4.0,7.0,22,False,,3283.0,3185.0,stopit,conda-forge/stopit,,,545526.0,https://pypi.org/project/stopit,2018-02-09 00:32:14.000,98.0,321587.0,https://anaconda.org/conda-forge/stopit,2025-04-22 14:56:45.031,3135159.0,3.0,,,,,,,,,,,,,,,,, +351,py2neo,py2neo-org/py2neo,EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for Python.,,db-clients,https://github.com/neo4j-contrib/py2neo,https://github.com/neo4j-contrib/py2neo,neo4j-contrib/py2neo,Apache-2.0,2011-07-03 10:01:07.000,2025-04-22 14:56:37.891,2023-11-30 10:55:18,2944.0,11,1.0,182.0,25.0,760.0,31,2023-10-20 15:18:09.000,2021.2.4,115.0,37.0,22,False,,147.0,,py2neo,conda-forge/py2neo,,,70686.0,https://pypi.org/project/py2neo,2023-10-20 15:18:09.000,147.0,69313.0,https://anaconda.org/conda-forge/py2neo,2025-04-22 14:56:37.891,142876.0,3.0,,,,,,,,,,,,,,,,, +352,pdpipe,pdpipe/pdpipe,Easy pipelines for pandas DataFrames.,,data-pipelines,https://github.com/pdpipe/pdpipe,https://github.com/pdpipe/pdpipe,,MIT,2017-01-24 20:37:22.000,2026-01-05 19:44:42.000,2025-11-02 08:16:32,463.0,46,12.0,71.0,16.0,38.0,723,2025-07-01 13:06:20.000,1.0.1,88.0,13.0,21,True,,81.0,67.0,pdpipe,conda-forge/pdpipe,['pandas'],11.0,2329.0,https://pypi.org/project/pdpipe,2025-07-01 13:09:01.000,14.0,1442.0,https://anaconda.org/conda-forge/pdpipe,2025-07-02 09:38:00.174,55894.0,3.0,,,,,,,,,,,,,,,,, +353,pypyr,pypyr/pypyr,"pypyr task-runner cli & api for automation pipelines. Automate anything by combining commands, different scripts in..",,infrastructure,https://github.com/pypyr/pypyr,https://github.com/pypyr/pypyr,,Apache-2.0,2017-03-24 11:26:15.000,2025-04-22 14:58:08.234,2023-09-22 03:08:36,714.0,29,14.0,183.0,16.0,122.0,640,2023-09-22 03:14:38.000,5.9.1,85.0,8.0,21,False,,148.0,137.0,pypyr,conda-forge/pypyr,,,19133.0,https://pypi.org/project/pypyr,2023-09-22 03:14:38.000,11.0,18418.0,https://anaconda.org/conda-forge/pypyr,2025-04-22 14:58:08.234,35052.0,3.0,,,,,,,,,,,,,,,,, +354,Upgini,upgini/upgini,Data search & enrichment library for Machine Learning Easily find and add relevant features to your ML & AI pipeline..,,data-loading,https://github.com/upgini/upgini,https://github.com/upgini/upgini,,BSD-3-Clause,2021-12-08 21:53:58.000,2025-12-26 11:44:56.000,2025-11-20 12:45:33,963.0,26,7.0,343.0,4.0,,350,2025-11-20 12:46:51.000,1.2.152,1206.0,14.0,21,True,6.0,11.0,11.0,upgini,,,,11418.0,https://pypi.org/project/upgini,2025-12-26 11:44:56.000,,11418.0,,,,3.0,,,,,,,,,,,,,,,,, +355,Queries,gmr/queries,PostgreSQL database access simplified.,,db-clients,https://github.com/gmr/queries,https://github.com/gmr/queries,,BSD-3-Clause,2012-08-24 16:12:55.000,2021-11-16 15:05:15.000,2021-11-16 15:02:24,337.0,34,8.0,25.0,6.0,14.0,259,2021-11-16 15:05:08.000,2.1.1,30.0,12.0,21,False,,152.0,149.0,queries,,,,201166.0,https://pypi.org/project/queries,2021-11-16 15:05:08.000,3.0,201166.0,,,,3.0,,,,,,,,,,,,,,,,, +356,BatchFlow,analysiscenter/batchflow,BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and..,,data-pipelines,https://github.com/analysiscenter/batchflow,https://github.com/analysiscenter/batchflow,,Apache-2.0,2017-03-13 14:22:53.000,2025-10-23 11:36:32.000,2025-10-21 15:29:07,5611.0,45,12.0,683.0,30.0,90.0,204,2025-10-21 15:30:22.000,0.9.4,30.0,39.0,21,True,,15.0,15.0,batchflow,,,,563.0,https://pypi.org/project/batchflow,2025-10-21 15:30:22.000,,563.0,,,,3.0,,,,,,,,,,,,,,,,, +357,PyPattyrn,tylerlaberge/PyPattyrn,A simple library for implementing common design patterns.,,algorithms,https://github.com/tylerlaberge/PyPattyrn,https://github.com/tylerlaberge/PyPattyrn,,MIT,2016-07-17 22:09:31.000,2024-05-26 00:24:11.000,2024-05-26 00:24:11,104.0,156,63.0,4.0,,41.0,2341,2016-09-11 02:13:18.000,1.2,3.0,4.0,20,False,,70.0,56.0,pypattyrn,,,,559.0,https://pypi.org/project/pypattyrn,2016-09-11 02:18:42.000,14.0,559.0,,,,3.0,,,,,,,,,,,,,,,,, +358,psycopg3,psycopg/psycopg,New generation PostgreSQL database adapter for the Python programming language.,,db-clients,https://github.com/psycopg/psycopg,https://github.com/psycopg/psycopg,,LGPL-3.0,2020-03-15 04:15:53.000,2026-02-01 13:39:33.000,2026-02-01 13:39:26,3720.0,209,27.0,418.0,43.0,620.0,2283,,,,90.0,20,True,70.0,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,, +359,spark-deep-learning,databricks/spark-deep-learning,Deep Learning Pipelines for Apache Spark.,,data-pipelines,https://github.com/databricks/spark-deep-learning,https://github.com/databricks/spark-deep-learning,,Apache-2.0,2017-05-31 17:30:28.000,2023-03-30 20:19:05.000,2022-03-21 17:12:16,138.0,496,153.0,142.0,87.0,27.0,1996,2020-01-08 19:50:31.000,1.6.0,9.0,17.0,20,False,,57.0,57.0,,,['spark'],,,,,,,,,,3.0,,,,,,,,,,,,,,,,, +360,db.py,yhat/db.py,db.py is an easier way to interact with your databases.,,db-clients,https://github.com/yhat/db.py,https://github.com/yhat/db.py,,BSD-2-Clause,2014-10-26 15:36:57.000,2021-08-02 12:32:38.000,2017-03-31 14:41:30,233.0,111,46.0,49.0,33.0,22.0,1215,2017-03-31 14:41:57.000,0.5.3,35.0,24.0,20,False,,2.0,,db.py,,,,4293.0,https://pypi.org/project/db.py,2017-03-31 14:41:57.000,2.0,4293.0,,,,3.0,,,,,,,,,,,,,,,,, +361,mrq,pricingassistant/mrq,Mr. Queue - A distributed worker task queue in Python using Redis & gevent.,,data-pipelines,https://github.com/pricingassistant/mrq,https://github.com/pricingassistant/mrq,,MIT,2014-02-13 09:32:40.000,2023-06-13 19:16:57.000,2020-12-13 18:58:15,709.0,114,57.0,77.0,64.0,120.0,897,2018-08-31 16:03:04.000,0.9.10,70.0,40.0,20,False,,36.0,36.0,mrq,,,,304.0,https://pypi.org/project/mrq,2018-08-31 16:03:04.000,,304.0,,,,3.0,,,,,,,,,,,,,,,,, +362,kale,kubeflow-kale/kale,Kubeflows superfood for Data Scientists.,,data-pipelines,https://github.com/kubeflow/kale,https://github.com/kubeflow/kale,kubeflow/kale,Apache-2.0,2019-01-24 17:58:44.000,2026-02-04 20:45:10.000,2026-02-04 19:57:19,686.0,138,16.0,362.0,42.0,191.0,661,2021-05-19 12:56:53.000,0.7.0,15.0,21.0,20,True,27.0,,,kubeflow-kale,,['jupyter'],,1021.0,https://pypi.org/project/kubeflow-kale,2021-05-19 12:56:53.000,,1021.0,,,,3.0,,,,,,,,,,,,,,,,, +363,awesome-slugify,voronind/awesome-slugify,Python flexible slugify function.,,text,https://github.com/voronind/awesome-slugify,https://github.com/voronind/awesome-slugify,,GPL-3.0,2013-10-19 02:58:27.000,2025-04-22 14:56:21.449,2017-01-20 20:45:25,96.0,45,9.0,20.0,18.0,11.0,491,2015-06-05 06:31:13.000,1.6.5,26.0,11.0,20,False,,3623.0,3500.0,awesome-slugify,conda-forge/awesome-slugify,,,47397.0,https://pypi.org/project/awesome-slugify,2015-06-05 06:31:13.000,123.0,46154.0,https://anaconda.org/conda-forge/awesome-slugify,2025-04-22 14:56:21.449,146755.0,3.0,,,,,,,,,,,,,,,,, +364,valideer,podio/valideer,Lightweight data validation and adaptation Python library.,,data-validation,https://github.com/podio/valideer,https://github.com/podio/valideer,,MIT,2012-07-25 12:33:39.000,2025-04-22 14:56:21.736,2023-01-05 10:28:14,91.0,27,49.0,14.0,9.0,11.0,263,2015-12-20 08:56:50.000,0.4.2,8.0,9.0,20,False,,83.0,80.0,valideer,conda-forge/valideer,,,10192.0,https://pypi.org/project/valideer,2015-12-20 08:56:50.000,3.0,9711.0,https://anaconda.org/conda-forge/valideer,2025-04-22 14:56:21.736,56783.0,3.0,,,,,,,,,,,,,,,,, +365,fletcher,xhochy/fletcher,Pandas ExtensionDType/Array backed by Apache Arrow.,,data-containers,https://github.com/xhochy/fletcher,https://github.com/xhochy/fletcher,,MIT,2018-03-04 16:44:22.000,2025-04-22 14:56:52.754,2023-02-22 15:16:59,522.0,33,15.0,147.0,,74.0,232,2021-01-17 20:11:01.000,0.7.2,16.0,24.0,20,False,,13.0,11.0,fletcher,conda-forge/fletcher,['pandas'],28.0,1162.0,https://pypi.org/project/fletcher,2021-01-17 20:11:01.000,2.0,156.0,https://anaconda.org/conda-forge/fletcher,2025-04-22 14:56:52.754,91552.0,3.0,,,,,,,,,,,,,,,,, +366,gsheets-db-api,betodealmeida/gsheets-db-api,A Python DB-API and SQLAlchemy dialect to Google Spreasheets.,,db-clients,https://github.com/betodealmeida/gsheets-db-api,https://github.com/betodealmeida/gsheets-db-api,,MIT,2018-09-10 22:07:02.000,2022-12-08 11:32:58.000,2021-02-17 20:59:41,132.0,16,5.0,9.0,16.0,5.0,225,2021-02-17 21:00:28.000,0.1.13,15.0,3.0,20,False,,968.0,967.0,gsheetsdb,,,,9032.0,https://pypi.org/project/gsheetsdb,2022-01-05 03:28:15.000,1.0,9032.0,,,,3.0,,,,,,,,,,,,,,,,, +367,PyMODM,mongodb/pymodm,"A Pythonic, object-oriented interface for working with MongoDB.",,db-clients,https://github.com/mongodb/pymodm,https://github.com/mongodb/pymodm,,Apache-2.0,2016-03-30 16:24:59.000,2025-04-22 14:57:21.446,2020-10-16 22:20:10,123.0,64,43.0,69.0,2.0,,351,2020-04-30 18:54:55.036,0.4.3,8.0,17.0,19,False,,10.0,,pymodm,conda-forge/pymodm,,,17231.0,https://pypi.org/project/pymodm,2020-04-30 18:54:55.036,10.0,17126.0,https://anaconda.org/conda-forge/pymodm,2025-04-22 14:57:21.446,7621.0,3.0,,,,,,,,,,,,,,,,, +368,daffy,vertti/daffy,"Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.",,data-containers,https://github.com/vertti/daffy,https://github.com/vertti/daffy,,MIT,2021-01-31 09:27:29.000,2026-02-05 01:27:14.000,2026-02-04 19:35:47,648.0,5,10.0,154.0,2.0,2.0,53,2026-01-27 09:56:23.000,2.6.0,52.0,9.0,19,False,424.0,6.0,6.0,daffy,,['pandas'],154.0,2339.0,https://pypi.org/project/daffy,2026-01-27 09:56:18.000,,2301.0,,,,3.0,,,,,,,,,,,,,,,,, +369,riko,nerevu/riko,A Python stream processing engine modeled after Yahoo! Pipes.,,data-pipelines,https://github.com/nerevu/riko,https://github.com/nerevu/riko,,MIT,2016-06-02 12:22:51.000,2021-12-28 23:04:04.000,2021-12-28 23:01:31,1269.0,76,47.0,23.0,22.0,8.0,1602,2021-12-28 23:04:04.000,0.67.0,59.0,18.0,18,False,,,,riko,,,,559.0,https://pypi.org/project/riko,2021-12-28 23:04:04.000,,559.0,,,,3.0,,,,,,,,,,,,,,,,, +370,colout,nojhan/colout,Color text streams with a polished command line interface.,,cli-helpers,https://github.com/nojhan/colout,https://github.com/nojhan/colout,,GPL-3.0,2012-03-31 10:39:00.000,2024-10-14 12:43:37.000,2024-10-14 12:41:16,268.0,57,34.0,46.0,14.0,59.0,1161,2022-05-12 11:29:27.000,1.0,6.0,30.0,18,False,,9.0,9.0,colout,,,,781.0,https://pypi.org/project/colout,2020-06-21 20:05:59.000,,781.0,,,,3.0,,,,,,,,,,,,,,,,, +371,Databolt Flow,d6t/d6tflow,Python library for building highly effective data science workflows.,,data-pipelines,https://github.com/d6t/d6tflow,https://github.com/d6t/d6tflow,,MIT,2019-02-03 01:51:22.000,2024-02-20 02:03:46.000,2023-07-20 18:28:08,272.0,77,22.0,19.0,11.0,12.0,951,2024-02-20 02:03:46.000,0.2.8,25.0,13.0,18,False,,32.0,32.0,d6tflow,,,,238.0,https://pypi.org/project/d6tflow,2024-02-20 02:03:46.000,,238.0,,,,3.0,,,,,,,,,,,,,,,,, +372,Mara Pipelines,mara/mara-pipelines,"A lightweight opinionated ETL framework, halfway between plain scripts and Apache Airflow.",,data-pipelines,https://github.com/mara/mara-pipelines,https://github.com/mara/mara-pipelines,,MIT,2018-03-31 20:37:22.000,2023-12-15 16:14:47.000,2023-12-07 14:42:14,172.0,102,53.0,74.0,26.0,16.0,2087,2023-12-06 18:22:59.000,3.5.0,11.0,17.0,17,False,,1.0,,mara-pipelines,,,,225.0,https://pypi.org/project/mara-pipelines,2023-12-06 18:12:20.000,1.0,225.0,,,,3.0,,,,,,,,,,,,,,,,, +373,wssh,aluzzardi/wssh,SSH to WebSockets Bridge.,,infrastructure,https://github.com/aluzzardi/wssh,https://github.com/aluzzardi/wssh,,MIT,2012-07-24 05:26:41.000,2019-02-12 13:08:18.000,2016-10-11 00:37:04,34.0,275,84.0,15.0,26.0,5.0,1370,2012-07-24 09:27:02.000,0.1.0,1.0,9.0,17,False,,13.0,13.0,wssh,,,,135.0,https://pypi.org/project/wssh,2012-07-24 09:27:02.000,,135.0,,,,3.0,,,,,,,,,,,,,,,,, +374,stackless,stackless-dev/stackless,The Stackless Python programming language.,,python-implementations,https://github.com/stackless-dev/stackless,https://github.com/stackless-dev/stackless,,,2017-09-05 14:36:10.000,2025-02-13 14:11:16.000,2025-02-13 14:11:16,106030.0,64,35.0,40.0,12.0,256.0,1051,,,,997.0,17,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,, +375,Bounter,RaRe-Technologies/bounter,Efficient Counter that uses a limited (bounded) amount of memory regardless of data size.,,data-containers,https://github.com/piskvorky/bounter,https://github.com/piskvorky/bounter,piskvorky/bounter,MIT,2017-07-18 07:24:15.000,2022-11-20 08:18:00.871,2022-11-20 08:15:57,169.0,46,20.0,28.0,18.0,10.0,934,2022-11-20 08:19:03.000,1.2.0,8.0,9.0,17,False,,42.0,38.0,bounter,,,,752.0,https://pypi.org/project/bounter,2022-11-20 08:18:00.871,4.0,752.0,,,,3.0,,,,,,,,,,,,,,,,, +376,validr,guyskk/validr,"A simple, fast, extensible python library for data validation.",,data-validation,https://github.com/guyskk/validr,https://github.com/guyskk/validr,,MIT,2015-09-05 05:47:04.000,2024-07-09 17:38:26.000,2023-12-23 16:55:35,407.0,12,8.0,47.0,3.0,22.0,222,2023-12-13 20:40:33.000,1.2.2,24.0,7.0,17,False,,6.0,,validr,,,,1736.0,https://pypi.org/project/validr,2023-12-13 20:40:33.000,6.0,1736.0,,,,3.0,,,,,,,,,,,,,,,,, +377,typical,seandstewart/typical,"Typical: Fast, simple, & correct data-validation using Python 3 typing.",,data-validation,https://github.com/seandstewart/typical,https://github.com/seandstewart/typical,,MIT,2019-03-15 01:24:36.000,2025-04-22 14:57:52.419,2024-09-09 14:36:29,535.0,9,3.0,110.0,,99.0,184,2024-09-09 15:55:59.000,2.9.0,116.0,9.0,17,False,,7.0,,typical,conda-forge/typical,,,2494.0,https://pypi.org/project/typical,2024-09-09 15:55:59.000,7.0,1301.0,https://anaconda.org/conda-forge/typical,2025-04-22 14:57:52.419,68008.0,3.0,,,,,,,,,,,,,,,,, +378,Botflow,kkyon/botflow,"Python Fast Dataflow programming framework for Data pipeline work( Web Crawler,Machine Learning,Quantitative..",,data-pipelines,https://github.com/kkyon/botflow,https://github.com/kkyon/botflow,,BSD-3-Clause,2018-08-20 03:13:31.000,2026-02-03 02:17:56.000,2026-02-03 02:17:56,193.0,102,50.0,28.0,3.0,2.0,1201,2018-09-14 14:38:32.000,0.2.0,5.0,11.0,16,True,1.0,4.0,4.0,botflow,,,,66.0,https://pypi.org/project/botflow,2018-09-14 14:38:32.000,,66.0,,,,3.0,,,,,,,,,,,,,,,,, +379,Pipeless,pipeless-ai/pipeless,An open-source framework to create and deploy computer vision applications in minutes.,,computer-vision,https://github.com/pipeless-ai/pipeless,https://github.com/pipeless-ai/pipeless,,Apache-2.0,2023-07-21 17:22:24.000,2024-05-08 10:13:19.000,2024-05-08 10:13:12,664.0,53,5.0,109.0,17.0,22.0,840,2024-02-23 12:24:30.000,1.11.0,66.0,8.0,16,False,,2.0,,pipeless-ai,,,1922.0,192.0,https://pypi.org/project/pipeless-ai,2023-11-02 12:42:21.000,2.0,128.0,,,,1.0,,,,,,,,,,,,,,,,, +380,lazydata,rstojnic/lazydata,Lazydata: Scalable data dependencies for Python projects.,,db-clients,https://github.com/rstojnic/lazydata,https://github.com/rstojnic/lazydata,,Apache-2.0,2018-08-21 12:44:27.000,2019-02-13 18:15:09.000,2018-10-12 11:40:26,216.0,24,17.0,9.0,10.0,6.0,622,2018-09-18 21:25:30.000,1.0.19,19.0,6.0,16,False,,11.0,11.0,lazydata,,,,23.0,https://pypi.org/project/lazydata,2018-09-18 21:25:30.000,,23.0,,,,3.0,,,,,,,,,,,,,,,,, +381,bodywork-core,bodywork-ml/bodywork-core,ML pipeline orchestration and model deployments on Kubernetes.,,data-pipelines,https://github.com/bodywork-ml/bodywork-core,https://github.com/bodywork-ml/bodywork-core,,AGPL-3.0,2020-11-17 11:38:17.000,2023-08-18 06:42:48.000,2022-07-04 09:38:06,946.0,22,9.0,120.0,21.0,57.0,435,2022-07-04 09:43:53.000,3.0.12,62.0,4.0,16,False,,,,bodywork,,,,1125.0,https://pypi.org/project/bodywork,2022-07-04 09:43:53.000,,1125.0,,,,3.0,,,,,,,,,,,,,,,,, +382,millify,azaitsev/millify,Convert long numbers into a human-readable format in Python.,,text,https://github.com/azaitsev/millify,https://github.com/azaitsev/millify,,MIT,2018-01-15 01:27:12.000,2022-04-19 08:41:41.000,2018-01-15 02:44:36,5.0,14,2.0,6.0,12.0,,112,2018-01-15 02:19:08.000,0.1.1,1.0,1.0,16,False,,1643.0,1628.0,millify,,,,102046.0,https://pypi.org/project/millify,2018-01-15 02:19:08.000,15.0,102046.0,,,,3.0,,,,,,,,,,,,,,,,, +383,csvs-to-sqlite,simonw/csvs-to-sqlite,Convert CSV files into a SQLite database.,,data-loading,https://github.com/simonw/csvs-to-sqlite,https://github.com/simonw/csvs-to-sqlite,,Apache-2.0,2017-11-13 06:38:21.000,2025-04-10 17:01:58.000,2025-04-10 17:00:27,92.0,70,16.0,29.0,41.0,33.0,925,2025-04-10 17:01:58.000,1.3.1,17.0,8.0,15,True,,2.0,,csvs-to-sqlite,,,,571.0,https://pypi.org/project/csvs-to-sqlite,2025-04-10 17:01:58.000,2.0,571.0,,,,3.0,,,,,,,,,,,,,,,,, +384,SuperSQLite,plasticityai/supersqlite,A supercharged SQLite library for Python.,,db-clients,https://github.com/plasticityai/supersqlite,https://github.com/plasticityai/supersqlite,,MIT,2018-11-09 08:20:26.000,2020-05-09 09:06:06.000,2019-08-27 13:16:09,221.0,24,11.0,3.0,8.0,1.0,719,2018-11-22 02:36:46.000,0.0.78,57.0,2.0,15,False,,16.0,13.0,supersqlite,,,,319.0,https://pypi.org/project/supersqlite,2018-11-22 02:36:46.000,3.0,319.0,,,,3.0,,,,,,,,,,,,,,,,, +385,cleverdict,PFython/cleverdict,A JSON-friendly data structure which allows both object attributes and dictionary keys and values to be used..,,data-structures,https://github.com/PFython/cleverdict,https://github.com/PFython/cleverdict,,MIT,2020-06-20 05:07:58.000,2024-03-20 16:23:27.000,2022-03-26 19:33:44,213.0,9,1.0,20.0,13.0,12.0,103,2022-02-15 06:59:08.000,1.9.2,28.0,7.0,15,False,,52.0,47.0,cleverdict,,,,539.0,https://pypi.org/project/cleverdict,2022-02-15 06:59:08.000,5.0,539.0,,,,3.0,,,,,,,,,,,,,,,,, +386,datajob,vincentclaes/datajob,Build and deploy a serverless data pipeline on AWS with no effort.,,data-pipelines,https://github.com/vincentclaes/datajob,https://github.com/vincentclaes/datajob,,Apache-2.0,2020-10-22 19:07:31.000,2023-02-08 04:33:47.000,2022-11-22 19:04:39,405.0,19,4.0,77.0,18.0,40.0,110,2022-11-22 19:10:35.164,0.11.0,13.0,7.0,14,False,,3.0,3.0,datajob,,,,126.0,https://pypi.org/project/datajob,2022-11-22 19:10:35.164,,126.0,,,,3.0,,,,,,,,,,,,,,,,, +387,onecite,HzaCode/OneCite,"An intelligent toolkit to automatically parse, complete, and format academic references.",,cli-helpers,https://github.com/HzaCode/OneCite,https://github.com/HzaCode/OneCite,,MIT,2025-08-12 02:58:21.000,2025-12-22 08:21:59.000,2025-12-22 08:21:58,67.0,6,5.0,2.0,2.0,,51,2025-12-19 05:47:47.000,0.0.12,11.0,1.0,14,False,11.0,,,onecite,,,,201.0,https://pypi.org/project/onecite,2025-12-19 05:47:47.000,,201.0,,,,3.0,,,,,,,,,,,,,,,,, +388,RasgoQL,rasgointelligence/RasgoQL,"Write python locally, execute SQL in your data warehouse.",,data-pipelines,https://github.com/rasgointelligence/RasgoQL,https://github.com/rasgointelligence/RasgoQL,,AGPL-3.0,2022-01-23 01:39:32.000,2022-07-05 16:55:25.000,2022-07-05 16:53:20,231.0,12,8.0,68.0,6.0,15.0,268,2022-07-05 16:55:25.000,1.6.4,33.0,10.0,13,False,,,,rasgoql,,,,261.0,https://pypi.org/project/rasgoql,2022-07-05 16:55:25.000,,261.0,,,,3.0,,,,,,,,,,,,,,,,, +389,PandaPy,firmai/pandapy,PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai).,,data-containers,https://github.com/firmai/pandapy,https://github.com/firmai/pandapy,,MIT,2020-01-15 18:21:23.000,2021-10-20 11:36:04.000,2021-10-20 11:36:04,85.0,65,19.0,2.0,2.0,1.0,549,2020-11-12 16:12:54.000,zen,22.0,3.0,12,False,,9.0,9.0,pandapy,,['pandas'],,90.0,https://pypi.org/project/pandapy,2020-01-25 23:10:32.000,,90.0,,,,3.0,,,,,,,,,,,,,,,,, +390,Grai,grai-io/grai-core,"Platform to programmatically manage, test, and debug data infrastructure.",,infrastructure,https://github.com/grai-io/grai-core,https://github.com/grai-io/grai-core,,MIT-0,2022-06-09 16:16:22.000,2026-01-30 20:28:25.000,2025-04-01 19:47:54,1085.0,21,2.0,1026.0,5.0,19.0,312,2024-10-18 00:38:29.000,0.1.76,49.0,15.0,12,False,,,,the-guide,,,,17.0,https://pypi.org/project/the-guide,2023-08-11 19:02:53.000,,17.0,,,,3.0,,,,,,,,,,,,,,,,, +391,Squirrel,merantix-momentum/squirrel-core,"A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient..",,data-loading,https://github.com/merantix-momentum/squirrel-core,https://github.com/merantix-momentum/squirrel-core,,Apache-2.0,2022-02-11 08:15:36.000,2025-01-23 12:07:28.000,,,8,,,3.0,,283,2024-10-07 11:53:56.000,0.20.2,118.0,17.0,12,False,,1.0,,squirrel-core,squirrel-core,,,935.0,https://pypi.org/project/squirrel-core,2025-01-23 12:07:28.000,,935.0,https://anaconda.org/anaconda/squirrel-core,2022-11-18 08:24:02.000,,3.0,,,,,,,,,,,,,1.0,,,, +392,cl-python,metawilm/cl-python,An implementation of Python in Common Lisp.,,python-implementations,https://github.com/metawilm/cl-python,https://github.com/metawilm/cl-python,,,2009-05-14 18:00:17.000,2024-06-13 20:33:13.000,2022-03-10 15:51:06,1490.0,35,28.0,10.0,3.0,16.0,393,,,,12.0,11,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,, +393,dataklasses,dabeaz/dataklasses,A different spin on dataclasses.,,data-validation,https://github.com/dabeaz/dataklasses,https://github.com/dabeaz/dataklasses,,,2021-12-19 23:40:48.000,2022-01-07 12:58:17.000,2022-01-07 12:58:15,17.0,32,19.0,5.0,1.0,3.0,807,,,,3.0,7,False,,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,, diff --git a/latest-changes.md b/latest-changes.md index 6b64ff5..107ac5c 100644 --- a/latest-changes.md +++ b/latest-changes.md @@ -2,19 +2,19 @@ _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ -- luigi (πŸ₯ˆ38 Β· ⭐ 19K Β· πŸ“ˆ) - Luigi is a Python module that helps you build complex pipelines of.. Apache-2 -- dill (πŸ₯ˆ38 Β· ⭐ 2.4K Β· πŸ“ˆ) - serialize all of Python. BSD-3 -- pyasn1 (πŸ₯‰35 Β· ⭐ 250 Β· πŸ’€) - Generic ASN.1 library for Python. BSD-2 -- libcloud (πŸ₯‰31 Β· ⭐ 2.1K Β· πŸ“ˆ) - Apache Libcloud is a Python library which hides differences.. Apache-2 -- ODMantic (πŸ₯‰29 Β· ⭐ 1.2K Β· πŸ“ˆ) - Sync and Async ODM (Object Document Mapper) for MongoDB based on.. ISC +- rich (πŸ₯‡47 Β· ⭐ 55K Β· πŸ“ˆ) - Rich is a Python library for rich text and beautiful formatting in the.. MIT +- tenacity (πŸ₯ˆ37 Β· ⭐ 8.3K Β· πŸ“ˆ) - Retrying library for Python. Apache-2 +- dateparser (πŸ₯ˆ37 Β· ⭐ 2.8K Β· πŸ“ˆ) - python parser for human readable dates. BSD-3 +- borb (πŸ₯‰27 Β· ⭐ 3.6K Β· πŸ“ˆ) - borb is a library for reading, creating and manipulating PDF.. ❗Unlicensed +- coolname (πŸ₯‰27 Β· ⭐ 170 Β· πŸ“ˆ) - Random Name and Slug Generator. BSD-2 ## πŸ“‰ Trending Down _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ -- click (πŸ₯‡47 Β· ⭐ 17K Β· πŸ“‰) - Python composable command line interface toolkit. BSD-3 -- Datasets (πŸ₯‡44 Β· ⭐ 21K Β· πŸ“‰) - The largest hub of ready-to-use datasets for AI models with.. Apache-2 -- google-cloud-storage (πŸ₯‡41 Β· ⭐ 5.2K Β· πŸ“‰) - Google Cloud Client Library for Python. Apache-2 -- anyio (πŸ₯‡41 Β· ⭐ 2.4K Β· πŸ“‰) - High level asynchronous concurrency and networking framework that works.. MIT -- arrow (πŸ₯‡40 Β· ⭐ 9K Β· πŸ“‰) - Better dates & times for Python. Apache-2 +- greenlet (πŸ₯ˆ39 Β· ⭐ 1.8K Β· πŸ“‰) - Lightweight in-process concurrent programming. ❗Unlicensed +- python-prompt-toolkit (πŸ₯ˆ37 Β· ⭐ 10K Β· πŸ“‰) - Library for building powerful interactive command.. BSD-3 +- supervisor (πŸ₯‡37 Β· ⭐ 9K Β· πŸ“‰) - Supervisor process control system for Unix.. ❗️Repoze Public License +- hydra (πŸ₯ˆ33 Β· ⭐ 10K Β· πŸ“‰) - Hydra is a framework for elegantly configuring complex applications. MIT +- python-mss (πŸ₯‰28 Β· ⭐ 1.2K Β· πŸ“‰) - An ultra fast cross-platform multiple screenshots module in pure.. MIT