From 0f453bce5a4ca2f8e1e9e1404f5587bee4b6a0a4 Mon Sep 17 00:00:00 2001 From: LukasMasuch Date: Thu, 28 Dec 2023 13:32:19 +0000 Subject: [PATCH] Update best-of list for version 2023.12.28 --- README.md | 1136 +++++++++++++++---------------- history/2023-12-28_changes.md | 20 + history/2023-12-28_projects.csv | 392 +++++++++++ latest-changes.md | 20 +- 4 files changed, 990 insertions(+), 578 deletions(-) create mode 100644 history/2023-12-28_changes.md create mode 100644 history/2023-12-28_projects.csv diff --git a/README.md b/README.md index b816f3b..eeab453 100644 --- a/README.md +++ b/README.md @@ -86,7 +86,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
protobuf (πŸ₯‡52 Β· ⭐ 62K) - Protocol Buffers - Googles data interchange format. BSD-3 -- [GitHub](https://github.com/protocolbuffers/protobuf) (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 15K Β· πŸ“₯ 37M Β· πŸ“¦ 560K Β· πŸ“‹ 6K - 14% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/protocolbuffers/protobuf) (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 15K Β· πŸ“₯ 38M Β· πŸ“¦ 560K Β· πŸ“‹ 6.1K - 14% open Β· ⏱️ 28.12.2023): ``` git clone https://github.com/protocolbuffers/protobuf @@ -99,14 +99,14 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` conda install -c conda-forge protobuf ``` -- [npm](https://www.npmjs.com/package/google-protobuf) (πŸ“₯ 6.5M / month Β· πŸ“¦ 3.6K Β· ⏱️ 10.10.2022): +- [npm](https://www.npmjs.com/package/google-protobuf) (πŸ“₯ 6.1M / month Β· πŸ“¦ 3.6K Β· ⏱️ 10.10.2022): ``` npm install google-protobuf ```
flatbuffers (πŸ₯‡43 Β· ⭐ 22K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 -- [GitHub](https://github.com/google/flatbuffers) (πŸ‘¨β€πŸ’» 670 Β· πŸ”€ 3.2K Β· πŸ“₯ 320K Β· πŸ“¦ 84K Β· πŸ“‹ 2.3K - 6% open Β· ⏱️ 19.12.2023): +- [GitHub](https://github.com/google/flatbuffers) (πŸ‘¨β€πŸ’» 670 Β· πŸ”€ 3.2K Β· πŸ“₯ 320K Β· πŸ“¦ 85K Β· πŸ“‹ 2.3K - 6% open Β· ⏱️ 19.12.2023): ``` git clone https://github.com/google/flatbuffers @@ -119,19 +119,19 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` conda install -c conda-forge flatbuffers ``` -- [npm](https://www.npmjs.com/package/flatbuffers) (πŸ“₯ 1.1M / month Β· πŸ“¦ 280 Β· ⏱️ 26.05.2023): +- [npm](https://www.npmjs.com/package/flatbuffers) (πŸ“₯ 990K / month Β· πŸ“¦ 280 Β· ⏱️ 26.05.2023): ``` npm install flatbuffers ```
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marshmallow (πŸ₯ˆ40 Β· ⭐ 6.7K) - A lightweight library for converting complex objects to and from.. MIT +
marshmallow (πŸ₯ˆ40 Β· ⭐ 6.8K) - A lightweight library for converting complex objects to and from.. MIT -- [GitHub](https://github.com/marshmallow-code/marshmallow) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 630 Β· πŸ“¦ 110K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/marshmallow-code/marshmallow) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 630 Β· πŸ“¦ 110K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 26.12.2023): ``` git clone https://github.com/marshmallow-code/marshmallow ``` -- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 32M / month Β· πŸ“¦ 10K Β· ⏱️ 20.07.2023): +- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 31M / month Β· πŸ“¦ 10K Β· ⏱️ 20.07.2023): ``` pip install marshmallow ``` @@ -140,6 +140,22 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge marshmallow ```
+
dill (πŸ₯ˆ36 Β· ⭐ 2.1K Β· πŸ“ˆ) - serialize all of Python. BSD-3 + +- [GitHub](https://github.com/uqfoundation/dill) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 170 Β· πŸ“₯ 290K Β· πŸ“¦ 130K Β· πŸ“‹ 500 - 33% open Β· ⏱️ 22.12.2023): + + ``` + git clone https://github.com/uqfoundation/dill + ``` +- [PyPi](https://pypi.org/project/dill) (πŸ“₯ 43M / month Β· πŸ“¦ 4K Β· ⏱️ 22.07.2023): + ``` + pip install dill + ``` +- [Conda](https://anaconda.org/conda-forge/dill) (πŸ“₯ 5.8M Β· ⏱️ 23.07.2023): + ``` + conda install -c conda-forge dill + ``` +
simplejson (πŸ₯ˆ36 Β· ⭐ 1.6K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT - [GitHub](https://github.com/simplejson/simplejson) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 330 Β· πŸ“₯ 6.4K Β· πŸ“¦ 120K Β· πŸ“‹ 200 - 10% open Β· ⏱️ 03.12.2023): @@ -147,7 +163,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` git clone https://github.com/simplejson/simplejson ``` -- [PyPi](https://pypi.org/project/simplejson) (πŸ“₯ 20M / month Β· πŸ“¦ 21K Β· ⏱️ 06.10.2023): +- [PyPi](https://pypi.org/project/simplejson) (πŸ“₯ 19M / month Β· πŸ“¦ 21K Β· ⏱️ 06.10.2023): ``` pip install simplejson ``` @@ -179,7 +195,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` git clone https://github.com/ultrajson/ultrajson ``` -- [PyPi](https://pypi.org/project/ujson) (πŸ“₯ 8.6M / month Β· πŸ“¦ 4.5K Β· ⏱️ 10.12.2023): +- [PyPi](https://pypi.org/project/ujson) (πŸ“₯ 8.3M / month Β· πŸ“¦ 4.5K Β· ⏱️ 10.12.2023): ``` pip install ujson ``` @@ -188,22 +204,6 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge ujson ```
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dill (πŸ₯ˆ35 Β· ⭐ 2.1K) - serialize all of Python. BSD-3 - -- [GitHub](https://github.com/uqfoundation/dill) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 170 Β· πŸ“₯ 290K Β· πŸ“¦ 130K Β· πŸ“‹ 500 - 34% open Β· ⏱️ 13.11.2023): - - ``` - git clone https://github.com/uqfoundation/dill - ``` -- [PyPi](https://pypi.org/project/dill) (πŸ“₯ 44M / month Β· πŸ“¦ 4K Β· ⏱️ 22.07.2023): - ``` - pip install dill - ``` -- [Conda](https://anaconda.org/conda-forge/dill) (πŸ“₯ 5.8M Β· ⏱️ 23.07.2023): - ``` - conda install -c conda-forge dill - ``` -
cloudpickle (πŸ₯ˆ35 Β· ⭐ 1.5K) - Extended pickling support for Python objects. BSD-3 - [GitHub](https://github.com/cloudpipe/cloudpickle) (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 160 Β· πŸ“₯ 27 Β· πŸ“‹ 250 - 33% open Β· ⏱️ 23.11.2023): @@ -211,11 +211,11 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` git clone https://github.com/cloudpipe/cloudpickle ``` -- [PyPi](https://pypi.org/project/cloudpickle) (πŸ“₯ 36M / month Β· πŸ“¦ 3K Β· ⏱️ 16.10.2023): +- [PyPi](https://pypi.org/project/cloudpickle) (πŸ“₯ 35M / month Β· πŸ“¦ 3K Β· ⏱️ 16.10.2023): ``` pip install cloudpickle ``` -- [Conda](https://anaconda.org/conda-forge/cloudpickle) (πŸ“₯ 15M Β· ⏱️ 16.10.2023): +- [Conda](https://anaconda.org/conda-forge/cloudpickle) (πŸ“₯ 16M Β· ⏱️ 16.10.2023): ``` conda install -c conda-forge cloudpickle ``` @@ -227,7 +227,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` git clone https://github.com/jsonpickle/jsonpickle ``` -- [PyPi](https://pypi.org/project/jsonpickle) (πŸ“₯ 9.9M / month Β· πŸ“¦ 2.4K Β· ⏱️ 13.08.2023): +- [PyPi](https://pypi.org/project/jsonpickle) (πŸ“₯ 9.5M / month Β· πŸ“¦ 2.4K Β· ⏱️ 13.08.2023): ``` pip install jsonpickle ``` @@ -236,14 +236,14 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge jsonpickle ```
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msgpack (πŸ₯‰34 Β· ⭐ 1.8K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2 +
msgpack (πŸ₯‰33 Β· ⭐ 1.8K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2 - [GitHub](https://github.com/msgpack/msgpack-python) (πŸ‘¨β€πŸ’» 78 Β· πŸ”€ 250 Β· πŸ“₯ 1.3K Β· πŸ“‹ 280 - 2% open Β· ⏱️ 20.12.2023): ``` git clone https://github.com/msgpack/msgpack-python ``` -- [PyPi](https://pypi.org/project/msgpack) (πŸ“₯ 57M / month Β· πŸ“¦ 2.4K Β· ⏱️ 28.09.2023): +- [PyPi](https://pypi.org/project/msgpack) (πŸ“₯ 54M / month Β· πŸ“¦ 2.4K Β· ⏱️ 28.09.2023): ``` pip install msgpack ``` @@ -275,7 +275,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` git clone https://github.com/explosion/srsly ``` -- [PyPi](https://pypi.org/project/srsly) (πŸ“₯ 6.3M / month Β· πŸ“¦ 300 Β· ⏱️ 22.09.2023): +- [PyPi](https://pypi.org/project/srsly) (πŸ“₯ 5.9M / month Β· πŸ“¦ 300 Β· ⏱️ 22.09.2023): ``` pip install srsly ``` @@ -286,12 +286,12 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
pysimdjson (πŸ₯‰26 Β· ⭐ 610) - Python bindings for the simdjson project. MIT -- [GitHub](https://github.com/TkTech/pysimdjson) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 50 Β· πŸ“¦ 1.2K Β· πŸ“‹ 91 - 15% open Β· ⏱️ 03.09.2023): +- [GitHub](https://github.com/TkTech/pysimdjson) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 50 Β· πŸ“¦ 1.3K Β· πŸ“‹ 91 - 15% open Β· ⏱️ 03.09.2023): ``` git clone https://github.com/TkTech/pysimdjson ``` -- [PyPi](https://pypi.org/project/pysimdjson) (πŸ“₯ 650K / month Β· πŸ“¦ 25 Β· ⏱️ 19.09.2022): +- [PyPi](https://pypi.org/project/pysimdjson) (πŸ“₯ 700K / month Β· πŸ“¦ 25 Β· ⏱️ 19.09.2022): ``` pip install pysimdjson ``` @@ -300,7 +300,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge pysimdjson ```
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hickle (πŸ₯‰24 Β· ⭐ 470) - a HDF5-based python pickle replacement. MIT +
hickle (πŸ₯‰24 Β· ⭐ 480) - a HDF5-based python pickle replacement. MIT - [GitHub](https://github.com/telegraphic/hickle) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 70 Β· πŸ“¦ 650 Β· πŸ“‹ 110 - 10% open Β· ⏱️ 20.07.2023): @@ -316,14 +316,14 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge hickle ```
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rtoml (πŸ₯‰23 Β· ⭐ 270 Β· πŸ“ˆ) - A fast TOML library for python implemented in rust. MIT +
rtoml (πŸ₯‰23 Β· ⭐ 280) - A fast TOML library for python implemented in rust. MIT -- [GitHub](https://github.com/samuelcolvin/rtoml) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 28 Β· πŸ“¦ 320 Β· πŸ“‹ 24 - 54% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/samuelcolvin/rtoml) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 28 Β· πŸ“¦ 330 Β· πŸ“‹ 24 - 54% open Β· ⏱️ 21.12.2023): ``` git clone https://github.com/samuelcolvin/rtoml ``` -- [PyPi](https://pypi.org/project/rtoml) (πŸ“₯ 92K / month Β· πŸ“¦ 54 Β· ⏱️ 21.12.2023): +- [PyPi](https://pypi.org/project/rtoml) (πŸ“₯ 80K / month Β· πŸ“¦ 55 Β· ⏱️ 21.12.2023): ``` pip install rtoml ``` @@ -342,7 +342,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
numpy (πŸ₯‡54 Β· ⭐ 25K) - The fundamental package for scientific computing with Python. BSD-3 -- [GitHub](https://github.com/numpy/numpy) (πŸ‘¨β€πŸ’» 1.7K Β· πŸ”€ 8.9K Β· πŸ“₯ 910K Β· πŸ“¦ 2M Β· πŸ“‹ 12K - 17% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/numpy/numpy) (πŸ‘¨β€πŸ’» 1.7K Β· πŸ”€ 8.9K Β· πŸ“₯ 920K Β· πŸ“¦ 2M Β· πŸ“‹ 12K - 17% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/numpy/numpy @@ -351,39 +351,27 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install numpy ``` -- [Conda](https://anaconda.org/conda-forge/numpy) (πŸ“₯ 68M Β· ⏱️ 25.11.2023): +- [Conda](https://anaconda.org/conda-forge/numpy) (πŸ“₯ 69M Β· ⏱️ 25.11.2023): ``` conda install -c conda-forge numpy ```
pandas (πŸ₯‡52 Β· ⭐ 41K) - Flexible and powerful data analysis / manipulation library for.. BSD-3 -- [GitHub](https://github.com/pandas-dev/pandas) (πŸ‘¨β€πŸ’» 3.5K Β· πŸ”€ 17K Β· πŸ“₯ 240K Β· πŸ“¦ 1.4M Β· πŸ“‹ 26K - 13% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/pandas-dev/pandas) (πŸ‘¨β€πŸ’» 3.5K Β· πŸ”€ 17K Β· πŸ“₯ 240K Β· πŸ“¦ 1.5M Β· πŸ“‹ 26K - 13% open Β· ⏱️ 28.12.2023): ``` git clone https://github.com/pandas-dev/pandas ``` -- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 150M / month Β· πŸ“¦ 75K Β· ⏱️ 08.12.2023): +- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 150M / month Β· πŸ“¦ 75K Β· ⏱️ 22.12.2023): ``` pip install pandas ``` -- [Conda](https://anaconda.org/conda-forge/pandas) (πŸ“₯ 46M Β· ⏱️ 08.12.2023): +- [Conda](https://anaconda.org/conda-forge/pandas) (πŸ“₯ 47M Β· ⏱️ 23.12.2023): ``` conda install -c conda-forge pandas ```
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polars (πŸ₯‡41 Β· ⭐ 22K Β· πŸ“ˆ) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT - -- [GitHub](https://github.com/pola-rs/polars) (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.3K Β· πŸ“₯ 130 Β· πŸ“¦ 2 Β· πŸ“‹ 6K - 21% open Β· ⏱️ 21.12.2023): - - ``` - git clone https://github.com/pola-rs/polars - ``` -- [PyPi](https://pypi.org/project/polars) (πŸ“₯ 3.4M / month Β· πŸ“¦ 370 Β· ⏱️ 20.12.2023): - ``` - pip install polars - ``` -
h5py (πŸ₯‡41 Β· ⭐ 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’» 200 Β· πŸ”€ 530 Β· πŸ“₯ 3K Β· πŸ“¦ 250K Β· πŸ“‹ 1.5K - 17% open Β· ⏱️ 05.12.2023): @@ -391,7 +379,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/h5py/h5py ``` -- [PyPi](https://pypi.org/project/h5py) (πŸ“₯ 16M / month Β· πŸ“¦ 15K Β· ⏱️ 09.10.2023): +- [PyPi](https://pypi.org/project/h5py) (πŸ“₯ 15M / month Β· πŸ“¦ 15K Β· ⏱️ 09.10.2023): ``` pip install h5py ``` @@ -400,6 +388,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge h5py ```
+
polars (πŸ₯ˆ40 Β· ⭐ 23K Β· πŸ“‰) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT + +- [GitHub](https://github.com/pola-rs/polars) (πŸ‘¨β€πŸ’» 330 Β· πŸ”€ 1.3K Β· πŸ“₯ 130 Β· πŸ“¦ 2 Β· πŸ“‹ 6K - 21% open Β· ⏱️ 28.12.2023): + + ``` + git clone https://github.com/pola-rs/polars + ``` +- [PyPi](https://pypi.org/project/polars) (πŸ“₯ 3.5M / month Β· πŸ“¦ 380 Β· ⏱️ 28.12.2023): + ``` + pip install polars + ``` +
xarray (πŸ₯ˆ40 Β· ⭐ 3.3K) - N-D labeled arrays and datasets in Python. Apache-2 - [GitHub](https://github.com/pydata/xarray) (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 990 Β· πŸ“¦ 23K Β· πŸ“‹ 4.1K - 26% open Β· ⏱️ 21.12.2023): @@ -407,7 +407,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pydata/xarray ``` -- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 3.7M / month Β· πŸ“¦ 2.1K Β· ⏱️ 08.12.2023): +- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 3.6M / month Β· πŸ“¦ 2.1K Β· ⏱️ 08.12.2023): ``` pip install xarray ``` @@ -418,7 +418,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Modin (πŸ₯ˆ37 Β· ⭐ 9.2K) - Modin: Scale your Pandas workflows by changing a single line of.. Apache-2 -- [GitHub](https://github.com/modin-project/modin) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 630 Β· πŸ“₯ 200K Β· πŸ“¦ 1.3K Β· πŸ“‹ 3.9K - 18% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/modin-project/modin) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 630 Β· πŸ“₯ 200K Β· πŸ“¦ 1.3K Β· πŸ“‹ 3.9K - 18% open Β· ⏱️ 21.12.2023): ``` git clone https://github.com/modin-project/modin @@ -432,6 +432,22 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge modin-core ```
+
zarr (πŸ₯ˆ35 Β· ⭐ 1.3K Β· πŸ“ˆ) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT + +- [GitHub](https://github.com/zarr-developers/zarr-python) (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 220 Β· πŸ“¦ 3.1K Β· πŸ“‹ 680 - 41% open Β· ⏱️ 27.12.2023): + + ``` + git clone https://github.com/zarr-developers/zarr-python + ``` +- [PyPi](https://pypi.org/project/zarr) (πŸ“₯ 430K / month Β· πŸ“¦ 470 Β· ⏱️ 18.08.2023): + ``` + pip install zarr + ``` +- [Conda](https://anaconda.org/conda-forge/zarr) (πŸ“₯ 2.8M Β· ⏱️ 21.08.2023): + ``` + conda install -c conda-forge zarr + ``` +
PyTables (πŸ₯ˆ35 Β· ⭐ 1.2K) - A Python package to manage extremely large amounts of data. BSD-3 - [GitHub](https://github.com/PyTables/PyTables) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 260 Β· πŸ“₯ 180 Β· πŸ“‹ 720 - 23% open Β· ⏱️ 15.12.2023): @@ -439,11 +455,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/PyTables/PyTables ``` -- [PyPi](https://pypi.org/project/tables) (πŸ“₯ 810K / month Β· πŸ“¦ 2.6K Β· ⏱️ 27.11.2023): +- [PyPi](https://pypi.org/project/tables) (πŸ“₯ 760K / month Β· πŸ“¦ 2.6K Β· ⏱️ 27.11.2023): ``` pip install tables ``` -- [Conda](https://anaconda.org/conda-forge/pytables) (πŸ“₯ 6.7M Β· ⏱️ 04.12.2023): +- [Conda](https://anaconda.org/conda-forge/pytables) (πŸ“₯ 6.8M Β· ⏱️ 04.12.2023): ``` conda install -c conda-forge pytables ``` @@ -455,39 +471,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pydata/numexpr ``` -- [PyPi](https://pypi.org/project/numexpr) (πŸ“₯ 5.6M / month Β· πŸ“¦ 3.2K Β· ⏱️ 11.12.2023): +- [PyPi](https://pypi.org/project/numexpr) (πŸ“₯ 5.4M / month Β· πŸ“¦ 3.2K Β· ⏱️ 11.12.2023): ``` pip install numexpr ``` -- [Conda](https://anaconda.org/conda-forge/numexpr) (πŸ“₯ 7.5M Β· ⏱️ 18.10.2023): +- [Conda](https://anaconda.org/conda-forge/numexpr) (πŸ“₯ 7.5M Β· ⏱️ 23.12.2023): ``` conda install -c conda-forge numexpr ```
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zarr (πŸ₯ˆ34 Β· ⭐ 1.3K) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT - -- [GitHub](https://github.com/zarr-developers/zarr-python) (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 220 Β· πŸ“¦ 3.1K Β· πŸ“‹ 680 - 41% open Β· ⏱️ 20.12.2023): - - ``` - git clone https://github.com/zarr-developers/zarr-python - ``` -- [PyPi](https://pypi.org/project/zarr) (πŸ“₯ 440K / month Β· πŸ“¦ 470 Β· ⏱️ 18.08.2023): - ``` - pip install zarr - ``` -- [Conda](https://anaconda.org/conda-forge/zarr) (πŸ“₯ 2.8M Β· ⏱️ 21.08.2023): - ``` - conda install -c conda-forge zarr - ``` -
docarray (πŸ₯ˆ33 Β· ⭐ 2.6K) - Represent, send, store and search multimodal data. Apache-2 -- [GitHub](https://github.com/docarray/docarray) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 210 Β· πŸ“¦ 3.4K Β· πŸ“‹ 630 - 10% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/docarray/docarray) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 210 Β· πŸ“¦ 3.5K Β· πŸ“‹ 630 - 10% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/jina-ai/docarray ``` -- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 99K / month Β· πŸ“¦ 52 Β· ⏱️ 21.12.2023): +- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 73K / month Β· πŸ“¦ 52 Β· ⏱️ 22.12.2023): ``` pip install docarray ``` @@ -503,7 +503,7 @@ _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“₯ 510K / month Β· πŸ“¦ 920 Β· ⏱️ 12.06.2023): +- [PyPi](https://pypi.org/project/tinydb) (πŸ“₯ 500K / month Β· πŸ“¦ 920 Β· ⏱️ 12.06.2023): ``` pip install tinydb ``` @@ -551,7 +551,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pydata/bottleneck ``` -- [PyPi](https://pypi.org/project/Bottleneck) (πŸ“₯ 620K / month Β· πŸ“¦ 1.7K Β· ⏱️ 08.03.2023): +- [PyPi](https://pypi.org/project/Bottleneck) (πŸ“₯ 600K / month Β· πŸ“¦ 1.7K Β· ⏱️ 08.03.2023): ``` pip install Bottleneck ``` @@ -567,7 +567,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/vaexio/vaex ``` -- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 33K / month Β· πŸ“¦ 31 Β· ⏱️ 21.07.2023): +- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 30K / month Β· πŸ“¦ 31 Β· ⏱️ 21.07.2023): ``` pip install vaex ``` @@ -595,7 +595,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/h2oai/datatable ``` -- [PyPi](https://pypi.org/project/datatable) (πŸ“₯ 57K / month Β· πŸ“¦ 24 Β· ⏱️ 01.12.2023): +- [PyPi](https://pypi.org/project/datatable) (πŸ“₯ 59K / month Β· πŸ“¦ 24 Β· ⏱️ 01.12.2023): ``` pip install datatable ``` @@ -611,11 +611,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/nalepae/pandarallel ``` -- [PyPi](https://pypi.org/project/pandarallel) (πŸ“₯ 460K / month Β· πŸ“¦ 47 Β· ⏱️ 02.05.2023): +- [PyPi](https://pypi.org/project/pandarallel) (πŸ“₯ 450K / month Β· πŸ“¦ 47 Β· ⏱️ 02.05.2023): ``` pip install pandarallel ``` -- [Conda](https://anaconda.org/conda-forge/pandarallel) (πŸ“₯ 57K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/pandarallel) (πŸ“₯ 62K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge pandarallel ``` @@ -627,11 +627,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/InvestmentSystems/static-frame ``` -- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 1.8K / month Β· πŸ“¦ 2 Β· ⏱️ 21.12.2023): +- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 1.9K / month Β· πŸ“¦ 2 Β· ⏱️ 21.12.2023): ``` pip install static-frame ``` -- [Conda](https://anaconda.org/conda-forge/static-frame) (πŸ“₯ 310K Β· ⏱️ 12.11.2023): +- [Conda](https://anaconda.org/conda-forge/static-frame) (πŸ“₯ 310K Β· ⏱️ 21.12.2023): ``` conda install -c conda-forge static-frame ``` @@ -659,7 +659,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/polyaxon/datatile ``` -- [PyPi](https://pypi.org/project/pandas-summary) (πŸ“₯ 80K / month Β· πŸ“¦ 57 Β· ⏱️ 25.11.2021): +- [PyPi](https://pypi.org/project/pandas-summary) (πŸ“₯ 81K / month Β· πŸ“¦ 57 Β· ⏱️ 25.11.2021): ``` pip install pandas-summary ``` @@ -676,14 +676,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ pip install pickledb ```
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fletcher (πŸ₯‰19 Β· ⭐ 230 Β· πŸ’€) - Pandas ExtensionDType/Array backed by Apache Arrow. MIT +
fletcher (πŸ₯‰18 Β· ⭐ 230 Β· πŸ’€) - Pandas ExtensionDType/Array backed by Apache Arrow. MIT -- [GitHub](https://github.com/xhochy/fletcher) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 33 Β· πŸ“₯ 18 Β· πŸ“¦ 4 Β· πŸ“‹ 110 - 31% open Β· ⏱️ 22.02.2023): +- [GitHub](https://github.com/xhochy/fletcher) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 33 Β· πŸ“₯ 19 Β· πŸ“¦ 5 Β· πŸ“‹ 110 - 31% open Β· ⏱️ 22.02.2023): ``` git clone https://github.com/xhochy/fletcher ``` -- [PyPi](https://pypi.org/project/fletcher) (πŸ“₯ 100 / month Β· πŸ“¦ 1 Β· ⏱️ 17.01.2021): +- [PyPi](https://pypi.org/project/fletcher) (πŸ“₯ 81 / month Β· πŸ“¦ 1 Β· ⏱️ 17.01.2021): ``` pip install fletcher ``` @@ -715,7 +715,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/tobgu/pyrsistent ``` -- [PyPi](https://pypi.org/project/pyrsistent) (πŸ“₯ 37M / month Β· πŸ“¦ 2.3K Β· ⏱️ 25.10.2023): +- [PyPi](https://pypi.org/project/pyrsistent) (πŸ“₯ 35M / month Β· πŸ“¦ 2.3K Β· ⏱️ 25.10.2023): ``` pip install pyrsistent ``` @@ -731,7 +731,7 @@ _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“₯ 980K / month Β· πŸ“¦ 340 Β· ⏱️ 16.11.2023): +- [PyPi](https://pypi.org/project/anytree) (πŸ“₯ 960K / month Β· πŸ“¦ 340 Β· ⏱️ 16.11.2023): ``` pip install anytree ``` @@ -740,6 +740,22 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge anytree ```
+
multidict (πŸ₯ˆ33 Β· ⭐ 360 Β· πŸ“ˆ) - The multidict implementation. Apache-2 + +- [GitHub](https://github.com/aio-libs/multidict) (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 86 Β· πŸ“₯ 6.2K Β· πŸ“‹ 150 - 20% open Β· ⏱️ 27.12.2023): + + ``` + git clone https://github.com/aio-libs/multidict + ``` +- [PyPi](https://pypi.org/project/multidict) (πŸ“₯ 79M / month Β· πŸ“¦ 3.3K Β· ⏱️ 20.07.2023): + ``` + pip install multidict + ``` +- [Conda](https://anaconda.org/conda-forge/multidict) (πŸ“₯ 11M Β· ⏱️ 07.10.2023): + ``` + conda install -c conda-forge multidict + ``` +
glom (πŸ₯ˆ31 Β· ⭐ 1.8K) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3 - [GitHub](https://github.com/mahmoud/glom) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 59 Β· πŸ“¦ 1.3K Β· πŸ“‹ 190 - 59% open Β· ⏱️ 18.12.2023): @@ -747,23 +763,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/mahmoud/glom ``` -- [PyPi](https://pypi.org/project/glom) (πŸ“₯ 1.4M / month Β· πŸ“¦ 120 Β· ⏱️ 27.11.2023): +- [PyPi](https://pypi.org/project/glom) (πŸ“₯ 1.9M / month Β· πŸ“¦ 120 Β· ⏱️ 27.11.2023): ``` pip install glom ``` -- [Conda](https://anaconda.org/conda-forge/glom) (πŸ“₯ 28K Β· ⏱️ 27.11.2023): +- [Conda](https://anaconda.org/conda-forge/glom) (πŸ“₯ 29K Β· ⏱️ 27.11.2023): ``` conda install -c conda-forge glom ```
bidict (πŸ₯ˆ30 Β· ⭐ 1.4K) - The bidirectional mapping library for Python. MPL-2.0 -- [GitHub](https://github.com/jab/bidict) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 61 Β· πŸ“¦ 20K Β· πŸ“‹ 57 - 5% open Β· ⏱️ 02.12.2023): +- [GitHub](https://github.com/jab/bidict) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 62 Β· πŸ“¦ 21K Β· πŸ“‹ 57 - 5% open Β· ⏱️ 26.12.2023): ``` git clone https://github.com/jab/bidict ``` -- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 1.5M / month Β· πŸ“¦ 520 Β· ⏱️ 02.01.2023): +- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 1.4M / month Β· πŸ“¦ 520 Β· ⏱️ 02.01.2023): ``` pip install bidict ``` @@ -772,50 +788,34 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge bidict ```
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multidict (πŸ₯ˆ30 Β· ⭐ 360) - The multidict implementation. Apache-2 - -- [GitHub](https://github.com/aio-libs/multidict) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 86 Β· πŸ“₯ 5.9K Β· πŸ“‹ 150 - 20% open Β· ⏱️ 28.09.2023): - - ``` - git clone https://github.com/aio-libs/multidict - ``` -- [PyPi](https://pypi.org/project/multidict) (πŸ“₯ 82M / month Β· πŸ“¦ 3.3K Β· ⏱️ 20.07.2023): - ``` - pip install multidict - ``` -- [Conda](https://anaconda.org/conda-forge/multidict) (πŸ“₯ 11M Β· ⏱️ 07.10.2023): - ``` - conda install -c conda-forge multidict - ``` -
python-benedict (πŸ₯‰29 Β· ⭐ 1.3K) - dict subclass with keylist/keypath support, built-in I/O.. MIT -- [GitHub](https://github.com/fabiocaccamo/python-benedict) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 45 Β· πŸ“¦ 1.5K Β· πŸ“‹ 98 - 9% open Β· ⏱️ 18.12.2023): +- [GitHub](https://github.com/fabiocaccamo/python-benedict) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 47 Β· πŸ“¦ 1.6K Β· πŸ“‹ 100 - 10% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/fabiocaccamo/python-benedict ``` -- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 620K / month Β· πŸ“¦ 35 Β· ⏱️ 08.11.2023): +- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 570K / month Β· πŸ“¦ 37 Β· ⏱️ 27.12.2023): ``` pip install python-benedict ``` -- [Conda](https://anaconda.org/conda-forge/python-benedict) (πŸ“₯ 150K Β· ⏱️ 09.11.2023): +- [Conda](https://anaconda.org/conda-forge/python-benedict) (πŸ“₯ 150K Β· ⏱️ 27.12.2023): ``` conda install -c conda-forge python-benedict ```
sqlitedict (πŸ₯‰28 Β· ⭐ 1.1K Β· πŸ’€) - Persistent dict, backed by sqlite3 and pickle, multithread-.. Apache-2 -- [GitHub](https://github.com/piskvorky/sqlitedict) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 130 Β· πŸ“¦ 4.2K Β· πŸ“‹ 99 - 29% open Β· ⏱️ 03.12.2022): +- [GitHub](https://github.com/piskvorky/sqlitedict) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 130 Β· πŸ“¦ 4.3K Β· πŸ“‹ 99 - 29% open Β· ⏱️ 03.12.2022): ``` git clone https://github.com/RaRe-Technologies/sqlitedict ``` -- [PyPi](https://pypi.org/project/sqlitedict) (πŸ“₯ 490K / month Β· πŸ“¦ 230 Β· ⏱️ 03.12.2022): +- [PyPi](https://pypi.org/project/sqlitedict) (πŸ“₯ 480K / month Β· πŸ“¦ 230 Β· ⏱️ 03.12.2022): ``` pip install sqlitedict ``` -- [Conda](https://anaconda.org/conda-forge/sqlitedict) (πŸ“₯ 96K Β· ⏱️ 22.09.2023): +- [Conda](https://anaconda.org/conda-forge/sqlitedict) (πŸ“₯ 97K Β· ⏱️ 22.09.2023): ``` conda install -c conda-forge sqlitedict ``` @@ -827,7 +827,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/Infinidat/munch ``` -- [PyPi](https://pypi.org/project/munch) (πŸ“₯ 1.7M / month Β· πŸ“¦ 860 Β· ⏱️ 01.07.2023): +- [PyPi](https://pypi.org/project/munch) (πŸ“₯ 1.6M / month Β· πŸ“¦ 860 Β· ⏱️ 01.07.2023): ``` pip install munch ``` @@ -843,7 +843,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/cdgriffith/Box ``` -- [PyPi](https://pypi.org/project/python-box) (πŸ“₯ 3.6M / month Β· πŸ“¦ 360 Β· ⏱️ 26.08.2023): +- [PyPi](https://pypi.org/project/python-box) (πŸ“₯ 4.9M / month Β· πŸ“¦ 360 Β· ⏱️ 26.08.2023): ``` pip install python-box ``` @@ -859,7 +859,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/MagicStack/immutables ``` -- [PyPi](https://pypi.org/project/immutables) (πŸ“₯ 720K / month Β· πŸ“¦ 120 Β· ⏱️ 14.08.2023): +- [PyPi](https://pypi.org/project/immutables) (πŸ“₯ 680K / month Β· πŸ“¦ 120 Β· ⏱️ 14.08.2023): ``` pip install immutables ``` @@ -870,7 +870,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
janus (πŸ₯‰27 Β· ⭐ 750) - Thread-safe asyncio-aware queue for Python. Apache-2 -- [GitHub](https://github.com/aio-libs/janus) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 44 Β· πŸ“‹ 41 - 19% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/aio-libs/janus) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 44 Β· πŸ“‹ 41 - 19% open Β· ⏱️ 28.12.2023): ``` git clone https://github.com/aio-libs/janus @@ -879,7 +879,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install janus ``` -- [Conda](https://anaconda.org/conda-forge/janus) (πŸ“₯ 16K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/janus) (πŸ“₯ 17K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge janus ``` @@ -897,25 +897,25 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
pydantic (πŸ₯‡45 Β· ⭐ 17K) - Data validation using Python type hints. MIT +
pydantic (πŸ₯‡44 Β· ⭐ 17K Β· πŸ“‰) - Data validation using Python type hints. MIT -- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 1.5K Β· πŸ“¦ 310K Β· πŸ“‹ 3.5K - 8% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 1.6K Β· πŸ“¦ 310K Β· πŸ“‹ 3.5K - 8% open Β· ⏱️ 20.12.2023): ``` git clone https://github.com/samuelcolvin/pydantic ``` -- [PyPi](https://pypi.org/project/pydantic) (πŸ“₯ 140M / month Β· πŸ“¦ 9.6K Β· ⏱️ 22.11.2023): +- [PyPi](https://pypi.org/project/pydantic) (πŸ“₯ 140M / month Β· πŸ“¦ 10K Β· ⏱️ 22.12.2023): ``` pip install pydantic ``` -- [Conda](https://anaconda.org/conda-forge/pydantic) (πŸ“₯ 6.7M Β· ⏱️ 22.11.2023): +- [Conda](https://anaconda.org/conda-forge/pydantic) (πŸ“₯ 6.7M Β· ⏱️ 22.12.2023): ``` conda install -c conda-forge pydantic ```
jsonschema (πŸ₯‡41 Β· ⭐ 4.3K) - An implementation of the JSON Schema specification for Python. MIT -- [GitHub](https://github.com/python-jsonschema/jsonschema) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 570 Β· πŸ“₯ 130 Β· πŸ“¦ 500K Β· πŸ“‹ 800 - 3% open Β· ⏱️ 18.12.2023): +- [GitHub](https://github.com/python-jsonschema/jsonschema) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 570 Β· πŸ“₯ 130 Β· πŸ“¦ 500K Β· πŸ“‹ 800 - 3% open Β· ⏱️ 25.12.2023): ``` git clone https://github.com/Julian/jsonschema @@ -924,7 +924,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install jsonschema ``` -- [Conda](https://anaconda.org/conda-forge/jsonschema) (πŸ“₯ 25M Β· ⏱️ 16.11.2023): +- [Conda](https://anaconda.org/conda-forge/jsonschema) (πŸ“₯ 26M Β· ⏱️ 16.11.2023): ``` conda install -c conda-forge jsonschema ``` @@ -952,7 +952,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/alecthomas/voluptuous ``` -- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 3.8M / month Β· πŸ“¦ 1.4K Β· ⏱️ 17.11.2023): +- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 3.7M / month Β· πŸ“¦ 1.4K Β· ⏱️ 17.11.2023): ``` pip install voluptuous ``` @@ -963,12 +963,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
validators (πŸ₯ˆ33 Β· ⭐ 860) - Python Data Validation for Humans. MIT -- [GitHub](https://github.com/python-validators/validators) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 140 Β· πŸ“₯ 14 Β· πŸ“¦ 97K Β· πŸ“‹ 160 - 11% open Β· ⏱️ 07.11.2023): +- [GitHub](https://github.com/python-validators/validators) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 140 Β· πŸ“₯ 15 Β· πŸ“¦ 97K Β· πŸ“‹ 160 - 11% open Β· ⏱️ 25.12.2023): ``` git clone https://github.com/kvesteri/validators ``` -- [PyPi](https://pypi.org/project/validators) (πŸ“₯ 6.9M / month Β· πŸ“¦ 1.8K Β· ⏱️ 02.09.2023): +- [PyPi](https://pypi.org/project/validators) (πŸ“₯ 6.7M / month Β· πŸ“¦ 1.8K Β· ⏱️ 02.09.2023): ``` pip install validators ``` @@ -984,7 +984,7 @@ _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“₯ 9M / month Β· πŸ“¦ 940 Β· ⏱️ 01.12.2021): +- [PyPi](https://pypi.org/project/schema) (πŸ“₯ 9.1M / month Β· πŸ“¦ 940 Β· ⏱️ 01.12.2021): ``` pip install schema ``` @@ -995,12 +995,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
param (πŸ₯‰31 Β· ⭐ 370) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3 -- [GitHub](https://github.com/holoviz/param) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 64 Β· πŸ“¦ 9.2K Β· πŸ“‹ 420 - 32% open Β· ⏱️ 08.12.2023): +- [GitHub](https://github.com/holoviz/param) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 64 Β· πŸ“¦ 9.3K Β· πŸ“‹ 420 - 32% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/holoviz/param ``` -- [PyPi](https://pypi.org/project/param) (πŸ“₯ 640K / month Β· πŸ“¦ 160 Β· ⏱️ 08.11.2023): +- [PyPi](https://pypi.org/project/param) (πŸ“₯ 660K / month Β· πŸ“¦ 160 Β· ⏱️ 08.11.2023): ``` pip install param ``` @@ -1032,7 +1032,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/samuelcolvin/dirty-equals ``` -- [PyPi](https://pypi.org/project/dirty-equals) (πŸ“₯ 130K / month Β· πŸ“¦ 30 Β· ⏱️ 15.11.2023): +- [PyPi](https://pypi.org/project/dirty-equals) (πŸ“₯ 150K / month Β· πŸ“¦ 31 Β· ⏱️ 15.11.2023): ``` pip install dirty-equals ``` @@ -1043,7 +1043,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
validr (πŸ₯‰21 Β· ⭐ 210) - A simple, fast, extensible python library for data validation. MIT -- [GitHub](https://github.com/guyskk/validr) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 12 Β· πŸ“‹ 25 - 12% open Β· ⏱️ 13.12.2023): +- [GitHub](https://github.com/guyskk/validr) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 12 Β· πŸ“‹ 25 - 12% open Β· ⏱️ 23.12.2023): ``` git clone https://github.com/guyskk/validr @@ -1060,7 +1060,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/podio/valideer ``` -- [PyPi](https://pypi.org/project/valideer) (πŸ“₯ 9.4K / month Β· πŸ“¦ 17 Β· ⏱️ 20.12.2015): +- [PyPi](https://pypi.org/project/valideer) (πŸ“₯ 9.2K / month Β· πŸ“¦ 17 Β· ⏱️ 20.12.2015): ``` pip install valideer ``` @@ -1071,12 +1071,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
typical (πŸ₯‰19 Β· ⭐ 180 Β· πŸ’€) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT -- [GitHub](https://github.com/seandstewart/typical) (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 9 Β· πŸ“¦ 79 Β· πŸ“‹ 100 - 17% open Β· ⏱️ 26.04.2023): +- [GitHub](https://github.com/seandstewart/typical) (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 9 Β· πŸ“¦ 80 Β· πŸ“‹ 100 - 17% open Β· ⏱️ 26.04.2023): ``` git clone https://github.com/seandstewart/typical ``` -- [PyPi](https://pypi.org/project/typical) (πŸ“₯ 1.5K / month Β· πŸ“¦ 4 Β· ⏱️ 20.07.2019): +- [PyPi](https://pypi.org/project/typical) (πŸ“₯ 1.6K / month Β· πŸ“¦ 4 Β· ⏱️ 20.07.2019): ``` pip install typical ``` @@ -1088,7 +1088,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 3 hidden projects... - schematics (πŸ₯‰30 Β· ⭐ 2.6K Β· πŸ’€) - Python Data Structures for Humans. BSD-3 -- python-email-validator (πŸ₯‰29 Β· ⭐ 910) - A robust email syntax and deliverability validation.. ❗️CC0-1.0 +- python-email-validator (πŸ₯‰29 Β· ⭐ 920) - A robust email syntax and deliverability validation.. ❗️CC0-1.0 - dataklasses (πŸ₯‰7 Β· ⭐ 780 Β· πŸ’€) - A different spin on dataclasses. ❗Unlicensed

@@ -1106,7 +1106,7 @@ _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“₯ 480K / month Β· πŸ“¦ 270 Β· ⏱️ 02.09.2022): +- [PyPi](https://pypi.org/project/transitions) (πŸ“₯ 450K / month Β· πŸ“¦ 270 Β· ⏱️ 02.09.2022): ``` pip install transitions ``` @@ -1117,7 +1117,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
algorithms (πŸ₯‰29 Β· ⭐ 23K Β· πŸ’€) - Minimal examples of data structures and algorithms in Python. MIT -- [GitHub](https://github.com/keon/algorithms) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 4.5K Β· πŸ“¦ 97 Β· πŸ“‹ 300 - 66% open Β· ⏱️ 04.04.2023): +- [GitHub](https://github.com/keon/algorithms) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 4.5K Β· πŸ“¦ 99 Β· πŸ“‹ 300 - 66% open Β· ⏱️ 04.04.2023): ``` git clone https://github.com/keon/algorithms @@ -1148,7 +1148,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/arrow-py/arrow ``` -- [PyPi](https://pypi.org/project/arrow) (πŸ“₯ 22M / month Β· πŸ“¦ 4.8K Β· ⏱️ 30.09.2023): +- [PyPi](https://pypi.org/project/arrow) (πŸ“₯ 21M / month Β· πŸ“¦ 4.8K Β· ⏱️ 30.09.2023): ``` pip install arrow ``` @@ -1159,12 +1159,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
dateparser (πŸ₯ˆ37 Β· ⭐ 2.4K) - python parser for human readable dates. BSD-3 -- [GitHub](https://github.com/scrapinghub/dateparser) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 460 Β· πŸ“¦ 25K Β· πŸ“‹ 690 - 45% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/scrapinghub/dateparser) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 460 Β· πŸ“¦ 26K Β· πŸ“‹ 690 - 45% open Β· ⏱️ 21.12.2023): ``` git clone https://github.com/scrapinghub/dateparser ``` -- [PyPi](https://pypi.org/project/dateparser) (πŸ“₯ 5M / month Β· πŸ“¦ 1.3K Β· ⏱️ 17.11.2023): +- [PyPi](https://pypi.org/project/dateparser) (πŸ“₯ 4.8M / month Β· πŸ“¦ 1.3K Β· ⏱️ 17.11.2023): ``` pip install dateparser ``` @@ -1173,14 +1173,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge dateparser ```
-
pendulum (πŸ₯ˆ36 Β· ⭐ 5.9K Β· πŸ“ˆ) - Python datetimes made easy. MIT +
pendulum (πŸ₯ˆ36 Β· ⭐ 5.9K) - Python datetimes made easy. MIT - [GitHub](https://github.com/sdispater/pendulum) (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 390 Β· πŸ“₯ 430 Β· πŸ“¦ 24K Β· πŸ“‹ 540 - 41% open Β· ⏱️ 16.12.2023): ``` git clone https://github.com/sdispater/pendulum ``` -- [PyPi](https://pypi.org/project/pendulum) (πŸ“₯ 17M / month Β· πŸ“¦ 1.3K Β· ⏱️ 16.12.2023): +- [PyPi](https://pypi.org/project/pendulum) (πŸ“₯ 18M / month Β· πŸ“¦ 1.3K Β· ⏱️ 16.12.2023): ``` pip install pendulum ``` @@ -1191,12 +1191,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
python-dateutil (πŸ₯ˆ36 Β· ⭐ 2.2K) - Useful extensions to the standard Python datetime features. Apache-2 -- [GitHub](https://github.com/dateutil/dateutil) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 450 Β· πŸ“₯ 35K Β· πŸ“‹ 740 - 45% open Β· ⏱️ 13.11.2023): +- [GitHub](https://github.com/dateutil/dateutil) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 460 Β· πŸ“₯ 35K Β· πŸ“‹ 740 - 45% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/dateutil/dateutil ``` -- [PyPi](https://pypi.org/project/python-dateutil) (πŸ“₯ 230M / month Β· πŸ“¦ 5.5K Β· ⏱️ 14.07.2021): +- [PyPi](https://pypi.org/project/python-dateutil) (πŸ“₯ 220M / month Β· πŸ“¦ 5.5K Β· ⏱️ 14.07.2021): ``` pip install python-dateutil ``` @@ -1205,14 +1205,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge python-dateutil ```
-
holidays (πŸ₯ˆ36 Β· ⭐ 1.2K) - Generate and work with holidays in Python. MIT +
holidays (πŸ₯ˆ36 Β· ⭐ 1.3K) - Generate and work with holidays in Python. MIT -- [GitHub](https://github.com/vacanza/python-holidays) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 460 Β· πŸ“₯ 190 Β· πŸ“¦ 14K Β· πŸ“‹ 480 - 19% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/vacanza/python-holidays) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 460 Β· πŸ“₯ 190 Β· πŸ“¦ 14K Β· πŸ“‹ 490 - 20% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/dr-prodigy/python-holidays ``` -- [PyPi](https://pypi.org/project/holidays) (πŸ“₯ 6.5M / month Β· πŸ“¦ 460 Β· ⏱️ 18.12.2023): +- [PyPi](https://pypi.org/project/holidays) (πŸ“₯ 6.3M / month Β· πŸ“¦ 460 Β· ⏱️ 18.12.2023): ``` pip install holidays ``` @@ -1244,7 +1244,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/regebro/tzlocal ``` -- [PyPi](https://pypi.org/project/tzlocal) (πŸ“₯ 41M / month Β· πŸ“¦ 3.8K Β· ⏱️ 22.10.2023): +- [PyPi](https://pypi.org/project/tzlocal) (πŸ“₯ 40M / month Β· πŸ“¦ 3.8K Β· ⏱️ 22.10.2023): ``` pip install tzlocal ``` @@ -1266,12 +1266,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
filesystem_spec (πŸ₯‡39 Β· ⭐ 710) - A specification that python filesystems should adhere to. BSD-3 -- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 300 Β· πŸ“¦ 81K Β· πŸ“‹ 630 - 34% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 300 Β· πŸ“¦ 83K Β· πŸ“‹ 630 - 34% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/fsspec/filesystem_spec ``` -- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 170M / month Β· πŸ“¦ 840 Β· ⏱️ 11.12.2023): +- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 180M / month Β· πŸ“¦ 840 Β· ⏱️ 11.12.2023): ``` pip install fsspec ``` @@ -1287,7 +1287,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/gorakhargosh/watchdog ``` -- [PyPi](https://pypi.org/project/watchdog) (πŸ“₯ 13M / month Β· πŸ“¦ 8.2K Β· ⏱️ 20.07.2023): +- [PyPi](https://pypi.org/project/watchdog) (πŸ“₯ 12M / month Β· πŸ“¦ 8.2K Β· ⏱️ 20.07.2023): ``` pip install watchdog ``` @@ -1303,7 +1303,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/tox-dev/py-filelock ``` -- [PyPi](https://pypi.org/project/filelock) (πŸ“₯ 110M / month Β· πŸ“¦ 2.9K Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/filelock) (πŸ“₯ 100M / month Β· πŸ“¦ 2.9K Β· ⏱️ 30.10.2023): ``` pip install filelock ``` @@ -1351,7 +1351,7 @@ _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“₯ 3.7M / month Β· πŸ“¦ 2.2K Β· ⏱️ 09.03.2019): +- [PyPi](https://pypi.org/project/scandir) (πŸ“₯ 3.6M / month Β· πŸ“¦ 2.2K Β· ⏱️ 09.03.2019): ``` pip install scandir ``` @@ -1362,7 +1362,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
path (πŸ₯‰29 Β· ⭐ 1.1K) - Object-oriented file system path manipulation. MIT -- [GitHub](https://github.com/jaraco/path) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 140 Β· πŸ“‹ 130 - 1% open Β· ⏱️ 05.12.2023): +- [GitHub](https://github.com/jaraco/path) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 140 Β· πŸ“‹ 130 - 1% open Β· ⏱️ 26.12.2023): ``` git clone https://github.com/jaraco/path @@ -1371,7 +1371,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install path ``` -- [Conda](https://anaconda.org/conda-forge/path) (πŸ“₯ 480K Β· ⏱️ 23.09.2023): +- [Conda](https://anaconda.org/conda-forge/path) (πŸ“₯ 480K Β· ⏱️ 25.12.2023): ``` conda install -c conda-forge path ``` @@ -1395,7 +1395,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/PythonCharmers/python-future ``` -- [PyPi](https://pypi.org/project/future) (πŸ“₯ 32M / month Β· πŸ“¦ 17K Β· ⏱️ 13.01.2023): +- [PyPi](https://pypi.org/project/future) (πŸ“₯ 31M / month Β· πŸ“¦ 17K Β· ⏱️ 13.01.2023): ``` pip install future ``` @@ -1411,7 +1411,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/benjaminp/six ``` -- [PyPi](https://pypi.org/project/six) (πŸ“₯ 200M / month Β· πŸ“¦ 140K Β· ⏱️ 05.05.2021): +- [PyPi](https://pypi.org/project/six) (πŸ“₯ 190M / month Β· πŸ“¦ 140K Β· ⏱️ 05.05.2021): ``` pip install six ``` @@ -1427,11 +1427,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/python/typing ``` -- [PyPi](https://pypi.org/project/typing) (πŸ“₯ 8.8M / month Β· πŸ“¦ 6K Β· ⏱️ 01.05.2021): +- [PyPi](https://pypi.org/project/typing) (πŸ“₯ 8.5M / month Β· πŸ“¦ 6K Β· ⏱️ 01.05.2021): ``` pip install typing ``` -- [Conda](https://anaconda.org/conda-forge/typing) (πŸ“₯ 2.9M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/typing) (πŸ“₯ 3M Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge typing ``` @@ -1451,12 +1451,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
cryptography (πŸ₯‡47 Β· ⭐ 6K) - cryptography is a package designed to expose cryptographic.. Apache-2 -- [GitHub](https://github.com/pyca/cryptography) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.7K Β· πŸ“¦ 600K Β· πŸ“‹ 2.3K - 1% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/pyca/cryptography) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.7K Β· πŸ“¦ 600K Β· πŸ“‹ 2.4K - 1% open Β· ⏱️ 28.12.2023): ``` git clone https://github.com/pyca/cryptography ``` -- [PyPi](https://pypi.org/project/cryptography) (πŸ“₯ 220M / month Β· πŸ“¦ 22K Β· ⏱️ 28.11.2023): +- [PyPi](https://pypi.org/project/cryptography) (πŸ“₯ 210M / month Β· πŸ“¦ 22K Β· ⏱️ 28.11.2023): ``` pip install cryptography ``` @@ -1472,23 +1472,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/google/tink ``` -- [PyPi](https://pypi.org/project/tink) (πŸ“₯ 230K / month Β· πŸ“¦ 4 Β· ⏱️ 27.11.2023): +- [PyPi](https://pypi.org/project/tink) (πŸ“₯ 260K / month Β· πŸ“¦ 4 Β· ⏱️ 27.11.2023): ``` pip install tink ``` -- [npm](https://www.npmjs.com/package/tink-crypto) (πŸ“₯ 320 / month Β· πŸ“¦ 1 Β· ⏱️ 02.05.2023): +- [npm](https://www.npmjs.com/package/tink-crypto) (πŸ“₯ 190 / month Β· πŸ“¦ 1 Β· ⏱️ 02.05.2023): ``` npm install tink-crypto ```
pycryptodomex (πŸ₯ˆ38 Β· ⭐ 2.6K) - A self-contained cryptographic library for Python. BSD-3 -- [GitHub](https://github.com/Legrandin/pycryptodome) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 450 Β· πŸ“₯ 230 Β· πŸ“¦ 84K Β· πŸ“‹ 570 - 11% open Β· ⏱️ 12.12.2023): +- [GitHub](https://github.com/Legrandin/pycryptodome) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 460 Β· πŸ“₯ 230 Β· πŸ“¦ 85K Β· πŸ“‹ 570 - 11% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/Legrandin/pycryptodome ``` -- [PyPi](https://pypi.org/project/pycryptodomex) (πŸ“₯ 30M / month Β· πŸ“¦ 1.7K Β· ⏱️ 16.09.2023): +- [PyPi](https://pypi.org/project/pycryptodomex) (πŸ“₯ 30M / month Β· πŸ“¦ 1.7K Β· ⏱️ 28.12.2023): ``` pip install pycryptodomex ``` @@ -1499,12 +1499,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
bcrypt (πŸ₯‰37 Β· ⭐ 1.1K) - Modern(-ish) password hashing for your software and your servers. Apache-2 -- [GitHub](https://github.com/pyca/bcrypt) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 200 Β· πŸ“¦ 190K Β· πŸ“‹ 130 - 7% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/pyca/bcrypt) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 200 Β· πŸ“¦ 190K Β· πŸ“‹ 130 - 7% open Β· ⏱️ 26.12.2023): ``` git clone https://github.com/pyca/bcrypt ``` -- [PyPi](https://pypi.org/project/bcrypt) (πŸ“₯ 48M / month Β· πŸ“¦ 8.1K Β· ⏱️ 15.12.2023): +- [PyPi](https://pypi.org/project/bcrypt) (πŸ“₯ 49M / month Β· πŸ“¦ 8.1K Β· ⏱️ 15.12.2023): ``` pip install bcrypt ``` @@ -1515,12 +1515,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
keyring (πŸ₯‰35 Β· ⭐ 1.1K) - Store and access your passwords safely. MIT -- [GitHub](https://github.com/jaraco/keyring) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 150 Β· πŸ“‹ 500 - 11% open Β· ⏱️ 05.12.2023): +- [GitHub](https://github.com/jaraco/keyring) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 150 Β· πŸ“‹ 500 - 11% open Β· ⏱️ 26.12.2023): ``` git clone https://github.com/jaraco/keyring ``` -- [PyPi](https://pypi.org/project/keyring) (πŸ“₯ 43M / month Β· πŸ“¦ 4.3K Β· ⏱️ 12.11.2023): +- [PyPi](https://pypi.org/project/keyring) (πŸ“₯ 41M / month Β· πŸ“¦ 4.3K Β· ⏱️ 12.11.2023): ``` pip install keyring ``` @@ -1536,7 +1536,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/wbond/asn1crypto ``` -- [PyPi](https://pypi.org/project/asn1crypto) (πŸ“₯ 62M / month Β· πŸ“¦ 7.1K Β· ⏱️ 15.03.2022): +- [PyPi](https://pypi.org/project/asn1crypto) (πŸ“₯ 61M / month Β· πŸ“¦ 7.1K Β· ⏱️ 15.03.2022): ``` pip install asn1crypto ``` @@ -1567,14 +1567,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
ansible (πŸ₯‡47 Β· ⭐ 60K Β· πŸ“‰) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0 +
ansible (πŸ₯‡47 Β· ⭐ 60K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0 -- [GitHub](https://github.com/ansible/ansible) (πŸ‘¨β€πŸ’» 6.8K Β· πŸ”€ 24K Β· πŸ“¦ 31K Β· πŸ“‹ 32K - 2% open Β· ⏱️ 18.12.2023): +- [GitHub](https://github.com/ansible/ansible) (πŸ‘¨β€πŸ’» 6.8K Β· πŸ”€ 24K Β· πŸ“¦ 32K Β· πŸ“‹ 32K - 2% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/ansible/ansible ``` -- [PyPi](https://pypi.org/project/ansible) (πŸ“₯ 4.7M / month Β· πŸ“¦ 4.1K Β· ⏱️ 06.12.2023): +- [PyPi](https://pypi.org/project/ansible) (πŸ“₯ 4.5M / month Β· πŸ“¦ 4.1K Β· ⏱️ 06.12.2023): ``` pip install ansible ``` @@ -1585,87 +1585,87 @@ _General-purpose data containers as well as utilities & extensions for pandas._
awscli (πŸ₯‡44 Β· ⭐ 15K) - Universal Command Line Interface for Amazon Web Services. Apache-2 -- [GitHub](https://github.com/aws/aws-cli) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 4K Β· πŸ“₯ 1.6K Β· πŸ“¦ 3 Β· πŸ“‹ 4.6K - 12% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/aws/aws-cli) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 4K Β· πŸ“₯ 1.6K Β· πŸ“¦ 3 Β· πŸ“‹ 4.6K - 12% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/aws/aws-cli ``` -- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 140M / month Β· πŸ“¦ 3.1K Β· ⏱️ 20.12.2023): +- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 140M / month Β· πŸ“¦ 3.1K Β· ⏱️ 27.12.2023): ``` pip install awscli ``` -- [Conda](https://anaconda.org/conda-forge/awscli) (πŸ“₯ 22M Β· ⏱️ 21.12.2023): +- [Conda](https://anaconda.org/conda-forge/awscli) (πŸ“₯ 22M Β· ⏱️ 28.12.2023): ``` conda install -c conda-forge awscli ```
botocore (πŸ₯‡44 Β· ⭐ 1.4K) - The low-level, core functionality of boto3 and the AWS CLI. Apache-2 -- [GitHub](https://github.com/boto/botocore) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1K Β· πŸ“¦ 300K Β· πŸ“‹ 1.1K - 13% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/boto/botocore) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1K Β· πŸ“¦ 300K Β· πŸ“‹ 1.1K - 13% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/boto/botocore ``` -- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 380M / month Β· πŸ“¦ 8.6K Β· ⏱️ 20.12.2023): +- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 370M / month Β· πŸ“¦ 8.6K Β· ⏱️ 27.12.2023): ``` pip install botocore ``` -- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 25M Β· ⏱️ 21.12.2023): +- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 25M Β· ⏱️ 28.12.2023): ``` conda install -c conda-forge botocore ```
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pulumi (πŸ₯ˆ42 Β· ⭐ 18K) - Pulumi - Infrastructure as Code in any programming language. Build.. Apache-2 +
docker (πŸ₯ˆ43 Β· ⭐ 6.5K Β· πŸ“ˆ) - A Python library for the Docker Engine API. Apache-2 -- [GitHub](https://github.com/pulumi/pulumi) (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 1K Β· πŸ“₯ 1.8M Β· πŸ“¦ 7K Β· πŸ“‹ 6.9K - 30% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/docker/docker-py) (πŸ‘¨β€πŸ’» 450 Β· πŸ”€ 1.7K Β· πŸ“₯ 760 Β· πŸ“¦ 73K Β· πŸ“‹ 1.7K - 26% open Β· ⏱️ 20.12.2023): ``` - git clone https://github.com/pulumi/pulumi + git clone https://github.com/docker/docker-py ``` -- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 1.1M / month Β· πŸ“¦ 170 Β· ⏱️ 21.12.2023): +- [PyPi](https://pypi.org/project/docker) (πŸ“₯ 36M / month Β· πŸ“¦ 4K Β· ⏱️ 08.12.2023): ``` - pip install pulumi + pip install docker ``` -- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (πŸ“₯ 2M / month Β· πŸ“¦ 930 Β· ⏱️ 21.12.2023): +- [Conda](https://anaconda.org/conda-forge/docker-py) (πŸ“₯ 3.9M Β· ⏱️ 09.12.2023): ``` - npm install @pulumi/pulumi + conda install -c conda-forge docker-py ```
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paramiko (πŸ₯ˆ42 Β· ⭐ 8.6K Β· πŸ“ˆ) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 +
pulumi (πŸ₯ˆ42 Β· ⭐ 19K) - Pulumi - Infrastructure as Code in any programming language. Build.. Apache-2 -- [GitHub](https://github.com/paramiko/paramiko) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 2K Β· πŸ“¦ 88K Β· πŸ“‹ 1.8K - 56% open Β· ⏱️ 18.12.2023): +- [GitHub](https://github.com/pulumi/pulumi) (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 1K Β· πŸ“₯ 1.8M Β· πŸ“¦ 7K Β· πŸ“‹ 6.8K - 29% open Β· ⏱️ 27.12.2023): ``` - git clone https://github.com/paramiko/paramiko + git clone https://github.com/pulumi/pulumi ``` -- [PyPi](https://pypi.org/project/paramiko) (πŸ“₯ 47M / month Β· πŸ“¦ 13K Β· ⏱️ 18.12.2023): +- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 1M / month Β· πŸ“¦ 170 Β· ⏱️ 21.12.2023): ``` - pip install paramiko + pip install pulumi ``` -- [Conda](https://anaconda.org/conda-forge/paramiko) (πŸ“₯ 4.1M Β· ⏱️ 19.12.2023): +- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (πŸ“₯ 1.9M / month Β· πŸ“¦ 930 Β· ⏱️ 21.12.2023): ``` - conda install -c conda-forge paramiko + npm install @pulumi/pulumi ```
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docker (πŸ₯ˆ42 Β· ⭐ 6.5K) - A Python library for the Docker Engine API. Apache-2 +
paramiko (πŸ₯ˆ42 Β· ⭐ 8.6K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 -- [GitHub](https://github.com/docker/docker-py) (πŸ‘¨β€πŸ’» 450 Β· πŸ”€ 1.7K Β· πŸ“₯ 750 Β· πŸ“¦ 73K Β· πŸ“‹ 1.7K - 26% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/paramiko/paramiko) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 2K Β· πŸ“¦ 88K Β· πŸ“‹ 1.8K - 56% open Β· ⏱️ 18.12.2023): ``` - git clone https://github.com/docker/docker-py + git clone https://github.com/paramiko/paramiko ``` -- [PyPi](https://pypi.org/project/docker) (πŸ“₯ 36M / month Β· πŸ“¦ 4K Β· ⏱️ 08.12.2023): +- [PyPi](https://pypi.org/project/paramiko) (πŸ“₯ 47M / month Β· πŸ“¦ 13K Β· ⏱️ 18.12.2023): ``` - pip install docker + pip install paramiko ``` -- [Conda](https://anaconda.org/conda-forge/docker-py) (πŸ“₯ 3.9M Β· ⏱️ 09.12.2023): +- [Conda](https://anaconda.org/conda-forge/paramiko) (πŸ“₯ 4.1M Β· ⏱️ 19.12.2023): ``` - conda install -c conda-forge docker-py + conda install -c conda-forge paramiko ```
docker-compose (πŸ₯ˆ40 Β· ⭐ 31K) - Define and run multi-container applications with Docker. Apache-2 -- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 520 Β· πŸ”€ 5.1K Β· πŸ“₯ 88M Β· πŸ“¦ 330 Β· πŸ“‹ 7.2K - 2% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 520 Β· πŸ”€ 5.1K Β· πŸ“₯ 89M Β· πŸ“¦ 340 Β· πŸ“‹ 7.2K - 2% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/docker/compose @@ -1686,7 +1686,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/kubernetes-client/python ``` -- [PyPi](https://pypi.org/project/kubernetes) (πŸ“₯ 18M / month Β· πŸ“¦ 1.5K Β· ⏱️ 18.12.2023): +- [PyPi](https://pypi.org/project/kubernetes) (πŸ“₯ 19M / month Β· πŸ“¦ 1.5K Β· ⏱️ 18.12.2023): ``` pip install kubernetes ``` @@ -1697,12 +1697,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
netmiko (πŸ₯ˆ38 Β· ⭐ 3.3K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT -- [GitHub](https://github.com/ktbyers/netmiko) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 1.2K Β· πŸ“¦ 4K Β· πŸ“‹ 2K - 9% open Β· ⏱️ 25.11.2023): +- [GitHub](https://github.com/ktbyers/netmiko) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 1.2K Β· πŸ“¦ 4.1K Β· πŸ“‹ 2K - 9% open Β· ⏱️ 25.11.2023): ``` git clone https://github.com/ktbyers/netmiko ``` -- [PyPi](https://pypi.org/project/netmiko) (πŸ“₯ 210K / month Β· πŸ“¦ 260 Β· ⏱️ 17.11.2023): +- [PyPi](https://pypi.org/project/netmiko) (πŸ“₯ 190K / month Β· πŸ“¦ 260 Β· ⏱️ 17.11.2023): ``` pip install netmiko ``` @@ -1714,11 +1714,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/fabric/fabric ``` -- [PyPi](https://pypi.org/project/fabric) (πŸ“₯ 4.9M / month Β· πŸ“¦ 140 Β· ⏱️ 31.08.2023): +- [PyPi](https://pypi.org/project/fabric) (πŸ“₯ 4.6M / month Β· πŸ“¦ 140 Β· ⏱️ 31.08.2023): ``` pip install fabric ``` -- [Conda](https://anaconda.org/conda-forge/fabric) (πŸ“₯ 79K Β· ⏱️ 31.08.2023): +- [Conda](https://anaconda.org/conda-forge/fabric) (πŸ“₯ 80K Β· ⏱️ 31.08.2023): ``` conda install -c conda-forge fabric ``` @@ -1741,12 +1741,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
plumbum (πŸ₯‰34 Β· ⭐ 2.7K) - Plumbum: Shell Combinators. MIT -- [GitHub](https://github.com/tomerfiliba/plumbum) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 180 Β· πŸ“¦ 5.5K Β· πŸ“‹ 350 - 36% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/tomerfiliba/plumbum) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 180 Β· πŸ“¦ 5.6K Β· πŸ“‹ 350 - 36% open Β· ⏱️ 21.12.2023): ``` git clone https://github.com/tomerfiliba/plumbum ``` -- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 2.5M / month Β· πŸ“¦ 470 Β· ⏱️ 30.05.2023): +- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 2.4M / month Β· πŸ“¦ 470 Β· ⏱️ 30.05.2023): ``` pip install plumbum ``` @@ -1755,9 +1755,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge plumbum ```
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sshtunnel (πŸ₯‰32 Β· ⭐ 1.1K Β· πŸ’€) - SSH tunnels to remote server. MIT +
sshtunnel (πŸ₯‰32 Β· ⭐ 1.2K Β· πŸ’€) - SSH tunnels to remote server. MIT -- [GitHub](https://github.com/pahaz/sshtunnel) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 180 Β· πŸ“¦ 6.3K Β· πŸ“‹ 200 - 30% open Β· ⏱️ 14.05.2023): +- [GitHub](https://github.com/pahaz/sshtunnel) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 180 Β· πŸ“¦ 6.4K Β· πŸ“‹ 200 - 30% open Β· ⏱️ 14.05.2023): ``` git clone https://github.com/pahaz/sshtunnel @@ -1778,7 +1778,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/Fizzadar/pyinfra ``` -- [PyPi](https://pypi.org/project/pyinfra) (πŸ“₯ 34K / month Β· πŸ“¦ 12 Β· ⏱️ 14.10.2023): +- [PyPi](https://pypi.org/project/pyinfra) (πŸ“₯ 36K / month Β· πŸ“¦ 12 Β· ⏱️ 14.10.2023): ``` pip install pyinfra ``` @@ -1805,7 +1805,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ - fabtools (πŸ₯‰25 Β· ⭐ 1.3K Β· πŸ’€) - Tools for writing awesome Fabric files. BSD-2 - storm (πŸ₯‰24 Β· ⭐ 3.9K Β· πŸ’€) - Manage your SSH like a boss. MIT - wssh (πŸ₯‰17 Β· ⭐ 1.4K Β· πŸ’€) - SSH to WebSockets Bridge. MIT -- Grai (πŸ₯‰15 Β· ⭐ 240) - Platform to programmatically manage, test, and debug data.. ❗️MulanPSL-2.0 +- Grai (πŸ₯‰15 Β· ⭐ 250) - Platform to programmatically manage, test, and debug data.. ❗️MulanPSL-2.0

@@ -1813,7 +1813,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
pexpect (πŸ₯‡39 Β· ⭐ 2.5K) - A Python module for controlling interactive programs in a pseudo-terminal. ISC +
pexpect (πŸ₯‡38 Β· ⭐ 2.5K 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”€ 460 Β· πŸ“₯ 4.4K Β· πŸ“¦ 340K Β· πŸ“‹ 510 - 35% open Β· ⏱️ 25.11.2023): @@ -1852,7 +1852,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/amoffat/sh ``` -- [PyPi](https://pypi.org/project/sh) (πŸ“₯ 5.3M / month Β· πŸ“¦ 2.6K Β· ⏱️ 10.08.2023): +- [PyPi](https://pypi.org/project/sh) (πŸ“₯ 5.1M / month Β· πŸ“¦ 2.6K Β· ⏱️ 10.08.2023): ``` pip install sh ``` @@ -1868,7 +1868,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pexpect/ptyprocess ``` -- [PyPi](https://pypi.org/project/ptyprocess) (πŸ“₯ 40M / month Β· πŸ“¦ 13K Β· ⏱️ 28.12.2020): +- [PyPi](https://pypi.org/project/ptyprocess) (πŸ“₯ 38M / month Β· πŸ“¦ 13K Β· ⏱️ 28.12.2020): ``` pip install ptyprocess ``` @@ -1883,14 +1883,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
uvloop (πŸ₯‡39 Β· ⭐ 9.7K) - Ultra fast asyncio event loop. Apache-2 +
uvloop (πŸ₯‡39 Β· ⭐ 9.8K) - Ultra fast asyncio event loop. Apache-2 - [GitHub](https://github.com/MagicStack/uvloop) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 570 Β· πŸ“₯ 430 Β· πŸ“¦ 110K Β· πŸ“‹ 340 - 25% open Β· ⏱️ 22.10.2023): ``` git clone https://github.com/MagicStack/uvloop ``` -- [PyPi](https://pypi.org/project/uvloop) (πŸ“₯ 9.9M / month Β· πŸ“¦ 1.9K Β· ⏱️ 22.10.2023): +- [PyPi](https://pypi.org/project/uvloop) (πŸ“₯ 9.5M / month Β· πŸ“¦ 1.9K Β· ⏱️ 22.10.2023): ``` pip install uvloop ``` @@ -1901,28 +1901,28 @@ _General-purpose data containers as well as utilities & extensions for pandas._
greenlet (πŸ₯ˆ38 Β· ⭐ 1.6K) - Lightweight in-process concurrent programming. MIT -- [GitHub](https://github.com/python-greenlet/greenlet) (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 230 Β· πŸ“¦ 320K Β· πŸ“‹ 240 - 10% open Β· ⏱️ 08.12.2023): +- [GitHub](https://github.com/python-greenlet/greenlet) (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 230 Β· πŸ“¦ 320K Β· πŸ“‹ 240 - 8% open Β· ⏱️ 21.12.2023): ``` git clone https://github.com/python-greenlet/greenlet ``` -- [PyPi](https://pypi.org/project/greenlet) (πŸ“₯ 90M / month Β· πŸ“¦ 10K Β· ⏱️ 08.12.2023): +- [PyPi](https://pypi.org/project/greenlet) (πŸ“₯ 88M / month Β· πŸ“¦ 10K Β· ⏱️ 21.12.2023): ``` pip install greenlet ``` -- [Conda](https://anaconda.org/conda-forge/greenlet) (πŸ“₯ 8.6M Β· ⏱️ 08.12.2023): +- [Conda](https://anaconda.org/conda-forge/greenlet) (πŸ“₯ 8.6M Β· ⏱️ 21.12.2023): ``` conda install -c conda-forge greenlet ```
anyio (πŸ₯ˆ37 Β· ⭐ 1.5K) - High level asynchronous concurrency and networking framework that works on.. MIT -- [GitHub](https://github.com/agronholm/anyio) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 110 Β· πŸ“¦ 210K Β· πŸ“‹ 330 - 17% open Β· ⏱️ 18.12.2023): +- [GitHub](https://github.com/agronholm/anyio) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 110 Β· πŸ“¦ 220K Β· πŸ“‹ 330 - 17% open Β· ⏱️ 25.12.2023): ``` git clone https://github.com/agronholm/anyio ``` -- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 66M / month Β· πŸ“¦ 710 Β· ⏱️ 16.12.2023): +- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 77M / month Β· πŸ“¦ 710 Β· ⏱️ 16.12.2023): ``` pip install anyio ``` @@ -1938,11 +1938,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/tiangolo/asyncer ``` -- [PyPi](https://pypi.org/project/asyncer) (πŸ“₯ 93K / month Β· πŸ“¦ 17 Β· ⏱️ 04.11.2022): +- [PyPi](https://pypi.org/project/asyncer) (πŸ“₯ 88K / month Β· πŸ“¦ 17 Β· ⏱️ 04.11.2022): ``` pip install asyncer ``` -- [Conda](https://anaconda.org/conda-forge/asyncer) (πŸ“₯ 6.3K Β· ⏱️ 18.06.2023): +- [Conda](https://anaconda.org/conda-forge/asyncer) (πŸ“₯ 6.4K Β· ⏱️ 18.06.2023): ``` conda install -c conda-forge asyncer ``` @@ -1954,7 +1954,7 @@ _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“₯ 13K / month Β· πŸ“¦ 38 Β· ⏱️ 21.11.2023): +- [PyPi](https://pypi.org/project/aiomisc) (πŸ“₯ 12K / month Β· πŸ“¦ 38 Β· ⏱️ 21.11.2023): ``` pip install aiomisc ``` @@ -1977,7 +1977,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/ipython/traitlets ``` -- [PyPi](https://pypi.org/project/traitlets) (πŸ“₯ 35M / month Β· πŸ“¦ 15K Β· ⏱️ 27.11.2023): +- [PyPi](https://pypi.org/project/traitlets) (πŸ“₯ 33M / month Β· πŸ“¦ 15K Β· ⏱️ 27.11.2023): ``` pip install traitlets ``` @@ -1988,12 +1988,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
python-dotenv (πŸ₯ˆ37 Β· ⭐ 6.7K) - Reads key-value pairs from a .env file and can set them as.. BSD-3 -- [GitHub](https://github.com/theskumar/python-dotenv) (πŸ‘¨β€πŸ’» 93 Β· πŸ”€ 370 Β· πŸ“¦ 630K Β· πŸ“‹ 270 - 14% open Β· ⏱️ 07.07.2023): +- [GitHub](https://github.com/theskumar/python-dotenv) (πŸ‘¨β€πŸ’» 93 Β· πŸ”€ 370 Β· πŸ“¦ 640K Β· πŸ“‹ 270 - 14% open Β· ⏱️ 07.07.2023): ``` git clone https://github.com/theskumar/python-dotenv ``` -- [PyPi](https://pypi.org/project/python-dotenv) (πŸ“₯ 35M / month Β· πŸ“¦ 9.5K Β· ⏱️ 24.02.2023): +- [PyPi](https://pypi.org/project/python-dotenv) (πŸ“₯ 34M / month Β· πŸ“¦ 9.6K Β· ⏱️ 24.02.2023): ``` pip install python-dotenv ``` @@ -2004,12 +2004,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Dynaconf (πŸ₯ˆ34 Β· ⭐ 3.4K) - Configuration Management for Python. MIT -- [GitHub](https://github.com/dynaconf/dynaconf) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 320 Β· πŸ“¦ 7.6K Β· πŸ“‹ 480 - 22% open Β· ⏱️ 19.12.2023): +- [GitHub](https://github.com/dynaconf/dynaconf) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 320 Β· πŸ“¦ 7.7K Β· πŸ“‹ 480 - 22% open Β· ⏱️ 19.12.2023): ``` git clone https://github.com/rochacbruno/dynaconf ``` -- [PyPi](https://pypi.org/project/dynaconf) (πŸ“₯ 1.9M / month Β· πŸ“¦ 280 Β· ⏱️ 31.10.2023): +- [PyPi](https://pypi.org/project/dynaconf) (πŸ“₯ 1.8M / month Β· πŸ“¦ 290 Β· ⏱️ 31.10.2023): ``` pip install dynaconf ``` @@ -2036,12 +2036,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
omegaconf (πŸ₯ˆ32 Β· ⭐ 1.7K) - Flexible Python configuration system. The last one you will ever need. BSD-3 -- [GitHub](https://github.com/omry/omegaconf) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 90 Β· πŸ“¦ 22K Β· πŸ“‹ 540 - 18% open Β· ⏱️ 18.11.2023): +- [GitHub](https://github.com/omry/omegaconf) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 90 Β· πŸ“¦ 23K Β· πŸ“‹ 540 - 18% open Β· ⏱️ 18.11.2023): ``` git clone https://github.com/omry/omegaconf ``` -- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 6.2M / month Β· πŸ“¦ 440 Β· ⏱️ 29.11.2023): +- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 6.1M / month Β· πŸ“¦ 440 Β· ⏱️ 29.11.2023): ``` pip install omegaconf ``` @@ -2052,12 +2052,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
hydra (πŸ₯‰31 Β· ⭐ 7.8K) - Hydra is a framework for elegantly configuring complex applications. MIT -- [GitHub](https://github.com/facebookresearch/hydra) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 600 Β· πŸ“¦ 18K Β· πŸ“‹ 1.3K - 16% open Β· ⏱️ 30.11.2023): +- [GitHub](https://github.com/facebookresearch/hydra) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 600 Β· πŸ“¦ 19K Β· πŸ“‹ 1.3K - 17% open Β· ⏱️ 30.11.2023): ``` git clone https://github.com/facebookresearch/hydra ``` -- [PyPi](https://pypi.org/project/hydra) (πŸ“₯ 11K / month Β· πŸ“¦ 9 Β· ⏱️ 03.08.2016): +- [PyPi](https://pypi.org/project/hydra) (πŸ“₯ 10K / month Β· πŸ“¦ 9 Β· ⏱️ 03.08.2016): ``` pip install hydra ``` @@ -2068,7 +2068,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
configobj (πŸ₯‰29 Β· ⭐ 300 Β· πŸ’€) - Python 3+ compatible port of the configobj library. BSD-3 -- [GitHub](https://github.com/DiffSK/configobj) (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 72 Β· πŸ“₯ 360 Β· πŸ“¦ 32K Β· πŸ“‹ 170 - 42% open Β· ⏱️ 18.01.2023): +- [GitHub](https://github.com/DiffSK/configobj) (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 72 Β· πŸ“₯ 380 Β· πŸ“¦ 32K Β· πŸ“‹ 170 - 42% open Β· ⏱️ 18.01.2023): ``` git clone https://github.com/DiffSK/configobj @@ -2100,12 +2100,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
everett (πŸ₯‰26 Β· ⭐ 140) - configuration library for python projects. MPL-2.0 -- [GitHub](https://github.com/willkg/everett) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 32 Β· πŸ“¦ 1K Β· πŸ“‹ 83 - 3% open Β· ⏱️ 06.11.2023): +- [GitHub](https://github.com/willkg/everett) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 32 Β· πŸ“¦ 1K Β· πŸ“‹ 84 - 3% open Β· ⏱️ 28.12.2023): ``` git clone https://github.com/willkg/everett ``` -- [PyPi](https://pypi.org/project/everett) (πŸ“₯ 120K / month Β· πŸ“¦ 45 Β· ⏱️ 06.11.2023): +- [PyPi](https://pypi.org/project/everett) (πŸ“₯ 110K / month Β· πŸ“¦ 45 Β· ⏱️ 06.11.2023): ``` pip install everett ``` @@ -2122,12 +2122,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
click (πŸ₯‡45 Β· ⭐ 15K) - Python composable command line interface toolkit. BSD-3 -- [GitHub](https://github.com/pallets/click) (πŸ‘¨β€πŸ’» 370 Β· πŸ”€ 1.4K Β· πŸ“₯ 190 Β· πŸ“¦ 1.5M Β· πŸ“‹ 1.5K - 7% open Β· ⏱️ 01.09.2023): +- [GitHub](https://github.com/pallets/click) (πŸ‘¨β€πŸ’» 370 Β· πŸ”€ 1.4K Β· πŸ“₯ 200 Β· πŸ“¦ 1.5M Β· πŸ“‹ 1.5K - 7% open Β· ⏱️ 01.09.2023): ``` git clone https://github.com/pallets/click ``` -- [PyPi](https://pypi.org/project/click) (πŸ“₯ 170M / month Β· πŸ“¦ 76K Β· ⏱️ 17.08.2023): +- [PyPi](https://pypi.org/project/click) (πŸ“₯ 160M / month Β· πŸ“¦ 76K Β· ⏱️ 17.08.2023): ``` pip install click ``` @@ -2143,11 +2143,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/Textualize/rich ``` -- [PyPi](https://pypi.org/project/rich) (πŸ“₯ 38M / month Β· πŸ“¦ 5.7K Β· ⏱️ 15.11.2023): +- [PyPi](https://pypi.org/project/rich) (πŸ“₯ 37M / month Β· πŸ“¦ 5.7K Β· ⏱️ 15.11.2023): ``` pip install rich ``` -- [Conda](https://anaconda.org/conda-forge/rich) (πŸ“₯ 5.8M Β· ⏱️ 16.11.2023): +- [Conda](https://anaconda.org/conda-forge/rich) (πŸ“₯ 5.9M Β· ⏱️ 16.11.2023): ``` conda install -c conda-forge rich ``` @@ -2159,7 +2159,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/prompt-toolkit/python-prompt-toolkit ``` -- [PyPi](https://pypi.org/project/prompt_toolkit) (πŸ“₯ 39M / month Β· πŸ“¦ 1.7K Β· ⏱️ 13.12.2023): +- [PyPi](https://pypi.org/project/prompt_toolkit) (πŸ“₯ 37M / month Β· πŸ“¦ 1.7K Β· ⏱️ 13.12.2023): ``` pip install prompt_toolkit ``` @@ -2175,7 +2175,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/google/python-fire ``` -- [PyPi](https://pypi.org/project/fire) (πŸ“₯ 6.6M / month Β· πŸ“¦ 1.9K Β· ⏱️ 12.12.2022): +- [PyPi](https://pypi.org/project/fire) (πŸ“₯ 6.2M / month Β· πŸ“¦ 1.9K Β· ⏱️ 12.12.2022): ``` pip install fire ``` @@ -2195,14 +2195,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install colorama ``` -- [Conda](https://anaconda.org/conda-forge/colorama) (πŸ“₯ 27M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/colorama) (πŸ“₯ 28M Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge colorama ```
argcomplete (πŸ₯ˆ35 Β· ⭐ 1.3K) - Python and tab completion, better together. Apache-2 -- [GitHub](https://github.com/kislyuk/argcomplete) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 120 Β· πŸ“₯ 330 Β· πŸ“¦ 48K Β· πŸ“‹ 250 - 19% open Β· ⏱️ 10.12.2023): +- [GitHub](https://github.com/kislyuk/argcomplete) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 120 Β· πŸ“₯ 330 Β· πŸ“¦ 49K Β· πŸ“‹ 250 - 19% open Β· ⏱️ 10.12.2023): ``` git clone https://github.com/kislyuk/argcomplete @@ -2223,7 +2223,7 @@ _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“₯ 28M / month Β· πŸ“¦ 260 Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/cleo) (πŸ“₯ 26M / month Β· πŸ“¦ 260 Β· ⏱️ 30.10.2023): ``` pip install cleo ``` @@ -2232,14 +2232,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge cleo ```
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wcwidth (πŸ₯ˆ35 Β· ⭐ 350) - Python library that measures the width of unicode strings rendered to a.. MIT +
wcwidth (πŸ₯‰34 Β· ⭐ 360) - Python library that measures the width of unicode strings rendered to a.. MIT -- [GitHub](https://github.com/jquast/wcwidth) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 50 Β· πŸ“¦ 480K Β· πŸ“‹ 46 - 17% open Β· ⏱️ 15.12.2023): +- [GitHub](https://github.com/jquast/wcwidth) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 50 Β· πŸ“¦ 490K Β· πŸ“‹ 47 - 19% open Β· ⏱️ 15.12.2023): ``` git clone https://github.com/jquast/wcwidth ``` -- [PyPi](https://pypi.org/project/wcwidth) (πŸ“₯ 54M / month Β· πŸ“¦ 14K Β· ⏱️ 21.11.2023): +- [PyPi](https://pypi.org/project/wcwidth) (πŸ“₯ 51M / month Β· πŸ“¦ 14K Β· ⏱️ 21.11.2023): ``` pip install wcwidth ``` @@ -2250,12 +2250,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Typer (πŸ₯‰33 Β· ⭐ 13K) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT -- [GitHub](https://github.com/tiangolo/typer) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 500 Β· πŸ“¦ 21 Β· πŸ“‹ 380 - 55% open Β· ⏱️ 10.12.2023): +- [GitHub](https://github.com/tiangolo/typer) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 510 Β· πŸ“¦ 21 Β· πŸ“‹ 380 - 55% open Β· ⏱️ 10.12.2023): ``` git clone https://github.com/tiangolo/typer ``` -- [PyPi](https://pypi.org/project/typer) (πŸ“₯ 14M / month Β· πŸ“¦ 2.9K Β· ⏱️ 02.05.2023): +- [PyPi](https://pypi.org/project/typer) (πŸ“₯ 13M / month Β· πŸ“¦ 2.9K Β· ⏱️ 02.05.2023): ``` pip install typer ``` @@ -2264,14 +2264,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge typer ```
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asciimatics (πŸ₯‰33 Β· ⭐ 3.5K) - A cross platform package to do curses-like operations, plus.. Apache-2 +
asciimatics (πŸ₯‰32 Β· ⭐ 3.5K) - A cross platform package to do curses-like operations, plus.. Apache-2 - [GitHub](https://github.com/peterbrittain/asciimatics) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 240 Β· πŸ“¦ 950 Β· πŸ“‹ 300 - 7% open Β· ⏱️ 30.11.2023): ``` git clone https://github.com/peterbrittain/asciimatics ``` -- [PyPi](https://pypi.org/project/asciimatics) (πŸ“₯ 59K / month Β· πŸ“¦ 120 Β· ⏱️ 25.10.2023): +- [PyPi](https://pypi.org/project/asciimatics) (πŸ“₯ 44K / month Β· πŸ“¦ 120 Β· ⏱️ 25.10.2023): ``` pip install asciimatics ``` @@ -2287,11 +2287,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/tmbo/questionary ``` -- [PyPi](https://pypi.org/project/questionary) (πŸ“₯ 1.7M / month Β· πŸ“¦ 400 Β· ⏱️ 08.09.2023): +- [PyPi](https://pypi.org/project/questionary) (πŸ“₯ 1.6M / month Β· πŸ“¦ 400 Β· ⏱️ 08.09.2023): ``` pip install questionary ``` -- [Conda](https://anaconda.org/conda-forge/questionary) (πŸ“₯ 62K Β· ⏱️ 10.09.2023): +- [Conda](https://anaconda.org/conda-forge/questionary) (πŸ“₯ 63K Β· ⏱️ 10.09.2023): ``` conda install -c conda-forge questionary ``` @@ -2303,7 +2303,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/bw2/ConfigArgParse ``` -- [PyPi](https://pypi.org/project/configargparse) (πŸ“₯ 4M / month Β· πŸ“¦ 1.5K Β· ⏱️ 23.07.2023): +- [PyPi](https://pypi.org/project/configargparse) (πŸ“₯ 3.7M / month Β· πŸ“¦ 1.5K Β· ⏱️ 23.07.2023): ``` pip install configargparse ``` @@ -2314,24 +2314,24 @@ _General-purpose data containers as well as utilities & extensions for pandas._
docopt-ng (πŸ₯‰22 Β· ⭐ 140) - Humane command line arguments parser. Now with maintenance, typehints,.. MIT -- [GitHub](https://github.com/jazzband/docopt-ng) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 16 Β· πŸ“¦ 250 Β· πŸ“‹ 30 - 50% open Β· ⏱️ 01.06.2023): +- [GitHub](https://github.com/jazzband/docopt-ng) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 16 Β· πŸ“¦ 260 Β· πŸ“‹ 30 - 50% open Β· ⏱️ 01.06.2023): ``` git clone https://github.com/jazzband/docopt-ng ``` -- [PyPi](https://pypi.org/project/docopt-ng) (πŸ“₯ 100K / month Β· πŸ“¦ 36 Β· ⏱️ 30.05.2023): +- [PyPi](https://pypi.org/project/docopt-ng) (πŸ“₯ 94K / month Β· πŸ“¦ 37 Β· ⏱️ 30.05.2023): ``` pip install docopt-ng ```
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colout (πŸ₯‰19 Β· ⭐ 1.1K) - Color text streams with a polished command line interface. ❗️GPL-3.0 +
colout (πŸ₯‰18 Β· ⭐ 1.1K) - Color text streams with a polished command line interface. ❗️GPL-3.0 - [GitHub](https://github.com/nojhan/colout) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 57 Β· πŸ“¦ 5 Β· πŸ“‹ 72 - 19% open Β· ⏱️ 10.07.2023): ``` git clone https://github.com/nojhan/colout ``` -- [PyPi](https://pypi.org/project/colout) (πŸ“₯ 160 / month Β· ⏱️ 21.06.2020): +- [PyPi](https://pypi.org/project/colout) (πŸ“₯ 130 / month Β· ⏱️ 21.06.2020): ``` pip install colout ``` @@ -2376,12 +2376,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
aiocache (πŸ₯ˆ30 Β· ⭐ 960) - Asyncio cache manager for redis, memcached and memory. BSD-3 -- [GitHub](https://github.com/aio-libs/aiocache) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 140 Β· πŸ“₯ 15 Β· πŸ“¦ 2K Β· πŸ“‹ 290 - 12% open Β· ⏱️ 12.12.2023): +- [GitHub](https://github.com/aio-libs/aiocache) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 140 Β· πŸ“₯ 15 Β· πŸ“¦ 2K Β· πŸ“‹ 290 - 12% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/aio-libs/aiocache ``` -- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 360K / month Β· πŸ“¦ 130 Β· ⏱️ 06.08.2023): +- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 340K / month Β· πŸ“¦ 130 Β· ⏱️ 06.08.2023): ``` pip install aiocache ``` @@ -2393,7 +2393,7 @@ _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“₯ 180K / month Β· πŸ“¦ 2.4K Β· ⏱️ 30.08.2022): +- [PyPi](https://pypi.org/project/pylibmc) (πŸ“₯ 170K / month Β· πŸ“¦ 2.4K Β· ⏱️ 30.08.2022): ``` pip install pylibmc ``` @@ -2409,7 +2409,7 @@ _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“₯ 280K / month Β· πŸ“¦ 1.4K Β· ⏱️ 04.02.2023): +- [PyPi](https://pypi.org/project/beaker) (πŸ“₯ 270K / month Β· πŸ“¦ 1.4K Β· ⏱️ 04.02.2023): ``` pip install beaker ``` @@ -2420,12 +2420,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
cachier (πŸ₯‰24 Β· ⭐ 480) - Persistent, stale-free, local and cross-machine caching for Python.. MIT -- [GitHub](https://github.com/python-cachier/cachier) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 56 Β· πŸ“¦ 430 Β· πŸ“‹ 69 - 23% open Β· ⏱️ 13.12.2023): +- [GitHub](https://github.com/python-cachier/cachier) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 56 Β· πŸ“¦ 430 Β· πŸ“‹ 70 - 24% open Β· ⏱️ 13.12.2023): ``` git clone https://github.com/shaypal5/cachier ``` -- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 34K / month Β· πŸ“¦ 30 Β· ⏱️ 13.12.2023): +- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 32K / month Β· πŸ“¦ 30 Β· ⏱️ 13.12.2023): ``` pip install cachier ``` @@ -2444,12 +2444,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
kivy (πŸ₯‡40 Β· ⭐ 17K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT -- [GitHub](https://github.com/kivy/kivy) (πŸ‘¨β€πŸ’» 600 Β· πŸ”€ 3K Β· πŸ“₯ 35K Β· πŸ“¦ 12K Β· πŸ“‹ 5.2K - 18% open Β· ⏱️ 18.12.2023): +- [GitHub](https://github.com/kivy/kivy) (πŸ‘¨β€πŸ’» 600 Β· πŸ”€ 3.1K Β· πŸ“₯ 35K Β· πŸ“¦ 12K Β· πŸ“‹ 5K - 14% open Β· ⏱️ 28.12.2023): ``` git clone https://github.com/kivy/kivy ``` -- [PyPi](https://pypi.org/project/kivy) (πŸ“₯ 150K / month Β· πŸ“¦ 610 Β· ⏱️ 17.06.2023): +- [PyPi](https://pypi.org/project/kivy) (πŸ“₯ 140K / month Β· πŸ“¦ 610 Β· ⏱️ 28.12.2023): ``` pip install kivy ``` @@ -2465,7 +2465,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/PySimpleGUI/PySimpleGUI ``` -- [PyPi](https://pypi.org/project/pysimplegui) (πŸ“₯ 480K / month Β· πŸ“¦ 340 Β· ⏱️ 21.05.2023): +- [PyPi](https://pypi.org/project/pysimplegui) (πŸ“₯ 490K / month Β· πŸ“¦ 340 Β· ⏱️ 21.05.2023): ``` pip install pysimplegui ``` @@ -2481,35 +2481,35 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/hoffstadt/DearPyGui ``` -- [PyPi](https://pypi.org/project/dearpygui) (πŸ“₯ 56K / month Β· πŸ“¦ 51 Β· ⏱️ 09.10.2023): +- [PyPi](https://pypi.org/project/dearpygui) (πŸ“₯ 50K / month Β· πŸ“¦ 51 Β· ⏱️ 09.10.2023): ``` pip install dearpygui ```
Eel (πŸ₯ˆ31 Β· ⭐ 6K Β· πŸ’€) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT -- [GitHub](https://github.com/python-eel/Eel) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 560 Β· πŸ“¦ 6.5K Β· πŸ“‹ 520 - 34% open Β· ⏱️ 04.03.2023): +- [GitHub](https://github.com/python-eel/Eel) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 560 Β· πŸ“¦ 6.6K Β· πŸ“‹ 520 - 34% open Β· ⏱️ 04.03.2023): ``` git clone https://github.com/ChrisKnott/Eel ``` -- [PyPi](https://pypi.org/project/eel) (πŸ“₯ 70K / month Β· πŸ“¦ 86 Β· ⏱️ 09.12.2022): +- [PyPi](https://pypi.org/project/eel) (πŸ“₯ 67K / month Β· πŸ“¦ 86 Β· ⏱️ 09.12.2022): ``` pip install eel ```
toga (πŸ₯ˆ31 Β· ⭐ 4K) - A Python native, OS native GUI toolkit. BSD-3 -- [GitHub](https://github.com/beeware/toga) (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 670 Β· πŸ“₯ 2.3K Β· πŸ“¦ 2 Β· πŸ“‹ 810 - 17% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/beeware/toga) (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 670 Β· πŸ“₯ 2.3K Β· πŸ“¦ 2 Β· πŸ“‹ 810 - 17% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/beeware/toga ``` -- [PyPi](https://pypi.org/project/toga) (πŸ“₯ 4.2K / month Β· πŸ“¦ 34 Β· ⏱️ 21.12.2023): +- [PyPi](https://pypi.org/project/toga) (πŸ“₯ 4.7K / month Β· πŸ“¦ 34 Β· ⏱️ 21.12.2023): ``` pip install toga ``` -- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 10 / month Β· πŸ“¦ 2 Β· ⏱️ 23.04.2017): +- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 11 / month Β· πŸ“¦ 2 Β· ⏱️ 23.04.2017): ``` npm install @pybee/toga ``` @@ -2531,12 +2531,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Pipeless (πŸ₯‡19 Β· ⭐ 510 Β· 🐣) - An open-source framework to create and deploy computer vision.. Apache-2 -- [GitHub](https://github.com/pipeless-ai/pipeless) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 24 Β· πŸ“₯ 290 Β· πŸ“‹ 20 - 30% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/pipeless-ai/pipeless) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 25 Β· πŸ“₯ 320 Β· πŸ“‹ 20 - 30% open Β· ⏱️ 23.12.2023): ``` git clone https://github.com/pipeless-ai/pipeless ``` -- [PyPi](https://pypi.org/project/pipeless-ai) (πŸ“₯ 160 / month Β· πŸ“¦ 2 Β· ⏱️ 02.11.2023): +- [PyPi](https://pypi.org/project/pipeless-ai) (πŸ“₯ 180 / month Β· πŸ“¦ 2 Β· ⏱️ 02.11.2023): ``` pip install pipeless-ai ``` @@ -2564,11 +2564,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/daviddrysdale/python-phonenumbers ``` -- [PyPi](https://pypi.org/project/phonenumbers) (πŸ“₯ 5.1M / month Β· πŸ“¦ 1.5K Β· ⏱️ 20.12.2023): +- [PyPi](https://pypi.org/project/phonenumbers) (πŸ“₯ 4.9M / month Β· πŸ“¦ 1.5K Β· ⏱️ 20.12.2023): ``` pip install phonenumbers ``` -- [Conda](https://anaconda.org/conda-forge/phonenumbers) (πŸ“₯ 850K Β· ⏱️ 20.12.2023): +- [Conda](https://anaconda.org/conda-forge/phonenumbers) (πŸ“₯ 860K Β· ⏱️ 20.12.2023): ``` conda install -c conda-forge phonenumbers ``` @@ -2580,7 +2580,7 @@ _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“₯ 56M / month Β· πŸ“¦ 39K Β· ⏱️ 01.08.2023): +- [PyPi](https://pypi.org/project/chardet) (πŸ“₯ 53M / month Β· πŸ“¦ 39K Β· ⏱️ 01.08.2023): ``` pip install chardet ``` @@ -2588,7 +2588,7 @@ _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“₯ 90 / month Β· πŸ“¦ 3 Β· ⏱️ 20.08.2017): +- [npm](https://www.npmjs.com/package/@pypi/chardet) (πŸ“₯ 66 / month Β· πŸ“¦ 3 Β· ⏱️ 20.08.2017): ``` npm install @pypi/chardet ``` @@ -2600,7 +2600,7 @@ _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“₯ 3.1M / month Β· πŸ“¦ 1.5K Β· ⏱️ 05.12.2023): +- [PyPi](https://pypi.org/project/emoji) (πŸ“₯ 2.9M / month Β· πŸ“¦ 1.5K Β· ⏱️ 05.12.2023): ``` pip install emoji ``` @@ -2609,36 +2609,36 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge emoji ```
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python-slugify (πŸ₯ˆ30 Β· ⭐ 1.4K) - Returns unicode slugs. MIT +
inflect (πŸ₯ˆ31 Β· ⭐ 890) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT -- [GitHub](https://github.com/un33k/python-slugify) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 100 Β· πŸ“‹ 70 - 4% open Β· ⏱️ 25.10.2023): +- [GitHub](https://github.com/jaraco/inflect) (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 100 Β· πŸ“‹ 110 - 25% open Β· ⏱️ 26.12.2023): ``` - git clone https://github.com/un33k/python-slugify + git clone https://github.com/jaraco/inflect ``` -- [PyPi](https://pypi.org/project/python-slugify) (πŸ“₯ 13M / month Β· πŸ“¦ 2.9K Β· ⏱️ 24.02.2023): +- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 4.7M / month Β· πŸ“¦ 1K Β· ⏱️ 04.07.2023): ``` - pip install python-slugify + pip install inflect ``` -- [Conda](https://anaconda.org/conda-forge/python-slugify) (πŸ“₯ 1.9M Β· ⏱️ 09.09.2023): +- [Conda](https://anaconda.org/conda-forge/inflect) (πŸ“₯ 360K Β· ⏱️ 04.07.2023): ``` - conda install -c conda-forge python-slugify + conda install -c conda-forge inflect ```
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inflect (πŸ₯ˆ30 Β· ⭐ 880) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT +
python-slugify (πŸ₯‰30 Β· ⭐ 1.4K) - Returns unicode slugs. MIT -- [GitHub](https://github.com/jaraco/inflect) (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 100 Β· πŸ“‹ 110 - 24% open Β· ⏱️ 05.12.2023): +- [GitHub](https://github.com/un33k/python-slugify) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 100 Β· πŸ“‹ 70 - 4% open Β· ⏱️ 25.10.2023): ``` - git clone https://github.com/jaraco/inflect + git clone https://github.com/un33k/python-slugify ``` -- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 5M / month Β· πŸ“¦ 1K Β· ⏱️ 04.07.2023): +- [PyPi](https://pypi.org/project/python-slugify) (πŸ“₯ 12M / month Β· πŸ“¦ 2.9K Β· ⏱️ 24.02.2023): ``` - pip install inflect + pip install python-slugify ``` -- [Conda](https://anaconda.org/conda-forge/inflect) (πŸ“₯ 360K Β· ⏱️ 04.07.2023): +- [Conda](https://anaconda.org/conda-forge/python-slugify) (πŸ“₯ 1.9M Β· ⏱️ 09.09.2023): ``` - conda install -c conda-forge inflect + conda install -c conda-forge python-slugify ```
pyahocorasick (πŸ₯‰27 Β· ⭐ 850 Β· πŸ’€) - Python module (C extension and plain python) implementing.. BSD-3 @@ -2648,7 +2648,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/WojciechMula/pyahocorasick ``` -- [PyPi](https://pypi.org/project/pyahocorasick) (πŸ“₯ 590K / month Β· πŸ“¦ 120 Β· ⏱️ 14.01.2023): +- [PyPi](https://pypi.org/project/pyahocorasick) (πŸ“₯ 570K / month Β· πŸ“¦ 120 Β· ⏱️ 14.01.2023): ``` pip install pyahocorasick ``` @@ -2657,14 +2657,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pyahocorasick ```
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price-parser (πŸ₯‰21 Β· ⭐ 280) - Extract price amount and currency symbol from a raw text string. BSD-3 +
price-parser (πŸ₯‰21 Β· ⭐ 290) - Extract price amount and currency symbol from a raw text string. BSD-3 -- [GitHub](https://github.com/scrapinghub/price-parser) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 47 Β· πŸ“¦ 400 Β· πŸ“‹ 36 - 69% open Β· ⏱️ 17.10.2023): +- [GitHub](https://github.com/scrapinghub/price-parser) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 48 Β· πŸ“¦ 400 Β· πŸ“‹ 36 - 69% open Β· ⏱️ 17.10.2023): ``` git clone https://github.com/scrapinghub/price-parser ``` -- [PyPi](https://pypi.org/project/price-parser) (πŸ“₯ 64K / month Β· πŸ“¦ 15 Β· ⏱️ 25.11.2020): +- [PyPi](https://pypi.org/project/price-parser) (πŸ“₯ 62K / month Β· πŸ“¦ 15 Β· ⏱️ 25.11.2020): ``` pip install price-parser ``` @@ -2676,7 +2676,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/alexanderlukanin13/coolname ``` -- [PyPi](https://pypi.org/project/coolname) (πŸ“₯ 430K / month Β· πŸ“¦ 60 Β· ⏱️ 09.01.2023): +- [PyPi](https://pypi.org/project/coolname) (πŸ“₯ 390K / month Β· πŸ“¦ 60 Β· ⏱️ 09.01.2023): ``` pip install coolname ``` @@ -2709,23 +2709,23 @@ _Libraries for connecting to, operating, and querying databases._
boto3 (πŸ₯‡48 Β· ⭐ 8.5K) - AWS SDK for Python. Apache-2 -- [GitHub](https://github.com/boto/boto3) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.9K Β· πŸ“¦ 390K Β· πŸ“‹ 3.1K - 5% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/boto/boto3) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.9K Β· πŸ“¦ 390K Β· πŸ“‹ 3.1K - 5% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/boto/boto3 ``` -- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 840M / month Β· πŸ“¦ 18K Β· ⏱️ 20.12.2023): +- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 850M / month Β· πŸ“¦ 18K Β· ⏱️ 27.12.2023): ``` pip install boto3 ``` -- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 18M Β· ⏱️ 20.12.2023): +- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 18M Β· ⏱️ 28.12.2023): ``` conda install -c conda-forge boto3 ```
SQLAlchemy (πŸ₯‡45 Β· ⭐ 8.2K) - The Database Toolkit for Python. MIT -- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (πŸ‘¨β€πŸ’» 670 Β· πŸ”€ 1.3K Β· πŸ“₯ 48K Β· πŸ“¦ 690K Β· πŸ“‹ 7.6K - 2% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (πŸ‘¨β€πŸ’» 670 Β· πŸ”€ 1.3K Β· πŸ“₯ 48K Β· πŸ“¦ 690K Β· πŸ“‹ 7.6K - 2% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/sqlalchemy/sqlalchemy @@ -2746,7 +2746,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/redis/redis-py ``` -- [PyPi](https://pypi.org/project/redis) (πŸ“₯ 38M / month Β· πŸ“¦ 28K Β· ⏱️ 16.11.2023): +- [PyPi](https://pypi.org/project/redis) (πŸ“₯ 36M / month Β· πŸ“¦ 28K Β· ⏱️ 16.11.2023): ``` pip install redis ``` @@ -2773,7 +2773,7 @@ _Libraries for connecting to, operating, and querying databases._
azure-storage-blob (πŸ₯‡42 Β· ⭐ 4K) - This repository is for active development of the Azure SDK.. MIT -- [GitHub](https://github.com/Azure/azure-sdk-for-python) (πŸ‘¨β€πŸ’» 670 Β· πŸ”€ 2.6K Β· πŸ“¦ 2.4K Β· πŸ“‹ 9.1K - 13% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/Azure/azure-sdk-for-python) (πŸ‘¨β€πŸ’» 670 Β· πŸ”€ 2.6K Β· πŸ“¦ 2.4K Β· πŸ“‹ 9.1K - 13% open Β· ⏱️ 26.12.2023): ``` git clone https://github.com/Azure/azure-sdk-for-python @@ -2789,7 +2789,7 @@ _Libraries for connecting to, operating, and querying databases._
peewee (πŸ₯‡41 Β· ⭐ 11K) - a small, expressive orm -- supports postgresql, mysql, sqlite and.. MIT -- [GitHub](https://github.com/coleifer/peewee) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.4K Β· πŸ“¦ 25K Β· πŸ“‹ 2.3K - 0% open Β· ⏱️ 12.12.2023): +- [GitHub](https://github.com/coleifer/peewee) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.4K Β· πŸ“¦ 25K Β· πŸ“‹ 2.3K - 0% open Β· ⏱️ 26.12.2023): ``` git clone https://github.com/coleifer/peewee @@ -2798,7 +2798,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install peewee ``` -- [Conda](https://anaconda.org/conda-forge/peewee) (πŸ“₯ 580K Β· ⏱️ 13.10.2023): +- [Conda](https://anaconda.org/conda-forge/peewee) (πŸ“₯ 590K Β· ⏱️ 13.10.2023): ``` conda install -c conda-forge peewee ``` @@ -2810,7 +2810,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/PyMySQL/PyMySQL ``` -- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 39M / month Β· πŸ“¦ 600 Β· ⏱️ 26.06.2023): +- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 39M / month Β· πŸ“¦ 610 Β· ⏱️ 26.06.2023): ``` pip install PyMySQL ``` @@ -2819,7 +2819,7 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pymysql ```
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elasticsearch (πŸ₯‡40 Β· ⭐ 4.1K Β· πŸ“‰) - Official Python client for Elasticsearch. Apache-2 +
elasticsearch (πŸ₯‡40 Β· ⭐ 4.1K) - Official Python client for Elasticsearch. Apache-2 - [GitHub](https://github.com/elastic/elasticsearch-py) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.2K Β· πŸ“₯ 3.5K Β· πŸ“¦ 45K Β· πŸ“‹ 1.1K - 4% open Β· ⏱️ 13.12.2023): @@ -2842,7 +2842,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/dpkp/kafka-python ``` -- [PyPi](https://pypi.org/project/kafka-python) (πŸ“₯ 7.5M / month Β· πŸ“¦ 1.4K Β· ⏱️ 30.09.2020): +- [PyPi](https://pypi.org/project/kafka-python) (πŸ“₯ 7.2M / month Β· πŸ“¦ 1.4K Β· ⏱️ 30.09.2020): ``` pip install kafka-python ``` @@ -2858,7 +2858,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/mongodb/mongo-python-driver ``` -- [PyPi](https://pypi.org/project/pymongo) (πŸ“₯ 24M / month Β· πŸ“¦ 20K Β· ⏱️ 29.11.2023): +- [PyPi](https://pypi.org/project/pymongo) (πŸ“₯ 23M / month Β· πŸ“¦ 20K Β· ⏱️ 29.11.2023): ``` pip install pymongo ``` @@ -2869,28 +2869,28 @@ _Libraries for connecting to, operating, and querying databases._
alembic (πŸ₯ˆ39 Β· ⭐ 2.3K) - A database migrations tool for SQLAlchemy. MIT -- [GitHub](https://github.com/sqlalchemy/alembic) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 210 Β· πŸ“¦ 190K Β· πŸ“‹ 1K - 9% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/sqlalchemy/alembic) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 210 Β· πŸ“¦ 200K Β· πŸ“‹ 1K - 9% open Β· ⏱️ 20.12.2023): ``` git clone https://github.com/sqlalchemy/alembic ``` -- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 33M / month Β· πŸ“¦ 12K Β· ⏱️ 20.12.2023): +- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 32M / month Β· πŸ“¦ 12K Β· ⏱️ 20.12.2023): ``` pip install alembic ``` -- [Conda](https://anaconda.org/conda-forge/alembic) (πŸ“₯ 3.9M Β· ⏱️ 21.12.2023): +- [Conda](https://anaconda.org/conda-forge/alembic) (πŸ“₯ 4M Β· ⏱️ 21.12.2023): ``` conda install -c conda-forge alembic ```
MongoEngine (πŸ₯ˆ38 Β· ⭐ 4.1K) - A Python Object-Document-Mapper for working with MongoDB. MIT -- [GitHub](https://github.com/MongoEngine/mongoengine) (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 1.2K Β· πŸ“¦ 22K Β· πŸ“‹ 1.7K - 22% open Β· ⏱️ 16.12.2023): +- [GitHub](https://github.com/MongoEngine/mongoengine) (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 1.2K Β· πŸ“¦ 22K Β· πŸ“‹ 1.7K - 22% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/MongoEngine/mongoengine ``` -- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 1.4M / month Β· πŸ“¦ 3.6K Β· ⏱️ 03.03.2023): +- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 1.3M / month Β· πŸ“¦ 3.6K Β· ⏱️ 03.03.2023): ``` pip install mongoengine ``` @@ -2901,12 +2901,12 @@ _Libraries for connecting to, operating, and querying databases._
python-bigquery (πŸ₯ˆ38 Β· ⭐ 680) - Google BigQuery API client library. Apache-2 -- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 310 Β· πŸ“¦ 25K Β· πŸ“‹ 620 - 11% open Β· ⏱️ 19.12.2023): +- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 310 Β· πŸ“¦ 25K Β· πŸ“‹ 620 - 11% open Β· ⏱️ 21.12.2023): ``` git clone https://github.com/googleapis/python-bigquery ``` -- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 38M / month Β· πŸ“¦ 1.2K Β· ⏱️ 13.12.2023): +- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 37M / month Β· πŸ“¦ 1.2K Β· ⏱️ 13.12.2023): ``` pip install google-cloud-bigquery ``` @@ -2917,12 +2917,12 @@ _Libraries for connecting to, operating, and querying databases._
sqlmodel (πŸ₯ˆ37 Β· ⭐ 12K) - SQL databases in Python, designed for simplicity, compatibility, and.. MIT pydantic -- [GitHub](https://github.com/tiangolo/sqlmodel) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 530 Β· πŸ“¦ 8.8K Β· πŸ“‹ 350 - 55% open Β· ⏱️ 10.12.2023): +- [GitHub](https://github.com/tiangolo/sqlmodel) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 530 Β· πŸ“¦ 8.9K Β· πŸ“‹ 350 - 55% open Β· ⏱️ 10.12.2023): ``` git clone https://github.com/tiangolo/sqlmodel ``` -- [PyPi](https://pypi.org/project/sqlmodel) (πŸ“₯ 670K / month Β· πŸ“¦ 180 Β· ⏱️ 04.12.2023): +- [PyPi](https://pypi.org/project/sqlmodel) (πŸ“₯ 610K / month Β· πŸ“¦ 180 Β· ⏱️ 04.12.2023): ``` pip install sqlmodel ``` @@ -2933,7 +2933,7 @@ _Libraries for connecting to, operating, and querying databases._
AWS Data Wrangler (πŸ₯ˆ37 Β· ⭐ 3.7K) - pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 -- [GitHub](https://github.com/aws/aws-sdk-pandas) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 650 Β· πŸ“₯ 220K Β· πŸ“¦ 1.3K Β· πŸ“‹ 1K - 3% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/aws/aws-sdk-pandas) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 650 Β· πŸ“₯ 220K Β· πŸ“¦ 1.3K Β· πŸ“‹ 1K - 3% open Β· ⏱️ 24.12.2023): ``` git clone https://github.com/awslabs/aws-data-wrangler @@ -2949,12 +2949,12 @@ _Libraries for connecting to, operating, and querying databases._
Ibis (πŸ₯ˆ37 Β· ⭐ 3.3K) - The flexibility of Python with the scale and performance of modern SQL. Apache-2 -- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 460 Β· πŸ“₯ 110 Β· πŸ“¦ 870 Β· πŸ“‹ 2.4K - 4% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 460 Β· πŸ“₯ 110 Β· πŸ“¦ 900 Β· πŸ“‹ 2.4K - 4% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/ibis-project/ibis ``` -- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 130K / month Β· πŸ“¦ 53 Β· ⏱️ 18.12.2023): +- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 120K / month Β· πŸ“¦ 53 Β· ⏱️ 24.12.2023): ``` pip install ibis-framework ``` @@ -2970,7 +2970,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/PyMySQL/mysqlclient ``` -- [PyPi](https://pypi.org/project/mysqlclient) (πŸ“₯ 5.1M / month Β· πŸ“¦ 7.2K Β· ⏱️ 13.12.2023): +- [PyPi](https://pypi.org/project/mysqlclient) (πŸ“₯ 5M / month Β· πŸ“¦ 7.2K Β· ⏱️ 13.12.2023): ``` pip install mysqlclient ``` @@ -2981,12 +2981,12 @@ _Libraries for connecting to, operating, and querying databases._
Elasticsearch DSL (πŸ₯ˆ35 Β· ⭐ 3.7K) - High level Python client for Elasticsearch. Apache-2 -- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 840 Β· πŸ“₯ 200 Β· πŸ“¦ 9.8K Β· πŸ“‹ 1.3K - 11% open Β· ⏱️ 01.12.2023): +- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 840 Β· πŸ“₯ 200 Β· πŸ“¦ 9.8K Β· πŸ“‹ 1.3K - 11% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/elastic/elasticsearch-dsl-py ``` -- [PyPi](https://pypi.org/project/elasticsearch-dsl) (πŸ“₯ 3M / month Β· πŸ“¦ 980 Β· ⏱️ 13.11.2023): +- [PyPi](https://pypi.org/project/elasticsearch-dsl) (πŸ“₯ 2.9M / month Β· πŸ“¦ 980 Β· ⏱️ 13.11.2023): ``` pip install elasticsearch-dsl ``` @@ -2997,7 +2997,7 @@ _Libraries for connecting to, operating, and querying databases._
Motor (πŸ₯ˆ35 Β· ⭐ 2.3K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2 -- [GitHub](https://github.com/mongodb/motor) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 210 Β· πŸ“¦ 77K Β· ⏱️ 15.12.2023): +- [GitHub](https://github.com/mongodb/motor) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 210 Β· πŸ“¦ 78K Β· ⏱️ 15.12.2023): ``` git clone https://github.com/mongodb/motor @@ -3011,58 +3011,46 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge motor ```
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libcloud (πŸ₯ˆ35 Β· ⭐ 2K) - Apache Libcloud is a Python library which hides differences between.. Apache-2 - -- [GitHub](https://github.com/apache/libcloud) (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 930 Β· πŸ“‹ 200 - 37% open Β· ⏱️ 03.12.2023): - - ``` - git clone https://github.com/apache/libcloud - ``` -- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 210K / month Β· πŸ“¦ 860 Β· ⏱️ 10.08.2023): - ``` - pip install apache-libcloud - ``` -
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minio (πŸ₯ˆ35 Β· ⭐ 720) - MinIO Client SDK for Python. Apache-2 +
s3fs (πŸ₯ˆ35 Β· ⭐ 770) - S3 Filesystem. BSD-3 -- [GitHub](https://github.com/minio/minio-py) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 290 Β· πŸ“¦ 6K Β· πŸ“‹ 540 - 2% open Β· ⏱️ 15.12.2023): +- [GitHub](https://github.com/fsspec/s3fs) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 260 Β· πŸ“¦ 16K Β· πŸ“‹ 440 - 28% open Β· ⏱️ 16.12.2023): ``` - git clone https://github.com/minio/minio-py + git clone https://github.com/fsspec/s3fs ``` -- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 1.7M / month Β· πŸ“¦ 470 Β· ⏱️ 10.11.2023): +- [PyPi](https://pypi.org/project/s3fs) (πŸ“₯ 190M / month Β· πŸ“¦ 740 Β· ⏱️ 11.12.2023): ``` - pip install minio + pip install s3fs ``` -- [Conda](https://anaconda.org/conda-forge/minio) (πŸ“₯ 150K Β· ⏱️ 09.12.2023): +- [Conda](https://anaconda.org/conda-forge/s3fs) (πŸ“₯ 6.5M Β· ⏱️ 12.12.2023): ``` - conda install -c conda-forge minio + conda install -c conda-forge s3fs ```
s3transfer (πŸ₯ˆ35 Β· ⭐ 190) - Amazon S3 Transfer Manager for Python. Apache-2 -- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 130 Β· πŸ“¦ 260K Β· πŸ“‹ 86 - 58% open Β· ⏱️ 13.12.2023): +- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 130 Β· πŸ“¦ 260K Β· πŸ“‹ 86 - 58% open Β· ⏱️ 21.12.2023): ``` git clone https://github.com/boto/s3transfer ``` -- [PyPi](https://pypi.org/project/s3transfer) (πŸ“₯ 290M / month Β· πŸ“¦ 4.4K Β· ⏱️ 13.12.2023): +- [PyPi](https://pypi.org/project/s3transfer) (πŸ“₯ 290M / month Β· πŸ“¦ 4.4K Β· ⏱️ 21.12.2023): ``` pip install s3transfer ``` -- [Conda](https://anaconda.org/conda-forge/s3transfer) (πŸ“₯ 17M Β· ⏱️ 14.12.2023): +- [Conda](https://anaconda.org/conda-forge/s3transfer) (πŸ“₯ 17M Β· ⏱️ 21.12.2023): ``` conda install -c conda-forge s3transfer ```
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Prometheus Client (πŸ₯ˆ34 Β· ⭐ 3.6K) - Prometheus instrumentation library for Python.. Apache-2 +
Prometheus Client (πŸ₯ˆ34 Β· ⭐ 3.7K) - Prometheus instrumentation library for Python.. Apache-2 - [GitHub](https://github.com/prometheus/client_python) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 800 Β· πŸ“‹ 520 - 18% open Β· ⏱️ 21.11.2023): ``` git clone https://github.com/prometheus/client_python ``` -- [PyPi](https://pypi.org/project/prometheus_client) (πŸ“₯ 25M / month Β· πŸ“¦ 840 Β· ⏱️ 21.11.2023): +- [PyPi](https://pypi.org/project/prometheus_client) (πŸ“₯ 24M / month Β· πŸ“¦ 840 Β· ⏱️ 21.11.2023): ``` pip install prometheus_client ``` @@ -3071,20 +3059,32 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge prometheus_client ```
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Pony (πŸ₯ˆ34 Β· ⭐ 3.4K) - Pony Object Relational Mapper. Apache-2 +
libcloud (πŸ₯ˆ34 Β· ⭐ 2K) - Apache Libcloud is a Python library which hides differences between.. Apache-2 -- [GitHub](https://github.com/ponyorm/pony) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 240 Β· πŸ“₯ 78 Β· πŸ“¦ 3.8K Β· πŸ“‹ 650 - 48% open Β· ⏱️ 25.09.2023): +- [GitHub](https://github.com/apache/libcloud) (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 930 Β· πŸ“‹ 200 - 37% open Β· ⏱️ 03.12.2023): ``` - git clone https://github.com/ponyorm/pony + git clone https://github.com/apache/libcloud ``` -- [PyPi](https://pypi.org/project/pony) (πŸ“₯ 120K / month Β· πŸ“¦ 360 Β· ⏱️ 25.09.2023): +- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 190K / month Β· πŸ“¦ 860 Β· ⏱️ 10.08.2023): ``` - pip install pony + pip install apache-libcloud ``` -- [Conda](https://anaconda.org/conda-forge/pony) (πŸ“₯ 98K Β· ⏱️ 25.09.2023): +
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Cassandra Driver (πŸ₯ˆ34 Β· ⭐ 1.4K) - DataStax Python Driver for Apache Cassandra. Apache-2 + +- [GitHub](https://github.com/datastax/python-driver) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 580 Β· πŸ“¦ 6K Β· ⏱️ 21.12.2023): + ``` - conda install -c conda-forge pony + git clone https://github.com/datastax/python-driver + ``` +- [PyPi](https://pypi.org/project/cassandra-driver) (πŸ“₯ 1.6M / month Β· πŸ“¦ 700 Β· ⏱️ 21.12.2023): + ``` + pip install cassandra-driver + ``` +- [Conda](https://anaconda.org/conda-forge/cassandra-driver) (πŸ“₯ 190K Β· ⏱️ 22.12.2023): + ``` + conda install -c conda-forge cassandra-driver ```
SQLAlchemy-Utils (πŸ₯ˆ34 Β· ⭐ 1.2K) - Various utility functions and datatypes for SQLAlchemy. BSD-3 @@ -3094,7 +3094,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/kvesteri/sqlalchemy-utils ``` -- [PyPi](https://pypi.org/project/sqlalchemy-utils) (πŸ“₯ 5.1M / month Β· πŸ“¦ 2.2K Β· ⏱️ 27.04.2023): +- [PyPi](https://pypi.org/project/sqlalchemy-utils) (πŸ“₯ 4.8M / month Β· πŸ“¦ 2.2K Β· ⏱️ 27.04.2023): ``` pip install sqlalchemy-utils ``` @@ -3103,30 +3103,30 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge sqlalchemy-utils ```
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s3fs (πŸ₯ˆ34 Β· ⭐ 770) - S3 Filesystem. BSD-3 +
minio (πŸ₯ˆ34 Β· ⭐ 720) - MinIO Client SDK for Python. Apache-2 -- [GitHub](https://github.com/fsspec/s3fs) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 260 Β· πŸ“¦ 16K Β· πŸ“‹ 440 - 28% open Β· ⏱️ 16.12.2023): +- [GitHub](https://github.com/minio/minio-py) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 290 Β· πŸ“¦ 6.1K Β· πŸ“‹ 530 - 1% open Β· ⏱️ 27.12.2023): ``` - git clone https://github.com/fsspec/s3fs + git clone https://github.com/minio/minio-py ``` -- [PyPi](https://pypi.org/project/s3fs) (πŸ“₯ 170M / month Β· πŸ“¦ 740 Β· ⏱️ 11.12.2023): +- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 1.6M / month Β· πŸ“¦ 470 Β· ⏱️ 27.12.2023): ``` - pip install s3fs + pip install minio ``` -- [Conda](https://anaconda.org/conda-forge/s3fs) (πŸ“₯ 6.5M Β· ⏱️ 12.12.2023): +- [Conda](https://anaconda.org/conda-forge/minio) (πŸ“₯ 150K Β· ⏱️ 27.12.2023): ``` - conda install -c conda-forge s3fs + conda install -c conda-forge minio ```
pandas-gbq (πŸ₯ˆ34 Β· ⭐ 400) - Google BigQuery connector for pandas. BSD-3 -- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 160 Β· πŸ“₯ 350 Β· πŸ“¦ 8.7K Β· πŸ“‹ 340 - 12% open Β· ⏱️ 15.12.2023): +- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 160 Β· πŸ“₯ 350 Β· πŸ“¦ 8.8K Β· πŸ“‹ 340 - 12% open Β· ⏱️ 15.12.2023): ``` git clone https://github.com/googleapis/python-bigquery-pandas ``` -- [PyPi](https://pypi.org/project/pandas-gbq) (πŸ“₯ 7.5M / month Β· πŸ“¦ 340 Β· ⏱️ 12.12.2023): +- [PyPi](https://pypi.org/project/pandas-gbq) (πŸ“₯ 7.7M / month Β· πŸ“¦ 340 Β· ⏱️ 12.12.2023): ``` pip install pandas-gbq ``` @@ -3151,46 +3151,46 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge tortoise-orm ```
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PyPika (πŸ₯‰33 Β· ⭐ 2.2K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2 +
Pony (πŸ₯‰33 Β· ⭐ 3.4K) - Pony Object Relational Mapper. Apache-2 -- [GitHub](https://github.com/kayak/pypika) (πŸ‘¨β€πŸ’» 98 Β· πŸ”€ 270 Β· πŸ“¦ 16K Β· πŸ“‹ 450 - 43% open Β· ⏱️ 10.12.2023): +- [GitHub](https://github.com/ponyorm/pony) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 240 Β· πŸ“₯ 81 Β· πŸ“¦ 3.8K Β· πŸ“‹ 650 - 48% open Β· ⏱️ 25.09.2023): ``` - git clone https://github.com/kayak/pypika + git clone https://github.com/ponyorm/pony ``` -- [PyPi](https://pypi.org/project/pypika) (πŸ“₯ 2.3M / month Β· πŸ“¦ 110 Β· ⏱️ 15.03.2022): +- [PyPi](https://pypi.org/project/pony) (πŸ“₯ 110K / month Β· πŸ“¦ 360 Β· ⏱️ 25.09.2023): ``` - pip install pypika + pip install pony ``` -- [Conda](https://anaconda.org/conda-forge/pypika) (πŸ“₯ 6.1K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/pony) (πŸ“₯ 98K Β· ⏱️ 25.09.2023): ``` - conda install -c conda-forge pypika + conda install -c conda-forge pony ```
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Cassandra Driver (πŸ₯‰33 Β· ⭐ 1.4K) - DataStax Python Driver for Apache Cassandra. Apache-2 +
PyPika (πŸ₯‰33 Β· ⭐ 2.2K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2 -- [GitHub](https://github.com/datastax/python-driver) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 550 Β· πŸ“¦ 5.9K Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/kayak/pypika) (πŸ‘¨β€πŸ’» 98 Β· πŸ”€ 270 Β· πŸ“¦ 16K Β· πŸ“‹ 450 - 43% open Β· ⏱️ 10.12.2023): ``` - git clone https://github.com/datastax/python-driver + git clone https://github.com/kayak/pypika ``` -- [PyPi](https://pypi.org/project/cassandra-driver) (πŸ“₯ 1.7M / month Β· πŸ“¦ 700 Β· ⏱️ 06.06.2023): +- [PyPi](https://pypi.org/project/pypika) (πŸ“₯ 2.2M / month Β· πŸ“¦ 110 Β· ⏱️ 15.03.2022): ``` - pip install cassandra-driver + pip install pypika ``` -- [Conda](https://anaconda.org/conda-forge/cassandra-driver) (πŸ“₯ 190K Β· ⏱️ 07.10.2023): +- [Conda](https://anaconda.org/conda-forge/pypika) (πŸ“₯ 6.3K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge cassandra-driver + conda install -c conda-forge pypika ```
neo4j-driver (πŸ₯‰33 Β· ⭐ 850) - Neo4j Bolt driver for Python. Apache-2 -- [GitHub](https://github.com/neo4j/neo4j-python-driver) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 210 Β· πŸ“¦ 7.8K Β· πŸ“‹ 240 - 2% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/neo4j/neo4j-python-driver) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 210 Β· πŸ“¦ 7.8K Β· πŸ“‹ 230 - 0% open Β· ⏱️ 28.12.2023): ``` git clone https://github.com/neo4j/neo4j-python-driver ``` -- [PyPi](https://pypi.org/project/neo4j-driver) (πŸ“₯ 120K / month Β· πŸ“¦ 230 Β· ⏱️ 28.11.2023): +- [PyPi](https://pypi.org/project/neo4j-driver) (πŸ“₯ 120K / month Β· πŸ“¦ 230 Β· ⏱️ 28.12.2023): ``` pip install neo4j-driver ``` @@ -3206,7 +3206,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/encode/databases ``` -- [PyPi](https://pypi.org/project/databases) (πŸ“₯ 360K / month Β· πŸ“¦ 120 Β· ⏱️ 28.08.2023): +- [PyPi](https://pypi.org/project/databases) (πŸ“₯ 340K / month Β· πŸ“¦ 120 Β· ⏱️ 28.08.2023): ``` pip install databases ``` @@ -3226,14 +3226,14 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install pynamodb ``` -- [Conda](https://anaconda.org/conda-forge/pynamodb) (πŸ“₯ 410K Β· ⏱️ 29.11.2023): +- [Conda](https://anaconda.org/conda-forge/pynamodb) (πŸ“₯ 420K Β· ⏱️ 29.11.2023): ``` conda install -c conda-forge pynamodb ```
cx-Oracle (πŸ₯‰32 Β· ⭐ 870) - Python interface to Oracle Database now superseded by python-oracledb. BSD-3 -- [GitHub](https://github.com/oracle/python-cx_Oracle) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 360 Β· πŸ“¦ 7.9K Β· πŸ“‹ 640 - 4% open Β· ⏱️ 17.08.2023): +- [GitHub](https://github.com/oracle/python-cx_Oracle) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 360 Β· πŸ“¦ 8K Β· πŸ“‹ 640 - 4% open Β· ⏱️ 17.08.2023): ``` git clone https://github.com/oracle/python-cx_Oracle @@ -3254,7 +3254,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/pudo/dataset ``` -- [PyPi](https://pypi.org/project/dataset) (πŸ“₯ 110K / month Β· πŸ“¦ 580 Β· ⏱️ 12.07.2023): +- [PyPi](https://pypi.org/project/dataset) (πŸ“₯ 89K / month Β· πŸ“¦ 580 Β· ⏱️ 12.07.2023): ``` pip install dataset ``` @@ -3265,7 +3265,7 @@ _Libraries for connecting to, operating, and querying databases._
influxdb (πŸ₯‰31 Β· ⭐ 1.7K) - Python client for InfluxDB. MIT -- [GitHub](https://github.com/influxdata/influxdb-python) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 510 Β· πŸ“¦ 7.8K Β· πŸ“‹ 550 - 30% open Β· ⏱️ 18.07.2023): +- [GitHub](https://github.com/influxdata/influxdb-python) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 510 Β· πŸ“¦ 7.9K Β· πŸ“‹ 550 - 30% open Β· ⏱️ 18.07.2023): ``` git clone https://github.com/influxdata/influxdb-python @@ -3281,7 +3281,7 @@ _Libraries for connecting to, operating, and querying databases._
pygsheets (πŸ₯‰31 Β· ⭐ 1.5K) - Google Sheets Python API v4. MIT -- [GitHub](https://github.com/nithinmurali/pygsheets) (πŸ‘¨β€πŸ’» 90 Β· πŸ”€ 220 Β· πŸ“¦ 2.2K Β· πŸ“‹ 390 - 14% open Β· ⏱️ 28.09.2023): +- [GitHub](https://github.com/nithinmurali/pygsheets) (πŸ‘¨β€πŸ’» 90 Β· πŸ”€ 220 Β· πŸ“¦ 2.3K Β· πŸ“‹ 390 - 14% open Β· ⏱️ 28.09.2023): ``` git clone https://github.com/nithinmurali/pygsheets @@ -3293,19 +3293,19 @@ _Libraries for connecting to, operating, and querying databases._
prisma (πŸ₯‰30 Β· ⭐ 1.4K) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2 -- [GitHub](https://github.com/RobertCraigie/prisma-client-py) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 64 Β· πŸ“¦ 2.6K Β· πŸ“‹ 360 - 51% open Β· ⏱️ 12.12.2023): +- [GitHub](https://github.com/RobertCraigie/prisma-client-py) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 64 Β· πŸ“¦ 2.7K Β· πŸ“‹ 360 - 51% open Β· ⏱️ 12.12.2023): ``` git clone https://github.com/RobertCraigie/prisma-client-py ``` -- [PyPi](https://pypi.org/project/prisma) (πŸ“₯ 62K / month Β· πŸ“¦ 15 Β· ⏱️ 22.10.2023): +- [PyPi](https://pypi.org/project/prisma) (πŸ“₯ 61K / month Β· πŸ“¦ 15 Β· ⏱️ 22.10.2023): ``` pip install prisma ```
pysolr (πŸ₯‰30 Β· ⭐ 650) - Pysolr Python Solr client. BSD-3 -- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 360 Β· πŸ“¦ 3.2K Β· πŸ“‹ 150 - 17% open Β· ⏱️ 19.12.2023): +- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 360 Β· πŸ“¦ 3.2K Β· πŸ“‹ 150 - 17% open Β· ⏱️ 25.12.2023): ``` git clone https://github.com/django-haystack/pysolr @@ -3326,7 +3326,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/kennethreitz/records ``` -- [PyPi](https://pypi.org/project/records) (πŸ“₯ 310K / month Β· πŸ“¦ 180 Β· ⏱️ 15.12.2021): +- [PyPi](https://pypi.org/project/records) (πŸ“₯ 290K / month Β· πŸ“¦ 180 Β· ⏱️ 15.12.2021): ``` pip install records ``` @@ -3335,9 +3335,9 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge records ```
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confluent-kafka-python (πŸ₯‰29 Β· ⭐ 3.4K Β· πŸ“‰) - Confluents Kafka Python Client. Apache-2 +
confluent-kafka-python (πŸ₯‰29 Β· ⭐ 3.4K) - Confluents Kafka Python Client. Apache-2 -- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 900 Β· πŸ“¦ 8K): +- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 900 Β· πŸ“¦ 8.1K): ``` git clone https://github.com/confluentinc/confluent-kafka-python @@ -3346,26 +3346,26 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install confluent-kafka ``` -- [Conda](https://anaconda.org/conda-forge/python-confluent-kafka) (πŸ“₯ 800K Β· ⏱️ 25.09.2023): +- [Conda](https://anaconda.org/conda-forge/python-confluent-kafka) (πŸ“₯ 810K Β· ⏱️ 25.09.2023): ``` conda install -c conda-forge python-confluent-kafka ```
piccolos (πŸ₯‰29 Β· ⭐ 1.2K) - A fast, user friendly ORM and query builder which supports asyncio. MIT -- [GitHub](https://github.com/piccolo-orm/piccolo) (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 78 Β· πŸ“¦ 310 Β· πŸ“‹ 350 - 30% open Β· ⏱️ 12.12.2023): +- [GitHub](https://github.com/piccolo-orm/piccolo) (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 78 Β· πŸ“¦ 310 Β· πŸ“‹ 350 - 30% open Β· ⏱️ 23.12.2023): ``` git clone https://github.com/piccolo-orm/piccolo ``` -- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 16K / month Β· πŸ“¦ 11 Β· ⏱️ 10.11.2023): +- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 14K / month Β· πŸ“¦ 11 Β· ⏱️ 23.12.2023): ``` pip install piccolo ```
ODMantic (πŸ₯‰28 Β· ⭐ 910) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC -- [GitHub](https://github.com/art049/odmantic) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 81 Β· πŸ“¦ 3.1K Β· πŸ“‹ 160 - 46% open Β· ⏱️ 13.12.2023): +- [GitHub](https://github.com/art049/odmantic) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 81 Β· πŸ“¦ 3.2K Β· πŸ“‹ 160 - 46% open Β· ⏱️ 13.12.2023): ``` git clone https://github.com/art049/odmantic @@ -3382,7 +3382,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/python-happybase/happybase ``` -- [PyPi](https://pypi.org/project/happybase) (πŸ“₯ 48K / month Β· πŸ“¦ 230 Β· ⏱️ 14.05.2019): +- [PyPi](https://pypi.org/project/happybase) (πŸ“₯ 47K / month Β· πŸ“¦ 230 Β· ⏱️ 14.05.2019): ``` pip install happybase ``` @@ -3398,19 +3398,19 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/amol-/depot ``` -- [PyPi](https://pypi.org/project/filedepot) (πŸ“₯ 13K / month Β· πŸ“¦ 47 Β· ⏱️ 15.06.2023): +- [PyPi](https://pypi.org/project/filedepot) (πŸ“₯ 12K / month Β· πŸ“¦ 47 Β· ⏱️ 15.06.2023): ``` pip install filedepot ```
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aioprometheus (πŸ₯‰21 Β· ⭐ 160 Β· πŸ’€) - A Prometheus Python client library for asyncio-based.. MIT +
aioprometheus (πŸ₯‰22 Β· ⭐ 160) - A Prometheus Python client library for asyncio-based applications. MIT -- [GitHub](https://github.com/claws/aioprometheus) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 19 Β· πŸ“¦ 180 Β· πŸ“‹ 33 - 30% open Β· ⏱️ 14.03.2023): +- [GitHub](https://github.com/claws/aioprometheus) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 19 Β· πŸ“¦ 190 Β· πŸ“‹ 35 - 31% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/claws/aioprometheus ``` -- [PyPi](https://pypi.org/project/aioprometheus) (πŸ“₯ 140K / month Β· πŸ“¦ 12 Β· ⏱️ 24.05.2022): +- [PyPi](https://pypi.org/project/aioprometheus) (πŸ“₯ 140K / month Β· πŸ“¦ 12 Β· ⏱️ 27.12.2023): ``` pip install aioprometheus ``` @@ -3426,7 +3426,7 @@ _Libraries for connecting to, operating, and querying databases._
Show 17 hidden projects... - psycopg2 (πŸ₯ˆ39 Β· ⭐ 3.1K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution -- pyodbc (πŸ₯ˆ36 Β· ⭐ 2.8K) - Python ODBC bridge. ❗️MIT-0 +- pyodbc (πŸ₯ˆ35 Β· ⭐ 2.8K) - Python ODBC bridge. ❗️MIT-0 - google-cloud-bigtable (πŸ₯‰31 Β· ⭐ 57) - Google Cloud Bigtable API client library. Apache-2 - redis-py-cluster (πŸ₯‰29 Β· ⭐ 1.1K Β· πŸ’€) - Python cluster client for the official redis cluster... MIT - gino (πŸ₯‰28 Β· ⭐ 2.6K Β· πŸ’€) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3 @@ -3453,16 +3453,16 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
Datasets (πŸ₯‡43 Β· ⭐ 18K) - The largest hub of ready-to-use datasets for ML models with fast,.. Apache-2 -- [GitHub](https://github.com/huggingface/datasets) (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 2.4K Β· πŸ“¦ 33K Β· πŸ“‹ 2.6K - 24% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/huggingface/datasets) (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 2.4K Β· πŸ“¦ 33K Β· πŸ“‹ 2.6K - 23% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/huggingface/datasets ``` -- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 6.8M / month Β· πŸ“¦ 810 Β· ⏱️ 16.11.2023): +- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 6.5M / month Β· πŸ“¦ 820 Β· ⏱️ 22.12.2023): ``` pip install datasets ``` -- [Conda](https://anaconda.org/conda-forge/datasets) (πŸ“₯ 600K Β· ⏱️ 15.12.2023): +- [Conda](https://anaconda.org/conda-forge/datasets) (πŸ“₯ 610K Β· ⏱️ 22.12.2023): ``` conda install -c conda-forge datasets ``` @@ -3483,14 +3483,14 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge faker ```
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Tablib (πŸ₯‡37 Β· ⭐ 4.3K) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT +
Tablib (πŸ₯‡37 Β· ⭐ 4.4K) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT -- [GitHub](https://github.com/jazzband/tablib) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 580 Β· πŸ“¦ 90K Β· πŸ“‹ 250 - 12% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/jazzband/tablib) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 580 Β· πŸ“¦ 90K Β· πŸ“‹ 260 - 12% open Β· ⏱️ 21.12.2023): ``` git clone https://github.com/jazzband/tablib ``` -- [PyPi](https://pypi.org/project/tablib) (πŸ“₯ 1.8M / month Β· πŸ“¦ 1.3K Β· ⏱️ 20.07.2023): +- [PyPi](https://pypi.org/project/tablib) (πŸ“₯ 1.7M / month Β· πŸ“¦ 1.3K Β· ⏱️ 20.07.2023): ``` pip install tablib ``` @@ -3517,12 +3517,12 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
csvkit (πŸ₯ˆ34 Β· ⭐ 5.7K) - A suite of utilities for converting to and working with CSV, the king of.. MIT -- [GitHub](https://github.com/wireservice/csvkit) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 600 Β· πŸ“¦ 1.5K Β· πŸ“‹ 890 - 3% open Β· ⏱️ 20.11.2023): +- [GitHub](https://github.com/wireservice/csvkit) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 600 Β· πŸ“¦ 1.5K Β· πŸ“‹ 890 - 3% open Β· ⏱️ 21.12.2023): ``` git clone https://github.com/wireservice/csvkit ``` -- [PyPi](https://pypi.org/project/csvkit) (πŸ“₯ 200K / month Β· πŸ“¦ 370 Β· ⏱️ 18.10.2023): +- [PyPi](https://pypi.org/project/csvkit) (πŸ“₯ 190K / month Β· πŸ“¦ 370 Β· ⏱️ 18.10.2023): ``` pip install csvkit ``` @@ -3538,7 +3538,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/martinblech/xmltodict ``` -- [PyPi](https://pypi.org/project/xmltodict) (πŸ“₯ 31M / month Β· πŸ“¦ 5.7K Β· ⏱️ 08.05.2022): +- [PyPi](https://pypi.org/project/xmltodict) (πŸ“₯ 30M / month Β· πŸ“¦ 5.7K Β· ⏱️ 08.05.2022): ``` pip install xmltodict ``` @@ -3547,14 +3547,14 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge xmltodict ```
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python-magic (πŸ₯ˆ34 Β· ⭐ 2.4K) - A python wrapper for libmagic. MIT +
python-magic (πŸ₯ˆ34 Β· ⭐ 2.5K) - A python wrapper for libmagic. MIT - [GitHub](https://github.com/ahupp/python-magic) (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 310 Β· πŸ“¦ 51K Β· πŸ“‹ 200 - 7% open Β· ⏱️ 09.10.2023): ``` git clone https://github.com/ahupp/python-magic ``` -- [PyPi](https://pypi.org/project/python-magic) (πŸ“₯ 6.2M / month Β· πŸ“¦ 3.3K Β· ⏱️ 07.06.2022): +- [PyPi](https://pypi.org/project/python-magic) (πŸ“₯ 6.1M / month Β· πŸ“¦ 3.3K Β· ⏱️ 07.06.2022): ``` pip install python-magic ``` @@ -3570,7 +3570,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/pydata/pandas-datareader ``` -- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 400K / month Β· πŸ“¦ 860 Β· ⏱️ 13.07.2021): +- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 390K / month Β· πŸ“¦ 860 Β· ⏱️ 13.07.2021): ``` pip install pandas-datareader ``` @@ -3586,7 +3586,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/RaRe-Technologies/smart_open ``` -- [PyPi](https://pypi.org/project/smart-open) (πŸ“₯ 18M / month Β· πŸ“¦ 630 Β· ⏱️ 07.09.2023): +- [PyPi](https://pypi.org/project/smart-open) (πŸ“₯ 17M / month Β· πŸ“¦ 630 Β· ⏱️ 07.09.2023): ``` pip install smart-open ``` @@ -3602,7 +3602,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/wkentaro/gdown ``` -- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 1.3M / month Β· πŸ“¦ 430 Β· ⏱️ 25.03.2023): +- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 1.2M / month Β· πŸ“¦ 440 Β· ⏱️ 25.03.2023): ``` pip install gdown ``` @@ -3627,14 +3627,14 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge snorkel ```
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Intake (πŸ₯‰27 Β· ⭐ 950 Β· πŸ“‰) - Intake is a lightweight package for finding, investigating, loading.. BSD-2 +
Intake (πŸ₯‰27 Β· ⭐ 950) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2 - [GitHub](https://github.com/intake/intake) (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 140 Β· πŸ“¦ 1.8K Β· πŸ“‹ 370 - 31% open Β· ⏱️ 10.10.2023): ``` git clone https://github.com/intake/intake ``` -- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 49K / month Β· πŸ“¦ 130 Β· ⏱️ 04.12.2023): +- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 48K / month Β· πŸ“¦ 130 Β· ⏱️ 04.12.2023): ``` pip install intake ``` @@ -3645,24 +3645,24 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
img2dataset (πŸ₯‰26 Β· ⭐ 2.9K) - Easily turn large sets of image urls to an image dataset. Can.. MIT -- [GitHub](https://github.com/rom1504/img2dataset) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 270 Β· πŸ“₯ 1.5K Β· πŸ“¦ 97 Β· πŸ“‹ 220 - 46% open Β· ⏱️ 12.10.2023): +- [GitHub](https://github.com/rom1504/img2dataset) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 270 Β· πŸ“₯ 1.5K Β· πŸ“¦ 97 Β· πŸ“‹ 230 - 44% open Β· ⏱️ 12.10.2023): ``` git clone https://github.com/rom1504/img2dataset ``` -- [PyPi](https://pypi.org/project/img2dataset) (πŸ“₯ 45K / month Β· πŸ“¦ 2 Β· ⏱️ 20.08.2023): +- [PyPi](https://pypi.org/project/img2dataset) (πŸ“₯ 52K / month Β· πŸ“¦ 2 Β· ⏱️ 20.08.2023): ``` pip install img2dataset ```
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camelot (πŸ₯‰25 Β· ⭐ 2.5K) - A Python library to extract tabular data from PDFs. MIT +
camelot (πŸ₯‰24 Β· ⭐ 2.5K) - A Python library to extract tabular data from PDFs. MIT - [GitHub](https://github.com/camelot-dev/camelot) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 390 Β· πŸ“‹ 300 - 63% open Β· ⏱️ 02.10.2023): ``` git clone https://github.com/camelot-dev/camelot ``` -- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 5.3K / month Β· πŸ“¦ 10 Β· ⏱️ 15.12.2021): +- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 5K / month Β· πŸ“¦ 10 Β· ⏱️ 15.12.2021): ``` pip install camelot ``` @@ -3674,38 +3674,38 @@ _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“₯ 690 / month Β· πŸ“¦ 29 Β· ⏱️ 15.12.2021): +- [PyPi](https://pypi.org/project/rows) (πŸ“₯ 590 / month Β· πŸ“¦ 29 Β· ⏱️ 15.12.2021): ``` pip install rows ```
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Upgini (πŸ₯‰21 Β· ⭐ 260) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3 +
excalibur (πŸ₯‰20 Β· ⭐ 1.4K) - A web interface to extract tabular data from PDFs. MIT -- [GitHub](https://github.com/upgini/upgini) (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 22 Β· πŸ“¦ 5 Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/camelot-dev/excalibur) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 220 Β· πŸ“₯ 11K Β· πŸ“‹ 120 - 67% open Β· ⏱️ 15.07.2023): ``` - git clone https://github.com/upgini/upgini + git clone https://github.com/camelot-dev/excalibur ``` -- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 5.5K / month Β· ⏱️ 21.12.2023): +- [PyPi](https://pypi.org/project/excalibur-py) (πŸ“₯ 920 / month Β· ⏱️ 21.03.2020): ``` - pip install upgini + pip install excalibur-py ```
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excalibur (πŸ₯‰20 Β· ⭐ 1.4K) - A web interface to extract tabular data from PDFs. MIT +
Upgini (πŸ₯‰20 Β· ⭐ 260) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3 -- [GitHub](https://github.com/camelot-dev/excalibur) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 220 Β· πŸ“₯ 11K Β· πŸ“‹ 120 - 67% open Β· ⏱️ 15.07.2023): +- [GitHub](https://github.com/upgini/upgini) (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 21 Β· πŸ“¦ 5 Β· ⏱️ 25.12.2023): ``` - git clone https://github.com/camelot-dev/excalibur + git clone https://github.com/upgini/upgini ``` -- [PyPi](https://pypi.org/project/excalibur-py) (πŸ“₯ 1K / month Β· ⏱️ 21.03.2020): +- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 5.7K / month Β· ⏱️ 25.12.2023): ``` - pip install excalibur-py + pip install upgini ```
Squirrel (πŸ₯‰17 Β· ⭐ 270) - A Python library that enables ML teams to share, load, and transform.. Apache-2 -- [GitHub](https://github.com/merantix-momentum/squirrel-core) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 8 Β· πŸ“¦ 2 Β· πŸ“‹ 17 - 52% open Β· ⏱️ 15.12.2023): +- [GitHub](https://github.com/merantix-momentum/squirrel-core) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 8 Β· πŸ“¦ 2 Β· πŸ“‹ 18 - 50% open Β· ⏱️ 15.12.2023): ``` git clone https://github.com/merantix-momentum/squirrel-core @@ -3730,9 +3730,9 @@ _Libraries for loading, collecting, and extracting data from a variety of data s - messytables (πŸ₯‰24 Β· ⭐ 390 Β· πŸ’€) - Tools for parsing messy tabular data. This is now superseded by.. MIT - deepdish (πŸ₯‰23 Β· ⭐ 260 Β· πŸ’€) - Flexible HDF5 saving/loading and other data science tools from the.. BSD-3 - pyexcel-xlsx (πŸ₯‰23 Β· ⭐ 110 Β· πŸ’€) - A wrapper library to read, manipulate and write data in xlsx.. BSD-3 -- borb (πŸ₯‰22 Β· ⭐ 3.2K Β· πŸ“ˆ) - borb is a library for reading, creating and manipulating PDF.. ❗Unlicensed +- borb (πŸ₯‰22 Β· ⭐ 3.2K) - borb is a library for reading, creating and manipulating PDF files.. ❗Unlicensed - datatest (πŸ₯‰21 Β· ⭐ 280 Β· πŸ’€) - Tools for test driven data-wrangling and data validation. Apache-2 -- csvs-to-sqlite (πŸ₯‰16 Β· ⭐ 820 Β· πŸ’€) - Convert CSV files into a SQLite database. Apache-2 +- csvs-to-sqlite (πŸ₯‰17 Β· ⭐ 840 Β· πŸ’€) - Convert CSV files into a SQLite database. Apache-2

@@ -3744,32 +3744,32 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Airflow (πŸ₯‡48 Β· ⭐ 33K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2 -- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3.1K Β· πŸ”€ 13K Β· πŸ“₯ 580K Β· πŸ“¦ 8.9K Β· πŸ“‹ 8.6K - 10% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3.1K Β· πŸ”€ 13K Β· πŸ“₯ 580K Β· πŸ“¦ 9K Β· πŸ“‹ 8.6K - 10% open Β· ⏱️ 28.12.2023): ``` git clone https://github.com/apache/airflow ``` -- [PyPi](https://pypi.org/project/apache-airflow) (πŸ“₯ 25M / month Β· πŸ“¦ 320 Β· ⏱️ 18.12.2023): +- [PyPi](https://pypi.org/project/apache-airflow) (πŸ“₯ 28M / month Β· πŸ“¦ 330 Β· ⏱️ 18.12.2023): ``` pip install apache-airflow ``` -- [Conda](https://anaconda.org/conda-forge/airflow) (πŸ“₯ 980K Β· ⏱️ 13.11.2023): +- [Conda](https://anaconda.org/conda-forge/airflow) (πŸ“₯ 990K Β· ⏱️ 13.11.2023): ``` conda install -c conda-forge airflow ``` -- [Docker Hub](https://hub.docker.com/r/apache/airflow) (πŸ“₯ 340M Β· ⭐ 490 Β· ⏱️ 18.12.2023): +- [Docker Hub](https://hub.docker.com/r/apache/airflow) (πŸ“₯ 400M Β· ⭐ 490 Β· ⏱️ 18.12.2023): ``` docker pull apache/airflow ```
Celery (πŸ₯‡46 Β· ⭐ 23K) - Asynchronous task queue/job queue based on distributed message passing. BSD-3 -- [GitHub](https://github.com/celery/celery) (πŸ‘¨β€πŸ’» 1.3K Β· πŸ”€ 4.6K Β· πŸ“¦ 120K Β· πŸ“‹ 5K - 12% open Β· ⏱️ 19.12.2023): +- [GitHub](https://github.com/celery/celery) (πŸ‘¨β€πŸ’» 1.3K Β· πŸ”€ 4.6K Β· πŸ“¦ 120K Β· πŸ“‹ 5K - 12% open Β· ⏱️ 28.12.2023): ``` git clone https://github.com/celery/celery ``` -- [PyPi](https://pypi.org/project/celery) (πŸ“₯ 8.9M / month Β· πŸ“¦ 15K Β· ⏱️ 22.11.2023): +- [PyPi](https://pypi.org/project/celery) (πŸ“₯ 8.3M / month Β· πŸ“¦ 15K Β· ⏱️ 22.11.2023): ``` pip install celery ``` @@ -3780,23 +3780,23 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Prefect (πŸ₯‡43 Β· ⭐ 14K) - Prefect is a workflow orchestration tool empowering developers to.. Apache-2 -- [GitHub](https://github.com/PrefectHQ/prefect) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 1.4K Β· πŸ“¦ 4.1K Β· πŸ“‹ 4.4K - 14% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/PrefectHQ/prefect) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 1.4K Β· πŸ“¦ 4.2K Β· πŸ“‹ 4.4K - 14% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/PrefectHQ/prefect ``` -- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 660K / month Β· πŸ“¦ 160 Β· ⏱️ 20.12.2023): +- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 620K / month Β· πŸ“¦ 160 Β· ⏱️ 20.12.2023): ``` pip install prefect ``` -- [Conda](https://anaconda.org/conda-forge/prefect) (πŸ“₯ 570K Β· ⏱️ 21.12.2023): +- [Conda](https://anaconda.org/conda-forge/prefect) (πŸ“₯ 580K Β· ⏱️ 21.12.2023): ``` conda install -c conda-forge prefect ```
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Dagster (πŸ₯‡42 Β· ⭐ 9.2K) - An orchestration platform for the development, production, and.. Apache-2 +
Dagster (πŸ₯‡41 Β· ⭐ 9.2K Β· πŸ“‰) - An orchestration platform for the development, production, and.. Apache-2 -- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 380 Β· πŸ”€ 1.1K Β· πŸ“¦ 1.8K Β· πŸ“‹ 6.7K - 33% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 380 Β· πŸ”€ 1.1K Β· πŸ“¦ 1.8K Β· πŸ“‹ 6.7K - 33% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/dagster-io/dagster @@ -3810,14 +3810,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge dagster ```
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Beam (πŸ₯‡41 Β· ⭐ 7.3K Β· πŸ“‰) - Unified programming model to define and execute data processing.. Apache-2 +
Beam (πŸ₯‡41 Β· ⭐ 7.3K) - Unified programming model to define and execute data processing.. Apache-2 -- [GitHub](https://github.com/apache/beam) (πŸ‘¨β€πŸ’» 1.6K Β· πŸ”€ 4.1K Β· πŸ“¦ 2 Β· πŸ“‹ 6.4K - 67% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/apache/beam) (πŸ‘¨β€πŸ’» 1.6K Β· πŸ”€ 4.1K Β· πŸ“¦ 2 Β· πŸ“‹ 6.4K - 67% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/apache/beam ``` -- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 6.7M / month Β· πŸ“¦ 180 Β· ⏱️ 17.11.2023): +- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 6.6M / month Β· πŸ“¦ 180 Β· ⏱️ 26.12.2023): ``` pip install apache-beam ``` @@ -3828,16 +3828,16 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Great Expectations (πŸ₯ˆ40 Β· ⭐ 9.1K) - Always know what to expect from your data. Apache-2 -- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 1.4K Β· πŸ“‹ 1.8K - 8% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 1.4K Β· πŸ“‹ 1.8K - 8% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/great-expectations/great_expectations ``` -- [PyPi](https://pypi.org/project/great_expectations) (πŸ“₯ 13M / month Β· πŸ“¦ 54 Β· ⏱️ 20.12.2023): +- [PyPi](https://pypi.org/project/great_expectations) (πŸ“₯ 13M / month Β· πŸ“¦ 54 Β· ⏱️ 22.12.2023): ``` pip install great_expectations ``` -- [Conda](https://anaconda.org/conda-forge/great-expectations) (πŸ“₯ 740K Β· ⏱️ 21.12.2023): +- [Conda](https://anaconda.org/conda-forge/great-expectations) (πŸ“₯ 740K Β· ⏱️ 22.12.2023): ``` conda install -c conda-forge great-expectations ``` @@ -3849,7 +3849,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/joblib/joblib ``` -- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 42M / month Β· πŸ“¦ 6.6K Β· ⏱️ 09.08.2023): +- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 41M / month Β· πŸ“¦ 6.6K Β· ⏱️ 09.08.2023): ``` pip install joblib ``` @@ -3858,42 +3858,42 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge joblib ```
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rq (πŸ₯ˆ38 Β· ⭐ 9.3K) - Simple job queues for Python. BSD-3 +
rq (πŸ₯ˆ39 Β· ⭐ 9.3K Β· πŸ“ˆ) - Simple job queues for Python. BSD-3 -- [GitHub](https://github.com/rq/rq) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.4K Β· πŸ“¦ 15K Β· πŸ“‹ 1.1K - 14% open Β· ⏱️ 19.12.2023): +- [GitHub](https://github.com/rq/rq) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.4K Β· πŸ“¦ 15K Β· πŸ“‹ 1.1K - 14% open Β· ⏱️ 24.12.2023): ``` git clone https://github.com/rq/rq ``` -- [PyPi](https://pypi.org/project/rq) (πŸ“₯ 1.6M / month Β· πŸ“¦ 1.8K Β· ⏱️ 22.06.2023): +- [PyPi](https://pypi.org/project/rq) (πŸ“₯ 1.5M / month Β· πŸ“¦ 1.8K Β· ⏱️ 22.06.2023): ``` pip install rq ``` -- [Conda](https://anaconda.org/conda-forge/rq) (πŸ“₯ 99K Β· ⏱️ 04.09.2023): +- [Conda](https://anaconda.org/conda-forge/rq) (πŸ“₯ 100K Β· ⏱️ 04.09.2023): ``` conda install -c conda-forge rq ```
Kedro (πŸ₯ˆ38 Β· ⭐ 9.1K) - Kedro is a toolbox for production-ready data science. It uses software.. Apache-2 -- [GitHub](https://github.com/kedro-org/kedro) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 850 Β· πŸ“¦ 2.1K Β· πŸ“‹ 1.7K - 18% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/kedro-org/kedro) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 850 Β· πŸ“¦ 2.1K Β· πŸ“‹ 1.7K - 18% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/kedro-org/kedro ``` -- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 360K / month Β· πŸ“¦ 72 Β· ⏱️ 13.12.2023): +- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 350K / month Β· πŸ“¦ 72 Β· ⏱️ 13.12.2023): ``` pip install kedro ```
dbt (πŸ₯ˆ38 Β· ⭐ 8K) - dbt enables data analysts and engineers to transform their data using the.. Apache-2 -- [GitHub](https://github.com/dbt-labs/dbt-core) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.4K Β· πŸ“₯ 3.5K Β· πŸ“¦ 3.9K Β· πŸ“‹ 4.8K - 11% open Β· ⏱️ 12.12.2023): +- [GitHub](https://github.com/dbt-labs/dbt-core) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.4K Β· πŸ“₯ 3.6K Β· πŸ“¦ 3.9K Β· πŸ“‹ 4.9K - 11% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/dbt-labs/dbt-core ``` -- [PyPi](https://pypi.org/project/dbt) (πŸ“₯ 94K / month Β· πŸ“¦ 30 Β· ⏱️ 08.12.2023): +- [PyPi](https://pypi.org/project/dbt) (πŸ“₯ 90K / month Β· πŸ“¦ 30 Β· ⏱️ 08.12.2023): ``` pip install dbt ``` @@ -3909,7 +3909,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/spotify/luigi ``` -- [PyPi](https://pypi.org/project/luigi) (πŸ“₯ 530K / month Β· πŸ“¦ 420 Β· ⏱️ 05.10.2023): +- [PyPi](https://pypi.org/project/luigi) (πŸ“₯ 490K / month Β· πŸ“¦ 420 Β· ⏱️ 05.10.2023): ``` pip install luigi ``` @@ -3920,24 +3920,24 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Activeloop (πŸ₯ˆ34 Β· ⭐ 7.3K) - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use.. MPL-2.0 -- [GitHub](https://github.com/activeloopai/deeplake) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 550 Β· πŸ“¦ 2.6K Β· πŸ“‹ 440 - 11% open Β· ⏱️ 15.12.2023): +- [GitHub](https://github.com/activeloopai/deeplake) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 550 Β· πŸ“¦ 2.6K Β· πŸ“‹ 440 - 11% open Β· ⏱️ 28.12.2023): ``` git clone https://github.com/activeloopai/Hub ``` -- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 2.3K / month Β· πŸ“¦ 54 Β· ⏱️ 02.02.2023): +- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 2.2K / month Β· πŸ“¦ 54 Β· ⏱️ 02.02.2023): ``` pip install hub ```
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zenml (πŸ₯ˆ33 Β· ⭐ 3.3K) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2 +
zenml (πŸ₯ˆ33 Β· ⭐ 3.4K) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2 -- [GitHub](https://github.com/zenml-io/zenml) (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 350 Β· πŸ“₯ 1 Β· πŸ“¦ 300 Β· πŸ“‹ 250 - 16% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/zenml-io/zenml) (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 350 Β· πŸ“₯ 1 Β· πŸ“¦ 300 Β· πŸ“‹ 250 - 17% open Β· ⏱️ 22.12.2023): ``` git clone https://github.com/zenml-io/zenml ``` -- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 13K / month Β· πŸ“¦ 2 Β· ⏱️ 20.12.2023): +- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 14K / month Β· πŸ“¦ 2 Β· ⏱️ 21.12.2023): ``` pip install zenml ``` @@ -3949,7 +3949,7 @@ _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“₯ 1.2M / month Β· πŸ“¦ 86 Β· ⏱️ 22.08.2023): +- [PyPi](https://pypi.org/project/petl) (πŸ“₯ 1.1M / month Β· πŸ“¦ 86 Β· ⏱️ 22.08.2023): ``` pip install petl ``` @@ -3965,7 +3965,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/coleifer/huey ``` -- [PyPi](https://pypi.org/project/huey) (πŸ“₯ 96K / month Β· πŸ“¦ 180 Β· ⏱️ 20.09.2023): +- [PyPi](https://pypi.org/project/huey) (πŸ“₯ 88K / month Β· πŸ“¦ 180 Β· ⏱️ 20.09.2023): ``` pip install huey ``` @@ -3976,12 +3976,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
whylogs (πŸ₯ˆ31 Β· ⭐ 2.4K) - Open standard for end-to-end data and ML monitoring for any scale in.. Apache-2 -- [GitHub](https://github.com/whylabs/whylogs) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 110 Β· πŸ“₯ 44 Β· πŸ“¦ 230 Β· πŸ“‹ 410 - 4% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/whylabs/whylogs) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 110 Β· πŸ“₯ 44 Β· πŸ“¦ 230 Β· πŸ“‹ 410 - 4% open Β· ⏱️ 26.12.2023): ``` git clone https://github.com/whylabs/whylogs ``` -- [PyPi](https://pypi.org/project/whylogs) (πŸ“₯ 150K / month Β· πŸ“¦ 6 Β· ⏱️ 12.12.2023): +- [PyPi](https://pypi.org/project/whylogs) (πŸ“₯ 130K / month Β· πŸ“¦ 6 Β· ⏱️ 12.12.2023): ``` pip install whylogs ``` @@ -3993,7 +3993,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/robinhood/faust ``` -- [PyPi](https://pypi.org/project/faust) (πŸ“₯ 17K / month Β· πŸ“¦ 30 Β· ⏱️ 25.02.2020): +- [PyPi](https://pypi.org/project/faust) (πŸ“₯ 15K / month Β· πŸ“¦ 30 Β· ⏱️ 25.02.2020): ``` pip install faust ``` @@ -4005,7 +4005,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/ploomber/ploomber ``` -- [PyPi](https://pypi.org/project/ploomber) (πŸ“₯ 6.4K / month Β· πŸ“¦ 7 Β· ⏱️ 29.11.2023): +- [PyPi](https://pypi.org/project/ploomber) (πŸ“₯ 5.6K / month Β· πŸ“¦ 7 Β· ⏱️ 29.11.2023): ``` pip install ploomber ``` @@ -4021,7 +4021,7 @@ _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“₯ 250K / month Β· πŸ“¦ 25 Β· ⏱️ 14.11.2023): +- [PyPi](https://pypi.org/project/mleap) (πŸ“₯ 230K / month Β· πŸ“¦ 25 Β· ⏱️ 14.11.2023): ``` pip install mleap ``` @@ -4030,46 +4030,46 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge mleap ```
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arq (πŸ₯‰26 Β· ⭐ 1.7K) - Fast job queuing and RPC in python with asyncio and redis. MIT +
PyFunctional (πŸ₯‰26 Β· ⭐ 2.3K) - Python library for creating data pipelines with chain functional.. MIT -- [GitHub](https://github.com/samuelcolvin/arq) (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 140 Β· πŸ“¦ 500 Β· πŸ“‹ 210 - 33% open Β· ⏱️ 30.10.2023): +- [GitHub](https://github.com/EntilZha/PyFunctional) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 130 Β· πŸ“¦ 740 Β· πŸ“‹ 140 - 10% open Β· ⏱️ 27.09.2023): + + ``` + git clone https://github.com/EntilZha/PyFunctional + ``` +- [PyPi](https://pypi.org/project/pyfunctional) (πŸ“₯ 220K / month Β· πŸ“¦ 22 Β· ⏱️ 12.01.2021): + ``` + pip install pyfunctional + ``` +
+
arq (πŸ₯‰26 Β· ⭐ 1.8K) - Fast job queuing and RPC in python with asyncio and redis. MIT + +- [GitHub](https://github.com/samuelcolvin/arq) (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 150 Β· πŸ“¦ 510 Β· πŸ“‹ 210 - 33% open Β· ⏱️ 30.10.2023): ``` git clone https://github.com/samuelcolvin/arq ``` -- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 77K / month Β· πŸ“¦ 20 Β· ⏱️ 02.12.2022): +- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 76K / month Β· πŸ“¦ 21 Β· ⏱️ 02.12.2022): ``` pip install arq ``` -- [Conda](https://anaconda.org/conda-forge/arq) (πŸ“₯ 9.3K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/arq) (πŸ“₯ 9.4K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge arq ```
dbnd (πŸ₯‰26 Β· ⭐ 250) - DBND is an agile pipeline framework that helps data engineering teams.. Apache-2 -- [GitHub](https://github.com/databand-ai/dbnd) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 33 Β· πŸ“¦ 36 Β· πŸ“‹ 28 - 85% open Β· ⏱️ 05.12.2023): +- [GitHub](https://github.com/databand-ai/dbnd) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 34 Β· πŸ“¦ 36 Β· πŸ“‹ 28 - 85% open Β· ⏱️ 25.12.2023): ``` git clone https://github.com/databand-ai/dbnd ``` -- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 230K / month Β· πŸ“¦ 25 Β· ⏱️ 06.12.2023): +- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 230K / month Β· πŸ“¦ 25 Β· ⏱️ 25.12.2023): ``` pip install dbnd ```
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PyFunctional (πŸ₯‰25 Β· ⭐ 2.3K) - Python library for creating data pipelines with chain functional.. MIT - -- [GitHub](https://github.com/EntilZha/PyFunctional) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 130 Β· πŸ“¦ 730 Β· πŸ“‹ 140 - 10% open Β· ⏱️ 27.09.2023): - - ``` - git clone https://github.com/EntilZha/PyFunctional - ``` -- [PyPi](https://pypi.org/project/pyfunctional) (πŸ“₯ 240K / month Β· πŸ“¦ 22 Β· ⏱️ 12.01.2021): - ``` - pip install pyfunctional - ``` -
Pypeline (πŸ₯‰24 Β· ⭐ 1.5K Β· πŸ’€) - Concurrent data pipelines in Python . MIT - [GitHub](https://github.com/cgarciae/pypeln) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 93 Β· πŸ“¦ 110 Β· πŸ“‹ 71 - 33% open Β· ⏱️ 22.03.2023): @@ -4077,7 +4077,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/cgarciae/pypeln ``` -- [PyPi](https://pypi.org/project/pypeln) (πŸ“₯ 130K / month Β· πŸ“¦ 11 Β· ⏱️ 06.01.2022): +- [PyPi](https://pypi.org/project/pypeln) (πŸ“₯ 160K / month Β· πŸ“¦ 11 Β· ⏱️ 06.01.2022): ``` pip install pypeln ``` @@ -4093,7 +4093,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/hi-primus/optimus ``` -- [PyPi](https://pypi.org/project/optimuspyspark) (πŸ“₯ 7.4K / month Β· ⏱️ 19.07.2020): +- [PyPi](https://pypi.org/project/optimuspyspark) (πŸ“₯ 6.6K / month Β· ⏱️ 19.07.2020): ``` pip install optimuspyspark ``` @@ -4105,7 +4105,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/closeio/tasktiger ``` -- [PyPi](https://pypi.org/project/tasktiger) (πŸ“₯ 4.2K / month Β· πŸ“¦ 10 Β· ⏱️ 14.12.2023): +- [PyPi](https://pypi.org/project/tasktiger) (πŸ“₯ 3.7K / month Β· πŸ“¦ 10 Β· ⏱️ 14.12.2023): ``` pip install tasktiger ``` @@ -4117,7 +4117,7 @@ _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“₯ 200 / month Β· ⏱️ 01.08.2023): +- [PyPi](https://pypi.org/project/batchflow) (πŸ“₯ 210 / month Β· ⏱️ 01.08.2023): ``` pip install batchflow ``` @@ -4129,7 +4129,7 @@ _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“₯ 1.5K / month Β· πŸ“¦ 6 Β· ⏱️ 04.07.2022): +- [PyPi](https://pypi.org/project/pdpipe) (πŸ“₯ 1.4K / month Β· πŸ“¦ 6 Β· ⏱️ 04.07.2022): ``` pip install pdpipe ``` @@ -4138,14 +4138,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge pdpipe ```
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Mara Pipelines (πŸ₯‰19 Β· ⭐ 2K) - A lightweight opinionated ETL framework, halfway between plain.. MIT +
Mara Pipelines (πŸ₯‰18 Β· ⭐ 2K) - A lightweight opinionated ETL framework, halfway between plain.. MIT - [GitHub](https://github.com/mara/mara-pipelines) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 100 Β· πŸ“‹ 42 - 61% open Β· ⏱️ 07.12.2023): ``` git clone https://github.com/mara/mara-pipelines ``` -- [PyPi](https://pypi.org/project/mara-pipelines) (πŸ“₯ 180 / month Β· πŸ“¦ 1 Β· ⏱️ 06.12.2023): +- [PyPi](https://pypi.org/project/mara-pipelines) (πŸ“₯ 140 / month Β· πŸ“¦ 1 Β· ⏱️ 06.12.2023): ``` pip install mara-pipelines ``` @@ -4157,7 +4157,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/d6t/d6tflow ``` -- [PyPi](https://pypi.org/project/d6tflow) (πŸ“₯ 74 / month Β· ⏱️ 22.01.2019): +- [PyPi](https://pypi.org/project/d6tflow) (πŸ“₯ 67 / month Β· ⏱️ 22.01.2019): ``` pip install d6tflow ``` @@ -4169,7 +4169,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/olirice/flupy ``` -- [PyPi](https://pypi.org/project/flupy) (πŸ“₯ 190K / month Β· ⏱️ 21.10.2022): +- [PyPi](https://pypi.org/project/flupy) (πŸ“₯ 170K / month Β· ⏱️ 21.10.2022): ``` pip install flupy ``` @@ -4203,7 +4203,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/yaml/pyyaml ``` -- [PyPi](https://pypi.org/project/pyyaml) (πŸ“₯ 240M / month Β· πŸ“¦ 78K Β· ⏱️ 18.07.2023): +- [PyPi](https://pypi.org/project/pyyaml) (πŸ“₯ 230M / month Β· πŸ“¦ 78K Β· ⏱️ 18.07.2023): ``` pip install pyyaml ``` @@ -4214,12 +4214,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
XlsxWriter (πŸ₯‰37 Β· ⭐ 3.4K) - A Python module for creating Excel XLSX files. BSD-2 -- [GitHub](https://github.com/jmcnamara/XlsxWriter) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 620 Β· πŸ“¦ 70K Β· πŸ“‹ 910 - 1% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/jmcnamara/XlsxWriter) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 620 Β· πŸ“¦ 71K Β· πŸ“‹ 910 - 1% open Β· ⏱️ 08.11.2023): ``` git clone https://github.com/jmcnamara/XlsxWriter ``` -- [PyPi](https://pypi.org/project/xlsxwriter) (πŸ“₯ 16M / month Β· πŸ“¦ 4K Β· ⏱️ 19.10.2023): +- [PyPi](https://pypi.org/project/xlsxwriter) (πŸ“₯ 15M / month Β· πŸ“¦ 4K Β· ⏱️ 19.10.2023): ``` pip install xlsxwriter ``` @@ -4235,7 +4235,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/jmespath/jmespath.py ``` -- [PyPi](https://pypi.org/project/jmespath) (πŸ“₯ 120M / month Β· πŸ“¦ 7K Β· ⏱️ 17.06.2022): +- [PyPi](https://pypi.org/project/jmespath) (πŸ“₯ 120M / month Β· πŸ“¦ 7.1K Β· ⏱️ 17.06.2022): ``` pip install jmespath ``` @@ -4250,14 +4250,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched Back to top -
deepdiff (πŸ₯‡36 Β· ⭐ 1.8K) - DeepDiff: Deep Difference and search of any Python object/data... MIT +
deepdiff (πŸ₯‡35 Β· ⭐ 1.8K) - DeepDiff: Deep Difference and search of any Python object/data... MIT - [GitHub](https://github.com/seperman/deepdiff) (πŸ‘¨β€πŸ’» 79 Β· πŸ”€ 210 Β· πŸ“¦ 8.9K Β· πŸ“‹ 280 - 23% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/seperman/deepdiff ``` -- [PyPi](https://pypi.org/project/deepdiff) (πŸ“₯ 11M / month Β· πŸ“¦ 840 Β· ⏱️ 14.11.2023): +- [PyPi](https://pypi.org/project/deepdiff) (πŸ“₯ 12M / month Β· πŸ“¦ 840 Β· ⏱️ 14.11.2023): ``` pip install deepdiff ``` @@ -4304,19 +4304,19 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` pip install attrs ``` -- [Conda](https://anaconda.org/conda-forge/attrs) (πŸ“₯ 33M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/attrs) (πŸ“₯ 34M Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge attrs ```
more-itertools (πŸ₯‡39 Β· ⭐ 3.3K) - More routines for operating on iterables, beyond itertools. MIT -- [GitHub](https://github.com/more-itertools/more-itertools) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 260 Β· πŸ“₯ 2.9K Β· πŸ“¦ 200K Β· πŸ“‹ 280 - 5% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/more-itertools/more-itertools) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 260 Β· πŸ“₯ 2.9K Β· πŸ“¦ 200K Β· πŸ“‹ 280 - 5% open Β· ⏱️ 23.12.2023): ``` git clone https://github.com/more-itertools/more-itertools ``` -- [PyPi](https://pypi.org/project/more-itertools) (πŸ“₯ 60M / month Β· πŸ“¦ 9K Β· ⏱️ 03.08.2023): +- [PyPi](https://pypi.org/project/more-itertools) (πŸ“₯ 57M / month Β· πŸ“¦ 9K Β· ⏱️ 03.08.2023): ``` pip install more-itertools ``` @@ -4327,12 +4327,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
boltons (πŸ₯ˆ35 Β· ⭐ 6.3K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3 -- [GitHub](https://github.com/mahmoud/boltons) (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 350 Β· πŸ“₯ 25 Β· πŸ“¦ 5.9K Β· πŸ“‹ 170 - 38% open Β· ⏱️ 02.12.2023): +- [GitHub](https://github.com/mahmoud/boltons) (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 350 Β· πŸ“₯ 25 Β· πŸ“¦ 6K Β· πŸ“‹ 170 - 38% open Β· ⏱️ 02.12.2023): ``` git clone https://github.com/mahmoud/boltons ``` -- [PyPi](https://pypi.org/project/boltons) (πŸ“₯ 3.2M / month Β· πŸ“¦ 440 Β· ⏱️ 01.11.2023): +- [PyPi](https://pypi.org/project/boltons) (πŸ“₯ 3.6M / month Β· πŸ“¦ 440 Β· ⏱️ 01.11.2023): ``` pip install boltons ``` @@ -4348,7 +4348,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/jd/tenacity ``` -- [PyPi](https://pypi.org/project/tenacity) (πŸ“₯ 39M / month Β· πŸ“¦ 1.7K Β· ⏱️ 14.08.2023): +- [PyPi](https://pypi.org/project/tenacity) (πŸ“₯ 38M / month Β· πŸ“¦ 1.7K Β· ⏱️ 14.08.2023): ``` pip install tenacity ``` @@ -4364,7 +4364,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/ets-labs/python-dependency-injector ``` -- [PyPi](https://pypi.org/project/dependency-injector) (πŸ“₯ 1.1M / month Β· πŸ“¦ 120 Β· ⏱️ 19.12.2022): +- [PyPi](https://pypi.org/project/dependency-injector) (πŸ“₯ 1M / month Β· πŸ“¦ 120 Β· ⏱️ 19.12.2022): ``` pip install dependency-injector ``` @@ -4375,28 +4375,28 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
returns (πŸ₯‰31 Β· ⭐ 3K) - Make your functions return something meaningful, typed, and safe!. BSD-2 -- [GitHub](https://github.com/dry-python/returns) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 100 Β· πŸ“¦ 490 Β· πŸ“‹ 420 - 15% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/dry-python/returns) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 100 Β· πŸ“¦ 490 Β· πŸ“‹ 420 - 15% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/dry-python/returns ``` -- [PyPi](https://pypi.org/project/returns) (πŸ“₯ 230K / month Β· πŸ“¦ 59 Β· ⏱️ 26.08.2023): +- [PyPi](https://pypi.org/project/returns) (πŸ“₯ 210K / month Β· πŸ“¦ 59 Β· ⏱️ 26.08.2023): ``` pip install returns ``` -- [Conda](https://anaconda.org/conda-forge/returns) (πŸ“₯ 7.9K Β· ⏱️ 28.08.2023): +- [Conda](https://anaconda.org/conda-forge/returns) (πŸ“₯ 8K Β· ⏱️ 28.08.2023): ``` conda install -c conda-forge returns ```
funcy (πŸ₯‰30 Β· ⭐ 3.2K) - A fancy and practical functional tools. BSD-3 -- [GitHub](https://github.com/Suor/funcy) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 140 Β· πŸ“¦ 9.6K Β· πŸ“‹ 81 - 11% open Β· ⏱️ 17.12.2023): +- [GitHub](https://github.com/Suor/funcy) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 140 Β· πŸ“¦ 9.7K Β· πŸ“‹ 81 - 11% open Β· ⏱️ 17.12.2023): ``` git clone https://github.com/Suor/funcy ``` -- [PyPi](https://pypi.org/project/funcy) (πŸ“₯ 1.9M / month Β· πŸ“¦ 630 Β· ⏱️ 28.03.2023): +- [PyPi](https://pypi.org/project/funcy) (πŸ“₯ 1.8M / month Β· πŸ“¦ 630 Β· ⏱️ 28.03.2023): ``` pip install funcy ``` @@ -4412,7 +4412,7 @@ _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“₯ 4.1M / month Β· πŸ“¦ 1.3K Β· ⏱️ 20.06.2023): +- [PyPi](https://pypi.org/project/natsort) (πŸ“₯ 3.9M / month Β· πŸ“¦ 1.3K Β· ⏱️ 20.06.2023): ``` pip install natsort ``` @@ -4428,7 +4428,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/Erotemic/ubelt ``` -- [PyPi](https://pypi.org/project/ubelt) (πŸ“₯ 18K / month Β· πŸ“¦ 66 Β· ⏱️ 27.10.2023): +- [PyPi](https://pypi.org/project/ubelt) (πŸ“₯ 17K / month Β· πŸ“¦ 66 Β· ⏱️ 27.10.2023): ``` pip install ubelt ``` @@ -4443,8 +4443,8 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched - retrying (πŸ₯‰27 Β· ⭐ 1.9K Β· πŸ’€) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2 - ratelimit (πŸ₯‰24 Β· ⭐ 680 Β· πŸ’€) - API Rate Limit Decorator. MIT - 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 +- pinject (πŸ₯‰22 Β· ⭐ 1.3K Β· πŸ’€) - A pythonic dependency injection library. Apache-2

@@ -4452,18 +4452,18 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched Back to top -
cpython (πŸ₯‡43 Β· ⭐ 57K) - The Python programming language. MIT +
cpython (πŸ₯‡43 Β· ⭐ 58K) - The Python programming language. MIT -- [GitHub](https://github.com/python/cpython) (πŸ‘¨β€πŸ’» 2.7K Β· πŸ”€ 28K Β· πŸ“¦ 3 Β· πŸ“‹ 67K - 12% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/python/cpython) (πŸ‘¨β€πŸ’» 2.7K Β· πŸ”€ 28K Β· πŸ“¦ 3 Β· πŸ“‹ 68K - 12% open Β· ⏱️ 28.12.2023): ``` git clone https://github.com/python/cpython ``` -- [PyPi](https://pypi.org/project/cpython) (πŸ“₯ 91K / month Β· πŸ“¦ 5 Β· ⏱️ 22.07.2020): +- [PyPi](https://pypi.org/project/cpython) (πŸ“₯ 84K / month Β· πŸ“¦ 5 Β· ⏱️ 22.07.2020): ``` pip install cpython ``` -- [Conda](https://anaconda.org/conda-forge/typing) (πŸ“₯ 2.9M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/typing) (πŸ“₯ 3M Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge typing ``` @@ -4474,7 +4474,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
micropython (πŸ₯ˆ35 Β· ⭐ 18K) - MicroPython - a lean and efficient Python implementation for.. Python-2.0 -- [GitHub](https://github.com/micropython/micropython) (πŸ‘¨β€πŸ’» 610 Β· πŸ”€ 7K Β· πŸ“₯ 71K Β· πŸ“‹ 5.4K - 31% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/micropython/micropython) (πŸ‘¨β€πŸ’» 610 Β· πŸ”€ 7K Β· πŸ“₯ 71K Β· πŸ“‹ 5.4K - 31% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/micropython/micropython @@ -4506,12 +4506,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Pygments (πŸ₯‡43 Β· ⭐ 1.5K) - Pygments is a generic syntax highlighter written in Python. BSD-2 -- [GitHub](https://github.com/pygments/pygments) (πŸ‘¨β€πŸ’» 820 Β· πŸ”€ 560 Β· πŸ“¦ 630K Β· πŸ“‹ 1.8K - 23% open Β· ⏱️ 19.12.2023): +- [GitHub](https://github.com/pygments/pygments) (πŸ‘¨β€πŸ’» 820 Β· πŸ”€ 560 Β· πŸ“¦ 640K Β· πŸ“‹ 1.8K - 23% open Β· ⏱️ 23.12.2023): ``` git clone https://github.com/pygments/pygments ``` -- [PyPi](https://pypi.org/project/pygments) (πŸ“₯ 79M / month Β· πŸ“¦ 37K Β· ⏱️ 21.11.2023): +- [PyPi](https://pypi.org/project/pygments) (πŸ“₯ 75M / month Β· πŸ“¦ 37K Β· ⏱️ 21.11.2023): ``` pip install pygments ``` @@ -4520,30 +4520,30 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge pygments ```
-
cookiecutter (πŸ₯‡41 Β· ⭐ 21K) - A cross-platform command-line utility that creates projects from.. BSD-3 +
cookiecutter (πŸ₯‡40 Β· ⭐ 21K Β· πŸ“‰) - A cross-platform command-line utility that creates projects.. BSD-3 - [GitHub](https://github.com/cookiecutter/cookiecutter) (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 2K Β· πŸ“¦ 24K Β· πŸ“‹ 840 - 24% open Β· ⏱️ 27.11.2023): ``` git clone https://github.com/cookiecutter/cookiecutter ``` -- [PyPi](https://pypi.org/project/cookiecutter) (πŸ“₯ 3.3M / month Β· πŸ“¦ 1.6K Β· ⏱️ 21.11.2023): +- [PyPi](https://pypi.org/project/cookiecutter) (πŸ“₯ 3.1M / month Β· πŸ“¦ 1.6K Β· ⏱️ 21.11.2023): ``` pip install cookiecutter ``` -- [Conda](https://anaconda.org/conda-forge/cookiecutter) (πŸ“₯ 920K Β· ⏱️ 21.11.2023): +- [Conda](https://anaconda.org/conda-forge/cookiecutter) (πŸ“₯ 930K Β· ⏱️ 21.11.2023): ``` conda install -c conda-forge cookiecutter ```
pyparsing (πŸ₯‡39 Β· ⭐ 2K) - Python library for creating PEG parsers. MIT -- [GitHub](https://github.com/pyparsing/pyparsing) (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 260 Β· πŸ“₯ 8.9K Β· πŸ“¦ 900K Β· πŸ“‹ 320 - 10% open Β· ⏱️ 20.11.2023): +- [GitHub](https://github.com/pyparsing/pyparsing) (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 260 Β· πŸ“₯ 8.9K Β· πŸ“¦ 910K Β· πŸ“‹ 320 - 10% open Β· ⏱️ 20.11.2023): ``` git clone https://github.com/pyparsing/pyparsing ``` -- [PyPi](https://pypi.org/project/pyparsing) (πŸ“₯ 99M / month Β· πŸ“¦ 32K Β· ⏱️ 30.07.2023): +- [PyPi](https://pypi.org/project/pyparsing) (πŸ“₯ 96M / month Β· πŸ“¦ 32K Β· ⏱️ 30.07.2023): ``` pip install pyparsing ``` @@ -4559,7 +4559,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/mingrammer/diagrams ``` -- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 120K / month Β· πŸ“¦ 38 Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 110K / month Β· πŸ“¦ 38 Β· ⏱️ 30.10.2023): ``` pip install diagrams ``` @@ -4575,7 +4575,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/eliben/pycparser ``` -- [PyPi](https://pypi.org/project/pycparser) (πŸ“₯ 130M / month Β· πŸ“¦ 17K Β· ⏱️ 06.11.2021): +- [PyPi](https://pypi.org/project/pycparser) (πŸ“₯ 120M / month Β· πŸ“¦ 17K Β· ⏱️ 06.11.2021): ``` pip install pycparser ``` @@ -4591,7 +4591,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/GrahamDumpleton/wrapt ``` -- [PyPi](https://pypi.org/project/wrapt) (πŸ“₯ 110M / month Β· πŸ“¦ 12K Β· ⏱️ 09.11.2023): +- [PyPi](https://pypi.org/project/wrapt) (πŸ“₯ 100M / month Β· πŸ“¦ 12K Β· ⏱️ 09.11.2023): ``` pip install wrapt ``` @@ -4607,7 +4607,7 @@ _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“₯ 35M / month Β· πŸ“¦ 710 Β· ⏱️ 12.08.2022): +- [PyPi](https://pypi.org/project/py4j) (πŸ“₯ 36M / month Β· πŸ“¦ 710 Β· ⏱️ 12.08.2022): ``` pip install py4j ``` @@ -4618,24 +4618,24 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Copier (πŸ₯ˆ33 Β· ⭐ 1.4K) - Library and command-line utility for rendering projects templates. MIT -- [GitHub](https://github.com/copier-org/copier) (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 150 Β· πŸ“¦ 770 Β· πŸ“‹ 420 - 13% open Β· ⏱️ 20.12.2023): +- [GitHub](https://github.com/copier-org/copier) (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 150 Β· πŸ“¦ 790 Β· πŸ“‹ 430 - 13% open Β· ⏱️ 25.12.2023): ``` git clone https://github.com/copier-org/copier ``` -- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 190K / month Β· πŸ“¦ 42 Β· ⏱️ 27.11.2023): +- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 180K / month Β· πŸ“¦ 42 Β· ⏱️ 27.11.2023): ``` pip install copier ```
pluggy (πŸ₯ˆ33 Β· ⭐ 1.1K) - A minimalist production ready plugin system. MIT -- [GitHub](https://github.com/pytest-dev/pluggy) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 120 Β· πŸ“‹ 170 - 24% open Β· ⏱️ 19.12.2023): +- [GitHub](https://github.com/pytest-dev/pluggy) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 120 Β· πŸ“‹ 170 - 24% open Β· ⏱️ 26.12.2023): ``` git clone https://github.com/pytest-dev/pluggy ``` -- [PyPi](https://pypi.org/project/pluggy) (πŸ“₯ 97M / month Β· πŸ“¦ 11K Β· ⏱️ 26.08.2023): +- [PyPi](https://pypi.org/project/pluggy) (πŸ“₯ 91M / month Β· πŸ“¦ 11K Β· ⏱️ 26.08.2023): ``` pip install pluggy ``` @@ -4644,14 +4644,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge pluggy ```
-
decorator (πŸ₯ˆ33 Β· ⭐ 790) - Decorators for Humans. BSD-2 +
decorator (πŸ₯ˆ33 Β· ⭐ 800) - Decorators for Humans. BSD-2 - [GitHub](https://github.com/micheles/decorator) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 100 Β· πŸ“¦ 510K Β· πŸ“‹ 110 - 12% open Β· ⏱️ 23.08.2023): ``` git clone https://github.com/micheles/decorator ``` -- [PyPi](https://pypi.org/project/decorator) (πŸ“₯ 58M / month Β· πŸ“¦ 24K Β· ⏱️ 07.01.2022): +- [PyPi](https://pypi.org/project/decorator) (πŸ“₯ 56M / month Β· πŸ“¦ 24K Β· ⏱️ 07.01.2022): ``` pip install decorator ``` @@ -4671,19 +4671,19 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` pip install keyboard ``` -- [Conda](https://anaconda.org/conda-forge/keyboard) (πŸ“₯ 24K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/keyboard) (πŸ“₯ 25K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge keyboard ```
fastcore (πŸ₯‰30 Β· ⭐ 880) - Python supercharged for the fastai library. Apache-2 -- [GitHub](https://github.com/fastai/fastcore) (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 260 Β· πŸ“¦ 5.1K Β· πŸ“‹ 330 - 9% open Β· ⏱️ 25.06.2023): +- [GitHub](https://github.com/fastai/fastcore) (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 260 Β· πŸ“¦ 5.2K Β· πŸ“‹ 330 - 9% open Β· ⏱️ 25.06.2023): ``` git clone https://github.com/fastai/fastcore ``` -- [PyPi](https://pypi.org/project/fastcore) (πŸ“₯ 660K / month Β· πŸ“¦ 320 Β· ⏱️ 28.03.2023): +- [PyPi](https://pypi.org/project/fastcore) (πŸ“₯ 610K / month Β· πŸ“¦ 320 Β· ⏱️ 28.03.2023): ``` pip install fastcore ``` @@ -4699,7 +4699,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/pyscaffold/pyscaffold ``` -- [PyPi](https://pypi.org/project/pyscaffold) (πŸ“₯ 190K / month Β· πŸ“¦ 61 Β· ⏱️ 20.06.2023): +- [PyPi](https://pypi.org/project/pyscaffold) (πŸ“₯ 180K / month Β· πŸ“¦ 61 Β· ⏱️ 20.06.2023): ``` pip install pyscaffold ``` @@ -4710,7 +4710,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
pyscreenshot (πŸ₯‰27 Β· ⭐ 480 Β· πŸ’€) - Python screenshot library, replacement for the Pillow.. BSD-2 -- [GitHub](https://github.com/ponty/pyscreenshot) (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 91 Β· πŸ“¦ 3.6K Β· ⏱️ 12.03.2023): +- [GitHub](https://github.com/ponty/pyscreenshot) (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 91 Β· πŸ“¦ 3.7K Β· ⏱️ 12.03.2023): ``` git clone https://github.com/ponty/pyscreenshot @@ -4727,7 +4727,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/explosion/catalogue ``` -- [PyPi](https://pypi.org/project/catalogue) (πŸ“₯ 6M / month Β· πŸ“¦ 83 Β· ⏱️ 25.09.2023): +- [PyPi](https://pypi.org/project/catalogue) (πŸ“₯ 5.6M / month Β· πŸ“¦ 84 Β· ⏱️ 25.09.2023): ``` pip install catalogue ``` @@ -4752,14 +4752,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge send2trash ```
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python-mss (πŸ₯‰25 Β· ⭐ 910) - An ultra fast cross-platform multiple screenshots module in pure.. MIT +
python-mss (πŸ₯‰25 Β· ⭐ 920) - An ultra fast cross-platform multiple screenshots module in pure.. MIT - [GitHub](https://github.com/BoboTiG/python-mss) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 80 Β· πŸ“‹ 140 - 25% open Β· ⏱️ 06.12.2023): ``` git clone https://github.com/BoboTiG/python-mss ``` -- [PyPi](https://pypi.org/project/mss) (πŸ“₯ 510K / month Β· πŸ“¦ 260 Β· ⏱️ 20.04.2023): +- [PyPi](https://pypi.org/project/mss) (πŸ“₯ 540K / month Β· πŸ“¦ 260 Β· ⏱️ 20.04.2023): ``` pip install mss ``` @@ -4770,8 +4770,8 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Show 4 hidden projects... -- powerline-shell (πŸ₯‰26 Β· ⭐ 6.1K Β· πŸ’€) - A beautiful and useful prompt for your shell. MIT -- openpyxl (πŸ₯‰26 Β· ⭐ 67) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT +- powerline-shell (πŸ₯‰26 Β· ⭐ 6.2K Β· πŸ’€) - A beautiful and useful prompt for your shell. MIT +- openpyxl (πŸ₯‰26 Β· ⭐ 68) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT - pluginbase (πŸ₯‰24 Β· ⭐ 1.1K Β· πŸ’€) - A simple but flexible plugin system for Python. BSD-3 - macropy (πŸ₯‰22 Β· ⭐ 3.2K Β· πŸ’€) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT
diff --git a/history/2023-12-28_changes.md b/history/2023-12-28_changes.md new file mode 100644 index 0000000..17bb9dd --- /dev/null +++ b/history/2023-12-28_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._ + +- docker (πŸ₯ˆ43 Β· ⭐ 6.5K Β· πŸ“ˆ) - A Python library for the Docker Engine API. Apache-2 +- rq (πŸ₯ˆ39 Β· ⭐ 9.3K Β· πŸ“ˆ) - Simple job queues for Python. BSD-3 +- dill (πŸ₯ˆ36 Β· ⭐ 2.1K Β· πŸ“ˆ) - serialize all of Python. BSD-3 +- zarr (πŸ₯ˆ35 Β· ⭐ 1.3K Β· πŸ“ˆ) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT +- multidict (πŸ₯ˆ33 Β· ⭐ 360 Β· πŸ“ˆ) - The multidict implementation. Apache-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._ + +- pydantic (πŸ₯‡44 Β· ⭐ 17K Β· πŸ“‰) - Data validation using Python type hints. MIT +- Dagster (πŸ₯‡41 Β· ⭐ 9.2K Β· πŸ“‰) - An orchestration platform for the development, production, and.. Apache-2 +- polars (πŸ₯ˆ40 Β· ⭐ 23K Β· πŸ“‰) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT +- cookiecutter (πŸ₯‡40 Β· ⭐ 21K Β· πŸ“‰) - A cross-platform command-line utility that creates projects.. BSD-3 +- pexpect (πŸ₯‡38 Β· ⭐ 2.5K Β· πŸ“‰) - A Python module for controlling interactive programs in a pseudo-.. ISC + diff --git a/history/2023-12-28_projects.csv b/history/2023-12-28_projects.csv new file mode 100644 index 0000000..1c70a33 --- /dev/null +++ b/history/2023-12-28_projects.csv @@ -0,0 +1,392 @@ +,name,github_id,description,resource,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_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,dependent_project_count,github_dependent_project_count,pypi_id,conda_id,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,labels,dockerhub_id,helm_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,updated_github_id,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/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2023-12-21 15:57:57.000,2023-12-21 15:57:56,448.0,22.0,2136,383.0,237.0,18.0,33.0,14918,2023-12-21 15:58:02.000,2023.12.21,100.0,44.0,0,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 13:09:27.000,2023-12-21 16:58:32.000,2023-12-21 16:58:31,293.0,24.0,155,51.0,175.0,,3.0,2090,2023-12-21 16:58:37.000,2023.12.21,100.0,14.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +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 14:46:24.000,2023-12-21 15:57:41.000,2023-12-21 15:57:40,291.0,22.0,41,24.0,171.0,3.0,5.0,852,2023-12-21 15:57:50.000,2023.12.21,100.0,7.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +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 13:09:27.000,2023-12-21 16:58:32.000,2023-12-21 16:58:31,293.0,24.0,155,51.0,175.0,,3.0,2090,2023-12-21 16:58:37.000,2023.12.21,100.0,14.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +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/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2023-12-21 15:57:57.000,2023-12-21 15:57:56,448.0,22.0,2136,383.0,237.0,18.0,33.0,14918,2023-12-21 15:58:02.000,2023.12.21,100.0,44.0,0,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 21:02:35.000,2023-12-18 04:41:53.000,2023-01-27 22:41:14,830.0,,6876,1660.0,323.0,13.0,73.0,38694,,,,128.0,0,True,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/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python#text-data--nlp,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2023-12-21 15:57:57.000,2023-12-21 15:57:56,448.0,22.0,2136,383.0,237.0,18.0,33.0,14918,2023-12-21 15:58:02.000,2023.12.21,100.0,44.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7,numpy,numpy/numpy,The fundamental package for scientific computing with Python.,,data-containers,https://github.com/numpy/numpy,https://github.com/numpy/numpy,BSD-3-Clause,2010-09-13 23:02:39.000,2023-12-27 20:13:34.000,2023-12-27 12:07:48,34649.0,939.0,8859,599.0,13402.0,2187.0,10084.0,25304,2023-11-13 00:42:04.000,1.26.2,154.0,1714.0,54,True,2167400.0,2026119.0,numpy,conda-forge/numpy,917508.0,209475930.0,https://pypi.org/project/numpy,2023-11-12 22:51:49.000,141281.0,207832840.0,https://anaconda.org/conda-forge/numpy,2023-11-25 04:38:46.672,68522030.0,1.0,,,,,,,,,,,,,,,,,,, +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 15:52:15.000,2023-12-28 13:11:19.000,2023-12-28 05:07:22,16600.0,691.0,15355,2065.0,9136.0,901.0,5155.0,62407,2023-11-15 23:29:56.000,4.25.1,152.0,1184.0,52,True,581666.0,561604.0,protobuf,conda-forge/protobuf,37621339.0,164970045.0,https://pypi.org/project/protobuf,2023-11-15 23:29:56.000,16464.0,157642600.0,https://anaconda.org/conda-forge/protobuf,2023-10-09 03:04:22.510,16533272.0,1.0,google-protobuf,https://www.npmjs.com/package/google-protobuf,2022-10-10 20:14:06.161,3598.0,6068037.0,,,,,,,,,,,,,, +9,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 01:37:33.000,2023-12-28 12:59:25.000,2023-12-28 00:02:39,34041.0,683.0,17040,1116.0,30912.0,3609.0,22201.0,40731,2023-12-08 15:39:17.000,2.1.4,123.0,3508.0,52,True,1525991.0,1450645.0,pandas,conda-forge/pandas,240533.0,151066305.0,https://pypi.org/project/pandas,2023-12-22 20:01:52.000,75346.0,149839470.0,https://anaconda.org/conda-forge/pandas,2023-12-23 02:00:12.185,46537437.0,1.0,,,,,,['pandas'],,,,,,,,,,,,, +10,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 18:04:58.000,2023-12-28 13:01:47.000,2023-12-28 12:26:37,22573.0,994.0,13299,755.0,24236.0,912.0,7647.0,33360,2023-12-18 19:16:17.000,2.8.0,174.0,3120.0,48,True,9298.0,8969.0,apache-airflow,conda-forge/airflow,578389.0,31772261.0,https://pypi.org/project/apache-airflow,2023-12-18 17:04:26.000,329.0,27918074.0,https://anaconda.org/conda-forge/airflow,2023-11-13 20:15:27.982,985444.0,1.0,,,,,,,apache/airflow,stable/airflow,https://hub.docker.com/r/apache/airflow,2023-12-18 18:47:29.931577,494.0,397734432.0,,,,,,, +11,boto3,boto/boto3,AWS SDK for Python.,,db-clients,https://github.com/boto/boto3,https://github.com/boto/boto3,Apache-2.0,2014-10-03 21:38:03.000,2023-12-28 02:21:49.997,2023-12-27 19:09:00,5659.0,213.0,1865,242.0,717.0,179.0,2968.0,8494,2023-12-27 20:23:57.000,1.34.9,1458.0,153.0,48,True,412496.0,394290.0,boto3,conda-forge/boto3,,845501408.0,https://pypi.org/project/boto3,2023-12-27 20:23:57.000,18206.0,845085195.0,https://anaconda.org/conda-forge/boto3,2023-12-28 02:21:49.997,17897201.0,1.0,,,,,,,,,,,,,,,,,,, +12,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 14:58:02.000,2023-12-27 20:46:46.000,2023-12-22 14:52:12,54177.0,161.0,23894,1931.0,50230.0,885.0,31372.0,59724,2023-12-11 20:57:49.000,2.16.2,345.0,6808.0,47,True,35583.0,31501.0,ansible,conda-forge/ansible,,4507018.0,https://pypi.org/project/ansible,2023-12-06 14:20:57.000,4082.0,4484178.0,https://anaconda.org/conda-forge/ansible,2023-10-11 16:44:12.810,982123.0,1.0,,,,,,,,,,,,,,,,,,, +13,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,Apache-2.0,2013-08-07 02:23:38.000,2023-12-28 13:13:40.000,2023-12-28 12:35:33,11282.0,337.0,1726,124.0,7709.0,31.0,2320.0,5977,2023-11-28 00:48:49.000,41.0.7,121.0,302.0,47,True,620358.0,598575.0,cryptography,conda-forge/cryptography,,211737296.0,https://pypi.org/project/cryptography,2023-11-28 00:48:49.000,21783.0,210638729.0,https://anaconda.org/conda-forge/cryptography,2023-12-03 01:10:58.240,45041283.0,1.0,,,,,,,,,,,,,,,,,,, +14,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 11:31:24.000,2023-12-28 11:22:32.000,2023-12-28 11:22:32,12395.0,66.0,4575,473.0,3176.0,650.0,4367.0,22778,2023-11-22 15:18:14.000,5.3.6,203.0,1324.0,46,True,136937.0,121835.0,celery,conda-forge/celery,,8325714.0,https://pypi.org/project/celery,2023-11-22 15:16:19.000,15102.0,8289670.0,https://anaconda.org/conda-forge/celery,2023-09-05 18:58:51.808,1513889.0,1.0,,,,,,,,,,,,,,,,,,, +15,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 09:52:19.000,2023-12-07 17:41:46.000,2023-09-01 21:20:27,2402.0,,1411,184.0,1077.0,111.0,1431.0,14635,2023-08-17 17:29:32.000,8.1.7,53.0,366.0,45,True,1578510.0,1502666.0,click,conda-forge/click,196.0,160275788.0,https://pypi.org/project/click,2023-08-17 17:29:10.000,75844.0,159221067.0,https://anaconda.org/conda-forge/click,2023-08-17 22:44:46.345,32696244.0,1.0,,,,,,,,,,,,,,,,,,, +16,SQLAlchemy,sqlalchemy/sqlalchemy,The Database Toolkit for Python.,,db-clients,https://github.com/sqlalchemy/sqlalchemy,https://github.com/sqlalchemy/sqlalchemy,MIT,2018-11-27 03:35:03.000,2023-12-27 22:35:33.000,2023-12-27 22:35:07,16727.0,157.0,1307,89.0,719.0,212.0,7406.0,8174,2023-11-02 14:52:13.000,rel_2_0_23,294.0,673.0,45,True,739094.0,691195.0,SQLAlchemy,conda-forge/sqlalchemy,47856.0,101147712.0,https://pypi.org/project/SQLAlchemy,2023-11-02 14:52:02.000,47899.0,100761911.0,https://anaconda.org/conda-forge/sqlalchemy,2023-11-02 19:25:18.675,13854399.0,1.0,,,,,,,,,,,,,,,,,,, +17,pydantic,samuelcolvin/pydantic,Data validation using Python type hints.,,data-validation,https://github.com/pydantic/pydantic,https://github.com/pydantic/pydantic,MIT,2017-05-03 21:23:58.000,2023-12-28 08:55:40.000,2023-12-20 13:57:12,2678.0,164.0,1552,103.0,3290.0,298.0,3231.0,17024,2023-12-22 10:39:43.000,2.5.3,128.0,458.0,44,True,321173.0,311222.0,pydantic,conda-forge/pydantic,,136608389.0,https://pypi.org/project/pydantic,2023-12-22 10:39:43.000,9951.0,136443805.0,https://anaconda.org/conda-forge/pydantic,2023-12-22 12:37:31.854,6747982.0,1.0,,,,,,,,,,,,,pydantic/pydantic,-1.0,,,,, +18,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 16:07:36.000,2023-12-28 09:02:37.414,2023-12-27 19:08:50,11756.0,227.0,3985,572.0,3644.0,576.0,4005.0,14562,2023-12-27 20:23:28.000,1.32.9,1865.0,432.0,44,True,3064.0,3.0,awscli,conda-forge/awscli,1571.0,141318190.0,https://pypi.org/project/awscli,2023-12-27 20:23:28.000,3061.0,140788207.0,https://anaconda.org/conda-forge/awscli,2023-12-28 09:02:37.414,21728315.0,1.0,,,,,,,,,,,,,,,,,,, +19,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 13:25:36.000,2023-12-28 00:59:41.589,2023-12-27 19:09:03,10585.0,291.0,1036,65.0,2042.0,144.0,922.0,1368,2023-12-27 20:23:06.000,1.34.9,1856.0,202.0,44,True,306943.0,298326.0,botocore,conda-forge/botocore,,367216832.0,https://pypi.org/project/botocore,2023-12-27 20:23:06.000,8617.0,366552362.0,https://anaconda.org/conda-forge/botocore,2023-12-28 00:59:41.589,24585413.0,1.0,,,,,,,,,,,,,,,,,,, +20,cpython,python/cpython,The Python programming language.,,python-implementations,https://github.com/python/cpython,https://github.com/python/cpython,MIT,2016-03-22 19:11:29.679,2023-12-28 12:51:34.000,2023-12-28 10:47:44,120107.0,1138.0,28479,1501.0,47066.0,8645.0,58896.0,57532,2020-07-22 03:00:52.000,0.0.6,11.0,2741.0,43,True,11.0,3.0,cpython,conda-forge/typing,,116094.0,https://pypi.org/project/cpython,2020-07-22 03:00:52.000,5.0,84368.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,2950520.0,1.0,@buckpkg/python,https://www.npmjs.com/package/@buckpkg/python,2017-08-03 05:51:22.671,3.0,,,,,,,,,,,,,,, +21,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 15:28:09.000,2023-12-25 20:25:21.000,2023-11-15 16:31:56,3870.0,26.0,1675,543.0,1056.0,197.0,1058.0,45906,2023-11-15 16:33:44.000,13.7.0,190.0,235.0,43,True,158667.0,152941.0,rich,conda-forge/rich,,36873999.0,https://pypi.org/project/rich,2023-11-15 16:32:11.000,5726.0,36730775.0,https://anaconda.org/conda-forge/rich,2023-11-16 18:47:06.251,5872212.0,1.0,,,,,,,,,,,,,,,,,,, +22,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 18:33:01.000,2023-12-26 21:26:34.000,2023-12-19 22:43:55,3061.0,48.0,3196,640.0,2439.0,151.0,2197.0,21539,2023-05-26 17:35:41.785,23.5.26,35.0,670.0,43,True,86011.0,85395.0,flatbuffers,conda-forge/flatbuffers,321538.0,14814114.0,https://pypi.org/project/flatbuffers,2023-05-26 17:35:41.785,338.0,13806344.0,https://anaconda.org/conda-forge/flatbuffers,2023-06-16 13:16:12.196,929669.0,1.0,flatbuffers,https://www.npmjs.com/package/flatbuffers,2023-05-26 17:35:18.315,278.0,994734.0,,,,,,,,,,,,,, +23,Datasets,huggingface/datasets,"The largest hub of ready-to-use datasets for ML 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 09:23:22.000,2023-12-24 20:03:24.000,2023-12-22 14:25:34,3669.0,99.0,2423,278.0,3847.0,624.0,2003.0,17801,2023-12-22 14:21:44.000,2.16.0,80.0,540.0,43,True,34211.0,33394.0,datasets,conda-forge/datasets,,6495851.0,https://pypi.org/project/datasets,2023-12-22 14:17:40.000,817.0,6479029.0,https://anaconda.org/conda-forge/datasets,2023-12-22 20:14:06.111,605624.0,1.0,,,,,,,,,,,,,,,,,,, +24,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 23:00:09.000,2023-12-25 09:26:51.000,2023-12-13 16:59:25,3498.0,77.0,1846,221.0,1279.0,21.0,664.0,16682,2023-12-13 16:59:53.000,21.0.0,323.0,552.0,43,True,197388.0,194149.0,Faker,conda-forge/faker,,10802483.0,https://pypi.org/project/Faker,2023-12-13 16:59:43.000,3239.0,10781521.0,https://anaconda.org/conda-forge/faker,2023-12-13 18:30:46.739,880435.0,1.0,,,,,,,,,,,,,,,,,,, +25,Prefect,PrefectHQ/prefect,"Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines.",,data-pipelines,https://github.com/PrefectHQ/prefect,https://github.com/PrefectHQ/prefect,Apache-2.0,2018-06-29 21:59:26.000,2023-12-27 23:45:03.000,2023-12-27 17:18:32,15538.0,378.0,1394,158.0,6578.0,631.0,3763.0,13651,2023-12-20 23:02:12.000,2.14.12,251.0,431.0,43,True,4316.0,4160.0,prefect,conda-forge/prefect,,632477.0,https://pypi.org/project/prefect,2023-12-20 23:02:12.000,156.0,619061.0,https://anaconda.org/conda-forge/prefect,2023-12-21 06:44:49.936,576897.0,1.0,,,,,,,,,,,,,,,,,,, +26,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 10:22:26.000,2023-12-28 10:40:38.000,2023-12-11 22:42:39,2276.0,28.0,2473,324.0,1499.0,227.0,1394.0,11978,2023-09-26 06:51:15.000,5.0.1,119.0,423.0,43,True,27795.0,,redis,conda-forge/redis-py,,35780246.0,https://pypi.org/project/redis,2023-11-16 12:21:49.000,27795.0,35752992.0,https://anaconda.org/conda-forge/redis-py,2023-09-26 08:33:02.363,1144687.0,1.0,,,,,,,,,,,,,,,,,,, +27,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 16:15:07.000,2023-12-22 10:31:03.000,2023-12-20 16:43:12,3369.0,22.0,1701,196.0,1592.0,437.0,1224.0,6484,2023-12-08 20:47:46.000,7.0.0,88.0,448.0,43,True,76951.0,72983.0,docker,conda-forge/docker-py,758.0,35674974.0,https://pypi.org/project/docker,2023-12-08 20:42:23.000,3968.0,35581422.0,https://anaconda.org/conda-forge/docker-py,2023-12-09 00:27:54.457,3928973.0,2.0,,,,,,,,,,,,,,1.0,,,,, +28,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 15:46:03.000,2023-12-23 16:23:28.000,2023-12-23 16:23:25,6635.0,115.0,564,33.0,834.0,417.0,1385.0,1470,2023-11-21 20:44:20.000,2.17.2,64.0,819.0,43,True,675630.0,638281.0,pygments,conda-forge/pygments,,75698264.0,https://pypi.org/project/pygments,2023-11-21 20:43:49.000,37349.0,74999301.0,https://anaconda.org/conda-forge/pygments,2023-11-21 23:08:47.737,27259573.0,1.0,,,,,,,,,,,,,,,,,,, +29,pulumi,pulumi/pulumi,Pulumi - Infrastructure as Code in any programming language. Build infrastructure intuitively on any cloud using..,,infrastructure,https://github.com/pulumi/pulumi,https://github.com/pulumi/pulumi,Apache-2.0,2016-10-31 21:02:47.000,2023-12-28 12:49:56.000,2023-12-27 20:51:53,11134.0,340.0,1013,178.0,7359.0,2032.0,4783.0,18571,2023-12-21 00:18:21.000,3.99.0,3930.0,251.0,42,True,8137.0,7033.0,pulumi,,1798832.0,3019629.0,https://pypi.org/project/pulumi,2023-12-21 00:18:21.000,170.0,1024075.0,,,,2.0,@pulumi/pulumi,https://www.npmjs.com/package/@pulumi/pulumi,2023-12-21 00:18:02.116,934.0,1889741.0,,,,,,,,,,,,,, +30,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 03:41:08.000,2023-12-26 14:14:38.000,2023-12-18 19:43:49,3982.0,24.0,2008,317.0,770.0,1007.0,787.0,8642,2023-12-18 19:35:30.000,3.4.0,145.0,187.0,42,True,101287.0,88283.0,paramiko,conda-forge/paramiko,,46696763.0,https://pypi.org/project/paramiko,2023-12-18 19:35:30.000,13004.0,46596786.0,https://anaconda.org/conda-forge/paramiko,2023-12-19 20:01:44.239,4099079.0,2.0,,,,,,,,,,,,,,,,,,, +31,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 15:51:47.000,2023-12-21 14:05:37.000,2023-12-21 14:04:36,37393.0,604.0,1559,301.0,8065.0,67.0,3644.0,4473,2023-12-13 20:46:13.000,google-maps-fleetengine-delivery-v0.1.3,100.0,507.0,42,True,2022.0,,google-cloud-storage,conda-forge/google-cloud-storage,,57775812.0,https://pypi.org/project/google-cloud-storage,2023-12-12 19:05:28.000,2022.0,57675825.0,https://anaconda.org/conda-forge/google-cloud-storage,2023-12-13 03:16:00.387,4099474.0,1.0,,,,,,,,,,,,,,,,,,, +32,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 16:46:12.000,2023-12-28 09:50:24.000,2023-12-26 03:50:09,16265.0,690.0,2605,378.0,24565.0,1233.0,7863.0,3959,2023-12-20 05:49:21.000,azure-mgmt-healthcareapis_2.0.0,100.0,671.0,42,True,3104.0,2379.0,azure-storage-blob,conda-forge/azure-storage-blob,,44531200.0,https://pypi.org/project/azure-storage-blob,2023-11-07 23:50:46.000,725.0,44505851.0,https://anaconda.org/conda-forge/azure-storage-blob,2023-11-08 03:20:44.805,1064659.0,1.0,,,,,,,,,,,,,,,,,,, +33,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 20:14:11.000,2023-12-26 23:18:32.000,2023-12-26 23:18:20,4566.0,19.0,1370,198.0,474.0,1.0,2339.0,10538,2023-10-13 15:46:19.000,3.17.0,185.0,153.0,41,True,29218.0,25487.0,peewee,conda-forge/peewee,,1592278.0,https://pypi.org/project/peewee,2023-10-13 15:45:49.000,3731.0,1577639.0,https://anaconda.org/conda-forge/peewee,2023-10-13 19:03:08.980,585585.0,1.0,,,,,,,,,,,,,,,,,,, +34,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 16:30:04.000,2023-12-28 13:04:27.000,2023-12-27 21:16:34,16743.0,806.0,1130,105.0,11212.0,2247.0,4501.0,9248,2023-12-14 19:19:44.000,1.5.13,587.0,375.0,41,True,1940.0,1805.0,dagster,conda-forge/dagster,,1132205.0,https://pypi.org/project/dagster,2023-12-14 18:44:33.000,135.0,1107812.0,https://anaconda.org/conda-forge/dagster,2023-12-14 21:44:09.732,1048913.0,1.0,,,,,,,,,,,,,,-1.0,,,,, +35,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 08:00:06.000,2023-12-28 12:14:06.000,2023-12-27 21:33:49,41328.0,783.0,4092,261.0,23533.0,4309.0,2103.0,7305,2023-11-17 18:45:43.000,2.52.0,104.0,1588.0,41,True,183.0,2.0,apache-beam,conda-forge/apache-beam-with-aws,,6591416.0,https://pypi.org/project/apache-beam,2023-12-26 19:37:32.000,181.0,6589269.0,https://anaconda.org/conda-forge/apache-beam-with-aws,2023-10-12 14:22:38.428,57992.0,1.0,,,,,,,,,,,,,,,,,,, +36,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,MIT,2011-12-30 03:37:43.000,2023-12-25 13:26:29.000,2023-12-25 13:26:26,2611.0,46.0,571,59.0,345.0,31.0,770.0,4334,2023-11-16 17:08:08.000,4.20.0,100.0,109.0,41,True,517233.0,498229.0,jsonschema,conda-forge/jsonschema,130.0,101335113.0,https://pypi.org/project/jsonschema,2023-11-16 17:08:03.000,19004.0,100663859.0,https://anaconda.org/conda-forge/jsonschema,2023-11-16 18:45:00.717,25507527.0,1.0,,,,,,,,,,,,,python-jsonschema/jsonschema,,,,,, +37,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 00:40:02.000,2023-12-22 21:52:59.000,2023-12-05 09:07:14,4340.0,52.0,530,57.0,899.0,257.0,1214.0,1963,2023-10-09 14:43:38.000,3.10.0,38.0,198.0,41,True,263241.0,248113.0,h5py,conda-forge/h5py,3032.0,15811613.0,https://pypi.org/project/h5py,2023-10-09 14:43:38.000,15128.0,15476710.0,https://anaconda.org/conda-forge/h5py,2023-12-13 14:02:18.065,14064392.0,1.0,,,,,,,,,,,,,,,,,,, +38,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 11:40:58.000,2023-12-23 02:49:40.000,2023-12-22 15:03:02,4550.0,133.0,5110,718.0,3932.0,203.0,7025.0,31274,2023-11-23 08:49:38.000,2.23.3,144.0,525.0,40,True,1588.0,340.0,docker-compose,conda-forge/docker-compose,89106632.0,3079702.0,https://pypi.org/project/docker-compose,2021-05-10 11:22:10.000,1248.0,1357053.0,https://anaconda.org/conda-forge/docker-compose,2023-10-02 18:04:01.931,380543.0,2.0,,,,,,,,,,,,,,,,,,, +39,polars,pola-rs/polars,"Dataframes powered by a multithreaded, vectorized query engine, written in Rust.",,data-containers,https://github.com/pola-rs/polars,https://github.com/pola-rs/polars,MIT,2020-05-13 19:45:33.000,2023-12-28 13:29:55.000,2023-12-28 13:25:08,8329.0,847.0,1317,140.0,7261.0,1329.0,4716.0,22550,2023-12-20 19:18:08.000,py-0.20.2,332.0,329.0,40,True,383.0,2.0,polars,,132.0,3474348.0,https://pypi.org/project/polars,2023-12-28 13:11:19.000,381.0,3474338.0,,,,2.0,,,,,,,,,,,,,,-1.0,,,,, +40,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 18:31:22.000,2023-12-25 20:52:18.000,2023-11-27 20:58:58,3043.0,16.0,1955,227.0,1125.0,206.0,639.0,20902,2023-11-21 16:41:53.000,2.5.0,41.0,318.0,40,True,25967.0,24354.0,cookiecutter,conda-forge/cookiecutter,,3161459.0,https://pypi.org/project/cookiecutter,2023-11-21 16:41:53.000,1613.0,3131599.0,https://anaconda.org/conda-forge/cookiecutter,2023-11-21 18:43:10.623,925677.0,1.0,,,,,,,,,,,,,,-1.0,,,,, +41,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 20:27:32.000,2023-12-28 12:56:15.000,2023-12-28 12:54:57,12868.0,56.0,3091,605.0,3573.0,728.0,4264.0,16569,2023-06-17 17:37:56.000,2.2.1,45.0,604.0,40,True,12294.0,11681.0,kivy,conda-forge/kivy,34906.0,143741.0,https://pypi.org/project/kivy,2023-12-28 09:50:01.000,613.0,135698.0,https://anaconda.org/conda-forge/kivy,2023-09-19 14:04:00.409,332224.0,1.0,,,,,,,,,,,,,,,,,,, +42,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 00:18:46.000,2023-12-28 12:56:51.000,2023-12-22 22:10:10,11850.0,249.0,1415,78.0,7252.0,149.0,1646.0,9104,2023-12-22 19:49:18.000,0.18.7,259.0,421.0,40,True,54.0,,great_expectations,conda-forge/great-expectations,,13214012.0,https://pypi.org/project/great_expectations,2023-12-22 18:20:24.000,54.0,13196751.0,https://anaconda.org/conda-forge/great-expectations,2023-12-22 20:21:15.770,742235.0,2.0,,,,,,,,,,,,,,,,,,, +43,PyMySQL,PyMySQL/PyMySQL,MySQL client library for Python.,,db-clients,https://github.com/PyMySQL/PyMySQL,https://github.com/PyMySQL/PyMySQL,MIT,2011-07-27 17:38:47.000,2023-12-14 07:04:50.000,2023-12-14 07:04:49,1099.0,15.0,1466,229.0,490.0,14.0,634.0,7465,2023-06-26 05:34:54.000,1.1.0,42.0,124.0,40,True,200447.0,199838.0,PyMySQL,conda-forge/pymysql,,39501026.0,https://pypi.org/project/PyMySQL,2023-06-26 05:34:24.409,609.0,39470075.0,https://anaconda.org/conda-forge/pymysql,2023-06-26 13:59:27.383,1269010.0,1.0,,,,,,,,,,,,,,,,,,, +44,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 21:32:24.000,2023-12-26 16:02:32.000,2023-12-26 16:02:31,3268.0,21.0,628,83.0,1022.0,160.0,1042.0,6754,2023-07-20 22:08:23.000,3.20.1,171.0,208.0,40,True,122892.0,112526.0,marshmallow,conda-forge/marshmallow,,31447323.0,https://pypi.org/project/marshmallow,2023-07-20 22:08:23.000,10366.0,31394444.0,https://anaconda.org/conda-forge/marshmallow,2023-07-21 07:34:27.618,2220941.0,2.0,,,,,,,,,,,,,,,,,,, +45,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 15:01:01.000,2023-12-21 18:29:21.000,2023-12-08 18:24:25,1384.0,24.0,365,65.0,547.0,119.0,547.0,4967,2023-04-16 10:50:23.776,23.1.0,27.0,151.0,40,True,930531.0,912128.0,attrs,conda-forge/attrs,,130789642.0,https://pypi.org/project/attrs,2023-04-16 10:50:23.776,18403.0,130375708.0,https://anaconda.org/conda-forge/attrs,2023-06-16 13:22:51.814,33528713.0,1.0,,,,,,,,,,,,,,,,,,, +46,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 22:47:39.000,2023-12-13 07:06:56.000,2023-12-13 07:06:55,1586.0,36.0,1207,404.0,1340.0,52.0,1019.0,4064,2023-12-08 06:23:03.000,8.11.1,137.0,200.0,40,True,51347.0,45204.0,elasticsearch,conda-forge/elasticsearch,3546.0,16227081.0,https://pypi.org/project/elasticsearch,2023-12-08 06:23:03.000,6143.0,16204718.0,https://anaconda.org/conda-forge/elasticsearch,2023-12-08 08:04:02.493,957640.0,1.0,,,,,,,,,,,,,,,,,,, +47,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 06:48:26.000,2023-12-01 10:50:33.000,2023-12-01 10:50:33,1499.0,10.0,384,61.0,713.0,400.0,467.0,3526,2023-08-09 09:27:06.000,1.3.2,110.0,127.0,40,True,379551.0,372979.0,joblib,conda-forge/joblib,,41527209.0,https://pypi.org/project/joblib,2023-08-09 09:23:34.000,6572.0,40954151.0,https://anaconda.org/conda-forge/joblib,2023-08-09 10:36:06.506,23495400.0,2.0,,,,,,,,,,,,,,,,,,, +48,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 17:21:10.000,2023-12-27 18:10:53.000,2023-12-21 15:24:51,4912.0,148.0,992,109.0,3817.0,1106.0,3027.0,3294,2023-12-08 19:39:07.000,2023.12.0,87.0,463.0,40,True,25133.0,23011.0,xarray,conda-forge/xarray,,3799580.0,https://pypi.org/project/xarray,2023-12-08 19:39:07.000,2122.0,3570189.0,https://anaconda.org/conda-forge/xarray,2023-12-08 22:05:21.882,9405069.0,2.0,,,,,,,,,,,,,,,,,,, +49,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 04:14:54.000,2023-12-04 05:49:04.000,2023-10-22 20:53:42,936.0,10.0,566,226.0,249.0,87.0,258.0,9752,2023-10-22 22:02:54.000,0.19.0,80.0,60.0,39,True,110026.0,108092.0,uvloop,conda-forge/uvloop,426.0,9471607.0,https://pypi.org/project/uvloop,2023-10-22 22:02:54.000,1934.0,9453852.0,https://anaconda.org/conda-forge/uvloop,2023-10-23 19:09:59.969,674569.0,1.0,,,,,,,,,,,,,,,,,,, +50,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 10:53:48.000,2023-12-24 03:16:18.000,2023-12-24 03:16:18,1810.0,14.0,1361,210.0,870.0,163.0,941.0,9287,2023-06-22 02:17:03.239,1.15.1,76.0,303.0,39,True,17156.0,15373.0,rq,conda-forge/rq,,1484348.0,https://pypi.org/project/rq,2023-06-22 02:17:03.239,1783.0,1481658.0,https://anaconda.org/conda-forge/rq,2023-09-04 10:10:27.153,99534.0,2.0,,,,,,,,,,,,,,1.0,,,,, +51,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 22:12:08.000,2023-12-22 22:28:22.000,2023-12-13 08:44:43,2734.0,29.0,734,150.0,749.0,599.0,556.0,8745,2023-12-13 09:51:12.000,3.0.43,127.0,223.0,39,True,1685.0,,prompt_toolkit,conda-forge/prompt-toolkit,,37953689.0,https://pypi.org/project/prompt_toolkit,2023-12-13 08:44:35.000,1685.0,37443861.0,https://anaconda.org/conda-forge/prompt-toolkit,2023-12-12 16:46:57.325,20393131.0,2.0,,,,,,,,,,,,,,,,,,, +52,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 20:23:27.000,2023-11-08 16:36:27.000,2023-09-30 22:03:06,1402.0,5.0,667,135.0,673.0,97.0,399.0,8444,2023-09-30 22:11:17.000,1.3.0,64.0,270.0,39,True,88309.0,83488.0,arrow,conda-forge/arrow,,21383288.0,https://pypi.org/project/arrow,2023-09-30 22:11:16.000,4821.0,21299368.0,https://anaconda.org/conda-forge/arrow,2023-10-01 03:00:03.614,3524661.0,1.0,,,,,,,,,,,,,,,,,,, +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 13:00:26.000,2023-12-14 18:13:37.000,2023-12-14 02:11:04,2178.0,12.0,1359,148.0,972.0,297.0,1194.0,5412,2020-09-30 07:33:37.000,2.0.1,36.0,217.0,39,True,24725.0,23285.0,kafka-python,conda-forge/kafka-python,1834.0,7221170.0,https://pypi.org/project/kafka-python,2020-09-30 07:24:01.000,1440.0,7215757.0,https://anaconda.org/conda-forge/kafka-python,2023-06-16 13:25:06.579,426432.0,2.0,,,,,,,,,,,,,,,,,,, +54,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 15:18:06.000,2023-12-23 21:37:44.000,2023-12-19 23:42:23,5493.0,74.0,1190,240.0,1459.0,14.0,,3977,2023-11-29 15:44:00.000,4.6.1,136.0,206.0,39,True,20222.0,,pymongo,conda-forge/pymongo,,23081448.0,https://pypi.org/project/pymongo,2023-11-29 15:24:45.000,20222.0,23046786.0,https://anaconda.org/conda-forge/pymongo,2023-11-29 18:53:05.227,1421149.0,2.0,,,,,,,,,,,,,,,,,,, +55,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 05:15:14.000,2023-12-23 19:14:04.000,2023-12-23 19:14:01,1566.0,25.0,262,40.0,505.0,15.0,264.0,3301,2023-08-04 13:37:51.000,10.1.0,44.0,113.0,39,True,213759.0,204718.0,more-itertools,conda-forge/more-itertools,2871.0,57086034.0,https://pypi.org/project/more-itertools,2023-08-03 16:36:29.000,9041.0,56765047.0,https://anaconda.org/conda-forge/more-itertools,2023-08-03 18:26:25.097,13480030.0,1.0,,,,,,,,,,,,,,,,,,, +56,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 11:05:11.000,2023-11-14 16:51:42.838,2023-11-01 10:45:52,3078.0,16.0,491,72.0,295.0,19.0,1257.0,3113,2023-10-03 12:45:27.000,2.9.9,62.0,135.0,39,False,752341.0,690722.0,psycopg2,psycopg2,,14550575.0,https://pypi.org/project/psycopg2,2023-10-03 12:45:27.000,61599.0,14547959.0,https://anaconda.org/anaconda/psycopg2,2023-11-14 16:51:42.838,253792.0,2.0,,,,,,,,,,,,,,,20.0,,,, +57,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 03:02:53.000,2023-12-21 03:33:51.425,2023-12-20 17:06:28,1785.0,44.0,210,19.0,141.0,100.0,927.0,2277,2023-12-20 17:06:21.000,rel_1_13_1,123.0,182.0,39,True,207407.0,195828.0,alembic,conda-forge/alembic,,32151085.0,https://pypi.org/project/alembic,2023-12-20 17:06:16.000,11579.0,32049683.0,https://anaconda.org/conda-forge/alembic,2023-12-21 03:33:51.425,3954685.0,2.0,,,,,,,,,,,,,,,,,,, +58,pyparsing,pyparsing/pyparsing,Python library for creating PEG parsers.,,others,https://github.com/pyparsing/pyparsing,https://github.com/pyparsing/pyparsing,MIT,2017-05-14 18:07:01.000,2023-11-20 03:58:16.000,2023-11-20 03:58:10,1175.0,8.0,260,24.0,174.0,34.0,290.0,2011,2023-07-30 15:17:13.000,3.1.1,71.0,62.0,39,True,940315.0,907950.0,pyparsing,conda-forge/pyparsing,8940.0,97557212.0,https://pypi.org/project/pyparsing,2023-07-30 15:06:59.000,32365.0,95988714.0,https://anaconda.org/conda-forge/pyparsing,2023-07-30 17:27:09.596,40777300.0,1.0,,,,,,,,,,,,,,,,,,, +59,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 16:45:08.000,2023-12-26 15:42:48.000,2023-12-22 21:02:06,2263.0,53.0,296,20.0,843.0,218.0,409.0,712,2023-12-11 21:19:52.000,2023.12.2,76.0,217.0,39,True,83370.0,82525.0,fsspec,conda-forge/fsspec,,178113609.0,https://pypi.org/project/fsspec,2023-12-11 21:19:52.000,845.0,177756160.0,https://anaconda.org/conda-forge/fsspec,2023-12-11 23:09:10.148,15370312.0,1.0,,,,,,,,,,,,,,,,,,, +60,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 20:45:45.000,2023-12-12 10:46:08.000,2023-12-03 20:55:16,1999.0,23.0,202,26.0,605.0,99.0,197.0,591,2023-11-27 13:30:30.000,5.14.0,50.0,118.0,39,True,402444.0,387678.0,traitlets,conda-forge/traitlets,293.0,34058006.0,https://pypi.org/project/traitlets,2023-11-27 13:30:23.000,14766.0,33423074.0,https://anaconda.org/conda-forge/traitlets,2023-11-27 14:37:47.113,24761801.0,1.0,,,,,,,,,,,,,,,,,,, +61,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/google/tink,https://github.com/google/tink,Apache-2.0,2014-06-06 16:21:09.000,2023-12-18 21:57:55.000,2023-12-01 21:55:41,7335.0,216.0,1225,343.0,244.0,39.0,446.0,13395,2023-11-27 12:13:53.000,1.9.0,21.0,116.0,38,True,998.0,993.0,tink,,1097.0,258629.0,https://pypi.org/project/tink,2023-11-27 12:13:53.000,4.0,258426.0,,,,2.0,tink-crypto,https://www.npmjs.com/package/tink-crypto,2023-05-02 19:29:05.212,1.0,189.0,,,,,,,,,,,,,, +62,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 10:29:56.000,2023-12-25 19:49:13.000,2023-12-22 19:03:58,3065.0,215.0,848,107.0,1578.0,307.0,1364.0,9067,2023-12-13 13:49:01.000,0.19.1,48.0,218.0,38,True,2141.0,2069.0,kedro,,,346807.0,https://pypi.org/project/kedro,2023-12-13 13:49:01.000,72.0,346807.0,,,,2.0,,,,,,,,,,,,,,,,,,, +63,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,Apache-2.0,2016-03-10 02:38:00.000,2023-12-28 09:08:52.000,2023-12-22 18:08:42,6481.0,74.0,1400,135.0,4159.0,573.0,4280.0,7992,2023-12-14 20:32:51.000,1.7.4,203.0,302.0,38,True,3950.0,3920.0,dbt,conda-forge/dbt,3619.0,93604.0,https://pypi.org/project/dbt,2023-12-08 18:36:22.000,30.0,90447.0,https://anaconda.org/conda-forge/dbt,2023-06-16 13:24:35.863,251304.0,2.0,,,,,,,,,,,,,,,,dbt,,, +64,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 20:08:03.000,2023-12-26 05:37:11.000,2023-12-20 23:20:41,1726.0,20.0,3310,139.0,880.0,130.0,1172.0,6201,2023-09-18 17:33:52.000,28.1.0,91.0,189.0,38,True,1456.0,,kubernetes,conda-forge/kubernetes,,18821970.0,https://pypi.org/project/kubernetes,2023-12-18 22:19:21.000,1456.0,18811109.0,https://anaconda.org/conda-forge/kubernetes,2023-06-19 10:32:08.288,467024.0,2.0,,,,,,,,,,,,,,,,,,, +65,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 12:10:20.000,2023-12-27 22:24:07.000,2023-12-27 22:24:06,4113.0,30.0,1225,138.0,1112.0,377.0,1334.0,4107,2023-03-03 10:28:06.959,0.27.0,72.0,389.0,38,True,26089.0,22492.0,mongoengine,conda-forge/mongoengine,,1306883.0,https://pypi.org/project/mongoengine,2023-03-03 10:28:06.959,3597.0,1300806.0,https://anaconda.org/conda-forge/mongoengine,2023-09-28 14:01:33.150,230953.0,2.0,,,,,,,,,,,,,,,,,,, +66,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 21:42:52.000,2023-12-21 19:51:03.000,2023-11-25 04:18:18,2739.0,25.0,1223,202.0,1237.0,195.0,1803.0,3315,2023-11-17 18:40:04.000,4.3.0,43.0,229.0,38,True,4327.0,4062.0,netmiko,,,193479.0,https://pypi.org/project/netmiko,2023-11-17 18:06:05.000,265.0,193479.0,,,,2.0,,,,,,,,,,,,,,,,,,, +67,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 15:11:38.000,2023-12-28 06:52:55.000,2023-12-27 22:45:07,2864.0,17.0,464,63.0,212.0,65.0,508.0,2569,2023-12-28 07:36:16.000,3.19.1x,48.0,145.0,38,True,86259.0,84593.0,pycryptodomex,conda-forge/pycryptodomex,233.0,29694191.0,https://pypi.org/project/pycryptodomex,2023-12-28 06:52:55.000,1666.0,29656282.0,https://anaconda.org/conda-forge/pycryptodomex,2023-09-23 12:01:55.967,1554211.0,2.0,,,,,,,,,,,,,,,,,,, +68,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 17:36:44.000,2023-11-26 04:04:28.000,2023-11-25 05:24:37,1628.0,1.0,464,92.0,307.0,183.0,329.0,2470,2023-11-25 06:56:14.000,4.9.0,20.0,108.0,38,True,354991.0,338732.0,pexpect,conda-forge/pexpect,4369.0,53779718.0,https://pypi.org/project/pexpect,2023-11-25 06:56:14.000,16259.0,53596432.0,https://anaconda.org/conda-forge/pexpect,2023-06-16 13:23:50.718,16859136.0,1.0,,,,,,,,,,,,,,-1.0,,,,, +69,PyYAML,yaml/pyyaml,Canonical source repository for PyYAML.,,file-formats,https://github.com/yaml/pyyaml,https://github.com/yaml/pyyaml,MIT,2011-11-03 05:09:49.000,2023-12-02 22:44:25.000,2023-11-14 16:25:37,322.0,2.0,504,53.0,264.0,271.0,311.0,2343,2023-07-18 00:00:10.531,6.0.1,40.0,40.0,38,True,1116972.0,1039323.0,pyyaml,conda-forge/pyyaml,,231994137.0,https://pypi.org/project/pyyaml,2023-07-18 00:00:10.531,77649.0,230941633.0,https://anaconda.org/conda-forge/pyyaml,2023-09-22 09:16:45.760,41047690.0,1.0,,,,,,,,,,,,,,,,,,, +70,greenlet,python-greenlet/greenlet,Lightweight in-process concurrent programming.,,async,https://github.com/python-greenlet/greenlet,https://github.com/python-greenlet/greenlet,MIT,2011-12-17 21:12:01.000,2023-12-21 23:45:31.152,2023-12-21 21:58:06,987.0,27.0,232,53.0,156.0,21.0,217.0,1554,2023-12-21 22:01:50.000,3.0.3,51.0,68.0,38,True,332868.0,322395.0,greenlet,conda-forge/greenlet,,88554690.0,https://pypi.org/project/greenlet,2023-12-21 22:01:50.000,10473.0,88350449.0,https://anaconda.org/conda-forge/greenlet,2023-12-21 23:45:31.152,8578154.0,2.0,,,,,,,,,,,,,,,,,,, +71,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 00:09:04.000,2023-12-21 15:06:24.000,2023-12-21 15:05:41,1739.0,49.0,313,53.0,1137.0,69.0,555.0,680,2023-12-13 23:13:37.000,3.14.1,153.0,141.0,38,True,25934.0,24781.0,google-cloud-bigquery,conda-forge/google-cloud-bigquery,,36816688.0,https://pypi.org/project/google-cloud-bigquery,2023-12-13 23:13:37.000,1153.0,36749022.0,https://anaconda.org/conda-forge/google-cloud-bigquery,2023-12-14 06:18:59.317,2774340.0,2.0,,,,,,,,,,,,,,,,,,, +72,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 15:06:38.000,2023-12-21 20:25:05.000,2023-12-17 16:24:46,4089.0,4.0,2379,478.0,2285.0,121.0,880.0,16987,2023-10-05 11:21:35.000,3.4.0,80.0,609.0,37,True,2693.0,2276.0,luigi,luigi,,488062.0,https://pypi.org/project/luigi,2023-10-05 11:19:30.000,415.0,487910.0,https://anaconda.org/anaconda/luigi,2023-06-16 13:25:26.049,14334.0,2.0,,,,,,,,stable/luigi,,,,,,,2.0,,,, +73,sqlmodel,tiangolo/sqlmodel,"SQL databases in Python, designed for simplicity, compatibility, and robustness.",,db-clients,https://github.com/tiangolo/sqlmodel,https://github.com/tiangolo/sqlmodel,MIT,2021-08-24 14:26:53.000,2023-12-27 13:44:45.000,2023-12-10 20:20:18,367.0,121.0,534,155.0,312.0,194.0,153.0,11849,2023-12-04 14:53:50.000,0.0.14,14.0,71.0,37,True,9033.0,8855.0,sqlmodel,conda-forge/sqlmodel,,612736.0,https://pypi.org/project/sqlmodel,2023-12-04 14:53:50.000,178.0,611874.0,https://anaconda.org/conda-forge/sqlmodel,2023-12-04 22:24:44.873,24139.0,2.0,,,,,,['pydantic'],,,,,,,,,,,,, +74,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 21:35:05.000,2023-12-28 12:51:47.000,2023-12-21 15:39:11,2728.0,98.0,629,116.0,2939.0,710.0,3212.0,9199,2023-12-14 15:17:09.000,0.26.0,90.0,124.0,37,True,1304.0,1270.0,modin,conda-forge/modin-core,196758.0,844357.0,https://pypi.org/project/modin,2023-12-14 14:59:39.000,34.0,831537.0,https://anaconda.org/conda-forge/modin-core,2023-12-15 11:31:55.574,284020.0,2.0,,,,,,['pandas'],,,,,,,,,,,,, +75,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 05:35:17.000,2023-12-08 12:39:27.000,2023-07-07 17:27:15,356.0,,374,35.0,228.0,40.0,230.0,6740,2023-02-24 06:47:13.294,1.0.0,44.0,93.0,37,True,650237.0,640639.0,python-dotenv,conda-forge/python-dotenv,,33986046.0,https://pypi.org/project/python-dotenv,2023-02-24 06:47:13.294,9598.0,33915312.0,https://anaconda.org/conda-forge/python-dotenv,2023-09-04 22:19:51.991,2900096.0,2.0,,,,,,,,,,,,,,,,,,, +76,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 12:00:17.000,2023-10-25 21:38:32.000,2023-10-10 18:33:40,1448.0,6.0,682,134.0,389.0,174.0,457.0,6092,2023-07-20 15:43:30.598,0.3.6,46.0,146.0,37,True,130898.0,122706.0,watchdog,conda-forge/watchdog,,12211014.0,https://pypi.org/project/watchdog,2023-07-20 15:43:30.598,8192.0,12147696.0,https://anaconda.org/conda-forge/watchdog,2023-09-22 15:44:49.385,2659395.0,2.0,,,,,,,,,,,,,,,,,,, +77,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 02:36:50.000,2023-12-21 07:51:20.000,2023-12-21 07:51:20,1186.0,11.0,584,136.0,326.0,33.0,222.0,4350,2023-07-20 15:47:29.216,0.0.1,45.0,125.0,37,True,91263.0,89983.0,tablib,conda-forge/tablib,,1691151.0,https://pypi.org/project/tablib,2023-07-20 15:47:29.216,1280.0,1690052.0,https://anaconda.org/conda-forge/tablib,2023-06-12 13:40:38.968,93489.0,1.0,,,,,,,,,,,,,,,,,,, +78,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,Apache-2.0,2019-02-26 01:39:02.000,2023-12-25 09:26:43.000,2023-12-24 00:14:51,2300.0,46.0,653,62.0,1465.0,35.0,999.0,3688,2023-11-13 19:02:13.000,3.4.2,143.0,141.0,37,True,1405.0,1340.0,awswrangler,conda-forge/awswrangler,220306.0,38145926.0,https://pypi.org/project/awswrangler,2023-11-13 17:56:17.000,65.0,38131147.0,https://anaconda.org/conda-forge/awswrangler,2023-11-13 23:28:23.490,446054.0,2.0,,,,,,['pandas'],,,,,,,aws/aws-sdk-pandas,,,,,, +79,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 01:07:06.000,2023-12-09 01:28:45.000,2023-11-08 17:22:41,1363.0,23.0,615,119.0,128.0,10.0,898.0,3390,2023-10-19 08:03:12.000,3.1.9,166.0,52.0,37,True,74603.0,70596.0,xlsxwriter,conda-forge/xlsxwriter,,15098038.0,https://pypi.org/project/xlsxwriter,2023-10-19 08:03:12.000,4007.0,15026578.0,https://anaconda.org/conda-forge/xlsxwriter,2023-11-05 19:10:43.834,3072786.0,3.0,,,,,,,,,,,,,,,,,,, +80,Ibis,ibis-project/ibis,The flexibility of Python with the scale and performance of modern SQL.,,db-clients,https://github.com/ibis-project/ibis,https://github.com/ibis-project/ibis,Apache-2.0,2015-04-17 20:43:46.000,2023-12-28 13:07:29.000,2023-12-27 00:27:43,7173.0,741.0,461,80.0,5305.0,105.0,2325.0,3324,2023-12-18 23:17:03.000,7.2.0,71.0,239.0,37,True,957.0,904.0,ibis-framework,conda-forge/ibis-framework,111.0,129010.0,https://pypi.org/project/ibis-framework,2023-12-24 00:02:48.000,53.0,121470.0,https://anaconda.org/conda-forge/ibis-framework,2023-12-19 18:18:56.725,316521.0,2.0,,,,,,,,,,,,,,,,,,, +81,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 17:30:12.000,2023-12-21 09:38:13.000,2023-12-21 09:38:13,1511.0,14.0,457,133.0,562.0,318.0,375.0,2393,2023-11-17 10:47:56.000,1.2.0,30.0,133.0,37,True,26827.0,25535.0,dateparser,conda-forge/dateparser,,4805279.0,https://pypi.org/project/dateparser,2023-11-17 10:47:56.000,1292.0,4800769.0,https://anaconda.org/conda-forge/dateparser,2023-11-17 11:56:22.500,189438.0,2.0,,,,,,,,,,,,,,,,,,, +82,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 14:11:13.000,2023-10-31 12:42:54.224,2023-10-25 20:31:08,725.0,26.0,143,42.0,113.0,23.0,151.0,1939,2023-10-25 21:06:04.000,0.20.0,75.0,73.0,37,True,328100.0,325773.0,pyrsistent,conda-forge/pyrsistent,,35328680.0,https://pypi.org/project/pyrsistent,2023-10-25 21:06:04.000,2327.0,34829180.0,https://anaconda.org/conda-forge/pyrsistent,2023-10-31 12:42:54.224,20479533.0,1.0,,,,,,,,,,,,,,,,,,, +83,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 21:07:18.000,2023-12-25 19:45:55.000,2023-12-25 19:45:54,934.0,38.0,114,27.0,303.0,58.0,276.0,1473,2023-12-16 17:06:55.000,4.2.0,50.0,44.0,37,True,218295.0,217584.0,anyio,conda-forge/anyio,,77090589.0,https://pypi.org/project/anyio,2023-12-16 17:06:55.000,711.0,76818438.0,https://anaconda.org/conda-forge/anyio,2023-12-18 14:24:25.749,11702502.0,2.0,,,,,,,,,,,,,,,,,,, +84,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 13:57:47.000,2023-10-11 03:17:47.000,2023-01-29 03:07:44,1874.0,,278,38.0,240.0,198.0,198.0,1171,2023-01-13 03:19:42.000,0.18.3,51.0,113.0,37,True,323501.0,306152.0,future,conda-forge/future,,31139715.0,https://pypi.org/project/future,2023-01-13 03:16:30.842,17349.0,30996783.0,https://anaconda.org/conda-forge/future,2023-06-16 13:25:18.199,12720966.0,1.0,,,,,,,,,,,,,,,,,,, +85,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 02:03:55.000,2023-12-26 03:14:35.000,2023-12-26 03:14:28,571.0,46.0,195,27.0,576.0,10.0,124.0,1074,2023-12-15 14:52:41.000,4.1.2,23.0,32.0,37,True,202250.0,194114.0,bcrypt,conda-forge/bcrypt,,48960640.0,https://pypi.org/project/bcrypt,2023-12-15 14:52:41.000,8136.0,48851129.0,https://anaconda.org/conda-forge/bcrypt,2023-12-15 18:31:52.917,4380472.0,3.0,,,,,,,,,,,,,,,,,,, +86,six,benjaminp/six,Python 2 and 3 compatibility library.,,compatibility,https://github.com/benjaminp/six,https://github.com/benjaminp/six,MIT,2016-05-10 07:24:51.054,2023-10-21 04:26:51.000,2023-10-21 04:26:51,530.0,1.0,264,29.0,106.0,111.0,183.0,951,2021-05-05 14:18:17.000,1.16.0,28.0,66.0,37,True,2101906.0,1965932.0,six,conda-forge/six,,190198111.0,https://pypi.org/project/six,2021-05-05 14:18:17.000,135974.0,189645167.0,https://anaconda.org/conda-forge/six,2023-06-16 13:17:33.301,50317974.0,1.0,,,,,,,,,,,,,,,,,,, +87,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 21:35:07.000,2023-12-23 04:32:04.000,2023-11-13 18:49:58,289.0,2.0,1407,375.0,166.0,144.0,180.0,25719,2022-12-12 20:38:05.885,0.5.0,10.0,61.0,36,True,30147.0,28230.0,fire,conda-forge/fire,,6249269.0,https://pypi.org/project/fire,2022-12-12 20:38:05.885,1917.0,6238693.0,https://anaconda.org/conda-forge/fire,2023-06-16 13:23:13.259,824976.0,2.0,,,,,,,,,,,,,,,,,,, +88,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 01:14:24.000,2023-12-05 04:37:38.000,2023-09-23 23:05:56,1604.0,,1984,464.0,552.0,472.0,1310.0,14374,2023-08-31 01:42:03.000,3.2.2,130.0,136.0,36,True,166.0,21.0,fabric,conda-forge/fabric,,4601082.0,https://pypi.org/project/fabric,2023-08-31 01:42:03.000,145.0,4598806.0,https://anaconda.org/conda-forge/fabric,2023-08-31 04:59:09.600,79660.0,3.0,,,,,,,,,,,,,,,,,,, +89,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,LGPL-3.0,2018-07-11 18:28:58.000,2023-12-09 14:44:05.000,2023-11-26 22:23:44,6867.0,40.0,1758,230.0,3076.0,730.0,2776.0,12880,2023-06-09 10:14:19.000,4.60.5,181.0,18.0,36,True,10931.0,10586.0,pysimplegui,conda-forge/pysimplegui,,489853.0,https://pypi.org/project/pysimplegui,2023-05-21 23:32:04.378,345.0,487311.0,https://anaconda.org/conda-forge/pysimplegui,2023-06-16 16:16:23.007,132205.0,2.0,,,,,,,,,,,,,,,,,,, +90,schedule,dbader/schedule,Python job scheduling for humans.,,infrastructure,https://github.com/dbader/schedule,https://github.com/dbader/schedule,MIT,2013-05-19 12:51:20.000,2023-12-10 09:31:47.000,2023-12-10 09:31:47,395.0,6.0,965,215.0,184.0,156.0,294.0,11272,2023-10-01 13:58:38.000,1.2.1,26.0,59.0,36,True,32322.0,30867.0,schedule,conda-forge/schedule,,1873063.0,https://pypi.org/project/schedule,2023-10-01 13:58:38.000,1455.0,1871698.0,https://anaconda.org/conda-forge/schedule,2023-10-02 12:55:42.807,47809.0,3.0,,,,,,,,,,,,,,,,,,, +91,pendulum,sdispater/pendulum,Python datetimes made easy.,,date-time-utils,https://github.com/sdispater/pendulum,https://github.com/sdispater/pendulum,MIT,2016-06-27 23:37:53.000,2023-12-21 16:32:38.000,2023-12-16 21:30:31,835.0,13.0,391,69.0,277.0,226.0,317.0,5873,2023-12-16 21:23:53.000,3.0.0,55.0,96.0,36,True,25492.0,24213.0,pendulum,conda-forge/pendulum,430.0,17861904.0,https://pypi.org/project/pendulum,2023-12-16 21:23:53.000,1279.0,17840235.0,https://anaconda.org/conda-forge/pendulum,2023-09-22 20:43:25.117,888286.0,2.0,,,,,,,,,,,,,,,,,,, +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 13:03:20.000,2023-12-13 18:27:34.891,2023-12-12 11:39:43,2663.0,11.0,479,122.0,555.0,310.0,1502.0,2761,2023-12-12 11:49:05.000,0.30.13,158.0,64.0,36,True,30928.0,30285.0,xlwings,conda-forge/xlwings,19281.0,158128.0,https://pypi.org/project/xlwings,2023-12-12 11:49:05.000,643.0,141543.0,https://anaconda.org/conda-forge/xlwings,2023-12-13 18:27:34.891,697270.0,2.0,,,,,,,,,,,,,,,,,,, +93,mysqlclient,PyMySQL/mysqlclient,MySQL database connector for Python (with Python 3 support).,,db-clients,https://github.com/PyMySQL/mysqlclient,https://github.com/PyMySQL/mysqlclient,GPL-2.0,2014-04-28 05:09:06.000,2023-12-15 15:20:16.416,2023-12-15 05:12:50,1082.0,10.0,467,55.0,299.0,11.0,320.0,2352,2023-12-13 13:40:11.000,2.2.1,37.0,84.0,36,True,156746.0,149502.0,mysqlclient,conda-forge/mysqlclient,5273.0,5024451.0,https://pypi.org/project/mysqlclient,2023-12-13 13:40:11.000,7244.0,5016672.0,https://anaconda.org/conda-forge/mysqlclient,2023-12-15 15:20:16.416,316499.0,2.0,,,,,,,,,,,,,,,,,,, +94,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 18:56:16.000,2023-12-27 11:06:38.000,2023-11-13 16:35:34,1579.0,4.0,455,45.0,633.0,341.0,404.0,2181,2021-07-14 08:19:18.000,2.8.2,32.0,131.0,36,True,5482.0,,python-dateutil,conda-forge/python-dateutil,35065.0,220396868.0,https://pypi.org/project/python-dateutil,2021-07-14 08:19:18.000,5482.0,219827628.0,https://anaconda.org/conda-forge/python-dateutil,2023-06-16 13:24:59.139,51770609.0,2.0,,,,,,,,,,,,,,,,,,, +95,dill,uqfoundation/dill,serialize all of Python.,,serialization,https://github.com/uqfoundation/dill,https://github.com/uqfoundation/dill,BSD-3-Clause,2013-06-28 16:42:27.000,2023-12-22 06:29:23.000,2023-12-22 06:28:24,1000.0,3.0,172,23.0,154.0,169.0,329.0,2055,2023-07-22 22:25:43.000,dill-0.3.7,26.0,43.0,36,True,137318.0,133299.0,dill,conda-forge/dill,291366.0,43149699.0,https://pypi.org/project/dill,2023-07-22 22:18:44.000,4019.0,43010069.0,https://anaconda.org/conda-forge/dill,2023-07-23 08:33:54.610,5764165.0,2.0,,,,,,,,,,,,,,1.0,,,,, +96,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 05:47:45.000,2023-12-03 09:06:00.000,2023-12-03 09:06:00,654.0,4.0,331,66.0,124.0,20.0,177.0,1610,2023-10-06 08:33:05.000,3.19.2,107.0,43.0,36,True,138152.0,117172.0,simplejson,conda-forge/simplejson,6390.0,18994257.0,https://pypi.org/project/simplejson,2023-10-06 08:33:05.000,20980.0,18923385.0,https://anaconda.org/conda-forge/simplejson,2023-10-06 12:48:17.070,3044641.0,2.0,,,,,,,,,,,,,,,,,,, +97,holidays,dr-prodigy/python-holidays,Generate and work with holidays in Python.,,date-time-utils,https://github.com/vacanza/python-holidays,https://github.com/vacanza/python-holidays,MIT,2014-08-24 15:17:18.000,2023-12-27 18:54:47.000,2023-12-27 18:54:31,2220.0,117.0,464,17.0,1110.0,98.0,389.0,1252,2023-12-18 17:48:23.000,0.39,67.0,221.0,36,True,14679.0,14219.0,holidays,conda-forge/holidays,189.0,6364618.0,https://pypi.org/project/holidays,2023-12-18 17:55:24.000,460.0,6273310.0,https://anaconda.org/conda-forge/holidays,2023-12-18 23:40:21.303,3743593.0,2.0,,,,,,,,,,,,,vacanza/python-holidays,,,,,, +98,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 15:23:24.000,2023-12-11 09:40:11.000,2023-10-30 14:18:42,532.0,12.0,2038,378.0,462.0,343.0,186.0,32225,2023-10-30 14:16:37.000,0.23.4,45.0,136.0,35,True,1310.0,1272.0,diagrams,conda-forge/diagrams,,119025.0,https://pypi.org/project/diagrams,2023-10-30 14:10:21.000,38.0,114966.0,https://anaconda.org/conda-forge/diagrams,2023-10-30 17:06:42.710,174573.0,2.0,,,,,,,,,,,,,,,,,,, +99,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 11:47:07.000,2023-12-28 09:33:12.000,2023-12-27 04:35:31,15508.0,320.0,7042,734.0,5771.0,1718.0,3694.0,17674,2023-12-27 12:58:56.000,1.22.0,16.0,612.0,35,True,14.0,,micropython-_markupbase,,70875.0,932.0,https://pypi.org/project/micropython-_markupbase,2016-10-10 21:51:14.000,14.0,,,,,2.0,,,,,,,,,,,,,,,,,,, +100,docopt,docopt/docopt,"Pythonic command line arguments parser, that will make you smile.",,cli-helpers,https://github.com/docopt/docopt,https://github.com/docopt/docopt,MIT,2012-04-07 17:45:14.000,2023-08-15 12:23:44.000,2018-08-27 18:02:16,447.0,,567,163.0,110.0,260.0,186.0,7866,2014-06-16 11:18:57.000,0.6.2,11.0,31.0,35,False,120748.0,108287.0,docopt,conda-forge/docopt,,11359675.0,https://pypi.org/project/docopt,2014-06-16 11:18:57.000,12461.0,11337864.0,https://anaconda.org/conda-forge/docopt,2023-06-16 13:17:10.080,2006673.0,2.0,,,,,,,,,,,,,,,,,,, +101,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 06:17:12.000,2023-12-21 10:34:46.923,2023-12-02 20:20:58,1534.0,15.0,348,142.0,202.0,66.0,106.0,6323,2023-11-01 07:04:40.000,23.1.1,53.0,88.0,35,True,6422.0,5983.0,boltons,conda-forge/boltons,25.0,3692895.0,https://pypi.org/project/boltons,2023-11-01 07:04:40.000,439.0,3601655.0,https://anaconda.org/conda-forge/boltons,2023-12-21 10:34:46.923,3832104.0,2.0,,,,,,,,,,,,,,,,,,, +102,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 23:43:14.000,2023-12-22 18:40:45.000,2023-10-26 14:26:36,614.0,7.0,186,33.0,86.0,1.0,359.0,5165,2023-10-26 14:56:24.000,3.9.10,117.0,22.0,35,True,69484.0,68251.0,orjson,conda-forge/orjson,,14557855.0,https://pypi.org/project/orjson,2023-10-26 14:30:16.000,1233.0,14534023.0,https://anaconda.org/conda-forge/orjson,2023-10-29 22:59:58.820,1024796.0,2.0,,,,,,,,,,,,,,,,,,, +103,toolz,pytoolz/toolz,A functional standard library for Python.,,utilities,https://github.com/pytoolz/toolz,https://github.com/pytoolz/toolz,BSD-3-Clause,2013-09-13 02:18:43.000,2023-10-11 23:30:26.000,2022-11-03 19:39:10,1206.0,,251,83.0,350.0,118.0,142.0,4415,2022-07-10 04:30:45.196,0.12.0,26.0,75.0,35,False,130586.0,127062.0,toolz,conda-forge/toolz,,21281011.0,https://pypi.org/project/toolz,2022-07-10 04:30:45.196,3524.0,21070454.0,https://anaconda.org/conda-forge/toolz,2023-06-16 13:17:29.659,18950198.0,2.0,,,,,,,,,,,,,,,,,,, +104,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,BSD-3-Clause,2011-02-27 20:00:51.000,2023-12-11 01:19:21.996,2023-12-10 21:11:20,901.0,13.0,371,87.0,271.0,26.0,318.0,4174,2023-12-10 22:48:47.000,5.9.0,37.0,87.0,35,True,4504.0,,ujson,conda-forge/ujson,,8400048.0,https://pypi.org/project/ujson,2023-12-10 22:48:47.000,4504.0,8293261.0,https://anaconda.org/conda-forge/ujson,2023-12-11 01:19:21.996,4485081.0,2.0,,,,,,,,,,,,,,,,,,, +105,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 16:19:39.000,2023-12-22 18:51:57.000,2023-12-22 16:29:17,1040.0,7.0,836,422.0,394.0,157.0,1156.0,3732,2023-11-13 12:01:30.000,8.11.0,37.0,133.0,35,True,10818.0,9833.0,elasticsearch-dsl,anaconda/elasticsearch-dsl,200.0,2917068.0,https://pypi.org/project/elasticsearch-dsl,2023-11-13 12:01:30.000,985.0,2916952.0,https://anaconda.org/anaconda/elasticsearch-dsl,2023-12-06 23:45:39.796,8364.0,2.0,,,,,,,,,,,,,,,,,,, +106,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 03:06:38.000,2023-12-28 03:47:55.000,2023-12-20 06:29:44,1621.0,18.0,455,88.0,113.0,9.0,166.0,3347,2023-12-20 06:37:47.000,8.13.27,236.0,30.0,35,True,1461.0,,phonenumbers,conda-forge/phonenumbers,,4913978.0,https://pypi.org/project/phonenumbers,2023-12-20 06:37:47.000,1461.0,4886389.0,https://anaconda.org/conda-forge/phonenumbers,2023-12-20 09:18:01.007,855288.0,1.0,,,,,,,,,,,,,,,,,,, +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 20:18:25.000,2023-12-01 12:49:19.000,2023-12-01 12:49:19,374.0,2.0,232,45.0,142.0,110.0,139.0,3316,2022-10-25 02:38:17.509,0.4.6,46.0,51.0,35,True,852384.0,830604.0,colorama,conda-forge/colorama,,118890051.0,https://pypi.org/project/colorama,2022-10-25 02:38:17.509,21780.0,118590770.0,https://anaconda.org/conda-forge/colorama,2023-06-16 13:16:09.835,27533887.0,2.0,,,,,,,,,,,,,,,,,,, +108,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 10:03:49.000,2023-10-23 15:11:13.000,2023-10-23 15:11:13,1142.0,3.0,238,50.0,266.0,13.0,333.0,3060,2023-08-09 12:51:08.000,1.3.5,27.0,66.0,35,True,16231.0,15084.0,cerberus,conda-forge/cerberus,,5967169.0,https://pypi.org/project/cerberus,2023-08-09 12:51:08.000,1147.0,5952167.0,https://anaconda.org/conda-forge/cerberus,2023-10-06 12:57:48.461,360061.0,2.0,,,,,,,,,,,,,,,,,,, +109,pycparser,eliben/pycparser,Complete C99 parser in pure Python.,,others,https://github.com/eliben/pycparser,https://github.com/eliben/pycparser,BSD-3-Clause,2013-06-09 22:01:56.000,2023-09-12 00:48:15.000,2023-08-18 13:39:25,552.0,,584,96.0,178.0,30.0,314.0,3039,,,21.0,83.0,35,True,742162.0,724847.0,pycparser,conda-forge/pycparser,,124865587.0,https://pypi.org/project/pycparser,2021-11-06 12:48:46.000,17315.0,124452430.0,https://anaconda.org/conda-forge/pycparser,2023-06-16 13:24:40.587,36357898.0,2.0,,,,,,,,,,,,,,,,,,, +110,pyodbc,mkleehammer/pyodbc,Python ODBC bridge.,,db-clients,https://github.com/mkleehammer/pyodbc,https://github.com/mkleehammer/pyodbc,MIT-0,2008-10-03 15:19:37.000,2023-11-27 21:20:39.000,2023-11-01 04:01:28,505.0,14.0,571,125.0,223.0,57.0,974.0,2777,2023-10-13 17:10:49.000,5.0.1,63.0,56.0,35,False,55175.0,52968.0,pyodbc,conda-forge/pyodbc,,23842234.0,https://pypi.org/project/pyodbc,2023-10-13 17:07:44.000,2207.0,23810312.0,https://anaconda.org/conda-forge/pyodbc,2023-10-13 19:05:25.669,1213059.0,2.0,,,,,,,,,,,,,,,,,,, +111,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 21:34:44.000,2023-12-22 15:08:13.000,2023-12-15 20:59:36,1762.0,17.0,210,91.0,241.0,,,2254,2023-11-14 21:54:12.000,3.3.2,47.0,47.0,35,True,79195.0,77997.0,motor,conda-forge/motor,,1396723.0,https://pypi.org/project/motor,2023-11-14 21:42:45.000,1198.0,1395062.0,https://anaconda.org/conda-forge/motor,2023-11-15 13:28:47.872,63121.0,2.0,,,,,,,,,,,,,,,,,,, +112,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 10:22:45.000,2023-11-10 08:26:50.000,2023-11-10 08:22:03,735.0,22.0,218,44.0,69.0,50.0,142.0,1918,2023-11-09 06:34:27.000,1.16.0,55.0,27.0,35,True,11912.0,,wrapt,conda-forge/wrapt,,103207609.0,https://pypi.org/project/wrapt,2023-11-09 06:31:34.000,11912.0,102851325.0,https://anaconda.org/conda-forge/wrapt,2023-11-09 12:40:47.871,13538801.0,2.0,,,,,,,,,,,,,,,,,,, +113,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 03:21:47.000,2023-12-04 09:37:39.000,2023-11-14 07:16:07,1076.0,38.0,209,26.0,167.0,66.0,216.0,1817,2023-11-14 07:19:45.000,6.7.1,76.0,79.0,35,True,9751.0,8912.0,deepdiff,conda-forge/deepdiff,,11601558.0,https://pypi.org/project/deepdiff,2023-11-14 07:19:45.000,839.0,11592501.0,https://anaconda.org/conda-forge/deepdiff,2023-11-14 14:00:05.348,380417.0,1.0,,,,,,,,,,,,,,,,,,, +114,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 09:55:10.000,2023-12-15 12:50:24.000,2023-12-14 11:13:44,477.0,13.0,211,36.0,254.0,41.0,209.0,1792,2023-11-17 11:13:10.000,0.14.1,48.0,96.0,35,True,16171.0,14801.0,voluptuous,conda-forge/voluptuous,,3663999.0,https://pypi.org/project/voluptuous,2023-11-17 11:13:10.000,1370.0,3654883.0,https://anaconda.org/conda-forge/voluptuous,2023-11-17 13:16:51.101,337324.0,2.0,,,,,,,,,,,,,,,,,,, +115,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 16:33:00.000,2023-11-23 17:38:33.000,2023-11-23 17:38:33,437.0,13.0,162,29.0,282.0,85.0,166.0,1500,2023-10-16 12:58:45.000,3.0.0,39.0,58.0,35,True,2967.0,,cloudpickle,conda-forge/cloudpickle,27.0,35476742.0,https://pypi.org/project/cloudpickle,2023-10-16 12:51:24.000,2967.0,35098605.0,https://anaconda.org/conda-forge/cloudpickle,2023-10-16 14:02:01.196,15503645.0,2.0,,,,,,,,,,,,,,,,,,, +116,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 15:37:34.000,2023-12-10 17:13:42.175,2023-12-10 15:15:33,762.0,23.0,125,34.0,217.0,50.0,202.0,1318,2023-12-10 15:15:56.000,3.2.1,124.0,71.0,35,True,50838.0,48617.0,argcomplete,conda-forge/argcomplete,327.0,22774183.0,https://pypi.org/project/argcomplete,2023-12-10 15:15:56.000,2221.0,22738867.0,https://anaconda.org/conda-forge/argcomplete,2023-12-10 17:13:42.175,1447841.0,2.0,,,,,,,,,,,,,,,,,,, +117,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 14:49:40.000,2023-12-27 17:47:55.000,2023-12-27 10:32:02,1867.0,45.0,225,45.0,895.0,278.0,398.0,1268,2023-08-18 14:29:58.000,2.16.1,73.0,95.0,35,True,3567.0,3094.0,zarr,conda-forge/zarr,,495192.0,https://pypi.org/project/zarr,2023-08-18 14:29:58.000,473.0,426448.0,https://anaconda.org/conda-forge/zarr,2023-08-21 11:05:54.629,2818509.0,2.0,,,,,,,,,,,,,,1.0,,,,, +118,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 19:44:46.000,2023-12-15 15:11:58.000,2023-12-15 15:11:58,4826.0,134.0,265,60.0,375.0,165.0,550.0,1243,2023-11-27 12:13:28.000,3.9.2,46.0,127.0,35,True,2613.0,,tables,conda-forge/pytables,182.0,924432.0,https://pypi.org/project/tables,2023-11-27 11:52:19.000,2613.0,759674.0,https://anaconda.org/conda-forge/pytables,2023-12-04 15:49:30.926,6755015.0,2.0,,,,,,,,,,,,,,,,,,, +119,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 03:59:23.000,2023-12-03 23:38:08.000,2023-12-03 23:38:08,1393.0,17.0,160,34.0,167.0,70.0,235.0,1175,2023-08-13 18:56:24.000,3.0.2,40.0,73.0,35,True,2437.0,,jsonpickle,conda-forge/jsonpickle,,9565855.0,https://pypi.org/project/jsonpickle,2023-08-13 18:56:24.000,2437.0,9515934.0,https://anaconda.org/conda-forge/jsonpickle,2023-10-18 22:21:59.292,1597475.0,2.0,,,,,,,,,,,,,,,,,,, +120,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,MIT,2013-12-16 16:01:42.000,2023-12-05 10:16:14.000,2023-12-05 10:16:12,523.0,13.0,84,23.0,284.0,30.0,75.0,1174,2023-10-30 18:54:14.000,2.1.0,34.0,34.0,35,True,19656.0,19394.0,cleo,conda-forge/cleo,,25971994.0,https://pypi.org/project/cleo,2023-10-30 18:54:08.000,262.0,25955307.0,https://anaconda.org/conda-forge/cleo,2023-10-30 19:23:44.113,634139.0,2.0,,,,,,,,,,,,,python-poetry/cleo,,,,,, +121,keyring,jaraco/keyring,Store and access your passwords safely.,,cryptography,https://github.com/jaraco/keyring,https://github.com/jaraco/keyring,MIT,2015-02-24 14:10:21.000,2023-12-26 15:17:10.000,2023-12-26 15:17:09,2073.0,32.0,148,19.0,165.0,60.0,444.0,1141,2023-11-12 22:31:41.000,24.3.0,192.0,118.0,35,True,4264.0,,keyring,conda-forge/keyring,,41114263.0,https://pypi.org/project/keyring,2023-11-12 22:31:22.000,4264.0,41015080.0,https://anaconda.org/conda-forge/keyring,2023-11-14 01:14:23.910,4066539.0,3.0,,,,,,,,,,,,,,,,,,, +122,py4j,bartdag/py4j,Py4J enables Python programs to dynamically access arbitrary Java objects.,,others,https://github.com/py4j/py4j,https://github.com/py4j/py4j,BSD-3-Clause,2010-11-02 20:58:18.000,2023-10-31 22:41:34.000,2023-02-12 00:08:39,785.0,,203,41.0,114.0,148.0,271.0,1120,2020-01-25 14:40:31.000,0.10.9,32.0,38.0,35,True,34008.0,33299.0,py4j,conda-forge/py4j,,35648992.0,https://pypi.org/project/py4j,2022-08-12 22:50:48.011,709.0,35594299.0,https://anaconda.org/conda-forge/py4j,2023-06-16 13:21:18.228,4813008.0,2.0,,,,,,,,,,,,,py4j/py4j,,,,,, +123,s3fs,fsspec/s3fs,S3 Filesystem.,,db-clients,https://github.com/fsspec/s3fs,https://github.com/fsspec/s3fs,BSD-3-Clause,2016-03-16 00:19:32.000,2023-12-16 02:49:30.000,2023-12-16 02:49:30,1026.0,16.0,255,18.0,397.0,127.0,314.0,769,2023-12-11 21:57:22.000,2023.12.2,66.0,134.0,35,True,16745.0,16001.0,s3fs,conda-forge/s3fs,,185800255.0,https://pypi.org/project/s3fs,2023-12-11 21:57:22.000,744.0,185638432.0,https://anaconda.org/conda-forge/s3fs,2023-12-12 00:58:34.720,6472944.0,2.0,,,,,,,,,,,,,,,,,,, +124,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,Unlicense,2014-02-23 00:29:27.000,2023-12-25 16:51:34.000,2023-12-18 22:32:48,285.0,12.0,91,15.0,188.0,11.0,92.0,612,2023-10-30 18:29:37.000,3.13.1,65.0,41.0,35,True,373336.0,370473.0,filelock,conda-forge/filelock,,103429002.0,https://pypi.org/project/filelock,2023-10-30 18:29:37.000,2863.0,103050118.0,https://anaconda.org/conda-forge/filelock,2023-10-31 01:19:50.500,16292031.0,2.0,,,,,,,,,,,,,tox-dev/filelock,,,,,, +125,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 23:19:42.000,2023-12-21 22:27:04.005,2023-12-21 19:12:29,604.0,40.0,127,17.0,238.0,50.0,36.0,190,2023-12-21 20:27:02.000,0.10.0,40.0,38.0,35,True,267282.0,262912.0,s3transfer,conda-forge/s3transfer,,287031634.0,https://pypi.org/project/s3transfer,2023-12-21 20:27:02.000,4370.0,286572622.0,https://anaconda.org/conda-forge/s3transfer,2023-12-21 22:27:04.005,17442484.0,2.0,,,,,,,,,,,,,,,,,,, +126,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 00:48:48.000,2023-12-08 09:05:01.000,2023-11-18 22:08:03,2432.0,2.0,1222,230.0,476.0,145.0,1012.0,8062,2022-12-24 01:04:06.789,4.2.5,51.0,175.0,34,True,11978.0,10021.0,supervisor,conda-forge/supervisor,,1570989.0,https://pypi.org/project/supervisor,2022-12-24 01:04:06.789,1957.0,1563515.0,https://anaconda.org/conda-forge/supervisor,2023-11-23 10:15:30.879,284049.0,2.0,,,,,,,,,,,,,,,,,,, +127,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,MPL-2.0,2019-08-09 06:17:59.000,2023-12-28 13:06:02.000,2023-12-28 07:50:04,8614.0,309.0,552,83.0,2246.0,52.0,390.0,7307,2023-12-21 15:53:46.000,3.8.13,154.0,124.0,34,True,2623.0,2569.0,hub,,,2229.0,https://pypi.org/project/hub,2023-02-02 20:54:34.806,54.0,2229.0,,,,2.0,,,,,,,,,,,,,activeloopai/deeplake,,,,,, +128,sh,amoffat/sh,Python process launching.,,process-utils,https://github.com/amoffat/sh,https://github.com/amoffat/sh,MIT,2012-01-15 05:52:06.000,2023-11-20 17:54:24.000,2023-11-20 17:54:24,1464.0,2.0,542,135.0,235.0,7.0,464.0,6773,2023-08-14 08:32:59.000,2.0.0,44.0,97.0,34,True,16404.0,13758.0,sh,conda-forge/sh,,5071806.0,https://pypi.org/project/sh,2023-08-10 01:31:28.000,2646.0,5066836.0,https://anaconda.org/conda-forge/sh,2023-08-10 02:31:43.807,188891.0,2.0,,,,,,,,,,,,,,,,,,, +129,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 03:00:30.000,2023-12-21 20:10:23.000,2023-12-21 20:10:21,1914.0,61.0,597,130.0,332.0,35.0,859.0,5680,2023-10-18 04:41:12.000,1.3.0,39.0,107.0,34,True,1886.0,1515.0,csvkit,conda-forge/csvkit,,195816.0,https://pypi.org/project/csvkit,2023-10-18 04:41:12.000,371.0,192491.0,https://anaconda.org/conda-forge/csvkit,2023-10-18 07:05:42.131,103099.0,2.0,,,,,,,,,,,,,,,,,,, +130,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 14:38:21.000,2023-09-14 16:45:33.000,2023-03-12 19:26:01,221.0,,469,105.0,95.0,87.0,162.0,5285,2022-05-08 07:00:02.000,0.13.0,29.0,49.0,34,True,67110.0,61415.0,xmltodict,conda-forge/xmltodict,,29743556.0,https://pypi.org/project/xmltodict,2022-05-08 07:00:02.000,5695.0,29702959.0,https://anaconda.org/conda-forge/xmltodict,2023-06-16 13:20:35.475,3572539.0,2.0,,,,,,,,,,,,,,,,,,, +131,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 22:47:25.000,2023-12-16 05:35:48.000,2023-11-21 00:41:16,550.0,16.0,797,71.0,415.0,95.0,422.0,3658,2023-11-21 00:49:16.000,0.19.0,49.0,140.0,34,True,844.0,,prometheus_client,conda-forge/prometheus_client,,24674449.0,https://pypi.org/project/prometheus_client,2023-11-21 00:46:11.000,844.0,24327907.0,https://anaconda.org/conda-forge/prometheus_client,2023-11-21 15:11:56.691,14901310.0,2.0,,,,,,,,,,,,,,,,,,, +132,Dynaconf,rochacbruno/dynaconf,Configuration Management for Python.,,configuration,https://github.com/dynaconf/dynaconf,https://github.com/dynaconf/dynaconf,MIT,2015-08-14 21:25:22.000,2023-12-19 16:42:35.000,2023-12-19 16:42:34,729.0,11.0,316,33.0,507.0,107.0,371.0,3369,2023-10-31 18:44:59.000,3.2.4,86.0,119.0,34,True,7946.0,7658.0,dynaconf,conda-forge/dynaconf,,1848914.0,https://pypi.org/project/dynaconf,2023-10-31 18:44:41.000,288.0,1847258.0,https://anaconda.org/conda-forge/dynaconf,2023-11-02 16:13:32.188,62947.0,2.0,,,,,,,,,,,,,dynaconf/dynaconf,,,,,, +133,plumbum,tomerfiliba/plumbum,Plumbum: Shell Combinators.,,infrastructure,https://github.com/tomerfiliba/plumbum,https://github.com/tomerfiliba/plumbum,MIT,2012-04-27 08:51:34.000,2023-12-21 04:14:38.000,2023-12-21 04:13:59,1274.0,10.0,185,51.0,323.0,127.0,223.0,2717,2023-05-30 10:39:04.306,1.8.2,28.0,112.0,34,True,6043.0,5571.0,plumbum,conda-forge/plumbum,,2396823.0,https://pypi.org/project/plumbum,2023-05-30 10:39:04.306,472.0,2385003.0,https://anaconda.org/conda-forge/plumbum,2023-06-16 13:25:23.453,992917.0,3.0,,,,,,,,,,,,,,,,,,, +134,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 22:40:33.000,2023-11-13 19:24:00.000,2023-10-09 21:18:20,331.0,3.0,312,46.0,111.0,16.0,188.0,2454,2022-06-07 20:16:57.000,0.4.27,28.0,61.0,34,True,54310.0,50970.0,python-magic,conda-forge/python-magic,,6089737.0,https://pypi.org/project/python-magic,2022-06-07 20:16:57.000,3340.0,6083477.0,https://anaconda.org/conda-forge/python-magic,2023-09-25 19:52:44.133,237909.0,2.0,,,,,,,,,,,,,,,,,,, +135,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 22:33:48.000,2023-12-23 18:56:31.463,2023-12-13 11:40:50,831.0,14.0,203,61.0,103.0,68.0,297.0,2072,2023-12-11 13:19:16.000,2.8.8,52.0,71.0,34,True,3223.0,,numexpr,conda-forge/numexpr,522.0,5546019.0,https://pypi.org/project/numexpr,2023-12-11 13:19:16.000,3223.0,5366987.0,https://anaconda.org/conda-forge/numexpr,2023-12-23 18:56:31.463,7519115.0,2.0,,,,,,,,,,,,,,,,,,, +136,chardet,chardet/chardet,Python character encoding detector.,,text,https://github.com/chardet/chardet,https://github.com/chardet/chardet,LGPL-2.1,2012-07-26 20:30:54.000,2023-11-05 12:58:49.000,2023-08-01 19:17:09,382.0,,250,50.0,149.0,56.0,85.0,2019,2023-08-01 19:23:00.000,5.2.0,15.0,48.0,34,True,39455.0,5.0,chardet,conda-forge/chardet,,53671575.0,https://pypi.org/project/chardet,2023-08-01 19:23:00.000,39447.0,53100830.0,https://anaconda.org/conda-forge/chardet,2023-09-23 12:04:37.819,22256494.0,1.0,@pypi/chardet,https://www.npmjs.com/package/@pypi/chardet,2017-08-20 08:18:15.011,3.0,66.0,,,,,,,,,,,,,, +137,libcloud,apache/libcloud,Apache Libcloud is a Python library which 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 09:00:14.000,2023-12-19 21:05:51.000,2023-12-03 10:50:26,9954.0,42.0,931,85.0,1779.0,75.0,124.0,1979,2023-08-10 08:07:04.000,3.8.0,71.0,475.0,34,True,861.0,,apache-libcloud,,,188756.0,https://pypi.org/project/apache-libcloud,2023-08-10 08:07:04.000,861.0,188756.0,,,,2.0,,,,,,,,,,,,,,,,,,, +138,Cassandra Driver,datastax/python-driver,DataStax Python Driver for Apache Cassandra.,,db-clients,https://github.com/datastax/python-driver,https://github.com/datastax/python-driver,Apache-2.0,2013-07-08 19:02:31.000,2023-12-22 05:57:55.121,2023-12-21 23:24:17,6039.0,13.0,576,78.0,1113.0,13.0,,1362,2023-12-21 22:45:31.000,3.29.0,76.0,196.0,34,True,6686.0,5983.0,cassandra-driver,conda-forge/cassandra-driver,,1579597.0,https://pypi.org/project/cassandra-driver,2023-12-21 22:45:31.000,703.0,1574819.0,https://anaconda.org/conda-forge/cassandra-driver,2023-12-22 05:57:55.121,191159.0,2.0,,,,,,,,,,,,,,,,,,, +139,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,BSD-3-Clause,2013-02-18 16:48:22.000,2023-09-27 17:05:09.000,2023-06-29 17:27:33,1384.0,,313,31.0,327.0,190.0,238.0,1171,2023-05-02 07:31:50.000,0.41.1,214.0,118.0,34,True,29078.0,26917.0,sqlalchemy-utils,conda-forge/sqlalchemy-utils,,4856092.0,https://pypi.org/project/sqlalchemy-utils,2023-04-27 11:40:42.808,2161.0,4849892.0,https://anaconda.org/conda-forge/sqlalchemy-utils,2023-06-16 13:25:00.101,539438.0,2.0,,,,,,,,,,,,,,,,,,, +140,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 09:42:38.000,2023-12-28 06:17:53.000,2023-11-16 21:49:07,517.0,67.0,125,24.0,68.0,22.0,161.0,869,2023-11-16 21:53:00.000,2.12.1,36.0,29.0,34,True,18449.0,18107.0,anytree,conda-forge/anytree,,956421.0,https://pypi.org/project/anytree,2023-11-16 21:53:00.000,342.0,955594.0,https://anaconda.org/conda-forge/anytree,2023-06-16 19:18:51.552,36423.0,1.0,,,,,,,,,,,,,,,,,,, +141,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 03:51:15.000,2023-12-28 12:32:57.000,2023-12-27 21:55:17,1161.0,42.0,294,31.0,843.0,7.0,527.0,720,2023-12-27 22:09:14.000,7.2.2,109.0,125.0,34,True,6575.0,6104.0,minio,conda-forge/minio,,1610495.0,https://pypi.org/project/minio,2023-12-27 21:55:10.000,471.0,1606660.0,https://anaconda.org/conda-forge/minio,2023-12-27 22:55:35.368,153428.0,2.0,,,,,,,,,,,,,,,,,,, +142,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 13:07:19.000,2023-12-18 19:34:37.000,2023-12-15 00:23:40,383.0,20.0,155,61.0,383.0,42.0,294.0,404,2023-12-12 14:47:14.000,0.20.0,44.0,48.0,34,True,9124.0,8789.0,pandas-gbq,conda-forge/pandas-gbq,349.0,7738425.0,https://pypi.org/project/pandas-gbq,2023-12-12 14:47:14.000,335.0,7689304.0,https://anaconda.org/conda-forge/pandas-gbq,2023-06-29 20:18:23.472,1866456.0,2.0,,,,,,,,,,,,,,,,,,, +143,wcwidth,jquast/wcwidth,Python library that measures the width of unicode strings rendered to a terminal.,,cli-helpers,https://github.com/jquast/wcwidth,https://github.com/jquast/wcwidth,MIT,2014-04-05 09:57:11.000,2023-12-15 08:10:36.000,2023-12-15 08:10:35,347.0,25.0,50,13.0,62.0,9.0,38.0,364,2023-11-21 19:57:19.000,0.2.12,24.0,19.0,34,True,499297.0,485736.0,wcwidth,conda-forge/wcwidth,,51362137.0,https://pypi.org/project/wcwidth,2023-11-21 19:57:19.000,13561.0,50827158.0,https://anaconda.org/conda-forge/wcwidth,2023-11-21 23:08:20.164,22469146.0,3.0,,,,,,,,,,,,,,,,,,, +144,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 22:30:54.000,2023-11-29 19:48:49.652,2020-03-21 18:06:04,970.0,,98,33.0,105.0,58.0,68.0,237,2023-11-20 20:52:56.000,0.5.1,39.0,16.0,34,False,460177.0,445063.0,pyasn1,conda-forge/pyasn1,,161488202.0,https://pypi.org/project/pyasn1,2023-11-20 20:52:56.000,15114.0,156940692.0,https://anaconda.org/conda-forge/pyasn1,2023-11-29 19:48:49.652,13642530.0,3.0,,,,,,,,,,,,,,,,,,, +145,Typer,tiangolo/typer,"Typer, build great CLIs. Easy to code. Based on Python type hints.",,cli-helpers,https://github.com/tiangolo/typer,https://github.com/tiangolo/typer,MIT,2019-12-24 12:24:11.000,2023-12-28 05:40:21.000,2023-12-10 20:18:56,479.0,8.0,509,69.0,301.0,208.0,167.0,12735,2023-05-02 05:22:17.780,0.9.0,27.0,37.0,33,True,2874.0,21.0,typer,conda-forge/typer,,13313522.0,https://pypi.org/project/typer,2023-05-02 05:22:17.780,2853.0,13269697.0,https://anaconda.org/conda-forge/typer,2023-06-16 19:18:59.132,1928330.0,3.0,,,,,,,,,,,,,,,,,,, +146,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 17:12:57.000,2023-12-19 02:27:08.000,2023-12-19 02:27:08,2777.0,4.0,623,149.0,490.0,240.0,1009.0,11631,2023-10-09 18:31:30.000,1.10.1,220.0,63.0,33,True,2567.0,2516.0,dearpygui,,,49562.0,https://pypi.org/project/dearpygui,2023-10-09 18:31:30.000,51.0,49562.0,,,,2.0,,,,,,,,,,,,,,,,,,, +147,tenacity,jd/tenacity,Retrying library for Python.,,utilities,https://github.com/jd/tenacity,https://github.com/jd/tenacity,Apache-2.0,2016-08-11 12:44:02.000,2023-12-19 00:26:00.000,2023-12-18 08:20:45,483.0,5.0,247,48.0,197.0,91.0,148.0,5574,2023-08-14 13:22:49.000,8.2.3,53.0,87.0,33,True,1694.0,,tenacity,conda-forge/tenacity,,37759524.0,https://pypi.org/project/tenacity,2023-08-14 13:22:49.000,1694.0,37607764.0,https://anaconda.org/conda-forge/tenacity,2023-08-14 15:29:47.766,5766904.0,2.0,,,,,,,,,,,,,,,,,,, +148,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 16:52:10.000,2023-12-06 08:46:36.000,2023-12-06 08:46:35,1191.0,7.0,338,42.0,488.0,486.0,505.0,4011,2023-08-11 03:44:09.000,0.20.0,151.0,125.0,33,True,6937.0,6835.0,tortoise-orm,conda-forge/tortoise-orm,13.0,106482.0,https://pypi.org/project/tortoise-orm,2023-08-11 03:44:09.000,102.0,105936.0,https://anaconda.org/conda-forge/tortoise-orm,2023-08-11 14:08:36.515,16381.0,3.0,,,,,,,,,,,,,,,,,,, +149,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 04:56:00.000,2023-12-26 21:31:22.000,2023-09-25 09:31:59,4024.0,,238,89.0,79.0,316.0,332.0,3430,2023-09-25 09:50:22.000,0.7.17,52.0,30.0,33,True,4165.0,3800.0,pony,conda-forge/pony,81.0,110207.0,https://pypi.org/project/pony,2023-09-25 09:42:56.000,365.0,107568.0,https://anaconda.org/conda-forge/pony,2023-09-25 14:13:52.264,97667.0,3.0,,,,,,,,,,,,,,,,,,, +150,zenml,zenml-io/zenml,"ZenML : Build portable, production-ready MLOps pipelines. https://zenml.io.",,data-pipelines,https://github.com/zenml-io/zenml,https://github.com/zenml-io/zenml,Apache-2.0,2020-11-19 09:25:46.000,2023-12-28 12:25:17.000,2023-12-22 14:18:02,6131.0,218.0,353,41.0,1969.0,44.0,205.0,3367,2023-12-21 17:32:11.000,0.53.1,120.0,81.0,33,True,306.0,304.0,zenml,,1.0,13802.0,https://pypi.org/project/zenml,2023-12-21 17:32:11.000,2.0,13802.0,,,,2.0,,,,,,,,,,,,,,,,,,, +151,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 00:34:19.000,2023-10-24 17:22:15.000,2023-10-24 17:22:15,853.0,24.0,658,141.0,453.0,143.0,401.0,2756,2021-07-13 12:38:57.000,0.10.0,22.0,91.0,33,True,22791.0,21935.0,pandas-datareader,conda-forge/pandas-datareader,,397530.0,https://pypi.org/project/pandas-datareader,2021-07-13 12:38:57.000,856.0,393288.0,https://anaconda.org/conda-forge/pandas-datareader,2023-06-16 13:23:01.411,339426.0,2.0,,,,,,,,,,,,,,,,,,, +152,docarray,jina-ai/docarray,"Represent, send, store and search multimodal data.",,data-containers,https://github.com/docarray/docarray,https://github.com/docarray/docarray,Apache-2.0,2021-12-14 15:26:24.000,2023-12-23 08:14:32.000,2023-12-22 12:12:28,1435.0,19.0,214,45.0,1199.0,64.0,566.0,2601,2023-12-22 12:12:56.000,0.40.0,740.0,72.0,33,True,3517.0,3465.0,docarray,conda-forge/docarray,,78922.0,https://pypi.org/project/docarray,2023-12-22 12:31:01.000,52.0,73473.0,https://anaconda.org/conda-forge/docarray,2023-06-18 08:40:32.440,125328.0,2.0,,,,,,,,,,,,,docarray/docarray,,,,,, +153,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 20:28:14.000,2023-11-10 15:33:41.000,2023-11-10 15:33:41,250.0,1.0,144,36.0,65.0,49.0,64.0,2440,2023-08-11 13:31:17.000,23.2.1,15.0,35.0,33,True,125237.0,123072.0,aiofiles,conda-forge/aiofiles,,10170190.0,https://pypi.org/project/aiofiles,2023-08-09 15:23:09.000,2165.0,10145523.0,https://anaconda.org/conda-forge/aiofiles,2023-11-02 17:29:27.974,937372.0,2.0,,,,,,,,,,,,,,,,,,, +154,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 14:08:50.000,2023-12-21 00:01:46.000,2023-12-10 17:09:47,1032.0,4.0,267,35.0,370.0,198.0,254.0,2245,2023-12-02 01:23:36.121,0.0.1,214.0,98.0,33,True,16358.0,16251.0,pypika,conda-forge/pypika,,2233238.0,https://pypi.org/project/pypika,2022-03-15 11:22:57.000,107.0,2232997.0,https://anaconda.org/conda-forge/pypika,2023-06-16 19:27:43.516,6268.0,3.0,,,,,,,,,,,,,,,,,,, +155,cachetools,tkem/cachetools,Extensible memoizing collections and decorators.,,caching,https://github.com/tkem/cachetools,https://github.com/tkem/cachetools,MIT,2014-03-22 10:15:14.000,2023-11-01 12:10:42.000,2023-10-30 00:20:45,288.0,7.0,149,27.0,58.0,8.0,228.0,1863,2023-10-24 18:12:02.000,5.3.2,46.0,12.0,33,True,3574.0,,cachetools,conda-forge/cachetools,,107321870.0,https://pypi.org/project/cachetools,2023-10-24 18:12:02.000,3574.0,107078276.0,https://anaconda.org/conda-forge/cachetools,2023-10-25 01:31:27.619,10474577.0,1.0,,,,,,,,,,,,,,,,,,, +156,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,Apache-2.0,2011-08-21 08:24:41.000,2023-12-20 11:46:05.000,2023-12-20 11:46:04,868.0,2.0,250,48.0,291.0,8.0,271.0,1807,2023-09-28 13:18:30.000,1.0.7,23.0,78.0,33,True,2366.0,,msgpack,conda-forge/msgpack-python,1276.0,54322405.0,https://pypi.org/project/msgpack,2023-09-28 13:18:30.000,2366.0,53936410.0,https://anaconda.org/conda-forge/msgpack-python,2023-11-25 16:13:54.210,14667170.0,3.0,,,,,,,,,,,,,,,,,,, +157,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 02:55:59.000,2023-12-05 22:44:47.985,2023-12-05 14:41:43,497.0,5.0,298,26.0,118.0,11.0,148.0,1769,2023-12-05 14:44:01.000,2.9.0,43.0,65.0,33,True,65596.0,64082.0,emoji,conda-forge/emoji,,2917720.0,https://pypi.org/project/emoji,2023-12-05 14:44:01.000,1514.0,2916094.0,https://anaconda.org/conda-forge/emoji,2023-12-05 22:44:47.985,65074.0,2.0,,,,,,,,,,,,,,,,,,, +158,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 16:54:42.000,2023-12-28 08:11:57.000,2023-12-12 07:49:57,690.0,8.0,223,60.0,409.0,143.0,619.0,1491,2019-06-19 22:31:20.000,3.7.4,16.0,92.0,33,True,6026.0,,typing,conda-forge/typing,,8543312.0,https://pypi.org/project/typing,2021-05-01 18:03:55.000,6026.0,8511586.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,2950520.0,2.0,,,,,,,,,,,,,,,,,,, +159,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 19:22:44.000,2023-12-25 13:20:33.000,2023-12-25 13:20:32,1372.0,83.0,150,21.0,892.0,57.0,371.0,1399,2023-11-27 10:42:18.000,9.1.0,59.0,70.0,33,True,832.0,790.0,copier,,,184767.0,https://pypi.org/project/copier,2023-11-27 10:42:18.000,42.0,184767.0,,,,2.0,,,,,,,,,,,,,,,,,,, +160,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 15:32:26.000,2023-12-26 14:50:47.000,2023-12-26 14:50:44,705.0,12.0,125,22.0,283.0,42.0,128.0,1071,2023-08-26 19:10:18.000,1.3.0,21.0,48.0,33,True,10560.0,,pluggy,conda-forge/pluggy,,91638170.0,https://pypi.org/project/pluggy,2023-08-26 19:10:18.000,10560.0,91013219.0,https://anaconda.org/conda-forge/pluggy,2023-08-26 21:53:14.025,23748171.0,2.0,,,,,,,,,,,,,,,,,,, +161,validators,kvesteri/validators,Python Data Validation for Humans.,,data-validation,https://github.com/python-validators/validators,https://github.com/python-validators/validators,MIT,2013-10-17 08:16:32.000,2023-12-25 07:39:39.000,2023-12-25 07:37:07,348.0,10.0,141,14.0,162.0,18.0,138.0,856,2023-09-02 09:17:56.000,0.22.0,42.0,52.0,33,True,99271.0,97444.0,validators,conda-forge/validators,15.0,6690909.0,https://pypi.org/project/validators,2023-09-02 09:17:56.000,1827.0,6677585.0,https://anaconda.org/conda-forge/validators,2023-09-02 12:56:38.531,546268.0,2.0,,,,,,,,,,,,,python-validators/validators,,,,,, +162,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 13:08:20.000,2023-12-28 11:35:02.000,2023-12-28 10:12:19,1516.0,34.0,212,98.0,757.0,2.0,231.0,849,2023-12-28 11:39:30.000,5.16.0,131.0,43.0,33,True,8069.0,7843.0,neo4j-driver,conda-forge/neo4j-python-driver,,122176.0,https://pypi.org/project/neo4j-driver,2023-12-28 11:34:53.000,226.0,117464.0,https://anaconda.org/conda-forge/neo4j-python-driver,2023-11-28 14:47:20.911,197904.0,3.0,,,,,,,,,,,,,,,,,,, +163,decorator,micheles/decorator,Decorators for Humans.,,others,https://github.com/micheles/decorator,https://github.com/micheles/decorator,BSD-2-Clause,2013-11-24 05:55:49.000,2023-08-23 16:34:36.000,2023-08-23 16:34:33,392.0,,102,24.0,56.0,13.0,93.0,795,2022-01-07 08:20:03.000,5.1.1,38.0,27.0,33,True,536824.0,512395.0,decorator,conda-forge/decorator,,56722574.0,https://pypi.org/project/decorator,2022-01-07 08:20:03.000,24429.0,56439119.0,https://anaconda.org/conda-forge/decorator,2023-06-16 13:18:04.782,25227579.0,2.0,,,,,,,,,,,,,,,,,,, +164,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 14:52:32.000,2023-12-27 03:42:43.000,2023-12-27 03:42:43,1175.0,15.0,86,21.0,768.0,31.0,121.0,365,2023-07-20 15:53:14.362,0.0.1,131.0,50.0,33,True,3343.0,,multidict,conda-forge/multidict,6173.0,79707888.0,https://pypi.org/project/multidict,2023-07-20 15:53:14.362,3343.0,79408814.0,https://anaconda.org/conda-forge/multidict,2023-10-07 22:15:36.598,11362206.0,2.0,,,,,,,,,,,,,,3.0,,,,, +165,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 18:51:56.000,2023-11-03 12:32:10.000,2023-11-03 12:31:26,810.0,4.0,131,23.0,94.0,53.0,140.0,305,2022-03-15 14:46:51.000,1.5.1,33.0,39.0,33,True,113190.0,106096.0,asn1crypto,conda-forge/asn1crypto,,61509150.0,https://pypi.org/project/asn1crypto,2022-03-15 14:46:51.000,7094.0,61402194.0,https://anaconda.org/conda-forge/asn1crypto,2023-06-16 13:20:58.043,8342582.0,3.0,,,,,,,,,,,,,,,,,,, +166,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 12:22:30.000,2023-09-05 16:15:05.330,2023-09-05 01:50:58,656.0,,78,16.0,35.0,35.0,47.0,291,2023-01-14 12:26:16.208,2022.7.1,113.0,21.0,33,True,1861639.0,1778073.0,pytz,conda-forge/pytz,,149916001.0,https://pypi.org/project/pytz,2023-09-05 01:56:55.000,83566.0,148618722.0,https://anaconda.org/conda-forge/pytz,2023-09-05 16:15:05.330,47999355.0,3.0,,,,,,,,,,,,,,,,,,, +167,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 12:34:21.000,2023-12-08 07:11:16.000,2023-12-08 07:11:16,316.0,16.0,58,7.0,76.0,1.0,81.0,179,2023-06-21 14:09:09.912,4.3.1,47.0,31.0,33,True,146419.0,142587.0,tzlocal,conda-forge/tzlocal,,39885267.0,https://pypi.org/project/tzlocal,2023-10-22 17:41:36.000,3832.0,39795778.0,https://anaconda.org/conda-forge/tzlocal,2023-10-22 22:23:29.297,2505713.0,3.0,,,,,,,,,,,,,,,,,,, +168,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 23:31:13.000,2023-12-02 01:46:06.000,2023-07-24 18:53:19,697.0,,512,106.0,159.0,14.0,291.0,6287,2023-06-12 19:08:02.174,4.8.0,68.0,82.0,32,True,13164.0,12246.0,tinydb,conda-forge/tinydb,,503339.0,https://pypi.org/project/tinydb,2023-06-12 19:08:02.174,918.0,499292.0,https://anaconda.org/conda-forge/tinydb,2023-06-12 22:06:12.645,364252.0,2.0,,,,,,,,,,,,,,,,,,, +169,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 10:55:25.000,2023-12-03 20:35:16.966,2023-11-28 18:26:26,330.0,1.0,253,53.0,201.0,125.0,197.0,3618,2023-08-28 14:51:41.000,0.8.0,42.0,57.0,32,True,21522.0,21401.0,databases,conda-forge/databases,,343655.0,https://pypi.org/project/databases,2023-08-28 14:51:41.000,121.0,338455.0,https://anaconda.org/conda-forge/databases,2023-12-03 20:35:16.966,192412.0,3.0,,,,,,,,,,,,,,,,,,, +170,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 20:18:41.000,2023-11-30 07:55:40.000,2023-11-30 07:55:40,1134.0,28.0,243,64.0,89.0,23.0,273.0,3465,2023-10-25 15:29:54.000,1.15.0,24.0,45.0,32,True,1069.0,949.0,asciimatics,conda-forge/asciimatics,,47738.0,https://pypi.org/project/asciimatics,2023-10-25 15:19:05.000,120.0,43935.0,https://anaconda.org/conda-forge/asciimatics,2023-10-25 21:59:55.078,144522.0,3.0,,,,,,,,,,,,,,,,,,, +171,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 13:23:05.000,2023-12-10 05:48:51.000,2022-12-19 03:14:24,1998.0,,263,48.0,202.0,178.0,358.0,3384,2022-12-19 06:54:00.875,4.41.0,288.0,29.0,32,True,2839.0,2723.0,dependency-injector,conda-forge/dependency_injector,,1050231.0,https://pypi.org/project/dependency-injector,2022-12-19 06:54:00.875,116.0,1048920.0,https://anaconda.org/conda-forge/dependency_injector,2023-06-16 19:27:23.562,35398.0,2.0,,,,,,,,,,,,,,,,,,, +172,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 17:44:20.000,2023-08-26 07:32:09.000,2022-11-06 04:14:47,635.0,,190,34.0,51.0,25.0,158.0,3129,2021-05-16 22:03:41.000,2.4.0,40.0,23.0,32,False,2246.0,,sortedcontainers,conda-forge/sortedcontainers,,28675280.0,https://pypi.org/project/sortedcontainers,2021-05-16 22:03:41.000,2246.0,28544297.0,https://anaconda.org/conda-forge/sortedcontainers,2023-06-16 13:23:54.671,11657571.0,2.0,,,,,,,,,,,,,,,,,,, +173,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,MIT,2015-01-02 13:05:52.000,2023-12-05 16:43:54.000,2023-09-07 02:59:25,1023.0,,365,48.0,382.0,82.0,310.0,3015,2023-09-07 03:00:21.000,6.4.0,56.0,105.0,32,True,628.0,,smart-open,conda-forge/smart_open,,17373441.0,https://pypi.org/project/smart-open,2023-09-07 02:59:54.000,628.0,17318842.0,https://anaconda.org/conda-forge/smart_open,2023-09-07 06:13:58.481,2238599.0,2.0,,,,,,,,,,,,,piskvorky/smart_open,,,,,, +174,schema,keleshev/schema,Schema validation just got Pythonic.,,data-validation,https://github.com/keleshev/schema,https://github.com/keleshev/schema,MIT,2012-08-19 18:56:20.000,2023-12-18 20:17:19.000,2023-11-23 10:48:28,410.0,6.0,198,57.0,154.0,95.0,73.0,2811,2021-12-01 20:51:57.000,0.7.5,25.0,66.0,32,True,8768.0,7832.0,schema,conda-forge/schema,,9071697.0,https://pypi.org/project/schema,2021-12-01 20:49:21.000,936.0,9069161.0,https://anaconda.org/conda-forge/schema,2023-06-16 16:16:09.653,134435.0,2.0,,,,,,,,,,,,,,,,,,, +175,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,MIT,2018-11-01 02:18:34.000,2023-12-22 15:14:13.000,2023-12-15 22:15:59,625.0,31.0,234,18.0,607.0,283.0,421.0,2746,2023-12-08 21:11:34.000,0.18.0,79.0,111.0,32,True,1335.0,1238.0,pandera,conda-forge/pandera-core,,1188246.0,https://pypi.org/project/pandera,2023-12-08 21:11:34.000,97.0,1187411.0,https://anaconda.org/conda-forge/pandera-core,2023-11-07 19:43:56.519,31767.0,2.0,,,,,,['pandas'],,,,,,,unionai-oss/pandera,,,,,, +176,python-decouple,henriquebastos/python-decouple,Strict separation of config from code.,,configuration,https://github.com/HBNetwork/python-decouple,https://github.com/HBNetwork/python-decouple,MIT,2014-02-25 04:16:08.000,2023-11-08 18:48:21.000,2023-04-17 23:37:12,196.0,,186,28.0,76.0,8.0,85.0,2599,2023-03-01 19:38:11.000,3.8,12.0,35.0,32,True,121575.0,118177.0,python-decouple,conda-forge/python-decouple,12.0,1815289.0,https://pypi.org/project/python-decouple,2023-03-01 19:40:02.580,3398.0,1814302.0,https://anaconda.org/conda-forge/python-decouple,2023-06-16 13:21:51.317,74040.0,2.0,,,,,,,,,,,,,HBNetwork/python-decouple,,,,,, +177,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 02:18:35.000,2023-12-19 05:21:32.000,2023-12-19 05:21:31,829.0,5.0,424,40.0,634.0,259.0,367.0,2332,2023-11-29 05:21:25.000,5.5.1,90.0,107.0,32,True,1755.0,1594.0,pynamodb,conda-forge/pynamodb,,1460719.0,https://pypi.org/project/pynamodb,2023-11-29 05:21:25.000,161.0,1450344.0,https://anaconda.org/conda-forge/pynamodb,2023-11-29 14:08:47.181,415000.0,3.0,,,,,,,,,,,,,,,,,,, +178,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 04:50:48.000,2023-07-31 07:36:00.000,2021-08-21 19:45:33,503.0,,444,96.0,160.0,3.0,,2112,2020-12-11 11:31:40.086,2.0.1,24.0,51.0,32,False,212742.0,204176.0,xlrd,conda-forge/xlrd,,18620173.0,https://pypi.org/project/xlrd,2020-12-11 11:31:40.086,8566.0,18575473.0,https://anaconda.org/conda-forge/xlrd,2023-06-16 13:21:36.044,3620779.0,2.0,,,,,,,,,,,,,,,,,,, +179,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 22:16:36.000,2023-09-18 04:41:58.000,2023-03-31 03:02:29,558.0,,171,35.0,161.0,46.0,87.0,1993,2022-06-17 18:00:10.000,1.0.1,26.0,31.0,32,True,7051.0,,jmespath,conda-forge/jmespath,,119859827.0,https://pypi.org/project/jmespath,2022-06-17 18:00:10.000,7051.0,119665213.0,https://anaconda.org/conda-forge/jmespath,2023-06-16 13:16:44.688,17320721.0,3.0,,,,,,,,,,,,,,,,,,, +180,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 14:59:01.000,2023-11-29 23:17:44.000,2023-11-18 19:19:04,1056.0,5.0,90,17.0,579.0,101.0,444.0,1688,2022-12-08 21:01:02.889,2.3.0,146.0,31.0,32,True,22953.0,22508.0,omegaconf,conda-forge/omegaconf,,6101817.0,https://pypi.org/project/omegaconf,2023-11-29 23:17:44.000,445.0,6075369.0,https://anaconda.org/conda-forge/omegaconf,2023-06-16 19:17:33.055,1243083.0,2.0,,,,,,,,,,,,,,,,,,, +181,humanize,jmoiron/humanize,python humanize functions.,,text,https://github.com/jmoiron/humanize,https://github.com/jmoiron/humanize,MIT,2011-10-07 23:44:01.000,2023-11-21 23:08:24.916,2022-06-13 13:14:58,512.0,,156,26.0,184.0,,80.0,1671,2023-11-21 19:53:26.000,4.9.0,48.0,63.0,32,False,2069.0,,humanize,conda-forge/humanize,,5455874.0,https://pypi.org/project/humanize,2023-11-21 19:53:26.000,2069.0,5444025.0,https://anaconda.org/conda-forge/humanize,2023-11-21 23:08:24.916,497664.0,2.0,,,,,,,,,,,,,,,,,,, +182,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 09:51:03.000,2023-08-22 16:47:24.412,2023-08-22 15:22:53,1280.0,,190,49.0,202.0,85.0,371.0,1172,2023-08-22 15:26:20.000,1.7.14,89.0,63.0,32,True,3613.0,3527.0,petl,conda-forge/petl,,1131774.0,https://pypi.org/project/petl,2023-08-22 15:26:20.000,86.0,1126594.0,https://anaconda.org/conda-forge/petl,2023-08-22 16:47:24.412,217582.0,2.0,,,,,,,,,,,,,,,,,http://petl.readthedocs.org,, +183,sshtunnel,pahaz/sshtunnel,SSH tunnels to remote server.,,infrastructure,https://github.com/pahaz/sshtunnel,https://github.com/pahaz/sshtunnel,MIT,2014-06-11 21:14:05.000,2023-10-26 21:01:22.000,2023-05-14 21:12:56,446.0,,183,28.0,95.0,61.0,141.0,1150,2021-01-11 13:28:44.000,0.4.0,28.0,26.0,32,True,6702.0,6378.0,sshtunnel,conda-forge/sshtunnel,,7259832.0,https://pypi.org/project/sshtunnel,2021-01-11 13:28:30.784,324.0,7258317.0,https://anaconda.org/conda-forge/sshtunnel,2023-06-16 13:24:17.374,131851.0,3.0,,,,,,,,,,,,,,,,,,, +184,cx-Oracle,oracle/python-cx_Oracle,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 04:03:36.000,2023-10-18 13:21:57.000,2023-08-17 00:33:24,1178.0,,362,74.0,22.0,32.0,609.0,870,2023-07-20 16:04:57.864,5.0.2,55.0,17.0,32,True,8316.0,7961.0,cx-Oracle,conda-forge/cx_oracle,,2937692.0,https://pypi.org/project/cx-Oracle,2023-07-20 16:04:57.864,355.0,2925203.0,https://anaconda.org/conda-forge/cx_oracle,2023-09-24 12:56:34.597,512067.0,3.0,,,,,,,,,,,,,,,,,,, +185,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 19:33:15.000,2023-12-25 04:51:43.000,2023-11-30 17:42:07,1870.0,1.0,598,124.0,1289.0,225.0,1088.0,7814,2023-02-23 18:30:37.000,1.3.2,22.0,114.0,31,True,18656.0,18647.0,hydra,conda-forge/hydra-core,,29441.0,https://pypi.org/project/hydra,2016-08-03 13:21:51.000,9.0,10438.0,https://anaconda.org/conda-forge/hydra-core,2023-06-16 19:18:09.635,874177.0,3.0,,,,,,,,,,,,,,,,,,, +186,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,MIT,2017-12-27 21:37:12.000,2023-12-21 15:07:22.000,2023-03-04 17:45:05,299.0,,565,131.0,190.0,180.0,343.0,5964,2023-02-20 20:34:01.455,0.16.0,41.0,46.0,31,True,6658.0,6572.0,eel,,,67490.0,https://pypi.org/project/eel,2022-12-09 20:47:00.608,86.0,67490.0,,,,2.0,,,,,,,,,,,,,python-eel/Eel,,,,,, +187,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 20:59:09.000,2023-12-18 13:52:12.000,2023-09-20 06:18:21,1023.0,,515,91.0,186.0,16.0,429.0,5178,2022-09-02 09:48:52.000,0.9.0,47.0,76.0,31,True,3542.0,3274.0,transitions,conda-forge/transitions,,457817.0,https://pypi.org/project/transitions,2022-09-02 09:48:52.000,268.0,447048.0,https://anaconda.org/conda-forge/transitions,2023-06-16 16:15:31.911,581546.0,1.0,,,,,,,,,,,,,,,,,,, +188,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 12:50:22.000,2023-12-02 01:20:30.075,2020-01-18 07:00:32,540.0,,1189,222.0,90.0,243.0,43.0,5139,,,41.0,28.0,31,False,8500.0,7677.0,pdfminer,conda-forge/pdfminer,,170831.0,https://pypi.org/project/pdfminer,2021-12-15 14:45:46.670,823.0,170425.0,https://anaconda.org/conda-forge/pdfminer,2023-06-16 13:18:10.043,35752.0,2.0,,,,,,,,,,,,,,,,,,, +189,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 16:39:43.000,2023-11-28 02:39:28.000,2023-11-28 02:39:24,986.0,5.0,380,85.0,175.0,,605.0,4729,2023-09-22 15:18:12.000,2.5.0,67.0,67.0,31,True,1512.0,1334.0,huey,conda-forge/huey,,88709.0,https://pypi.org/project/huey,2023-09-20 12:48:32.000,178.0,88222.0,https://anaconda.org/conda-forge/huey,2023-06-16 16:09:17.692,33161.0,2.0,,,,,,,,,,,,,,,,,,, +190,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 14:57:55.000,2023-09-06 13:18:04.000,2023-07-12 08:51:27,712.0,,296,103.0,139.0,34.0,261.0,4679,2023-07-12 08:56:00.739,1.6.2,57.0,77.0,31,True,4079.0,3496.0,dataset,conda-forge/dataset,,89167.0,https://pypi.org/project/dataset,2023-07-12 08:56:00.739,583.0,88934.0,https://anaconda.org/conda-forge/dataset,2023-07-12 10:39:31.317,7720.0,3.0,,,,,,,,,,,,,,,,,,, +191,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 21:44:10.000,2023-12-27 02:30:01.000,2023-12-27 02:29:58,7798.0,472.0,667,85.0,1325.0,144.0,670.0,3976,2023-12-21 02:08:02.000,0.4.1,65.0,256.0,31,True,38.0,2.0,toga,,2340.0,4847.0,https://pypi.org/project/toga,2023-12-21 02:08:02.000,34.0,4669.0,,,,2.0,@pybee/toga,https://www.npmjs.com/package/@pybee/toga,2017-04-23 05:17:57.458,2.0,11.0,,,,,,,,,,,,,, +192,gdown,wkentaro/gdown,Download a large file from Google Drive (curl/wget fails because of the security notice).,,data-loading,https://github.com/wkentaro/gdown,https://github.com/wkentaro/gdown,MIT,2015-10-17 03:01:23.000,2023-12-14 22:47:22.000,2023-04-22 06:02:17,441.0,,291,23.0,114.0,16.0,125.0,3566,2023-03-25 04:14:00.465,4.7.1,84.0,17.0,31,True,24849.0,24412.0,gdown,conda-forge/gdown,,1232713.0,https://pypi.org/project/gdown,2023-03-25 04:14:00.465,437.0,1227945.0,https://anaconda.org/conda-forge/gdown,2023-06-16 16:16:47.757,243197.0,2.0,,,,,,,,,,,,,,,,,,, +193,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 21:46:54.000,2023-09-21 03:12:26.000,2023-09-21 03:12:16,1555.0,,349,303.0,1629.0,112.0,486.0,3310,2021-10-19 22:26:46.000,1.8.2,47.0,51.0,31,True,342.0,325.0,koalas,conda-forge/koalas,1019.0,1635307.0,https://pypi.org/project/koalas,2021-10-19 22:26:05.000,17.0,1629407.0,https://anaconda.org/conda-forge/koalas,2023-06-16 16:15:24.146,323576.0,3.0,,,,,,"['spark', 'pandas']",,,,,,,,,,,,, +194,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 14:25:22.000,2023-09-29 10:03:58.000,2019-08-15 21:14:59,7496.0,,388,195.0,944.0,264.0,502.0,3174,2021-12-15 15:22:54.705,0.6.0,14.0,67.0,31,False,10002.0,9184.0,blaze,conda-forge/blaze,,14267.0,https://pypi.org/project/blaze,2021-12-15 15:22:54.705,818.0,11605.0,https://anaconda.org/conda-forge/blaze,2023-06-16 13:21:36.637,202353.0,3.0,,,,,,,,,,,,,,,,,,, +195,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 13:08:38.000,2023-12-27 16:27:33.000,2023-12-27 16:27:32,1730.0,35.0,100,43.0,1329.0,66.0,353.0,3044,2023-08-26 13:41:44.000,0.22.0,25.0,48.0,31,True,552.0,493.0,returns,conda-forge/returns,,206393.0,https://pypi.org/project/returns,2023-08-26 13:41:44.000,59.0,206137.0,https://anaconda.org/conda-forge/returns,2023-08-28 19:31:50.302,7958.0,3.0,,,,,,,,,,,,,,,,,,, +196,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 18:35:21.000,2023-06-16 13:18:55.628,2020-11-16 22:20:52,8622.0,,608,110.0,921.0,211.0,1093.0,2607,2021-12-15 14:47:15.579,0.4.0,62.0,145.0,31,False,1501.0,1387.0,mrjob,conda-forge/mrjob,,86646.0,https://pypi.org/project/mrjob,2021-12-15 14:47:15.579,114.0,80677.0,https://anaconda.org/conda-forge/mrjob,2023-06-16 13:18:55.628,519375.0,2.0,,,,,,,,,,,,,,,,,,, +197,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 23:25:32.000,2023-12-28 00:18:28.000,2023-12-26 17:22:12,814.0,55.0,108,32.0,1042.0,17.0,391.0,2428,2023-12-12 20:32:09.000,1.3.18,310.0,32.0,31,True,235.0,229.0,whylogs,,44.0,130303.0,https://pypi.org/project/whylogs,2023-12-12 20:32:57.000,6.0,130301.0,,,,2.0,,,,,,,,,,,,,,,,,,, +198,pyfilesystem2,pyfilesystem/pyfilesystem2,Pythons Filesystem abstraction layer.,,file-path-utils,https://github.com/PyFilesystem/pyfilesystem2,https://github.com/PyFilesystem/pyfilesystem2,MIT,2016-10-14 15:05:27.000,2023-11-06 03:24:02.000,2022-10-18 10:59:07,785.0,,176,43.0,218.0,104.0,273.0,1915,2023-07-20 15:36:08.195,0.3.0,88.0,47.0,31,False,622.0,,fs,conda-forge/fs,,1927518.0,https://pypi.org/project/fs,2023-07-20 15:36:08.195,622.0,1918258.0,https://anaconda.org/conda-forge/fs,2023-06-16 13:24:46.417,694527.0,3.0,,,,,,,,,,,,,,,,,,, +199,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 06:03:24.000,2023-12-18 01:57:20.000,2023-12-18 01:37:43,1026.0,22.0,59,22.0,108.0,113.0,76.0,1777,2023-11-27 00:23:41.000,23.5.0,26.0,22.0,31,True,1442.0,1320.0,glom,conda-forge/glom,,1900632.0,https://pypi.org/project/glom,2023-11-27 00:23:41.000,122.0,1899919.0,https://anaconda.org/conda-forge/glom,2023-11-27 03:39:19.967,28534.0,2.0,,,,,,,,,,,,,,,,,,, +200,SDV,sdv-dev/SDV,Synthetic data generation for tabular data.,,data-loading,https://github.com/sdv-dev/SDV,https://github.com/sdv-dev/SDV,SSPL-1.0,2018-05-11 15:56:50.000,2023-12-22 13:36:19.000,2023-12-13 22:24:25,1470.0,83.0,252,42.0,651.0,140.0,888.0,1759,2023-12-05 18:42:59.000,1.8.0,118.0,46.0,31,False,330.0,312.0,sdv,conda-forge/sdv,,46830.0,https://pypi.org/project/sdv,2023-12-05 18:41:19.000,18.0,46185.0,https://anaconda.org/conda-forge/sdv,2023-12-05 23:39:59.074,15485.0,2.0,,,,,,,,,,,,,,,,,,, +201,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 19:27:16.000,2023-07-18 21:30:08.000,2023-07-18 21:30:08,972.0,,511,100.0,402.0,167.0,379.0,1671,2020-11-11 21:23:41.000,5.3.1,54.0,141.0,31,True,9133.0,7873.0,influxdb,conda-forge/influxdb,,1796807.0,https://pypi.org/project/influxdb,2020-11-11 21:23:41.000,1260.0,1793752.0,https://anaconda.org/conda-forge/influxdb,2023-06-16 19:18:45.040,134457.0,3.0,,,,,,,,,,,,,,,,,,, +202,pygsheets,nithinmurali/pygsheets,Google Sheets Python API v4.,,db-clients,https://github.com/nithinmurali/pygsheets,https://github.com/nithinmurali/pygsheets,MIT,2016-06-06 17:20:44.000,2023-09-28 01:02:19.000,2023-09-28 01:02:19,1097.0,,217,48.0,179.0,56.0,337.0,1466,2022-11-30 17:34:49.000,2.0.6,18.0,90.0,31,True,2350.0,2252.0,pygsheets,,,1293484.0,https://pypi.org/project/pygsheets,2022-11-30 17:29:01.641,98.0,1293484.0,,,,3.0,,,,,,,,,,,,,,,,,,, +203,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 04:07:00.000,2023-06-16 13:15:34.114,2023-02-10 23:42:40,225.0,,97,68.0,94.0,50.0,59.0,1003,2020-05-11 08:18:45.000,1.4.4,8.0,34.0,31,True,282307.0,267113.0,appdirs,conda-forge/appdirs,,19697006.0,https://pypi.org/project/appdirs,2020-05-11 07:59:49.000,15194.0,19590283.0,https://anaconda.org/conda-forge/appdirs,2023-06-16 13:15:34.114,9925325.0,3.0,,,,,,,,,,,,,,,,,,, +204,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 23:21:22.000,2023-09-29 20:49:09.829,2023-04-04 11:45:40,1273.0,,97,32.0,205.0,46.0,192.0,968,2023-03-08 19:41:02.446,1.3.7,37.0,30.0,31,True,46481.0,44812.0,Bottleneck,conda-forge/bottleneck,,704782.0,https://pypi.org/project/Bottleneck,2023-03-08 19:41:02.446,1669.0,603624.0,https://anaconda.org/conda-forge/bottleneck,2023-09-29 20:49:09.829,3844031.0,3.0,,,,,,,,,,,,,,,,,,, +205,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 13:43:13.000,2023-12-26 15:02:15.000,2023-12-26 15:02:14,978.0,17.0,100,22.0,94.0,28.0,83.0,886,2023-07-04 14:19:04.678,7.0.0,49.0,53.0,31,True,1036.0,,inflect,conda-forge/inflect,,4749267.0,https://pypi.org/project/inflect,2023-07-04 14:19:04.678,1036.0,4740798.0,https://anaconda.org/conda-forge/inflect,2023-07-04 16:42:55.600,355720.0,2.0,,,,,,,,,,,,,,,,,,, +206,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 12:53:34.000,2023-11-01 16:03:03.000,2023-11-01 16:03:00,597.0,14.0,106,12.0,115.0,22.0,107.0,460,2021-02-24 10:55:03.000,4.7.2,36.0,43.0,31,True,7181.0,,rsa,conda-forge/rsa,,130525741.0,https://pypi.org/project/rsa,2022-07-20 10:30:05.832,7181.0,130377758.0,https://anaconda.org/conda-forge/rsa,2023-06-16 13:14:30.533,13170519.0,3.0,,,,,,,,,,,,,,,,,,, +207,param,holoviz/param,Param: Make your Python code clearer and more reliable by declaring Parameters.,,data-validation,https://github.com/holoviz/param,https://github.com/holoviz/param,BSD-3-Clause,2012-05-01 11:51:08.000,2023-12-22 14:48:52.000,2023-12-22 14:48:51,870.0,25.0,64,18.0,470.0,139.0,285.0,371,2023-11-08 17:32:32.000,2.0.1,87.0,36.0,31,True,9445.0,9290.0,param,conda-forge/param,,700886.0,https://pypi.org/project/param,2023-11-08 17:32:32.000,155.0,662785.0,https://anaconda.org/conda-forge/param,2023-11-08 21:17:18.293,1447857.0,3.0,,,,,,,,,,,,,,,,,,, +208,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 00:09:10.000,2023-12-21 11:50:32.000,2023-12-21 11:50:32,787.0,19.0,48,46.0,695.0,47.0,176.0,57,2023-12-12 23:03:16.000,2.22.0,76.0,67.0,31,False,3292.0,3276.0,google-cloud-bigtable,conda-forge/google-cloud-bigtable,,3865768.0,https://pypi.org/project/google-cloud-bigtable,2023-12-12 23:03:16.000,16.0,3862763.0,https://anaconda.org/conda-forge/google-cloud-bigtable,2023-12-13 02:55:03.515,102192.0,3.0,,,,,,,,,,,,,,,,,,, +209,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 12:28:24.318,2023-12-26 15:01:33.000,2023-12-26 15:01:32,869.0,25.0,38,12.0,54.0,1.0,237.0,54,2023-11-07 00:46:54.000,6.1.1,66.0,37.0,31,False,1646.0,,importlib-resources,conda-forge/importlib_resources,,69336309.0,https://pypi.org/project/importlib-resources,2023-11-07 00:46:31.000,1646.0,68925499.0,https://anaconda.org/conda-forge/importlib_resources,2023-11-07 13:47:04.229,17664833.0,2.0,,,,,,,,,,,,,,,,,,, +210,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,MIT,2018-11-15 21:24:48.000,2023-12-26 15:01:15.000,2023-12-26 15:01:14,701.0,26.0,40,4.0,41.0,8.0,65.0,44,2023-09-18 15:18:43.000,3.17.0,49.0,24.0,31,False,4175.0,,zipp,conda-forge/zipp,,161519557.0,https://pypi.org/project/zipp,2023-09-18 15:18:23.000,4175.0,160626030.0,https://anaconda.org/conda-forge/zipp,2023-09-21 00:15:19.475,34847591.0,3.0,,,,,,,,,,,,,,,,,,, +211,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 21:06:05.000,2023-12-10 16:40:10.000,2022-05-08 04:08:19,743.0,,966,282.0,297.0,152.0,462.0,19967,2021-12-15 16:29:29.533,0.8.7,58.0,103.0,30,False,935.0,851.0,gooey,conda-forge/gooey,563.0,6088.0,https://pypi.org/project/gooey,2022-01-29 23:10:33.000,84.0,4754.0,https://anaconda.org/conda-forge/gooey,2023-06-16 16:15:20.617,72809.0,3.0,,,,,,,,,,,,,,,,,,, +212,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 09:44:42.000,2023-10-20 09:14:07.000,2023-07-21 10:40:58,3636.0,,592,145.0,967.0,500.0,773.0,8092,2023-07-21 10:41:31.000,4.17.0,69.0,72.0,30,True,672.0,641.0,vaex,conda-forge/vaex,280.0,32548.0,https://pypi.org/project/vaex,2023-07-21 10:41:31.000,31.0,30477.0,https://anaconda.org/conda-forge/vaex,2023-06-16 13:20:19.053,177939.0,3.0,,,,,,,,,,,,,,,,,,, +213,faust,robinhood/faust,Python Stream Processing.,,data-pipelines,https://github.com/robinhood/faust,https://github.com/robinhood/faust,BSD-3-Clause,2017-03-08 18:36:11.000,2023-11-23 18:02:37.000,2023-02-23 18:42:48,4138.0,,552,141.0,293.0,282.0,244.0,6648,2020-02-25 22:58:45.202,1.10.4,46.0,95.0,30,True,1735.0,1705.0,faust,,,15026.0,https://pypi.org/project/faust,2020-02-25 22:58:45.202,30.0,15026.0,,,,3.0,,,,,,,,,,,,,,,,,,, +214,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 22:55:07.000,2023-06-16 19:26:23.252,2023-01-31 21:17:34,775.0,,412,79.0,69.0,365.0,194.0,3578,2020-03-23 21:49:28.677,0.13.5,35.0,41.0,30,True,14828.0,14298.0,keyboard,conda-forge/keyboard,,207367.0,https://pypi.org/project/keyboard,2020-03-23 21:49:28.677,530.0,206548.0,https://anaconda.org/conda-forge/keyboard,2023-06-16 19:26:23.252,24577.0,3.0,,,,,,,,,,,,,,,,,,, +215,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 20:13:06.000,2023-12-08 00:49:39.000,2023-12-08 00:49:38,3046.0,10.0,222,29.0,291.0,98.0,761.0,3291,2023-11-29 17:37:15.000,0.23.1,115.0,80.0,30,True,124.0,117.0,ploomber,conda-forge/ploomber,,8344.0,https://pypi.org/project/ploomber,2023-11-29 17:37:15.000,7.0,5646.0,https://anaconda.org/conda-forge/ploomber,2023-11-29 21:04:40.079,80957.0,3.0,,,,,,,,,,,,,,,,,,, +216,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 00:44:57.000,2023-12-17 13:31:08.000,2023-12-17 13:31:08,991.0,8.0,141,71.0,66.0,9.0,72.0,3190,2018-06-30 04:16:20.000,1.10.3,51.0,33.0,30,True,10308.0,9674.0,funcy,conda-forge/funcy,,1817160.0,https://pypi.org/project/funcy,2023-03-28 06:24:02.835,634.0,1812309.0,https://anaconda.org/conda-forge/funcy,2023-06-16 13:23:43.902,402643.0,3.0,,,,,,,,,,,,,,,,,,, +217,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 02:25:29.000,2023-07-12 06:21:13.000,2021-08-17 21:08:10,1420.0,,290,62.0,305.0,107.0,238.0,2570,2021-08-17 21:16:54.000,2.1.1,24.0,119.0,30,False,1961.0,1574.0,schematics,conda-forge/schematics,,255853.0,https://pypi.org/project/schematics,2021-08-17 21:16:54.000,387.0,255362.0,https://anaconda.org/conda-forge/schematics,2023-06-16 16:16:00.762,26047.0,3.0,,,,,,,,,,,,,,,,,,, +218,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 01:21:46.000,2023-10-03 10:00:24.000,2023-10-02 23:00:49,232.0,1.0,276,48.0,73.0,50.0,113.0,2216,2023-10-03 10:00:24.000,1.6.4,86.0,28.0,30,True,1105.0,1039.0,datasketch,,19.0,1264578.0,https://pypi.org/project/datasketch,2023-10-03 10:00:24.000,66.0,1264578.0,,,,3.0,,,,,,,,,,,,,,,,,,, +219,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 04:29:28.000,2023-12-26 23:18:29.000,2023-12-12 14:22:59,793.0,19.0,64,15.0,446.0,185.0,176.0,1418,2023-10-22 23:01:49.000,0.11.0,32.0,26.0,30,True,2669.0,2654.0,prisma,,,60514.0,https://pypi.org/project/prisma,2023-10-22 22:59:53.000,15.0,60514.0,,,,3.0,,,,,,,,,,,,,,,,,,, +220,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 01:44:50.000,2023-10-25 16:27:18.000,2023-10-25 16:27:18,268.0,4.0,101,34.0,72.0,3.0,67.0,1411,2023-02-24 16:23:02.934,8.0.1,45.0,36.0,30,True,2924.0,,python-slugify,conda-forge/python-slugify,,12214832.0,https://pypi.org/project/python-slugify,2023-02-24 16:23:02.934,2924.0,12168672.0,https://anaconda.org/conda-forge/python-slugify,2023-09-09 17:58:27.893,1892591.0,3.0,,,,,,,,,,,,,,,,,,, +221,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 14:00:27.000,2023-12-26 21:46:36.000,2023-12-26 21:44:46,650.0,19.0,62,16.0,234.0,3.0,54.0,1366,2023-01-02 18:35:41.085,0.22.1,41.0,15.0,30,True,21232.0,20711.0,bidict,conda-forge/bidict,,1442416.0,https://pypi.org/project/bidict,2023-01-02 18:35:41.085,521.0,1438116.0,https://anaconda.org/conda-forge/bidict,2023-06-16 13:23:40.544,374171.0,2.0,,,,,,,,,,,,,,,,,,, +222,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 09:25:51.000,2023-12-22 17:56:43.000,2023-12-22 17:56:42,619.0,21.0,138,22.0,513.0,35.0,254.0,963,2023-08-06 20:31:23.000,0.12.2,44.0,43.0,30,True,2141.0,2011.0,aiocache,,15.0,338827.0,https://pypi.org/project/aiocache,2023-08-06 20:31:21.000,130.0,338827.0,,,,2.0,,,,,,,,,,,,,,,,,,, +223,fastcore,fastai/fastcore,Python supercharged for the fastai library.,,others,https://github.com/fastai/fastcore,https://github.com/fastai/fastcore,Apache-2.0,2019-12-02 20:16:53.000,2023-06-25 23:25:46.000,2023-06-25 23:23:50,1269.0,,256,19.0,212.0,31.0,302.0,880,2023-03-28 20:22:05.218,1.5.29,141.0,56.0,30,True,5512.0,5191.0,fastcore,conda-forge/fastcore,,609175.0,https://pypi.org/project/fastcore,2023-03-28 20:22:05.218,321.0,606457.0,https://anaconda.org/conda-forge/fastcore,2023-06-16 19:28:19.001,65243.0,3.0,,,,,,,,,,,,,,,,,,, +224,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 22:42:24.000,2023-12-21 10:15:57.000,2020-10-21 17:48:31,219.0,,77,15.0,269.0,46.0,25.0,677,2020-09-21 21:24:10.000,1.5.2,17.0,23.0,30,False,45465.0,43362.0,cached-property,conda-forge/cached-property,,11767677.0,https://pypi.org/project/cached-property,2020-09-21 18:39:25.000,2103.0,11669018.0,https://anaconda.org/conda-forge/cached-property,2023-06-16 13:24:56.403,7991454.0,2.0,,,,,,,,,,,,,,,,,,, +225,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 17:54:08.000,2023-12-25 22:06:46.000,2023-12-25 22:06:45,560.0,32.0,358,36.0,294.0,27.0,125.0,654,2020-04-17 20:27:24.000,3.9.0,37.0,71.0,30,True,4517.0,3236.0,pysolr,conda-forge/pysolr,,285620.0,https://pypi.org/project/pysolr,2023-10-13 15:38:59.000,1281.0,285353.0,https://anaconda.org/conda-forge/pysolr,2023-06-16 13:19:59.904,21970.0,3.0,,,,,,,,,,,,,,,,,,, +226,scandir,benhoyt/scandir,"Better directory iterator and faster os.walk(), now in the Python 3.5 stdlib.",,file-path-utils,https://github.com/benhoyt/scandir,https://github.com/benhoyt/scandir,BSD-3-Clause,2013-05-13 08:14:57.000,2023-09-23 13:17:22.493,2023-08-29 09:32:19,456.0,,66,23.0,49.0,6.0,90.0,519,2019-03-09 18:00:51.000,1.10.0,16.0,23.0,30,True,17287.0,15099.0,scandir,conda-forge/scandir,,3592627.0,https://pypi.org/project/scandir,2019-03-09 17:58:19.000,2188.0,3556735.0,https://anaconda.org/conda-forge/scandir,2023-09-23 13:17:22.493,1363915.0,3.0,,,,,,,,,,,,,,,,,,, +227,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 22:32:08.000,2023-12-21 19:40:59.000,2023-04-04 13:18:36,954.0,,4527,635.0,753.0,198.0,100.0,23237,2020-10-04 14:44:02.000,0.1.4,5.0,198.0,29,True,115.0,99.0,algorithms,conda-forge/algorithms,,1878.0,https://pypi.org/project/algorithms,2020-10-04 14:44:02.000,16.0,1817.0,https://anaconda.org/conda-forge/algorithms,2023-06-16 19:25:42.098,1966.0,3.0,,,,,,,,,,,,,,,,,,, +228,Records,kennethreitz/records,SQL for Humans.,,db-clients,https://github.com/kennethreitz/records,https://github.com/kennethreitz/records,ISC,2014-12-24 15:20:23.000,2023-06-16 13:22:55.397,2023-03-13 16:40:40,326.0,,576,188.0,90.0,62.0,82.0,7046,2019-02-21 13:37:00.071,0.5.3,12.0,37.0,29,True,1300.0,1119.0,records,conda-forge/records,,289740.0,https://pypi.org/project/records,2021-12-15 16:08:02.827,181.0,289430.0,https://anaconda.org/conda-forge/records,2023-06-16 13:22:55.397,24827.0,3.0,,,,,,,,,,,,,,,,,,, +229,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 05:52:45.000,2023-11-17 17:28:01.000,2023-11-17 17:28:01,2687.0,2.0,847,169.0,741.0,21.0,961.0,5617,2022-07-29 04:10:00.400,0.9.9,21.0,80.0,29,True,446.0,432.0,snorkel,conda-forge/snorkel,1053.0,27809.0,https://pypi.org/project/snorkel,2022-07-29 04:10:00.400,14.0,26913.0,https://anaconda.org/conda-forge/snorkel,2023-06-16 16:15:57.668,46888.0,3.0,,,,,,,,,,,,,,,,,,, +230,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 07:40:41.000,2023-10-25 18:32:01.000,,,,897,,,281.0,,3446,2023-10-25 18:32:01.000,2.3.0,31.0,104.0,29,True,8579.0,8111.0,confluent-kafka,conda-forge/python-confluent-kafka,,10664157.0,https://pypi.org/project/confluent-kafka,2023-10-25 18:32:01.000,468.0,10642955.0,https://anaconda.org/conda-forge/python-confluent-kafka,2023-09-25 04:13:44.657,805681.0,3.0,,,,,,,,,,,,,,,,,,, +231,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 13:37:30.000,2023-12-14 16:21:07.000,2023-12-14 16:21:06,1159.0,3.0,587,175.0,464.0,94.0,476.0,3006,2023-10-09 16:58:32.000,1.82.1,95.0,84.0,29,False,271.0,238.0,arctic,conda-forge/arctic,209.0,4280.0,https://pypi.org/project/arctic,2023-10-09 16:58:32.000,33.0,3720.0,https://anaconda.org/conda-forge/arctic,2023-06-16 16:15:32.390,30711.0,3.0,,,,,,,,,,,,,,,,,,, +232,pyinfra,Fizzadar/pyinfra,pyinfra automates infrastructure using Python. Its fast and scales from one server to thousands. Great for ad-hoc..,,infrastructure,https://github.com/pyinfra-dev/pyinfra,https://github.com/pyinfra-dev/pyinfra,MIT,2014-10-19 19:37:45.000,2023-12-19 20:47:08.000,2023-11-26 21:16:28,3858.0,14.0,316,37.0,337.0,147.0,542.0,2462,2023-10-09 19:54:22.000,2.8,210.0,102.0,29,True,108.0,96.0,pyinfra,,,35517.0,https://pypi.org/project/pyinfra,2023-10-14 20:40:02.000,12.0,35517.0,,,,3.0,,,,,,,,,,,,,pyinfra-dev/pyinfra,,,,,, +233,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 06:55:25.000,2023-06-16 13:23:44.905,2021-01-05 07:16:38,229.0,,130,56.0,73.0,15.0,64.0,2408,2020-11-21 16:21:29.000,2.4.0,31.0,31.0,29,False,8268.0,7864.0,addict,conda-forge/addict,21.0,2741463.0,https://pypi.org/project/addict,2020-11-21 16:21:29.000,404.0,2736676.0,https://anaconda.org/conda-forge/addict,2023-06-16 13:23:44.905,426053.0,3.0,,,,,,,,,,,,,,,,,,, +234,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 02:32:59.000,2023-12-01 22:47:14.000,2023-12-01 22:46:33,2245.0,3.0,154,94.0,1935.0,169.0,1337.0,1768,2023-12-01 22:24:23.000,1.1.0,17.0,37.0,29,True,24.0,,datatable,conda-forge/datatable,2232.0,59395.0,https://pypi.org/project/datatable,2023-12-01 21:51:48.000,24.0,58719.0,https://anaconda.org/conda-forge/datatable,2023-06-16 19:24:06.884,23313.0,3.0,,,,,,,,,,,,,,,,,,, +235,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 03:51:03.000,2023-11-15 02:56:51.594,2023-11-14 16:46:40,1033.0,2.0,315,70.0,401.0,109.0,367.0,1483,2023-11-14 16:59:33.000,0.23.1,15.0,85.0,29,True,245.0,220.0,mleap,conda-forge/mleap,,233649.0,https://pypi.org/project/mleap,2023-11-14 16:56:53.000,25.0,231836.0,https://anaconda.org/conda-forge/mleap,2023-11-15 02:56:51.594,77984.0,3.0,,,,,,,,,,,,,,,,,,, +236,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 11:13:40.000,2023-12-27 13:02:12.486,2023-12-27 10:36:47,828.0,31.0,47,12.0,254.0,10.0,90.0,1331,2023-12-27 10:24:57.000,0.33.1,64.0,7.0,29,True,1590.0,1553.0,python-benedict,conda-forge/python-benedict,,578598.0,https://pypi.org/project/python-benedict,2023-12-27 10:24:57.000,37.0,574634.0,https://anaconda.org/conda-forge/python-benedict,2023-12-27 13:02:12.486,146683.0,3.0,,,,,,,,,,,,,,,,,,, +237,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 17:55:17.000,2023-12-22 10:54:53.000,2023-10-16 00:08:39,536.0,1.0,74,19.0,216.0,34.0,95.0,1292,2023-09-08 12:19:01.000,2.0.1,22.0,36.0,29,True,11187.0,10790.0,questionary,conda-forge/questionary,,1629133.0,https://pypi.org/project/questionary,2023-09-08 12:19:01.000,397.0,1627394.0,https://anaconda.org/conda-forge/questionary,2023-09-10 15:33:11.642,62638.0,3.0,,,,,,,,,,,,,,,,,,, +238,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 20:53:26.000,2023-12-23 19:23:54.000,2023-12-23 12:37:26,1733.0,16.0,78,15.0,426.0,108.0,243.0,1193,2023-12-23 12:43:19.000,1.2.0,248.0,42.0,29,True,322.0,311.0,piccolo,,,13534.0,https://pypi.org/project/piccolo,2023-12-23 12:43:19.000,11.0,13534.0,,,,3.0,,,,,,,,,,,,,,,,,,, +239,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,,323,52.0,211.0,32.0,266.0,1093,2021-05-30 09:23:19.000,2.1.3,19.0,72.0,29,False,2060.0,1841.0,redis-py-cluster,,4071.0,1999898.0,https://pypi.org/project/redis-py-cluster,2021-05-30 09:21:45.000,219.0,1999861.0,,,,3.0,,,,,,,,,,,,,,,,,,, +240,path,jaraco/path,Object-oriented file system path manipulation.,,file-path-utils,https://github.com/jaraco/path,https://github.com/jaraco/path,MIT,2012-04-21 02:59:29.000,2023-12-26 15:16:30.000,2023-12-26 15:16:29,1244.0,26.0,145,39.0,83.0,2.0,131.0,1074,2023-12-04 20:30:00.000,16.9.0,22.0,52.0,29,True,151.0,,path,conda-forge/path,,1461337.0,https://pypi.org/project/path,2023-12-04 20:29:42.000,151.0,1450119.0,https://anaconda.org/conda-forge/path,2023-12-25 23:28:20.660,482379.0,3.0,,,,,,,,,,,,,,,,,,, +241,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,CC0-1.0,2015-04-20 02:46:34.000,2023-11-22 21:42:35.000,2023-11-22 21:42:32,186.0,18.0,130,27.0,44.0,9.0,75.0,917,2023-10-22 11:33:03.000,2.1.0,28.0,21.0,29,False,444.0,,email-validator,conda-forge/email-validator,,8647415.0,https://pypi.org/project/email-validator,2023-10-23 10:06:45.000,444.0,8643984.0,https://anaconda.org/conda-forge/email-validator,2023-10-23 12:02:50.536,140703.0,3.0,,,,,,,,,,,,,,,,,,, +242,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 02:58:47.000,2023-06-20 12:15:21.880,2023-06-20 04:17:34,1006.0,,47,17.0,75.0,1.0,88.0,815,2023-06-20 04:19:05.975,8.4.0,59.0,21.0,29,True,26560.0,25261.0,natsort,conda-forge/natsort,,3925545.0,https://pypi.org/project/natsort,2023-06-20 04:19:05.975,1299.0,3885052.0,https://anaconda.org/conda-forge/natsort,2023-06-20 12:15:21.880,1498245.0,3.0,,,,,,,,,,,,,,,,,,, +243,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 04:02:42.000,2023-12-18 17:58:32.000,2023-12-14 07:08:28,722.0,15.0,46,11.0,88.0,12.0,97.0,486,2020-11-16 12:53:09.000,0.9.4,62.0,23.0,29,True,5104.0,4830.0,python-rapidjson,conda-forge/python-rapidjson,,1954815.0,https://pypi.org/project/python-rapidjson,2023-12-14 07:08:37.000,274.0,1917197.0,https://anaconda.org/conda-forge/python-rapidjson,2023-12-14 09:49:46.354,1429502.0,3.0,,,,,,,,,,,,,,,,,,, +244,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 03:21:56.000,2023-11-03 14:34:53.000,2023-11-03 14:34:52,308.0,1.0,31,10.0,77.0,3.0,26.0,403,2023-09-22 06:17:50.000,2.4.8,41.0,15.0,29,True,38193.0,37896.0,srsly,conda-forge/srsly,,5977857.0,https://pypi.org/project/srsly,2023-09-22 06:16:00.000,297.0,5944884.0,https://anaconda.org/conda-forge/srsly,2023-09-25 15:16:18.183,1384893.0,3.0,,,,,,,,,,,,,,,,,,, +245,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 02:30:17.000,2023-10-11 07:41:13.000,2023-01-18 22:27:43,225.0,,72,18.0,88.0,71.0,96.0,305,2023-01-19 17:59:27.000,5.0.8,18.0,9.0,29,True,35898.0,32487.0,configobj,conda-forge/configobj,375.0,3279672.0,https://pypi.org/project/configobj,2023-01-18 22:36:00.791,3411.0,3268032.0,https://anaconda.org/conda-forge/configobj,2023-06-16 16:09:17.495,756406.0,3.0,,,,,,,,,,,,,,,,,,, +246,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 23:32:06.000,2023-09-22 11:02:04.000,2022-03-13 00:04:41,186.0,,53,9.0,46.0,20.0,21.0,134,2021-12-13 20:28:29.000,0.6.1,16.0,24.0,29,False,57406.0,55107.0,isodate,conda-forge/isodate,,82384906.0,https://pypi.org/project/isodate,2021-12-13 20:28:29.000,2299.0,82334800.0,https://anaconda.org/conda-forge/isodate,2023-06-16 13:15:39.073,4659925.0,3.0,,,,,,,,,,,,,,,,,,, +247,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 11:58:29.000,2023-11-21 14:29:57.000,2023-05-02 20:40:06,191.0,,195,29.0,53.0,82.0,127.0,3345,2023-05-02 20:45:04.130,1.6.5,41.0,25.0,28,True,47.0,,pandarallel,conda-forge/pandarallel,,455566.0,https://pypi.org/project/pandarallel,2023-05-02 20:45:04.130,47.0,453510.0,https://anaconda.org/conda-forge/pandarallel,2023-06-16 19:26:14.698,61695.0,3.0,,,,,,"['pandas', 'jupyter']",,,,,,,,,,,,, +248,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 22:55:20.000,2023-06-16 19:23:51.805,2022-07-17 20:23:59,289.0,,410,95.0,110.0,31.0,127.0,2763,2021-05-08 08:32:08.000,2.1.0,27.0,39.0,28,False,7036.0,6877.0,sklearn-pandas,conda-forge/sklearn-pandas,,206202.0,https://pypi.org/project/sklearn-pandas,2021-05-08 08:14:28.000,159.0,204377.0,https://anaconda.org/conda-forge/sklearn-pandas,2023-06-16 19:23:51.805,67535.0,3.0,,,,,,"['sklearn', 'pandas']",,,,,,,,,,,,, +249,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,,148,50.0,472.0,58.0,262.0,2625,2020-06-08 23:55:55.000,1.0.1,50.0,46.0,28,False,2367.0,2322.0,gino,,,18983.0,https://pypi.org/project/gino,2022-02-12 20:37:35.000,45.0,18983.0,,,,3.0,,,,,,,,,,,,,,,,,,, +250,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 20:21:12.000,2023-10-04 17:30:43.000,2023-10-04 17:30:37,156.0,1.0,117,23.0,111.0,50.0,42.0,1941,2021-11-03 09:30:11.939,0.5.0,12.0,24.0,28,True,7613.0,7519.0,gin-config,conda-forge/gin-config,,177786.0,https://pypi.org/project/gin-config,2021-11-03 09:30:11.939,94.0,177254.0,https://anaconda.org/conda-forge/gin-config,2023-06-16 19:19:13.290,22904.0,3.0,,,,,,,,,,,,,,,,,,, +251,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 07:01:57.000,2023-12-25 17:02:54.000,2023-06-20 15:54:36,2284.0,,174,39.0,372.0,33.0,263.0,1925,2023-06-20 16:24:20.000,4.5,181.0,58.0,28,True,61.0,,pyscaffold,conda-forge/pyscaffold,,187210.0,https://pypi.org/project/pyscaffold,2023-06-20 16:26:01.674,61.0,182235.0,https://anaconda.org/conda-forge/pyscaffold,2023-06-26 09:14:52.945,179109.0,3.0,,,,,,,,,,,,,,,,,,, +252,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 10:09:09.000,2023-09-24 14:42:21.794,2020-10-20 23:43:16,177.0,,134,33.0,80.0,34.0,54.0,1421,2018-01-03 17:03:36.000,1.6.1,10.0,16.0,28,False,10905.0,9395.0,blessings,conda-forge/blessings,,957034.0,https://pypi.org/project/blessings,2018-06-21 14:00:07.000,1510.0,950352.0,https://anaconda.org/conda-forge/blessings,2023-09-24 14:42:21.794,280658.0,3.0,,,,,,,,,,,,,,,,,,, +253,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,Apache-2.0,2011-07-19 14:09:09.000,2023-09-22 23:15:25.865,2022-12-03 13:41:59,312.0,,129,31.0,74.0,29.0,70.0,1093,2022-12-03 13:40:54.000,2.1.0,21.0,40.0,28,True,4529.0,4299.0,sqlitedict,conda-forge/sqlitedict,,486641.0,https://pypi.org/project/sqlitedict,2022-12-03 13:40:11.241,230.0,484160.0,https://anaconda.org/conda-forge/sqlitedict,2023-09-22 23:15:25.865,96774.0,3.0,,,,,,,,,,,,,piskvorky/sqlitedict,,,,,, +254,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 13:59:45.000,2023-12-25 04:54:46.000,2023-12-13 01:11:40,534.0,56.0,81,21.0,234.0,72.0,83.0,914,2023-12-13 12:49:48.000,1.0.0,19.0,16.0,28,True,3159.0,3153.0,odmantic,,,17827.0,https://pypi.org/project/odmantic,2022-06-01 18:15:22.000,6.0,17827.0,,,,3.0,,,,,,,,,,,,,,,,,,, +255,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 21:20:50.000,2023-07-02 17:22:14.661,2023-07-01 09:55:10,181.0,,84,25.0,51.0,7.0,39.0,727,2023-07-01 09:51:02.251,4.0.0,16.0,27.0,28,True,865.0,,munch,conda-forge/munch,,2147570.0,https://pypi.org/project/munch,2023-07-01 09:51:02.251,865.0,1595642.0,https://anaconda.org/conda-forge/munch,2023-07-02 17:22:14.661,3863501.0,3.0,,,,,,,,,,,,,,,,,,, +256,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 06:44:45.000,2023-06-16 13:20:07.222,2021-11-20 18:05:09,427.0,,105,27.0,126.0,66.0,96.0,684,2020-05-31 23:52:03.000,2.6,17.0,55.0,28,False,10763.0,9525.0,parsedatetime,conda-forge/parsedatetime,,6754413.0,https://pypi.org/project/parsedatetime,2020-05-31 23:50:56.000,1238.0,6752329.0,https://anaconda.org/conda-forge/parsedatetime,2023-06-16 13:20:07.222,181392.0,3.0,,,,,,,,,,,,,,,,,,, +257,ConfigArgParse,bw2/ConfigArgParse,A drop-in replacement for argparse that allows options to also be set via config files and/or environment variables.,,cli-helpers,https://github.com/bw2/ConfigArgParse,https://github.com/bw2/ConfigArgParse,MIT,2014-06-25 00:27:02.000,2023-09-03 09:22:12.000,2023-07-23 14:40:17,372.0,,114,16.0,93.0,69.0,127.0,680,2023-07-23 16:18:40.000,1.7,28.0,53.0,28,True,15824.0,14340.0,configargparse,conda-forge/configargparse,,3715016.0,https://pypi.org/project/configargparse,2023-07-23 16:20:03.000,1484.0,3692553.0,https://anaconda.org/conda-forge/configargparse,2023-07-23 18:50:20.218,763745.0,3.0,,,,,,,,,,,,,,,,,,, +258,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 19:51:02.000,2023-10-11 13:20:31.000,2023-10-11 13:20:31,625.0,3.0,134,13.0,94.0,22.0,172.0,477,2022-08-30 07:35:04.550,1.6.3,44.0,54.0,28,True,7256.0,4871.0,pylibmc,conda-forge/pylibmc,455.0,171943.0,https://pypi.org/project/pylibmc,2022-08-30 07:35:04.550,2385.0,166242.0,https://anaconda.org/conda-forge/pylibmc,2023-09-26 12:45:17.548,215589.0,3.0,,,,,,,,,,,,,,,,,,, +259,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,MIT,2018-01-03 15:07:52.000,2023-12-22 18:43:20.000,2023-12-21 22:41:22,7000.0,371.0,32,10.0,270.0,42.0,561.0,381,2023-12-21 06:06:41.000,2.1.1,193.0,22.0,28,True,21.0,19.0,static-frame,conda-forge/static-frame,,9205.0,https://pypi.org/project/static-frame,2023-12-21 06:06:41.000,2.0,1928.0,https://anaconda.org/conda-forge/static-frame,2023-12-21 19:00:41.040,312924.0,3.0,,,,,,,,,,,,,static-frame/static-frame,,,,,, +260,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 05:34:38.000,2023-06-16 13:23:28.967,2021-03-22 13:33:48,657.0,,42,22.0,162.0,,178.0,234,2023-12-02 01:27:27.146,0.3.2,142.0,27.0,28,False,1315.0,1242.0,tabulator,conda-forge/tabulator-py,,162113.0,https://pypi.org/project/tabulator,2021-03-21 07:47:00.000,73.0,161417.0,https://anaconda.org/conda-forge/tabulator-py,2023-06-16 13:23:28.967,54304.0,3.0,,,,,,,,,,,,,,,,,,, +261,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 21:55:21.000,2023-07-12 11:50:40.000,2022-09-06 13:48:27,162.0,,45,29.0,53.0,9.0,35.0,202,2022-01-26 14:38:48.000,4.1.0,18.0,19.0,28,False,12396.0,11994.0,ordered-set,conda-forge/ordered-set,,11918712.0,https://pypi.org/project/ordered-set,2022-01-26 14:38:48.000,402.0,11913870.0,https://anaconda.org/conda-forge/ordered-set,2023-06-16 13:16:17.227,445468.0,3.0,,,,,,,,,,,,,,,,,,, +262,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 20:36:59.000,2023-12-18 14:04:12.000,2022-03-10 10:33:50,585.0,,559,83.0,259.0,125.0,129.0,3675,2022-03-10 10:49:30.000,1.6.5,18.0,40.0,27,False,129.0,,textract,conda-forge/textract,,111161.0,https://pypi.org/project/textract,2022-03-10 10:49:30.000,129.0,110902.0,https://anaconda.org/conda-forge/textract,2023-06-16 13:16:57.664,22550.0,3.0,,,,,,,,,,,,,,,,,,, +263,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 08:38:00.000,2023-12-20 08:52:01.000,2022-07-22 16:41:15,1938.0,,260,142.0,291.0,91.0,360.0,3183,2022-04-12 19:13:11.000,0.8.4,17.0,37.0,27,False,155.0,133.0,flexx,conda-forge/flexx,,1556.0,https://pypi.org/project/flexx,2022-04-12 19:13:11.000,22.0,396.0,https://anaconda.org/conda-forge/flexx,2023-06-16 13:18:01.276,103322.0,3.0,,,,,,,,,,,,,,,,,,, +264,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 21:37:19.000,2023-07-31 21:42:18.659,2023-07-31 18:44:09,493.0,,101,31.0,82.0,16.0,127.0,2394,2023-07-31 18:46:53.000,1.4.0,86.0,17.0,27,True,1246.0,1201.0,swifter,conda-forge/swifter,,416367.0,https://pypi.org/project/swifter,2023-07-31 18:46:53.000,45.0,408981.0,https://anaconda.org/conda-forge/swifter,2023-07-31 21:42:18.659,310235.0,3.0,,,,,,['pandas'],,,,,,,,,,,,, +265,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 04:46:51.000,2023-10-01 20:08:36.105,2023-08-26 14:44:06,51.0,,104,35.0,101.0,19.0,141.0,2297,2023-08-26 14:45:52.000,7.1.1,63.0,1.0,27,True,358.0,,python-box,conda-forge/python-box,39.0,4959185.0,https://pypi.org/project/python-box,2023-08-26 14:45:52.000,358.0,4947047.0,https://anaconda.org/conda-forge/python-box,2023-10-01 20:08:36.105,497665.0,3.0,,,,,,,,,,,,,,,,,,, +266,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 06:22:25.000,2023-12-22 01:23:36.000,2023-12-22 01:23:36,5652.0,25.0,507,107.0,950.0,590.0,958.0,2111,2023-06-08 01:40:26.000,wxPython-4.2.1,14.0,134.0,27,False,76.0,,wx,conda-forge/wxpython,3708.0,19710.0,https://pypi.org/project/wx,2016-08-17 03:22:15.000,76.0,,https://anaconda.org/conda-forge/wxpython,2023-07-14 19:00:49.821,746988.0,3.0,,,,,,,,,,,,,,,,,,, +267,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 06:13:26.000,2023-06-16 13:16:57.052,2016-06-07 04:02:12,95.0,,157,30.0,48.0,51.0,13.0,1897,2022-11-25 09:59:05.174,1.3.4,12.0,15.0,27,False,2288.0,,retrying,conda-forge/retrying,,9959480.0,https://pypi.org/project/retrying,2022-11-25 09:59:05.174,2288.0,9941298.0,https://anaconda.org/conda-forge/retrying,2023-06-16 13:16:57.052,1581838.0,3.0,,,,,,,,,,,,,,,,,,, +268,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 23:39:36.000,2021-12-23 16:42:55.000,2018-12-05 18:23:06,1112.0,,484,98.0,184.0,259.0,506.0,1875,2018-12-05 19:18:21.000,3.1.1,51.0,62.0,27,False,213.0,177.0,mongo-connector,,,6785.0,https://pypi.org/project/mongo-connector,2018-12-05 19:18:21.000,36.0,6785.0,,,,3.0,,,,,,,,,,,,,,,,,,, +269,enaml,nucleic/enaml,Declarative User Interfaces for Python.,,gui-dev,https://github.com/nucleic/enaml,https://github.com/nucleic/enaml,,2013-03-06 21:29:01.000,2023-12-18 11:05:43.000,2023-12-18 11:05:39,2735.0,32.0,134,49.0,304.0,45.0,194.0,1495,2023-11-20 17:38:11.000,0.17.0,28.0,39.0,27,False,307.0,224.0,enaml,conda-forge/enaml,744.0,6338.0,https://pypi.org/project/enaml,2023-11-20 17:25:19.000,83.0,2537.0,https://anaconda.org/conda-forge/enaml,2023-11-20 21:08:49.218,159243.0,3.0,,,,,,,,,,,,,,,,,,, +270,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 10:56:18.000,2023-06-17 19:09:25.000,2023-05-25 11:08:41,797.0,,59,27.0,40.0,86.0,73.0,1365,2023-03-10 12:50:44.009,1.7.3,84.0,20.0,27,True,2332.0,2065.0,strictyaml,conda-forge/strictyaml,,1017366.0,https://pypi.org/project/strictyaml,2023-03-10 12:50:44.009,267.0,1014217.0,https://anaconda.org/conda-forge/strictyaml,2023-06-16 16:11:36.373,214144.0,3.0,,,,,,,,,,,,,,,,,,, +271,pandasql,yhat/pandasql,sqldf for pandas.,,data-containers,https://github.com/yhat/pandasql,https://github.com/yhat/pandasql,MIT,2013-02-18 01:53:56.000,2023-06-16 19:26:22.929,2017-02-01 15:40:30,127.0,,175,49.0,33.0,59.0,25.0,1281,2016-04-20 21:52:36.000,0.7.3,31.0,15.0,27,False,2679.0,2587.0,pandasql,conda-forge/pandasql,,1700174.0,https://pypi.org/project/pandasql,2016-04-20 21:52:36.000,92.0,1685613.0,https://anaconda.org/conda-forge/pandasql,2023-06-16 19:26:22.929,436834.0,3.0,,,,,,['pandas'],,,,,,,,,,,,, +272,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 21:24:52.000,2023-10-12 15:00:22.000,2023-08-15 16:33:33,126.0,,54,22.0,70.0,9.0,37.0,1085,2023-08-14 23:38:46.000,0.20,20.0,16.0,27,True,6459.0,6336.0,immutables,conda-forge/immutables,,699004.0,https://pypi.org/project/immutables,2023-08-14 23:38:52.000,123.0,676741.0,https://anaconda.org/conda-forge/immutables,2023-09-25 13:12:03.475,957334.0,3.0,,,,,,,,,,,,,,,,,,, +273,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 20:44:22.000,2023-12-21 21:57:27.000,2023-10-10 14:12:37,1994.0,1.0,136,42.0,420.0,115.0,251.0,951,2023-05-29 19:24:00.928,0.7.0,30.0,86.0,27,True,1965.0,1836.0,intake,conda-forge/intake,,56952.0,https://pypi.org/project/intake,2023-12-04 21:17:26.000,129.0,48284.0,https://anaconda.org/conda-forge/intake,2023-06-16 16:11:51.896,528773.0,3.0,,,,,,,,,,,,,,,,,,, +274,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 19:55:46.000,2023-09-26 08:23:48.539,2023-01-14 15:17:31,518.0,,119,21.0,62.0,25.0,104.0,854,2023-01-14 17:39:00.612,2.0.0,29.0,29.0,27,True,2522.0,2399.0,pyahocorasick,conda-forge/pyahocorasick,,579179.0,https://pypi.org/project/pyahocorasick,2023-01-14 17:39:00.612,123.0,573749.0,https://anaconda.org/conda-forge/pyahocorasick,2023-09-26 08:23:48.539,206357.0,3.0,,,,,,,,,,,,,,,,,,, +275,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 15:45:28.000,2023-12-28 04:52:41.000,2023-12-28 04:52:40,714.0,24.0,44,22.0,553.0,8.0,33.0,754,2021-12-17 09:06:26.000,1.0.0,18.0,23.0,27,True,116.0,,janus,conda-forge/janus,,623811.0,https://pypi.org/project/janus,2021-12-17 09:00:32.000,116.0,623505.0,https://anaconda.org/conda-forge/janus,2023-06-16 16:15:48.451,16553.0,3.0,,,,,,,,,,,,,,,,,,, +276,HappyBase,python-happybase/happybase,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 20:06:10.000,2023-12-04 07:22:12.000,2023-12-04 07:22:12,287.0,2.0,160,35.0,50.0,31.0,184.0,607,2019-05-14 14:17:26.000,1.2.0,12.0,21.0,27,True,1050.0,817.0,happybase,conda-forge/happybase,,48541.0,https://pypi.org/project/happybase,2019-05-14 14:17:26.000,233.0,46762.0,https://anaconda.org/conda-forge/happybase,2023-06-16 13:16:41.411,160172.0,3.0,,,,,,,,,,,,,,,,,,, +277,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 20:46:27.000,2023-06-16 16:08:32.190,2022-03-22 00:57:51,290.0,,53,12.0,49.0,8.0,116.0,575,,,8.0,12.0,27,False,61517.0,59135.0,dataclasses,conda-forge/dataclasses,,11799117.0,https://pypi.org/project/dataclasses,2020-11-13 14:40:29.000,2382.0,11626992.0,https://anaconda.org/conda-forge/dataclasses,2023-06-16 16:08:32.190,11532427.0,3.0,,,,,,,,,,,,,,,,,,, +278,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 17:48:39.000,2023-07-09 10:54:55.000,2023-05-03 19:47:11,818.0,,135,25.0,106.0,68.0,59.0,514,2023-02-04 16:45:45.929,1.12.1,61.0,89.0,27,True,6387.0,5032.0,beaker,conda-forge/beaker,,269938.0,https://pypi.org/project/beaker,2023-02-04 16:45:45.929,1355.0,269041.0,https://anaconda.org/conda-forge/beaker,2023-06-16 13:22:23.807,72682.0,3.0,,,,,,,,,,,,,,,,,,, +279,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,,91,15.0,26.0,,67.0,480,2018-12-21 10:20:02.000,0.5.1,23.0,25.0,27,True,3918.0,3651.0,pyscreenshot,,,125838.0,https://pypi.org/project/pyscreenshot,2023-03-12 06:35:43.130,267.0,125838.0,,,,3.0,,,,,,,,,,,,,,,,,,, +280,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 23:36:07.000,2023-06-16 13:22:39.764,2022-10-31 21:33:46,128.0,,51,11.0,28.0,7.0,67.0,231,2022-10-31 21:42:18.266,3.4.0,25.0,19.0,27,False,47019.0,39019.0,futures,conda-forge/futures,,9487464.0,https://pypi.org/project/futures,2022-10-31 21:42:18.266,8000.0,9473094.0,https://anaconda.org/conda-forge/futures,2023-06-16 13:22:39.764,1264611.0,3.0,,,,,,,,,,,,,,,,,,, +281,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 16:52:41.000,2023-10-24 15:09:01.000,2023-10-23 17:11:08,148.0,4.0,63,19.0,45.0,20.0,17.0,196,2020-12-28 15:17:57.000,0.7.0,10.0,19.0,27,True,13089.0,,ptyprocess,conda-forge/ptyprocess,,38250697.0,https://pypi.org/project/ptyprocess,2020-12-28 15:15:28.000,13089.0,38077534.0,https://anaconda.org/conda-forge/ptyprocess,2023-06-16 13:16:25.404,15930999.0,3.0,,,,,,,,,,,,,,,,,,, +282,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 14:09:09.000,2023-11-03 14:29:37.000,2023-11-03 14:29:37,127.0,1.0,21,8.0,57.0,4.0,7.0,167,2023-09-25 06:35:10.000,2.0.10,27.0,12.0,27,True,34249.0,34165.0,catalogue,conda-forge/catalogue,,5679368.0,https://pypi.org/project/catalogue,2023-09-25 06:29:23.000,84.0,5649865.0,https://anaconda.org/conda-forge/catalogue,2023-09-25 07:27:17.870,1209637.0,3.0,,,,,,,,,,,,,,,,,,, +283,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 16:22:49.000,2023-06-16 13:24:16.388,2022-03-10 16:40:38,835.0,,55,104.0,266.0,,248.0,163,2021-08-26 11:18:59.000,2.15.0,47.0,32.0,27,False,2498.0,2206.0,cloudant,conda-forge/cloudant,,113331.0,https://pypi.org/project/cloudant,2021-08-26 11:14:04.000,292.0,112068.0,https://anaconda.org/conda-forge/cloudant,2023-06-16 13:24:16.388,109941.0,3.0,,,,,,,,,,,,,,,,,,, +284,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 08:28:33.000,2023-09-29 07:38:26.000,2023-07-06 18:56:38,494.0,,29,7.0,47.0,6.0,36.0,78,2022-02-08 12:42:21.000,2.3.7,15.0,16.0,27,False,62899.0,58567.0,pathlib2,conda-forge/pathlib2,,6745216.0,https://pypi.org/project/pathlib2,2022-02-10 18:01:07.000,4332.0,6674154.0,https://anaconda.org/conda-forge/pathlib2,2023-09-23 10:48:23.469,2629306.0,3.0,,,,,,,,,,,,,,,,,,, +285,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 16:12:53.000,2023-10-26 05:07:20.000,2022-09-22 18:12:11,588.0,,744,148.0,298.0,119.0,175.0,6150,2018-09-16 00:34:48.000,0.7.0,26.0,89.0,26,False,116.0,112.0,powerline-shell,,,1690.0,https://pypi.org/project/powerline-shell,2018-09-16 00:34:48.000,4.0,1690.0,,,,3.0,,,,,,,,,,,,,,,,,,, +286,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 20:20:15.000,2023-12-14 20:45:29.000,2023-10-12 13:30:56,291.0,2.0,272,29.0,140.0,102.0,127.0,2899,2023-08-20 21:30:11.000,1.42.0,84.0,29.0,26,True,99.0,97.0,img2dataset,,1472.0,51848.0,https://pypi.org/project/img2dataset,2023-08-20 21:30:11.000,2.0,51796.0,,,,3.0,,,,,,,,,,,,,,,,,,, +287,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 17:17:51.000,2023-09-27 04:58:22.000,2023-09-27 04:58:22,537.0,,130,49.0,61.0,14.0,123.0,2270,2021-01-12 19:21:07.000,1.4.3,14.0,31.0,26,True,760.0,738.0,pyfunctional,,,224147.0,https://pypi.org/project/pyfunctional,2021-01-12 19:14:48.000,22.0,224147.0,,,,3.0,,,,,,,,,,,,,,,,,,, +288,arq,samuelcolvin/arq,Fast job queuing and RPC in python with asyncio and redis.,,data-pipelines,https://github.com/samuelcolvin/arq,https://github.com/samuelcolvin/arq,MIT,2016-07-21 18:24:42.000,2023-12-08 09:37:49.000,2023-10-30 18:09:26,376.0,1.0,146,32.0,228.0,70.0,142.0,1755,2022-12-02 13:23:00.600,0.25.0,59.0,55.0,26,True,531.0,510.0,arq,conda-forge/arq,,76330.0,https://pypi.org/project/arq,2022-12-02 13:23:00.600,21.0,76038.0,https://anaconda.org/conda-forge/arq,2023-06-16 19:25:38.090,9354.0,3.0,,,,,,,,,,,,,,,,,,, +289,asyncer,tiangolo/asyncer,"Asyncer, async and await, focused on developer experience.",,async,https://github.com/tiangolo/asyncer,https://github.com/tiangolo/asyncer,MIT,2022-01-04 21:14:39.000,2023-12-25 19:19:09.000,2023-12-10 22:27:55,150.0,27.0,43,17.0,100.0,6.0,4.0,1224,2022-11-04 22:11:15.991,0.0.2,2.0,10.0,26,True,3013.0,2996.0,asyncer,conda-forge/asyncer,,87924.0,https://pypi.org/project/asyncer,2022-11-04 22:11:15.991,17.0,87647.0,https://anaconda.org/conda-forge/asyncer,2023-06-18 08:40:32.666,6375.0,3.0,,,,,,,,,,,,,,,,,,, +290,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 14:45:36.000,2023-11-17 10:14:41.000,2022-08-23 07:13:04,536.0,,147,40.0,126.0,28.0,204.0,1159,2022-08-20 11:25:27.669,2.12.0,100.0,19.0,26,False,262.0,228.0,parallel-ssh,,377.0,134149.0,https://pypi.org/project/parallel-ssh,2022-08-20 11:25:27.669,34.0,134146.0,,,,3.0,,,,,,,,,,,,,,,,,,, +291,pysimdjson,TkTech/pysimdjson,Python bindings for the simdjson project.,,serialization,https://github.com/TkTech/pysimdjson,https://github.com/TkTech/pysimdjson,MIT,2019-02-22 03:26:04.000,2023-11-29 20:33:29.000,2023-09-03 01:02:24,284.0,,50,9.0,30.0,14.0,77.0,614,2022-09-19 19:10:00.680,5.0.2,35.0,14.0,26,True,1276.0,1251.0,pysimdjson,conda-forge/pysimdjson,,697548.0,https://pypi.org/project/pysimdjson,2022-09-19 19:10:00.680,25.0,695419.0,https://anaconda.org/conda-forge/pysimdjson,2023-06-16 19:23:05.879,80921.0,3.0,,,,,,,,,,,,,,,,,,, +292,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,Apache-2.0,2016-03-25 21:59:32.000,2023-12-08 09:36:09.000,2023-12-08 09:36:03,9947.0,10.0,43,14.0,10.0,6.0,8.0,488,2021-11-25 22:52:42.000,0.2.0,10.0,99.0,26,True,57.0,,pandas-summary,,,80807.0,https://pypi.org/project/pandas-summary,2021-11-25 22:52:42.000,57.0,80807.0,,,,3.0,,,,,,['pandas'],,,,,,,polyaxon/traceml,,,,,, +293,umongo,Scille/umongo,"sync/async MongoDB ODM, yes.",,db-clients,https://github.com/Scille/umongo,https://github.com/Scille/umongo,MIT,2016-03-09 16:34:42.000,2023-06-16 19:27:25.829,2022-09-21 15:09:58,824.0,,64,17.0,183.0,44.0,157.0,442,2021-12-23 08:52:40.000,3.1.0,53.0,15.0,26,False,17795.0,17779.0,umongo,conda-forge/umongo,,31847.0,https://pypi.org/project/umongo,2021-12-23 08:52:40.000,16.0,31628.0,https://anaconda.org/conda-forge/umongo,2023-06-16 19:27:25.829,5934.0,3.0,,,,,,,,,,,,,,,,,,, +294,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 22:13:14.000,2023-06-16 16:07:35.575,2023-05-03 07:41:22,164.0,,37,9.0,28.0,28.0,31.0,251,2023-04-27 05:31:58.000,1.8.2,18.0,15.0,26,True,2803.0,,send2trash,conda-forge/send2trash,,12792644.0,https://pypi.org/project/send2trash,2023-04-27 05:31:41.626,2803.0,12613716.0,https://anaconda.org/conda-forge/send2trash,2023-06-16 16:07:35.575,12703894.0,3.0,,,,,,,,,,,,,,,,,,, +295,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 10:42:47.000,2023-12-25 09:22:54.000,2023-12-25 08:49:42,3501.0,58.0,34,16.0,81.0,24.0,4.0,246,2022-09-07 10:31:33.181,0.90.10,550.0,74.0,26,True,61.0,36.0,dbnd,,,228211.0,https://pypi.org/project/dbnd,2023-12-25 09:17:27.000,25.0,228211.0,,,,3.0,,,,,,,,,,,,,,,,,,, +296,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 19:20:54.000,2023-12-28 00:12:45.000,2023-12-28 00:12:45,369.0,13.0,32,7.0,136.0,3.0,81.0,145,2023-11-06 17:12:50.000,3.3.0,20.0,7.0,26,True,1095.0,1050.0,everett,conda-forge/everett,,108320.0,https://pypi.org/project/everett,2023-11-06 17:12:50.000,45.0,106894.0,https://anaconda.org/conda-forge/everett,2023-11-06 18:31:38.869,54208.0,3.0,,,,,,,,,,,,,,,,,,, +297,openpyxl,,A Python library to read/write Excel 2010 xlsx/xlsm files.,,others,,https://openpyxl.readthedocs.io,MIT,2015-11-03 00:22:17.154,2023-11-14 16:50:15.522,,,,0,,,298.0,1808.0,68,2023-07-20 15:14:58.235,2.4.3,105.0,,26,False,8453.0,,openpyxl,openpyxl,,63922883.0,https://pypi.org/project/openpyxl,2023-07-20 15:14:58.235,8423.0,63920742.0,https://anaconda.org/anaconda/openpyxl,2023-11-14 16:50:15.522,206579.0,3.0,,,,,,,openpyxl/openpyxl-ci,,https://hub.docker.com/r/openpyxl/openpyxl-ci,2018-09-13 18:04:17.646261,,1224.0,,,30.0,,https://openpyxl.readthedocs.io/en/stable/,https://foss.heptapod.net/api/graphql::openpyxl/openpyxl,https://foss.heptapod.net/openpyxl/openpyxl +298,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,,141,58.0,248.0,95.0,108.0,1567,2019-05-16 13:19:48.000,0.6.4,38.0,37.0,25,False,200.0,167.0,bonobo,,,13480.0,https://pypi.org/project/bonobo,2019-07-20 13:33:19.000,33.0,13480.0,,,,3.0,,,,,,,,,,,,,,,,,http://docs.bonobo-project.org/en/master/,, +299,streamparse,Parsely/streamparse,"Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.",,data-pipelines,https://github.com/Parsely/streamparse,https://github.com/Parsely/streamparse,Apache-2.0,2014-05-02 20:33:50.000,2023-08-23 13:46:45.000,2022-07-18 20:04:25,1071.0,,221,104.0,174.0,71.0,264.0,1485,2022-01-10 21:46:17.000,4.1.2,50.0,44.0,25,False,89.0,62.0,streamparse,,,6761.0,https://pypi.org/project/streamparse,2022-01-10 21:45:00.244,27.0,6761.0,,,,3.0,,,,,,,,,,,,,,,,,,, +300,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,,218,45.0,231.0,104.0,64.0,1257,2016-10-12 10:37:57.000,0.20.0,30.0,88.0,25,False,492.0,303.0,fabtools,,,1348.0,https://pypi.org/project/fabtools,2016-10-12 10:37:57.000,189.0,1348.0,,,,3.0,,,,,,,,,,,,,,,,,,, +301,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 16:53:56.000,2023-03-15 13:43:36.000,2021-04-29 14:20:17,188.0,,145,45.0,53.0,20.0,19.0,1203,2022-11-07 10:52:28.900,5.13.0,106.0,26.0,25,False,355.0,,singer-python,,,1475418.0,https://pypi.org/project/singer-python,2022-11-07 10:52:28.900,355.0,1475418.0,,,,3.0,,,,,,,,,,,,,,,,,,, +302,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 15:27:02.000,2023-06-16 13:23:29.156,2020-09-10 12:12:45,1280.0,,146,61.0,177.0,132.0,122.0,954,2018-04-13 07:44:26.000,1.2.1,23.0,33.0,25,False,508.0,,bcolz,conda-forge/bcolz,,9503.0,https://pypi.org/project/bcolz,2018-04-13 07:44:26.000,508.0,5333.0,https://anaconda.org/conda-forge/bcolz,2023-06-16 13:23:29.156,341954.0,3.0,,,,,,,,,,,,,,,,,,, +303,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 16:14:08.000,2023-12-06 13:15:19.000,2023-12-06 13:15:17,750.0,2.0,80,14.0,133.0,35.0,101.0,915,2023-04-20 05:48:03.905,9.0.1,40.0,22.0,25,True,259.0,,mss,conda-forge/python-mss,,541010.0,https://pypi.org/project/mss,2023-04-20 05:48:03.905,259.0,540153.0,https://anaconda.org/conda-forge/python-mss,2023-06-16 19:20:36.872,36033.0,3.0,,,,,,,,,,,,,,,,,,, +304,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 15:49:25.000,2023-09-26 18:42:07.000,2023-05-24 20:24:04,76.0,,29,11.0,51.0,21.0,35.0,316,2023-05-24 20:27:04.117,0.9.0,12.0,17.0,25,True,391.0,,typing_inspect,conda-forge/typing_inspect,,24565818.0,https://pypi.org/project/typing_inspect,2023-05-24 20:27:04.117,391.0,24535615.0,https://anaconda.org/conda-forge/typing_inspect,2023-06-03 19:24:43.068,1691394.0,3.0,,,,,,,,,,,,,,,,,,, +305,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,2016-02-23 08:51:49.209,2023-06-16 13:15:19.491,2022-03-24 15:54:18,171.0,,14,7.0,27.0,7.0,22.0,36,2021-06-27 06:54:20.000,21.6.0,14.0,16.0,25,False,76261.0,73543.0,contextlib2,conda-forge/contextlib2,,15111325.0,https://pypi.org/project/contextlib2,2021-06-27 06:54:20.000,2718.0,15098722.0,https://anaconda.org/conda-forge/contextlib2,2023-06-16 13:15:19.491,1184747.0,3.0,,,,,,,,,,,,,,,,,,, +306,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,Apache-2.0,2011-07-03 10:01:07.000,2023-11-30 10:55:36.000,2023-11-30 10:55:18,2944.0,10.0,4,3.0,182.0,23.0,760.0,5,2023-10-20 15:18:09.000,2021.2.4,115.0,37.0,25,False,644.0,,py2neo,conda-forge/py2neo,,31508.0,https://pypi.org/project/py2neo,2023-10-20 15:18:09.000,644.0,30697.0,https://anaconda.org/conda-forge/py2neo,2023-06-16 13:20:51.158,63306.0,3.0,,,,,,,,,,,,,neo4j-contrib/py2neo,,,,,, +307,storm,emre/storm,Manage your SSH like a boss.,,infrastructure,https://github.com/emre/storm,https://github.com/emre/storm,MIT,2013-05-20 18:30:39.000,2023-07-04 13:56:26.613,2018-08-07 19:46:34,339.0,,173,86.0,81.0,22.0,82.0,3941,2018-08-24 22:08:05.000,0.7.0,17.0,30.0,24,False,138.0,63.0,storm,,,2672.0,https://pypi.org/project/storm,2023-07-04 13:56:26.613,75.0,2672.0,,,,3.0,,,,,,,,,,,,,,,,,,, +308,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 13:39:33.000,2023-12-27 18:16:56.000,2023-10-02 06:28:26,631.0,7.0,390,46.0,176.0,192.0,109.0,2466,2011-12-30 16:40:09.000,11.12.30,16.0,45.0,24,True,10.0,,camelot,,,4981.0,https://pypi.org/project/camelot,2021-12-15 14:24:33.385,10.0,4981.0,,,,3.0,,,,,,,,,,,,,,,,,,, +309,Pypeline,cgarciae/pypeln,Concurrent data pipelines in Python .,,data-pipelines,https://github.com/cgarciae/pypeln,https://github.com/cgarciae/pypeln,MIT,2018-09-01 13:43:31.000,2023-07-20 16:18:20.000,2023-03-22 14:52:27,240.0,,93,42.0,42.0,24.0,47.0,1494,2022-01-06 15:32:49.000,0.4.9,36.0,13.0,24,True,124.0,113.0,pypeln,conda-forge/pypeln,,160938.0,https://pypi.org/project/pypeln,2022-01-06 15:32:39.000,11.0,160580.0,https://anaconda.org/conda-forge/pypeln,2023-06-16 19:20:56.548,14701.0,3.0,,,,,,,,,,,,,,,,,,, +310,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 02:31:18.000,2023-12-18 14:09:19.000,2023-05-19 04:32:00,6411.0,,227,39.0,1044.0,9.0,209.0,1413,2020-07-19 03:22:09.765,2.2.32,87.0,26.0,24,True,1.0,1.0,optimuspyspark,,,6636.0,https://pypi.org/project/optimuspyspark,2020-07-19 03:22:09.765,,6636.0,,,,3.0,,,,,,['spark'],,,,,,,,,,,,, +311,TaskTiger,closeio/tasktiger,Python task queue using Redis.,,data-pipelines,https://github.com/closeio/tasktiger,https://github.com/closeio/tasktiger,MIT,2015-05-14 00:26:32.000,2023-12-18 10:25:32.000,2023-12-14 12:24:12,327.0,4.0,80,44.0,242.0,46.0,41.0,1323,2023-12-14 12:29:59.000,0.18.2,34.0,30.0,24,True,38.0,28.0,tasktiger,,,3698.0,https://pypi.org/project/tasktiger,2023-12-14 12:26:08.000,10.0,3698.0,,,,3.0,,,,,,,,,,,,,,,,,,, +312,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 20:51:42.000,2023-06-16 16:13:34.708,2021-05-16 16:12:48,56.0,,145,43.0,10.0,2.0,12.0,1075,2021-05-16 16:25:40.000,1.0.1,9.0,9.0,24,False,2321.0,2151.0,pluginbase,conda-forge/pluginbase,,637465.0,https://pypi.org/project/pluginbase,2021-05-16 16:25:40.000,170.0,633189.0,https://anaconda.org/conda-forge/pluginbase,2023-06-16 16:13:34.708,303611.0,3.0,,,,,,,,,,,,,,,,,,, +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 16:10:05.000,2023-12-27 08:33:50.000,2023-11-15 05:38:03,126.0,13.0,34,12.0,65.0,12.0,19.0,743,2023-11-15 04:40:34.000,0.7.1-post0,15.0,16.0,24,True,264.0,233.0,dirty-equals,conda-forge/dirty-equals,,152947.0,https://pypi.org/project/dirty-equals,2023-11-15 05:03:24.000,31.0,151050.0,https://anaconda.org/conda-forge/dirty-equals,2023-11-15 20:33:25.333,39846.0,3.0,,,,,,,,,,,,,,,,,,, +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 21:14:57.000,2023-12-06 23:44:30.000,2023-10-27 23:08:49,1413.0,14.0,46,18.0,137.0,3.0,13.0,700,2023-10-27 23:30:41.000,1.3.4,72.0,4.0,24,True,66.0,,ubelt,conda-forge/ubelt,,19357.0,https://pypi.org/project/ubelt,2023-10-27 23:30:41.000,66.0,16873.0,https://anaconda.org/conda-forge/ubelt,2023-10-28 00:24:21.834,67072.0,3.0,,,,,,,,,,,,,,,,,,, +315,ratelimit,tomasbasham/ratelimit,API Rate Limit Decorator.,,utilities,https://github.com/tomasbasham/ratelimit,https://github.com/tomasbasham/ratelimit,MIT,2015-08-26 10:39:52.000,2023-06-16 19:24:24.060,2019-02-06 21:53:36,36.0,,139,10.0,22.0,29.0,19.0,680,2018-12-17 18:55:49.000,2.2.1,11.0,8.0,24,False,3301.0,3062.0,ratelimit,conda-forge/ratelimit,,5598789.0,https://pypi.org/project/ratelimit,2018-12-17 18:55:49.000,239.0,5598408.0,https://anaconda.org/conda-forge/ratelimit,2023-06-16 19:24:24.060,13365.0,3.0,,,,,,,,,,,,,,,,,,, +316,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,MIT,2016-08-24 13:34:12.000,2023-12-13 20:41:45.000,2023-12-13 20:28:22,258.0,4.0,56,8.0,60.0,17.0,53.0,481,2023-12-13 20:43:21.000,2.2.2,56.0,16.0,24,True,458.0,428.0,cachier,,,31997.0,https://pypi.org/project/cachier,2023-12-13 20:41:45.000,30.0,31997.0,,,,3.0,,,,,,,,,,,,,python-cachier/cachier,,,,,, +317,hickle,telegraphic/hickle,a HDF5-based python pickle replacement.,,serialization,https://github.com/telegraphic/hickle,https://github.com/telegraphic/hickle,MIT,2012-05-28 09:04:16.000,2023-07-20 01:35:48.000,2023-07-20 01:35:48,491.0,,70,22.0,66.0,11.0,99.0,475,2022-08-31 08:00:06.664,5.0.2,39.0,24.0,24,True,745.0,654.0,hickle,conda-forge/hickle,,29535.0,https://pypi.org/project/hickle,2022-08-31 08:00:06.664,91.0,29130.0,https://anaconda.org/conda-forge/hickle,2023-06-16 16:13:03.471,23932.0,3.0,,,,,,,,,,,,,,,,,,, +318,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,,104,45.0,111.0,35.0,55.0,389,2017-02-09 12:37:47.000,0.15.2,26.0,44.0,24,False,415.0,291.0,messytables,,,12855.0,https://pypi.org/project/messytables,2017-02-09 12:37:47.000,124.0,12855.0,,,,3.0,,,,,,,,,,,,,,,,,,, +319,aiomisc,aiokitchen/aiomisc,aiomisc - miscellaneous utils for asyncio.,,async,https://github.com/aiokitchen/aiomisc,https://github.com/aiokitchen/aiomisc,MIT,2018-04-13 14:33:37.000,2023-11-21 17:16:01.000,2023-11-21 17:15:19,945.0,18.0,23,18.0,177.0,10.0,16.0,350,2023-11-21 17:16:01.000,17.3.41,261.0,18.0,24,True,383.0,345.0,aiomisc,,,12131.0,https://pypi.org/project/aiomisc,2023-11-21 17:16:01.000,38.0,12131.0,,,,3.0,,,,,,,,,,,,,,,,,,, +320,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,,136,53.0,60.0,,90.0,310,2018-02-16 12:44:36.000,0.3.4,8.0,10.0,24,False,210.0,188.0,pyhdb,,101.0,370437.0,https://pypi.org/project/pyhdb,2018-02-16 12:37:13.000,22.0,370436.0,,,,3.0,,,,,,,,,,,,,,,,,,, +321,clint,kennethreitz-archive/clint,Python Command-line Application Tools.,,cli-helpers,https://github.com/kennethreitz-archive/clint,https://github.com/kennethreitz-archive/clint,ISC,2010-10-12 02:40:00.000,2023-09-22 13:46:56.000,2017-09-02 04:38:47,372.0,,19,4.0,113.0,50.0,42.0,93,2015-08-25 16:13:43.000,0.5.1,18.0,64.0,24,False,5924.0,4589.0,clint,conda-forge/clint,117.0,100169.0,https://pypi.org/project/clint,2015-08-25 16:11:19.000,1335.0,99552.0,https://anaconda.org/conda-forge/clint,2023-06-16 13:16:28.082,56231.0,3.0,,,,,,,,,,,,,,,,,,, +322,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 18:12:08.000,2023-06-16 13:20:57.203,2022-02-02 21:29:14,74.0,,25,8.0,24.0,4.0,20.0,72,2017-06-08 10:55:15.000,0.2.3,7.0,11.0,24,False,8027.0,,entrypoints,conda-forge/entrypoints,,13472051.0,https://pypi.org/project/entrypoints,2022-02-02 21:30:26.000,8027.0,13277516.0,https://anaconda.org/conda-forge/entrypoints,2023-06-16 13:20:57.203,17897275.0,3.0,,,,,,,,,,,,,,,,,,, +323,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,,657,392.0,276.0,81.0,80.0,10557,2018-07-24 16:42:00.000,0.3.0,9.0,30.0,23,False,22.0,21.0,grumpy-tools,,,30.0,https://pypi.org/project/grumpy-tools,2018-07-24 16:42:00.000,1.0,30.0,,,,2.0,,,,,,,,,,,,,,,,,,, +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,,140,40.0,22.0,20.0,11.0,1555,2021-12-15 15:25:21.835,1.5.4,6.0,14.0,23,False,197.0,173.0,commonregex,,,124998.0,https://pypi.org/project/commonregex,2021-12-15 15:25:21.835,24.0,124998.0,,,,3.0,,,,,,,,,,,,,,,,,,, +325,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 22:30:25.000,2023-12-21 14:11:29.000,2023-12-21 14:11:28,87.0,6.0,28,8.0,53.0,13.0,11.0,284,2023-12-21 12:00:14.000,0.10.0,14.0,14.0,23,True,383.0,328.0,rtoml,,,79781.0,https://pypi.org/project/rtoml,2023-12-21 12:00:14.000,55.0,79781.0,,,,3.0,,,,,,,,,,,,,,,,,,, +326,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 18:10:26.000,2023-08-18 18:56:11.000,2021-09-23 16:12:06,380.0,,57,20.0,14.0,16.0,24.0,263,2021-09-24 05:09:00.400,0.3.7,17.0,10.0,23,False,911.0,824.0,deepdish,conda-forge/deepdish,,10507.0,https://pypi.org/project/deepdish,2021-09-24 05:09:00.400,87.0,9431.0,https://anaconda.org/conda-forge/deepdish,2023-06-16 13:19:04.224,91544.0,3.0,,,,,,,,,,,,,,,,,,, +327,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 19:23:20.000,2023-06-16 19:25:18.270,2022-11-13 18:39:01,1534.0,,48,9.0,140.0,9.0,21.0,261,2022-11-13 18:45:00.900,0.6.2,69.0,10.0,23,False,193.0,185.0,pysparkling,conda-forge/pysparkling,,8655.0,https://pypi.org/project/pysparkling,2022-11-13 18:45:00.900,8.0,8517.0,https://anaconda.org/conda-forge/pysparkling,2023-06-16 19:25:18.270,4578.0,3.0,,,,,,,,,,,,,,,,,,, +328,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 10:27:12.000,2023-08-09 06:01:19.000,2023-06-15 13:15:37,294.0,,40,8.0,39.0,8.0,37.0,151,2023-06-15 13:16:14.267,0.10.0,25.0,20.0,23,True,1021.0,974.0,filedepot,,,12481.0,https://pypi.org/project/filedepot,2023-06-15 13:16:14.267,47.0,12481.0,,,,3.0,,,,,,,,,,,,,,,,,,, +329,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 00:03:24.000,2023-07-14 10:54:50.000,2020-11-28 22:30:53,264.0,,26,7.0,18.0,12.0,25.0,113,2020-10-10 13:13:32.000,0.6.0,30.0,4.0,23,False,2833.0,2637.0,pyexcel-xlsx,conda-forge/pyexcel-xlsx,67.0,121135.0,https://pypi.org/project/pyexcel-xlsx,2020-10-10 13:13:32.000,196.0,120767.0,https://anaconda.org/conda-forge/pyexcel-xlsx,2023-06-16 13:23:09.620,27246.0,3.0,,,,,,,,,,,,,,,,,,, +330,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 15:40:01.000,2023-11-18 00:06:42.000,2019-08-27 15:33:26,32.0,,21,4.0,12.0,7.0,13.0,101,2018-02-09 00:32:14.000,1.1.2,4.0,6.0,23,False,2258.0,2130.0,stopit,conda-forge/stopit,,676361.0,https://pypi.org/project/stopit,2018-02-09 00:32:14.000,128.0,665773.0,https://anaconda.org/conda-forge/stopit,2023-06-16 16:07:54.264,751765.0,3.0,,,,,,,,,,,,,,,,,,, +331,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 12:51:17.000,2022-03-29 22:05:25.000,2022-03-29 22:05:25,133.0,,126,66.0,19.0,23.0,15.0,3496,2019-11-07 15:54:35.000,0.3.0,11.0,10.0,22,False,435.0,401.0,pampy,,,26911.0,https://pypi.org/project/pampy,2019-11-07 15:54:35.000,34.0,26911.0,,,,3.0,,,,,,,,,,,,,,,,,,, +332,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,,165,99.0,31.0,18.0,58.0,3241,,,4.0,19.0,22,False,609.0,579.0,macropy3,,,178.0,https://pypi.org/project/macropy3,2018-05-11 23:17:05.000,30.0,178.0,,,,3.0,,,,,,,,,,,,,,,,,,, +333,borb,jorisschellekens/borb,"borb is a library for reading, creating and manipulating PDF files in python.",,data-loading,https://github.com/jorisschellekens/borb,https://github.com/jorisschellekens/borb,,2020-11-07 14:04:37.000,2023-12-18 15:46:43.157,2023-12-17 20:58:02,84.0,3.0,141,33.0,11.0,10.0,168.0,3208,2023-12-17 21:02:00.000,2.1.20,65.0,1.0,22,False,201.0,201.0,ptext-joris-schellekens,conda-forge/borb,,1662.0,https://pypi.org/project/ptext-joris-schellekens,2021-07-20 11:34:32.000,,,https://anaconda.org/conda-forge/borb,2023-12-18 15:46:43.157,46547.0,3.0,,,,,,,,,,,,,,,,,,, +334,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,,554,268.0,30.0,1.0,60.0,2694,2018-07-27 04:11:36.000,0.5.0,19.0,35.0,22,False,6.0,5.0,dpark,,,27.0,https://pypi.org/project/dpark,2018-07-27 04:11:36.000,1.0,27.0,,,,3.0,,,,,,['spark'],,,,,,,,,,,,, +335,pyston,pyston/pyston,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 22:38:24.000,2023-02-28 17:09:53.000,2023-02-28 17:09:53,107476.0,,89,38.0,214.0,46.0,56.0,2471,2022-09-26 19:13:22.000,pyston_2.3.5,7.0,1037.0,22,True,,,,,22375.0,721.0,,,,,,,,3.0,,,,,,,,,,,,,,,,,,, +336,bashplotlib,glamp/bashplotlib,plotting in the terminal.,,cli-helpers,https://github.com/glamp/bashplotlib,https://github.com/glamp/bashplotlib,MIT,2012-12-13 04:01:10.000,2022-04-29 19:18:16.000,2021-03-31 19:40:59,210.0,,83,45.0,34.0,18.0,11.0,1797,2016-02-06 21:56:46.000,0.6.5,27.0,20.0,22,False,206.0,175.0,bashplotlib,,,2915.0,https://pypi.org/project/bashplotlib,2016-02-06 21:56:46.000,31.0,2915.0,,,,3.0,,,,,,,,,,,,,,,,,,, +337,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 23:46:50.000,2023-06-16 19:27:30.161,2021-03-23 16:42:22,285.0,,95,33.0,24.0,27.0,10.0,1341,2021-12-15 14:38:46.326,0.10.1,14.0,11.0,22,False,184.0,163.0,pinject,conda-forge/pinject,,55113.0,https://pypi.org/project/pinject,2021-12-15 14:38:46.326,21.0,54935.0,https://anaconda.org/conda-forge/pinject,2023-06-16 19:27:30.161,4829.0,3.0,,,,,,,,,,,,,,,,,,, +338,unsync,alex-sherman/unsync,Unsynchronize asyncio.,,async,https://github.com/alex-sherman/unsync,https://github.com/alex-sherman/unsync,MIT,2018-02-06 02:16:16.000,2023-06-16 19:20:12.238,2022-02-06 23:08:33,62.0,,51,21.0,20.0,3.0,27.0,858,2021-10-21 00:46:56.000,1.4.0,9.0,11.0,22,False,232.0,213.0,unsync,conda-forge/unsync,,29767.0,https://pypi.org/project/unsync,2021-10-21 00:46:56.000,19.0,29480.0,https://anaconda.org/conda-forge/unsync,2023-06-16 19:20:12.238,12060.0,3.0,,,,,,,,,,,,,,,,,,, +339,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 05:43:11.000,2023-06-06 14:28:02.000,2023-06-06 14:27:51,954.0,,135,63.0,76.0,167.0,149.0,852,2021-12-15 14:50:33.964,0.0.0,10.0,31.0,22,True,193.0,164.0,rows,,38.0,588.0,https://pypi.org/project/rows,2021-12-15 14:50:33.964,29.0,588.0,,,,3.0,,,,,,,,,,,,,,,,,,, +340,pickleDB,patx/pickledb,pickleDB is an open source key-value store using Pythons json module.,,data-containers,https://github.com/patx/pickledb,https://github.com/patx/pickledb,BSD-3-Clause,2011-10-28 00:04:40.000,2023-05-14 06:17:52.000,2023-04-19 03:40:46,109.0,,123,13.0,32.0,31.0,42.0,839,2019-01-14 18:48:25.000,0.9.2,20.0,15.0,22,True,1443.0,1343.0,pickledb,,,12921.0,https://pypi.org/project/pickledb,2019-01-14 18:48:25.000,100.0,12921.0,,,,3.0,,,,,,,,,,,,,,,,,,, +341,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 11:26:15.000,2023-12-19 22:25:16.000,2023-09-22 03:08:36,714.0,,26,15.0,183.0,16.0,122.0,556,2023-09-22 03:14:38.000,5.9.1,85.0,10.0,22,True,117.0,108.0,pypyr,conda-forge/pypyr,,3042.0,https://pypi.org/project/pypyr,2023-09-22 03:14:38.000,9.0,2470.0,https://anaconda.org/conda-forge/pypyr,2023-09-22 05:04:53.900,13158.0,3.0,,,,,,,,,,,,,,,,,,, +342,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,,39,15.0,12.0,6.0,11.0,516,2009-03-29 15:28:56.000,0.2.1,3.0,6.0,22,False,11405.0,9358.0,unipath,,,47433.0,https://pypi.org/project/unipath,2015-02-11 04:36:12.000,2047.0,47433.0,,,,3.0,,,,,,,,,,,,,,,,,,, +343,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 14:22:53.000,2023-12-28 12:16:16.000,2023-11-21 14:29:39,5451.0,14.0,44,15.0,624.0,33.0,80.0,194,2023-08-01 10:51:02.000,0.8.7,20.0,35.0,22,True,7.0,7.0,batchflow,,,209.0,https://pypi.org/project/batchflow,2023-08-01 10:51:02.000,,209.0,,,,3.0,,,,,,,,,,,,,,,,,,, +344,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 12:53:23.000,2023-12-27 23:54:29.000,2023-12-27 23:53:32,125.0,1.0,19,6.0,64.0,11.0,24.0,156,2023-12-27 23:54:29.000,23.12.0,27.0,12.0,22,True,198.0,186.0,aioprometheus,,,141334.0,https://pypi.org/project/aioprometheus,2023-12-27 23:54:29.000,12.0,141334.0,,,,3.0,,,,,,,,,,,,,,,,,,, +345,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 15:35:29.000,2023-12-25 17:36:55.000,2023-06-01 18:46:39,628.0,,16,8.0,32.0,15.0,15.0,142,2023-05-30 20:50:42.000,0.9.0,6.0,47.0,22,True,292.0,255.0,docopt-ng,,,94101.0,https://pypi.org/project/docopt-ng,2023-05-30 20:48:00.631,37.0,94101.0,,,,3.0,,,,,,,,,,,,,,,,,,, +346,Click Extra,kdeldycke/click-extra,Extra colorization and configuration loading for Click.,,cli-helpers,https://github.com/kdeldycke/click-extra,https://github.com/kdeldycke/click-extra,GPL-2.0,2021-10-18 08:02:27.000,2023-12-28 12:22:45.000,2023-12-14 14:20:51,1764.0,47.0,5,3.0,776.0,18.0,35.0,51,2023-11-08 10:45:02.000,4.7.2,67.0,7.0,22,False,68.0,60.0,click-extra,,245.0,2648.0,https://pypi.org/project/click-extra,2023-11-08 10:44:44.000,8.0,2639.0,,,,3.0,,,,,,,,,,,,,,,,,,, +347,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,,112,50.0,49.0,32.0,22.0,1222,2017-03-31 14:41:57.000,0.5.3,35.0,24.0,21,False,28.0,,db.py,,,586.0,https://pypi.org/project/db.py,2017-03-31 14:41:57.000,28.0,586.0,,,,3.0,,,,,,,,,,,,,,,,,,, +348,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 02:58:27.000,2023-06-16 13:15:53.669,2017-01-20 20:45:25,96.0,,43,12.0,20.0,18.0,11.0,477,2015-06-05 06:31:13.000,1.6.5,26.0,11.0,21,False,4533.0,3345.0,awesome-slugify,conda-forge/awesome-slugify,,49693.0,https://pypi.org/project/awesome-slugify,2015-06-05 06:31:13.000,1188.0,48941.0,https://anaconda.org/conda-forge/awesome-slugify,2023-06-16 13:15:53.669,69264.0,3.0,,,,,,,,,,,,,,,,,,, +349,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 16:24:59.000,2023-06-16 19:18:01.986,2020-10-16 22:20:10,123.0,,63,47.0,71.0,4.0,,352,2020-04-30 18:54:55.036,0.4.3,8.0,18.0,21,False,705.0,622.0,pymodm,conda-forge/pymodm,,12191.0,https://pypi.org/project/pymodm,2020-04-30 18:54:55.036,83.0,12079.0,https://anaconda.org/conda-forge/pymodm,2023-06-16 19:18:01.986,5186.0,3.0,,,,,,,,,,,,,,,,,,, +350,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 18:27:30.000,2023-10-17 16:38:29.000,2023-10-17 16:38:29,107.0,1.0,48,15.0,34.0,25.0,11.0,286,2020-11-25 09:35:49.000,0.3.4,12.0,14.0,21,True,415.0,400.0,price-parser,,,61817.0,https://pypi.org/project/price-parser,2020-11-25 09:35:49.000,15.0,61817.0,,,,3.0,,,,,,,,,,,,,,,,,,, +351,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,,15,13.0,5.0,14.0,43.0,284,2021-01-04 03:43:58.000,0.11.1,17.0,7.0,21,False,166.0,160.0,datatest,,,14807.0,https://pypi.org/project/datatest,2021-01-04 03:39:40.000,6.0,14807.0,,,,3.0,,,,,,,,,,,,,,,,,,, +352,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 05:47:04.000,2023-12-23 16:59:37.000,2023-12-23 16:55:35,407.0,31.0,12,10.0,41.0,3.0,22.0,207,2023-12-13 20:40:33.000,1.2.2,24.0,7.0,21,True,6.0,,validr,,,10407.0,https://pypi.org/project/validr,2023-12-13 20:40:33.000,6.0,10407.0,,,,3.0,,,,,,,,,,,,,,,,,,, +353,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,,16,7.0,9.0,16.0,5.0,203,2021-02-17 21:00:28.000,0.1.13,15.0,3.0,21,False,889.0,885.0,gsheetsdb,,,61833.0,https://pypi.org/project/gsheetsdb,2022-01-05 03:28:15.000,4.0,61833.0,,,,3.0,,,,,,,,,,,,,,,,,,, +354,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 18:07:11.000,2023-06-16 19:24:08.971,2023-01-09 14:46:17,155.0,,12,5.0,11.0,2.0,7.0,127,2023-01-09 22:37:52.868,2.2.0,9.0,3.0,21,True,2102.0,2042.0,coolname,conda-forge/coolname,,390915.0,https://pypi.org/project/coolname,2023-01-09 22:37:52.868,60.0,388688.0,https://anaconda.org/conda-forge/coolname,2023-06-16 19:24:08.971,80207.0,3.0,,,,,,,,,,,,,,,,,,, +355,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 22:09:31.000,2022-07-02 08:28:47.000,2020-02-09 19:26:00,103.0,,142,68.0,4.0,1.0,40.0,2116,2016-09-11 02:13:18.000,1.2,3.0,4.0,20,False,51.0,42.0,pypattyrn,,,1502.0,https://pypi.org/project/pypattyrn,2016-09-11 02:18:42.000,9.0,1502.0,,,,3.0,,,,,,,,,,,,,,,,,,, +356,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 11:34:49.000,2023-07-15 11:04:03.000,2023-07-15 11:04:02,238.0,,215,40.0,56.0,82.0,39.0,1400,2020-07-17 16:16:44.000,0.4.3,9.0,13.0,20,True,,,excalibur-py,,11361.0,1103.0,https://pypi.org/project/excalibur-py,2020-03-21 11:40:49.000,,920.0,,,,3.0,,,,,,,,,,,,,,,,,,, +357,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,,121,61.0,77.0,64.0,120.0,879,2018-08-31 16:03:04.000,0.9.10,70.0,40.0,20,False,43.0,31.0,mrq,,,36.0,https://pypi.org/project/mrq,2018-08-31 16:03:04.000,12.0,36.0,,,,3.0,,,,,,,,,,,,,,,,,,, +358,pdpipe,pdpipe/pdpipe,Easy pipelines for pandas DataFrames.,,data-pipelines,https://github.com/pdpipe/pdpipe,https://github.com/pdpipe/pdpipe,MIT,2017-01-24 20:37:22.000,2023-06-16 19:23:35.358,2022-12-24 17:10:19,440.0,,44,17.0,48.0,15.0,38.0,714,2022-09-20 06:06:25.216,0.3.2,86.0,11.0,20,True,64.0,58.0,pdpipe,conda-forge/pdpipe,,2224.0,https://pypi.org/project/pdpipe,2022-07-04 17:58:17.000,6.0,1449.0,https://anaconda.org/conda-forge/pdpipe,2023-06-16 19:23:35.358,28677.0,3.0,,,,,,['pandas'],,,,,,,,,,,,, +359,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 16:55:38.000,2023-12-10 20:59:05.000,2022-05-27 16:50:28,284.0,,20,10.0,32.0,22.0,21.0,650,2022-03-13 23:32:45.000,0.2.4,25.0,12.0,20,False,69.0,66.0,pugsql,,,4171.0,https://pypi.org/project/pugsql,2022-03-13 23:32:45.000,3.0,4171.0,,,,3.0,,,,,,,,,,,,,,,,,,, +360,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 12:33:39.000,2023-06-16 13:17:05.198,2023-01-05 10:28:14,91.0,,23,49.0,14.0,7.0,11.0,265,2015-12-20 08:56:50.000,0.4.2,8.0,9.0,20,True,86.0,69.0,valideer,conda-forge/valideer,,9382.0,https://pypi.org/project/valideer,2015-12-20 08:56:50.000,17.0,9152.0,https://anaconda.org/conda-forge/valideer,2023-06-16 13:17:05.198,21173.0,3.0,,,,,,,,,,,,,,,,,,, +361,Upgini,upgini/upgini,Data search & enrichment library for Machine Learning Easily find and add relevant features to your ML pipeline from..,,data-loading,https://github.com/upgini/upgini,https://github.com/upgini/upgini,BSD-3-Clause,2021-12-08 21:53:58.000,2023-12-27 13:32:51.000,2023-12-25 21:50:38,662.0,41.0,21,4.0,43.0,4.0,,259,2023-12-25 21:50:59.000,1.1.233,539.0,11.0,20,True,5.0,5.0,upgini,,,5731.0,https://pypi.org/project/upgini,2023-12-25 21:50:59.000,,5731.0,,,,3.0,,,,,,,,,,,,,,,,,,, +362,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,,460,157.0,142.0,78.0,27.0,1981,2020-01-08 19:50:31.000,1.6.0,9.0,17.0,19,False,39.0,39.0,,,,,,,,,,,,3.0,,,,,,['spark'],,,,,,,,,,,,, +363,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 04:15:53.000,2023-12-19 10:52:04.000,2023-12-19 10:42:29,2941.0,163.0,134,28.0,219.0,44.0,349.0,1301,,,,48.0,19,True,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,, +364,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 17:22:24.000,2023-12-23 17:40:37.000,2023-12-23 17:40:33,565.0,217.0,25,4.0,80.0,6.0,14.0,512,2023-12-20 17:07:12.000,1.5.0,53.0,7.0,19,True,2.0,,pipeless-ai,,320.0,258.0,https://pypi.org/project/pipeless-ai,2023-11-02 12:42:21.000,2.0,178.0,,,,1.0,,,,,,,,,,,,,,,,,,, +365,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,,34,10.0,25.0,6.0,14.0,259,2021-11-16 15:05:08.000,2.1.1,30.0,12.0,19,False,156.0,129.0,queries,,,2919.0,https://pypi.org/project/queries,2021-11-16 15:05:08.000,27.0,2919.0,,,,3.0,,,,,,,,,,,,,,,,,,, +366,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 01:24:36.000,2023-07-25 21:39:10.000,2023-04-26 16:56:57,532.0,,9,6.0,109.0,17.0,83.0,180,2023-04-26 17:06:00.831,2.8.1,115.0,9.0,19,True,84.0,80.0,typical,conda-forge/typical,,2691.0,https://pypi.org/project/typical,2019-07-20 00:03:59.000,4.0,1569.0,https://anaconda.org/conda-forge/typical,2023-06-16 19:25:53.591,34796.0,3.0,,,,,,,,,,,,,,,,,,, +367,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 14:42:14,172.0,8.0,105,56.0,74.0,26.0,16.0,2033,2023-12-06 18:22:59.000,3.5.0,11.0,17.0,18,True,1.0,,mara-pipelines,,,137.0,https://pypi.org/project/mara-pipelines,2023-12-06 18:12:20.000,1.0,137.0,,,,3.0,,,,,,,,,,,,,,,,,,, +368,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,,76,52.0,23.0,22.0,8.0,1607,2021-12-28 23:04:04.000,0.67.0,59.0,18.0,18,False,1.0,,riko,,,398.0,https://pypi.org/project/riko,2021-12-28 23:04:04.000,1.0,398.0,,,,3.0,,,,,,,,,,,,,,,,,,, +369,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 10:39:00.000,2023-10-18 22:00:02.000,2023-07-10 16:25:40,265.0,,57,36.0,46.0,14.0,58.0,1104,2022-05-12 11:29:27.000,1.0,6.0,30.0,18,True,5.0,5.0,colout,,,134.0,https://pypi.org/project/colout,2020-06-21 20:05:59.000,,134.0,,,,3.0,,,,,,,,,,,,,,,,,,, +370,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 14:36:10.000,2023-11-30 11:40:59.000,2021-08-11 18:33:11,106029.0,,60,39.0,40.0,11.0,256.0,964,,,,1000.0,18,False,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,, +371,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,MIT,2017-07-18 07:24:15.000,2022-11-20 08:18:00.871,2022-11-20 08:15:57,169.0,,49,23.0,28.0,15.0,10.0,941,2022-11-20 08:19:03.000,1.2.0,8.0,9.0,18,False,41.0,33.0,bounter,,,628.0,https://pypi.org/project/bounter,2022-11-20 08:18:00.871,8.0,628.0,,,,3.0,,,,,,,,,,,,,piskvorky/bounter,,,,,, +372,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 16:44:22.000,2023-06-16 16:09:03.368,2023-02-22 15:16:59,522.0,,33,18.0,147.0,34.0,74.0,228,2021-01-17 20:11:01.000,0.7.2,16.0,24.0,18,True,6.0,5.0,fletcher,conda-forge/fletcher,19.0,1085.0,https://pypi.org/project/fletcher,2021-01-17 20:11:01.000,1.0,81.0,https://anaconda.org/conda-forge/fletcher,2023-06-16 16:09:03.368,65282.0,3.0,,,,,,['pandas'],,,,,,,,,,,,, +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,,275,87.0,15.0,26.0,5.0,1355,2012-07-24 09:27:02.000,0.1.0,1.0,9.0,17,False,15.0,10.0,wssh,,,43.0,https://pypi.org/project/wssh,2012-07-24 09:27:02.000,5.0,43.0,,,,3.0,,,,,,,,,,,,,,,,,,, +374,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 01:51:22.000,2023-07-20 18:28:08.000,2023-07-20 18:28:08,272.0,,75,23.0,19.0,11.0,13.0,949,2023-02-03 19:11:04.115,0.2.4,23.0,13.0,17,True,27.0,27.0,d6tflow,,,67.0,https://pypi.org/project/d6tflow,2019-01-22 01:45:28.000,,67.0,,,,3.0,,,,,,,,,,,,,,,,,,, +375,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 06:38:21.000,2023-12-27 11:39:54.000,2021-11-18 16:33:36,85.0,,66,19.0,28.0,42.0,30.0,840,2021-11-18 16:35:33.000,1.3,16.0,7.0,17,False,5.0,,csvs-to-sqlite,,,1177.0,https://pypi.org/project/csvs-to-sqlite,2021-11-18 16:36:40.000,5.0,1177.0,,,,3.0,,,,,,,,,,,,,,,,,,, +376,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 08:15:36.000,2023-12-22 22:23:24.000,2023-12-15 20:42:50,121.0,4.0,8,14.0,163.0,9.0,9.0,269,2023-12-18 09:51:00.000,0.19.6,105.0,15.0,17,True,3.0,2.0,squirrel-core,squirrel-core,,1632.0,https://pypi.org/project/squirrel-core,2023-12-18 09:51:00.000,,1632.0,https://anaconda.org/anaconda/squirrel-core,2022-11-18 08:24:02.000,,3.0,,,,,,,,,,,,,,,1.0,,,, +377,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 16:46:04.000,2023-04-25 16:26:05.000,2023-04-25 16:26:01,206.0,,14,8.0,18.0,1.0,12.0,179,2022-10-21 16:09:00.872,1.2.0,38.0,6.0,17,True,,,flupy,,,165263.0,https://pypi.org/project/flupy,2022-10-21 16:09:00.872,,165263.0,,,,3.0,,,,,,,,,,,,,,,,,,, +378,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,,23,19.0,9.0,7.0,6.0,626,2018-09-18 21:25:30.000,1.0.19,19.0,6.0,16,False,11.0,9.0,lazydata,,,35.0,https://pypi.org/project/lazydata,2018-09-18 21:25:30.000,2.0,35.0,,,,3.0,,,,,,,,,,,,,,,,,,, +379,kale,kubeflow-kale/kale,Kubeflows superfood for Data Scientists.,,data-pipelines,https://github.com/kubeflow-kale/kale,https://github.com/kubeflow-kale/kale,Apache-2.0,2019-01-24 17:58:44.000,2023-01-06 03:22:37.000,2021-10-20 12:44:09,644.0,,124,16.0,278.0,127.0,78.0,612,2021-05-19 12:56:53.000,0.7.0,15.0,10.0,16,False,,,kubeflow-kale,,,520.0,https://pypi.org/project/kubeflow-kale,2021-05-19 12:56:53.000,,520.0,,,,3.0,,,,,,['jupyter'],,,,,,,,,,,,, +380,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 03:13:31.000,2020-12-31 09:03:22.000,2019-05-23 14:40:50,192.0,,101,54.0,28.0,3.0,2.0,1193,2018-09-14 14:38:32.000,0.2.0,5.0,11.0,15,False,2.0,2.0,botflow,,,31.0,https://pypi.org/project/botflow,2018-09-14 14:38:32.000,,31.0,,,,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,,22,11.0,120.0,21.0,57.0,431,2022-07-04 09:43:53.000,3.0.12,62.0,4.0,15,False,,,bodywork,,,252.0,https://pypi.org/project/bodywork,2022-07-04 09:43:53.000,,252.0,,,,3.0,,,,,,,,,,,,,,,,,,, +382,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,MulanPSL-2.0,2022-06-09 16:16:22.000,2023-12-21 15:05:13.000,2023-12-21 15:05:13,940.0,144.0,21,2.0,797.0,8.0,18.0,246,2023-11-30 10:36:03.000,0.1.52,35.0,14.0,15,False,,,the-guide,,,13.0,https://pypi.org/project/the-guide,2023-08-11 19:02:53.000,,13.0,,,,3.0,,,,,,,,,,,,,,,,,,, +383,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,,12,3.0,5.0,3.0,,82,2018-01-15 02:19:08.000,0.1.1,1.0,1.0,15,False,673.0,664.0,millify,,,30586.0,https://pypi.org/project/millify,2018-01-15 02:19:08.000,9.0,30586.0,,,,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,,24,13.0,3.0,6.0,1.0,717,2018-11-22 02:36:46.000,0.0.78,57.0,2.0,14,False,13.0,10.0,supersqlite,,,103.0,https://pypi.org/project/supersqlite,2018-11-22 02:36:46.000,3.0,103.0,,,,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 05:07:58.000,2022-05-14 19:19:05.000,2022-03-26 19:33:44,213.0,,9,2.0,19.0,13.0,12.0,97,2022-02-15 06:59:08.000,1.9.2,28.0,7.0,14,False,39.0,34.0,cleverdict,,,493.0,https://pypi.org/project/cleverdict,2022-02-15 06:59:08.000,5.0,493.0,,,,3.0,,,,,,,,,,,,,,,,,,, +386,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,,63,21.0,2.0,2.0,1.0,543,2020-11-12 16:12:54.000,zen,22.0,3.0,13,False,6.0,6.0,pandapy,,,100.0,https://pypi.org/project/pandapy,2020-01-25 23:10:32.000,,100.0,,,,3.0,,,,,,['pandas'],,,,,,,,,,,,, +387,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,,19,6.0,77.0,18.0,40.0,107,2022-11-22 19:10:35.164,0.11.0,13.0,7.0,13,False,,,datajob,,,39.0,https://pypi.org/project/datajob,2022-11-22 19:10:35.164,,39.0,,,,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,,11,9.0,68.0,6.0,15.0,266,2022-07-05 16:55:25.000,1.6.4,33.0,10.0,12,False,,,rasgoql,,,122.0,https://pypi.org/project/rasgoql,2022-07-05 16:55:25.000,,122.0,,,,3.0,,,,,,,,,,,,,,,,,,, +389,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 18:00:17.000,2023-10-26 21:21:34.000,2023-10-26 21:21:34,1491.0,1.0,35,29.0,10.0,3.0,16.0,363,,,,12.0,11,False,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,, +390,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,,29,19.0,5.0,1.0,3.0,778,,,,3.0,7,False,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,, diff --git a/latest-changes.md b/latest-changes.md index e42dd88..17bb9dd 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._ -- paramiko (πŸ₯ˆ42 Β· ⭐ 8.6K Β· πŸ“ˆ) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 -- polars (πŸ₯‡41 Β· ⭐ 22K Β· πŸ“ˆ) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT -- pendulum (πŸ₯ˆ36 Β· ⭐ 5.9K Β· πŸ“ˆ) - Python datetimes made easy. MIT -- rtoml (πŸ₯‰23 Β· ⭐ 270 Β· πŸ“ˆ) - A fast TOML library for python implemented in rust. MIT -- borb (πŸ₯‰22 Β· ⭐ 3.2K Β· πŸ“ˆ) - borb is a library for reading, creating and manipulating PDF.. ❗Unlicensed +- docker (πŸ₯ˆ43 Β· ⭐ 6.5K Β· πŸ“ˆ) - A Python library for the Docker Engine API. Apache-2 +- rq (πŸ₯ˆ39 Β· ⭐ 9.3K Β· πŸ“ˆ) - Simple job queues for Python. BSD-3 +- dill (πŸ₯ˆ36 Β· ⭐ 2.1K Β· πŸ“ˆ) - serialize all of Python. BSD-3 +- zarr (πŸ₯ˆ35 Β· ⭐ 1.3K Β· πŸ“ˆ) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT +- multidict (πŸ₯ˆ33 Β· ⭐ 360 Β· πŸ“ˆ) - The multidict implementation. Apache-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._ -- ansible (πŸ₯‡47 Β· ⭐ 60K Β· πŸ“‰) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0 -- Beam (πŸ₯‡41 Β· ⭐ 7.3K Β· πŸ“‰) - Unified programming model to define and execute data processing.. Apache-2 -- elasticsearch (πŸ₯‡40 Β· ⭐ 4.1K Β· πŸ“‰) - Official Python client for Elasticsearch. Apache-2 -- confluent-kafka-python (πŸ₯‰29 Β· ⭐ 3.4K Β· πŸ“‰) - Confluents Kafka Python Client. Apache-2 -- Intake (πŸ₯‰27 Β· ⭐ 950 Β· πŸ“‰) - Intake is a lightweight package for finding, investigating, loading.. BSD-2 +- pydantic (πŸ₯‡44 Β· ⭐ 17K Β· πŸ“‰) - Data validation using Python type hints. MIT +- Dagster (πŸ₯‡41 Β· ⭐ 9.2K Β· πŸ“‰) - An orchestration platform for the development, production, and.. Apache-2 +- polars (πŸ₯ˆ40 Β· ⭐ 23K Β· πŸ“‰) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT +- cookiecutter (πŸ₯‡40 Β· ⭐ 21K Β· πŸ“‰) - A cross-platform command-line utility that creates projects.. BSD-3 +- pexpect (πŸ₯‡38 Β· ⭐ 2.5K Β· πŸ“‰) - A Python module for controlling interactive programs in a pseudo-.. ISC