From e505c325a6ac789e05034027aa2c7dfd3d672b03 Mon Sep 17 00:00:00 2001 From: LukasMasuch Date: Thu, 2 May 2024 14:12:38 +0000 Subject: [PATCH] Update best-of list for version 2024.05.02 --- README.md | 1688 +++++++++++++++---------------- history/2024-05-02_changes.md | 20 + history/2024-05-02_projects.csv | 392 +++++++ latest-changes.md | 20 +- 4 files changed, 1253 insertions(+), 867 deletions(-) create mode 100644 history/2024-05-02_changes.md create mode 100644 history/2024-05-02_projects.csv diff --git a/README.md b/README.md index 88a7cfa..ca29df9 100644 --- a/README.md +++ b/README.md @@ -86,27 +86,27 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
protobuf (πŸ₯‡53 Β· ⭐ 64K) - Protocol Buffers - Googles data interchange format. BSD-3 -- [GitHub](https://github.com/protocolbuffers/protobuf) (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 15K Β· πŸ“₯ 43M Β· πŸ“¦ 630K Β· πŸ“‹ 6.2K - 8% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/protocolbuffers/protobuf) (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 15K Β· πŸ“₯ 44M Β· πŸ“¦ 630K Β· πŸ“‹ 6.2K - 8% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/protocolbuffers/protobuf ``` -- [PyPi](https://pypi.org/project/protobuf) (πŸ“₯ 180M / month Β· πŸ“¦ 17K Β· ⏱️ 18.04.2024): +- [PyPi](https://pypi.org/project/protobuf) (πŸ“₯ 190M / month Β· πŸ“¦ 6.7K Β· ⏱️ 18.04.2024): ``` pip install protobuf ``` -- [Conda](https://anaconda.org/conda-forge/protobuf) (πŸ“₯ 17M Β· ⏱️ 06.03.2024): +- [Conda](https://anaconda.org/conda-forge/protobuf) (πŸ“₯ 18M Β· ⏱️ 06.03.2024): ``` conda install -c conda-forge protobuf ``` -- [npm](https://www.npmjs.com/package/google-protobuf) (πŸ“₯ 7.2M / month Β· πŸ“¦ 3.7K Β· ⏱️ 10.10.2022): +- [npm](https://www.npmjs.com/package/google-protobuf) (πŸ“₯ 7.4M / month Β· πŸ“¦ 2.9K 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“₯ 420K Β· πŸ“¦ 100K Β· πŸ“‹ 2.4K - 6% open Β· ⏱️ 18.04.2024): +- [GitHub](https://github.com/google/flatbuffers) (πŸ‘¨β€πŸ’» 670 Β· πŸ”€ 3.2K Β· πŸ“₯ 420K Β· πŸ“¦ 100K Β· πŸ“‹ 2.4K - 6% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/google/flatbuffers @@ -119,51 +119,51 @@ 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“₯ 1.5M / month Β· πŸ“¦ 290 Β· ⏱️ 26.03.2024): +- [npm](https://www.npmjs.com/package/flatbuffers) (πŸ“₯ 1.5M / month Β· πŸ“¦ 210 Β· ⏱️ 26.03.2024): ``` npm install flatbuffers ```
marshmallow (πŸ₯ˆ40 Β· ⭐ 6.9K) - A lightweight library for converting complex objects to and from.. MIT -- [GitHub](https://github.com/marshmallow-code/marshmallow) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 640 Β· πŸ“¦ 130K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 22.04.2024): +- [GitHub](https://github.com/marshmallow-code/marshmallow) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 620 Β· πŸ“¦ 130K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/marshmallow-code/marshmallow ``` -- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 46M / month Β· πŸ“¦ 10K Β· ⏱️ 04.03.2024): +- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 46M / month Β· πŸ“¦ 2.2K Β· ⏱️ 01.05.2024): ``` pip install marshmallow ``` -- [Conda](https://anaconda.org/conda-forge/marshmallow) (πŸ“₯ 2.4M Β· ⏱️ 04.03.2024): +- [Conda](https://anaconda.org/conda-forge/marshmallow) (πŸ“₯ 2.4M Β· ⏱️ 02.05.2024): ``` conda install -c conda-forge marshmallow ```
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orjson (πŸ₯ˆ37 Β· ⭐ 5.5K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2 +
orjson (πŸ₯ˆ37 Β· ⭐ 5.6K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2 -- [GitHub](https://github.com/ijl/orjson) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 190 Β· πŸ“¦ 85K Β· πŸ“‹ 380 - 1% open Β· ⏱️ 15.04.2024): +- [GitHub](https://github.com/ijl/orjson) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 200 Β· πŸ“¦ 87K Β· πŸ“‹ 380 - 0% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/ijl/orjson ``` -- [PyPi](https://pypi.org/project/orjson) (πŸ“₯ 22M / month Β· πŸ“¦ 1.4K Β· ⏱️ 15.04.2024): +- [PyPi](https://pypi.org/project/orjson) (πŸ“₯ 23M / month Β· πŸ“¦ 22K Β· ⏱️ 01.05.2024): ``` pip install orjson ``` -- [Conda](https://anaconda.org/conda-forge/orjson) (πŸ“₯ 1.2M Β· ⏱️ 18.04.2024): +- [Conda](https://anaconda.org/conda-forge/orjson) (πŸ“₯ 1.2M Β· ⏱️ 01.05.2024): ``` conda install -c conda-forge orjson ```
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dill (πŸ₯ˆ37 Β· ⭐ 2.1K) - serialize all of Python. BSD-3 +
dill (πŸ₯ˆ36 Β· ⭐ 2.1K) - serialize all of Python. BSD-3 -- [GitHub](https://github.com/uqfoundation/dill) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 170 Β· πŸ“₯ 290K Β· πŸ“¦ 150K Β· πŸ“‹ 510 - 34% open Β· ⏱️ 22.04.2024): +- [GitHub](https://github.com/uqfoundation/dill) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 170 Β· πŸ“₯ 290K Β· πŸ“¦ 160K Β· πŸ“‹ 510 - 34% open Β· ⏱️ 22.04.2024): ``` git clone https://github.com/uqfoundation/dill ``` -- [PyPi](https://pypi.org/project/dill) (πŸ“₯ 54M / month Β· πŸ“¦ 4.2K Β· ⏱️ 27.01.2024): +- [PyPi](https://pypi.org/project/dill) (πŸ“₯ 55M / month Β· πŸ“¦ 4.2K Β· ⏱️ 27.01.2024): ``` pip install dill ``` @@ -174,7 +174,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
jsonpickle (πŸ₯ˆ36 Β· ⭐ 1.2K) - Python library for serializing any arbitrary object graph into.. BSD-3 -- [GitHub](https://github.com/jsonpickle/jsonpickle) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 170 Β· πŸ“‹ 310 - 22% open Β· ⏱️ 14.04.2024): +- [GitHub](https://github.com/jsonpickle/jsonpickle) (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 170 Β· πŸ“‹ 310 - 22% open Β· ⏱️ 27.04.2024): ``` git clone https://github.com/jsonpickle/jsonpickle @@ -188,22 +188,6 @@ 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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simplejson (πŸ₯ˆ35 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): - - ``` - git clone https://github.com/simplejson/simplejson - ``` -- [PyPi](https://pypi.org/project/simplejson) (πŸ“₯ 19M / month Β· πŸ“¦ 21K Β· ⏱️ 06.10.2023): - ``` - pip install simplejson - ``` -- [Conda](https://anaconda.org/conda-forge/simplejson) (πŸ“₯ 3.2M Β· ⏱️ 15.02.2024): - ``` - conda install -c conda-forge simplejson - ``` -
ultrajson (πŸ₯‰34 Β· ⭐ 4.2K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3 - [GitHub](https://github.com/ultrajson/ultrajson) (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 370 Β· πŸ“‹ 340 - 7% open Β· ⏱️ 01.04.2024): @@ -227,7 +211,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` git clone https://github.com/msgpack/msgpack-python ``` -- [PyPi](https://pypi.org/project/msgpack) (πŸ“₯ 68M / month Β· πŸ“¦ 2.4K Β· ⏱️ 01.03.2024): +- [PyPi](https://pypi.org/project/msgpack) (πŸ“₯ 71M / month Β· πŸ“¦ 2.4K Β· ⏱️ 01.03.2024): ``` pip install msgpack ``` @@ -236,6 +220,22 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge msgpack-python ```
+
simplejson (πŸ₯‰34 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): + + ``` + git clone https://github.com/simplejson/simplejson + ``` +- [PyPi](https://pypi.org/project/simplejson) (πŸ“₯ 19M / month Β· πŸ“¦ 21K Β· ⏱️ 06.10.2023): + ``` + pip install simplejson + ``` +- [Conda](https://anaconda.org/conda-forge/simplejson) (πŸ“₯ 3.2M Β· ⏱️ 15.02.2024): + ``` + conda install -c conda-forge simplejson + ``` +
cloudpickle (πŸ₯‰32 Β· ⭐ 1.6K) - Extended pickling support for Python objects. BSD-3 - [GitHub](https://github.com/cloudpipe/cloudpickle) (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 160 Β· πŸ“₯ 27 Β· πŸ“‹ 250 - 33% open Β· ⏱️ 08.04.2024): @@ -243,7 +243,7 @@ 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“₯ 39M / month Β· πŸ“¦ 3K Β· ⏱️ 16.10.2023): +- [PyPi](https://pypi.org/project/cloudpickle) (πŸ“₯ 40M / month Β· πŸ“¦ 3K Β· ⏱️ 16.10.2023): ``` pip install cloudpickle ``` @@ -254,12 +254,12 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
python-rapidjson (πŸ₯‰29 Β· ⭐ 490) - Python wrapper around rapidjson. MIT -- [GitHub](https://github.com/python-rapidjson/python-rapidjson) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 46 Β· πŸ“¦ 5.3K Β· πŸ“‹ 120 - 13% open Β· ⏱️ 28.02.2024): +- [GitHub](https://github.com/python-rapidjson/python-rapidjson) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 46 Β· πŸ“¦ 5.3K Β· πŸ“‹ 120 - 13% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/python-rapidjson/python-rapidjson ``` -- [PyPi](https://pypi.org/project/python-rapidjson) (πŸ“₯ 1.6M / month Β· πŸ“¦ 280 Β· ⏱️ 28.02.2024): +- [PyPi](https://pypi.org/project/python-rapidjson) (πŸ“₯ 1.7M / month Β· πŸ“¦ 280 Β· ⏱️ 28.02.2024): ``` pip install python-rapidjson ``` @@ -270,12 +270,12 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
hickle (πŸ₯‰28 Β· ⭐ 480) - a HDF5-based python pickle replacement. MIT -- [GitHub](https://github.com/telegraphic/hickle) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 71 Β· πŸ“¦ 720 Β· πŸ“‹ 110 - 7% open Β· ⏱️ 31.03.2024): +- [GitHub](https://github.com/telegraphic/hickle) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 71 Β· πŸ“¦ 730 Β· πŸ“‹ 110 - 7% open Β· ⏱️ 31.03.2024): ``` git clone https://github.com/telegraphic/hickle ``` -- [PyPi](https://pypi.org/project/hickle) (πŸ“₯ 56K / month Β· πŸ“¦ 91 Β· ⏱️ 30.03.2024): +- [PyPi](https://pypi.org/project/hickle) (πŸ“₯ 54K / month Β· πŸ“¦ 39 Β· ⏱️ 30.03.2024): ``` pip install hickle ``` @@ -291,7 +291,7 @@ 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“₯ 8.2M / month Β· πŸ“¦ 300 Β· ⏱️ 22.09.2023): +- [PyPi](https://pypi.org/project/srsly) (πŸ“₯ 8.7M / month Β· πŸ“¦ 300 Β· ⏱️ 22.09.2023): ``` pip install srsly ``` @@ -300,7 +300,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge srsly ```
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pysimdjson (πŸ₯‰27 Β· ⭐ 630) - Python bindings for the simdjson project. MIT +
pysimdjson (πŸ₯‰26 Β· ⭐ 630) - Python bindings for the simdjson project. MIT - [GitHub](https://github.com/TkTech/pysimdjson) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 52 Β· πŸ“¦ 1.3K Β· πŸ“‹ 87 - 10% open Β· ⏱️ 05.02.2024): @@ -311,7 +311,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` pip install pysimdjson ``` -- [Conda](https://anaconda.org/conda-forge/pysimdjson) (πŸ“₯ 88K Β· ⏱️ 06.02.2024): +- [Conda](https://anaconda.org/conda-forge/pysimdjson) (πŸ“₯ 90K Β· ⏱️ 06.02.2024): ``` conda install -c conda-forge pysimdjson ``` @@ -342,12 +342,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pandas (πŸ₯‡54 Β· ⭐ 42K) - Flexible and powerful data analysis / manipulation library for.. BSD-3 -- [GitHub](https://github.com/pandas-dev/pandas) (πŸ‘¨β€πŸ’» 3.6K Β· πŸ”€ 17K Β· πŸ“₯ 260K Β· πŸ“¦ 1.6M Β· πŸ“‹ 26K - 14% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/pandas-dev/pandas) (πŸ‘¨β€πŸ’» 3.6K Β· πŸ”€ 17K Β· πŸ“₯ 260K Β· πŸ“¦ 1.7M Β· πŸ“‹ 26K - 14% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/pandas-dev/pandas ``` -- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 200M / month Β· πŸ“¦ 80K Β· ⏱️ 10.04.2024): +- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 210M / month Β· πŸ“¦ 80K Β· ⏱️ 10.04.2024): ``` pip install pandas ``` @@ -356,18 +356,6 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pandas ```
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polars (πŸ₯‡41 Β· ⭐ 26K) - Dataframes powered by a multithreaded, vectorized query engine, written in.. MIT - -- [GitHub](https://github.com/pola-rs/polars) (πŸ‘¨β€πŸ’» 400 Β· πŸ”€ 1.6K Β· πŸ“₯ 580 Β· πŸ“¦ 4 Β· πŸ“‹ 7.3K - 21% open Β· ⏱️ 25.04.2024): - - ``` - git clone https://github.com/pola-rs/polars - ``` -- [PyPi](https://pypi.org/project/polars) (πŸ“₯ 6.8M / month Β· πŸ“¦ 560 Β· ⏱️ 16.04.2024): - ``` - 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”€ 510 Β· πŸ“₯ 3.3K Β· πŸ“¦ 270K Β· πŸ“‹ 1.5K - 18% open Β· ⏱️ 15.04.2024): @@ -375,7 +363,7 @@ _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“₯ 21M / month Β· πŸ“¦ 15K Β· ⏱️ 10.04.2024): +- [PyPi](https://pypi.org/project/h5py) (πŸ“₯ 22M / month Β· πŸ“¦ 15K Β· ⏱️ 10.04.2024): ``` pip install h5py ``` @@ -384,14 +372,26 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge h5py ```
+
polars (πŸ₯ˆ40 Β· ⭐ 26K) - Dataframes powered by a multithreaded, vectorized query engine, written in.. MIT + +- [GitHub](https://github.com/pola-rs/polars) (πŸ‘¨β€πŸ’» 400 Β· πŸ”€ 1.6K Β· πŸ“₯ 620 Β· πŸ“¦ 4 Β· πŸ“‹ 7.4K - 21% open Β· ⏱️ 02.05.2024): + + ``` + git clone https://github.com/pola-rs/polars + ``` +- [PyPi](https://pypi.org/project/polars) (πŸ“₯ 6.9M / month Β· πŸ“¦ 570 Β· ⏱️ 28.04.2024): + ``` + pip install polars + ``` +
xarray (πŸ₯ˆ40 Β· ⭐ 3.4K) - N-D labeled arrays and datasets in Python. Apache-2 -- [GitHub](https://github.com/pydata/xarray) (πŸ‘¨β€πŸ’» 490 Β· πŸ”€ 1K Β· πŸ“¦ 26K Β· πŸ“‹ 4.3K - 26% open Β· ⏱️ 23.04.2024): +- [GitHub](https://github.com/pydata/xarray) (πŸ‘¨β€πŸ’» 500 Β· πŸ”€ 1K Β· πŸ“¦ 26K Β· πŸ“‹ 4.3K - 26% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/pydata/xarray ``` -- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 5.2M / month Β· πŸ“¦ 2.3K Β· ⏱️ 29.03.2024): +- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 5.3M / month Β· πŸ“¦ 2.3K Β· ⏱️ 29.03.2024): ``` pip install xarray ``` @@ -402,12 +402,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Modin (πŸ₯ˆ37 Β· ⭐ 9.5K) - Modin: Scale your Pandas workflows by changing a single line of.. Apache-2 -- [GitHub](https://github.com/modin-project/modin) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 640 Β· πŸ“₯ 200K Β· πŸ“¦ 1.5K Β· πŸ“‹ 4.1K - 17% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/modin-project/modin) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 640 Β· πŸ“₯ 200K Β· πŸ“¦ 1.5K Β· πŸ“‹ 4.1K - 17% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/modin-project/modin ``` -- [PyPi](https://pypi.org/project/modin) (πŸ“₯ 1.1M / month Β· πŸ“¦ 35 Β· ⏱️ 15.04.2024): +- [PyPi](https://pypi.org/project/modin) (πŸ“₯ 1.2M / month Β· πŸ“¦ 35 Β· ⏱️ 15.04.2024): ``` pip install modin ``` @@ -418,7 +418,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
numexpr (πŸ₯ˆ37 Β· ⭐ 2.1K) - Fast numerical array expression evaluator for Python, NumPy, Pandas,.. MIT -- [GitHub](https://github.com/pydata/numexpr) (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 200 Β· πŸ“₯ 620 Β· πŸ“¦ 74K Β· πŸ“‹ 370 - 1% open Β· ⏱️ 02.04.2024): +- [GitHub](https://github.com/pydata/numexpr) (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 200 Β· πŸ“₯ 620 Β· πŸ“¦ 75K Β· πŸ“‹ 370 - 1% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/pydata/numexpr @@ -427,19 +427,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install numexpr ``` -- [Conda](https://anaconda.org/conda-forge/numexpr) (πŸ“₯ 7.9M Β· ⏱️ 05.02.2024): +- [Conda](https://anaconda.org/conda-forge/numexpr) (πŸ“₯ 8M Β· ⏱️ 05.02.2024): ``` conda install -c conda-forge numexpr ```
zarr (πŸ₯ˆ36 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’» 100 Β· πŸ”€ 250 Β· πŸ“¦ 3.7K Β· πŸ“‹ 730 - 43% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/zarr-developers/zarr-python) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 250 Β· πŸ“¦ 3.7K Β· πŸ“‹ 730 - 43% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/zarr-developers/zarr-python ``` -- [PyPi](https://pypi.org/project/zarr) (πŸ“₯ 550K / month Β· πŸ“¦ 550 Β· ⏱️ 05.04.2024): +- [PyPi](https://pypi.org/project/zarr) (πŸ“₯ 590K / month Β· πŸ“¦ 7.5K Β· ⏱️ 05.04.2024): ``` pip install zarr ``` @@ -448,9 +448,25 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge zarr ```
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PyTables (πŸ₯ˆ35 Β· ⭐ 1.3K) - A Python package to manage extremely large amounts of data. BSD-3 +
docarray (πŸ₯ˆ34 Β· ⭐ 2.8K) - Represent, send, store and search multimodal data. Apache-2 -- [GitHub](https://github.com/PyTables/PyTables) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 270 Β· πŸ“₯ 190 Β· πŸ“‹ 730 - 23% open Β· ⏱️ 21.04.2024): +- [GitHub](https://github.com/docarray/docarray) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 220 Β· πŸ“¦ 4.2K Β· πŸ“‹ 640 - 10% open Β· ⏱️ 29.04.2024): + + ``` + git clone https://github.com/jina-ai/docarray + ``` +- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 79K / month Β· πŸ“¦ 52 Β· ⏱️ 22.12.2023): + ``` + pip install docarray + ``` +- [Conda](https://anaconda.org/conda-forge/docarray) (πŸ“₯ 130K Β· ⏱️ 18.06.2023): + ``` + conda install -c conda-forge docarray + ``` +
+
PyTables (πŸ₯ˆ34 Β· ⭐ 1.3K) - A Python package to manage extremely large amounts of data. BSD-3 + +- [GitHub](https://github.com/PyTables/PyTables) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 270 Β· πŸ“₯ 190 Β· πŸ“‹ 730 - 23% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/PyTables/PyTables @@ -466,7 +482,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pandera (πŸ₯ˆ33 Β· ⭐ 3K) - A light-weight, flexible, and expressive statistical data testing.. MIT -- [GitHub](https://github.com/unionai-oss/pandera) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 270 Β· πŸ“¦ 1.5K Β· πŸ“‹ 760 - 40% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/unionai-oss/pandera) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 270 Β· πŸ“¦ 1.5K Β· πŸ“‹ 760 - 40% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/pandera-dev/pandera @@ -480,38 +496,6 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pandera-core ```
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docarray (πŸ₯ˆ33 Β· ⭐ 2.7K Β· πŸ“‰) - Represent, send, store and search multimodal data. Apache-2 - -- [GitHub](https://github.com/docarray/docarray) (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 210 Β· πŸ“¦ 4.2K Β· πŸ“‹ 640 - 10% open Β· ⏱️ 18.03.2024): - - ``` - git clone https://github.com/jina-ai/docarray - ``` -- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 78K / month Β· πŸ“¦ 52 Β· ⏱️ 22.12.2023): - ``` - pip install docarray - ``` -- [Conda](https://anaconda.org/conda-forge/docarray) (πŸ“₯ 130K Β· ⏱️ 18.06.2023): - ``` - conda install -c conda-forge docarray - ``` -
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TinyDB (πŸ₯ˆ32 Β· ⭐ 6.5K Β· πŸ’€) - TinyDB is a lightweight document oriented database optimized for your.. MIT - -- [GitHub](https://github.com/msiemens/tinydb) (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 510 Β· πŸ“¦ 13K Β· πŸ“‹ 310 - 5% open Β· ⏱️ 24.07.2023): - - ``` - git clone https://github.com/msiemens/tinydb - ``` -- [PyPi](https://pypi.org/project/tinydb) (πŸ“₯ 550K / month Β· πŸ“¦ 960 Β· ⏱️ 12.06.2023): - ``` - pip install tinydb - ``` -- [Conda](https://anaconda.org/conda-forge/tinydb) (πŸ“₯ 390K Β· ⏱️ 12.06.2023): - ``` - conda install -c conda-forge tinydb - ``` -
Koalas (πŸ₯ˆ32 Β· ⭐ 3.3K Β· πŸ’€) - Koalas: pandas API on Apache Spark. Apache-2 spark - [GitHub](https://github.com/databricks/koalas) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 350 Β· πŸ“₯ 1K Β· πŸ“¦ 340 Β· πŸ“‹ 600 - 18% open Β· ⏱️ 21.09.2023): @@ -519,7 +503,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/databricks/koalas ``` -- [PyPi](https://pypi.org/project/koalas) (πŸ“₯ 2.1M / month Β· πŸ“¦ 17 Β· ⏱️ 19.10.2021): +- [PyPi](https://pypi.org/project/koalas) (πŸ“₯ 2.3M / month Β· πŸ“¦ 17 Β· ⏱️ 19.10.2021): ``` pip install koalas ``` @@ -544,14 +528,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge bottleneck ```
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Vaex (πŸ₯‰30 Β· ⭐ 8.2K Β· πŸ’€) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML,.. MIT +
Vaex (πŸ₯‰31 Β· ⭐ 8.2K Β· πŸ’€) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML,.. MIT -- [GitHub](https://github.com/vaexio/vaex) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 590 Β· πŸ“₯ 280 Β· πŸ“¦ 730 Β· πŸ“‹ 1.3K - 39% open Β· ⏱️ 21.07.2023): +- [GitHub](https://github.com/vaexio/vaex) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 590 Β· πŸ“₯ 280 Β· πŸ“¦ 730 Β· πŸ“‹ 1.3K - 40% open Β· ⏱️ 21.07.2023): ``` git clone https://github.com/vaexio/vaex ``` -- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 22K / month Β· πŸ“¦ 35 Β· ⏱️ 21.07.2023): +- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 22K / month Β· πŸ“¦ 300 Β· ⏱️ 21.07.2023): ``` pip install vaex ``` @@ -560,26 +544,42 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge vaex ```
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datasketch (πŸ₯‰30 Β· ⭐ 2.3K) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT +
TinyDB (πŸ₯‰31 Β· ⭐ 6.5K Β· πŸ’€) - TinyDB is a lightweight document oriented database optimized for your.. MIT + +- [GitHub](https://github.com/msiemens/tinydb) (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 510 Β· πŸ“¦ 13K Β· πŸ“‹ 310 - 6% open Β· ⏱️ 24.07.2023): + + ``` + git clone https://github.com/msiemens/tinydb + ``` +- [PyPi](https://pypi.org/project/tinydb) (πŸ“₯ 550K / month Β· πŸ“¦ 960 Β· ⏱️ 12.06.2023): + ``` + pip install tinydb + ``` +- [Conda](https://anaconda.org/conda-forge/tinydb) (πŸ“₯ 390K Β· ⏱️ 12.06.2023): + ``` + conda install -c conda-forge tinydb + ``` +
+
datasketch (πŸ₯‰31 Β· ⭐ 2.4K) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT - [GitHub](https://github.com/ekzhu/datasketch) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 280 Β· πŸ“₯ 25 Β· πŸ“¦ 1.2K Β· πŸ“‹ 160 - 30% open Β· ⏱️ 26.03.2024): ``` git clone https://github.com/ekzhu/datasketch ``` -- [PyPi](https://pypi.org/project/datasketch) (πŸ“₯ 3.2M / month Β· πŸ“¦ 70 Β· ⏱️ 03.10.2023): +- [PyPi](https://pypi.org/project/datasketch) (πŸ“₯ 3.3M / month Β· πŸ“¦ 70 Β· ⏱️ 03.10.2023): ``` pip install datasketch ```
datatable (πŸ₯‰28 Β· ⭐ 1.8K) - A Python package for manipulating 2-dimensional tabular data.. MPL-2.0 -- [GitHub](https://github.com/h2oai/datatable) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 150 Β· πŸ“₯ 2.3K Β· πŸ“‹ 1.5K - 11% open Β· ⏱️ 01.12.2023): +- [GitHub](https://github.com/h2oai/datatable) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 150 Β· πŸ“₯ 2.4K Β· πŸ“‹ 1.5K - 11% open Β· ⏱️ 01.12.2023): ``` git clone https://github.com/h2oai/datatable ``` -- [PyPi](https://pypi.org/project/datatable) (πŸ“₯ 49K / month Β· πŸ“¦ 29 Β· ⏱️ 01.12.2023): +- [PyPi](https://pypi.org/project/datatable) (πŸ“₯ 50K / month Β· πŸ“¦ 29 Β· ⏱️ 01.12.2023): ``` pip install datatable ``` @@ -588,30 +588,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge datatable ```
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StaticFrame (πŸ₯‰28 Β· ⭐ 400) - Immutable and statically-typeable DataFrames with runtime type and.. MIT - -- [GitHub](https://github.com/static-frame/static-frame) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 33 Β· πŸ“¦ 21 Β· πŸ“‹ 620 - 6% open Β· ⏱️ 17.04.2024): - - ``` - git clone https://github.com/InvestmentSystems/static-frame - ``` -- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 4.6K / month Β· πŸ“¦ 2 Β· ⏱️ 14.04.2024): - ``` - pip install static-frame - ``` -- [Conda](https://anaconda.org/conda-forge/static-frame) (πŸ“₯ 320K Β· ⏱️ 15.04.2024): - ``` - conda install -c conda-forge static-frame - ``` -
PandaralΒ·lel (πŸ₯‰27 Β· ⭐ 3.5K) - A simple and efficient tool to parallelize Pandas.. BSD-3 jupyter -- [GitHub](https://github.com/nalepae/pandarallel) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 200 Β· πŸ“‹ 220 - 41% open Β· ⏱️ 16.02.2024): +- [GitHub](https://github.com/nalepae/pandarallel) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 200 Β· πŸ“‹ 220 - 40% open Β· ⏱️ 16.02.2024): ``` git clone https://github.com/nalepae/pandarallel ``` -- [PyPi](https://pypi.org/project/pandarallel) (πŸ“₯ 610K / month Β· πŸ“¦ 58 Β· ⏱️ 02.05.2023): +- [PyPi](https://pypi.org/project/pandarallel) (πŸ“₯ 520K / month Β· πŸ“¦ 58 Β· ⏱️ 02.05.2023): ``` pip install pandarallel ``` @@ -627,47 +611,52 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/jmcarpenter2/swifter ``` -- [PyPi](https://pypi.org/project/swifter) (πŸ“₯ 550K / month Β· πŸ“¦ 46 Β· ⏱️ 31.07.2023): +- [PyPi](https://pypi.org/project/swifter) (πŸ“₯ 600K / month Β· πŸ“¦ 46 Β· ⏱️ 31.07.2023): ``` pip install swifter ``` -- [Conda](https://anaconda.org/conda-forge/swifter) (πŸ“₯ 320K Β· ⏱️ 31.07.2023): +- [Conda](https://anaconda.org/conda-forge/swifter) (πŸ“₯ 330K Β· ⏱️ 31.07.2023): ``` conda install -c conda-forge swifter ```
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Pandas Summary (πŸ₯‰25 Β· ⭐ 490) - Engine for ML/Data tracking, visualization,.. Apache-2 +
StaticFrame (πŸ₯‰27 Β· ⭐ 400) - Immutable and statically-typeable DataFrames with runtime type and.. MIT -- [GitHub](https://github.com/polyaxon/traceml) (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 43 Β· πŸ“‹ 14 - 42% open Β· ⏱️ 11.04.2024): +- [GitHub](https://github.com/static-frame/static-frame) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 33 Β· πŸ“¦ 21 Β· πŸ“‹ 620 - 6% open Β· ⏱️ 17.04.2024): ``` - git clone https://github.com/polyaxon/datatile + git clone https://github.com/InvestmentSystems/static-frame ``` -- [PyPi](https://pypi.org/project/pandas-summary) (πŸ“₯ 94K / month Β· πŸ“¦ 57 Β· ⏱️ 25.11.2021): +- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 4.7K / month Β· πŸ“¦ 2 Β· ⏱️ 14.04.2024): ``` - pip install pandas-summary + pip install static-frame + ``` +- [Conda](https://anaconda.org/conda-forge/static-frame) (πŸ“₯ 330K Β· ⏱️ 15.04.2024): + ``` + conda install -c conda-forge static-frame ```
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pickleDB (πŸ₯‰22 Β· ⭐ 870 Β· πŸ’€) - pickleDB is an open source key-value store using Pythons json module. BSD-3 +
Pandas Summary (πŸ₯‰24 Β· ⭐ 490) - Engine for ML/Data tracking, visualization,.. Apache-2 -- [GitHub](https://github.com/patx/pickledb) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 120 Β· πŸ“¦ 1.7K Β· πŸ“‹ 73 - 42% open Β· ⏱️ 19.04.2023): +- [GitHub](https://github.com/polyaxon/traceml) (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 43 Β· πŸ“‹ 14 - 42% open Β· ⏱️ 11.04.2024): ``` - git clone https://github.com/patx/pickledb + git clone https://github.com/polyaxon/datatile ``` -- [PyPi](https://pypi.org/project/pickledb) (πŸ“₯ 25K / month Β· πŸ“¦ 100 Β· ⏱️ 14.01.2019): +- [PyPi](https://pypi.org/project/pandas-summary) (πŸ“₯ 95K / month Β· πŸ“¦ 21 Β· ⏱️ 25.11.2021): ``` - pip install pickledb + pip install pandas-summary ```
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Show 9 hidden projects... +
Show 10 hidden projects... - numpy (πŸ₯‡51 Β· ⭐ 26K) - The fundamental package for scientific computing with Python. ❗Unlicensed - Blaze (πŸ₯‰31 Β· ⭐ 3.2K Β· πŸ’€) - NumPy and Pandas interface to Big Data. BSD-3 -- Arctic (πŸ₯‰30 Β· ⭐ 3K) - Arctic is a high performance datastore for numeric data. ❗️LGPL-2.1 +- Arctic (πŸ₯‰29 Β· ⭐ 3K) - Arctic is a high performance datastore for numeric data. ❗️LGPL-2.1 - sklearn-pandas (πŸ₯‰28 Β· ⭐ 2.8K Β· πŸ’€) - Pandas integration with sklearn. ❗️Zlib sklearn - pandasql (πŸ₯‰28 Β· ⭐ 1.3K Β· πŸ’€) - sqldf for pandas. MIT - bcolz (πŸ₯‰26 Β· ⭐ 960 Β· πŸ’€) - A columnar data container that can be compressed. BSD-3 +- pickleDB (πŸ₯‰22 Β· ⭐ 870 Β· πŸ’€) - pickleDB is an open source key-value store using Pythons json module. BSD-3 - fletcher (πŸ₯‰19 Β· ⭐ 230 Β· πŸ’€) - Pandas ExtensionDType/Array backed by Apache Arrow. MIT - Bounter (πŸ₯‰18 Β· ⭐ 940 Β· πŸ’€) - Efficient Counter that uses a limited (bounded) amount of memory.. MIT - PandaPy (πŸ₯‰13 Β· ⭐ 550 Β· πŸ’€) - PandaPy has the speed of NumPy and the usability of Pandas 10x to.. MIT @@ -678,6 +667,22 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top +
pyrsistent (πŸ₯‡35 Β· ⭐ 2K Β· πŸ’€) - Persistent/Immutable/Functional data structures for Python. MIT + +- [GitHub](https://github.com/tobgu/pyrsistent) (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 140 Β· πŸ“¦ 340K Β· πŸ“‹ 180 - 13% open Β· ⏱️ 25.10.2023): + + ``` + git clone https://github.com/tobgu/pyrsistent + ``` +- [PyPi](https://pypi.org/project/pyrsistent) (πŸ“₯ 41M / month Β· πŸ“¦ 2.4K Β· ⏱️ 25.10.2023): + ``` + pip install pyrsistent + ``` +- [Conda](https://anaconda.org/conda-forge/pyrsistent) (πŸ“₯ 21M Β· ⏱️ 31.10.2023): + ``` + conda install -c conda-forge pyrsistent + ``` +
python-sortedcontainers (πŸ₯‡34 Β· ⭐ 3.2K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2 - [GitHub](https://github.com/grantjenks/python-sortedcontainers) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 190 Β· πŸ“‹ 190 - 13% open Β· ⏱️ 01.03.2024): @@ -685,7 +690,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/grantjenks/python-sortedcontainers ``` -- [PyPi](https://pypi.org/project/sortedcontainers) (πŸ“₯ 52M / month Β· πŸ“¦ 2.3K Β· ⏱️ 16.05.2021): +- [PyPi](https://pypi.org/project/sortedcontainers) (πŸ“₯ 53M / month Β· πŸ“¦ 2.3K Β· ⏱️ 16.05.2021): ``` pip install sortedcontainers ``` @@ -694,39 +699,39 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge sortedcontainers ```
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pyrsistent (πŸ₯‡34 Β· ⭐ 2K) - Persistent/Immutable/Functional data structures for Python. MIT +
multidict (πŸ₯ˆ32 Β· ⭐ 390) - The multidict implementation. Apache-2 -- [GitHub](https://github.com/tobgu/pyrsistent) (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 140 Β· πŸ“¦ 340K Β· πŸ“‹ 180 - 13% open Β· ⏱️ 25.10.2023): +- [GitHub](https://github.com/aio-libs/multidict) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 95 Β· πŸ“₯ 6.5K Β· πŸ“‹ 150 - 10% open Β· ⏱️ 19.04.2024): ``` - git clone https://github.com/tobgu/pyrsistent + git clone https://github.com/aio-libs/multidict ``` -- [PyPi](https://pypi.org/project/pyrsistent) (πŸ“₯ 41M / month Β· πŸ“¦ 2.4K Β· ⏱️ 25.10.2023): +- [PyPi](https://pypi.org/project/multidict) (πŸ“₯ 110M / month Β· πŸ“¦ 3.5K Β· ⏱️ 01.02.2024): ``` - pip install pyrsistent + pip install multidict ``` -- [Conda](https://anaconda.org/conda-forge/pyrsistent) (πŸ“₯ 21M Β· ⏱️ 31.10.2023): +- [Conda](https://anaconda.org/conda-forge/multidict) (πŸ“₯ 12M Β· ⏱️ 04.02.2024): ``` - conda install -c conda-forge pyrsistent + conda install -c conda-forge multidict ```
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multidict (πŸ₯ˆ33 Β· ⭐ 390) - The multidict implementation. Apache-2 +
bidict (πŸ₯ˆ31 Β· ⭐ 1.4K) - The bidirectional mapping library for Python. MPL-2.0 -- [GitHub](https://github.com/aio-libs/multidict) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 95 Β· πŸ“₯ 6.5K Β· πŸ“‹ 150 - 10% open Β· ⏱️ 19.04.2024): +- [GitHub](https://github.com/jab/bidict) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 63 Β· πŸ“₯ 52 Β· πŸ“¦ 25K Β· πŸ“‹ 60 - 1% open Β· ⏱️ 29.04.2024): ``` - git clone https://github.com/aio-libs/multidict + git clone https://github.com/jab/bidict ``` -- [PyPi](https://pypi.org/project/multidict) (πŸ“₯ 100M / month Β· πŸ“¦ 3.5K Β· ⏱️ 01.02.2024): +- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 2.3M / month Β· πŸ“¦ 540 Β· ⏱️ 18.02.2024): ``` - pip install multidict + pip install bidict ``` -- [Conda](https://anaconda.org/conda-forge/multidict) (πŸ“₯ 12M Β· ⏱️ 04.02.2024): +- [Conda](https://anaconda.org/conda-forge/bidict) (πŸ“₯ 400K Β· ⏱️ 18.02.2024): ``` - conda install -c conda-forge multidict + conda install -c conda-forge bidict ```
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anytree (πŸ₯ˆ32 Β· ⭐ 900) - Python tree data library. Apache-2 +
anytree (πŸ₯ˆ31 Β· ⭐ 900) - Python tree data library. Apache-2 - [GitHub](https://github.com/c0fec0de/anytree) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 120 Β· πŸ“¦ 19K Β· πŸ“‹ 190 - 13% open Β· ⏱️ 16.11.2023): @@ -742,23 +747,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge anytree ```
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bidict (πŸ₯ˆ31 Β· ⭐ 1.4K) - The bidirectional mapping library for Python. MPL-2.0 +
python-benedict (πŸ₯ˆ29 Β· ⭐ 1.4K) - dict subclass with keylist/keypath support, built-in I/O.. MIT -- [GitHub](https://github.com/jab/bidict) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 63 Β· πŸ“₯ 51 Β· πŸ“¦ 25K Β· πŸ“‹ 60 - 1% open Β· ⏱️ 22.04.2024): +- [GitHub](https://github.com/fabiocaccamo/python-benedict) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 48 Β· πŸ“¦ 1.6K Β· πŸ“‹ 100 - 9% open Β· ⏱️ 01.04.2024): ``` - git clone https://github.com/jab/bidict + git clone https://github.com/fabiocaccamo/python-benedict ``` -- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 2.2M / month Β· πŸ“¦ 540 Β· ⏱️ 18.02.2024): +- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 610K / month Β· πŸ“¦ 42 Β· ⏱️ 04.03.2024): ``` - pip install bidict + pip install python-benedict ``` -- [Conda](https://anaconda.org/conda-forge/bidict) (πŸ“₯ 400K Β· ⏱️ 18.02.2024): +- [Conda](https://anaconda.org/conda-forge/python-benedict) (πŸ“₯ 150K Β· ⏱️ 05.03.2024): ``` - conda install -c conda-forge bidict + conda install -c conda-forge python-benedict ```
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glom (πŸ₯ˆ29 Β· ⭐ 1.8K) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3 +
glom (πŸ₯‰28 Β· ⭐ 1.8K) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3 - [GitHub](https://github.com/mahmoud/glom) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 60 Β· πŸ“¦ 1.5K Β· πŸ“‹ 190 - 59% open Β· ⏱️ 12.01.2024): @@ -774,30 +779,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge glom ```
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python-benedict (πŸ₯ˆ29 Β· ⭐ 1.4K) - dict subclass with keylist/keypath support, built-in I/O.. MIT +
munch (πŸ₯‰28 Β· ⭐ 760 Β· πŸ’€) - A Munch is a Python dictionary that provides attribute-style access (a.. MIT -- [GitHub](https://github.com/fabiocaccamo/python-benedict) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 48 Β· πŸ“¦ 1.6K Β· πŸ“‹ 100 - 8% open Β· ⏱️ 01.04.2024): - - ``` - git clone https://github.com/fabiocaccamo/python-benedict - ``` -- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 610K / month Β· πŸ“¦ 42 Β· ⏱️ 04.03.2024): - ``` - pip install python-benedict - ``` -- [Conda](https://anaconda.org/conda-forge/python-benedict) (πŸ“₯ 150K Β· ⏱️ 05.03.2024): - ``` - conda install -c conda-forge python-benedict - ``` -
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munch (πŸ₯‰28 Β· ⭐ 750 Β· πŸ’€) - A Munch is a Python dictionary that provides attribute-style access (a.. MIT - -- [GitHub](https://github.com/Infinidat/munch) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 85 Β· πŸ“‹ 48 - 16% open Β· ⏱️ 01.07.2023): +- [GitHub](https://github.com/Infinidat/munch) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 84 Β· πŸ“‹ 48 - 16% open Β· ⏱️ 01.07.2023): ``` git clone https://github.com/Infinidat/munch ``` -- [PyPi](https://pypi.org/project/munch) (πŸ“₯ 2.2M / month Β· πŸ“¦ 890 Β· ⏱️ 01.07.2023): +- [PyPi](https://pypi.org/project/munch) (πŸ“₯ 2.1M / month Β· πŸ“¦ 890 Β· ⏱️ 01.07.2023): ``` pip install munch ``` @@ -808,12 +797,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
janus (πŸ₯‰27 Β· ⭐ 780) - Thread-safe asyncio-aware queue for Python. Apache-2 -- [GitHub](https://github.com/aio-libs/janus) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 43 Β· πŸ“‹ 42 - 21% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/aio-libs/janus) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 43 Β· πŸ“‹ 42 - 21% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/aio-libs/janus ``` -- [PyPi](https://pypi.org/project/janus) (πŸ“₯ 790K / month Β· πŸ“¦ 120 Β· ⏱️ 17.12.2021): +- [PyPi](https://pypi.org/project/janus) (πŸ“₯ 850K / month Β· πŸ“¦ 120 Β· ⏱️ 17.12.2021): ``` pip install janus ``` @@ -833,7 +822,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install python-box ``` -- [Conda](https://anaconda.org/conda-forge/python-box) (πŸ“₯ 530K Β· ⏱️ 01.10.2023): +- [Conda](https://anaconda.org/conda-forge/python-box) (πŸ“₯ 540K Β· ⏱️ 01.10.2023): ``` conda install -c conda-forge python-box ``` @@ -867,9 +856,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
pydantic (πŸ₯‡45 Β· ⭐ 19K) - Data validation using Python type hints. MIT +
pydantic (πŸ₯‡46 Β· ⭐ 19K) - Data validation using Python type hints. MIT -- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 510 Β· πŸ”€ 1.6K Β· πŸ“¦ 390K Β· πŸ“‹ 4K - 9% open Β· ⏱️ 23.04.2024): +- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 510 Β· πŸ”€ 1.6K Β· πŸ“¦ 390K Β· πŸ“‹ 4K - 9% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/samuelcolvin/pydantic @@ -883,18 +872,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pydantic ```
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jsonschema (πŸ₯‡40 Β· ⭐ 4.4K) - An implementation of the JSON Schema specification for Python. MIT +
jsonschema (πŸ₯‡41 Β· ⭐ 4.4K) - An implementation of the JSON Schema specification for Python. MIT -- [GitHub](https://github.com/python-jsonschema/jsonschema) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 580 Β· πŸ“₯ 220 Β· πŸ“¦ 550K Β· πŸ“‹ 820 - 3% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/python-jsonschema/jsonschema) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 570 Β· πŸ“₯ 230 Β· πŸ“¦ 550K Β· πŸ“‹ 820 - 3% open Β· ⏱️ 30.04.2024): ``` git clone https://github.com/Julian/jsonschema ``` -- [PyPi](https://pypi.org/project/jsonschema) (πŸ“₯ 120M / month Β· πŸ“¦ 19K Β· ⏱️ 19.01.2024): +- [PyPi](https://pypi.org/project/jsonschema) (πŸ“₯ 120M / month Β· πŸ“¦ 64K Β· ⏱️ 30.04.2024): ``` pip install jsonschema ``` -- [Conda](https://anaconda.org/conda-forge/jsonschema) (πŸ“₯ 27M Β· ⏱️ 19.01.2024): +- [Conda](https://anaconda.org/conda-forge/jsonschema) (πŸ“₯ 27M Β· ⏱️ 01.05.2024): ``` conda install -c conda-forge jsonschema ``` @@ -906,23 +895,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/kvesteri/validators ``` -- [PyPi](https://pypi.org/project/validators) (πŸ“₯ 7M / month Β· πŸ“¦ 1.9K Β· ⏱️ 19.04.2024): +- [PyPi](https://pypi.org/project/validators) (πŸ“₯ 7.1M / month Β· πŸ“¦ 1.9K Β· ⏱️ 19.04.2024): ``` pip install validators ``` -- [Conda](https://anaconda.org/conda-forge/validators) (πŸ“₯ 600K Β· ⏱️ 19.04.2024): +- [Conda](https://anaconda.org/conda-forge/validators) (πŸ“₯ 610K Β· ⏱️ 19.04.2024): ``` conda install -c conda-forge validators ```
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cerberus (πŸ₯ˆ34 Β· ⭐ 3.1K) - Lightweight, extensible data validation library for Python. ISC +
cerberus (πŸ₯ˆ34 Β· ⭐ 3.1K Β· πŸ’€) - Lightweight, extensible data validation library for Python. ISC - [GitHub](https://github.com/pyeve/cerberus) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 240 Β· πŸ“¦ 16K Β· πŸ“‹ 350 - 5% open Β· ⏱️ 23.10.2023): ``` git clone https://github.com/pyeve/cerberus ``` -- [PyPi](https://pypi.org/project/cerberus) (πŸ“₯ 4.7M / month Β· πŸ“¦ 1.2K Β· ⏱️ 09.08.2023): +- [PyPi](https://pypi.org/project/cerberus) (πŸ“₯ 4.8M / month Β· πŸ“¦ 1.2K Β· ⏱️ 09.08.2023): ``` pip install cerberus ``` @@ -931,50 +920,50 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge cerberus ```
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voluptuous (πŸ₯ˆ34 Β· ⭐ 1.8K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3 +
schema (πŸ₯ˆ33 Β· ⭐ 2.8K) - Schema validation just got Pythonic. MIT -- [GitHub](https://github.com/alecthomas/voluptuous) (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 210 Β· πŸ“¦ 16K Β· πŸ“‹ 250 - 15% open Β· ⏱️ 02.02.2024): +- [GitHub](https://github.com/keleshev/schema) (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 210 Β· πŸ“¦ 8.9K Β· πŸ“‹ 180 - 55% open Β· ⏱️ 27.04.2024): ``` - git clone https://github.com/alecthomas/voluptuous + git clone https://github.com/keleshev/schema ``` -- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 2.6M / month Β· πŸ“¦ 1.4K Β· ⏱️ 03.02.2024): +- [PyPi](https://pypi.org/project/schema) (πŸ“₯ 16M / month Β· πŸ“¦ 960 Β· ⏱️ 26.03.2024): ``` - pip install voluptuous + pip install schema ``` -- [Conda](https://anaconda.org/conda-forge/voluptuous) (πŸ“₯ 360K Β· ⏱️ 03.02.2024): +- [Conda](https://anaconda.org/conda-forge/schema) (πŸ“₯ 160K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge voluptuous + conda install -c conda-forge schema ```
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schema (πŸ₯ˆ32 Β· ⭐ 2.8K) - Schema validation just got Pythonic. MIT +
voluptuous (πŸ₯ˆ33 Β· ⭐ 1.8K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3 -- [GitHub](https://github.com/keleshev/schema) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 210 Β· πŸ“¦ 8.8K Β· πŸ“‹ 180 - 55% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/alecthomas/voluptuous) (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 210 Β· πŸ“¦ 16K Β· πŸ“‹ 250 - 15% open Β· ⏱️ 02.02.2024): ``` - git clone https://github.com/keleshev/schema + git clone https://github.com/alecthomas/voluptuous ``` -- [PyPi](https://pypi.org/project/schema) (πŸ“₯ 16M / month Β· πŸ“¦ 960 Β· ⏱️ 26.03.2024): +- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 2.6M / month Β· πŸ“¦ 1.4K Β· ⏱️ 03.02.2024): ``` - pip install schema + pip install voluptuous ``` -- [Conda](https://anaconda.org/conda-forge/schema) (πŸ“₯ 150K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/voluptuous) (πŸ“₯ 360K Β· ⏱️ 03.02.2024): ``` - conda install -c conda-forge schema + conda install -c conda-forge voluptuous ```
param (πŸ₯‰31 Β· ⭐ 400) - 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”€ 67 Β· πŸ“¦ 11K Β· πŸ“‹ 440 - 33% open Β· ⏱️ 22.03.2024): +- [GitHub](https://github.com/holoviz/param) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 68 Β· πŸ“¦ 11K Β· πŸ“‹ 450 - 35% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/holoviz/param ``` -- [PyPi](https://pypi.org/project/param) (πŸ“₯ 520K / month Β· πŸ“¦ 160 Β· ⏱️ 22.03.2024): +- [PyPi](https://pypi.org/project/param) (πŸ“₯ 540K / month Β· πŸ“¦ 150 Β· ⏱️ 02.05.2024): ``` pip install param ``` -- [Conda](https://anaconda.org/conda-forge/param) (πŸ“₯ 1.5M Β· ⏱️ 22.03.2024): +- [Conda](https://anaconda.org/conda-forge/param) (πŸ“₯ 1.6M Β· ⏱️ 22.03.2024): ``` conda install -c conda-forge param ``` @@ -986,7 +975,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/JoshData/python-email-validator ``` -- [PyPi](https://pypi.org/project/email-validator) (πŸ“₯ 12M / month Β· πŸ“¦ 480 Β· ⏱️ 26.02.2024): +- [PyPi](https://pypi.org/project/email-validator) (πŸ“₯ 13M / month Β· πŸ“¦ 480 Β· ⏱️ 26.02.2024): ``` pip install email-validator ``` @@ -1002,7 +991,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/crdoconnor/strictyaml ``` -- [PyPi](https://pypi.org/project/strictyaml) (πŸ“₯ 2.2M / month Β· πŸ“¦ 280 Β· ⏱️ 10.03.2023): +- [PyPi](https://pypi.org/project/strictyaml) (πŸ“₯ 2.3M / month Β· πŸ“¦ 280 Β· ⏱️ 10.03.2023): ``` pip install strictyaml ``` @@ -1011,38 +1000,22 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge strictyaml ```
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dirty-equals (πŸ₯‰22 Β· ⭐ 760) - Doing dirty (but extremely useful) things with equals. MIT +
dirty-equals (πŸ₯‰21 Β· ⭐ 770) - Doing dirty (but extremely useful) things with equals. MIT - [GitHub](https://github.com/samuelcolvin/dirty-equals) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 35 Β· πŸ“¦ 310 Β· πŸ“‹ 32 - 40% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/samuelcolvin/dirty-equals ``` -- [PyPi](https://pypi.org/project/dirty-equals) (πŸ“₯ 120K / month Β· πŸ“¦ 31 Β· ⏱️ 15.11.2023): +- [PyPi](https://pypi.org/project/dirty-equals) (πŸ“₯ 130K / month Β· πŸ“¦ 31 Β· ⏱️ 15.11.2023): ``` pip install dirty-equals ``` -- [Conda](https://anaconda.org/conda-forge/dirty-equals) (πŸ“₯ 43K Β· ⏱️ 15.11.2023): +- [Conda](https://anaconda.org/conda-forge/dirty-equals) (πŸ“₯ 44K Β· ⏱️ 15.11.2023): ``` conda install -c conda-forge dirty-equals ```
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typical (πŸ₯‰20 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“¦ 81 Β· πŸ“‹ 100 - 16% 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): - ``` - pip install typical - ``` -- [Conda](https://anaconda.org/conda-forge/typical) (πŸ“₯ 36K Β· ⏱️ 16.06.2023): - ``` - conda install -c conda-forge typical - ``` -
validr (πŸ₯‰18 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· ⏱️ 23.12.2023): @@ -1050,15 +1023,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/guyskk/validr ``` -- [PyPi](https://pypi.org/project/validr) (πŸ“₯ 510 / month Β· πŸ“¦ 6 Β· ⏱️ 13.12.2023): +- [PyPi](https://pypi.org/project/validr) (πŸ“₯ 450 / month Β· πŸ“¦ 6 Β· ⏱️ 13.12.2023): ``` pip install validr ```
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Show 3 hidden projects... +
Show 4 hidden projects... - schematics (πŸ₯‰30 Β· ⭐ 2.6K Β· πŸ’€) - Python Data Structures for Humans. BSD-3 - valideer (πŸ₯‰19 Β· ⭐ 260 Β· πŸ’€) - Lightweight data validation and adaptation Python library. MIT +- typical (πŸ₯‰19 Β· ⭐ 180 Β· πŸ’€) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT - dataklasses (πŸ₯‰7 Β· ⭐ 780 Β· πŸ’€) - A different spin on dataclasses. ❗Unlicensed

@@ -1076,7 +1050,7 @@ _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“₯ 640K / month Β· πŸ“¦ 280 Β· ⏱️ 02.09.2022): +- [PyPi](https://pypi.org/project/transitions) (πŸ“₯ 650K / month Β· πŸ“¦ 170 Β· ⏱️ 02.09.2022): ``` pip install transitions ``` @@ -1092,7 +1066,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/keon/algorithms ``` -- [PyPi](https://pypi.org/project/algorithms) (πŸ“₯ 1.6K / month Β· πŸ“¦ 17 Β· ⏱️ 04.10.2020): +- [PyPi](https://pypi.org/project/algorithms) (πŸ“₯ 1.6K / month Β· πŸ“¦ 4 Β· ⏱️ 04.10.2020): ``` pip install algorithms ``` @@ -1127,14 +1101,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge arrow ```
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python-dateutil (πŸ₯ˆ37 Β· ⭐ 2.2K) - Useful extensions to the standard Python datetime features. Apache-2 +
python-dateutil (πŸ₯ˆ37 Β· ⭐ 2.3K) - Useful extensions to the standard Python datetime features. Apache-2 - [GitHub](https://github.com/dateutil/dateutil) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 470 Β· πŸ“₯ 35K Β· πŸ“‹ 790 - 46% open Β· ⏱️ 01.03.2024): ``` git clone https://github.com/dateutil/dateutil ``` -- [PyPi](https://pypi.org/project/python-dateutil) (πŸ“₯ 340M / month Β· πŸ“¦ 6.1K Β· ⏱️ 01.03.2024): +- [PyPi](https://pypi.org/project/python-dateutil) (πŸ“₯ 350M / month Β· πŸ“¦ 6.1K Β· ⏱️ 01.03.2024): ``` pip install python-dateutil ``` @@ -1150,7 +1124,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/sdispater/pendulum ``` -- [PyPi](https://pypi.org/project/pendulum) (πŸ“₯ 28M / month Β· πŸ“¦ 1.4K Β· ⏱️ 16.12.2023): +- [PyPi](https://pypi.org/project/pendulum) (πŸ“₯ 29M / month Β· πŸ“¦ 1.4K Β· ⏱️ 16.12.2023): ``` pip install pendulum ``` @@ -1159,14 +1133,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pendulum ```
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dateparser (πŸ₯ˆ36 Β· ⭐ 2.5K) - python parser for human readable dates. BSD-3 +
dateparser (πŸ₯ˆ35 Β· ⭐ 2.5K) - python parser for human readable dates. BSD-3 - [GitHub](https://github.com/scrapinghub/dateparser) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 460 Β· πŸ“¦ 28K Β· πŸ“‹ 700 - 45% open Β· ⏱️ 08.04.2024): ``` git clone https://github.com/scrapinghub/dateparser ``` -- [PyPi](https://pypi.org/project/dateparser) (πŸ“₯ 7M / month Β· πŸ“¦ 1.3K Β· ⏱️ 17.11.2023): +- [PyPi](https://pypi.org/project/dateparser) (πŸ“₯ 7.1M / month Β· πŸ“¦ 1.3K Β· ⏱️ 17.11.2023): ``` pip install dateparser ``` @@ -1175,14 +1149,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge dateparser ```
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pytz (πŸ₯‰35 Β· ⭐ 310) - pytz Python historical timezone library and database. MIT +
pytz (πŸ₯‰33 Β· ⭐ 310 Β· πŸ“‰) - pytz Python historical timezone library and database. MIT -- [GitHub](https://github.com/stub42/pytz) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 84 Β· πŸ“₯ 33 Β· πŸ“¦ 1.9M Β· πŸ“‹ 88 - 37% open Β· ⏱️ 02.02.2024): +- [GitHub](https://github.com/stub42/pytz) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 84 Β· πŸ“₯ 37 Β· πŸ“¦ 1.9M Β· πŸ“‹ 88 - 37% open Β· ⏱️ 02.02.2024): ``` git clone https://github.com/stub42/pytz ``` -- [PyPi](https://pypi.org/project/pytz) (πŸ“₯ 170M / month Β· πŸ“¦ 84K Β· ⏱️ 02.02.2024): +- [PyPi](https://pypi.org/project/pytz) (πŸ“₯ 180M / month Β· πŸ“¦ 84K Β· ⏱️ 02.02.2024): ``` pip install pytz ``` @@ -1198,7 +1172,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/dr-prodigy/python-holidays ``` -- [PyPi](https://pypi.org/project/holidays) (πŸ“₯ 7M / month Β· πŸ“¦ 480 Β· ⏱️ 15.04.2024): +- [PyPi](https://pypi.org/project/holidays) (πŸ“₯ 7.1M / month Β· πŸ“¦ 480 Β· ⏱️ 15.04.2024): ``` pip install holidays ``` @@ -1214,7 +1188,7 @@ _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“₯ 49M / month Β· πŸ“¦ 3.9K Β· ⏱️ 22.10.2023): +- [PyPi](https://pypi.org/project/tzlocal) (πŸ“₯ 48M / month Β· πŸ“¦ 4K Β· ⏱️ 22.10.2023): ``` pip install tzlocal ``` @@ -1236,23 +1210,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._
filesystem_spec (πŸ₯‡40 Β· ⭐ 900) - A specification that python filesystems should adhere to. BSD-3 -- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 320 Β· πŸ“¦ 110K Β· πŸ“‹ 670 - 36% open Β· ⏱️ 23.04.2024): +- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 330 Β· πŸ“¦ 110K Β· πŸ“‹ 680 - 37% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/fsspec/filesystem_spec ``` -- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 250M / month Β· πŸ“¦ 1K Β· ⏱️ 18.03.2024): +- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 250M / month Β· πŸ“¦ 1.1K Β· ⏱️ 18.03.2024): ``` pip install fsspec ``` -- [Conda](https://anaconda.org/conda-forge/fsspec) (πŸ“₯ 16M Β· ⏱️ 19.03.2024): +- [Conda](https://anaconda.org/conda-forge/fsspec) (πŸ“₯ 17M Β· ⏱️ 19.03.2024): ``` conda install -c conda-forge fsspec ```
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watchdog (πŸ₯ˆ38 Β· ⭐ 6.3K) - Python library and shell utilities to monitor filesystem events. Apache-2 +
watchdog (πŸ₯ˆ37 Β· ⭐ 6.3K) - Python library and shell utilities to monitor filesystem events. Apache-2 -- [GitHub](https://github.com/gorakhargosh/watchdog) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 690 Β· πŸ“¦ 140K Β· πŸ“‹ 640 - 28% open Β· ⏱️ 12.02.2024): +- [GitHub](https://github.com/gorakhargosh/watchdog) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 690 Β· πŸ“¦ 140K Β· πŸ“‹ 650 - 28% open Β· ⏱️ 12.02.2024): ``` git clone https://github.com/gorakhargosh/watchdog @@ -1268,28 +1242,28 @@ _General-purpose data containers as well as utilities & extensions for pandas._
filelock (πŸ₯ˆ35 Β· ⭐ 680) - A platform-independent file lock for Python. Unlicense -- [GitHub](https://github.com/tox-dev/filelock) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 98 Β· πŸ“¦ 430K Β· πŸ“‹ 110 - 13% open Β· ⏱️ 22.04.2024): +- [GitHub](https://github.com/tox-dev/filelock) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 100 Β· πŸ“¦ 430K Β· πŸ“‹ 110 - 12% open Β· ⏱️ 27.04.2024): ``` git clone https://github.com/tox-dev/py-filelock ``` -- [PyPi](https://pypi.org/project/filelock) (πŸ“₯ 140M / month Β· πŸ“¦ 3K Β· ⏱️ 09.04.2024): +- [PyPi](https://pypi.org/project/filelock) (πŸ“₯ 140M / month Β· πŸ“¦ 3K Β· ⏱️ 29.04.2024): ``` pip install filelock ``` -- [Conda](https://anaconda.org/conda-forge/filelock) (πŸ“₯ 18M Β· ⏱️ 09.04.2024): +- [Conda](https://anaconda.org/conda-forge/filelock) (πŸ“₯ 18M Β· ⏱️ 29.04.2024): ``` conda install -c conda-forge filelock ```
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path (πŸ₯‰33 Β· ⭐ 1.1K Β· πŸ“ˆ) - Object-oriented file system path manipulation. MIT +
path (πŸ₯‰33 Β· ⭐ 1.1K) - Object-oriented file system path manipulation. MIT - [GitHub](https://github.com/jaraco/path) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 140 Β· πŸ“¦ 15K Β· πŸ“‹ 140 - 1% open Β· ⏱️ 24.04.2024): ``` git clone https://github.com/jaraco/path ``` -- [PyPi](https://pypi.org/project/path) (πŸ“₯ 1.3M / month Β· πŸ“¦ 160 Β· ⏱️ 09.04.2024): +- [PyPi](https://pypi.org/project/path) (πŸ“₯ 1.4M / month Β· πŸ“¦ 160 Β· ⏱️ 09.04.2024): ``` pip install path ``` @@ -1298,7 +1272,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge path ```
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aiofiles (πŸ₯‰32 Β· ⭐ 2.5K) - File support for asyncio. Apache-2 +
aiofiles (πŸ₯‰31 Β· ⭐ 2.5K) - File support for asyncio. Apache-2 - [GitHub](https://github.com/Tinche/aiofiles) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 140 Β· πŸ“¦ 140K Β· πŸ“‹ 120 - 42% open Β· ⏱️ 06.02.2024): @@ -1314,7 +1288,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge aiofiles ```
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scandir (πŸ₯‰29 Β· ⭐ 520 Β· πŸ’€) - Better directory iterator and faster os.walk(), now in the Python.. BSD-3 +
scandir (πŸ₯‰29 Β· ⭐ 530 Β· πŸ’€) - Better directory iterator and faster os.walk(), now in the Python.. BSD-3 - [GitHub](https://github.com/benhoyt/scandir) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 69 Β· πŸ“¦ 15K Β· πŸ“‹ 96 - 6% open Β· ⏱️ 29.08.2023): @@ -1332,7 +1306,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 4 hidden projects... -- zipp (πŸ₯ˆ35 Β· ⭐ 50 Β· πŸ“ˆ) - Backport of pathlib-compatible object wrapper for zip files. MIT +- zipp (πŸ₯ˆ35 Β· ⭐ 51) - Backport of pathlib-compatible object wrapper for zip files. MIT - appdirs (πŸ₯‰32 Β· ⭐ 1K Β· πŸ’€) - A small Python module for determining appropriate platform-specific.. MIT - pyfilesystem2 (πŸ₯‰30 Β· ⭐ 1.9K Β· πŸ’€) - Pythons Filesystem abstraction layer. MIT - Unipath (πŸ₯‰22 Β· ⭐ 510 Β· πŸ’€) - An object-oriented approach to Python file/directory operations. MIT @@ -1359,14 +1333,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge future ```
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six (πŸ₯ˆ37 Β· ⭐ 960) - Python 2 and 3 compatibility library. MIT +
six (πŸ₯ˆ37 Β· ⭐ 970) - Python 2 and 3 compatibility library. MIT - [GitHub](https://github.com/benjaminp/six) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 260 Β· πŸ“¦ 2.1M Β· πŸ“‹ 300 - 37% open Β· ⏱️ 27.03.2024): ``` git clone https://github.com/benjaminp/six ``` -- [PyPi](https://pypi.org/project/six) (πŸ“₯ 290M / month Β· πŸ“¦ 140K Β· ⏱️ 05.05.2021): +- [PyPi](https://pypi.org/project/six) (πŸ“₯ 300M / month Β· πŸ“¦ 140K Β· ⏱️ 05.05.2021): ``` pip install six ``` @@ -1396,7 +1370,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ - dataclasses (πŸ₯‰27 Β· ⭐ 580 Β· πŸ’€) - A backport of the dataclasses module for Python 3.6. Apache-2 - futures (πŸ₯‰27 Β· ⭐ 230 Β· πŸ’€) - Backport of the concurrent.futures package to Python 2.6 and 2.7. Python-2.0 - pathlib2 (πŸ₯‰27 Β· ⭐ 80 Β· πŸ’€) - Backport of pathlib aiming to support the full stdlib Python API. MIT -- contextlib2 (πŸ₯‰26 Β· ⭐ 37 Β· πŸ’€) - contextlib2 is a backport of the standard librarys contextlib.. ❗️psfrag +- contextlib2 (πŸ₯‰27 Β· ⭐ 37 Β· πŸ’€) - contextlib2 is a backport of the standard librarys contextlib.. ❗️psfrag

@@ -1406,7 +1380,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
cryptography (πŸ₯‡47 Β· ⭐ 6.3K) - cryptography is a package designed to expose cryptographic.. Apache-2 -- [GitHub](https://github.com/pyca/cryptography) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.4K Β· πŸ“¦ 660K Β· πŸ“‹ 2.4K - 1% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/pyca/cryptography) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.4K Β· πŸ“¦ 660K Β· πŸ“‹ 2.4K - 1% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/pyca/cryptography @@ -1420,18 +1394,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge cryptography ```
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keyring (πŸ₯ˆ39 Β· ⭐ 1.2K Β· πŸ“ˆ) - Store and access your passwords safely. MIT +
keyring (πŸ₯ˆ39 Β· ⭐ 1.2K) - Store and access your passwords safely. MIT -- [GitHub](https://github.com/jaraco/keyring) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 150 Β· πŸ“¦ 120K Β· πŸ“‹ 510 - 11% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/jaraco/keyring) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 150 Β· πŸ“¦ 120K Β· πŸ“‹ 510 - 12% open Β· ⏱️ 26.04.2024): ``` git clone https://github.com/jaraco/keyring ``` -- [PyPi](https://pypi.org/project/keyring) (πŸ“₯ 53M / month Β· πŸ“¦ 4.9K Β· ⏱️ 02.04.2024): +- [PyPi](https://pypi.org/project/keyring) (πŸ“₯ 54M / month Β· πŸ“¦ 4.9K Β· ⏱️ 26.04.2024): ``` pip install keyring ``` -- [Conda](https://anaconda.org/conda-forge/keyring) (πŸ“₯ 4.5M Β· ⏱️ 03.04.2024): +- [Conda](https://anaconda.org/conda-forge/keyring) (πŸ“₯ 4.6M Β· ⏱️ 26.04.2024): ``` conda install -c conda-forge keyring ``` @@ -1443,18 +1417,18 @@ _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“₯ 390K / month Β· πŸ“¦ 4 Β· ⏱️ 27.11.2023): +- [PyPi](https://pypi.org/project/tink) (πŸ“₯ 400K / month Β· πŸ“¦ 8 Β· ⏱️ 02.05.2024): ``` pip install tink ``` -- [npm](https://www.npmjs.com/package/tink-crypto) (πŸ“₯ 180 / month Β· πŸ“¦ 2 Β· ⏱️ 02.05.2023): +- [npm](https://www.npmjs.com/package/tink-crypto) (πŸ“₯ 210 / month Β· πŸ“¦ 2 Β· ⏱️ 02.05.2023): ``` npm install tink-crypto ```
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pycryptodomex (πŸ₯‰37 Β· ⭐ 2.7K Β· πŸ“‰) - A self-contained cryptographic library for Python. BSD-3 +
pycryptodomex (πŸ₯‰37 Β· ⭐ 2.7K) - A self-contained cryptographic library for Python. BSD-3 -- [GitHub](https://github.com/Legrandin/pycryptodome) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 470 Β· πŸ“₯ 440 Β· πŸ“¦ 94K Β· πŸ“‹ 580 - 10% open Β· ⏱️ 20.04.2024): +- [GitHub](https://github.com/Legrandin/pycryptodome) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 470 Β· πŸ“₯ 450 Β· πŸ“¦ 95K Β· πŸ“‹ 580 - 10% open Β· ⏱️ 20.04.2024): ``` git clone https://github.com/Legrandin/pycryptodome @@ -1470,12 +1444,12 @@ _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“¦ 220K Β· πŸ“‹ 140 - 5% open Β· ⏱️ 18.04.2024): +- [GitHub](https://github.com/pyca/bcrypt) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 200 Β· πŸ“¦ 220K Β· πŸ“‹ 140 - 5% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/pyca/bcrypt ``` -- [PyPi](https://pypi.org/project/bcrypt) (πŸ“₯ 58M / month Β· πŸ“¦ 8.2K Β· ⏱️ 15.12.2023): +- [PyPi](https://pypi.org/project/bcrypt) (πŸ“₯ 59M / month Β· πŸ“¦ 8.2K Β· ⏱️ 15.12.2023): ``` pip install bcrypt ``` @@ -1495,7 +1469,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install asn1crypto ``` -- [Conda](https://anaconda.org/conda-forge/asn1crypto) (πŸ“₯ 8.4M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/asn1crypto) (πŸ“₯ 8.5M Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge asn1crypto ``` @@ -1524,12 +1498,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
ansible (πŸ₯‡48 Β· ⭐ 61K) - 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“¦ 33K Β· πŸ“‹ 33K - 2% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/ansible/ansible) (πŸ‘¨β€πŸ’» 6.8K Β· πŸ”€ 24K Β· πŸ“¦ 34K Β· πŸ“‹ 33K - 2% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/ansible/ansible ``` -- [PyPi](https://pypi.org/project/ansible) (πŸ“₯ 5.4M / month Β· πŸ“¦ 4.1K Β· ⏱️ 24.04.2024): +- [PyPi](https://pypi.org/project/ansible) (πŸ“₯ 5.4M / month Β· πŸ“¦ 450 Β· ⏱️ 30.04.2024): ``` pip install ansible ``` @@ -1538,78 +1512,62 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge ansible ```
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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’» 440 Β· πŸ”€ 3.9K Β· πŸ“₯ 1.7K Β· πŸ“¦ 4 Β· πŸ“‹ 4.6K - 12% open Β· ⏱️ 24.04.2024): - - ``` - git clone https://github.com/aws/aws-cli - ``` -- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 150M / month Β· πŸ“¦ 3.1K Β· ⏱️ 24.04.2024): - ``` - pip install awscli - ``` -- [Conda](https://anaconda.org/conda-forge/awscli): - ``` - 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”€ 1.1K Β· πŸ“¦ 320K Β· πŸ“‹ 1.1K - 13% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/boto/botocore) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.1K Β· πŸ“¦ 320K Β· πŸ“‹ 1.1K - 12% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/boto/botocore ``` -- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 600M / month Β· πŸ“¦ 8.7K Β· ⏱️ 24.04.2024): +- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 610M / month Β· πŸ“¦ 2.6K Β· ⏱️ 01.05.2024): ``` pip install botocore ``` -- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 26M Β· ⏱️ 25.04.2024): +- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 26M Β· ⏱️ 02.05.2024): ``` conda install -c conda-forge botocore ```
pulumi (πŸ₯ˆ43 Β· ⭐ 20K) - Pulumi - Infrastructure as Code in any programming language. Build.. Apache-2 -- [GitHub](https://github.com/pulumi/pulumi) (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 1K Β· πŸ“₯ 2.9M Β· πŸ“¦ 7.7K Β· πŸ“‹ 7.2K - 29% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/pulumi/pulumi) (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 1K Β· πŸ“₯ 3M Β· πŸ“¦ 7.7K Β· πŸ“‹ 7.2K - 29% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/pulumi/pulumi ``` -- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 990K / month Β· πŸ“¦ 180 Β· ⏱️ 25.04.2024): +- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 1M / month Β· πŸ“¦ 240 Β· ⏱️ 29.04.2024): ``` pip install pulumi ``` -- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (πŸ“₯ 2.5M / month Β· πŸ“¦ 930 Β· ⏱️ 23.04.2024): +- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (πŸ“₯ 2.5M / month Β· πŸ“¦ 930 Β· ⏱️ 29.04.2024): ``` npm install @pulumi/pulumi ```
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paramiko (πŸ₯ˆ42 Β· ⭐ 8.8K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 +
awscli (πŸ₯ˆ43 Β· ⭐ 15K Β· πŸ“‰) - Universal Command Line Interface for Amazon Web Services. Apache-2 -- [GitHub](https://github.com/paramiko/paramiko) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 2K Β· πŸ“¦ 94K Β· πŸ“‹ 1.8K - 56% open Β· ⏱️ 11.02.2024): +- [GitHub](https://github.com/aws/aws-cli) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 3.9K Β· πŸ“₯ 1.7K Β· πŸ“¦ 4 Β· πŸ“‹ 4.6K - 12% open Β· ⏱️ 01.05.2024): ``` - git clone https://github.com/paramiko/paramiko + git clone https://github.com/aws/aws-cli ``` -- [PyPi](https://pypi.org/project/paramiko) (πŸ“₯ 55M / month Β· πŸ“¦ 13K Β· ⏱️ 18.12.2023): +- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 160M / month Β· πŸ“¦ 610 Β· ⏱️ 01.05.2024): ``` - pip install paramiko + pip install awscli ``` -- [Conda](https://anaconda.org/conda-forge/paramiko) (πŸ“₯ 4.4M Β· ⏱️ 19.12.2023): +- [Conda](https://anaconda.org/conda-forge/awscli) (πŸ“₯ 23M Β· ⏱️ 02.05.2024): ``` - conda install -c conda-forge paramiko + conda install -c conda-forge awscli ```
docker (πŸ₯ˆ42 Β· ⭐ 6.6K) - A Python library for the Docker Engine API. Apache-2 -- [GitHub](https://github.com/docker/docker-py) (πŸ‘¨β€πŸ’» 450 Β· πŸ”€ 1.7K Β· πŸ“₯ 940 Β· πŸ“¦ 79K Β· πŸ“‹ 1.7K - 26% open Β· ⏱️ 09.04.2024): +- [GitHub](https://github.com/docker/docker-py) (πŸ‘¨β€πŸ’» 450 Β· πŸ”€ 1.7K Β· πŸ“₯ 940 Β· πŸ“¦ 80K Β· πŸ“‹ 1.7K - 26% open Β· ⏱️ 09.04.2024): ``` git clone https://github.com/docker/docker-py ``` -- [PyPi](https://pypi.org/project/docker) (πŸ“₯ 39M / month Β· πŸ“¦ 4.2K Β· ⏱️ 08.12.2023): +- [PyPi](https://pypi.org/project/docker) (πŸ“₯ 40M / month Β· πŸ“¦ 49K Β· ⏱️ 08.12.2023): ``` pip install docker ``` @@ -1620,7 +1578,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
docker-compose (πŸ₯ˆ41 Β· ⭐ 32K) - Define and run multi-container applications with Docker. Apache-2 -- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 530 Β· πŸ”€ 5K Β· πŸ“₯ 91M Β· πŸ“¦ 490 Β· πŸ“‹ 7.5K - 3% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 5.1K Β· πŸ“₯ 92M Β· πŸ“¦ 500 Β· πŸ“‹ 7.5K - 3% open Β· ⏱️ 24.04.2024): ``` git clone https://github.com/docker/compose @@ -1634,42 +1592,46 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge docker-compose ```
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kubernetes (πŸ₯ˆ39 Β· ⭐ 6.4K) - Official Python client library for kubernetes. Apache-2 +
paramiko (πŸ₯ˆ41 Β· ⭐ 8.8K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 -- [GitHub](https://github.com/kubernetes-client/python) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 3.3K Β· πŸ“‹ 1.4K - 9% open Β· ⏱️ 23.04.2024): +- [GitHub](https://github.com/paramiko/paramiko) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 2K Β· πŸ“¦ 94K Β· πŸ“‹ 1.8K - 56% open Β· ⏱️ 11.02.2024): ``` - git clone https://github.com/kubernetes-client/python + git clone https://github.com/paramiko/paramiko ``` -- [PyPi](https://pypi.org/project/kubernetes) (πŸ“₯ 25M / month Β· πŸ“¦ 1.5K Β· ⏱️ 08.01.2024): +- [PyPi](https://pypi.org/project/paramiko) (πŸ“₯ 56M / month Β· πŸ“¦ 13K Β· ⏱️ 18.12.2023): ``` - pip install kubernetes + pip install paramiko ``` -- [Conda](https://anaconda.org/conda-forge/kubernetes) (πŸ“₯ 480K Β· ⏱️ 18.04.2024): +- [Conda](https://anaconda.org/conda-forge/paramiko) (πŸ“₯ 4.5M Β· ⏱️ 19.12.2023): ``` - conda install -c conda-forge kubernetes + conda install -c conda-forge paramiko ```
-
netmiko (πŸ₯‰37 Β· ⭐ 3.4K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT +
kubernetes (πŸ₯ˆ39 Β· ⭐ 6.4K) - Official Python client library for kubernetes. Apache-2 -- [GitHub](https://github.com/ktbyers/netmiko) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 1.2K Β· πŸ“¦ 4.3K Β· πŸ“‹ 2.1K - 8% open Β· ⏱️ 12.01.2024): +- [GitHub](https://github.com/kubernetes-client/python) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 3.2K Β· πŸ“‹ 1.3K - 7% open Β· ⏱️ 25.04.2024): ``` - git clone https://github.com/ktbyers/netmiko + git clone https://github.com/kubernetes-client/python ``` -- [PyPi](https://pypi.org/project/netmiko) (πŸ“₯ 280K / month Β· πŸ“¦ 280 Β· ⏱️ 17.11.2023): +- [PyPi](https://pypi.org/project/kubernetes) (πŸ“₯ 27M / month Β· πŸ“¦ 1.5K Β· ⏱️ 08.01.2024): ``` - pip install netmiko + pip install kubernetes + ``` +- [Conda](https://anaconda.org/conda-forge/kubernetes) (πŸ“₯ 480K Β· ⏱️ 18.04.2024): + ``` + conda install -c conda-forge kubernetes ```
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fabric (πŸ₯‰35 Β· ⭐ 15K) - Simple, Pythonic remote execution and deployment. BSD-2 +
fabric (πŸ₯‰36 Β· ⭐ 15K) - Simple, Pythonic remote execution and deployment. BSD-2 - [GitHub](https://github.com/fabric/fabric) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 1.9K Β· πŸ“¦ 21 Β· πŸ“‹ 1.8K - 26% open Β· ⏱️ 26.01.2024): ``` git clone https://github.com/fabric/fabric ``` -- [PyPi](https://pypi.org/project/fabric) (πŸ“₯ 7M / month Β· πŸ“¦ 170 Β· ⏱️ 31.08.2023): +- [PyPi](https://pypi.org/project/fabric) (πŸ“₯ 7.1M / month Β· πŸ“¦ 180 Β· ⏱️ 31.08.2023): ``` pip install fabric ``` @@ -1678,38 +1640,50 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge fabric ```
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schedule (πŸ₯‰35 Β· ⭐ 11K) - Python job scheduling for humans. MIT +
netmiko (πŸ₯‰36 Β· ⭐ 3.4K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT -- [GitHub](https://github.com/dbader/schedule) (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 950 Β· πŸ“¦ 34K Β· πŸ“‹ 450 - 34% open Β· ⏱️ 10.12.2023): +- [GitHub](https://github.com/ktbyers/netmiko) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 1.2K Β· πŸ“¦ 4.3K Β· πŸ“‹ 2.1K - 8% open Β· ⏱️ 12.01.2024): ``` - git clone https://github.com/dbader/schedule - ``` -- [PyPi](https://pypi.org/project/schedule) (πŸ“₯ 2.2M / month Β· πŸ“¦ 1.5K Β· ⏱️ 01.10.2023): - ``` - pip install schedule + git clone https://github.com/ktbyers/netmiko ``` -- [Conda](https://anaconda.org/conda-forge/schedule) (πŸ“₯ 54K Β· ⏱️ 02.10.2023): +- [PyPi](https://pypi.org/project/netmiko) (πŸ“₯ 290K / month Β· πŸ“¦ 280 Β· ⏱️ 17.11.2023): ``` - conda install -c conda-forge schedule + pip install netmiko ```
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plumbum (πŸ₯‰34 Β· ⭐ 2.8K) - Plumbum: Shell Combinators. MIT +
plumbum (πŸ₯‰35 Β· ⭐ 2.8K) - Plumbum: Shell Combinators. MIT -- [GitHub](https://github.com/tomerfiliba/plumbum) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 180 Β· πŸ“¦ 6.2K Β· πŸ“‹ 350 - 36% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/tomerfiliba/plumbum) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 180 Β· πŸ“¦ 6.3K Β· πŸ“‹ 360 - 37% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/tomerfiliba/plumbum ``` -- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 3.9M / month Β· πŸ“¦ 480 Β· ⏱️ 30.05.2023): +- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 3.7M / month Β· πŸ“¦ 490 Β· ⏱️ 29.04.2024): ``` pip install plumbum ``` -- [Conda](https://anaconda.org/conda-forge/plumbum) (πŸ“₯ 1M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/plumbum) (πŸ“₯ 1M Β· ⏱️ 29.04.2024): ``` conda install -c conda-forge plumbum ```
+
schedule (πŸ₯‰34 Β· ⭐ 11K) - Python job scheduling for humans. MIT + +- [GitHub](https://github.com/dbader/schedule) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 950 Β· πŸ“¦ 34K Β· πŸ“‹ 450 - 34% open Β· ⏱️ 28.04.2024): + + ``` + git clone https://github.com/dbader/schedule + ``` +- [PyPi](https://pypi.org/project/schedule) (πŸ“₯ 2.2M / month Β· πŸ“¦ 1.5K Β· ⏱️ 01.10.2023): + ``` + pip install schedule + ``` +- [Conda](https://anaconda.org/conda-forge/schedule) (πŸ“₯ 55K Β· ⏱️ 02.10.2023): + ``` + conda install -c conda-forge schedule + ``` +
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“¦ 7K Β· πŸ“‹ 200 - 30% open Β· ⏱️ 14.05.2023): @@ -1726,14 +1700,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge sshtunnel ```
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pyinfra (πŸ₯‰30 Β· ⭐ 2.6K) - pyinfra automates infrastructure using Python. Its fast and scales from.. MIT +
pyinfra (πŸ₯‰30 Β· ⭐ 3.2K) - pyinfra automates infrastructure using Python. Its fast and scales from.. MIT -- [GitHub](https://github.com/pyinfra-dev/pyinfra) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 320 Β· πŸ“¦ 110 Β· πŸ“‹ 710 - 21% open Β· ⏱️ 13.04.2024): +- [GitHub](https://github.com/pyinfra-dev/pyinfra) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 340 Β· πŸ“¦ 110 Β· πŸ“‹ 710 - 21% open Β· ⏱️ 13.04.2024): ``` git clone https://github.com/Fizzadar/pyinfra ``` -- [PyPi](https://pypi.org/project/pyinfra) (πŸ“₯ 37K / month Β· πŸ“¦ 12 Β· ⏱️ 25.02.2024): +- [PyPi](https://pypi.org/project/pyinfra) (πŸ“₯ 33K / month Β· πŸ“¦ 16 Β· ⏱️ 25.02.2024): ``` pip install pyinfra ``` @@ -1745,7 +1719,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pypyr/pypyr ``` -- [PyPi](https://pypi.org/project/pypyr) (πŸ“₯ 2.6K / month Β· πŸ“¦ 9 Β· ⏱️ 22.09.2023): +- [PyPi](https://pypi.org/project/pypyr) (πŸ“₯ 2.9K / month Β· πŸ“¦ 9 Β· ⏱️ 22.09.2023): ``` pip install pypyr ``` @@ -1760,7 +1734,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ - fabtools (πŸ₯‰25 Β· ⭐ 1.2K 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₯‰14 Β· ⭐ 270) - Platform to programmatically manage, test, and debug data.. ❗️MulanPSL-2.0 +- Grai (πŸ₯‰15 Β· ⭐ 270) - Platform to programmatically manage, test, and debug data.. ❗️MulanPSL-2.0

@@ -1768,14 +1742,14 @@ _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₯‡37 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”€ 470 Β· πŸ“₯ 4.4K Β· πŸ“¦ 370K Β· πŸ“‹ 510 - 35% open Β· ⏱️ 25.11.2023): +- [GitHub](https://github.com/pexpect/pexpect) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 470 Β· πŸ“₯ 4.4K Β· πŸ“¦ 380K Β· πŸ“‹ 510 - 35% open Β· ⏱️ 25.11.2023): ``` git clone https://github.com/pexpect/pexpect ``` -- [PyPi](https://pypi.org/project/pexpect) (πŸ“₯ 71M / month Β· πŸ“¦ 16K Β· ⏱️ 25.11.2023): +- [PyPi](https://pypi.org/project/pexpect) (πŸ“₯ 72M / month Β· πŸ“¦ 16K Β· ⏱️ 25.11.2023): ``` pip install pexpect ``` @@ -1795,7 +1769,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install supervisor ``` -- [Conda](https://anaconda.org/conda-forge/supervisor) (πŸ“₯ 290K Β· ⏱️ 23.11.2023): +- [Conda](https://anaconda.org/conda-forge/supervisor) (πŸ“₯ 300K Β· ⏱️ 23.11.2023): ``` conda install -c conda-forge supervisor ``` @@ -1807,7 +1781,7 @@ _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“₯ 8M / month Β· πŸ“¦ 2.7K Β· ⏱️ 10.08.2023): +- [PyPi](https://pypi.org/project/sh) (πŸ“₯ 8.3M / month Β· πŸ“¦ 2.7K Β· ⏱️ 10.08.2023): ``` pip install sh ``` @@ -1816,14 +1790,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge sh ```
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ptyprocess (πŸ₯‰26 Β· ⭐ 210) - Run a subprocess in a pseudo terminal. ISC +
ptyprocess (πŸ₯‰26 Β· ⭐ 210 Β· πŸ’€) - Run a subprocess in a pseudo terminal. ISC - [GitHub](https://github.com/pexpect/ptyprocess) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 68 Β· πŸ“‹ 38 - 52% open Β· ⏱️ 23.10.2023): ``` git clone https://github.com/pexpect/ptyprocess ``` -- [PyPi](https://pypi.org/project/ptyprocess) (πŸ“₯ 72M / month Β· πŸ“¦ 13K Β· ⏱️ 28.12.2020): +- [PyPi](https://pypi.org/project/ptyprocess) (πŸ“₯ 73M / month Β· πŸ“¦ 13K Β· ⏱️ 28.12.2020): ``` pip install ptyprocess ``` @@ -1845,23 +1819,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/python-greenlet/greenlet ``` -- [PyPi](https://pypi.org/project/greenlet) (πŸ“₯ 95M / month Β· πŸ“¦ 11K Β· ⏱️ 21.12.2023): +- [PyPi](https://pypi.org/project/greenlet) (πŸ“₯ 96M / month Β· πŸ“¦ 11K Β· ⏱️ 21.12.2023): ``` pip install greenlet ``` -- [Conda](https://anaconda.org/conda-forge/greenlet) (πŸ“₯ 9.4M Β· ⏱️ 21.12.2023): +- [Conda](https://anaconda.org/conda-forge/greenlet) (πŸ“₯ 9.5M Β· ⏱️ 21.12.2023): ``` conda install -c conda-forge greenlet ```
-
uvloop (πŸ₯ˆ37 Β· ⭐ 10K) - Ultra fast asyncio event loop. Apache-2 +
uvloop (πŸ₯ˆ37 Β· ⭐ 10K Β· πŸ’€) - 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“¦ 120K Β· πŸ“‹ 350 - 26% open Β· ⏱️ 22.10.2023): +- [GitHub](https://github.com/MagicStack/uvloop) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 530 Β· πŸ“₯ 430 Β· πŸ“¦ 130K Β· πŸ“‹ 360 - 28% open Β· ⏱️ 22.10.2023): ``` git clone https://github.com/MagicStack/uvloop ``` -- [PyPi](https://pypi.org/project/uvloop) (πŸ“₯ 9.7M / month Β· πŸ“¦ 2K Β· ⏱️ 22.10.2023): +- [PyPi](https://pypi.org/project/uvloop) (πŸ“₯ 10M / month Β· πŸ“¦ 2K Β· ⏱️ 22.10.2023): ``` pip install uvloop ``` @@ -1877,7 +1851,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/agronholm/anyio ``` -- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 68M / month Β· πŸ“¦ 820 Β· ⏱️ 19.02.2024): +- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 69M / month Β· πŸ“¦ 820 Β· ⏱️ 19.02.2024): ``` pip install anyio ``` @@ -1888,28 +1862,28 @@ _General-purpose data containers as well as utilities & extensions for pandas._
asyncer (πŸ₯‰27 Β· ⭐ 1.4K) - Asyncer, async and await, focused on developer experience. MIT -- [GitHub](https://github.com/tiangolo/asyncer) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 45 Β· πŸ“¦ 3.6K Β· πŸ“‹ 19 - 78% open Β· ⏱️ 02.04.2024): +- [GitHub](https://github.com/tiangolo/asyncer) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 45 Β· πŸ“¦ 3.7K Β· πŸ“‹ 17 - 76% open Β· ⏱️ 30.04.2024): ``` git clone https://github.com/tiangolo/asyncer ``` -- [PyPi](https://pypi.org/project/asyncer) (πŸ“₯ 170K / month Β· πŸ“¦ 79 Β· ⏱️ 22.02.2024): +- [PyPi](https://pypi.org/project/asyncer) (πŸ“₯ 170K / month Β· πŸ“¦ 86 Β· ⏱️ 30.04.2024): ``` pip install asyncer ``` -- [Conda](https://anaconda.org/conda-forge/asyncer) (πŸ“₯ 7.5K Β· ⏱️ 17.04.2024): +- [Conda](https://anaconda.org/conda-forge/asyncer) (πŸ“₯ 7.7K Β· ⏱️ 30.04.2024): ``` conda install -c conda-forge asyncer ```
aiomisc (πŸ₯‰24 Β· ⭐ 360) - aiomisc - miscellaneous utils for asyncio. MIT -- [GitHub](https://github.com/aiokitchen/aiomisc) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 25 Β· πŸ“¦ 360 Β· πŸ“‹ 25 - 28% open Β· ⏱️ 18.04.2024): +- [GitHub](https://github.com/aiokitchen/aiomisc) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 25 Β· πŸ“¦ 370 Β· πŸ“‹ 25 - 28% open Β· ⏱️ 18.04.2024): ``` git clone https://github.com/aiokitchen/aiomisc ``` -- [PyPi](https://pypi.org/project/aiomisc) (πŸ“₯ 18K / month Β· πŸ“¦ 39 Β· ⏱️ 18.04.2024): +- [PyPi](https://pypi.org/project/aiomisc) (πŸ“₯ 19K / month Β· πŸ“¦ 39 Β· ⏱️ 18.04.2024): ``` pip install aiomisc ``` @@ -1921,7 +1895,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/alex-sherman/unsync ``` -- [PyPi](https://pypi.org/project/unsync) (πŸ“₯ 54K / month Β· πŸ“¦ 19 Β· ⏱️ 21.10.2021): +- [PyPi](https://pypi.org/project/unsync) (πŸ“₯ 60K / month Β· πŸ“¦ 19 Β· ⏱️ 21.10.2021): ``` pip install unsync ``` @@ -1937,11 +1911,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/glenfant/stopit ``` -- [PyPi](https://pypi.org/project/stopit) (πŸ“₯ 460K / month Β· πŸ“¦ 130 Β· ⏱️ 09.02.2018): +- [PyPi](https://pypi.org/project/stopit) (πŸ“₯ 480K / month Β· πŸ“¦ 90 Β· ⏱️ 09.02.2018): ``` pip install stopit ``` -- [Conda](https://anaconda.org/conda-forge/stopit) (πŸ“₯ 860K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/stopit) (πŸ“₯ 870K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge stopit ``` @@ -1954,16 +1928,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
python-dotenv (πŸ₯‡38 Β· ⭐ 7.1K) - 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’» 95 Β· πŸ”€ 440 Β· πŸ“¦ 760K Β· πŸ“‹ 280 - 15% open Β· ⏱️ 08.04.2024): +- [GitHub](https://github.com/theskumar/python-dotenv) (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 440 Β· πŸ“¦ 770K Β· πŸ“‹ 280 - 15% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/theskumar/python-dotenv ``` -- [PyPi](https://pypi.org/project/python-dotenv) (πŸ“₯ 59M / month Β· πŸ“¦ 11K Β· ⏱️ 23.01.2024): +- [PyPi](https://pypi.org/project/python-dotenv) (πŸ“₯ 60M / month Β· πŸ“¦ 11K Β· ⏱️ 23.01.2024): ``` pip install python-dotenv ``` -- [Conda](https://anaconda.org/conda-forge/python-dotenv) (πŸ“₯ 3.1M Β· ⏱️ 23.01.2024): +- [Conda](https://anaconda.org/conda-forge/python-dotenv) (πŸ“₯ 3.2M Β· ⏱️ 23.01.2024): ``` conda install -c conda-forge python-dotenv ``` @@ -1986,23 +1960,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._
hydra (πŸ₯ˆ34 Β· ⭐ 8.2K) - Hydra is a framework for elegantly configuring complex applications. MIT -- [GitHub](https://github.com/facebookresearch/hydra) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 590 Β· πŸ“¦ 23K Β· πŸ“‹ 1.4K - 19% open Β· ⏱️ 03.04.2024): +- [GitHub](https://github.com/facebookresearch/hydra) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 600 Β· πŸ“¦ 23K Β· πŸ“‹ 1.4K - 19% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/facebookresearch/hydra ``` -- [PyPi](https://pypi.org/project/hydra) (πŸ“₯ 9.9K / month Β· πŸ“¦ 9 Β· ⏱️ 03.08.2016): +- [PyPi](https://pypi.org/project/hydra) (πŸ“₯ 9.8K / month Β· πŸ“¦ 11 Β· ⏱️ 03.08.2016): ``` pip install hydra ``` -- [Conda](https://anaconda.org/conda-forge/hydra-core) (πŸ“₯ 950K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/hydra-core) (πŸ“₯ 960K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge hydra-core ```
Dynaconf (πŸ₯ˆ34 Β· ⭐ 3.5K) - Configuration Management for Python. MIT -- [GitHub](https://github.com/dynaconf/dynaconf) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 280 Β· πŸ“¦ 8.3K Β· πŸ“‹ 500 - 22% open Β· ⏱️ 19.04.2024): +- [GitHub](https://github.com/dynaconf/dynaconf) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 290 Β· πŸ“¦ 8.3K Β· πŸ“‹ 500 - 22% open Β· ⏱️ 19.04.2024): ``` git clone https://github.com/rochacbruno/dynaconf @@ -2011,7 +1985,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install dynaconf ``` -- [Conda](https://anaconda.org/conda-forge/dynaconf) (πŸ“₯ 73K Β· ⏱️ 26.03.2024): +- [Conda](https://anaconda.org/conda-forge/dynaconf) (πŸ“₯ 74K Β· ⏱️ 26.03.2024): ``` conda install -c conda-forge dynaconf ``` @@ -2023,7 +1997,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/henriquebastos/python-decouple ``` -- [PyPi](https://pypi.org/project/python-decouple) (πŸ“₯ 3.4M / month Β· πŸ“¦ 3.5K Β· ⏱️ 01.03.2023): +- [PyPi](https://pypi.org/project/python-decouple) (πŸ“₯ 3.5M / month Β· πŸ“¦ 3.5K Β· ⏱️ 01.03.2023): ``` pip install python-decouple ``` @@ -2039,18 +2013,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/omry/omegaconf ``` -- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 9.7M / month Β· πŸ“¦ 520 Β· ⏱️ 29.02.2024): +- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 9.6M / month Β· πŸ“¦ 520 Β· ⏱️ 29.02.2024): ``` pip install omegaconf ``` -- [Conda](https://anaconda.org/conda-forge/omegaconf) (πŸ“₯ 1.3M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/omegaconf) (πŸ“₯ 1.4M Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge omegaconf ```
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gin-config (πŸ₯‰28 Β· ⭐ 2K) - Gin provides a lightweight configuration framework for Python. Apache-2 +
gin-config (πŸ₯‰27 Β· ⭐ 2K) - Gin provides a lightweight configuration framework for Python. Apache-2 -- [GitHub](https://github.com/google/gin-config) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 120 Β· πŸ“¦ 8.3K Β· πŸ“‹ 92 - 54% open Β· ⏱️ 05.02.2024): +- [GitHub](https://github.com/google/gin-config) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 120 Β· πŸ“¦ 8.4K Β· πŸ“‹ 92 - 54% open Β· ⏱️ 05.02.2024): ``` git clone https://github.com/google/gin-config @@ -2059,19 +2033,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install gin-config ``` -- [Conda](https://anaconda.org/conda-forge/gin-config) (πŸ“₯ 24K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/gin-config) (πŸ“₯ 25K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge gin-config ```
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everett (πŸ₯‰25 Β· ⭐ 150) - configuration library for python projects. MPL-2.0 +
everett (πŸ₯‰24 Β· ⭐ 150) - configuration library for python projects. MPL-2.0 -- [GitHub](https://github.com/willkg/everett) (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 32 Β· πŸ“¦ 1.2K Β· πŸ“‹ 87 - 3% open Β· ⏱️ 23.04.2024): +- [GitHub](https://github.com/willkg/everett) (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 32 Β· πŸ“¦ 1.2K Β· πŸ“‹ 87 - 3% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/willkg/everett ``` -- [PyPi](https://pypi.org/project/everett) (πŸ“₯ 160K / month Β· πŸ“¦ 45 Β· ⏱️ 06.11.2023): +- [PyPi](https://pypi.org/project/everett) (πŸ“₯ 180K / month Β· πŸ“¦ 45 Β· ⏱️ 06.11.2023): ``` pip install everett ``` @@ -2092,64 +2066,64 @@ _General-purpose data containers as well as utilities & extensions for pandas._
click (πŸ₯‡46 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“₯ 320 Β· πŸ“¦ 1.6M Β· πŸ“‹ 1.6K - 8% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/pallets/click) (πŸ‘¨β€πŸ’» 370 Β· πŸ”€ 1.4K Β· πŸ“₯ 330 Β· πŸ“¦ 1.7M Β· πŸ“‹ 1.6K - 8% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/pallets/click ``` -- [PyPi](https://pypi.org/project/click) (πŸ“₯ 190M / month Β· πŸ“¦ 77K Β· ⏱️ 17.08.2023): +- [PyPi](https://pypi.org/project/click) (πŸ“₯ 200M / month Β· πŸ“¦ 77K Β· ⏱️ 17.08.2023): ``` pip install click ``` -- [Conda](https://anaconda.org/conda-forge/click) (πŸ“₯ 34M Β· ⏱️ 17.08.2023): +- [Conda](https://anaconda.org/conda-forge/click) (πŸ“₯ 35M Β· ⏱️ 17.08.2023): ``` conda install -c conda-forge click ```
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rich (πŸ₯‡42 Β· ⭐ 47K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT +
rich (πŸ₯‡43 Β· ⭐ 47K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT -- [GitHub](https://github.com/Textualize/rich) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.7K Β· πŸ“¦ 200K Β· πŸ“‹ 1.3K - 19% open Β· ⏱️ 16.04.2024): +- [GitHub](https://github.com/Textualize/rich) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.7K Β· πŸ“¦ 200K Β· πŸ“‹ 1.3K - 19% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/Textualize/rich ``` -- [PyPi](https://pypi.org/project/rich) (πŸ“₯ 54M / month Β· πŸ“¦ 7K Β· ⏱️ 28.02.2024): +- [PyPi](https://pypi.org/project/rich) (πŸ“₯ 57M / month Β· πŸ“¦ 7K Β· ⏱️ 28.02.2024): ``` pip install rich ``` -- [Conda](https://anaconda.org/conda-forge/rich) (πŸ“₯ 6.6M Β· ⏱️ 28.02.2024): +- [Conda](https://anaconda.org/conda-forge/rich) (πŸ“₯ 6.7M Β· ⏱️ 28.02.2024): ``` conda install -c conda-forge rich ```
python-fire (πŸ₯ˆ39 Β· ⭐ 26K) - Python Fire is a library for automatically generating command.. Apache-2 -- [GitHub](https://github.com/google/python-fire) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 1.4K Β· πŸ“¦ 32K Β· πŸ“‹ 340 - 43% open Β· ⏱️ 05.04.2024): +- [GitHub](https://github.com/google/python-fire) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 1.4K Β· πŸ“¦ 33K Β· πŸ“‹ 340 - 43% open Β· ⏱️ 05.04.2024): ``` git clone https://github.com/google/python-fire ``` -- [PyPi](https://pypi.org/project/fire) (πŸ“₯ 6.5M / month Β· πŸ“¦ 2K Β· ⏱️ 11.03.2024): +- [PyPi](https://pypi.org/project/fire) (πŸ“₯ 6.6M / month Β· πŸ“¦ 2K Β· ⏱️ 11.03.2024): ``` pip install fire ``` -- [Conda](https://anaconda.org/conda-forge/fire) (πŸ“₯ 900K Β· ⏱️ 12.03.2024): +- [Conda](https://anaconda.org/conda-forge/fire) (πŸ“₯ 910K Β· ⏱️ 12.03.2024): ``` conda install -c conda-forge fire ```
Typer (πŸ₯ˆ39 Β· ⭐ 14K) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT -- [GitHub](https://github.com/tiangolo/typer) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 620 Β· πŸ“¦ 85K Β· πŸ“‹ 380 - 52% open Β· ⏱️ 10.04.2024): +- [GitHub](https://github.com/tiangolo/typer) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 620 Β· πŸ“¦ 86K Β· πŸ“‹ 380 - 52% open Β· ⏱️ 30.04.2024): ``` git clone https://github.com/tiangolo/typer ``` -- [PyPi](https://pypi.org/project/typer) (πŸ“₯ 23M / month Β· πŸ“¦ 3.4K Β· ⏱️ 09.04.2024): +- [PyPi](https://pypi.org/project/typer) (πŸ“₯ 24M / month Β· πŸ“¦ 3.4K Β· ⏱️ 09.04.2024): ``` pip install typer ``` -- [Conda](https://anaconda.org/conda-forge/typer) (πŸ“₯ 2.2M Β· ⏱️ 09.04.2024): +- [Conda](https://anaconda.org/conda-forge/typer) (πŸ“₯ 2.3M Β· ⏱️ 09.04.2024): ``` conda install -c conda-forge typer ``` @@ -2161,7 +2135,7 @@ _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“₯ 49M / month Β· πŸ“¦ 1.7K Β· ⏱️ 13.12.2023): +- [PyPi](https://pypi.org/project/prompt_toolkit) (πŸ“₯ 50M / month Β· πŸ“¦ 1.7K Β· ⏱️ 13.12.2023): ``` pip install prompt_toolkit ``` @@ -2172,7 +2146,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
colorama (πŸ₯ˆ36 Β· ⭐ 3.4K) - Simple cross-platform colored terminal text in Python. BSD-3 -- [GitHub](https://github.com/tartley/colorama) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 240 Β· πŸ“¦ 930K Β· πŸ“‹ 250 - 43% open Β· ⏱️ 01.12.2023): +- [GitHub](https://github.com/tartley/colorama) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 240 Β· πŸ“¦ 940K Β· πŸ“‹ 250 - 43% open Β· ⏱️ 01.12.2023): ``` git clone https://github.com/tartley/colorama @@ -2209,7 +2183,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/kislyuk/argcomplete ``` -- [PyPi](https://pypi.org/project/argcomplete) (πŸ“₯ 28M / month Β· πŸ“¦ 2.3K Β· ⏱️ 14.04.2024): +- [PyPi](https://pypi.org/project/argcomplete) (πŸ“₯ 29M / month Β· πŸ“¦ 2.3K Β· ⏱️ 14.04.2024): ``` pip install argcomplete ``` @@ -2225,7 +2199,7 @@ _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“₯ 32M / month Β· πŸ“¦ 280 Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/cleo) (πŸ“₯ 33M / month Β· πŸ“¦ 300 Β· ⏱️ 30.10.2023): ``` pip install cleo ``` @@ -2241,11 +2215,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/jquast/wcwidth ``` -- [PyPi](https://pypi.org/project/wcwidth) (πŸ“₯ 65M / month Β· πŸ“¦ 14K Β· ⏱️ 06.01.2024): +- [PyPi](https://pypi.org/project/wcwidth) (πŸ“₯ 66M / month Β· πŸ“¦ 14K Β· ⏱️ 06.01.2024): ``` pip install wcwidth ``` -- [Conda](https://anaconda.org/conda-forge/wcwidth) (πŸ“₯ 24M Β· ⏱️ 08.01.2024): +- [Conda](https://anaconda.org/conda-forge/wcwidth) (πŸ“₯ 25M Β· ⏱️ 08.01.2024): ``` conda install -c conda-forge wcwidth ``` @@ -2257,18 +2231,18 @@ _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“₯ 1.6M / month Β· πŸ“¦ 420 Β· ⏱️ 08.09.2023): +- [PyPi](https://pypi.org/project/questionary) (πŸ“₯ 1.7M / month Β· πŸ“¦ 420 Β· ⏱️ 08.09.2023): ``` pip install questionary ``` -- [Conda](https://anaconda.org/conda-forge/questionary) (πŸ“₯ 71K Β· ⏱️ 10.09.2023): +- [Conda](https://anaconda.org/conda-forge/questionary) (πŸ“₯ 72K Β· ⏱️ 10.09.2023): ``` conda install -c conda-forge questionary ```
asciimatics (πŸ₯‰29 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“¦ 980 Β· πŸ“‹ 300 - 7% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/peterbrittain/asciimatics) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 240 Β· πŸ“¦ 990 Β· πŸ“‹ 300 - 7% open Β· ⏱️ 24.04.2024): ``` git clone https://github.com/peterbrittain/asciimatics @@ -2305,12 +2279,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/jazzband/docopt-ng ``` -- [PyPi](https://pypi.org/project/docopt-ng) (πŸ“₯ 150K / month Β· πŸ“¦ 44 Β· ⏱️ 30.05.2023): +- [PyPi](https://pypi.org/project/docopt-ng) (πŸ“₯ 170K / month Β· πŸ“¦ 44 Β· ⏱️ 30.05.2023): ``` pip install docopt-ng ```
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colout (πŸ₯‰17 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”€ 58 Β· πŸ“¦ 6 Β· πŸ“‹ 72 - 19% open Β· ⏱️ 29.01.2024): @@ -2343,14 +2317,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
cachetools (πŸ₯‡34 Β· ⭐ 2.1K) - Extensible memoizing collections and decorators. MIT +
cachetools (πŸ₯‡36 Β· ⭐ 2.1K Β· πŸ“ˆ) - Extensible memoizing collections and decorators. MIT -- [GitHub](https://github.com/tkem/cachetools) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 160 Β· πŸ“‹ 240 - 4% open Β· ⏱️ 01.04.2024): +- [GitHub](https://github.com/tkem/cachetools) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 160 Β· πŸ“‹ 240 - 4% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/tkem/cachetools ``` -- [PyPi](https://pypi.org/project/cachetools) (πŸ“₯ 130M / month Β· πŸ“¦ 3.7K Β· ⏱️ 26.02.2024): +- [PyPi](https://pypi.org/project/cachetools) (πŸ“₯ 130M / month Β· πŸ“¦ 27K Β· ⏱️ 26.02.2024): ``` pip install cachetools ``` @@ -2361,12 +2335,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
aiocache (πŸ₯ˆ30 Β· ⭐ 1K) - Asyncio cache manager for redis, memcached and memory. BSD-3 -- [GitHub](https://github.com/aio-libs/aiocache) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 140 Β· πŸ“₯ 16 Β· πŸ“¦ 2.2K Β· πŸ“‹ 290 - 12% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/aio-libs/aiocache) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 140 Β· πŸ“₯ 16 Β· πŸ“¦ 2.2K Β· πŸ“‹ 290 - 12% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/aio-libs/aiocache ``` -- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 590K / month Β· πŸ“¦ 140 Β· ⏱️ 06.08.2023): +- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 600K / month Β· πŸ“¦ 140 Β· ⏱️ 06.08.2023): ``` pip install aiocache ``` @@ -2378,7 +2352,7 @@ _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· ⏱️ 11.04.2024): +- [PyPi](https://pypi.org/project/beaker) (πŸ“₯ 260K / month Β· πŸ“¦ 1.4K Β· ⏱️ 11.04.2024): ``` pip install beaker ``` @@ -2389,24 +2363,24 @@ _General-purpose data containers as well as utilities & extensions for pandas._
cachier (πŸ₯‰27 Β· ⭐ 510) - Persistent, stale-free, local and cross-machine caching for Python.. MIT -- [GitHub](https://github.com/python-cachier/cachier) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 59 Β· πŸ“₯ 17 Β· πŸ“¦ 450 Β· πŸ“‹ 79 - 25% open Β· ⏱️ 10.04.2024): +- [GitHub](https://github.com/python-cachier/cachier) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 59 Β· πŸ“₯ 17 Β· πŸ“¦ 460 Β· πŸ“‹ 80 - 26% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/shaypal5/cachier ``` -- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 82K / month Β· πŸ“¦ 31 Β· ⏱️ 26.02.2024): +- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 86K / month Β· πŸ“¦ 31 Β· ⏱️ 26.02.2024): ``` pip install cachier ```
-
pylibmc (πŸ₯‰27 Β· ⭐ 480) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3 +
pylibmc (πŸ₯‰27 Β· ⭐ 480 Β· πŸ’€) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3 -- [GitHub](https://github.com/lericson/pylibmc) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 130 Β· πŸ“₯ 590 Β· πŸ“¦ 5K Β· πŸ“‹ 190 - 11% open Β· ⏱️ 11.10.2023): +- [GitHub](https://github.com/lericson/pylibmc) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 130 Β· πŸ“₯ 600 Β· πŸ“¦ 5K Β· πŸ“‹ 190 - 11% open Β· ⏱️ 11.10.2023): ``` git clone https://github.com/lericson/pylibmc ``` -- [PyPi](https://pypi.org/project/pylibmc) (πŸ“₯ 300K / month Β· πŸ“¦ 2.4K Β· ⏱️ 30.08.2022): +- [PyPi](https://pypi.org/project/pylibmc) (πŸ“₯ 290K / month Β· πŸ“¦ 2.4K Β· ⏱️ 30.08.2022): ``` pip install pylibmc ``` @@ -2427,18 +2401,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ πŸ”— best-of-web-python - Web UI ( ⭐ 2.2K) - Collection of libraries to implement web-based UIs. -
kivy (πŸ₯‡40 Β· ⭐ 17K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT +
kivy (πŸ₯‡41 Β· ⭐ 17K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT -- [GitHub](https://github.com/kivy/kivy) (πŸ‘¨β€πŸ’» 620 Β· πŸ”€ 3.1K Β· πŸ“₯ 36K Β· πŸ“¦ 13K Β· πŸ“‹ 5K - 14% open Β· ⏱️ 22.04.2024): +- [GitHub](https://github.com/kivy/kivy) (πŸ‘¨β€πŸ’» 620 Β· πŸ”€ 3K Β· πŸ“₯ 37K Β· πŸ“¦ 13K Β· πŸ“‹ 5.1K - 15% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/kivy/kivy ``` -- [PyPi](https://pypi.org/project/kivy) (πŸ“₯ 160K / month Β· πŸ“¦ 630 Β· ⏱️ 05.01.2024): +- [PyPi](https://pypi.org/project/kivy) (πŸ“₯ 160K / month Β· πŸ“¦ 310 Β· ⏱️ 05.01.2024): ``` pip install kivy ``` -- [Conda](https://anaconda.org/conda-forge/kivy) (πŸ“₯ 340K Β· ⏱️ 08.04.2024): +- [Conda](https://anaconda.org/conda-forge/kivy) (πŸ“₯ 350K Β· ⏱️ 08.04.2024): ``` conda install -c conda-forge kivy ``` @@ -2450,23 +2424,23 @@ _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“₯ 41K / month Β· πŸ“¦ 57 Β· ⏱️ 15.03.2024): +- [PyPi](https://pypi.org/project/dearpygui) (πŸ“₯ 42K / month Β· πŸ“¦ 57 Β· ⏱️ 15.03.2024): ``` pip install dearpygui ```
toga (πŸ₯ˆ32 Β· ⭐ 4.1K) - A Python native, OS native GUI toolkit. BSD-3 -- [GitHub](https://github.com/beeware/toga) (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 680 Β· πŸ“₯ 2.9K Β· πŸ“¦ 3 Β· πŸ“‹ 860 - 18% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/beeware/toga) (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 680 Β· πŸ“₯ 2.9K Β· πŸ“¦ 3 Β· πŸ“‹ 860 - 18% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/beeware/toga ``` -- [PyPi](https://pypi.org/project/toga) (πŸ“₯ 4.1K / month Β· πŸ“¦ 36 Β· ⏱️ 06.02.2024): +- [PyPi](https://pypi.org/project/toga) (πŸ“₯ 4.9K / month Β· πŸ“¦ 23 Β· ⏱️ 06.02.2024): ``` pip install toga ``` -- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 6 / month Β· πŸ“¦ 3 Β· ⏱️ 23.04.2017): +- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 17 / month Β· πŸ“¦ 3 Β· ⏱️ 23.04.2017): ``` npm install @pybee/toga ``` @@ -2491,9 +2465,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._ - PySimpleGUI (πŸ₯ˆ35 Β· ⭐ 13K) - PySimpleGUI is a Python package that enables Python.. ❗Unlicensed - Eel (πŸ₯‰31 Β· ⭐ 6.2K Β· πŸ’€) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT -- Gooey (πŸ₯‰30 Β· ⭐ 20K Β· πŸ’€) - Turn (almost) any Python command line program into a full GUI.. MIT -- Phoenix (πŸ₯‰26 Β· ⭐ 2.2K) - wxPythons Project Phoenix. A new implementation of wxPython,.. ❗️wxWindows -- enaml (πŸ₯‰26 Β· ⭐ 1.5K) - Declarative User Interfaces for Python. ❗Unlicensed +- Gooey (πŸ₯‰29 Β· ⭐ 20K Β· πŸ’€) - Turn (almost) any Python command line program into a full GUI.. MIT +- enaml (πŸ₯‰25 Β· ⭐ 1.5K) - Declarative User Interfaces for Python. ❗Unlicensed +- Phoenix (πŸ₯‰24 Β· ⭐ 2.2K Β· πŸ“‰) - wxPythons Project Phoenix. A new implementation of wxPython,.. ❗️wxWindows

@@ -2503,14 +2477,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ πŸ”— best-of-ml-python - Computer Vision ( ⭐ 15K) - Collection of computer vision and image processing.. -
Pipeless (πŸ₯‡19 Β· ⭐ 650) - An open-source framework to create and deploy computer vision.. Apache-2 +
Pipeless (πŸ₯‡18 Β· ⭐ 650) - 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”€ 30 Β· πŸ“₯ 910 Β· πŸ“‹ 25 - 28% open Β· ⏱️ 19.04.2024): +- [GitHub](https://github.com/pipeless-ai/pipeless) (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 31 Β· πŸ“₯ 930 Β· πŸ“‹ 26 - 26% open Β· ⏱️ 30.04.2024): ``` git clone https://github.com/pipeless-ai/pipeless ``` -- [PyPi](https://pypi.org/project/pipeless-ai) (πŸ“₯ 92 / month Β· πŸ“¦ 2 Β· ⏱️ 02.11.2023): +- [PyPi](https://pypi.org/project/pipeless-ai) (πŸ“₯ 120 / month Β· πŸ“¦ 2 Β· ⏱️ 02.11.2023): ``` pip install pipeless-ai ``` @@ -2533,12 +2507,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
emoji (πŸ₯‡36 Β· ⭐ 1.8K) - emoji terminal output for Python. BSD-3 -- [GitHub](https://github.com/carpedm20/emoji) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 270 Β· πŸ“¦ 69K Β· πŸ“‹ 160 - 9% open Β· ⏱️ 21.04.2024): +- [GitHub](https://github.com/carpedm20/emoji) (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 270 Β· πŸ“¦ 70K Β· πŸ“‹ 170 - 9% open Β· ⏱️ 27.04.2024): ``` git clone https://github.com/carpedm20/emoji ``` -- [PyPi](https://pypi.org/project/emoji) (πŸ“₯ 3.4M / month Β· πŸ“¦ 1.6K Β· ⏱️ 21.04.2024): +- [PyPi](https://pypi.org/project/emoji) (πŸ“₯ 3.5M / month Β· πŸ“¦ 5.8K Β· ⏱️ 21.04.2024): ``` pip install emoji ``` @@ -2554,7 +2528,7 @@ _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“₯ 6.3M / month Β· πŸ“¦ 1.5K Β· ⏱️ 19.04.2024): +- [PyPi](https://pypi.org/project/phonenumbers) (πŸ“₯ 6.4M / month Β· πŸ“¦ 1.5K Β· ⏱️ 19.04.2024): ``` pip install phonenumbers ``` @@ -2579,14 +2553,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge python-slugify ```
-
inflect (πŸ₯ˆ34 Β· ⭐ 920 Β· πŸ“ˆ) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT +
inflect (πŸ₯ˆ34 Β· ⭐ 920) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT - [GitHub](https://github.com/jaraco/inflect) (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 99 Β· πŸ“¦ 21K Β· πŸ“‹ 120 - 23% open Β· ⏱️ 24.04.2024): ``` git clone https://github.com/jaraco/inflect ``` -- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 5.5M / month Β· πŸ“¦ 1.1K Β· ⏱️ 23.04.2024): +- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 5.7M / month Β· πŸ“¦ 1.1K Β· ⏱️ 23.04.2024): ``` pip install inflect ``` @@ -2602,7 +2576,7 @@ _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“₯ 65M / month Β· πŸ“¦ 40K Β· ⏱️ 01.08.2023): +- [PyPi](https://pypi.org/project/chardet) (πŸ“₯ 66M / month Β· πŸ“¦ 40K Β· ⏱️ 01.08.2023): ``` pip install chardet ``` @@ -2610,14 +2584,14 @@ _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“₯ 70 / month Β· πŸ“¦ 4 Β· ⏱️ 20.08.2017): +- [npm](https://www.npmjs.com/package/@pypi/chardet) (πŸ“₯ 71 / month Β· πŸ“¦ 4 Β· ⏱️ 20.08.2017): ``` npm install @pypi/chardet ```
pyahocorasick (πŸ₯‰30 Β· ⭐ 890) - Python module (C extension and plain python) implementing Aho-.. BSD-3 -- [GitHub](https://github.com/WojciechMula/pyahocorasick) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 120 Β· πŸ“₯ 31 Β· πŸ“¦ 2.7K Β· πŸ“‹ 130 - 18% open Β· ⏱️ 21.03.2024): +- [GitHub](https://github.com/WojciechMula/pyahocorasick) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 120 Β· πŸ“₯ 33 Β· πŸ“¦ 2.7K Β· πŸ“‹ 130 - 18% open Β· ⏱️ 21.03.2024): ``` git clone https://github.com/WojciechMula/pyahocorasick @@ -2626,26 +2600,26 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install pyahocorasick ``` -- [Conda](https://anaconda.org/conda-forge/pyahocorasick) (πŸ“₯ 210K Β· ⏱️ 21.03.2024): +- [Conda](https://anaconda.org/conda-forge/pyahocorasick) (πŸ“₯ 220K Β· ⏱️ 21.03.2024): ``` conda install -c conda-forge pyahocorasick ```
-
price-parser (πŸ₯‰21 Β· ⭐ 300) - Extract price amount and currency symbol from a raw text string. BSD-3 +
price-parser (πŸ₯‰21 Β· ⭐ 300 Β· πŸ’€) - Extract price amount and currency symbol from a raw text.. BSD-3 - [GitHub](https://github.com/scrapinghub/price-parser) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 48 Β· πŸ“¦ 420 Β· πŸ“‹ 38 - 65% open Β· ⏱️ 17.10.2023): ``` git clone https://github.com/scrapinghub/price-parser ``` -- [PyPi](https://pypi.org/project/price-parser) (πŸ“₯ 94K / month Β· πŸ“¦ 19 Β· ⏱️ 25.11.2020): +- [PyPi](https://pypi.org/project/price-parser) (πŸ“₯ 96K / month Β· πŸ“¦ 19 Β· ⏱️ 25.11.2020): ``` pip install price-parser ```
Show 4 hidden projects... -- humanize (πŸ₯‰31 Β· ⭐ 1.7K Β· πŸ’€) - python humanize functions. MIT +- humanize (πŸ₯‰30 Β· ⭐ 1.7K Β· πŸ’€) - python humanize functions. MIT - coolname (πŸ₯‰22 Β· ⭐ 130 Β· πŸ’€) - Random Name and Slug Generator. BSD-2 - awesome-slugify (πŸ₯‰21 Β· ⭐ 480 Β· πŸ’€) - Python flexible slugify function. ❗️GPL-3.0 - millify (πŸ₯‰15 Β· ⭐ 81 Β· πŸ’€) - Convert long numbers into a human-readable format in Python. MIT @@ -2666,25 +2640,25 @@ _General-purpose data containers as well as utilities & extensions for pandas._ _Libraries for connecting to, operating, and querying databases._ -
boto3 (πŸ₯‡48 Β· ⭐ 8.7K) - AWS SDK for Python. Apache-2 +
boto3 (πŸ₯‡49 Β· ⭐ 8.7K) - AWS SDK for Python. Apache-2 -- [GitHub](https://github.com/boto/boto3) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.8K Β· πŸ“¦ 430K Β· πŸ“‹ 3.2K - 6% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/boto/boto3) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.8K Β· πŸ“¦ 430K Β· πŸ“‹ 3.2K - 6% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/boto/boto3 ``` -- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 1.3B / month Β· πŸ“¦ 19K Β· ⏱️ 24.04.2024): +- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 1.3B / month Β· πŸ“¦ 11K Β· ⏱️ 01.05.2024): ``` pip install boto3 ``` -- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 19M Β· ⏱️ 24.04.2024): +- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 19M Β· ⏱️ 01.05.2024): ``` conda install -c conda-forge boto3 ```
SQLAlchemy (πŸ₯‡45 Β· ⭐ 8.8K) - The Database Toolkit for Python. MIT -- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (πŸ‘¨β€πŸ’» 710 Β· πŸ”€ 1.3K Β· πŸ“₯ 48K Β· πŸ“¦ 760K Β· πŸ“‹ 7.8K - 2% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (πŸ‘¨β€πŸ’» 710 Β· πŸ”€ 1.3K Β· πŸ“₯ 48K Β· πŸ“¦ 770K Β· πŸ“‹ 7.8K - 3% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/sqlalchemy/sqlalchemy @@ -2716,12 +2690,12 @@ _Libraries for connecting to, operating, and querying databases._
azure-storage-blob (πŸ₯‡43 Β· ⭐ 4.3K) - This repository is for active development of the Azure SDK.. MIT -- [GitHub](https://github.com/Azure/azure-sdk-for-python) (πŸ‘¨β€πŸ’» 710 Β· πŸ”€ 2.7K Β· πŸ“¦ 2.5K Β· πŸ“‹ 9.6K - 10% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/Azure/azure-sdk-for-python) (πŸ‘¨β€πŸ’» 710 Β· πŸ”€ 2.7K Β· πŸ“¦ 2.5K Β· πŸ“‹ 9.7K - 10% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/Azure/azure-sdk-for-python ``` -- [PyPi](https://pypi.org/project/azure-storage-blob) (πŸ“₯ 48M / month Β· πŸ“¦ 780 Β· ⏱️ 16.04.2024): +- [PyPi](https://pypi.org/project/azure-storage-blob) (πŸ“₯ 49M / month Β· πŸ“¦ 860 Β· ⏱️ 16.04.2024): ``` pip install azure-storage-blob ``` @@ -2730,25 +2704,25 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge azure-storage-blob ```
-
google-cloud-storage (πŸ₯‡42 Β· ⭐ 4.6K) - Google Cloud Client Library for Python. Apache-2 +
google-cloud-storage (πŸ₯‡42 Β· ⭐ 4.7K) - Google Cloud Client Library for Python. Apache-2 -- [GitHub](https://github.com/googleapis/google-cloud-python) (πŸ‘¨β€πŸ’» 520 Β· πŸ”€ 1.5K Β· πŸ“‹ 3.8K - 2% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/googleapis/google-cloud-python) (πŸ‘¨β€πŸ’» 520 Β· πŸ”€ 1.5K Β· πŸ“‹ 3.8K - 2% open Β· ⏱️ 26.04.2024): ``` git clone https://github.com/googleapis/google-cloud-python ``` -- [PyPi](https://pypi.org/project/google-cloud-storage) (πŸ“₯ 68M / month Β· πŸ“¦ 2.1K Β· ⏱️ 18.03.2024): +- [PyPi](https://pypi.org/project/google-cloud-storage) (πŸ“₯ 70M / month Β· πŸ“¦ 2.1K Β· ⏱️ 18.03.2024): ``` pip install google-cloud-storage ``` -- [Conda](https://anaconda.org/conda-forge/google-cloud-storage) (πŸ“₯ 4.3M Β· ⏱️ 19.03.2024): +- [Conda](https://anaconda.org/conda-forge/google-cloud-storage) (πŸ“₯ 4.4M Β· ⏱️ 19.03.2024): ``` conda install -c conda-forge google-cloud-storage ```
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“¦ 29K Β· ⏱️ 23.04.2024): +- [GitHub](https://github.com/coleifer/peewee) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.4K Β· πŸ“¦ 29K Β· ⏱️ 26.04.2024): ``` git clone https://github.com/coleifer/peewee @@ -2764,7 +2738,7 @@ _Libraries for connecting to, operating, and querying databases._
elasticsearch (πŸ₯‡41 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“₯ 3.8K Β· πŸ“¦ 48K Β· πŸ“‹ 1.1K - 5% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/elastic/elasticsearch-py) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.2K Β· πŸ“₯ 3.8K Β· πŸ“¦ 48K Β· πŸ“‹ 1.1K - 5% open Β· ⏱️ 30.04.2024): ``` git clone https://github.com/elastic/elasticsearch-py @@ -2778,46 +2752,62 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge elasticsearch ```
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PyMySQL (πŸ₯ˆ39 Β· ⭐ 7.6K) - MySQL client library for Python. MIT +
MongoEngine (πŸ₯ˆ39 Β· ⭐ 4.2K) - A Python Object-Document-Mapper for working with MongoDB. MIT -- [GitHub](https://github.com/PyMySQL/PyMySQL) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.5K Β· πŸ“¦ 220K Β· πŸ“‹ 650 - 2% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/MongoEngine/mongoengine) (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 1.2K Β· πŸ“¦ 24K Β· πŸ“‹ 1.7K - 21% open Β· ⏱️ 10.03.2024): ``` - git clone https://github.com/PyMySQL/PyMySQL + git clone https://github.com/MongoEngine/mongoengine ``` -- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 44M / month Β· πŸ“¦ 680 Β· ⏱️ 26.06.2023): +- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 1.3M / month Β· πŸ“¦ 3.6K Β· ⏱️ 07.03.2024): ``` - pip install PyMySQL + pip install mongoengine ``` -- [Conda](https://anaconda.org/conda-forge/pymysql) (πŸ“₯ 1.4M Β· ⏱️ 26.06.2023): +- [Conda](https://anaconda.org/conda-forge/mongoengine) (πŸ“₯ 240K Β· ⏱️ 28.09.2023): ``` - conda install -c conda-forge pymysql + conda install -c conda-forge mongoengine ```
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MongoEngine (πŸ₯ˆ39 Β· ⭐ 4.2K) - A Python Object-Document-Mapper for working with MongoDB. MIT +
python-bigquery (πŸ₯ˆ39 Β· ⭐ 710) - Google BigQuery API client library. Apache-2 -- [GitHub](https://github.com/MongoEngine/mongoengine) (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 1.2K Β· πŸ“¦ 24K Β· πŸ“‹ 1.7K - 21% open Β· ⏱️ 10.03.2024): +- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 280 Β· πŸ“¦ 29K Β· πŸ“‹ 650 - 7% open Β· ⏱️ 19.04.2024): ``` - git clone https://github.com/MongoEngine/mongoengine + git clone https://github.com/googleapis/python-bigquery ``` -- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 1.2M / month Β· πŸ“¦ 3.6K Β· ⏱️ 07.03.2024): +- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 41M / month Β· πŸ“¦ 1.2K Β· ⏱️ 18.04.2024): ``` - pip install mongoengine + pip install google-cloud-bigquery ``` -- [Conda](https://anaconda.org/conda-forge/mongoengine) (πŸ“₯ 240K Β· ⏱️ 28.09.2023): +- [Conda](https://anaconda.org/conda-forge/google-cloud-bigquery) (πŸ“₯ 2.8M Β· ⏱️ 19.04.2024): ``` - conda install -c conda-forge mongoengine + conda install -c conda-forge google-cloud-bigquery ```
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pymongo (πŸ₯ˆ39 Β· ⭐ 4K) - PyMongo - the Official MongoDB Python driver. Apache-2 +
PyMySQL (πŸ₯ˆ38 Β· ⭐ 7.6K) - MySQL client library for Python. MIT -- [GitHub](https://github.com/mongodb/mongo-python-driver) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 1.1K Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/PyMySQL/PyMySQL) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.5K Β· πŸ“¦ 220K Β· πŸ“‹ 650 - 2% open Β· ⏱️ 26.03.2024): + + ``` + git clone https://github.com/PyMySQL/PyMySQL + ``` +- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 47M / month Β· πŸ“¦ 680 Β· ⏱️ 26.06.2023): + ``` + pip install PyMySQL + ``` +- [Conda](https://anaconda.org/conda-forge/pymysql) (πŸ“₯ 1.4M Β· ⏱️ 26.06.2023): + ``` + conda install -c conda-forge pymysql + ``` +
+
pymongo (πŸ₯ˆ38 Β· ⭐ 4.1K) - PyMongo - the Official MongoDB Python driver. Apache-2 + +- [GitHub](https://github.com/mongodb/mongo-python-driver) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 1.1K Β· ⏱️ 30.04.2024): ``` git clone https://github.com/mongodb/mongo-python-driver ``` -- [PyPi](https://pypi.org/project/pymongo) (πŸ“₯ 27M / month Β· πŸ“¦ 20K Β· ⏱️ 24.04.2024): +- [PyPi](https://pypi.org/project/pymongo) (πŸ“₯ 28M / month Β· πŸ“¦ 3.9K Β· ⏱️ 30.04.2024): ``` pip install pymongo ``` @@ -2826,20 +2816,20 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pymongo ```
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python-bigquery (πŸ₯ˆ39 Β· ⭐ 710) - Google BigQuery API client library. Apache-2 +
AWS Data Wrangler (πŸ₯ˆ38 Β· ⭐ 3.8K) - pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 -- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 280 Β· πŸ“¦ 28K Β· πŸ“‹ 650 - 7% open Β· ⏱️ 19.04.2024): +- [GitHub](https://github.com/aws/aws-sdk-pandas) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 670 Β· πŸ“₯ 240K Β· πŸ“¦ 1.6K Β· πŸ“‹ 1.1K - 2% open Β· ⏱️ 02.05.2024): ``` - git clone https://github.com/googleapis/python-bigquery + git clone https://github.com/awslabs/aws-data-wrangler ``` -- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 40M / month Β· πŸ“¦ 1.2K Β· ⏱️ 18.04.2024): +- [PyPi](https://pypi.org/project/awswrangler) (πŸ“₯ 44M / month Β· πŸ“¦ 67 Β· ⏱️ 22.04.2024): ``` - pip install google-cloud-bigquery + pip install awswrangler ``` -- [Conda](https://anaconda.org/conda-forge/google-cloud-bigquery) (πŸ“₯ 2.8M Β· ⏱️ 19.04.2024): +- [Conda](https://anaconda.org/conda-forge/awswrangler) (πŸ“₯ 480K Β· ⏱️ 22.04.2024): ``` - conda install -c conda-forge google-cloud-bigquery + conda install -c conda-forge awswrangler ```
alembic (πŸ₯ˆ38 Β· ⭐ 2.5K) - A database migrations tool for SQLAlchemy. MIT @@ -2849,11 +2839,11 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/sqlalchemy/alembic ``` -- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 36M / month Β· πŸ“¦ 12K Β· ⏱️ 20.12.2023): +- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 37M / month Β· πŸ“¦ 1.4K Β· ⏱️ 20.12.2023): ``` pip install alembic ``` -- [Conda](https://anaconda.org/conda-forge/alembic) (πŸ“₯ 4.4M Β· ⏱️ 13.01.2024): +- [Conda](https://anaconda.org/conda-forge/alembic) (πŸ“₯ 4.5M Β· ⏱️ 13.01.2024): ``` conda install -c conda-forge alembic ``` @@ -2876,44 +2866,28 @@ _Libraries for connecting to, operating, and querying databases._
Ibis (πŸ₯ˆ37 Β· ⭐ 4.2K) - the portable Python dataframe library. Apache-2 -- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 290 Β· πŸ”€ 520 Β· πŸ“₯ 120 Β· πŸ“¦ 1.4K Β· πŸ“‹ 2.8K - 8% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 290 Β· πŸ”€ 520 Β· πŸ“₯ 120 Β· πŸ“¦ 1.4K Β· πŸ“‹ 2.8K - 8% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/ibis-project/ibis ``` -- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 180K / month Β· πŸ“¦ 61 Β· ⏱️ 21.04.2024): +- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 190K / month Β· πŸ“¦ 480 Β· ⏱️ 30.04.2024): ``` pip install ibis-framework ``` -- [Conda](https://anaconda.org/conda-forge/ibis-framework) (πŸ“₯ 330K Β· ⏱️ 06.02.2024): +- [Conda](https://anaconda.org/conda-forge/ibis-framework) (πŸ“₯ 330K Β· ⏱️ 01.05.2024): ``` conda install -c conda-forge ibis-framework ```
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AWS Data Wrangler (πŸ₯ˆ37 Β· ⭐ 3.8K) - pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 - -- [GitHub](https://github.com/aws/aws-sdk-pandas) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 670 Β· πŸ“₯ 230K Β· πŸ“¦ 1.5K Β· πŸ“‹ 1.1K - 2% open Β· ⏱️ 22.04.2024): - - ``` - git clone https://github.com/awslabs/aws-data-wrangler - ``` -- [PyPi](https://pypi.org/project/awswrangler) (πŸ“₯ 43M / month Β· πŸ“¦ 67 Β· ⏱️ 22.04.2024): - ``` - pip install awswrangler - ``` -- [Conda](https://anaconda.org/conda-forge/awswrangler) (πŸ“₯ 480K Β· ⏱️ 22.04.2024): - ``` - conda install -c conda-forge awswrangler - ``` -
Elasticsearch DSL (πŸ₯ˆ37 Β· ⭐ 3.8K) - High level Python client for Elasticsearch. Apache-2 -- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 800 Β· πŸ“₯ 200 Β· πŸ“¦ 10K Β· πŸ“‹ 1.4K - 10% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 800 Β· πŸ“₯ 200 Β· πŸ“¦ 10K Β· πŸ“‹ 1.3K - 3% open Β· ⏱️ 30.04.2024): ``` git clone https://github.com/elastic/elasticsearch-dsl-py ``` -- [PyPi](https://pypi.org/project/elasticsearch-dsl) (πŸ“₯ 4.4M / month Β· πŸ“¦ 990 Β· ⏱️ 03.04.2024): +- [PyPi](https://pypi.org/project/elasticsearch-dsl) (πŸ“₯ 4.4M / month Β· πŸ“¦ 990 Β· ⏱️ 30.04.2024): ``` pip install elasticsearch-dsl ``` @@ -2924,53 +2898,37 @@ _Libraries for connecting to, operating, and querying databases._
sqlmodel (πŸ₯ˆ36 Β· ⭐ 13K) - SQL databases in Python, designed for simplicity, compatibility, and.. MIT pydantic -- [GitHub](https://github.com/tiangolo/sqlmodel) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 580 Β· πŸ“¦ 11K Β· πŸ“‹ 390 - 60% open Β· ⏱️ 08.04.2024): +- [GitHub](https://github.com/tiangolo/sqlmodel) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 580 Β· πŸ“¦ 12K Β· πŸ“‹ 380 - 59% open Β· ⏱️ 30.04.2024): ``` git clone https://github.com/tiangolo/sqlmodel ``` -- [PyPi](https://pypi.org/project/sqlmodel) (πŸ“₯ 1.2M / month Β· πŸ“¦ 230 Β· ⏱️ 17.02.2024): +- [PyPi](https://pypi.org/project/sqlmodel) (πŸ“₯ 1.2M / month Β· πŸ“¦ 230 Β· ⏱️ 30.04.2024): ``` pip install sqlmodel ``` -- [Conda](https://anaconda.org/conda-forge/sqlmodel) (πŸ“₯ 29K Β· ⏱️ 04.12.2023): +- [Conda](https://anaconda.org/conda-forge/sqlmodel) (πŸ“₯ 29K Β· ⏱️ 30.04.2024): ``` conda install -c conda-forge sqlmodel ```
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mysqlclient (πŸ₯ˆ36 Β· ⭐ 2.4K) - MySQL database connector for Python (with Python 3 support). ❗️GPL-2.0 - -- [GitHub](https://github.com/PyMySQL/mysqlclient) (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 470 Β· πŸ“₯ 5.3K Β· πŸ“¦ 160K Β· πŸ“‹ 340 - 2% open Β· ⏱️ 08.02.2024): - - ``` - git clone https://github.com/PyMySQL/mysqlclient - ``` -- [PyPi](https://pypi.org/project/mysqlclient) (πŸ“₯ 6.2M / month Β· πŸ“¦ 7.3K Β· ⏱️ 08.02.2024): - ``` - pip install mysqlclient - ``` -- [Conda](https://anaconda.org/conda-forge/mysqlclient) (πŸ“₯ 350K Β· ⏱️ 10.03.2024): - ``` - conda install -c conda-forge mysqlclient - ``` -
SQLAlchemy-Utils (πŸ₯ˆ36 Β· ⭐ 1.2K) - Various utility functions and datatypes for SQLAlchemy. BSD-3 -- [GitHub](https://github.com/kvesteri/sqlalchemy-utils) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 320 Β· πŸ“¦ 29K Β· πŸ“‹ 440 - 45% open Β· ⏱️ 22.03.2024): +- [GitHub](https://github.com/kvesteri/sqlalchemy-utils) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 320 Β· πŸ“¦ 30K Β· πŸ“‹ 440 - 45% open Β· ⏱️ 22.03.2024): ``` git clone https://github.com/kvesteri/sqlalchemy-utils ``` -- [PyPi](https://pypi.org/project/sqlalchemy-utils) (πŸ“₯ 6.4M / month Β· πŸ“¦ 2.2K Β· ⏱️ 24.03.2024): +- [PyPi](https://pypi.org/project/sqlalchemy-utils) (πŸ“₯ 6.5M / month Β· πŸ“¦ 2.2K Β· ⏱️ 24.03.2024): ``` pip install sqlalchemy-utils ``` -- [Conda](https://anaconda.org/conda-forge/sqlalchemy-utils) (πŸ“₯ 560K Β· ⏱️ 24.03.2024): +- [Conda](https://anaconda.org/conda-forge/sqlalchemy-utils) (πŸ“₯ 570K Β· ⏱️ 24.03.2024): ``` conda install -c conda-forge sqlalchemy-utils ```
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s3fs (πŸ₯ˆ36 Β· ⭐ 810) - S3 Filesystem. BSD-3 +
s3fs (πŸ₯ˆ36 Β· ⭐ 820) - S3 Filesystem. BSD-3 - [GitHub](https://github.com/fsspec/s3fs) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 260 Β· πŸ“¦ 18K Β· πŸ“‹ 460 - 28% open Β· ⏱️ 12.04.2024): @@ -2986,6 +2944,22 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge s3fs ```
+
mysqlclient (πŸ₯ˆ35 Β· ⭐ 2.4K) - MySQL database connector for Python (with Python 3 support). ❗️GPL-2.0 + +- [GitHub](https://github.com/PyMySQL/mysqlclient) (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 470 Β· πŸ“₯ 5.3K Β· πŸ“¦ 160K Β· πŸ“‹ 340 - 2% open Β· ⏱️ 08.02.2024): + + ``` + git clone https://github.com/PyMySQL/mysqlclient + ``` +- [PyPi](https://pypi.org/project/mysqlclient) (πŸ“₯ 6.5M / month Β· πŸ“¦ 7.3K Β· ⏱️ 08.02.2024): + ``` + pip install mysqlclient + ``` +- [Conda](https://anaconda.org/conda-forge/mysqlclient) (πŸ“₯ 350K Β· ⏱️ 10.03.2024): + ``` + conda install -c conda-forge mysqlclient + ``` +
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’» 52 Β· πŸ”€ 210 Β· πŸ“¦ 88K Β· ⏱️ 19.04.2024): @@ -2993,23 +2967,39 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/mongodb/motor ``` -- [PyPi](https://pypi.org/project/motor) (πŸ“₯ 1.7M / month Β· πŸ“¦ 1.2K Β· ⏱️ 26.03.2024): +- [PyPi](https://pypi.org/project/motor) (πŸ“₯ 1.7M / month Β· πŸ“¦ 1.2K Β· ⏱️ 26.03.2024): + ``` + pip install motor + ``` +- [Conda](https://anaconda.org/conda-forge/motor) (πŸ“₯ 66K Β· ⏱️ 26.03.2024): + ``` + conda install -c conda-forge motor + ``` +
+
tortoise-orm (πŸ₯ˆ34 Β· ⭐ 4.2K Β· πŸ“ˆ) - Familiar asyncio ORM for python, built with relations in.. Apache-2 + +- [GitHub](https://github.com/tortoise/tortoise-orm) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 350 Β· πŸ“₯ 13 Β· πŸ“¦ 7.6K Β· πŸ“‹ 1.1K - 52% open Β· ⏱️ 29.04.2024): + + ``` + git clone https://github.com/tortoise/tortoise-orm + ``` +- [PyPi](https://pypi.org/project/tortoise-orm) (πŸ“₯ 130K / month Β· πŸ“¦ 110 Β· ⏱️ 26.04.2024): ``` - pip install motor + pip install tortoise-orm ``` -- [Conda](https://anaconda.org/conda-forge/motor) (πŸ“₯ 66K Β· ⏱️ 26.03.2024): +- [Conda](https://anaconda.org/conda-forge/tortoise-orm) (πŸ“₯ 17K Β· ⏱️ 26.04.2024): ``` - conda install -c conda-forge motor + conda install -c conda-forge tortoise-orm ```
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Prometheus Client (πŸ₯ˆ34 Β· ⭐ 3.8K Β· πŸ“‰) - Prometheus instrumentation library for Python.. Apache-2 +
Prometheus Client (πŸ₯ˆ34 Β· ⭐ 3.8K) - Prometheus instrumentation library for Python.. Apache-2 - [GitHub](https://github.com/prometheus/client_python) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 820 Β· πŸ“‹ 530 - 17% open Β· ⏱️ 16.04.2024): ``` git clone https://github.com/prometheus/client_python ``` -- [PyPi](https://pypi.org/project/prometheus_client) (πŸ“₯ 34M / month Β· πŸ“¦ 900 Β· ⏱️ 14.02.2024): +- [PyPi](https://pypi.org/project/prometheus_client) (πŸ“₯ 35M / month Β· πŸ“¦ 900 Β· ⏱️ 14.02.2024): ``` pip install prometheus_client ``` @@ -3025,7 +3015,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/encode/databases ``` -- [PyPi](https://pypi.org/project/databases) (πŸ“₯ 490K / month Β· πŸ“¦ 120 Β· ⏱️ 01.03.2024): +- [PyPi](https://pypi.org/project/databases) (πŸ“₯ 520K / month Β· πŸ“¦ 120 Β· ⏱️ 01.03.2024): ``` pip install databases ``` @@ -3034,53 +3024,69 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge databases ```
+
PyPika (πŸ₯ˆ34 Β· ⭐ 2.4K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2 + +- [GitHub](https://github.com/kayak/pypika) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 280 Β· πŸ“¦ 21K Β· πŸ“‹ 470 - 44% open Β· ⏱️ 26.04.2024): + + ``` + git clone https://github.com/kayak/pypika + ``` +- [PyPi](https://pypi.org/project/pypika) (πŸ“₯ 2.8M / month Β· πŸ“¦ 120 Β· ⏱️ 15.03.2022): + ``` + pip install pypika + ``` +- [Conda](https://anaconda.org/conda-forge/pypika) (πŸ“₯ 13K Β· ⏱️ 16.06.2023): + ``` + conda install -c conda-forge pypika + ``` +
libcloud (πŸ₯ˆ34 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”€ 920 Β· πŸ“‹ 220 - 42% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/apache/libcloud) (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 920 Β· πŸ“‹ 220 - 42% open Β· ⏱️ 27.04.2024): ``` git clone https://github.com/apache/libcloud ``` -- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 240K / month Β· πŸ“¦ 860 Β· ⏱️ 10.08.2023): +- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 230K / month Β· πŸ“¦ 860 Β· ⏱️ 10.08.2023): ``` pip install apache-libcloud ```
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s3transfer (πŸ₯ˆ34 Β· ⭐ 200) - Amazon S3 Transfer Manager for Python. Apache-2 +
minio (πŸ₯ˆ34 Β· ⭐ 770) - MinIO Client SDK for Python. Apache-2 -- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 130 Β· πŸ“¦ 280K Β· πŸ“‹ 86 - 58% open Β· ⏱️ 02.04.2024): +- [GitHub](https://github.com/minio/minio-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 310 Β· πŸ“¦ 7.3K Β· πŸ“‹ 550 - 1% open Β· ⏱️ 30.04.2024): ``` - git clone https://github.com/boto/s3transfer + git clone https://github.com/minio/minio-py ``` -- [PyPi](https://pypi.org/project/s3transfer) (πŸ“₯ 330M / month Β· πŸ“¦ 4.4K Β· ⏱️ 14.03.2024): +- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 2.3M / month Β· πŸ“¦ 4K Β· ⏱️ 30.04.2024): ``` - pip install s3transfer + pip install minio ``` -- [Conda](https://anaconda.org/conda-forge/s3transfer) (πŸ“₯ 18M Β· ⏱️ 15.03.2024): +- [Conda](https://anaconda.org/conda-forge/minio) (πŸ“₯ 160K Β· ⏱️ 01.05.2024): ``` - conda install -c conda-forge s3transfer + conda install -c conda-forge minio ```
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PyPika (πŸ₯‰33 Β· ⭐ 2.4K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2 +
s3transfer (πŸ₯ˆ34 Β· ⭐ 200) - Amazon S3 Transfer Manager for Python. Apache-2 -- [GitHub](https://github.com/kayak/pypika) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 280 Β· πŸ“¦ 20K Β· πŸ“‹ 460 - 44% open Β· ⏱️ 17.04.2024): +- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 130 Β· πŸ“¦ 280K Β· πŸ“‹ 86 - 58% open Β· ⏱️ 02.04.2024): ``` - git clone https://github.com/kayak/pypika + git clone https://github.com/boto/s3transfer ``` -- [PyPi](https://pypi.org/project/pypika) (πŸ“₯ 2.8M / month Β· πŸ“¦ 120 Β· ⏱️ 15.03.2022): +- [PyPi](https://pypi.org/project/s3transfer) (πŸ“₯ 330M / month Β· πŸ“¦ 4.4K Β· ⏱️ 14.03.2024): ``` - pip install pypika + pip install s3transfer ``` -- [Conda](https://anaconda.org/conda-forge/pypika) (πŸ“₯ 12K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/s3transfer) (πŸ“₯ 18M Β· ⏱️ 15.03.2024): ``` - conda install -c conda-forge pypika + conda install -c conda-forge s3transfer ```
Cassandra Driver (πŸ₯‰33 Β· ⭐ 1.4K) - DataStax Python Driver for Apache Cassandra. Apache-2 -- [GitHub](https://github.com/datastax/python-driver) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 530 Β· πŸ“¦ 6.7K Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/datastax/python-driver) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 530 Β· πŸ“¦ 6.8K Β· ⏱️ 01.05.2024): ``` git clone https://github.com/datastax/python-driver @@ -3096,44 +3102,28 @@ _Libraries for connecting to, operating, and querying databases._
neo4j-driver (πŸ₯‰33 Β· ⭐ 860) - Neo4j Bolt driver for Python. Apache-2 -- [GitHub](https://github.com/neo4j/neo4j-python-driver) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 190 Β· πŸ“¦ 8.9K Β· πŸ“‹ 240 - 1% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/neo4j/neo4j-python-driver) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 190 Β· πŸ“¦ 9K Β· πŸ“‹ 240 - 0% open Β· ⏱️ 26.04.2024): ``` git clone https://github.com/neo4j/neo4j-python-driver ``` -- [PyPi](https://pypi.org/project/neo4j-driver) (πŸ“₯ 130K / month Β· πŸ“¦ 230 Β· ⏱️ 02.04.2024): +- [PyPi](https://pypi.org/project/neo4j-driver) (πŸ“₯ 130K / month Β· πŸ“¦ 520 Β· ⏱️ 26.04.2024): ``` pip install neo4j-driver ``` -- [Conda](https://anaconda.org/conda-forge/neo4j-python-driver) (πŸ“₯ 200K Β· ⏱️ 02.04.2024): +- [Conda](https://anaconda.org/conda-forge/neo4j-python-driver) (πŸ“₯ 200K Β· ⏱️ 26.04.2024): ``` conda install -c conda-forge neo4j-python-driver ```
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minio (πŸ₯‰33 Β· ⭐ 770) - MinIO Client SDK for Python. Apache-2 - -- [GitHub](https://github.com/minio/minio-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 310 Β· πŸ“¦ 7.2K Β· πŸ“‹ 550 - 1% open Β· ⏱️ 22.03.2024): - - ``` - git clone https://github.com/minio/minio-py - ``` -- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 2.2M / month Β· πŸ“¦ 520 Β· ⏱️ 02.03.2024): - ``` - pip install minio - ``` -- [Conda](https://anaconda.org/conda-forge/minio) (πŸ“₯ 160K Β· ⏱️ 03.03.2024): - ``` - conda install -c conda-forge minio - ``` -
pandas-gbq (πŸ₯‰33 Β· ⭐ 420) - Google BigQuery connector for pandas. BSD-3 -- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 120 Β· πŸ“₯ 350 Β· πŸ“¦ 9.8K Β· πŸ“‹ 340 - 10% open Β· ⏱️ 12.04.2024): +- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 120 Β· πŸ“₯ 350 Β· πŸ“¦ 9.9K Β· πŸ“‹ 340 - 10% open Β· ⏱️ 12.04.2024): ``` git clone https://github.com/googleapis/python-bigquery-pandas ``` -- [PyPi](https://pypi.org/project/pandas-gbq) (πŸ“₯ 12M / month Β· πŸ“¦ 340 Β· ⏱️ 07.03.2024): +- [PyPi](https://pypi.org/project/pandas-gbq) (πŸ“₯ 13M / month Β· πŸ“¦ 340 Β· ⏱️ 07.03.2024): ``` pip install pandas-gbq ``` @@ -3149,7 +3139,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/kennethreitz/records ``` -- [PyPi](https://pypi.org/project/records) (πŸ“₯ 210K / month Β· πŸ“¦ 180 Β· ⏱️ 29.03.2024): +- [PyPi](https://pypi.org/project/records) (πŸ“₯ 200K / month Β· πŸ“¦ 180 Β· ⏱️ 29.03.2024): ``` pip install records ``` @@ -3158,30 +3148,14 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge records ```
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tortoise-orm (πŸ₯‰32 Β· ⭐ 4.2K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2 - -- [GitHub](https://github.com/tortoise/tortoise-orm) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 340 Β· πŸ“₯ 13 Β· πŸ“¦ 7.5K Β· πŸ“‹ 1K - 49% open Β· ⏱️ 25.04.2024): - - ``` - git clone https://github.com/tortoise/tortoise-orm - ``` -- [PyPi](https://pypi.org/project/tortoise-orm) (πŸ“₯ 130K / month Β· πŸ“¦ 100 Β· ⏱️ 11.08.2023): - ``` - pip install tortoise-orm - ``` -- [Conda](https://anaconda.org/conda-forge/tortoise-orm) (πŸ“₯ 17K Β· ⏱️ 11.08.2023): - ``` - conda install -c conda-forge tortoise-orm - ``` -
Pony (πŸ₯‰32 Β· ⭐ 3.5K Β· πŸ’€) - Pony Object Relational Mapper. Apache-2 -- [GitHub](https://github.com/ponyorm/pony) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 240 Β· πŸ“₯ 97 Β· πŸ“¦ 4K Β· πŸ“‹ 650 - 48% open Β· ⏱️ 25.09.2023): +- [GitHub](https://github.com/ponyorm/pony) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 240 Β· πŸ“₯ 100 Β· πŸ“¦ 4K Β· πŸ“‹ 650 - 48% open Β· ⏱️ 25.09.2023): ``` git clone https://github.com/ponyorm/pony ``` -- [PyPi](https://pypi.org/project/pony) (πŸ“₯ 160K / month Β· πŸ“¦ 370 Β· ⏱️ 25.09.2023): +- [PyPi](https://pypi.org/project/pony) (πŸ“₯ 160K / month Β· πŸ“¦ 160 Β· ⏱️ 25.09.2023): ``` pip install pony ``` @@ -3190,22 +3164,6 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pony ```
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PynamoDB (πŸ₯‰32 Β· ⭐ 2.4K) - A pythonic interface to Amazons DynamoDB. MIT - -- [GitHub](https://github.com/pynamodb/PynamoDB) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 430 Β· πŸ“¦ 1.7K Β· πŸ“‹ 650 - 42% open Β· ⏱️ 09.04.2024): - - ``` - git clone https://github.com/pynamodb/PynamoDB - ``` -- [PyPi](https://pypi.org/project/pynamodb) (πŸ“₯ 2.1M / month Β· πŸ“¦ 160 Β· ⏱️ 14.01.2024): - ``` - pip install pynamodb - ``` -- [Conda](https://anaconda.org/conda-forge/pynamodb) (πŸ“₯ 580K Β· ⏱️ 17.01.2024): - ``` - conda install -c conda-forge pynamodb - ``` -
influxdb (πŸ₯‰32 Β· ⭐ 1.7K) - Python client for InfluxDB. MIT - [GitHub](https://github.com/influxdata/influxdb-python) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 520 Β· πŸ“‹ 550 - 30% open Β· ⏱️ 17.04.2024): @@ -3222,9 +3180,9 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge influxdb ```
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pygsheets (πŸ₯‰31 Β· ⭐ 1.5K) - Google Sheets Python API v4. MIT +
pygsheets (πŸ₯‰32 Β· ⭐ 1.5K) - Google Sheets Python API v4. MIT -- [GitHub](https://github.com/nithinmurali/pygsheets) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 220 Β· πŸ“¦ 2.4K Β· πŸ“‹ 400 - 14% open Β· ⏱️ 14.01.2024): +- [GitHub](https://github.com/nithinmurali/pygsheets) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 220 Β· πŸ“¦ 2.5K Β· πŸ“‹ 400 - 14% open Β· ⏱️ 14.01.2024): ``` git clone https://github.com/nithinmurali/pygsheets @@ -3234,6 +3192,22 @@ _Libraries for connecting to, operating, and querying databases._ pip install pygsheets ```
+
PynamoDB (πŸ₯‰31 Β· ⭐ 2.4K) - A pythonic interface to Amazons DynamoDB. MIT + +- [GitHub](https://github.com/pynamodb/PynamoDB) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 430 Β· πŸ“¦ 1.7K Β· πŸ“‹ 650 - 42% open Β· ⏱️ 09.04.2024): + + ``` + git clone https://github.com/pynamodb/PynamoDB + ``` +- [PyPi](https://pypi.org/project/pynamodb) (πŸ“₯ 2.1M / month Β· πŸ“¦ 160 Β· ⏱️ 14.01.2024): + ``` + pip install pynamodb + ``` +- [Conda](https://anaconda.org/conda-forge/pynamodb) (πŸ“₯ 590K Β· ⏱️ 17.01.2024): + ``` + conda install -c conda-forge pynamodb + ``` +
cx-Oracle (πŸ₯‰31 Β· ⭐ 880 Β· πŸ’€) - Python interface to Oracle Database now superseded by python-.. BSD-3 - [GitHub](https://github.com/oracle/python-cx_Oracle) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 360 Β· πŸ“¦ 8.2K Β· πŸ“‹ 650 - 4% open Β· ⏱️ 17.08.2023): @@ -3241,11 +3215,11 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/oracle/python-cx_Oracle ``` -- [PyPi](https://pypi.org/project/cx-Oracle) (πŸ“₯ 3.9M / month Β· πŸ“¦ 360 Β· ⏱️ 20.07.2023): +- [PyPi](https://pypi.org/project/cx-Oracle) (πŸ“₯ 4M / month Β· πŸ“¦ 360 Β· ⏱️ 20.07.2023): ``` pip install cx-Oracle ``` -- [Conda](https://anaconda.org/conda-forge/cx_oracle) (πŸ“₯ 550K Β· ⏱️ 24.09.2023): +- [Conda](https://anaconda.org/conda-forge/cx_oracle) (πŸ“₯ 560K Β· ⏱️ 24.09.2023): ``` conda install -c conda-forge cx_oracle ``` @@ -3257,18 +3231,18 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/pudo/dataset ``` -- [PyPi](https://pypi.org/project/dataset) (πŸ“₯ 120K / month Β· πŸ“¦ 580 Β· ⏱️ 12.07.2023): +- [PyPi](https://pypi.org/project/dataset) (πŸ“₯ 110K / month Β· πŸ“¦ 580 Β· ⏱️ 12.07.2023): ``` pip install dataset ``` -- [Conda](https://anaconda.org/conda-forge/dataset) (πŸ“₯ 8.3K Β· ⏱️ 12.07.2023): +- [Conda](https://anaconda.org/conda-forge/dataset) (πŸ“₯ 8.4K Β· ⏱️ 12.07.2023): ``` conda install -c conda-forge dataset ```
pysolr (πŸ₯‰30 Β· ⭐ 660) - Pysolr Python Solr client. BSD-3 -- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 360 Β· πŸ“¦ 3.4K Β· πŸ“‹ 150 - 17% open Β· ⏱️ 23.04.2024): +- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 360 Β· πŸ“¦ 3.4K Β· πŸ“‹ 150 - 17% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/django-haystack/pysolr @@ -3289,14 +3263,14 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/piccolo-orm/piccolo ``` -- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 17K / month Β· πŸ“¦ 11 Β· ⏱️ 22.03.2024): +- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 18K / month Β· πŸ“¦ 11 Β· ⏱️ 22.03.2024): ``` pip install piccolo ```
confluent-kafka-python (πŸ₯‰27 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“¦ 9.5K): +- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 900 Β· πŸ“¦ 9.6K): ``` git clone https://github.com/confluentinc/confluent-kafka-python @@ -3305,14 +3279,14 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install confluent-kafka ``` -- [Conda](https://anaconda.org/conda-forge/python-confluent-kafka) (πŸ“₯ 850K Β· ⏱️ 30.01.2024): +- [Conda](https://anaconda.org/conda-forge/python-confluent-kafka) (πŸ“₯ 860K Β· ⏱️ 30.01.2024): ``` conda install -c conda-forge python-confluent-kafka ```
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prisma (πŸ₯‰27 Β· ⭐ 1.6K Β· πŸ“‰) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2 +
prisma (πŸ₯‰27 Β· ⭐ 1.6K) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2 -- [GitHub](https://github.com/RobertCraigie/prisma-client-py) (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 69 Β· πŸ“‹ 390 - 52% open Β· ⏱️ 24.03.2024): +- [GitHub](https://github.com/RobertCraigie/prisma-client-py) (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 69 Β· πŸ“‹ 390 - 52% open Β· ⏱️ 28.04.2024): ``` git clone https://github.com/RobertCraigie/prisma-client-py @@ -3329,7 +3303,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/python-happybase/happybase ``` -- [PyPi](https://pypi.org/project/happybase) (πŸ“₯ 54K / month Β· πŸ“¦ 230 Β· ⏱️ 14.05.2019): +- [PyPi](https://pypi.org/project/happybase) (πŸ“₯ 52K / month Β· πŸ“¦ 35 Β· ⏱️ 14.05.2019): ``` pip install happybase ``` @@ -3338,38 +3312,38 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge happybase ```
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filedepot (πŸ₯‰27 Β· ⭐ 160) - Toolkit for storing files and attachments in web applications. MIT +
ODMantic (πŸ₯‰26 Β· ⭐ 980) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC -- [GitHub](https://github.com/amol-/depot) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 43 Β· πŸ“¦ 1.1K Β· πŸ“‹ 46 - 15% open Β· ⏱️ 22.02.2024): +- [GitHub](https://github.com/art049/odmantic) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 92 Β· πŸ“¦ 3.2K Β· πŸ“‹ 180 - 50% open Β· ⏱️ 26.04.2024): ``` - git clone https://github.com/amol-/depot + git clone https://github.com/art049/odmantic ``` -- [PyPi](https://pypi.org/project/filedepot) (πŸ“₯ 12K / month Β· πŸ“¦ 49 Β· ⏱️ 22.02.2024): +- [PyPi](https://pypi.org/project/odmantic) (πŸ“₯ 26K / month Β· πŸ“¦ 8 Β· ⏱️ 26.04.2024): ``` - pip install filedepot + pip install odmantic ```
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ODMantic (πŸ₯‰26 Β· ⭐ 970) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC +
filedepot (πŸ₯‰26 Β· ⭐ 160) - Toolkit for storing files and attachments in web applications. MIT -- [GitHub](https://github.com/art049/odmantic) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 92 Β· πŸ“¦ 3.2K Β· πŸ“‹ 170 - 48% open Β· ⏱️ 23.03.2024): +- [GitHub](https://github.com/amol-/depot) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 43 Β· πŸ“¦ 1.1K Β· πŸ“‹ 46 - 15% open Β· ⏱️ 22.02.2024): ``` - git clone https://github.com/art049/odmantic + git clone https://github.com/amol-/depot ``` -- [PyPi](https://pypi.org/project/odmantic) (πŸ“₯ 27K / month Β· πŸ“¦ 8 Β· ⏱️ 18.03.2024): +- [PyPi](https://pypi.org/project/filedepot) (πŸ“₯ 12K / month Β· πŸ“¦ 9 Β· ⏱️ 22.02.2024): ``` - pip install odmantic + pip install filedepot ```
aioprometheus (πŸ₯‰22 Β· ⭐ 170) - 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“¦ 290 Β· πŸ“‹ 36 - 33% open Β· ⏱️ 27.12.2023): +- [GitHub](https://github.com/claws/aioprometheus) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 19 Β· πŸ“¦ 300 Β· πŸ“‹ 36 - 33% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/claws/aioprometheus ``` -- [PyPi](https://pypi.org/project/aioprometheus) (πŸ“₯ 140K / month Β· πŸ“¦ 13 Β· ⏱️ 27.12.2023): +- [PyPi](https://pypi.org/project/aioprometheus) (πŸ“₯ 170K / month Β· πŸ“¦ 13 Β· ⏱️ 27.12.2023): ``` pip install aioprometheus ``` @@ -3390,13 +3364,13 @@ _Libraries for connecting to, operating, and querying databases._ - 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 - mongo-connector (πŸ₯‰28 Β· ⭐ 1.9K Β· πŸ’€) - MongoDB data stream pipeline tools by YouGov (adopted.. Apache-2 -- umongo (πŸ₯‰27 Β· ⭐ 440 Β· πŸ’€) - sync/async MongoDB ODM, yes. MIT +- umongo (πŸ₯‰28 Β· ⭐ 440 Β· πŸ’€) - sync/async MongoDB ODM, yes. MIT - cloudant (πŸ₯‰27 Β· ⭐ 160 Β· πŸ’€) - A Python library for Cloudant and CouchDB. Apache-2 - pyhdb (πŸ₯‰24 Β· ⭐ 310 Β· πŸ’€) - SAP HANA Connector in pure Python. Apache-2 -- py2neo (πŸ₯‰22 Β· ⭐ 12) - EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2 - db.py (πŸ₯‰21 Β· ⭐ 1.2K Β· πŸ’€) - db.py is an easier way to interact with your databases. BSD-2 - PyMODM (πŸ₯‰21 Β· ⭐ 350 Β· πŸ’€) - A Pythonic, object-oriented interface for working with MongoDB. Apache-2 - gsheets-db-api (πŸ₯‰21 Β· ⭐ 210 Β· πŸ’€) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT +- py2neo (πŸ₯‰21 Β· ⭐ 12) - EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2 - PugSQL (πŸ₯‰20 Β· ⭐ 660 Β· πŸ’€) - A HugSQL-inspired database library for Python. Apache-2 - Queries (πŸ₯‰19 Β· ⭐ 260 Β· πŸ’€) - PostgreSQL database access simplified. BSD-3 - lazydata (πŸ₯‰16 Β· ⭐ 630 Β· πŸ’€) - Lazydata: Scalable data dependencies for Python projects. Apache-2 @@ -3412,32 +3386,32 @@ _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’» 560 Β· πŸ”€ 2.5K Β· πŸ“¦ 46K Β· πŸ“‹ 2.8K - 23% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/huggingface/datasets) (πŸ‘¨β€πŸ’» 560 Β· πŸ”€ 2.5K Β· πŸ“¦ 47K Β· πŸ“‹ 2.8K - 24% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/huggingface/datasets ``` -- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 9.2M / month Β· πŸ“¦ 1.1K Β· ⏱️ 19.04.2024): +- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 9.3M / month Β· πŸ“¦ 1.1K Β· ⏱️ 19.04.2024): ``` pip install datasets ``` -- [Conda](https://anaconda.org/conda-forge/datasets) (πŸ“₯ 720K Β· ⏱️ 19.04.2024): +- [Conda](https://anaconda.org/conda-forge/datasets) (πŸ“₯ 730K Β· ⏱️ 19.04.2024): ``` conda install -c conda-forge datasets ```
Faker (πŸ₯‡43 Β· ⭐ 17K) - Faker is a Python package that generates fake data for you. MIT -- [GitHub](https://github.com/joke2k/faker) (πŸ‘¨β€πŸ’» 570 Β· πŸ”€ 1.9K Β· πŸ“¦ 210K Β· πŸ“‹ 710 - 2% open Β· ⏱️ 19.04.2024): +- [GitHub](https://github.com/joke2k/faker) (πŸ‘¨β€πŸ’» 580 Β· πŸ”€ 1.9K Β· πŸ“¦ 210K Β· πŸ“‹ 710 - 2% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/joke2k/faker ``` -- [PyPi](https://pypi.org/project/Faker) (πŸ“₯ 15M / month Β· πŸ“¦ 3.3K Β· ⏱️ 17.04.2024): +- [PyPi](https://pypi.org/project/Faker) (πŸ“₯ 15M / month Β· πŸ“¦ 3.3K Β· ⏱️ 29.04.2024): ``` pip install Faker ``` -- [Conda](https://anaconda.org/conda-forge/faker) (πŸ“₯ 910K Β· ⏱️ 17.04.2024): +- [Conda](https://anaconda.org/conda-forge/faker) (πŸ“₯ 920K Β· ⏱️ 29.04.2024): ``` conda install -c conda-forge faker ``` @@ -3465,7 +3439,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/xlwings/xlwings ``` -- [PyPi](https://pypi.org/project/xlwings) (πŸ“₯ 160K / month Β· πŸ“¦ 650 Β· ⏱️ 02.04.2024): +- [PyPi](https://pypi.org/project/xlwings) (πŸ“₯ 150K / month Β· πŸ“¦ 650 Β· ⏱️ 02.04.2024): ``` pip install xlwings ``` @@ -3474,6 +3448,22 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge xlwings ```
+
csvkit (πŸ₯ˆ34 Β· ⭐ 5.8K) - 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“¦ 1.6K Β· πŸ“‹ 910 - 2% open Β· ⏱️ 01.05.2024): + + ``` + git clone https://github.com/wireservice/csvkit + ``` +- [PyPi](https://pypi.org/project/csvkit) (πŸ“₯ 170K / month Β· πŸ“¦ 39 Β· ⏱️ 01.05.2024): + ``` + pip install csvkit + ``` +- [Conda](https://anaconda.org/conda-forge/csvkit) (πŸ“₯ 110K Β· ⏱️ 02.05.2024): + ``` + conda install -c conda-forge csvkit + ``` +
smart-open (πŸ₯ˆ34 Β· ⭐ 3.1K) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT - [GitHub](https://github.com/piskvorky/smart_open) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 370 Β· πŸ“‹ 390 - 16% open Β· ⏱️ 27.03.2024): @@ -3481,7 +3471,7 @@ _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“₯ 23M / month Β· πŸ“¦ 650 Β· ⏱️ 26.03.2024): +- [PyPi](https://pypi.org/project/smart-open) (πŸ“₯ 24M / month Β· πŸ“¦ 650 Β· ⏱️ 26.03.2024): ``` pip install smart-open ``` @@ -3490,7 +3480,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge smart_open ```
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python-magic (πŸ₯ˆ34 Β· ⭐ 2.5K) - A python wrapper for libmagic. MIT +
python-magic (πŸ₯ˆ34 Β· ⭐ 2.5K Β· πŸ’€) - A python wrapper for libmagic. MIT - [GitHub](https://github.com/ahupp/python-magic) (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 270 Β· πŸ“¦ 56K Β· πŸ“‹ 210 - 9% open Β· ⏱️ 09.10.2023): @@ -3506,30 +3496,14 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge python-magic ```
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csvkit (πŸ₯ˆ33 Β· ⭐ 5.8K) - 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“¦ 1.6K Β· πŸ“‹ 900 - 3% open Β· ⏱️ 18.04.2024): - - ``` - git clone https://github.com/wireservice/csvkit - ``` -- [PyPi](https://pypi.org/project/csvkit) (πŸ“₯ 180K / month Β· πŸ“¦ 380 Β· ⏱️ 28.03.2024): - ``` - pip install csvkit - ``` -- [Conda](https://anaconda.org/conda-forge/csvkit) (πŸ“₯ 110K Β· ⏱️ 28.03.2024): - ``` - conda install -c conda-forge csvkit - ``` -
gdown (πŸ₯ˆ33 Β· ⭐ 3.9K) - Google Drive Public File Downloader when Curl/Wget Fails. MIT -- [GitHub](https://github.com/wkentaro/gdown) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 320 Β· πŸ“¦ 29K Β· πŸ“‹ 160 - 17% open Β· ⏱️ 11.02.2024): +- [GitHub](https://github.com/wkentaro/gdown) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 320 Β· πŸ“¦ 30K Β· πŸ“‹ 160 - 17% open Β· ⏱️ 11.02.2024): ``` git clone https://github.com/wkentaro/gdown ``` -- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 1.5M / month Β· πŸ“¦ 500 Β· ⏱️ 03.02.2024): +- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 1.5M / month Β· πŸ“¦ 510 Β· ⏱️ 03.02.2024): ``` pip install gdown ``` @@ -3538,14 +3512,14 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge gdown ```
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pandas-datareader (πŸ₯ˆ33 Β· ⭐ 2.8K) - Extract data from a wide range of Internet sources into a.. BSD-3 +
pandas-datareader (πŸ₯ˆ32 Β· ⭐ 2.8K Β· πŸ’€) - Extract data from a wide range of Internet sources.. BSD-3 - [GitHub](https://github.com/pydata/pandas-datareader) (πŸ‘¨β€πŸ’» 92 Β· πŸ”€ 680 Β· πŸ“¦ 24K Β· πŸ“‹ 540 - 26% open Β· ⏱️ 24.10.2023): ``` git clone https://github.com/pydata/pandas-datareader ``` -- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 460K / month Β· πŸ“¦ 870 Β· ⏱️ 13.07.2021): +- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 470K / month Β· πŸ“¦ 870 Β· ⏱️ 13.07.2021): ``` pip install pandas-datareader ``` @@ -3556,12 +3530,12 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
Intake (πŸ₯ˆ32 Β· ⭐ 980) - 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“¦ 2.2K Β· πŸ“‹ 370 - 28% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/intake/intake) (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 140 Β· πŸ“¦ 2.3K Β· πŸ“‹ 370 - 28% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/intake/intake ``` -- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 64K / month Β· πŸ“¦ 140 Β· ⏱️ 24.04.2024): +- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 66K / month Β· πŸ“¦ 140 Β· ⏱️ 24.04.2024): ``` pip install intake ``` @@ -3570,14 +3544,14 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge intake ```
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snorkel (πŸ₯‰31 Β· ⭐ 5.7K) - A system for quickly generating training data with weak supervision. Apache-2 +
snorkel (πŸ₯‰29 Β· ⭐ 5.7K Β· πŸ“‰) - A system for quickly generating training data with weak.. Apache-2 - [GitHub](https://github.com/snorkel-team/snorkel) (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 860 Β· πŸ“₯ 1.1K Β· πŸ“¦ 510 Β· πŸ“‹ 980 - 1% open Β· ⏱️ 27.02.2024): ``` git clone https://github.com/snorkel-team/snorkel ``` -- [PyPi](https://pypi.org/project/snorkel) (πŸ“₯ 29K / month Β· πŸ“¦ 14 Β· ⏱️ 27.02.2024): +- [PyPi](https://pypi.org/project/snorkel) (πŸ“₯ 29K / month Β· πŸ“¦ 16 Β· ⏱️ 27.02.2024): ``` pip install snorkel ``` @@ -3593,16 +3567,16 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/deanmalmgren/textract ``` -- [PyPi](https://pypi.org/project/textract) (πŸ“₯ 140K / month Β· πŸ“¦ 130 Β· ⏱️ 10.03.2022): +- [PyPi](https://pypi.org/project/textract) (πŸ“₯ 140K / month Β· πŸ“¦ 55 Β· ⏱️ 10.03.2022): ``` pip install textract ``` -- [Conda](https://anaconda.org/conda-forge/textract) (πŸ“₯ 23K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/textract) (πŸ“₯ 24K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge textract ```
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img2dataset (πŸ₯‰27 Β· ⭐ 3.2K) - Easily turn large sets of image urls to an image dataset. Can.. MIT +
img2dataset (πŸ₯‰26 Β· ⭐ 3.3K) - Easily turn large sets of image urls to an image dataset. Can.. MIT - [GitHub](https://github.com/rom1504/img2dataset) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 300 Β· πŸ“₯ 1.7K Β· πŸ“¦ 140 Β· πŸ“‹ 250 - 42% open Β· ⏱️ 22.02.2024): @@ -3614,26 +3588,26 @@ _Libraries for loading, collecting, and extracting data from a variety of data s pip install img2dataset ```
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camelot (πŸ₯‰24 Β· ⭐ 2.6K) - A Python library to extract tabular data from PDFs. MIT +
camelot (πŸ₯‰23 Β· ⭐ 2.7K Β· πŸ’€) - A Python library to extract tabular data from PDFs. MIT - [GitHub](https://github.com/camelot-dev/camelot) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 420 Β· πŸ“‹ 380 - 70% open Β· ⏱️ 02.10.2023): ``` git clone https://github.com/camelot-dev/camelot ``` -- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 6.6K / month Β· πŸ“¦ 10 Β· ⏱️ 15.12.2021): +- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 6.6K / month Β· πŸ“¦ 6 Β· ⏱️ 15.12.2021): ``` pip install camelot ```
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rows (πŸ₯‰24 Β· ⭐ 860) - A common, beautiful interface to tabular data, no matter the format. ❗️LGPL-3.0 +
rows (πŸ₯‰23 Β· ⭐ 860) - A common, beautiful interface to tabular data, no matter the format. ❗️LGPL-3.0 - [GitHub](https://github.com/turicas/rows) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 140 Β· πŸ“₯ 38 Β· πŸ“¦ 170 Β· πŸ“‹ 320 - 52% open Β· ⏱️ 09.03.2024): ``` git clone https://github.com/turicas/rows ``` -- [PyPi](https://pypi.org/project/rows) (πŸ“₯ 1.2K / month Β· πŸ“¦ 29 Β· ⏱️ 15.12.2021): +- [PyPi](https://pypi.org/project/rows) (πŸ“₯ 1.5K / month Β· πŸ“¦ 6 Β· ⏱️ 15.12.2021): ``` pip install rows ``` @@ -3652,24 +3626,24 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
Upgini (πŸ₯‰20 Β· ⭐ 290) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3 -- [GitHub](https://github.com/upgini/upgini) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 24 Β· πŸ“¦ 6 Β· ⏱️ 16.04.2024): +- [GitHub](https://github.com/upgini/upgini) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 24 Β· πŸ“¦ 6 Β· ⏱️ 01.05.2024): ``` git clone https://github.com/upgini/upgini ``` -- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 6.9K / month Β· ⏱️ 22.04.2024): +- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 6.9K / month Β· ⏱️ 01.05.2024): ``` pip install upgini ```
Squirrel (πŸ₯‰16 Β· ⭐ 280) - 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’» 18 Β· πŸ”€ 8 Β· πŸ“¦ 2 Β· πŸ“‹ 12 - 16% open Β· ⏱️ 15.01.2024): +- [GitHub](https://github.com/merantix-momentum/squirrel-core) (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 8 Β· πŸ“¦ 2 Β· πŸ“‹ 13 - 15% open Β· ⏱️ 15.01.2024): ``` git clone https://github.com/merantix-momentum/squirrel-core ``` -- [PyPi](https://pypi.org/project/squirrel-core) (πŸ“₯ 660 / month Β· ⏱️ 15.01.2024): +- [PyPi](https://pypi.org/project/squirrel-core) (πŸ“₯ 740 / month Β· ⏱️ 15.01.2024): ``` pip install squirrel-core ``` @@ -3680,11 +3654,11 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
Show 12 hidden projects... -- xmltodict (πŸ₯ˆ35 Β· ⭐ 5.4K Β· πŸ’€) - Python module that makes working with XML feel like you are.. MIT -- xlrd (πŸ₯ˆ33 Β· ⭐ 2.1K Β· πŸ’€) - Please use openpyxl where you can... BSD-3 -- SDV (πŸ₯‰31 Β· ⭐ 2.1K) - Synthetic data generation for tabular data. ❗️SSPL-1.0 -- PDFMiner (πŸ₯‰28 Β· ⭐ 5.2K Β· πŸ’€) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT +- xmltodict (πŸ₯ˆ34 Β· ⭐ 5.4K Β· πŸ’€) - Python module that makes working with XML feel like you are.. MIT +- SDV (πŸ₯ˆ32 Β· ⭐ 2.1K) - Synthetic data generation for tabular data. ❗️SSPL-1.0 +- xlrd (πŸ₯ˆ32 Β· ⭐ 2.1K Β· πŸ’€) - Please use openpyxl where you can... BSD-3 - tabulator-py (πŸ₯‰28 Β· ⭐ 240 Β· πŸ’€) - Python library for reading and writing tabular data via streams. MIT +- PDFMiner (πŸ₯‰27 Β· ⭐ 5.2K Β· πŸ’€) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT - Singer (πŸ₯‰27 Β· ⭐ 1.2K Β· πŸ’€) - Standard for moving data between databases, web APIs, files,.. ❗️AGPL-3.0 - messytables (πŸ₯‰24 Β· ⭐ 390 Β· πŸ’€) - Tools for parsing messy tabular data. This is now superseded by.. MIT - deepdish (πŸ₯‰24 Β· ⭐ 270 Β· πŸ’€) - Flexible HDF5 saving/loading and other data science tools from the.. BSD-3 @@ -3701,14 +3675,14 @@ _Libraries for loading, collecting, and extracting data from a variety of data s _Libraries for data batch- and stream-processing, workflow automation, job scheduling, and other data pipeline tasks._ -
Airflow (πŸ₯‡49 Β· ⭐ 35K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2 +
Airflow (πŸ₯‡50 Β· ⭐ 35K Β· πŸ“ˆ) - Platform to programmatically author, schedule, and monitor.. Apache-2 -- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3.3K Β· πŸ”€ 14K Β· πŸ“₯ 620K Β· πŸ“¦ 10K Β· πŸ“‹ 9.1K - 10% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3.3K Β· πŸ”€ 14K Β· πŸ“₯ 620K Β· πŸ“¦ 11K Β· πŸ“‹ 9.1K - 10% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/apache/airflow ``` -- [PyPi](https://pypi.org/project/apache-airflow) (πŸ“₯ 24M / month Β· πŸ“¦ 360 Β· ⏱️ 08.04.2024): +- [PyPi](https://pypi.org/project/apache-airflow) (πŸ“₯ 24M / month Β· πŸ“¦ 7.5K Β· ⏱️ 30.04.2024): ``` pip install apache-airflow ``` @@ -3716,19 +3690,19 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` conda install -c conda-forge airflow ``` -- [Docker Hub](https://hub.docker.com/r/apache/airflow) (πŸ“₯ 1B Β· ⭐ 510 Β· ⏱️ 08.04.2024): +- [Docker Hub](https://hub.docker.com/r/apache/airflow) (πŸ“₯ 1.1B Β· ⭐ 510 Β· ⏱️ 30.04.2024): ``` docker pull apache/airflow ```
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Celery (πŸ₯‡46 Β· ⭐ 23K) - Asynchronous task queue/job queue based on distributed message passing. BSD-3 +
Celery (πŸ₯‡46 Β· ⭐ 24K) - 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“¦ 130K Β· πŸ“‹ 5.1K - 13% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/celery/celery) (πŸ‘¨β€πŸ’» 1.3K Β· πŸ”€ 4.6K Β· πŸ“¦ 130K Β· πŸ“‹ 5.1K - 13% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/celery/celery ``` -- [PyPi](https://pypi.org/project/celery) (πŸ“₯ 9.8M / month Β· πŸ“¦ 15K Β· ⏱️ 17.04.2024): +- [PyPi](https://pypi.org/project/celery) (πŸ“₯ 10M / month Β· πŸ“¦ 15K Β· ⏱️ 17.04.2024): ``` pip install celery ``` @@ -3739,60 +3713,60 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Beam (πŸ₯‡44 Β· ⭐ 7.5K) - 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“¦ 6.9K Β· πŸ“‹ 6.8K - 64% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/apache/beam) (πŸ‘¨β€πŸ’» 1.6K Β· πŸ”€ 4.1K Β· πŸ“¦ 6.9K Β· πŸ“‹ 6.7K - 64% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/apache/beam ``` -- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 6.7M / month Β· πŸ“¦ 190 Β· ⏱️ 24.04.2024): +- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 7M / month Β· πŸ“¦ 150 Β· ⏱️ 02.05.2024): ``` pip install apache-beam ``` -- [Conda](https://anaconda.org/conda-forge/apache-beam-with-aws) (πŸ“₯ 65K Β· ⏱️ 14.04.2024): +- [Conda](https://anaconda.org/conda-forge/apache-beam-with-aws) (πŸ“₯ 67K Β· ⏱️ 14.04.2024): ``` conda install -c conda-forge apache-beam-with-aws ```
Prefect (πŸ₯‡43 Β· ⭐ 15K) - Prefect is a workflow orchestration tool empowering developers to.. Apache-2 -- [GitHub](https://github.com/PrefectHQ/prefect) (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 1.5K Β· πŸ“¦ 4.8K Β· πŸ“‹ 4.7K - 13% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/PrefectHQ/prefect) (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 1.5K Β· πŸ“¦ 4.8K Β· πŸ“‹ 4.9K - 16% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/PrefectHQ/prefect ``` -- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 1.1M / month Β· πŸ“¦ 160 Β· ⏱️ 18.04.2024): +- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 1.1M / month Β· πŸ“¦ 160 Β· ⏱️ 25.04.2024): ``` pip install prefect ``` -- [Conda](https://anaconda.org/conda-forge/prefect) (πŸ“₯ 630K Β· ⏱️ 19.04.2024): +- [Conda](https://anaconda.org/conda-forge/prefect) (πŸ“₯ 630K Β· ⏱️ 26.04.2024): ``` conda install -c conda-forge prefect ```
Dagster (πŸ₯‡42 Β· ⭐ 10K) - An orchestration platform for the development, production, and.. Apache-2 -- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 1.3K Β· πŸ“¦ 2.2K Β· πŸ“‹ 7.3K - 33% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 1.3K Β· πŸ“¦ 2.3K Β· πŸ“‹ 7.3K - 33% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/dagster-io/dagster ``` -- [PyPi](https://pypi.org/project/dagster) (πŸ“₯ 830K / month Β· πŸ“¦ 140 Β· ⏱️ 19.04.2024): +- [PyPi](https://pypi.org/project/dagster) (πŸ“₯ 840K / month Β· πŸ“¦ 140 Β· ⏱️ 25.04.2024): ``` pip install dagster ``` -- [Conda](https://anaconda.org/conda-forge/dagster) (πŸ“₯ 1.1M Β· ⏱️ 18.04.2024): +- [Conda](https://anaconda.org/conda-forge/dagster) (πŸ“₯ 1.1M Β· ⏱️ 26.04.2024): ``` conda install -c conda-forge dagster ```
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rq (πŸ₯ˆ40 Β· ⭐ 9.5K) - Simple job queues for Python. BSD-3 +
rq (πŸ₯ˆ41 Β· ⭐ 9.5K) - Simple job queues for Python. BSD-3 -- [GitHub](https://github.com/rq/rq) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.4K Β· πŸ“¦ 16K Β· πŸ“‹ 1.1K - 17% open Β· ⏱️ 20.04.2024): +- [GitHub](https://github.com/rq/rq) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.4K Β· πŸ“¦ 16K Β· πŸ“‹ 1.2K - 17% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/rq/rq ``` -- [PyPi](https://pypi.org/project/rq) (πŸ“₯ 1.5M / month Β· πŸ“¦ 1.8K Β· ⏱️ 09.03.2024): +- [PyPi](https://pypi.org/project/rq) (πŸ“₯ 1.5M / month Β· πŸ“¦ 2.2K Β· ⏱️ 01.05.2024): ``` pip install rq ``` @@ -3801,58 +3775,58 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge rq ```
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Great Expectations (πŸ₯ˆ40 Β· ⭐ 9.5K) - Always know what to expect from your data. Apache-2 +
joblib (πŸ₯ˆ40 Β· ⭐ 3.7K) - Computing with Python functions. BSD-3 -- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 1.5K Β· πŸ“‹ 1.9K - 10% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/joblib/joblib) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 400 Β· πŸ“¦ 430K Β· πŸ“‹ 900 - 45% open Β· ⏱️ 02.05.2024): ``` - git clone https://github.com/great-expectations/great_expectations + git clone https://github.com/joblib/joblib ``` -- [PyPi](https://pypi.org/project/great_expectations) (πŸ“₯ 19M / month Β· πŸ“¦ 64 Β· ⏱️ 15.04.2024): +- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 53M / month Β· πŸ“¦ 5.8K Β· ⏱️ 02.05.2024): ``` - pip install great_expectations + pip install joblib ``` -- [Conda](https://anaconda.org/conda-forge/great-expectations) (πŸ“₯ 770K Β· ⏱️ 20.03.2024): +- [Conda](https://anaconda.org/conda-forge/joblib) (πŸ“₯ 26M Β· ⏱️ 08.04.2024): ``` - conda install -c conda-forge great-expectations + conda install -c conda-forge joblib ```
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joblib (πŸ₯ˆ40 Β· ⭐ 3.7K) - Computing with Python functions. BSD-3 +
Great Expectations (πŸ₯ˆ39 Β· ⭐ 9.5K) - Always know what to expect from your data. Apache-2 -- [GitHub](https://github.com/joblib/joblib) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 400 Β· πŸ“¦ 420K Β· πŸ“‹ 900 - 45% open Β· ⏱️ 19.04.2024): +- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 1.5K Β· πŸ“‹ 1.9K - 10% open Β· ⏱️ 02.05.2024): ``` - git clone https://github.com/joblib/joblib + git clone https://github.com/great-expectations/great_expectations ``` -- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 52M / month Β· πŸ“¦ 6.9K Β· ⏱️ 08.04.2024): +- [PyPi](https://pypi.org/project/great_expectations) (πŸ“₯ 19M / month Β· πŸ“¦ 64 Β· ⏱️ 29.04.2024): ``` - pip install joblib + pip install great_expectations ``` -- [Conda](https://anaconda.org/conda-forge/joblib) (πŸ“₯ 26M Β· ⏱️ 08.04.2024): +- [Conda](https://anaconda.org/conda-forge/great-expectations) (πŸ“₯ 780K Β· ⏱️ 29.04.2024): ``` - conda install -c conda-forge joblib + conda install -c conda-forge great-expectations ```
Kedro (πŸ₯ˆ38 Β· ⭐ 9.4K) - 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”€ 860 Β· πŸ“¦ 2.3K Β· πŸ“‹ 1.8K - 15% open Β· ⏱️ 23.04.2024): +- [GitHub](https://github.com/kedro-org/kedro) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 860 Β· πŸ“¦ 2.3K Β· πŸ“‹ 1.8K - 15% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/kedro-org/kedro ``` -- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 480K / month Β· πŸ“¦ 76 Β· ⏱️ 22.04.2024): +- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 500K / month Β· πŸ“¦ 76 Β· ⏱️ 22.04.2024): ``` pip install kedro ```
dbt (πŸ₯ˆ38 Β· ⭐ 8.9K) - 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’» 310 Β· πŸ”€ 1.5K Β· πŸ“₯ 4.1K Β· πŸ“¦ 4.8K Β· πŸ“‹ 5.2K - 10% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/dbt-labs/dbt-core) (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.5K Β· πŸ“₯ 4.2K Β· πŸ“¦ 4.8K Β· πŸ“‹ 5.2K - 10% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/dbt-labs/dbt-core ``` -- [PyPi](https://pypi.org/project/dbt) (πŸ“₯ 45K / month Β· πŸ“¦ 30 Β· ⏱️ 24.04.2024): +- [PyPi](https://pypi.org/project/dbt) (πŸ“₯ 53K / month Β· πŸ“¦ 35 Β· ⏱️ 30.04.2024): ``` pip install dbt ``` @@ -3884,7 +3858,7 @@ _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“₯ 2.6M / month Β· πŸ“¦ 86 Β· ⏱️ 12.03.2024): +- [PyPi](https://pypi.org/project/petl) (πŸ“₯ 2.3M / month Β· πŸ“¦ 86 Β· ⏱️ 12.03.2024): ``` pip install petl ``` @@ -3895,54 +3869,54 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Activeloop (πŸ₯ˆ33 Β· ⭐ 7.7K) - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use.. MPL-2.0 -- [GitHub](https://github.com/activeloopai/deeplake) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 590 Β· πŸ“¦ 2.8K Β· πŸ“‹ 450 - 11% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/activeloopai/deeplake) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 590 Β· πŸ“¦ 2.8K Β· πŸ“‹ 450 - 11% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/activeloopai/Hub ``` -- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 4.2K / month Β· πŸ“¦ 54 Β· ⏱️ 02.02.2023): +- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 4.4K / month Β· πŸ“¦ 4 Β· ⏱️ 02.02.2023): ``` pip install hub ```
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zenml (πŸ₯ˆ32 Β· ⭐ 3.7K Β· πŸ“‰) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2 +
zenml (πŸ₯ˆ32 Β· ⭐ 3.7K) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2 -- [GitHub](https://github.com/zenml-io/zenml) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 400 Β· πŸ“₯ 1 Β· πŸ“¦ 490 Β· πŸ“‹ 310 - 22% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/zenml-io/zenml) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 400 Β· πŸ“₯ 1 Β· πŸ“¦ 500 Β· πŸ“‹ 310 - 21% open Β· ⏱️ 24.04.2024): ``` git clone https://github.com/zenml-io/zenml ``` -- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 13K / month Β· πŸ“¦ 2 Β· ⏱️ 24.04.2024): +- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 20K / month Β· πŸ“¦ 2 Β· ⏱️ 30.04.2024): ``` pip install zenml ```
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whylogs (πŸ₯ˆ30 Β· ⭐ 2.5K) - Open standard for end-to-end data and ML monitoring for any scale in.. Apache-2 +
arq (πŸ₯ˆ31 Β· ⭐ 1.9K) - Fast job queuing and RPC in python with asyncio and redis. MIT -- [GitHub](https://github.com/whylabs/whylogs) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 120 Β· πŸ“₯ 34 Β· πŸ“¦ 250 Β· πŸ“‹ 420 - 2% open Β· ⏱️ 22.04.2024): +- [GitHub](https://github.com/samuelcolvin/arq) (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 160 Β· πŸ“¦ 590 Β· πŸ“‹ 220 - 30% open Β· ⏱️ 01.05.2024): ``` - git clone https://github.com/whylabs/whylogs + git clone https://github.com/samuelcolvin/arq ``` -- [PyPi](https://pypi.org/project/whylogs) (πŸ“₯ 320K / month Β· πŸ“¦ 6 Β· ⏱️ 17.04.2024): +- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 97K / month Β· πŸ“¦ 29 Β· ⏱️ 01.05.2024): ``` - pip install whylogs + pip install arq + ``` +- [Conda](https://anaconda.org/conda-forge/arq) (πŸ“₯ 9.8K Β· ⏱️ 02.05.2024): + ``` + conda install -c conda-forge arq ```
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arq (πŸ₯ˆ30 Β· ⭐ 1.9K) - Fast job queuing and RPC in python with asyncio and redis. MIT +
whylogs (πŸ₯ˆ30 Β· ⭐ 2.6K) - Open standard for end-to-end data and ML monitoring for any scale in.. Apache-2 -- [GitHub](https://github.com/samuelcolvin/arq) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 150 Β· πŸ“¦ 580 Β· πŸ“‹ 210 - 28% open Β· ⏱️ 01.04.2024): +- [GitHub](https://github.com/whylabs/whylogs) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 120 Β· πŸ“₯ 33 Β· πŸ“¦ 250 Β· πŸ“‹ 420 - 2% open Β· ⏱️ 30.04.2024): ``` - git clone https://github.com/samuelcolvin/arq - ``` -- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 93K / month Β· πŸ“¦ 21 Β· ⏱️ 01.04.2024): - ``` - pip install arq + git clone https://github.com/whylabs/whylogs ``` -- [Conda](https://anaconda.org/conda-forge/arq) (πŸ“₯ 9.8K Β· ⏱️ 16.06.2023): +- [PyPi](https://pypi.org/project/whylogs) (πŸ“₯ 340K / month Β· πŸ“¦ 6 Β· ⏱️ 27.04.2024): ``` - conda install -c conda-forge arq + pip install whylogs ```
huey (πŸ₯‰29 Β· ⭐ 4.9K) - a little task queue for python. MIT @@ -3952,7 +3926,7 @@ _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“₯ 99K / month Β· πŸ“¦ 180 Β· ⏱️ 20.09.2023): +- [PyPi](https://pypi.org/project/huey) (πŸ“₯ 100K / month Β· πŸ“¦ 180 Β· ⏱️ 20.09.2023): ``` pip install huey ``` @@ -3968,23 +3942,23 @@ _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“₯ 8K / month Β· πŸ“¦ 7 Β· ⏱️ 08.02.2024): +- [PyPi](https://pypi.org/project/ploomber) (πŸ“₯ 9.2K / month Β· πŸ“¦ 7 Β· ⏱️ 08.02.2024): ``` pip install ploomber ``` -- [Conda](https://anaconda.org/conda-forge/ploomber) (πŸ“₯ 85K Β· ⏱️ 09.02.2024): +- [Conda](https://anaconda.org/conda-forge/ploomber) (πŸ“₯ 86K Β· ⏱️ 09.02.2024): ``` conda install -c conda-forge ploomber ```
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mleap (πŸ₯‰29 Β· ⭐ 1.5K) - MLeap: Deploy ML Pipelines to Production. Apache-2 +
mleap (πŸ₯‰28 Β· ⭐ 1.5K) - MLeap: Deploy ML Pipelines to Production. Apache-2 - [GitHub](https://github.com/combust/mleap) (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 320 Β· πŸ“¦ 220 Β· πŸ“‹ 480 - 23% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/combust/mleap ``` -- [PyPi](https://pypi.org/project/mleap) (πŸ“₯ 180K / month Β· πŸ“¦ 25 Β· ⏱️ 14.11.2023): +- [PyPi](https://pypi.org/project/mleap) (πŸ“₯ 170K / month Β· πŸ“¦ 25 Β· ⏱️ 14.11.2023): ``` pip install mleap ``` @@ -3995,12 +3969,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
PyFunctional (πŸ₯‰27 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“¦ 780 Β· πŸ“‹ 140 - 10% open Β· ⏱️ 13.03.2024): +- [GitHub](https://github.com/EntilZha/PyFunctional) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 130 Β· πŸ“¦ 790 Β· πŸ“‹ 140 - 10% open Β· ⏱️ 13.03.2024): ``` git clone https://github.com/EntilZha/PyFunctional ``` -- [PyPi](https://pypi.org/project/pyfunctional) (πŸ“₯ 180K / month Β· πŸ“¦ 27 Β· ⏱️ 13.03.2024): +- [PyPi](https://pypi.org/project/pyfunctional) (πŸ“₯ 200K / month Β· πŸ“¦ 27 Β· ⏱️ 13.03.2024): ``` pip install pyfunctional ``` @@ -4012,7 +3986,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/Parsely/streamparse ``` -- [PyPi](https://pypi.org/project/streamparse) (πŸ“₯ 2.1K / month Β· πŸ“¦ 27 Β· ⏱️ 10.01.2022): +- [PyPi](https://pypi.org/project/streamparse) (πŸ“₯ 2.4K / month Β· πŸ“¦ 2 Β· ⏱️ 10.01.2022): ``` pip install streamparse ``` @@ -4024,7 +3998,7 @@ _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“₯ 9.6K / month Β· ⏱️ 19.07.2020): +- [PyPi](https://pypi.org/project/optimuspyspark) (πŸ“₯ 9.7K / month Β· ⏱️ 19.07.2020): ``` pip install optimuspyspark ``` @@ -4036,45 +4010,45 @@ _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“₯ 6.2K / month Β· πŸ“¦ 10 Β· ⏱️ 25.04.2024): +- [PyPi](https://pypi.org/project/tasktiger) (πŸ“₯ 5.5K / month Β· πŸ“¦ 10 Β· ⏱️ 25.04.2024): ``` pip install tasktiger ```
-
dbnd (πŸ₯‰25 Β· ⭐ 250) - DBND is an agile pipeline framework that helps data engineering teams.. Apache-2 +
dbnd (πŸ₯‰24 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’» 78 Β· πŸ”€ 34 Β· πŸ“¦ 36 Β· πŸ“‹ 30 - 86% open Β· ⏱️ 04.03.2024): ``` git clone https://github.com/databand-ai/dbnd ``` -- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 240K / month Β· πŸ“¦ 25 Β· ⏱️ 15.03.2024): +- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 250K / month Β· πŸ“¦ 25 Β· ⏱️ 15.03.2024): ``` pip install dbnd ```
-
Databolt Flow (πŸ₯‰20 Β· ⭐ 950 Β· πŸ’€) - Python library for building highly effective data science.. MIT +
BatchFlow (πŸ₯‰20 Β· ⭐ 200) - BatchFlow helps you conveniently work with random or sequential.. Apache-2 -- [GitHub](https://github.com/d6t/d6tflow) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 77 Β· πŸ“¦ 28 Β· πŸ“‹ 24 - 45% open Β· ⏱️ 20.07.2023): +- [GitHub](https://github.com/analysiscenter/batchflow) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 44 Β· πŸ“¦ 9 Β· πŸ“‹ 110 - 29% open Β· ⏱️ 18.01.2024): ``` - git clone https://github.com/d6t/d6tflow + git clone https://github.com/analysiscenter/batchflow ``` -- [PyPi](https://pypi.org/project/d6tflow) (πŸ“₯ 190 / month Β· ⏱️ 20.02.2024): +- [PyPi](https://pypi.org/project/batchflow) (πŸ“₯ 200 / month Β· ⏱️ 01.08.2023): ``` - pip install d6tflow + pip install batchflow ```
-
BatchFlow (πŸ₯‰20 Β· ⭐ 200) - BatchFlow helps you conveniently work with random or sequential.. Apache-2 +
Databolt Flow (πŸ₯‰19 Β· ⭐ 950 Β· πŸ’€) - Python library for building highly effective data science.. MIT -- [GitHub](https://github.com/analysiscenter/batchflow) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 44 Β· πŸ“¦ 9 Β· πŸ“‹ 110 - 29% open Β· ⏱️ 18.01.2024): +- [GitHub](https://github.com/d6t/d6tflow) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 77 Β· πŸ“¦ 28 Β· πŸ“‹ 24 - 45% open Β· ⏱️ 20.07.2023): ``` - git clone https://github.com/analysiscenter/batchflow + git clone https://github.com/d6t/d6tflow ``` -- [PyPi](https://pypi.org/project/batchflow) (πŸ“₯ 220 / month Β· ⏱️ 01.08.2023): +- [PyPi](https://pypi.org/project/d6tflow) (πŸ“₯ 280 / month Β· ⏱️ 20.02.2024): ``` - pip install batchflow + pip install d6tflow ```
Mara Pipelines (πŸ₯‰17 Β· ⭐ 2.1K) - A lightweight opinionated ETL framework, halfway between plain.. MIT @@ -4084,14 +4058,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/mara/mara-pipelines ``` -- [PyPi](https://pypi.org/project/mara-pipelines) (πŸ“₯ 69 / month Β· πŸ“¦ 1 Β· ⏱️ 06.12.2023): +- [PyPi](https://pypi.org/project/mara-pipelines) (πŸ“₯ 75 / month Β· πŸ“¦ 1 Β· ⏱️ 06.12.2023): ``` pip install mara-pipelines ```
flupy (πŸ₯‰17 Β· ⭐ 190) - Fluent data pipelines for python and your shell. MIT -- [GitHub](https://github.com/olirice/flupy) (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 14 Β· πŸ“‹ 14 - 14% open Β· ⏱️ 27.02.2024): +- [GitHub](https://github.com/olirice/flupy) (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 15 Β· πŸ“‹ 14 - 14% open Β· ⏱️ 27.02.2024): ``` git clone https://github.com/olirice/flupy @@ -4109,7 +4083,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched - Pypeline (πŸ₯‰24 Β· ⭐ 1.5K Β· πŸ’€) - Concurrent data pipelines in Python . MIT - pysparkling (πŸ₯‰23 Β· ⭐ 260 Β· πŸ’€) - A pure Python implementation of Apache Sparks RDD and DStream.. MIT - dpark (πŸ₯‰22 Β· ⭐ 2.7K Β· πŸ’€) - Python clone of Spark, a MapReduce alike framework in Python. BSD-3 spark -- mrq (πŸ₯‰21 Β· ⭐ 880 Β· πŸ’€) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. MIT +- mrq (πŸ₯‰20 Β· ⭐ 880 Β· πŸ’€) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. MIT - pdpipe (πŸ₯‰20 Β· ⭐ 720 Β· πŸ’€) - Easy pipelines for pandas DataFrames. MIT - spark-deep-learning (πŸ₯‰19 Β· ⭐ 2K Β· πŸ’€) - Deep Learning Pipelines for Apache Spark. Apache-2 spark - riko (πŸ₯‰18 Β· ⭐ 1.6K Β· πŸ’€) - A Python stream processing engine modeled after Yahoo! Pipes. MIT @@ -4148,7 +4122,7 @@ _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“₯ 290M / month Β· πŸ“¦ 79K Β· ⏱️ 18.07.2023): +- [PyPi](https://pypi.org/project/pyyaml) (πŸ“₯ 300M / month Β· πŸ“¦ 79K Β· ⏱️ 18.07.2023): ``` pip install pyyaml ``` @@ -4202,7 +4176,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Show 2 hidden projects... - importlib-resources (πŸ₯ˆ32 Β· ⭐ 58) - Backport of the importlib.resources module. Apache-2 -- entrypoints (πŸ₯‰25 Β· ⭐ 72 Β· πŸ’€) - Discover and load entry points from installed packages. MIT +- entrypoints (πŸ₯‰25 Β· ⭐ 73 Β· πŸ’€) - Discover and load entry points from installed packages. MIT

@@ -4217,7 +4191,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/python-attrs/attrs ``` -- [PyPi](https://pypi.org/project/attrs) (πŸ“₯ 200M / month Β· πŸ“¦ 19K Β· ⏱️ 31.12.2023): +- [PyPi](https://pypi.org/project/attrs) (πŸ“₯ 200M / month Β· πŸ“¦ 7.7K Β· ⏱️ 31.12.2023): ``` pip install attrs ``` @@ -4233,11 +4207,11 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/more-itertools/more-itertools ``` -- [PyPi](https://pypi.org/project/more-itertools) (πŸ“₯ 76M / month Β· πŸ“¦ 9.2K Β· ⏱️ 08.01.2024): +- [PyPi](https://pypi.org/project/more-itertools) (πŸ“₯ 78M / month Β· πŸ“¦ 9.8K Β· ⏱️ 08.01.2024): ``` pip install more-itertools ``` -- [Conda](https://anaconda.org/conda-forge/more-itertools) (πŸ“₯ 14M Β· ⏱️ 08.01.2024): +- [Conda](https://anaconda.org/conda-forge/more-itertools) (πŸ“₯ 15M Β· ⏱️ 08.01.2024): ``` conda install -c conda-forge more-itertools ``` @@ -4249,7 +4223,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/pytoolz/toolz ``` -- [PyPi](https://pypi.org/project/toolz) (πŸ“₯ 33M / month Β· πŸ“¦ 3.6K Β· ⏱️ 24.01.2024): +- [PyPi](https://pypi.org/project/toolz) (πŸ“₯ 34M / month Β· πŸ“¦ 3.6K Β· ⏱️ 24.01.2024): ``` pip install toolz ``` @@ -4260,7 +4234,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
boltons (πŸ₯ˆ35 Β· ⭐ 6.4K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3 -- [GitHub](https://github.com/mahmoud/boltons) (πŸ‘¨β€πŸ’» 90 Β· πŸ”€ 350 Β· πŸ“₯ 29 Β· πŸ“¦ 6.9K Β· πŸ“‹ 180 - 39% open Β· ⏱️ 31.03.2024): +- [GitHub](https://github.com/mahmoud/boltons) (πŸ‘¨β€πŸ’» 90 Β· πŸ”€ 350 Β· πŸ“₯ 30 Β· πŸ“¦ 7K Β· πŸ“‹ 180 - 39% open Β· ⏱️ 28.04.2024): ``` git clone https://github.com/mahmoud/boltons @@ -4269,7 +4243,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` pip install boltons ``` -- [Conda](https://anaconda.org/conda-forge/boltons) (πŸ“₯ 4.6M Β· ⏱️ 01.04.2024): +- [Conda](https://anaconda.org/conda-forge/boltons) (πŸ“₯ 4.7M Β· ⏱️ 01.04.2024): ``` conda install -c conda-forge boltons ``` @@ -4281,7 +4255,7 @@ _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“₯ 50M / month Β· πŸ“¦ 1.9K Β· ⏱️ 14.08.2023): +- [PyPi](https://pypi.org/project/tenacity) (πŸ“₯ 54M / month Β· πŸ“¦ 1.9K Β· ⏱️ 14.08.2023): ``` pip install tenacity ``` @@ -4292,7 +4266,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
returns (πŸ₯‰31 Β· ⭐ 3.3K) - Make your functions return something meaningful, typed, and safe!. BSD-2 -- [GitHub](https://github.com/dry-python/returns) (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 110 Β· πŸ“¦ 540 Β· πŸ“‹ 420 - 15% open Β· ⏱️ 22.04.2024): +- [GitHub](https://github.com/dry-python/returns) (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 100 Β· πŸ“¦ 540 Β· πŸ“‹ 420 - 15% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/dry-python/returns @@ -4306,50 +4280,50 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge returns ```
-
natsort (πŸ₯‰30 Β· ⭐ 860) - Simple yet flexible natural sorting in Python. MIT +
funcy (πŸ₯‰30 Β· ⭐ 3.3K) - A fancy and practical functional tools. BSD-3 -- [GitHub](https://github.com/SethMMorton/natsort) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 49 Β· πŸ“¦ 28K Β· πŸ“‹ 94 - 2% open Β· ⏱️ 04.03.2024): +- [GitHub](https://github.com/Suor/funcy) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 140 Β· πŸ“¦ 11K Β· πŸ“‹ 81 - 11% open Β· ⏱️ 01.05.2024): ``` - git clone https://github.com/SethMMorton/natsort + git clone https://github.com/Suor/funcy ``` -- [PyPi](https://pypi.org/project/natsort) (πŸ“₯ 4.7M / month Β· πŸ“¦ 1.4K Β· ⏱️ 20.06.2023): +- [PyPi](https://pypi.org/project/funcy) (πŸ“₯ 1.5M / month Β· πŸ“¦ 650 Β· ⏱️ 28.03.2023): ``` - pip install natsort + pip install funcy ``` -- [Conda](https://anaconda.org/conda-forge/natsort) (πŸ“₯ 1.6M Β· ⏱️ 20.06.2023): +- [Conda](https://anaconda.org/conda-forge/funcy) (πŸ“₯ 420K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge natsort + conda install -c conda-forge funcy ```
-
funcy (πŸ₯‰29 Β· ⭐ 3.3K) - A fancy and practical functional tools. BSD-3 +
natsort (πŸ₯‰30 Β· ⭐ 860) - Simple yet flexible natural sorting in Python. MIT -- [GitHub](https://github.com/Suor/funcy) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 140 Β· πŸ“¦ 11K Β· πŸ“‹ 81 - 11% open Β· ⏱️ 12.04.2024): +- [GitHub](https://github.com/SethMMorton/natsort) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 49 Β· πŸ“¦ 28K Β· πŸ“‹ 94 - 2% open Β· ⏱️ 04.03.2024): ``` - git clone https://github.com/Suor/funcy + git clone https://github.com/SethMMorton/natsort ``` -- [PyPi](https://pypi.org/project/funcy) (πŸ“₯ 1.4M / month Β· πŸ“¦ 650 Β· ⏱️ 28.03.2023): +- [PyPi](https://pypi.org/project/natsort) (πŸ“₯ 4.9M / month Β· πŸ“¦ 1.4K Β· ⏱️ 20.06.2023): ``` - pip install funcy + pip install natsort ``` -- [Conda](https://anaconda.org/conda-forge/funcy) (πŸ“₯ 420K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/natsort) (πŸ“₯ 1.6M Β· ⏱️ 20.06.2023): ``` - conda install -c conda-forge funcy + conda install -c conda-forge natsort ```
ubelt (πŸ₯‰24 Β· ⭐ 710) - A Python utility library with a stdlib like feel and extra batteries... Apache-2 -- [GitHub](https://github.com/Erotemic/ubelt) (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 42 Β· πŸ“₯ 9 Β· πŸ“‹ 15 - 13% open Β· ⏱️ 13.04.2024): +- [GitHub](https://github.com/Erotemic/ubelt) (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 42 Β· πŸ“₯ 9 Β· πŸ“‹ 15 - 13% open Β· ⏱️ 26.04.2024): ``` git clone https://github.com/Erotemic/ubelt ``` -- [PyPi](https://pypi.org/project/ubelt) (πŸ“₯ 23K / month Β· πŸ“¦ 73 Β· ⏱️ 20.03.2024): +- [PyPi](https://pypi.org/project/ubelt) (πŸ“₯ 28K / month Β· πŸ“¦ 73 Β· ⏱️ 20.03.2024): ``` pip install ubelt ``` -- [Conda](https://anaconda.org/conda-forge/ubelt) (πŸ“₯ 75K Β· ⏱️ 20.03.2024): +- [Conda](https://anaconda.org/conda-forge/ubelt) (πŸ“₯ 78K Β· ⏱️ 20.03.2024): ``` conda install -c conda-forge ubelt ``` @@ -4360,8 +4334,8 @@ _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 - pinject (πŸ₯‰24 Β· ⭐ 1.3K Β· πŸ’€) - A pythonic dependency injection library. Apache-2 - ratelimit (πŸ₯‰24 Β· ⭐ 710 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 - pampy (πŸ₯‰22 Β· ⭐ 3.5K Β· πŸ’€) - Pampy: The Pattern Matching for Python you always dreamed of. MIT +- CommonRegex (πŸ₯‰22 Β· ⭐ 1.6K Β· πŸ’€) - A collection of common regular expressions bundled with an easy.. MIT

@@ -4369,9 +4343,9 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched Back to top -
cpython (πŸ₯‡50 Β· ⭐ 60K Β· πŸ“ˆ) - The Python programming language. MIT +
cpython (πŸ₯‡50 Β· ⭐ 60K) - The Python programming language. MIT -- [GitHub](https://github.com/python/cpython) (πŸ‘¨β€πŸ’» 2.9K Β· πŸ”€ 29K Β· πŸ“¦ 610K Β· πŸ“‹ 69K - 12% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/python/cpython) (πŸ‘¨β€πŸ’» 2.9K Β· πŸ”€ 29K Β· πŸ“¦ 610K Β· πŸ“‹ 69K - 12% open Β· ⏱️ 02.05.2024): ``` git clone https://github.com/python/cpython @@ -4384,14 +4358,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` conda install -c conda-forge typing ``` -- [npm](https://www.npmjs.com/package/@buckpkg/python) (πŸ“¦ 4 Β· ⏱️ 03.08.2017): +- [npm](https://www.npmjs.com/package/@buckpkg/python) (πŸ“¦ 6 Β· ⏱️ 03.08.2017): ``` npm install @buckpkg/python ```
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’» 630 Β· πŸ”€ 7.3K Β· πŸ“₯ 77K Β· πŸ“‹ 5.6K - 32% open Β· ⏱️ 25.04.2024): +- [GitHub](https://github.com/micropython/micropython) (πŸ‘¨β€πŸ’» 630 Β· πŸ”€ 7.3K Β· πŸ“₯ 77K Β· πŸ“‹ 5.6K - 32% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/micropython/micropython @@ -4406,7 +4380,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched - grumpy (πŸ₯ˆ23 Β· ⭐ 11K Β· πŸ’€) - Grumpy is a Python to Go source code transcompiler and runtime. Apache-2 - pyston (πŸ₯‰22 Β· ⭐ 2.5K Β· πŸ’€) - A faster and highly-compatible implementation of the Python.. Apache-2 - stackless (πŸ₯‰17 Β· ⭐ 1K Β· πŸ’€) - The Stackless Python programming language. ❗Unlicensed -- cl-python (πŸ₯‰11 Β· ⭐ 360) - An implementation of Python in Common Lisp. ❗Unlicensed +- cl-python (πŸ₯‰11 Β· ⭐ 360 Β· πŸ’€) - An implementation of Python in Common Lisp. ❗Unlicensed

@@ -4416,12 +4390,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Pygments (πŸ₯‡42 Β· ⭐ 1.7K) - Pygments is a generic syntax highlighter written in Python. BSD-2 -- [GitHub](https://github.com/pygments/pygments) (πŸ‘¨β€πŸ’» 840 Β· πŸ”€ 610 Β· πŸ“¦ 710K Β· πŸ“‹ 1.8K - 23% open Β· ⏱️ 13.04.2024): +- [GitHub](https://github.com/pygments/pygments) (πŸ‘¨β€πŸ’» 840 Β· πŸ”€ 610 Β· πŸ“¦ 720K Β· πŸ“‹ 1.8K - 23% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/pygments/pygments ``` -- [PyPi](https://pypi.org/project/pygments) (πŸ“₯ 99M / month Β· πŸ“¦ 38K Β· ⏱️ 21.11.2023): +- [PyPi](https://pypi.org/project/pygments) (πŸ“₯ 100M / month Β· πŸ“¦ 38K Β· ⏱️ 21.11.2023): ``` pip install pygments ``` @@ -4437,23 +4411,23 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/cookiecutter/cookiecutter ``` -- [PyPi](https://pypi.org/project/cookiecutter) (πŸ“₯ 3.7M / month Β· πŸ“¦ 1.7K Β· ⏱️ 21.02.2024): +- [PyPi](https://pypi.org/project/cookiecutter) (πŸ“₯ 3.8M / month Β· πŸ“¦ 1.7K Β· ⏱️ 21.02.2024): ``` pip install cookiecutter ``` -- [Conda](https://anaconda.org/conda-forge/cookiecutter) (πŸ“₯ 990K Β· ⏱️ 22.02.2024): +- [Conda](https://anaconda.org/conda-forge/cookiecutter) (πŸ“₯ 1M Β· ⏱️ 22.02.2024): ``` conda install -c conda-forge cookiecutter ```
pyparsing (πŸ₯‡40 Β· ⭐ 2.1K) - Python library for creating PEG parsers. MIT -- [GitHub](https://github.com/pyparsing/pyparsing) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 270 Β· πŸ“₯ 10K Β· πŸ“¦ 970K Β· πŸ“‹ 340 - 12% open Β· ⏱️ 30.03.2024): +- [GitHub](https://github.com/pyparsing/pyparsing) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 270 Β· πŸ“₯ 10K Β· πŸ“¦ 980K Β· πŸ“‹ 340 - 12% open Β· ⏱️ 30.03.2024): ``` git clone https://github.com/pyparsing/pyparsing ``` -- [PyPi](https://pypi.org/project/pyparsing) (πŸ“₯ 110M / month Β· πŸ“¦ 33K Β· ⏱️ 06.03.2024): +- [PyPi](https://pypi.org/project/pyparsing) (πŸ“₯ 120M / month Β· πŸ“¦ 33K Β· ⏱️ 06.03.2024): ``` pip install pyparsing ``` @@ -4464,12 +4438,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
pycparser (πŸ₯ˆ38 Β· ⭐ 3.1K) - Complete C99 parser in pure Python. BSD-3 -- [GitHub](https://github.com/eliben/pycparser) (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 600 Β· πŸ“¦ 800K Β· πŸ“‹ 350 - 8% open Β· ⏱️ 15.04.2024): +- [GitHub](https://github.com/eliben/pycparser) (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 600 Β· πŸ“¦ 800K Β· πŸ“‹ 360 - 9% open Β· ⏱️ 15.04.2024): ``` git clone https://github.com/eliben/pycparser ``` -- [PyPi](https://pypi.org/project/pycparser) (πŸ“₯ 220M / month Β· πŸ“¦ 17K Β· ⏱️ 30.03.2024): +- [PyPi](https://pypi.org/project/pycparser) (πŸ“₯ 230M / month Β· πŸ“¦ 17K Β· ⏱️ 30.03.2024): ``` pip install pycparser ``` @@ -4485,39 +4459,23 @@ _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“₯ 48M / month Β· πŸ“¦ 720 Β· ⏱️ 12.08.2022): +- [PyPi](https://pypi.org/project/py4j) (πŸ“₯ 49M / month Β· πŸ“¦ 720 Β· ⏱️ 12.08.2022): ``` pip install py4j ``` -- [Conda](https://anaconda.org/conda-forge/py4j) (πŸ“₯ 5.4M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/py4j) (πŸ“₯ 5.5M Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge py4j ```
-
wrapt (πŸ₯ˆ34 Β· ⭐ 2K) - A Python module for decorators, wrappers and monkey patching. BSD-2 - -- [GitHub](https://github.com/GrahamDumpleton/wrapt) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 220 Β· πŸ“‹ 190 - 26% open Β· ⏱️ 10.11.2023): - - ``` - git clone https://github.com/GrahamDumpleton/wrapt - ``` -- [PyPi](https://pypi.org/project/wrapt) (πŸ“₯ 130M / month Β· πŸ“¦ 12K Β· ⏱️ 09.11.2023): - ``` - pip install wrapt - ``` -- [Conda](https://anaconda.org/conda-forge/wrapt) (πŸ“₯ 15M Β· ⏱️ 09.11.2023): - ``` - conda install -c conda-forge wrapt - ``` -
pluggy (πŸ₯ˆ34 Β· ⭐ 1.2K) - A minimalist production ready plugin system. MIT -- [GitHub](https://github.com/pytest-dev/pluggy) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 120 Β· πŸ“‹ 190 - 28% open Β· ⏱️ 23.04.2024): +- [GitHub](https://github.com/pytest-dev/pluggy) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 120 Β· πŸ“‹ 190 - 28% open Β· ⏱️ 30.04.2024): ``` git clone https://github.com/pytest-dev/pluggy ``` -- [PyPi](https://pypi.org/project/pluggy) (πŸ“₯ 130M / month Β· πŸ“¦ 11K Β· ⏱️ 20.04.2024): +- [PyPi](https://pypi.org/project/pluggy) (πŸ“₯ 140M / month Β· πŸ“¦ 11K Β· ⏱️ 20.04.2024): ``` pip install pluggy ``` @@ -4533,7 +4491,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/micheles/decorator ``` -- [PyPi](https://pypi.org/project/decorator) (πŸ“₯ 94M / month Β· πŸ“¦ 25K Β· ⏱️ 07.01.2022): +- [PyPi](https://pypi.org/project/decorator) (πŸ“₯ 98M / month Β· πŸ“¦ 25K Β· ⏱️ 07.01.2022): ``` pip install decorator ``` @@ -4542,48 +4500,64 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge decorator ```
+
wrapt (πŸ₯ˆ33 Β· ⭐ 2K) - A Python module for decorators, wrappers and monkey patching. BSD-2 + +- [GitHub](https://github.com/GrahamDumpleton/wrapt) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 220 Β· πŸ“‹ 190 - 26% open Β· ⏱️ 10.11.2023): + + ``` + git clone https://github.com/GrahamDumpleton/wrapt + ``` +- [PyPi](https://pypi.org/project/wrapt) (πŸ“₯ 130M / month Β· πŸ“¦ 12K Β· ⏱️ 09.11.2023): + ``` + pip install wrapt + ``` +- [Conda](https://anaconda.org/conda-forge/wrapt) (πŸ“₯ 15M Β· ⏱️ 09.11.2023): + ``` + conda install -c conda-forge wrapt + ``` +
Copier (πŸ₯ˆ33 Β· ⭐ 1.7K) - Library and command-line utility for rendering projects templates. MIT -- [GitHub](https://github.com/copier-org/copier) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 160 Β· πŸ“¦ 940 Β· πŸ“‹ 460 - 14% open Β· ⏱️ 22.04.2024): +- [GitHub](https://github.com/copier-org/copier) (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 160 Β· πŸ“¦ 960 Β· πŸ“‹ 460 - 14% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/copier-org/copier ``` -- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 200K / month Β· πŸ“¦ 68 Β· ⏱️ 04.04.2024): +- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 270K / month Β· πŸ“¦ 68 Β· ⏱️ 04.04.2024): ``` pip install copier ```
-
diagrams (πŸ₯‰32 Β· ⭐ 35K) - Diagram as Code for prototyping cloud system architectures. MIT +
fastcore (πŸ₯ˆ33 Β· ⭐ 900 Β· πŸ“ˆ) - Python supercharged for the fastai library. Apache-2 -- [GitHub](https://github.com/mingrammer/diagrams) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 2.2K Β· πŸ“¦ 1.4K Β· πŸ“‹ 560 - 66% open Β· ⏱️ 13.04.2024): +- [GitHub](https://github.com/fastai/fastcore) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 260 Β· πŸ“¦ 6.3K Β· πŸ“‹ 340 - 8% open Β· ⏱️ 01.05.2024): ``` - git clone https://github.com/mingrammer/diagrams + git clone https://github.com/fastai/fastcore ``` -- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 200K / month Β· πŸ“¦ 43 Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/fastcore) (πŸ“₯ 1.7M / month Β· πŸ“¦ 3.4K Β· ⏱️ 01.05.2024): ``` - pip install diagrams + pip install fastcore ``` -- [Conda](https://anaconda.org/conda-forge/diagrams) (πŸ“₯ 180K Β· ⏱️ 30.10.2023): +- [Conda](https://anaconda.org/conda-forge/fastcore) (πŸ“₯ 72K Β· ⏱️ 01.05.2024): ``` - conda install -c conda-forge diagrams + conda install -c conda-forge fastcore ```
-
fastcore (πŸ₯‰31 Β· ⭐ 900 Β· πŸ’€) - Python supercharged for the fastai library. Apache-2 +
diagrams (πŸ₯‰32 Β· ⭐ 35K) - Diagram as Code for prototyping cloud system architectures. MIT -- [GitHub](https://github.com/fastai/fastcore) (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 260 Β· πŸ“¦ 6.2K Β· πŸ“‹ 330 - 9% open Β· ⏱️ 25.06.2023): +- [GitHub](https://github.com/mingrammer/diagrams) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 2.2K Β· πŸ“¦ 1.4K Β· πŸ“‹ 560 - 66% open Β· ⏱️ 13.04.2024): ``` - git clone https://github.com/fastai/fastcore + git clone https://github.com/mingrammer/diagrams ``` -- [PyPi](https://pypi.org/project/fastcore) (πŸ“₯ 1.5M / month Β· πŸ“¦ 330 Β· ⏱️ 28.03.2023): +- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 300K / month Β· πŸ“¦ 43 Β· ⏱️ 30.10.2023): ``` - pip install fastcore + pip install diagrams ``` -- [Conda](https://anaconda.org/conda-forge/fastcore) (πŸ“₯ 72K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/diagrams) (πŸ“₯ 180K Β· ⏱️ 30.10.2023): ``` - conda install -c conda-forge fastcore + conda install -c conda-forge diagrams ```
pyscaffold (πŸ₯‰29 Β· ⭐ 2K Β· πŸ’€) - Python project template generator with batteries included. MIT @@ -4593,7 +4567,7 @@ _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“₯ 800K / month Β· πŸ“¦ 62 Β· ⏱️ 20.06.2023): +- [PyPi](https://pypi.org/project/pyscaffold) (πŸ“₯ 960K / month Β· πŸ“¦ 62 Β· ⏱️ 20.06.2023): ``` pip install pyscaffold ``` @@ -4609,7 +4583,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/arsenetar/send2trash ``` -- [PyPi](https://pypi.org/project/send2trash) (πŸ“₯ 20M / month Β· πŸ“¦ 2.8K Β· ⏱️ 07.04.2024): +- [PyPi](https://pypi.org/project/send2trash) (πŸ“₯ 21M / month Β· πŸ“¦ 2.8K Β· ⏱️ 07.04.2024): ``` pip install send2trash ``` @@ -4618,45 +4592,45 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge send2trash ```
-
python-mss (πŸ₯‰26 Β· ⭐ 960) - An ultra fast cross-platform multiple screenshots module in pure.. MIT +
catalogue (πŸ₯‰26 Β· ⭐ 170) - Super lightweight function registries for your library. MIT -- [GitHub](https://github.com/BoboTiG/python-mss) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 81 Β· πŸ“‹ 140 - 26% open Β· ⏱️ 27.02.2024): +- [GitHub](https://github.com/explosion/catalogue) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 21 Β· πŸ“¦ 40K Β· πŸ“‹ 11 - 36% open Β· ⏱️ 22.03.2024): ``` - git clone https://github.com/BoboTiG/python-mss + git clone https://github.com/explosion/catalogue ``` -- [PyPi](https://pypi.org/project/mss) (πŸ“₯ 820K / month Β· πŸ“¦ 280 Β· ⏱️ 20.04.2023): +- [PyPi](https://pypi.org/project/catalogue) (πŸ“₯ 8.7M / month Β· πŸ“¦ 93 Β· ⏱️ 25.09.2023): ``` - pip install mss + pip install catalogue ``` -- [Conda](https://anaconda.org/conda-forge/python-mss) (πŸ“₯ 45K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/catalogue) (πŸ“₯ 1.3M Β· ⏱️ 25.09.2023): ``` - conda install -c conda-forge python-mss + conda install -c conda-forge catalogue ```
-
catalogue (πŸ₯‰26 Β· ⭐ 170) - Super lightweight function registries for your library. MIT +
python-mss (πŸ₯‰25 Β· ⭐ 960) - An ultra fast cross-platform multiple screenshots module in pure.. MIT -- [GitHub](https://github.com/explosion/catalogue) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 21 Β· πŸ“¦ 39K Β· πŸ“‹ 11 - 36% open Β· ⏱️ 22.03.2024): +- [GitHub](https://github.com/BoboTiG/python-mss) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 81 Β· πŸ“‹ 140 - 26% open Β· ⏱️ 27.02.2024): ``` - git clone https://github.com/explosion/catalogue + git clone https://github.com/BoboTiG/python-mss ``` -- [PyPi](https://pypi.org/project/catalogue) (πŸ“₯ 8.3M / month Β· πŸ“¦ 93 Β· ⏱️ 25.09.2023): +- [PyPi](https://pypi.org/project/mss) (πŸ“₯ 780K / month Β· πŸ“¦ 210 Β· ⏱️ 20.04.2023): ``` - pip install catalogue + pip install mss ``` -- [Conda](https://anaconda.org/conda-forge/catalogue) (πŸ“₯ 1.3M Β· ⏱️ 25.09.2023): +- [Conda](https://anaconda.org/conda-forge/python-mss) (πŸ“₯ 46K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge catalogue + conda install -c conda-forge python-mss ```
Show 6 hidden projects... -- keyboard (πŸ₯‰32 Β· ⭐ 3.7K Β· πŸ’€) - Hook and simulate global keyboard events on Windows and Linux. MIT +- keyboard (πŸ₯ˆ33 Β· ⭐ 3.7K Β· πŸ’€) - Hook and simulate global keyboard events on Windows and Linux. MIT - powerline-shell (πŸ₯‰26 Β· ⭐ 6.2K Β· πŸ’€) - A beautiful and useful prompt for your shell. MIT - pyscreenshot (πŸ₯‰26 Β· ⭐ 490 Β· πŸ’€) - Python screenshot library, replacement for the Pillow.. BSD-2 +- openpyxl (πŸ₯‰26 Β· ⭐ 76 Β· πŸ“ˆ) - 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 -- openpyxl (πŸ₯‰24 Β· ⭐ 76) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT - macropy (πŸ₯‰22 Β· ⭐ 3.3K Β· πŸ’€) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT
diff --git a/history/2024-05-02_changes.md b/history/2024-05-02_changes.md new file mode 100644 index 0000000..3749773 --- /dev/null +++ b/history/2024-05-02_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._ + +- Airflow (πŸ₯‡50 Β· ⭐ 35K Β· πŸ“ˆ) - Platform to programmatically author, schedule, and monitor.. Apache-2 +- cachetools (πŸ₯‡36 Β· ⭐ 2.1K Β· πŸ“ˆ) - Extensible memoizing collections and decorators. MIT +- tortoise-orm (πŸ₯ˆ34 Β· ⭐ 4.2K Β· πŸ“ˆ) - Familiar asyncio ORM for python, built with relations in.. Apache-2 +- fastcore (πŸ₯ˆ33 Β· ⭐ 900 Β· πŸ“ˆ) - Python supercharged for the fastai library. Apache-2 +- openpyxl (πŸ₯‰26 Β· ⭐ 76 Β· πŸ“ˆ) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT + +## 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._ + +- awscli (πŸ₯ˆ43 Β· ⭐ 15K Β· πŸ“‰) - Universal Command Line Interface for Amazon Web Services. Apache-2 +- pexpect (πŸ₯‡37 Β· ⭐ 2.5K Β· πŸ“‰) - A Python module for controlling interactive programs in a pseudo-.. ISC +- pytz (πŸ₯‰33 Β· ⭐ 310 Β· πŸ“‰) - pytz Python historical timezone library and database. MIT +- snorkel (πŸ₯‰29 Β· ⭐ 5.7K Β· πŸ“‰) - A system for quickly generating training data with weak.. Apache-2 +- Phoenix (πŸ₯‰24 Β· ⭐ 2.2K Β· πŸ“‰) - wxPythons Project Phoenix. A new implementation of wxPython,.. ❗️wxWindows + diff --git a/history/2024-05-02_projects.csv b/history/2024-05-02_projects.csv new file mode 100644 index 0000000..d4a1cdf --- /dev/null +++ b/history/2024-05-02_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,labels,github_release_downloads,monthly_downloads,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,dockerhub_id,helm_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,updated_github_id,brew_id,conda_dependent_project_count,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 19:41:36.000,2024-04-25 16:06:20.000,2024-04-18 15:55:35,481.0,22.0,2248,391.0,258.0,24.0,34.0,15361,2024-04-18 15:55:40.000,2024.04.18,100.0,45.0,0,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 13:09:27.000,2024-04-25 17:45:15.000,2024-04-25 17:45:15,334.0,29.0,162,54.0,198.0,,3.0,2172,2024-04-25 17:45:21.000,2024.04.25,100.0,16.0,0,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 14:46:24.000,2024-04-25 16:50:55.000,2024-04-25 16:50:54,327.0,24.0,43,25.0,189.0,3.0,5.0,912,2024-04-25 16:51:00.000,2024.04.25,100.0,7.0,0,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 13:09:27.000,2024-04-25 17:45:15.000,2024-04-25 17:45:15,334.0,29.0,162,54.0,198.0,,3.0,2172,2024-04-25 17:45:21.000,2024.04.25,100.0,16.0,0,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 19:41:36.000,2024-04-25 16:06:20.000,2024-04-18 15:55:35,481.0,22.0,2248,391.0,258.0,24.0,34.0,15361,2024-04-18 15:55:40.000,2024.04.18,100.0,45.0,0,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 21:02:35.000,2024-04-08 22:44:05.000,2023-01-27 22:41:14,830.0,,6999,1664.0,325.0,13.0,74.0,39441,,,,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 19:41:36.000,2024-04-25 16:06:20.000,2024-04-18 15:55:35,481.0,22.0,2248,391.0,258.0,24.0,34.0,15361,2024-04-18 15:55:40.000,2024.04.18,100.0,45.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7,pandas,pandas-dev/pandas,"Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R..",,data-containers,https://github.com/pandas-dev/pandas,https://github.com/pandas-dev/pandas,BSD-3-Clause,2010-08-24 01:37:33.000,2024-05-02 13:21:50.000,2024-05-01 22:37:33,34876.0,619.0,17326,1112.0,32131.0,3775.0,22714.0,42004,2024-04-10 19:47:02.000,2.2.2,126.0,3625.0,54,True,1736006.0,1656350.0,pandas,conda-forge/pandas,['pandas'],260780.0,209005312.0,https://pypi.org/project/pandas,2024-04-10 19:44:10.000,79656.0,207830161.0,https://anaconda.org/conda-forge/pandas,2024-04-11 00:45:25.805,50433154.0,1.0,,,,,,,,,,,,,,,,,, +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 15:52:15.000,2024-05-02 10:01:45.000,2024-05-01 20:04:44,17633.0,666.0,15267,2057.0,10434.0,506.0,5669.0,63720,2024-03-27 20:37:37.000,5.26.1,160.0,1230.0,53,True,642097.0,632575.0,protobuf,conda-forge/protobuf,,43549713.0,195287844.0,https://pypi.org/project/protobuf,2024-04-18 18:43:20.000,6666.0,186525059.0,https://anaconda.org/conda-forge/protobuf,2024-03-06 00:56:40.108,17543089.0,1.0,google-protobuf,https://www.npmjs.com/package/google-protobuf,2022-10-10 20:14:06.161,2856.0,7360407.0,,,,,,,,,,,,, +9,numpy,numpy/numpy,The fundamental package for scientific computing with Python.,,data-containers,https://github.com/numpy/numpy,https://github.com/numpy/numpy,,2010-09-13 23:02:39.000,2024-05-02 12:08:52.000,2024-05-02 12:08:52,35750.0,756.0,9314,594.0,13953.0,2114.0,10438.0,26410,2024-02-06 00:32:23.000,1.26.4,158.0,1764.0,51,False,2798084.0,2276550.0,numpy,conda-forge/numpy,,978221.0,266958880.0,https://pypi.org/project/numpy,2024-03-30 16:16:42.000,521534.0,265372117.0,https://anaconda.org/conda-forge/numpy,2024-05-02 04:20:04.520,74003224.0,1.0,,,,,,,,,,,,,,,,,, +10,cpython,python/cpython,The Python programming language.,,python-implementations,https://github.com/python/cpython,https://github.com/python/cpython,MIT,2016-03-22 19:11:29.679,2024-05-02 13:37:24.000,2024-05-02 13:32:20,121918.0,1313.0,28925,1518.0,50430.0,8470.0,60426.0,59698,2020-07-22 03:00:52.000,0.0.6,11.0,2898.0,50,True,612660.0,612649.0,cpython,conda-forge/typing,,,30864.0,https://pypi.org/project/cpython,2020-07-22 03:00:52.000,5.0,30.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,3021804.0,1.0,@buckpkg/python,https://www.npmjs.com/package/@buckpkg/python,2017-08-03 05:51:22.671,6.0,,,,,,,,,,,,,, +11,Airflow,apache/airflow,"Platform to programmatically author, schedule, and monitor workflows.",,data-pipelines,https://github.com/apache/airflow,https://github.com/apache/airflow,Apache-2.0,2015-04-13 18:04:58.000,2024-05-02 14:09:12.000,2024-05-02 14:09:11,24275.0,1308.0,13560,753.0,26240.0,935.0,8183.0,35082,2024-04-08 12:11:00.000,2.9.0,191.0,3267.0,50,True,18064.0,10541.0,apache-airflow,conda-forge/airflow,,616912.0,33846511.0,https://pypi.org/project/apache-airflow,2024-04-30 10:27:24.000,7523.0,23800308.0,https://anaconda.org/conda-forge/airflow,2024-04-14 23:26:36.669,1027160.0,1.0,,,,,,apache/airflow,stable/airflow,https://hub.docker.com/r/apache/airflow,2024-04-30 10:56:38.452975,513.0,1091961896.0,1.0,,,,,, +12,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 21:38:03.000,2024-05-01 19:17:19.000,2024-05-01 18:05:50,5931.0,196.0,1821,240.0,736.0,206.0,3026.0,8703,2024-05-01 19:17:19.000,1.34.96,1545.0,155.0,49,True,438338.0,427157.0,boto3,conda-forge/boto3,,,1343665568.0,https://pypi.org/project/boto3,2024-05-01 19:17:19.000,11181.0,1343275087.0,https://anaconda.org/conda-forge/boto3,2024-05-01 16:39:40.502,18743110.0,1.0,,,,,,,,,,,,,,,,,, +13,ansible,ansible/ansible,Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and..,,infrastructure,https://github.com/ansible/ansible,https://github.com/ansible/ansible,GPL-3.0,2012-03-06 14:58:02.000,2024-05-02 09:54:45.000,2024-05-02 02:43:22,54374.0,139.0,23697,1919.0,50675.0,862.0,31676.0,61195,2024-04-24 06:14:39.000,9.5.1,352.0,6832.0,48,True,34031.0,33579.0,ansible,conda-forge/ansible,,,5379756.0,https://pypi.org/project/ansible,2024-04-30 20:06:58.000,452.0,5358428.0,https://anaconda.org/conda-forge/ansible,2024-04-24 09:17:02.861,1023765.0,1.0,,,,,,,,,,,,,,,,,, +14,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 02:23:38.000,2024-05-02 11:03:04.000,2024-05-02 11:02:57,11966.0,470.0,1443,131.0,8453.0,43.0,2402.0,6300,2024-02-24 01:16:46.000,42.0.5,128.0,312.0,47,True,681020.0,658625.0,cryptography,conda-forge/cryptography,,,255532497.0,https://pypi.org/project/cryptography,2024-02-24 01:16:46.000,22395.0,254508243.0,https://anaconda.org/conda-forge/cryptography,2024-02-25 09:29:00.614,47115685.0,1.0,,,,,,,,,,,,,,,,,, +15,Celery,celery/celery,Asynchronous task queue/job queue based on distributed message passing.,,data-pipelines,https://github.com/celery/celery,https://github.com/celery/celery,BSD-3-Clause,2009-04-24 11:31:24.000,2024-05-02 12:19:31.000,2024-05-01 16:35:11,12523.0,59.0,4574,472.0,3329.0,697.0,4383.0,23546,2024-04-17 20:32:41.000,5.4.0,206.0,1346.0,46,True,147018.0,131856.0,celery,conda-forge/celery,,,10221762.0,https://pypi.org/project/celery,2024-04-17 20:29:39.000,15162.0,10187376.0,https://anaconda.org/conda-forge/celery,2023-12-30 03:15:22.483,1616142.0,1.0,,,,,,,,,,,,,,,,,, +16,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 21:23:58.000,2024-05-01 15:21:17.000,2024-05-01 15:18:21,2886.0,141.0,1647,114.0,3526.0,375.0,3608.0,18740,2024-04-23 13:38:16.000,2.7.1,139.0,511.0,46,True,406556.0,394151.0,pydantic,conda-forge/pydantic,,,181921312.0,https://pypi.org/project/pydantic,2024-04-23 13:38:16.000,12405.0,181757458.0,https://anaconda.org/conda-forge/pydantic,2024-04-23 20:56:51.805,7537320.0,1.0,,,,,,,,,,,,,pydantic/pydantic,,,,, +17,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 09:52:19.000,2024-05-01 04:07:09.000,2024-05-01 04:07:08,2433.0,14.0,1367,183.0,1100.0,127.0,1447.0,15049,2023-08-17 17:29:32.000,8.1.7,53.0,366.0,46,True,1736318.0,1658870.0,click,conda-forge/click,,330.0,196197038.0,https://pypi.org/project/click,2023-08-17 17:29:10.000,77448.0,195237533.0,https://anaconda.org/conda-forge/click,2023-08-17 22:44:46.345,34541992.0,1.0,,,,,,,,,,,,,,,,,, +18,SQLAlchemy,sqlalchemy/sqlalchemy,The Database Toolkit for Python.,,db-clients,https://github.com/sqlalchemy/sqlalchemy,https://github.com/sqlalchemy/sqlalchemy,MIT,2018-11-27 03:35:03.000,2024-05-01 15:51:46.000,2024-05-01 15:51:29,16947.0,148.0,1329,97.0,783.0,240.0,7529.0,8825,2024-03-23 21:53:32.000,rel_2_0_29,302.0,708.0,45,True,816176.0,767603.0,SQLAlchemy,conda-forge/sqlalchemy,,48003.0,112618623.0,https://pypi.org/project/SQLAlchemy,2024-03-23 21:53:23.000,48573.0,112254169.0,https://anaconda.org/conda-forge/sqlalchemy,2024-03-24 15:04:08.628,14900754.0,1.0,,,,,,,,,,,,,,,,,, +19,Beam,apache/beam,"Unified programming model to define and execute data processing pipelines, including ETL, batch and stream processing.",,data-pipelines,https://github.com/apache/beam,https://github.com/apache/beam,Apache-2.0,2016-02-02 08:00:06.000,2024-05-02 14:08:19.000,2024-05-02 14:08:11,42205.0,596.0,4129,261.0,24476.0,4362.0,2382.0,7532,2024-05-02 01:14:48.000,2.56.0,116.0,1628.0,44,True,7056.0,6905.0,apache-beam,conda-forge/apache-beam-with-aws,,,7008188.0,https://pypi.org/project/apache-beam,2024-05-02 01:10:54.000,151.0,7006094.0,https://anaconda.org/conda-forge/apache-beam-with-aws,2024-04-14 12:55:01.759,67014.0,1.0,,,,,,,,,,,,,,,,,, +20,botocore,boto/botocore,"The low-level, core functionality of boto3 and the AWS CLI.",,infrastructure,https://github.com/boto/botocore,https://github.com/boto/botocore,Apache-2.0,2012-11-13 13:25:36.000,2024-05-02 09:26:37.955,2024-05-01 18:05:36,10924.0,243.0,1056,68.0,2078.0,138.0,955.0,1416,2024-05-01 19:17:34.000,1.34.96,1943.0,204.0,44,True,323892.0,321333.0,botocore,conda-forge/botocore,,,613325276.0,https://pypi.org/project/botocore,2024-05-01 19:17:34.000,2559.0,612708802.0,https://anaconda.org/conda-forge/botocore,2024-05-02 09:26:37.955,25891921.0,1.0,,,,,,,,,,,,,,,,,, +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 15:28:09.000,2024-05-01 14:24:50.000,2024-05-01 14:24:50,3887.0,16.0,1664,540.0,1095.0,267.0,1074.0,47158,2024-02-28 14:52:38.000,13.7.1,191.0,238.0,43,True,205153.0,198109.0,rich,conda-forge/rich,,,57015952.0,https://pypi.org/project/rich,2024-02-28 14:51:14.000,7044.0,56870815.0,https://anaconda.org/conda-forge/rich,2024-02-28 20:06:23.063,6676331.0,1.0,,,,,,,,,,,,,,,,,, +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 18:33:01.000,2024-05-01 21:39:47.000,2024-05-01 21:39:47,3077.0,16.0,3152,642.0,2490.0,154.0,2252.0,22061,2024-03-26 05:33:40.089,24.3.25,38.0,673.0,43,True,104929.0,104340.0,flatbuffers,conda-forge/flatbuffers,,422349.0,20987142.0,https://pypi.org/project/flatbuffers,2024-03-26 05:33:35.000,378.0,19429815.0,https://anaconda.org/conda-forge/flatbuffers,2024-03-26 15:43:35.702,1025577.0,1.0,flatbuffers,https://www.npmjs.com/package/flatbuffers,2024-03-26 05:33:40.089,211.0,1529360.0,,,,,,,,,,,,, +23,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 21:02:47.000,2024-05-02 12:28:58.000,2024-05-01 18:30:49,11649.0,361.0,1038,191.0,7998.0,2130.0,5042.0,19933,2024-04-26 21:57:47.000,3.114.0,4155.0,267.0,43,True,8901.0,7724.0,pulumi,,,3024634.0,3702021.0,https://pypi.org/project/pulumi,2024-04-29 12:10:24.000,243.0,1011854.0,,,,2.0,@pulumi/pulumi,https://www.npmjs.com/package/@pulumi/pulumi,2024-04-29 12:12:56.572,934.0,2522132.0,,,,,,,,,,,,, +24,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 09:23:22.000,2024-05-02 13:21:04.000,2024-05-02 11:42:59,3785.0,86.0,2521,278.0,3982.0,681.0,2125.0,18433,2024-04-19 08:46:54.000,2.19.0,85.0,561.0,43,True,48076.0,47012.0,datasets,conda-forge/datasets,,,9363347.0,https://pypi.org/project/datasets,2024-04-19 08:43:05.000,1064.0,9345515.0,https://anaconda.org/conda-forge/datasets,2024-04-19 14:40:32.600,731146.0,1.0,,,,,,,,,,,,,,,,,, +25,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 23:00:09.000,2024-05-01 18:11:09.000,2024-04-29 16:06:19,3659.0,119.0,1871,221.0,1326.0,17.0,695.0,17116,2024-04-29 16:06:54.000,25.0.0,358.0,576.0,43,True,214853.0,211517.0,Faker,conda-forge/faker,,,15104898.0,https://pypi.org/project/Faker,2024-04-29 16:06:45.000,3336.0,15085330.0,https://anaconda.org/conda-forge/faker,2024-04-29 20:42:33.052,919714.0,1.0,,,,,,,,,,,,,,,,,, +26,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 16:07:36.000,2024-05-02 00:24:02.424,2024-05-01 18:05:54,12074.0,224.0,3949,572.0,3761.0,588.0,4045.0,14897,2024-05-01 19:17:04.000,1.32.96,1950.0,441.0,43,True,612.0,4.0,awscli,conda-forge/awscli,,1686.0,156984981.0,https://pypi.org/project/awscli,2024-05-01 19:17:04.000,608.0,156490116.0,https://anaconda.org/conda-forge/awscli,2024-05-02 00:24:02.424,22762644.0,2.0,,,,,,,,,,,,-1.0,,,,,, +27,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 21:59:26.000,2024-05-02 13:37:32.000,2024-05-02 00:08:49,16479.0,767.0,1462,159.0,7692.0,794.0,4125.0,14690,2024-04-25 19:46:57.000,2.18.1,275.0,461.0,43,True,4962.0,4797.0,prefect,conda-forge/prefect,,,1094619.0,https://pypi.org/project/prefect,2024-04-25 19:46:57.000,165.0,1081418.0,https://anaconda.org/conda-forge/prefect,2024-04-26 00:58:48.262,633650.0,1.0,,,,,,,,,,,,,,,,,, +28,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 10:22:26.000,2024-05-01 11:49:26.000,2024-03-27 11:13:32,2322.0,21.0,2452,324.0,1564.0,219.0,1472.0,12269,2024-04-23 17:12:04.000,5.0.4,126.0,438.0,43,True,28058.0,,redis,conda-forge/redis-py,,,36832184.0,https://pypi.org/project/redis,2024-04-23 17:12:04.000,28058.0,36806566.0,https://anaconda.org/conda-forge/redis-py,2024-04-23 19:04:20.045,1204092.0,1.0,,,,,,,,,,,,,,,,,, +29,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 15:01:01.000,2024-04-24 14:42:10.000,2024-04-24 14:39:04,1469.0,47.0,391,65.0,576.0,130.0,574.0,5081,2023-12-31 06:30:30.000,23.2.0,28.0,161.0,43,True,1017249.0,1009524.0,attrs,conda-forge/attrs,,,201250228.0,https://pypi.org/project/attrs,2023-12-31 06:30:30.000,7725.0,200455945.0,https://anaconda.org/conda-forge/attrs,2023-12-31 08:30:42.413,35742756.0,1.0,,,,,,,,,,,,,,,,,, +30,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 16:46:12.000,2024-05-02 13:37:36.000,2024-05-02 13:37:36,17179.0,662.0,2673,407.0,25824.0,1010.0,8647.0,4278,2024-05-01 02:23:57.000,azure-communication-callautomation_1.2.0,100.0,708.0,43,True,3318.0,2458.0,azure-storage-blob,conda-forge/azure-storage-blob,,,48677241.0,https://pypi.org/project/azure-storage-blob,2024-04-16 20:00:55.000,860.0,48653754.0,https://anaconda.org/conda-forge/azure-storage-blob,2024-03-06 03:28:11.584,1103916.0,1.0,,,,,,,,,,,,,,,,,, +31,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 16:30:04.000,2024-05-02 14:09:18.000,2024-05-01 22:24:27,18197.0,1137.0,1264,114.0,13010.0,2488.0,4840.0,10265,2024-04-25 20:40:58.000,1.7.3,612.0,429.0,42,True,2420.0,2277.0,dagster,conda-forge/dagster,,,866612.0,https://pypi.org/project/dagster,2024-04-25 20:08:59.000,143.0,843405.0,https://anaconda.org/conda-forge/dagster,2024-04-26 12:40:59.867,1113966.0,1.0,,,,,,,,,,,,,,,,,, +32,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 16:15:07.000,2024-04-10 09:44:56.000,2024-04-09 20:13:21,3392.0,9.0,1701,193.0,1610.0,437.0,1236.0,6645,2023-12-08 20:47:46.000,7.0.0,88.0,452.0,42,True,128377.0,79663.0,docker,conda-forge/docker-py,,937.0,39946439.0,https://pypi.org/project/docker,2023-12-08 20:42:23.000,48714.0,39856841.0,https://anaconda.org/conda-forge/docker-py,2023-12-09 00:27:54.457,4210770.0,2.0,,,,,,,,,,,,,,,,,, +33,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 15:51:47.000,2024-05-01 21:04:54.000,2024-04-26 20:54:25,37760.0,298.0,1491,301.0,8520.0,83.0,3677.0,4653,2024-04-24 19:13:02.000,google-maps-solar-v0.1.0,100.0,517.0,42,True,2125.0,,google-cloud-storage,conda-forge/google-cloud-storage,,,70033942.0,https://pypi.org/project/google-cloud-storage,2024-03-18 23:55:33.000,2125.0,69939027.0,https://anaconda.org/conda-forge/google-cloud-storage,2024-03-19 07:33:07.001,4366113.0,1.0,,,,,,,,,,,,,,,,,, +34,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 15:46:03.000,2024-05-02 12:06:59.000,2024-04-29 11:10:39,6748.0,59.0,609,36.0,875.0,422.0,1401.0,1706,2023-11-21 20:44:20.000,2.17.2,64.0,841.0,42,True,753823.0,715595.0,pygments,conda-forge/pygments,,,102742397.0,https://pypi.org/project/pygments,2023-11-21 20:43:49.000,38228.0,102074468.0,https://anaconda.org/conda-forge/pygments,2023-11-21 23:08:47.737,29388901.0,1.0,,,,,,,,,,,,,,,,,, +35,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 11:40:58.000,2024-05-01 12:52:41.000,2024-04-24 18:59:42,4740.0,109.0,5051,719.0,4130.0,225.0,7260.0,32416,2024-04-24 20:35:10.000,2.27.0,144.0,538.0,41,True,1748.0,500.0,docker-compose,conda-forge/docker-compose,,92486370.0,3760766.0,https://pypi.org/project/docker-compose,2021-05-10 11:22:10.000,1248.0,1902496.0,https://anaconda.org/conda-forge/docker-compose,2024-04-24 23:22:20.247,401552.0,2.0,,,,,,,,,,,,,,,,,, +36,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 18:31:22.000,2024-05-01 14:15:19.000,2024-04-25 09:10:34,3079.0,34.0,1946,229.0,1172.0,228.0,646.0,21621,2024-02-21 18:02:39.000,2.6.0,42.0,325.0,41,True,28823.0,27169.0,cookiecutter,conda-forge/cookiecutter,,,3873191.0,https://pypi.org/project/cookiecutter,2024-02-21 18:02:39.000,1654.0,3845488.0,https://anaconda.org/conda-forge/cookiecutter,2024-02-22 13:39:27.647,997308.0,1.0,,,,,,,,,,,,,,,,,, +37,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 20:27:32.000,2024-05-02 11:01:55.000,2024-05-01 17:36:02,12925.0,46.0,3029,599.0,3651.0,792.0,4319.0,16963,2024-01-05 13:53:17.000,2.3.0,49.0,619.0,41,True,12954.0,12648.0,kivy,conda-forge/kivy,,36630.0,170162.0,https://pypi.org/project/kivy,2024-01-05 10:31:31.000,306.0,162634.0,https://anaconda.org/conda-forge/kivy,2024-04-08 17:34:41.491,346119.0,1.0,,,,,,,,,,,,,,,,,, +38,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 20:14:11.000,2024-04-26 13:11:41.000,2024-04-26 13:11:26,4601.0,30.0,1363,198.0,477.0,,2402.0,10812,2024-04-17 15:30:49.000,3.17.3,187.0,154.0,41,True,32978.0,29209.0,peewee,conda-forge/peewee,,,2452644.0,https://pypi.org/project/peewee,2024-04-17 15:29:44.000,3769.0,2438566.0,https://anaconda.org/conda-forge/peewee,2024-04-18 01:50:58.475,633521.0,1.0,,,,,,,,,,,,,,,,,, +39,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 10:53:48.000,2024-05-02 01:20:44.000,2024-05-02 01:20:41,1864.0,52.0,1389,207.0,897.0,207.0,951.0,9526,2024-05-01 07:14:48.000,1.16.2,79.0,312.0,41,True,18543.0,16368.0,rq,conda-forge/rq,,,1453031.0,https://pypi.org/project/rq,2024-05-01 07:13:11.000,2175.0,1450562.0,https://anaconda.org/conda-forge/rq,2024-03-26 01:23:59.916,103737.0,2.0,,,,,,,,,,,,,,,,,, +40,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 03:41:08.000,2024-04-26 13:13:16.000,2024-02-11 03:17:05,3994.0,5.0,1979,317.0,784.0,1045.0,792.0,8834,2023-12-18 19:35:30.000,3.4.0,145.0,187.0,41,True,107596.0,94455.0,paramiko,conda-forge/paramiko,,,55776723.0,https://pypi.org/project/paramiko,2023-12-18 19:35:30.000,13141.0,55679781.0,https://anaconda.org/conda-forge/paramiko,2023-12-19 20:01:44.239,4459341.0,2.0,,,,,,,,,,,,,,,,,, +41,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 03:37:43.000,2024-05-01 14:23:55.200,2024-04-30 19:16:15,2672.0,43.0,568,60.0,362.0,31.0,791.0,4440,2024-04-30 19:44:40.000,4.22.0,103.0,111.0,41,True,617069.0,552993.0,jsonschema,conda-forge/jsonschema,,232.0,117590485.0,https://pypi.org/project/jsonschema,2024-04-30 19:44:34.000,64076.0,116951955.0,https://anaconda.org/conda-forge/jsonschema,2024-05-01 14:23:55.200,27456517.0,1.0,,,,,,,,,,,,,python-jsonschema/jsonschema,,,,, +42,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 22:47:39.000,2024-05-02 13:10:48.000,2024-04-30 13:19:43,1635.0,42.0,1166,410.0,1447.0,58.0,1029.0,4140,2024-03-27 12:07:08.000,8.13.0,140.0,203.0,41,True,54227.0,48033.0,elasticsearch,conda-forge/elasticsearch,,3837.0,25380709.0,https://pypi.org/project/elasticsearch,2024-03-27 12:07:08.000,6194.0,25359766.0,https://anaconda.org/conda-forge/elasticsearch,2024-04-04 10:25:20.970,1001013.0,1.0,,,,,,,,,,,,,,,,,, +43,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 00:40:02.000,2024-05-01 15:32:49.000,2024-04-15 14:57:13,4405.0,46.0,514,57.0,928.0,274.0,1236.0,2002,2024-04-10 10:48:28.000,3.11.0,39.0,203.0,41,True,283724.0,268242.0,h5py,conda-forge/h5py,,3292.0,22427551.0,https://pypi.org/project/h5py,2024-04-10 10:48:28.000,15482.0,22099183.0,https://anaconda.org/conda-forge/h5py,2024-04-10 16:41:16.562,15431546.0,1.0,,,,,,,,,,,,,,,,,, +44,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 19:45:33.000,2024-05-02 14:04:56.000,2024-05-02 14:03:03,9543.0,792.0,1598,148.0,8668.0,1601.0,5763.0,26323,2024-04-28 16:26:26.000,py-0.20.23,356.0,401.0,40,True,574.0,4.0,polars,,,616.0,6909324.0,https://pypi.org/project/polars,2024-04-28 16:24:53.000,570.0,6909277.0,,,,2.0,,,,,,,,,,,,,,,,,, +45,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 21:32:24.000,2024-05-02 04:37:05.582,2024-05-01 21:08:55,3323.0,33.0,618,80.0,1061.0,169.0,1051.0,6904,2024-05-01 21:10:51.000,3.21.2,175.0,208.0,40,True,136392.0,134203.0,marshmallow,conda-forge/marshmallow,,,46336574.0,https://pypi.org/project/marshmallow,2024-05-01 21:10:51.000,2189.0,46285623.0,https://anaconda.org/conda-forge/marshmallow,2024-05-02 04:37:05.582,2394737.0,2.0,,,,,,,,,,,,,,,,,, +46,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 06:48:26.000,2024-05-02 13:00:20.000,2024-05-02 13:00:20,1519.0,20.0,401,61.0,737.0,411.0,487.0,3667,2024-05-02 12:15:00.000,1.4.2,112.0,133.0,40,True,433606.0,427825.0,joblib,conda-forge/joblib,,,53930012.0,https://pypi.org/project/joblib,2024-05-02 12:15:00.000,5781.0,53372288.0,https://anaconda.org/conda-forge/joblib,2024-04-08 17:29:28.203,25655322.0,2.0,,,,,,,,,,,,,,,,,, +47,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 17:21:10.000,2024-05-02 13:53:12.000,2024-05-01 15:34:20,5377.0,109.0,1011,109.0,4030.0,1135.0,3157.0,3415,2024-03-29 17:08:57.000,2024.3.0,91.0,495.0,40,True,28624.0,26292.0,xarray,conda-forge/xarray,,,5550532.0,https://pypi.org/project/xarray,2024-03-29 17:08:57.000,2332.0,5336687.0,https://anaconda.org/conda-forge/xarray,2024-03-29 19:58:29.257,9836906.0,2.0,,,,,,,,,,,,,,,,,, +48,pyparsing,pyparsing/pyparsing,Python library for creating PEG parsers.,,others,https://github.com/pyparsing/pyparsing,https://github.com/pyparsing/pyparsing,MIT,2017-05-14 18:07:01.000,2024-03-30 22:50:58.000,2024-03-30 22:50:51,1213.0,38.0,271,26.0,186.0,43.0,297.0,2097,2024-03-06 07:29:28.000,3.1.2,72.0,66.0,40,True,1009975.0,977420.0,pyparsing,conda-forge/pyparsing,,10298.0,117144664.0,https://pypi.org/project/pyparsing,2024-03-06 07:25:50.000,32555.0,115747523.0,https://anaconda.org/conda-forge/pyparsing,2024-03-06 10:33:11.131,43306705.0,1.0,,,,,,,,,,,,,,,,,, +49,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 13:57:47.000,2024-04-13 08:53:37.000,2024-02-21 11:36:09,1947.0,45.0,331,37.0,247.0,178.0,212.0,1169,2024-02-21 11:52:35.000,1.0.0,52.0,130.0,40,True,340251.0,322826.0,future,conda-forge/future,,,40921304.0,https://pypi.org/project/future,2024-02-21 11:52:35.000,17425.0,40615585.0,https://anaconda.org/conda-forge/future,2024-02-22 13:58:22.729,13145946.0,1.0,,,,,,,,,,,,,,,,,, +50,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 16:45:08.000,2024-05-02 13:41:49.000,2024-05-01 02:36:56,2323.0,36.0,326,22.0,913.0,254.0,429.0,900,2024-03-18 19:35:11.000,2024.3.1,79.0,235.0,40,True,115643.0,114583.0,fsspec,conda-forge/fsspec,,,249581624.0,https://pypi.org/project/fsspec,2024-03-18 19:35:11.000,1060.0,249237298.0,https://anaconda.org/conda-forge/fsspec,2024-03-19 00:33:44.664,16527658.0,1.0,,,,,,,,,,,,,,,,,, +51,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 21:35:07.000,2024-05-01 08:23:58.000,2024-04-05 20:21:26,304.0,12.0,1412,371.0,187.0,148.0,191.0,26338,2024-03-11 19:52:24.000,0.6.0,11.0,65.0,39,True,34817.0,32767.0,fire,conda-forge/fire,,,6618643.0,https://pypi.org/project/fire,2024-03-11 19:52:00.000,2050.0,6596012.0,https://anaconda.org/conda-forge/fire,2024-03-12 05:35:30.091,905244.0,2.0,,,,,,,,,,,,,,,,,, +52,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 12:24:11.000,2024-04-30 18:36:14.000,2024-04-30 00:07:09,582.0,103.0,616,72.0,353.0,198.0,178.0,14399,2024-04-09 17:13:25.000,0.12.3,42.0,54.0,39,True,89848.0,86485.0,typer,conda-forge/typer,,,24062783.0,https://pypi.org/project/typer,2024-04-09 17:13:25.000,3363.0,24014536.0,https://anaconda.org/conda-forge/typer,2024-04-09 22:54:01.276,2267632.0,2.0,,,,,,,,,,,,,,,,,, +53,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 00:18:46.000,2024-05-02 14:03:51.000,2024-05-02 13:41:38,12318.0,341.0,1469,82.0,7894.0,193.0,1675.0,9473,2024-04-29 22:11:04.000,1.0.0a3,268.0,427.0,39,True,64.0,,great_expectations,conda-forge/great-expectations,,,19286597.0,https://pypi.org/project/great_expectations,2024-04-29 20:38:53.000,64.0,19270392.0,https://anaconda.org/conda-forge/great-expectations,2024-04-29 22:52:08.778,777872.0,2.0,,,,,,,,,,,,,,,,,, +54,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 20:23:27.000,2024-04-17 09:01:40.000,2023-09-30 22:03:06,1402.0,,667,134.0,675.0,97.0,399.0,8559,2023-09-30 22:11:17.000,1.3.0,64.0,270.0,39,True,108106.0,103208.0,arrow,conda-forge/arrow,,,29157449.0,https://pypi.org/project/arrow,2023-09-30 22:11:16.000,4898.0,29063187.0,https://anaconda.org/conda-forge/arrow,2023-10-01 03:00:03.614,4430359.0,1.0,,,,,,,,,,,,,,,,,, +55,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 20:08:03.000,2024-05-01 21:11:23.000,2024-04-25 17:59:33,1756.0,17.0,3222,139.0,901.0,95.0,1232.0,6442,2024-01-08 22:11:24.000,29.0.0,93.0,195.0,39,True,1536.0,,kubernetes,conda-forge/kubernetes,,,26905908.0,https://pypi.org/project/kubernetes,2024-01-08 22:05:55.000,1536.0,26895809.0,https://anaconda.org/conda-forge/kubernetes,2024-04-18 06:31:40.432,484764.0,2.0,,,,,,,,,,,,,,,,,, +56,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 12:10:20.000,2024-04-24 15:32:09.000,2024-03-10 11:56:26,4154.0,16.0,1224,137.0,1122.0,373.0,1345.0,4162,2024-03-07 17:39:42.000,0.28.2,75.0,391.0,39,True,27440.0,23834.0,mongoengine,conda-forge/mongoengine,,,1272267.0,https://pypi.org/project/mongoengine,2024-03-07 17:39:42.000,3606.0,1266659.0,https://anaconda.org/conda-forge/mongoengine,2023-09-28 14:01:33.150,241148.0,2.0,,,,,,,,,,,,,,,,,, +57,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 05:15:14.000,2024-04-13 17:50:17.000,2024-04-13 17:50:17,1659.0,29.0,269,41.0,533.0,17.0,283.0,3429,2024-01-08 15:47:19.000,10.2.0,45.0,115.0,39,True,230057.0,220304.0,more-itertools,conda-forge/more-itertools,,2955.0,78072749.0,https://pypi.org/project/more-itertools,2024-01-08 15:47:19.000,9753.0,77763754.0,https://anaconda.org/conda-forge/more-itertools,2024-01-08 18:30:36.896,14521215.0,1.0,,,,,,,,,,,,,,,,,, +58,keyring,jaraco/keyring,Store and access your passwords safely.,,cryptography,https://github.com/jaraco/keyring,https://github.com/jaraco/keyring,MIT,2015-02-24 14:10:21.000,2024-04-26 21:51:50.967,2024-04-26 16:00:35,2169.0,91.0,148,22.0,168.0,65.0,448.0,1199,2024-04-26 16:06:03.000,25.2.0,197.0,122.0,39,True,121577.0,116649.0,keyring,conda-forge/keyring,,,53861637.0,https://pypi.org/project/keyring,2024-04-26 16:05:50.000,4928.0,53762016.0,https://anaconda.org/conda-forge/keyring,2024-04-26 21:51:50.967,4582606.0,2.0,,,,,,,,,,,,,,,,,, +59,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 00:09:04.000,2024-04-19 20:18:34.100,2024-04-19 13:06:02,1826.0,56.0,281,54.0,1250.0,51.0,603.0,708,2024-04-18 17:26:56.000,3.21.0,163.0,155.0,39,True,29757.0,28553.0,google-cloud-bigquery,conda-forge/google-cloud-bigquery,,,40849821.0,https://pypi.org/project/google-cloud-bigquery,2024-04-18 17:26:56.000,1204.0,40787963.0,https://anaconda.org/conda-forge/google-cloud-bigquery,2024-04-19 20:18:34.100,2845496.0,2.0,,,,,,,,,,,,,,,,,, +60,tink,google/tink,"Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy..",,cryptography,https://github.com/tink-crypto/tink,https://github.com/tink-crypto/tink,Apache-2.0,2014-06-06 16:21:09.000,2024-05-02 07:03:04.000,2024-04-17 10:22:21,7864.0,270.0,1230,336.0,248.0,,469.0,13452,2024-05-02 07:03:04.000,1.10.0,21.0,116.0,38,True,1079.0,1069.0,tink,,,1099.0,397247.0,https://pypi.org/project/tink,2024-05-02 07:03:04.000,8.0,397027.0,,,,2.0,tink-crypto,https://www.npmjs.com/package/tink-crypto,2023-05-02 19:29:05.212,2.0,207.0,,,,,,,,tink-crypto/tink,,,,, +61,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 10:29:56.000,2024-04-30 15:07:06.000,2024-04-29 09:50:58,3210.0,83.0,864,104.0,1766.0,281.0,1521.0,9367,2024-04-22 14:50:06.000,0.19.5,52.0,225.0,38,True,2405.0,2329.0,kedro,,,,504286.0,https://pypi.org/project/kedro,2024-04-22 14:50:06.000,76.0,504286.0,,,,2.0,,,,,,,,,,,,,,,,,, +62,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 22:12:08.000,2024-04-09 18:06:57.000,2024-02-12 08:46:53,2742.0,6.0,736,149.0,758.0,600.0,561.0,8967,2023-12-13 09:51:12.000,3.0.43,127.0,225.0,38,True,1740.0,,prompt_toolkit,conda-forge/prompt-toolkit,,,50036685.0,https://pypi.org/project/prompt_toolkit,2023-12-13 08:44:35.000,1740.0,49540252.0,https://anaconda.org/conda-forge/prompt-toolkit,2023-12-12 16:46:57.325,22339497.0,2.0,,,,,,,,,,,,,,,,,, +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 02:38:00.000,2024-05-02 13:49:23.000,2024-05-02 13:38:28,6688.0,157.0,1505,139.0,4497.0,537.0,4624.0,8922,2024-04-18 17:57:59.000,1.7.13,255.0,315.0,38,True,4872.0,4837.0,dbt,conda-forge/dbt,,4203.0,56093.0,https://pypi.org/project/dbt,2024-04-30 19:55:22.000,35.0,53017.0,https://anaconda.org/conda-forge/dbt,2023-06-16 13:24:35.863,255894.0,2.0,,,,,,,,,,,,,,dbt,,,, +64,PyMySQL,PyMySQL/PyMySQL,MySQL client library for Python.,,db-clients,https://github.com/PyMySQL/PyMySQL,https://github.com/PyMySQL/PyMySQL,MIT,2011-07-27 17:38:47.000,2024-04-29 18:12:01.000,2024-03-26 07:02:41,1103.0,1.0,1473,229.0,495.0,14.0,640.0,7557,2023-06-26 05:34:54.000,1.1.0,42.0,124.0,38,True,217181.0,216496.0,PyMySQL,conda-forge/pymysql,,,46571261.0,https://pypi.org/project/PyMySQL,2023-06-26 05:34:24.409,685.0,46541751.0,https://anaconda.org/conda-forge/pymysql,2023-06-26 13:59:27.383,1357476.0,2.0,,,,,,,,,,,,,,,,,, +65,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 05:35:17.000,2024-04-29 04:31:49.000,2024-04-29 04:31:22,365.0,4.0,437,34.0,238.0,43.0,236.0,7128,2024-01-23 06:32:58.000,1.0.1,45.0,95.0,38,True,779672.0,769121.0,python-dotenv,conda-forge/python-dotenv,,,60236285.0,https://pypi.org/project/python-dotenv,2024-01-23 06:32:58.000,10551.0,60167651.0,https://anaconda.org/conda-forge/python-dotenv,2024-01-23 13:59:22.151,3157166.0,1.0,,,,,,,,,,,,,,,,,, +66,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 15:18:06.000,2024-05-02 11:03:13.000,2024-04-30 19:04:35,5631.0,110.0,1084,240.0,1624.0,3.0,,4052,2024-04-30 17:32:18.000,4.7.1,140.0,212.0,38,True,3897.0,,pymongo,conda-forge/pymongo,,,27918174.0,https://pypi.org/project/pymongo,2024-04-30 15:46:17.000,3897.0,27881656.0,https://anaconda.org/conda-forge/pymongo,2024-03-28 12:16:51.447,1679831.0,2.0,,,,,,,,,,,,,,,,,, +67,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 01:39:02.000,2024-05-02 10:27:41.000,2024-05-02 09:19:50,2435.0,85.0,666,61.0,1603.0,32.0,1074.0,3804,2024-04-22 18:24:00.000,3.7.3,151.0,149.0,38,True,1622.0,1555.0,awswrangler,conda-forge/awswrangler,['pandas'],235224.0,43692741.0,https://pypi.org/project/awswrangler,2024-04-22 18:15:52.000,67.0,43678395.0,https://anaconda.org/conda-forge/awswrangler,2024-04-22 19:59:53.792,483395.0,2.0,,,,,,,,,,,,,aws/aws-sdk-pandas,,,,, +68,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 01:07:06.000,2024-04-15 07:29:26.000,2024-04-06 14:47:44,1377.0,14.0,625,116.0,130.0,11.0,923.0,3495,2024-02-18 23:11:21.000,3.2.0,167.0,52.0,38,True,80280.0,76170.0,xlsxwriter,conda-forge/xlsxwriter,,,19126314.0,https://pypi.org/project/xlsxwriter,2024-02-18 23:11:21.000,4110.0,19059560.0,https://anaconda.org/conda-forge/xlsxwriter,2023-11-05 19:10:43.834,3204203.0,1.0,,,,,,,,,,,,,,,,,, +69,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 22:01:56.000,2024-04-23 08:50:03.000,2024-04-15 12:45:13,557.0,5.0,596,95.0,180.0,32.0,323.0,3129,2024-03-30 13:22:59.000,release_v2.22,22.0,84.0,38,True,818090.0,800640.0,pycparser,conda-forge/pycparser,,,228248886.0,https://pypi.org/project/pycparser,2024-03-30 13:22:20.000,17450.0,227430932.0,https://anaconda.org/conda-forge/pycparser,2024-03-30 15:14:37.401,38443865.0,2.0,,,,,,,,,,,,,,,,,, +70,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 03:02:53.000,2024-04-24 20:13:28.000,2024-04-24 20:13:10,1807.0,16.0,222,20.0,152.0,108.0,949.0,2471,2023-12-20 17:06:21.000,rel_1_13_1,123.0,184.0,38,True,218516.0,217113.0,alembic,conda-forge/alembic,,,36739695.0,https://pypi.org/project/alembic,2023-12-20 17:06:16.000,1403.0,36638500.0,https://anaconda.org/conda-forge/alembic,2024-01-13 21:09:43.478,4452595.0,2.0,,,,,,,,,,,,,,,,,, +71,PyYAML,yaml/pyyaml,Canonical source repository for PyYAML.,,file-formats,https://github.com/yaml/pyyaml,https://github.com/yaml/pyyaml,MIT,2011-11-03 05:09:49.000,2024-04-12 17:33:55.000,2023-11-14 16:25:37,322.0,,516,54.0,267.0,277.0,322.0,2431,2023-07-18 00:00:10.531,6.0.1,40.0,40.0,38,True,1244811.0,1165329.0,pyyaml,conda-forge/pyyaml,,,304551716.0,https://pypi.org/project/pyyaml,2023-07-18 00:00:10.531,79482.0,303553527.0,https://anaconda.org/conda-forge/pyyaml,2023-09-22 09:16:45.760,43920330.0,1.0,,,,,,,,,,,,,,,,,, +72,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 21:12:01.000,2024-04-02 12:12:53.000,2023-12-21 21:58:06,987.0,,237,53.0,161.0,26.0,218.0,1594,2023-12-21 22:01:50.000,3.0.3,51.0,68.0,38,True,383007.0,372414.0,greenlet,conda-forge/greenlet,,,96019326.0,https://pypi.org/project/greenlet,2023-12-21 22:01:50.000,10593.0,95816619.0,https://anaconda.org/conda-forge/greenlet,2023-12-21 23:45:31.152,9527272.0,1.0,,,,,,,,,,,,,,,,,, +73,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 20:45:45.000,2024-04-19 14:02:08.415,2024-04-19 11:11:32,2009.0,7.0,197,27.0,610.0,99.0,200.0,603,2024-04-19 11:11:54.000,5.14.3,53.0,118.0,38,True,446533.0,431694.0,traitlets,conda-forge/traitlets,,339.0,46012524.0,https://pypi.org/project/traitlets,2024-04-19 11:11:46.000,14839.0,45401488.0,https://anaconda.org/conda-forge/traitlets,2024-04-19 14:02:08.415,26884993.0,1.0,,,,,,,,,,,,,,,,,, +74,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 04:14:54.000,2024-04-30 13:29:02.000,2023-10-22 20:53:42,936.0,,526,226.0,258.0,102.0,259.0,10021,2023-10-22 22:02:54.000,0.19.0,80.0,60.0,37,True,127111.0,125102.0,uvloop,conda-forge/uvloop,,433.0,10127240.0,https://pypi.org/project/uvloop,2023-10-22 22:02:54.000,2009.0,10110847.0,https://anaconda.org/conda-forge/uvloop,2023-10-23 19:09:59.969,704744.0,2.0,,,,,,,,,,,,,,,,,, +75,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 21:35:05.000,2024-05-02 13:32:35.000,2024-05-02 13:32:35,2906.0,145.0,642,116.0,3125.0,711.0,3425.0,9486,2024-04-15 18:05:28.000,0.29.0,96.0,130.0,37,True,1499.0,1464.0,modin,conda-forge/modin-core,['pandas'],196835.0,1172048.0,https://pypi.org/project/modin,2024-04-15 17:53:02.000,35.0,1160134.0,https://anaconda.org/conda-forge/modin-core,2024-04-16 18:26:24.238,309511.0,2.0,,,,,,,,,,,,,,,,,, +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 12:00:17.000,2024-02-12 13:42:07.000,2024-02-12 11:04:51,1464.0,16.0,686,134.0,395.0,185.0,461.0,6276,2024-02-06 22:07:43.000,4.0.0,47.0,148.0,37,True,152712.0,144402.0,watchdog,conda-forge/watchdog,,,20324197.0,https://pypi.org/project/watchdog,2024-02-06 22:04:28.000,8310.0,20263071.0,https://anaconda.org/conda-forge/watchdog,2024-02-07 09:26:23.738,2872943.0,2.0,,,,,,,,,,,,,,,,,, +77,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 23:43:14.000,2024-05-02 13:33:44.000,2024-05-01 01:12:13,653.0,30.0,195,34.0,94.0,3.0,381.0,5585,2024-05-01 01:20:38.000,3.10.2,125.0,22.0,37,True,108945.0,86549.0,orjson,conda-forge/orjson,,,23021393.0,https://pypi.org/project/orjson,2024-05-01 01:16:06.000,22396.0,22997042.0,https://anaconda.org/conda-forge/orjson,2024-05-01 12:10:50.407,1168890.0,2.0,,,,,,,,,,,,,,,,,, +78,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 13:00:26.000,2024-04-17 21:04:38.000,2024-03-08 23:30:02,2179.0,1.0,1359,147.0,978.0,297.0,1196.0,5487,2020-09-30 07:33:37.000,2.0.1,36.0,217.0,37,True,26634.0,25164.0,kafka-python,conda-forge/kafka-python,,1839.0,12973642.0,https://pypi.org/project/kafka-python,2020-09-30 07:24:01.000,1470.0,12968424.0,https://anaconda.org/conda-forge/kafka-python,2023-06-16 13:25:06.579,437056.0,2.0,,,,,,,,,,,,,,,,,, +79,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 02:36:50.000,2024-04-05 19:03:54.000,2024-04-05 19:03:54,1198.0,11.0,585,135.0,337.0,32.0,227.0,4531,2024-04-04 13:55:31.000,3.6.1,47.0,127.0,37,True,97769.0,96484.0,tablib,conda-forge/tablib,,,1988899.0,https://pypi.org/project/tablib,2024-04-04 13:55:31.000,1285.0,1986558.0,https://anaconda.org/conda-forge/tablib,2024-04-04 15:56:20.202,95985.0,1.0,,,,,,,,,,,,,,,,,, +80,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 02:18:43.000,2024-04-24 16:54:46.000,2024-01-24 03:22:09,1214.0,,253,82.0,354.0,119.0,142.0,4521,2024-01-24 03:28:25.000,0.12.1,28.0,77.0,37,True,153493.0,149883.0,toolz,conda-forge/toolz,,,34165730.0,https://pypi.org/project/toolz,2024-01-24 03:28:25.000,3610.0,33710917.0,https://anaconda.org/conda-forge/toolz,2024-01-24 16:12:46.142,20011788.0,2.0,,,,,,,,,,,,,,,,,, +81,Ibis,ibis-project/ibis,the portable Python dataframe library.,,db-clients,https://github.com/ibis-project/ibis,https://github.com/ibis-project/ibis,Apache-2.0,2015-04-17 20:43:46.000,2024-05-02 11:58:28.000,2024-05-02 11:58:27,8066.0,726.0,525,82.0,6128.0,239.0,2603.0,4237,2024-04-30 18:01:25.000,9.0.0,90.0,291.0,37,True,1871.0,1393.0,ibis-framework,conda-forge/ibis-framework,,122.0,193878.0,https://pypi.org/project/ibis-framework,2024-04-30 18:01:18.000,478.0,186812.0,https://anaconda.org/conda-forge/ibis-framework,2024-05-01 14:47:52.326,331914.0,2.0,,,,,,,,,,,,,,,,,, +82,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 16:19:39.000,2024-04-30 15:40:10.000,2024-04-30 15:39:58,1080.0,37.0,797,428.0,458.0,46.0,1262.0,3770,2024-04-30 15:38:52.000,8.13.1,40.0,139.0,37,True,11251.0,10259.0,elasticsearch-dsl,anaconda/elasticsearch-dsl,,203.0,4366547.0,https://pypi.org/project/elasticsearch-dsl,2024-04-30 15:38:52.000,992.0,4366438.0,https://anaconda.org/anaconda/elasticsearch-dsl,2024-02-08 20:22:57.094,8469.0,2.0,,,,,,,,,,,,,,,,,, +83,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 11:05:11.000,2024-04-26 07:21:12.000,2024-02-15 22:26:05,3081.0,1.0,492,72.0,306.0,19.0,1270.0,3214,2024-01-02 21:56:56.000,2.9.9,62.0,136.0,37,False,791438.0,729681.0,psycopg2,psycopg2,,,14660833.0,https://pypi.org/project/psycopg2,2023-10-03 12:45:27.000,61737.0,14658087.0,https://anaconda.org/anaconda/psycopg2,2024-02-29 15:31:04.534,280169.0,2.0,,,,,,,,,,,,,,,20.0,,, +84,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 15:11:38.000,2024-04-20 11:40:15.000,2024-04-20 11:40:15,2890.0,2.0,472,62.0,216.0,62.0,515.0,2671,2024-01-10 11:31:14.000,3.20.0,49.0,148.0,37,True,96433.0,94721.0,pycryptodomex,conda-forge/pycryptodomex,,450.0,34332199.0,https://pypi.org/project/pycryptodomex,2024-01-10 11:31:14.000,1712.0,34296735.0,https://anaconda.org/conda-forge/pycryptodomex,2023-09-23 12:01:55.967,1631226.0,3.0,,,,,,,,,,,,,,,,,, +85,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 17:36:44.000,2024-02-02 14:42:27.000,2023-11-25 05:24:37,1628.0,,471,90.0,309.0,183.0,329.0,2535,2023-11-25 06:56:14.000,4.9.0,20.0,107.0,37,True,392063.0,375718.0,pexpect,conda-forge/pexpect,,4373.0,72603149.0,https://pypi.org/project/pexpect,2023-11-25 06:56:14.000,16345.0,72173118.0,https://anaconda.org/conda-forge/pexpect,2024-01-24 16:21:57.503,18489895.0,1.0,,,,,,,,,,,,-2.0,,,,,, +86,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 18:56:16.000,2024-04-23 18:18:25.000,2024-03-01 18:28:13,1590.0,11.0,470,46.0,645.0,369.0,421.0,2253,2024-03-01 18:35:11.000,2.9.0.post0,34.0,131.0,37,True,6139.0,,python-dateutil,conda-forge/python-dateutil,,35095.0,352353838.0,https://pypi.org/project/python-dateutil,2024-03-01 18:36:18.000,6139.0,350704366.0,https://anaconda.org/conda-forge/python-dateutil,2024-03-01 13:32:48.081,56071218.0,2.0,,,,,,,,,,,,,,,,,, +87,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 22:33:48.000,2024-04-02 09:36:07.000,2024-04-02 09:36:02,859.0,17.0,201,60.0,109.0,6.0,365.0,2144,2024-04-02 09:09:24.000,2.10.0,54.0,75.0,37,True,77839.0,74572.0,numexpr,conda-forge/numexpr,,624.0,4310618.0,https://pypi.org/project/numexpr,2024-04-02 09:09:24.000,3267.0,4141157.0,https://anaconda.org/conda-forge/numexpr,2024-02-05 13:50:40.663,7964346.0,2.0,,,,,,,,,,,,,,,,,, +88,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 21:07:18.000,2024-04-29 18:07:10.000,2024-04-24 15:32:11,972.0,26.0,127,27.0,342.0,61.0,287.0,1614,2024-02-19 08:36:23.000,4.3.0,51.0,49.0,37,True,285782.0,284964.0,anyio,conda-forge/anyio,,,69656870.0,https://pypi.org/project/anyio,2024-02-19 08:36:26.000,818.0,69379175.0,https://anaconda.org/conda-forge/anyio,2024-02-19 15:13:53.866,13329383.0,2.0,,,,,,,,,,,,,,,,,, +89,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 02:03:55.000,2024-05-01 03:40:54.000,2024-05-01 03:40:46,633.0,39.0,197,26.0,653.0,8.0,129.0,1134,2023-12-15 14:52:41.000,4.1.2,23.0,32.0,37,True,227395.0,219170.0,bcrypt,conda-forge/bcrypt,,,58653021.0,https://pypi.org/project/bcrypt,2023-12-15 14:52:41.000,8225.0,58545975.0,https://anaconda.org/conda-forge/bcrypt,2023-12-15 18:31:52.917,4817079.0,3.0,,,,,,,,,,,,,,,,,, +90,six,benjaminp/six,Python 2 and 3 compatibility library.,,compatibility,https://github.com/benjaminp/six,https://github.com/benjaminp/six,MIT,2016-05-10 07:24:51.054,2024-03-27 00:12:53.000,2024-03-27 00:12:53,531.0,1.0,265,29.0,108.0,111.0,184.0,966,2021-05-05 14:18:17.000,1.16.0,28.0,67.0,37,True,2256952.0,2120444.0,six,conda-forge/six,,,303217172.0,https://pypi.org/project/six,2021-05-05 14:18:17.000,136508.0,302649942.0,https://anaconda.org/conda-forge/six,2023-06-16 13:17:33.301,54454102.0,2.0,,,,,,,,,,,,,,,,,, +91,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 15:06:38.000,2024-04-25 05:39:19.000,2024-04-14 15:04:15,4103.0,3.0,2389,474.0,2297.0,124.0,881.0,17329,2024-01-15 15:33:51.000,3.5.0,81.0,615.0,36,True,2817.0,2395.0,luigi,luigi,,,341331.0,https://pypi.org/project/luigi,2024-01-15 15:30:38.000,420.0,341186.0,https://anaconda.org/anaconda/luigi,2023-06-16 13:25:26.049,14452.0,2.0,,,,,,,stable/luigi,,,,,,,,2.0,,, +92,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 01:14:24.000,2024-04-03 00:10:27.000,2024-01-26 22:08:21,1605.0,,1932,466.0,554.0,479.0,1312.0,14609,2023-08-31 01:42:03.000,3.2.2,130.0,136.0,36,True,196.0,21.0,fabric,conda-forge/fabric,,,7077955.0,https://pypi.org/project/fabric,2023-08-31 01:42:03.000,175.0,7075722.0,https://anaconda.org/conda-forge/fabric,2023-08-31 04:59:09.600,89347.0,3.0,,,,,,,,,,,,,,,,,, +93,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 14:26:53.000,2024-05-01 02:14:43.000,2024-04-30 06:29:21,404.0,35.0,584,151.0,377.0,229.0,154.0,13034,2024-04-30 06:30:41.000,0.0.18,21.0,72.0,36,True,11809.0,11577.0,sqlmodel,conda-forge/sqlmodel,['pydantic'],,1206461.0,https://pypi.org/project/sqlmodel,2024-04-30 06:30:41.000,232.0,1205576.0,https://anaconda.org/conda-forge/sqlmodel,2024-04-30 11:39:51.617,29212.0,2.0,,,,,,,,,,,,,,,,,, +94,pendulum,sdispater/pendulum,Python datetimes made easy.,,date-time-utils,https://github.com/sdispater/pendulum,https://github.com/sdispater/pendulum,MIT,2016-06-27 23:37:53.000,2024-03-22 11:00:17.000,2023-12-16 21:30:31,835.0,,391,71.0,287.0,226.0,321.0,6066,2023-12-16 21:23:53.000,3.0.0,55.0,96.0,36,True,28522.0,27171.0,pendulum,conda-forge/pendulum,,637.0,28617746.0,https://pypi.org/project/pendulum,2023-12-16 21:23:53.000,1351.0,28596810.0,https://anaconda.org/conda-forge/pendulum,2024-01-07 18:54:51.714,962788.0,2.0,,,,,,,,,,,,,,,,,, +95,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 21:42:52.000,2024-04-30 19:17:48.000,2024-01-12 19:56:59,2744.0,,1245,197.0,1259.0,168.0,1886.0,3443,2023-11-17 18:40:04.000,4.3.0,43.0,230.0,36,True,4580.0,4301.0,netmiko,,,,289613.0,https://pypi.org/project/netmiko,2023-11-17 18:06:05.000,279.0,289613.0,,,,3.0,,,,,,,,,,,,,,,,,, +96,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 20:18:25.000,2024-04-30 12:53:13.000,2023-12-01 12:49:19,374.0,,238,47.0,146.0,110.0,141.0,3435,2022-10-25 02:38:17.509,0.4.6,46.0,51.0,36,True,961750.0,939338.0,colorama,conda-forge/colorama,,,171431480.0,https://pypi.org/project/colorama,2022-10-25 02:38:17.509,22412.0,171122783.0,https://anaconda.org/conda-forge/colorama,2023-06-16 13:16:09.835,29943617.0,2.0,,,,,,,,,,,,,,,,,, +97,pyodbc,mkleehammer/pyodbc,Python ODBC bridge.,,db-clients,https://github.com/mkleehammer/pyodbc,https://github.com/mkleehammer/pyodbc,MIT-0,2008-10-03 15:19:37.000,2024-04-16 21:51:23.000,2024-04-16 21:51:23,517.0,12.0,554,122.0,231.0,59.0,995.0,2847,2024-02-05 17:00:57.000,5.1.0,64.0,59.0,36,False,58727.0,56454.0,pyodbc,conda-forge/pyodbc,,,26174885.0,https://pypi.org/project/pyodbc,2024-02-05 16:52:22.000,2273.0,26144592.0,https://anaconda.org/conda-forge/pyodbc,2024-02-05 20:49:55.775,1302608.0,2.0,,,,,,,,,,,,,,,,,, +98,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 13:03:20.000,2024-04-22 12:53:54.000,2024-04-22 12:53:53,2696.0,30.0,481,123.0,570.0,336.0,1520.0,2840,2024-04-02 15:22:06.000,0.31.1,163.0,65.0,36,True,31863.0,31215.0,xlwings,conda-forge/xlwings,,17479.0,168544.0,https://pypi.org/project/xlwings,2024-04-02 15:22:06.000,648.0,152715.0,https://anaconda.org/conda-forge/xlwings,2024-04-03 07:10:36.970,744034.0,2.0,,,,,,,,,,,,,,,,,, +99,dill,uqfoundation/dill,serialize all of Python.,,serialization,https://github.com/uqfoundation/dill,https://github.com/uqfoundation/dill,BSD-3-Clause,2013-06-28 16:42:27.000,2024-04-22 19:23:39.000,2024-04-22 19:23:32,1012.0,2.0,168,23.0,164.0,178.0,335.0,2138,2024-01-27 23:48:36.000,0.3.8,27.0,45.0,36,True,159955.0,155740.0,dill,conda-forge/dill,,291732.0,55038485.0,https://pypi.org/project/dill,2024-01-27 23:42:14.000,4215.0,54899048.0,https://anaconda.org/conda-forge/dill,2024-01-28 09:41:18.086,6445596.0,2.0,,,,,,,,,,,,,,,,,, +100,cachetools,tkem/cachetools,Extensible memoizing collections and decorators.,,caching,https://github.com/tkem/cachetools,https://github.com/tkem/cachetools,MIT,2014-03-22 10:15:14.000,2024-05-01 18:11:35.000,2024-05-01 18:09:33,303.0,15.0,159,27.0,70.0,11.0,233.0,2113,2024-02-26 20:33:20.000,5.3.3,47.0,13.0,36,True,27228.0,,cachetools,conda-forge/cachetools,,,130176479.0,https://pypi.org/project/cachetools,2024-02-26 20:33:20.000,27228.0,129943166.0,https://anaconda.org/conda-forge/cachetools,2024-02-26 22:51:02.916,11199051.0,1.0,,,,,,,,,,,,2.0,,,,,, +101,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 03:21:47.000,2024-04-09 14:12:56.546,2024-04-08 22:57:11,1121.0,40.0,216,26.0,173.0,59.0,227.0,1907,2024-04-08 22:59:21.000,7.0.1,78.0,81.0,36,True,11138.0,10233.0,deepdiff,conda-forge/deepdiff,,,10862203.0,https://pypi.org/project/deepdiff,2024-04-08 22:59:21.000,905.0,10853288.0,https://anaconda.org/conda-forge/deepdiff,2024-04-09 14:12:56.546,419034.0,1.0,,,,,,,,,,,,,,,,,, +102,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 02:55:59.000,2024-04-29 21:44:35.000,2024-04-27 14:04:08,531.0,24.0,271,26.0,125.0,16.0,151.0,1822,2024-04-21 07:57:57.000,2.11.1,47.0,68.0,36,True,75471.0,69707.0,emoji,conda-forge/emoji,,,3463264.0,https://pypi.org/project/emoji,2024-04-21 07:57:57.000,5764.0,3461679.0,https://anaconda.org/conda-forge/emoji,2024-04-21 15:09:41.834,71353.0,1.0,,,,,,,,,,,,,,,,,, +103,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 14:49:40.000,2024-05-02 07:37:54.000,2024-05-02 00:26:56,1934.0,57.0,251,44.0,1016.0,318.0,414.0,1340,2024-04-05 20:56:35.000,2.17.2,76.0,100.0,36,True,11186.0,3701.0,zarr,conda-forge/zarr,,,653662.0,https://pypi.org/project/zarr,2024-04-05 20:56:35.000,7485.0,588143.0,https://anaconda.org/conda-forge/zarr,2024-04-05 21:28:31.405,3013903.0,2.0,,,,,,,,,,,,,,,,,, +104,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 03:59:23.000,2024-04-27 20:34:57.000,2024-04-27 20:33:54,1504.0,101.0,166,33.0,186.0,69.0,242.0,1217,2024-04-11 09:05:40.000,3.0.4,42.0,76.0,36,True,2488.0,,jsonpickle,conda-forge/jsonpickle,,,11412353.0,https://pypi.org/project/jsonpickle,2024-04-11 09:05:40.000,2488.0,11366525.0,https://anaconda.org/conda-forge/jsonpickle,2024-04-11 14:48:35.125,1695657.0,2.0,,,,,,,,,,,,,,,,,, +105,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 16:48:22.000,2024-04-07 10:56:57.000,2024-03-22 15:16:53,1393.0,7.0,318,33.0,335.0,198.0,240.0,1207,2024-03-24 15:17:24.000,0.41.2,215.0,120.0,36,True,31862.0,29664.0,sqlalchemy-utils,conda-forge/sqlalchemy-utils,,,6521430.0,https://pypi.org/project/sqlalchemy-utils,2024-03-24 15:17:24.000,2198.0,6509626.0,https://anaconda.org/conda-forge/sqlalchemy-utils,2024-03-24 16:29:04.722,566598.0,2.0,,,,,,,,,,,,,,,,,, +106,s3fs,fsspec/s3fs,S3 Filesystem.,,db-clients,https://github.com/fsspec/s3fs,https://github.com/fsspec/s3fs,BSD-3-Clause,2016-03-16 00:19:32.000,2024-04-12 17:25:13.000,2024-04-12 17:25:13,1038.0,12.0,265,19.0,410.0,133.0,328.0,816,2024-03-18 19:43:46.000,2024.3.1,69.0,139.0,36,True,18577.0,17764.0,s3fs,conda-forge/s3fs,,,249670357.0,https://pypi.org/project/s3fs,2024-03-18 19:43:46.000,813.0,249520361.0,https://anaconda.org/conda-forge/s3fs,2024-03-19 13:28:34.302,6749823.0,2.0,,,,,,,,,,,,,,,,,, +107,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 11:47:07.000,2024-05-02 07:08:47.000,2024-05-01 06:16:33,15855.0,259.0,7315,736.0,6025.0,1783.0,3780.0,18387,2024-02-20 12:36:21.000,1.22.2,18.0,628.0,35,True,14.0,,micropython-_markupbase,,,77110.0,951.0,https://pypi.org/project/micropython-_markupbase,2016-10-10 21:51:14.000,14.0,,,,,2.0,,,,,,,,,,,,,,,,,, +108,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,,2018-07-11 18:28:58.000,2024-05-02 11:57:17.000,2024-05-02 11:57:17,73.0,73.0,1823,230.0,3082.0,724.0,2873.0,13142,2024-04-01 17:47:56.000,5.0.4,185.0,19.0,35,False,11946.0,11577.0,pysimplegui,conda-forge/pysimplegui,,,800973.0,https://pypi.org/project/pysimplegui,2024-04-01 17:47:56.000,369.0,798445.0,https://anaconda.org/conda-forge/pysimplegui,2023-06-16 16:16:23.007,144127.0,2.0,,,,,,,,,,,,,,,,,, +109,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 00:48:48.000,2024-04-30 16:46:51.000,2024-03-02 19:39:49,2435.0,1.0,1223,231.0,482.0,156.0,1023.0,8235,2022-12-24 01:04:06.789,4.2.5,51.0,177.0,35,True,12528.0,10564.0,supervisor,conda-forge/supervisor,,,1776317.0,https://pypi.org/project/supervisor,2022-12-24 01:04:06.789,1964.0,1769413.0,https://anaconda.org/conda-forge/supervisor,2023-11-23 10:15:30.879,296891.0,2.0,,,,,,,,,,,,,,,,,, +110,docopt,docopt/docopt,This project is no longer maintained. Please see https://github.com/jazzband/docopt-ng.,,cli-helpers,https://github.com/docopt/docopt,https://github.com/docopt/docopt,MIT,2012-04-07 17:45:14.000,2024-04-02 14:04:31.000,2024-04-02 14:04:30,448.0,1.0,567,161.0,112.0,260.0,187.0,7892,2014-06-16 11:18:57.000,0.6.2,11.0,31.0,35,True,129140.0,116621.0,docopt,conda-forge/docopt,,,11215516.0,https://pypi.org/project/docopt,2014-06-16 11:18:57.000,12519.0,11194024.0,https://anaconda.org/conda-forge/docopt,2023-06-16 13:17:10.080,2084803.0,2.0,,,,,,,,,,,,,,,,,, +111,sh,amoffat/sh,Python process launching.,,process-utils,https://github.com/amoffat/sh,https://github.com/amoffat/sh,MIT,2012-01-15 05:52:06.000,2024-03-13 16:46:44.000,2024-03-13 16:46:43,1468.0,3.0,542,134.0,236.0,7.0,467.0,6862,2023-08-14 08:32:59.000,2.0.0,44.0,98.0,35,True,17233.0,14565.0,sh,conda-forge/sh,,,8256222.0,https://pypi.org/project/sh,2023-08-10 01:31:28.000,2668.0,8251632.0,https://anaconda.org/conda-forge/sh,2023-08-10 02:31:43.807,197403.0,2.0,,,,,,,,,,,,,,,,,, +112,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 06:17:12.000,2024-04-28 21:53:43.000,2024-04-28 21:53:40,1562.0,27.0,347,140.0,205.0,70.0,109.0,6421,2024-03-31 22:43:26.000,24.0.0,54.0,90.0,35,True,7424.0,6975.0,boltons,conda-forge/boltons,,30.0,4146146.0,https://pypi.org/project/boltons,2024-03-31 21:24:05.000,449.0,4046833.0,https://anaconda.org/conda-forge/boltons,2024-04-01 01:56:18.939,4667756.0,2.0,,,,,,,,,,,,,,,,,, +113,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 03:06:38.000,2024-04-24 05:29:38.000,2024-04-24 05:29:37,1646.0,19.0,411,87.0,114.0,10.0,172.0,3404,2024-04-19 05:58:58.000,8.13.35,244.0,31.0,35,True,1491.0,,phonenumbers,conda-forge/phonenumbers,,,6450476.0,https://pypi.org/project/phonenumbers,2024-04-19 05:58:58.000,1491.0,6425636.0,https://anaconda.org/conda-forge/phonenumbers,2024-04-19 09:40:01.977,894246.0,1.0,,,,,,,,,,,,,,,,,, +114,plumbum,tomerfiliba/plumbum,Plumbum: Shell Combinators.,,infrastructure,https://github.com/tomerfiliba/plumbum,https://github.com/tomerfiliba/plumbum,MIT,2012-04-27 08:51:34.000,2024-04-29 08:13:36.172,2024-04-29 06:44:56,1281.0,7.0,181,51.0,329.0,133.0,225.0,2752,2024-04-29 06:09:47.000,1.8.3,29.0,112.0,35,True,6757.0,6271.0,plumbum,conda-forge/plumbum,,,3685578.0,https://pypi.org/project/plumbum,2024-04-29 06:09:47.000,486.0,3659911.0,https://anaconda.org/conda-forge/plumbum,2024-04-29 08:13:36.172,1001030.0,3.0,,,,,,,,,,,,,,,,,, +115,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 17:30:12.000,2024-04-08 15:27:15.000,2024-04-08 15:27:15,1517.0,3.0,457,134.0,572.0,318.0,379.0,2462,2023-11-17 10:47:56.000,1.2.0,30.0,139.0,35,True,28982.0,27654.0,dateparser,conda-forge/dateparser,,,7064812.0,https://pypi.org/project/dateparser,2023-11-17 10:47:56.000,1328.0,7060332.0,https://anaconda.org/conda-forge/dateparser,2023-11-17 11:56:22.500,210603.0,2.0,,,,,,,,,,,,,,,,,, +116,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 05:09:06.000,2024-03-31 13:30:06.000,2024-02-08 15:35:16,1093.0,9.0,472,55.0,312.0,10.0,325.0,2411,2024-03-10 10:17:55.000,2.2.4,40.0,84.0,35,True,169735.0,162455.0,mysqlclient,conda-forge/mysqlclient,,5292.0,6470799.0,https://pypi.org/project/mysqlclient,2024-02-08 15:53:45.000,7280.0,6463130.0,https://anaconda.org/conda-forge/mysqlclient,2024-03-10 16:42:38.687,350191.0,2.0,,,,,,,,,,,,,,,,,, +117,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 21:34:44.000,2024-04-19 15:56:51.000,2024-04-19 15:56:50,1795.0,26.0,208,92.0,272.0,1.0,,2332,2024-03-26 18:57:20.000,3.4.0,48.0,52.0,35,True,89509.0,88271.0,motor,conda-forge/motor,,,1689442.0,https://pypi.org/project/motor,2024-03-26 17:52:40.000,1238.0,1687899.0,https://anaconda.org/conda-forge/motor,2024-03-26 19:44:42.162,66356.0,2.0,,,,,,,,,,,,,,,,,, +118,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 14:11:13.000,2024-04-25 20:31:00.000,2023-10-25 20:31:08,725.0,,141,40.0,115.0,24.0,151.0,1983,2023-10-25 21:06:04.000,0.20.0,75.0,73.0,35,True,339657.0,337272.0,pyrsistent,conda-forge/pyrsistent,,,41617101.0,https://pypi.org/project/pyrsistent,2023-10-25 21:06:04.000,2385.0,41167754.0,https://anaconda.org/conda-forge/pyrsistent,2023-10-31 12:42:54.224,20669998.0,1.0,,,,,,,,,,,,,,,,,, +119,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 16:54:42.000,2024-05-02 02:10:29.000,2024-04-24 17:37:47,806.0,80.0,223,59.0,529.0,148.0,637.0,1548,2019-06-19 22:31:20.000,3.7.4,16.0,98.0,35,True,6110.0,,typing,conda-forge/typing,,,8788001.0,https://pypi.org/project/typing,2021-05-01 18:03:55.000,6110.0,8757167.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,3021763.0,2.0,,,,,,,,,,,,,,,,,, +120,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 15:37:34.000,2024-04-15 20:41:57.799,2024-04-14 21:26:19,771.0,5.0,124,35.0,220.0,55.0,213.0,1365,2024-04-14 21:26:49.000,3.3.0,127.0,73.0,35,True,54450.0,52171.0,argcomplete,conda-forge/argcomplete,,353.0,28649972.0,https://pypi.org/project/argcomplete,2024-04-14 21:26:49.000,2279.0,28615483.0,https://anaconda.org/conda-forge/argcomplete,2024-04-15 20:41:57.799,1586388.0,2.0,,,,,,,,,,,,,,,,,, +121,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 09:51:03.000,2024-04-25 05:42:54.000,2024-04-17 03:25:22,1331.0,51.0,189,49.0,211.0,86.0,374.0,1191,2024-03-12 21:29:07.000,1.7.15,90.0,64.0,35,True,3729.0,3643.0,petl,conda-forge/petl,,,2275751.0,https://pypi.org/project/petl,2024-03-12 21:29:07.000,86.0,2270932.0,https://anaconda.org/conda-forge/petl,2024-03-13 00:52:03.874,226527.0,2.0,,,,,,,,,,,,,,,,http://petl.readthedocs.org,, +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 20:58:18.000,2024-04-23 17:16:34.000,2024-04-16 03:31:16,792.0,7.0,205,40.0,122.0,149.0,272.0,1145,2020-01-25 14:40:31.000,0.10.9,32.0,41.0,35,True,39536.0,38814.0,py4j,conda-forge/py4j,,,48969927.0,https://pypi.org/project/py4j,2022-08-12 22:50:48.011,722.0,48911175.0,https://anaconda.org/conda-forge/py4j,2023-06-16 13:21:18.228,5464021.0,2.0,,,,,,,,,,,,,py4j/py4j,,,,, +123,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 08:16:32.000,2024-04-20 02:10:06.000,2024-04-20 02:10:06,425.0,72.0,143,13.0,200.0,1.0,169.0,905,2024-04-19 13:31:58.000,0.28.1,51.0,52.0,35,True,114663.0,112755.0,validators,conda-forge/validators,,27.0,7066911.0,https://pypi.org/project/validators,2024-04-19 13:27:28.000,1908.0,7053653.0,https://anaconda.org/conda-forge/validators,2024-04-19 15:42:23.860,609858.0,2.0,,,,,,,,,,,,,python-validators/validators,,,,, +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 00:29:27.000,2024-04-29 20:37:42.891,2024-04-27 18:01:52,308.0,17.0,100,16.0,211.0,14.0,96.0,683,2024-04-29 15:59:29.000,3.14.0,69.0,46.0,35,True,432577.0,429531.0,filelock,conda-forge/filelock,,,141091691.0,https://pypi.org/project/filelock,2024-04-29 15:59:29.000,3046.0,140724294.0,https://anaconda.org/conda-forge/filelock,2024-04-29 20:37:42.891,17635059.0,2.0,,,,,,,,,,,,,tox-dev/filelock,,,,, +125,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 22:30:54.000,2024-04-15 19:31:54.296,2020-03-21 18:06:04,970.0,,98,33.0,105.0,58.0,68.0,239,2024-03-26 20:07:32.000,0.6.0,40.0,16.0,35,False,507398.0,492209.0,pyasn1,conda-forge/pyasn1,,,196912258.0,https://pypi.org/project/pyasn1,2024-03-26 20:07:32.000,15189.0,195128026.0,https://anaconda.org/conda-forge/pyasn1,2024-04-15 19:31:54.296,14273856.0,2.0,,,,,,,,,,,,,,,,,, +126,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 21:24:48.000,2024-04-24 15:45:21.000,2024-04-24 15:45:20,738.0,33.0,42,4.0,42.0,4.0,68.0,51,2024-03-14 21:09:12.000,3.18.1,51.0,26.0,35,False,674520.0,670169.0,zipp,conda-forge/zipp,,,209683836.0,https://pypi.org/project/zipp,2024-03-14 21:09:02.000,4351.0,208835777.0,https://anaconda.org/conda-forge/zipp,2023-09-21 00:15:19.475,37314599.0,2.0,,,,,,,,,,,,,,,,,, +127,schedule,dbader/schedule,Python job scheduling for humans.,,infrastructure,https://github.com/dbader/schedule,https://github.com/dbader/schedule,MIT,2013-05-19 12:51:20.000,2024-04-28 12:39:23.000,2024-04-28 12:39:23,396.0,1.0,947,212.0,187.0,157.0,297.0,11494,2023-10-01 13:58:38.000,1.2.1,26.0,60.0,34,True,35735.0,34235.0,schedule,conda-forge/schedule,,,2239075.0,https://pypi.org/project/schedule,2023-10-01 13:58:38.000,1500.0,2237710.0,https://anaconda.org/conda-forge/schedule,2023-10-02 12:55:42.807,54637.0,3.0,,,,,,,,,,,,,,,,,, +128,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 19:33:15.000,2024-04-12 22:23:22.000,2024-04-03 21:42:43,1878.0,5.0,598,122.0,1305.0,275.0,1111.0,8229,2023-02-23 18:30:37.000,1.3.2,22.0,118.0,34,True,22948.0,22937.0,hydra,conda-forge/hydra-core,,,28538.0,https://pypi.org/project/hydra,2016-08-03 13:21:51.000,11.0,9770.0,https://anaconda.org/conda-forge/hydra-core,2023-06-16 19:18:09.635,957178.0,2.0,,,,,,,,,,,,,,,,,, +129,tenacity,jd/tenacity,Retrying library for Python.,,utilities,https://github.com/jd/tenacity,https://github.com/jd/tenacity,Apache-2.0,2016-08-11 12:44:02.000,2024-05-01 19:17:44.000,2024-03-14 10:25:38,497.0,14.0,290,47.0,215.0,99.0,153.0,6008,2023-08-14 13:22:49.000,8.2.3,53.0,91.0,34,True,1941.0,,tenacity,conda-forge/tenacity,,,54640825.0,https://pypi.org/project/tenacity,2023-08-14 13:22:49.000,1941.0,54491399.0,https://anaconda.org/conda-forge/tenacity,2023-08-14 15:29:47.766,6425335.0,2.0,,,,,,,,,,,,,,,,,, +130,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 03:00:30.000,2024-05-02 06:32:22.723,2024-05-01 19:50:55,1967.0,53.0,601,128.0,336.0,27.0,879.0,5821,2024-05-01 19:52:25.000,2.0.0,42.0,108.0,34,True,1670.0,1631.0,csvkit,conda-forge/csvkit,,,175211.0,https://pypi.org/project/csvkit,2024-05-01 19:52:25.000,39.0,172193.0,https://anaconda.org/conda-forge/csvkit,2024-05-02 06:32:22.723,108651.0,2.0,,,,,,,,,,,,,,,,,, +131,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 14:38:21.000,2024-02-02 09:12:11.000,2023-03-12 19:26:01,221.0,,469,105.0,96.0,87.0,163.0,5383,2022-05-08 07:00:02.000,0.13.0,29.0,49.0,34,False,71526.0,65693.0,xmltodict,conda-forge/xmltodict,,,46127842.0,https://pypi.org/project/xmltodict,2022-05-08 07:00:02.000,5833.0,46086346.0,https://anaconda.org/conda-forge/xmltodict,2023-06-16 13:20:35.475,3859205.0,2.0,,,,,,,,,,,,,,,,,, +132,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 20:00:51.000,2024-04-29 11:56:45.000,2024-04-01 18:02:10,916.0,7.0,371,87.0,280.0,26.0,318.0,4250,2023-12-10 22:48:47.000,5.9.0,37.0,88.0,34,True,4598.0,,ujson,conda-forge/ujson,,,11330222.0,https://pypi.org/project/ujson,2023-12-10 22:48:47.000,4598.0,11230061.0,https://anaconda.org/conda-forge/ujson,2023-12-11 01:19:21.996,4707596.0,3.0,,,,,,,,,,,,,,,,,, +133,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 16:52:10.000,2024-05-02 06:03:26.000,2024-04-29 13:37:24,1213.0,20.0,346,43.0,507.0,562.0,513.0,4250,2024-04-26 15:59:33.000,0.20.1,152.0,133.0,34,True,7670.0,7559.0,tortoise-orm,conda-forge/tortoise-orm,,13.0,134341.0,https://pypi.org/project/tortoise-orm,2024-04-26 15:59:33.000,111.0,133842.0,https://anaconda.org/conda-forge/tortoise-orm,2024-04-26 21:09:33.118,17472.0,2.0,,,,,,,,,,,,2.0,,,,,, +134,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 22:47:25.000,2024-04-29 02:57:47.000,2024-04-16 14:17:42,560.0,6.0,816,72.0,429.0,93.0,440.0,3782,2024-02-14 15:55:57.000,0.20.0,50.0,146.0,34,True,898.0,,prometheus_client,conda-forge/prometheus_client,,,35239434.0,https://pypi.org/project/prometheus_client,2024-02-14 15:55:03.000,898.0,34905006.0,https://anaconda.org/conda-forge/prometheus_client,2024-02-14 17:48:15.061,16052579.0,2.0,,,,,,,,,,,,,,,,,, +135,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 10:55:25.000,2024-04-10 10:56:30.000,2024-03-01 17:30:12,335.0,5.0,255,51.0,209.0,126.0,200.0,3704,2024-03-01 17:39:26.000,0.9.0,43.0,59.0,34,True,22990.0,22867.0,databases,conda-forge/databases,,,520806.0,https://pypi.org/project/databases,2024-03-01 17:39:26.000,123.0,516054.0,https://anaconda.org/conda-forge/databases,2024-04-06 18:59:56.305,199610.0,2.0,,,,,,,,,,,,,,,,,, +136,Dynaconf,rochacbruno/dynaconf,Configuration Management for Python.,,configuration,https://github.com/dynaconf/dynaconf,https://github.com/dynaconf/dynaconf,MIT,2015-08-14 21:25:22.000,2024-05-01 00:52:34.000,2024-04-19 19:36:17,759.0,24.0,286,34.0,533.0,114.0,390.0,3525,2024-03-18 20:33:02.000,3.2.5,87.0,123.0,34,True,8660.0,8333.0,dynaconf,conda-forge/dynaconf,,,3125010.0,https://pypi.org/project/dynaconf,2024-03-18 20:28:58.000,327.0,3123298.0,https://anaconda.org/conda-forge/dynaconf,2024-03-26 14:14:35.586,73646.0,2.0,,,,,,,,,,,,,dynaconf/dynaconf,,,,, +137,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 17:44:20.000,2024-03-08 17:47:09.000,2024-03-01 23:03:38,656.0,21.0,194,34.0,53.0,25.0,166.0,3228,2021-05-16 22:03:41.000,2.4.0,40.0,24.0,34,True,2311.0,,sortedcontainers,conda-forge/sortedcontainers,,,52849116.0,https://pypi.org/project/sortedcontainers,2021-05-16 22:03:41.000,2311.0,52717861.0,https://anaconda.org/conda-forge/sortedcontainers,2023-06-16 13:23:54.671,12337984.0,1.0,,,,,,,,,,,,,,,,,, +138,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 10:03:49.000,2024-04-18 05:00:52.000,2023-10-23 15:11:13,1142.0,,238,50.0,267.0,18.0,334.0,3110,2023-08-09 12:51:08.000,1.3.5,27.0,66.0,34,True,17085.0,15925.0,cerberus,conda-forge/cerberus,,,4810312.0,https://pypi.org/project/cerberus,2023-08-09 12:51:08.000,1160.0,4797481.0,https://anaconda.org/conda-forge/cerberus,2023-10-06 12:57:48.461,372109.0,2.0,,,,,,,,,,,,,,,,,, +139,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 13:05:52.000,2024-04-20 07:18:45.000,2024-03-27 22:47:43,1076.0,52.0,374,49.0,399.0,63.0,327.0,3094,2024-03-26 08:43:19.000,7.0.4,61.0,119.0,34,True,650.0,,smart-open,conda-forge/smart_open,,,24053705.0,https://pypi.org/project/smart-open,2024-03-26 08:42:54.000,650.0,24002099.0,https://anaconda.org/conda-forge/smart_open,2024-03-26 12:23:56.875,2373879.0,2.0,,,,,,,,,,,,,piskvorky/smart_open,,,,, +140,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 15:26:24.000,2024-04-29 07:35:23.000,2024-04-29 07:32:26,1448.0,10.0,216,45.0,1235.0,66.0,569.0,2756,2023-12-22 12:12:56.000,0.40.0,740.0,74.0,34,True,4285.0,4233.0,docarray,conda-forge/docarray,,,83660.0,https://pypi.org/project/docarray,2023-12-22 12:31:01.000,52.0,78923.0,https://anaconda.org/conda-forge/docarray,2023-06-18 08:40:32.440,132641.0,2.0,,,,,,,,,,,,,docarray/docarray,,,,, +141,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 22:40:33.000,2024-04-24 17:46:18.000,2023-10-09 21:18:20,331.0,,273,48.0,111.0,19.0,190.0,2542,2022-06-07 20:16:57.000,0.4.27,28.0,61.0,34,True,59873.0,56469.0,python-magic,conda-forge/python-magic,,,8731507.0,https://pypi.org/project/python-magic,2022-06-07 20:16:57.000,3404.0,8725663.0,https://anaconda.org/conda-forge/python-magic,2023-09-25 19:52:44.133,251319.0,2.0,,,,,,,,,,,,,,,,,, +142,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 14:08:50.000,2024-04-26 15:15:45.000,2024-04-26 15:15:44,1035.0,3.0,277,36.0,375.0,206.0,260.0,2378,2023-12-02 01:23:36.121,0.0.1,214.0,101.0,34,True,20876.0,20756.0,pypika,conda-forge/pypika,,,2839021.0,https://pypi.org/project/pypika,2022-03-15 11:22:57.000,120.0,2838603.0,https://anaconda.org/conda-forge/pypika,2023-06-16 19:27:43.516,12971.0,2.0,,,,,,,,,,,,,,,,,, +143,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 22:16:36.000,2024-03-20 10:32:02.000,2023-03-31 03:02:29,558.0,,172,35.0,161.0,46.0,88.0,2082,2022-06-17 18:00:10.000,1.0.1,26.0,31.0,34,False,7107.0,,jmespath,conda-forge/jmespath,,,184115599.0,https://pypi.org/project/jmespath,2022-06-17 18:00:10.000,7107.0,183921289.0,https://anaconda.org/conda-forge/jmespath,2023-06-16 13:16:44.688,18265153.0,3.0,,,,,,,,,,,,,,,,,, +144,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 09:00:14.000,2024-04-29 17:30:42.000,2024-04-27 13:42:34,10054.0,89.0,925,84.0,1803.0,92.0,124.0,2008,2023-08-10 08:07:04.000,3.8.0,71.0,478.0,34,True,865.0,,apache-libcloud,,,,233276.0,https://pypi.org/project/apache-libcloud,2023-08-10 08:07:04.000,865.0,233276.0,,,,2.0,,,,,,,,,,,,,,,,,, +145,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 08:24:41.000,2024-04-19 22:46:31.000,2024-04-19 22:46:30,872.0,4.0,222,47.0,295.0,13.0,287.0,1844,2024-03-01 12:34:50.000,1.0.8,24.0,79.0,34,True,2448.0,,msgpack,conda-forge/msgpack-python,,1294.0,70917745.0,https://pypi.org/project/msgpack,2024-03-01 12:34:50.000,2448.0,70554353.0,https://anaconda.org/conda-forge/msgpack-python,2023-11-25 16:13:54.210,15625151.0,3.0,,,,,,,,,,,,,,,,,, +146,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 05:47:45.000,2024-02-15 12:03:26.747,2023-12-03 09:06:00,654.0,,331,65.0,124.0,20.0,180.0,1632,2023-10-06 08:33:05.000,3.19.2,107.0,43.0,34,True,144437.0,123409.0,simplejson,conda-forge/simplejson,,6443.0,19475385.0,https://pypi.org/project/simplejson,2023-10-06 08:33:05.000,21028.0,19408250.0,https://anaconda.org/conda-forge/simplejson,2024-02-15 12:03:26.747,3219361.0,3.0,,,,,,,,,,,,,,,,,, +147,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 01:44:50.000,2024-03-01 18:21:18.000,2024-03-01 18:21:15,273.0,3.0,148,35.0,78.0,2.0,71.0,1448,2024-02-08 18:32:43.000,8.0.4,48.0,36.0,34,True,85295.0,82305.0,python-slugify,conda-forge/python-slugify,,,18020747.0,https://pypi.org/project/python-slugify,2024-02-08 18:32:43.000,2990.0,17976934.0,https://anaconda.org/conda-forge/python-slugify,2024-02-08 20:57:18.711,2015402.0,2.0,,,,,,,,,,,,,,,,,, +148,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 19:44:46.000,2024-05-01 16:17:54.000,2024-05-01 16:17:48,4981.0,143.0,270,61.0,426.0,170.0,562.0,1274,2023-11-27 12:13:28.000,3.9.2,46.0,134.0,34,True,2665.0,,tables,conda-forge/pytables,,187.0,1188109.0,https://pypi.org/project/tables,2023-11-27 11:52:19.000,2665.0,1033785.0,https://anaconda.org/conda-forge/pytables,2024-04-11 01:09:49.952,7098843.0,2.0,,,,,,,,,,,,,,,,,, +149,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 16:01:42.000,2024-05-01 03:42:18.000,2024-04-12 09:18:53,542.0,13.0,85,23.0,317.0,32.0,75.0,1225,2023-10-30 18:54:14.000,2.1.0,34.0,36.0,34,True,21643.0,21345.0,cleo,conda-forge/cleo,,,32970877.0,https://pypi.org/project/cleo,2023-10-30 18:54:08.000,298.0,32954552.0,https://anaconda.org/conda-forge/cleo,2023-10-30 19:23:44.113,702011.0,3.0,,,,,,,,,,,,,python-poetry/cleo,,,,, +150,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 15:32:26.000,2024-04-30 08:21:05.000,2024-04-30 08:21:05,758.0,36.0,121,23.0,316.0,54.0,136.0,1161,2024-04-20 21:34:40.000,1.5.0,23.0,54.0,34,True,10654.0,,pluggy,conda-forge/pluggy,,,135806525.0,https://pypi.org/project/pluggy,2024-04-20 21:34:40.000,10654.0,135213652.0,https://anaconda.org/conda-forge/pluggy,2024-04-21 02:40:17.306,25493579.0,2.0,,,,,,,,,,,,,,,,,, +151,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 13:43:13.000,2024-04-30 14:10:04.000,2024-04-24 16:07:31,1049.0,60.0,99,22.0,95.0,27.0,89.0,921,2024-04-23 19:54:21.000,7.2.1,51.0,55.0,34,True,22120.0,21055.0,inflect,conda-forge/inflect,,,5678086.0,https://pypi.org/project/inflect,2024-04-23 19:54:08.000,1065.0,5670221.0,https://anaconda.org/conda-forge/inflect,2024-04-23 20:49:31.710,369693.0,2.0,,,,,,,,,,,,,,,,,, +152,decorator,micheles/decorator,Decorators for Humans.,,others,https://github.com/micheles/decorator,https://github.com/micheles/decorator,BSD-2-Clause,2013-11-24 05:55:49.000,2024-03-10 08:45:41.000,2023-08-23 16:34:33,392.0,,105,24.0,58.0,13.0,93.0,811,2022-01-07 08:20:03.000,5.1.1,38.0,27.0,34,True,587112.0,562593.0,decorator,conda-forge/decorator,,,98334238.0,https://pypi.org/project/decorator,2022-01-07 08:20:03.000,24519.0,98047052.0,https://anaconda.org/conda-forge/decorator,2023-06-16 13:18:04.782,26995545.0,2.0,,,,,,,,,,,,,,,,,, +153,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 03:51:15.000,2024-05-01 09:06:29.000,2024-04-30 21:09:40,1179.0,11.0,308,32.0,858.0,7.0,544.0,773,2024-04-30 21:21:13.000,7.2.7,114.0,132.0,34,True,11354.0,7317.0,minio,conda-forge/minio,,,2262146.0,https://pypi.org/project/minio,2024-04-30 21:09:34.000,4037.0,2258491.0,https://anaconda.org/conda-forge/minio,2024-05-01 07:15:23.489,164515.0,2.0,,,,,,,,,,,,,,,,,, +154,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 23:19:42.000,2024-04-23 16:27:54.000,2024-04-02 20:25:22,612.0,8.0,127,20.0,242.0,50.0,36.0,199,2024-03-14 19:11:04.000,0.10.1,41.0,39.0,34,True,287615.0,283211.0,s3transfer,conda-forge/s3transfer,,,334986554.0,https://pypi.org/project/s3transfer,2024-03-14 19:11:04.000,4404.0,334562193.0,https://anaconda.org/conda-forge/s3transfer,2024-03-15 10:11:00.171,18247534.0,2.0,,,,,,,,,,,,,,,,,, +155,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 17:12:57.000,2024-04-24 15:58:40.000,2024-04-13 19:23:34,2808.0,4.0,643,150.0,504.0,276.0,1022.0,12307,2024-03-15 02:50:52.000,1.11.1,222.0,65.0,33,True,2954.0,2897.0,dearpygui,,,,42154.0,https://pypi.org/project/dearpygui,2024-03-15 02:50:52.000,57.0,42154.0,,,,2.0,,,,,,,,,,,,,,,,,, +156,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 06:17:59.000,2024-05-02 13:16:46.000,2024-04-29 18:00:42,8886.0,124.0,593,86.0,2348.0,53.0,394.0,7724,2024-04-29 17:58:15.000,3.9.2,154.0,130.0,33,True,2789.0,2785.0,hub,,,,4377.0,https://pypi.org/project/hub,2023-02-02 20:54:34.806,4.0,4377.0,,,,2.0,,,,,,,,,,,,,activeloopai/deeplake,,,,, +157,gdown,wkentaro/gdown,Google Drive Public File Downloader when Curl/Wget Fails.,,data-loading,https://github.com/wkentaro/gdown,https://github.com/wkentaro/gdown,MIT,2015-10-17 03:01:23.000,2024-04-24 12:01:52.000,2024-02-11 15:15:42,498.0,13.0,318,22.0,140.0,29.0,135.0,3916,2024-02-03 14:26:08.000,5.1.0,90.0,20.0,33,True,30283.0,29771.0,gdown,conda-forge/gdown,,,1479213.0,https://pypi.org/project/gdown,2024-02-03 14:22:22.000,512.0,1473479.0,https://anaconda.org/conda-forge/gdown,2024-02-03 17:36:10.471,269542.0,2.0,,,,,,,,,,,,,,,,,, +158,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 22:55:07.000,2024-04-08 18:16:46.000,2023-01-31 21:17:34,775.0,,429,80.0,71.0,396.0,195.0,3692,2020-03-23 21:49:28.677,0.13.5,35.0,41.0,33,False,19164.0,16493.0,keyboard,conda-forge/keyboard,,,526174.0,https://pypi.org/project/keyboard,2020-03-23 21:49:28.677,2671.0,525402.0,https://anaconda.org/conda-forge/keyboard,2023-06-16 19:26:23.252,27051.0,2.0,,,,,,,,,,,,,,,,,, +159,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 02:18:34.000,2024-05-02 01:08:57.000,2024-05-01 14:49:35,705.0,78.0,272,20.0,688.0,308.0,456.0,3010,2024-03-11 19:19:58.000,0.18.3,86.0,127.0,33,True,1647.0,1529.0,pandera,conda-forge/pandera-core,['pandas'],,2807520.0,https://pypi.org/project/pandera,2024-04-20 01:25:47.000,118.0,2806680.0,https://anaconda.org/conda-forge/pandera-core,2024-03-12 03:10:31.266,36156.0,2.0,,,,,,,,,,,,,unionai-oss/pandera,,,,, +160,schema,keleshev/schema,Schema validation just got Pythonic.,,data-validation,https://github.com/keleshev/schema,https://github.com/keleshev/schema,MIT,2012-08-19 18:56:20.000,2024-04-27 16:47:34.000,2024-04-27 16:47:34,433.0,3.0,207,57.0,154.0,97.0,79.0,2834,2024-03-26 14:40:35.000,0.7.6,26.0,68.0,33,True,9892.0,8937.0,schema,conda-forge/schema,,,16356285.0,https://pypi.org/project/schema,2024-03-26 14:40:35.000,955.0,16353592.0,https://anaconda.org/conda-forge/schema,2023-06-16 16:16:09.653,156220.0,2.0,,,,,,,,,,,,,,,,,, +161,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 10:22:45.000,2024-04-12 09:03:53.000,2023-11-10 08:22:03,735.0,,221,45.0,71.0,50.0,142.0,1980,2023-11-09 06:34:27.000,1.16.0,55.0,27.0,33,True,11996.0,,wrapt,conda-forge/wrapt,,,132600274.0,https://pypi.org/project/wrapt,2023-11-09 06:31:34.000,11996.0,132257228.0,https://anaconda.org/conda-forge/wrapt,2023-11-09 12:40:47.871,14751001.0,2.0,,,,,,,,,,,,,,,,,, +162,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 09:55:10.000,2024-02-19 02:58:43.000,2024-02-02 20:44:49,482.0,,213,36.0,261.0,38.0,211.0,1802,2024-02-03 11:23:55.000,0.14.2,49.0,96.0,33,True,17204.0,15779.0,voluptuous,conda-forge/voluptuous,,,2572747.0,https://pypi.org/project/voluptuous,2024-02-03 11:23:55.000,1425.0,2564244.0,https://anaconda.org/conda-forge/voluptuous,2024-02-03 13:43:43.942,357126.0,2.0,,,,,,,,,,,,,,,,,, +163,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 19:22:44.000,2024-05-02 11:35:37.000,2024-05-01 18:17:39,1477.0,84.0,163,20.0,1002.0,69.0,396.0,1678,2024-04-04 16:09:07.000,9.2.0,61.0,75.0,33,True,1025.0,957.0,copier,,,,267246.0,https://pypi.org/project/copier,2024-04-04 16:09:07.000,68.0,267246.0,,,,2.0,,,,,,,,,,,,,,,,,, +164,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 19:02:31.000,2024-05-02 05:59:34.000,2024-05-01 20:28:24,6046.0,7.0,533,77.0,1124.0,13.0,,1373,2024-03-20 04:16:56.000,3.29.1,77.0,199.0,33,True,7500.0,6786.0,cassandra-driver,conda-forge/cassandra-driver,,,1601555.0,https://pypi.org/project/cassandra-driver,2024-03-20 04:16:56.000,714.0,1597026.0,https://anaconda.org/conda-forge/cassandra-driver,2024-03-20 14:11:37.399,203805.0,3.0,,,,,,,,,,,,,,,,,, +165,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 02:59:29.000,2024-04-24 15:51:24.000,2024-04-24 15:51:24,1307.0,55.0,144,38.0,87.0,2.0,136.0,1087,2024-04-09 00:46:13.000,16.14.0,30.0,54.0,33,True,14914.0,14755.0,path,conda-forge/path,,,1403131.0,https://pypi.org/project/path,2024-04-09 00:46:03.000,159.0,1392200.0,https://anaconda.org/conda-forge/path,2024-04-15 23:12:51.805,524733.0,3.0,,,,,,,,,,,,,,,,,, +166,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 20:16:53.000,2024-05-01 06:11:14.838,2024-05-01 03:00:37,1295.0,22.0,261,19.0,217.0,29.0,306.0,901,2024-05-01 02:30:09.000,1.5.33,145.0,60.0,33,True,9697.0,6256.0,fastcore,conda-forge/fastcore,,,1679561.0,https://pypi.org/project/fastcore,2024-05-01 02:30:09.000,3441.0,1677062.0,https://anaconda.org/conda-forge/fastcore,2024-05-01 06:11:14.838,72485.0,2.0,,,,,,,,,,,,2.0,,,,,, +167,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 13:08:20.000,2024-05-02 12:01:53.000,2024-04-26 09:04:30,1538.0,18.0,186,98.0,794.0,2.0,240.0,865,2024-04-26 12:44:18.000,4.4.12,136.0,43.0,33,True,9516.0,8994.0,neo4j-driver,conda-forge/neo4j-python-driver,,,136626.0,https://pypi.org/project/neo4j-driver,2024-04-26 12:39:55.000,522.0,132265.0,https://anaconda.org/conda-forge/neo4j-python-driver,2024-04-26 13:46:42.453,204977.0,3.0,,,,,,,,,,,,,,,,,, +168,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 13:07:19.000,2024-04-23 18:37:19.000,2024-04-12 18:48:22,405.0,18.0,118,63.0,420.0,35.0,307.0,421,2024-03-07 17:11:22.000,0.22.0,46.0,50.0,33,True,10251.0,9912.0,pandas-gbq,conda-forge/pandas-gbq,,350.0,12957588.0,https://pypi.org/project/pandas-gbq,2024-03-07 17:11:22.000,339.0,12913689.0,https://anaconda.org/conda-forge/pandas-gbq,2024-03-22 20:48:08.228,1887501.0,3.0,,,,,,,,,,,,,,,,,, +169,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 18:51:56.000,2024-03-21 04:57:15.000,2023-11-03 12:31:26,810.0,,132,24.0,96.0,53.0,141.0,317,2022-03-15 14:46:51.000,1.5.1,33.0,39.0,33,True,116747.0,109638.0,asn1crypto,conda-forge/asn1crypto,,,80226013.0,https://pypi.org/project/asn1crypto,2022-03-15 14:46:51.000,7109.0,80124121.0,https://anaconda.org/conda-forge/asn1crypto,2023-06-16 13:20:58.043,8457067.0,3.0,,,,,,,,,,,,,,,,,, +170,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 12:22:30.000,2024-02-02 15:16:32.383,2024-02-02 01:10:12,666.0,,84,13.0,36.0,33.0,55.0,312,2024-02-02 01:18:20.000,release_2024.1,115.0,21.0,33,True,2006568.0,1922469.0,pytz,conda-forge/pytz,,37.0,177600613.0,https://pypi.org/project/pytz,2024-02-02 01:18:37.000,84099.0,176358605.0,https://anaconda.org/conda-forge/pytz,2024-02-02 15:16:32.383,52163854.0,3.0,,,,,,,,,,,,-2.0,,,,,, +171,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 15:23:24.000,2024-04-16 12:57:09.000,2024-04-13 12:05:08,534.0,1.0,2243,389.0,480.0,376.0,189.0,34941,2023-10-30 14:16:37.000,0.23.4,45.0,138.0,32,True,1485.0,1442.0,diagrams,conda-forge/diagrams,,,299771.0,https://pypi.org/project/diagrams,2023-10-30 14:10:21.000,43.0,295991.0,https://anaconda.org/conda-forge/diagrams,2023-10-30 17:06:42.710,181450.0,3.0,,,,,,,,,,,,,,,,,, +172,Records,kennethreitz/records,SQL for Humans.,,db-clients,https://github.com/kennethreitz/records,https://github.com/kennethreitz/records,ISC,2014-12-24 15:20:23.000,2024-03-30 12:46:10.232,2024-03-30 00:01:36,370.0,27.0,570,186.0,90.0,43.0,90.0,7101,2024-03-29 23:53:56.000,0.6.0,13.0,50.0,32,True,1343.0,1161.0,records,conda-forge/records,,,201580.0,https://pypi.org/project/records,2024-03-29 23:50:56.000,182.0,200878.0,https://anaconda.org/conda-forge/records,2024-03-30 12:46:10.232,25306.0,3.0,,,,,,,,,,,,,,,,,, +173,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 21:44:10.000,2024-05-01 03:57:41.000,2024-05-01 03:57:40,8523.0,465.0,679,83.0,1461.0,156.0,706.0,4104,2024-02-06 06:14:51.000,0.4.2,66.0,260.0,32,True,29.0,3.0,toga,,,2911.0,5035.0,https://pypi.org/project/toga,2024-02-06 06:14:51.000,23.0,4865.0,,,,2.0,@pybee/toga,https://www.npmjs.com/package/@pybee/toga,2017-04-23 05:17:57.458,3.0,17.0,,,,,,,,,,,,, +174,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 09:25:46.000,2024-05-02 13:59:21.000,2024-04-24 11:28:23,6442.0,177.0,400,40.0,2361.0,65.0,241.0,3676,2024-04-24 13:21:19.000,0.56.4,137.0,91.0,32,True,504.0,502.0,zenml,,,1.0,19967.0,https://pypi.org/project/zenml,2024-04-30 16:05:54.000,2.0,19967.0,,,,2.0,,,,,,,,,,,,,,,,,, +175,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 13:23:05.000,2024-03-02 15:49:49.000,2022-12-19 03:14:24,1998.0,,312,53.0,206.0,209.0,359.0,3601,2022-12-19 06:54:00.875,4.41.0,288.0,29.0,32,False,3274.0,3147.0,dependency-injector,conda-forge/dependency_injector,,,1102742.0,https://pypi.org/project/dependency-injector,2022-12-19 06:54:00.875,127.0,1101403.0,https://anaconda.org/conda-forge/dependency_injector,2023-06-16 19:27:23.562,42848.0,2.0,,,,,,,,,,,,,,,,,, +176,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 04:56:00.000,2024-03-15 17:41:17.000,2023-09-25 09:31:59,4024.0,,238,89.0,81.0,316.0,332.0,3521,2023-09-25 09:50:22.000,0.7.17,52.0,30.0,32,True,4145.0,3982.0,pony,conda-forge/pony,,102.0,163848.0,https://pypi.org/project/pony,2023-09-25 09:42:56.000,163.0,161497.0,https://anaconda.org/conda-forge/pony,2023-09-25 14:13:52.264,98757.0,3.0,,,,,,,,,,,,,,,,,, +177,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 21:46:54.000,2024-03-20 15:33:34.000,2023-09-21 03:12:16,1555.0,,349,316.0,1630.0,112.0,486.0,3321,2021-10-19 22:26:46.000,1.8.2,47.0,51.0,32,True,352.0,335.0,koalas,conda-forge/koalas,"['spark', 'pandas']",1019.0,2265820.0,https://pypi.org/project/koalas,2021-10-19 22:26:05.000,17.0,2260249.0,https://anaconda.org/conda-forge/koalas,2023-06-16 16:15:24.146,333315.0,2.0,,,,,,,,,,,,,,,,,, +178,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 00:34:19.000,2024-02-19 18:27:51.000,2023-10-24 17:22:15,853.0,,678,141.0,454.0,143.0,402.0,2825,2021-07-13 12:38:57.000,0.10.0,22.0,92.0,32,True,24557.0,23691.0,pandas-datareader,conda-forge/pandas-datareader,,,472288.0,https://pypi.org/project/pandas-datareader,2021-07-13 12:38:57.000,866.0,468119.0,https://anaconda.org/conda-forge/pandas-datareader,2023-06-16 13:23:01.411,354383.0,2.0,,,,,,,,,,,,,,,,,, +179,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 04:16:08.000,2024-01-20 20:30:56.000,2024-01-01 17:54:57,200.0,,190,28.0,76.0,4.0,90.0,2679,2023-03-01 19:38:11.000,3.8,12.0,36.0,32,True,131853.0,128399.0,python-decouple,conda-forge/python-decouple,,12.0,3451062.0,https://pypi.org/project/python-decouple,2023-03-01 19:40:02.580,3454.0,3450044.0,https://anaconda.org/conda-forge/python-decouple,2023-06-16 13:21:51.317,81442.0,3.0,,,,,,,,,,,,,HBNetwork/python-decouple,,,,, +180,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 15:56:50.000,2024-05-01 22:45:25.000,2024-05-01 15:49:12,1595.0,107.0,281,40.0,753.0,146.0,1025.0,2143,2024-04-19 20:15:49.000,1.12.1,129.0,49.0,32,False,420.0,397.0,sdv,conda-forge/sdv,,,60981.0,https://pypi.org/project/sdv,2024-04-19 20:14:27.000,23.0,60359.0,https://anaconda.org/conda-forge/sdv,2024-04-19 21:58:51.761,18055.0,2.0,,,,,,,,,,,,,,,,,, +181,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 04:50:48.000,2024-02-06 22:03:35.000,2021-08-21 19:45:33,503.0,,442,96.0,161.0,3.0,,2134,2020-12-11 11:31:40.086,2.0.1,24.0,51.0,32,False,225576.0,216912.0,xlrd,conda-forge/xlrd,,,22708109.0,https://pypi.org/project/xlrd,2020-12-11 11:31:40.086,8664.0,22664537.0,https://anaconda.org/conda-forge/xlrd,2023-06-16 13:21:36.044,3747274.0,2.0,,,,,,,,,,,,,,,,,, +182,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,,250,50.0,149.0,56.0,85.0,2076,2023-08-01 19:23:00.000,5.2.0,15.0,48.0,32,True,39613.0,6.0,chardet,conda-forge/chardet,,,66035648.0,https://pypi.org/project/chardet,2023-08-01 19:23:00.000,39603.0,65512254.0,https://anaconda.org/conda-forge/chardet,2023-09-23 12:04:37.819,23026245.0,2.0,@pypi/chardet,https://www.npmjs.com/package/@pypi/chardet,2017-08-20 08:18:15.011,4.0,71.0,,,,,,,,,,,,, +183,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 14:59:01.000,2024-03-20 18:52:27.000,2024-02-29 16:59:55,1064.0,4.0,96,18.0,586.0,103.0,448.0,1808,2022-12-08 21:01:02.889,2.3.0,148.0,34.0,32,True,29790.0,29273.0,omegaconf,conda-forge/omegaconf,,,9585074.0,https://pypi.org/project/omegaconf,2024-02-29 17:01:39.000,517.0,9559091.0,https://anaconda.org/conda-forge/omegaconf,2023-06-16 19:17:33.055,1351165.0,3.0,,,,,,,,,,,,,,,,,, +184,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 19:27:16.000,2024-04-18 21:45:06.000,2024-04-17 13:14:43,976.0,4.0,516,96.0,404.0,168.0,379.0,1678,2024-04-18 21:45:06.000,5.3.2,55.0,142.0,32,True,1273.0,,influxdb,conda-forge/influxdb,,,2189346.0,https://pypi.org/project/influxdb,2024-04-18 21:45:06.000,1273.0,2186455.0,https://anaconda.org/conda-forge/influxdb,2023-06-16 19:18:45.040,141683.0,3.0,,,,,,,,,,,,,,,,,, +185,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 16:33:00.000,2024-04-08 17:09:24.000,2024-04-08 17:09:24,438.0,1.0,164,29.0,283.0,86.0,168.0,1582,2023-10-16 12:58:45.000,3.0.0,39.0,59.0,32,True,3043.0,,cloudpickle,conda-forge/cloudpickle,,27.0,40734070.0,https://pypi.org/project/cloudpickle,2023-10-16 12:51:24.000,3043.0,40371609.0,https://anaconda.org/conda-forge/cloudpickle,2023-10-16 14:02:01.196,16673227.0,3.0,,,,,,,,,,,,,,,,,, +186,pygsheets,nithinmurali/pygsheets,Google Sheets Python API v4.,,db-clients,https://github.com/nithinmurali/pygsheets,https://github.com/nithinmurali/pygsheets,MIT,2016-06-06 17:20:44.000,2024-04-30 00:08:14.000,2024-01-14 23:04:32,1101.0,,217,47.0,181.0,58.0,337.0,1485,2022-11-30 17:34:49.000,2.0.6,18.0,91.0,32,True,2555.0,2456.0,pygsheets,,,,1766804.0,https://pypi.org/project/pygsheets,2022-11-30 17:29:01.641,99.0,1766804.0,,,,3.0,,,,,,,,,,,,,,,,,, +187,holidays,dr-prodigy/python-holidays,Generate and work with holidays in Python.,,date-time-utils,https://github.com/dr-prodigy/python-holidays,https://github.com/dr-prodigy/python-holidays,MIT,2020-07-22 20:16:31.317,2024-04-16 11:44:43.589,2024-04-12 00:47:41,2339.0,72.0,434,,,,,1334,2023-06-21 16:43:02.350,0.27.1,75.0,228.0,32,True,475.0,,holidays,conda-forge/holidays,,,7200135.0,https://pypi.org/project/holidays,2024-04-15 16:48:54.000,475.0,7117084.0,https://anaconda.org/conda-forge/holidays,2024-04-16 11:44:43.589,3820360.0,3.0,,,,,,,,,,,,,,,,,, +188,sshtunnel,pahaz/sshtunnel,SSH tunnels to remote server.,,infrastructure,https://github.com/pahaz/sshtunnel,https://github.com/pahaz/sshtunnel,MIT,2014-06-11 21:14:05.000,2024-03-10 15:20:42.000,2023-05-14 21:12:56,446.0,,183,30.0,95.0,61.0,141.0,1186,2021-01-11 13:28:44.000,0.4.0,28.0,26.0,32,True,7338.0,6995.0,sshtunnel,conda-forge/sshtunnel,,,12434739.0,https://pypi.org/project/sshtunnel,2021-01-11 13:28:30.784,343.0,12433168.0,https://anaconda.org/conda-forge/sshtunnel,2023-06-16 13:24:17.374,144582.0,3.0,,,,,,,,,,,,,,,,,, +189,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,,97,67.0,94.0,50.0,59.0,1028,2020-05-11 08:18:45.000,1.4.4,8.0,34.0,32,False,298306.0,282973.0,appdirs,conda-forge/appdirs,,,30566914.0,https://pypi.org/project/appdirs,2020-05-11 07:59:49.000,15333.0,30461907.0,https://anaconda.org/conda-forge/appdirs,2023-06-16 13:15:34.114,10290761.0,3.0,,,,,,,,,,,,,,,,,, +190,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 23:21:22.000,2024-04-18 23:44:51.000,2024-04-18 23:44:51,1275.0,2.0,104,32.0,210.0,49.0,194.0,1006,2024-02-25 01:29:56.000,1.3.8,40.0,30.0,32,True,49042.0,47355.0,Bottleneck,conda-forge/bottleneck,,,1060189.0,https://pypi.org/project/Bottleneck,2024-02-25 01:29:56.000,1687.0,966813.0,https://anaconda.org/conda-forge/bottleneck,2024-02-26 20:39:40.596,4015172.0,2.0,,,,,,,,,,,,,,,,,, +191,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 20:44:22.000,2024-04-29 14:44:30.000,2024-04-29 14:44:29,2181.0,56.0,138,42.0,434.0,104.0,264.0,982,2024-04-24 15:26:55.000,2.0.5,35.0,88.0,32,True,2400.0,2264.0,intake,conda-forge/intake,,,77965.0,https://pypi.org/project/intake,2024-04-24 15:26:55.000,136.0,65829.0,https://anaconda.org/conda-forge/intake,2024-04-24 22:56:59.849,570393.0,2.0,,,,,,,,,,,,,,,,,, +192,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 14:52:32.000,2024-04-29 23:38:58.000,2024-04-19 23:37:00,1357.0,20.0,95,20.0,826.0,16.0,133.0,390,2024-02-01 20:43:20.000,6.0.5,132.0,54.0,32,True,3494.0,,multidict,conda-forge/multidict,,6523.0,106285533.0,https://pypi.org/project/multidict,2024-02-01 20:43:20.000,3494.0,106000868.0,https://anaconda.org/conda-forge/multidict,2024-02-04 10:11:47.941,12237629.0,2.0,,,,,,,,,,,,,,,,,, +193,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 09:57:11.000,2024-04-12 03:05:39.000,2024-02-14 20:05:06,355.0,1.0,55,13.0,72.0,13.0,39.0,375,2024-01-06 02:17:06.000,0.2.13,25.0,19.0,32,True,553227.0,539569.0,wcwidth,conda-forge/wcwidth,,,66256782.0,https://pypi.org/project/wcwidth,2024-01-06 02:10:55.000,13658.0,65734383.0,https://anaconda.org/conda-forge/wcwidth,2024-01-08 16:30:23.823,24552764.0,3.0,,,,,,,,,,,,,,,,,, +194,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 12:28:24.318,2024-04-29 19:47:30.000,2024-04-24 15:42:34,948.0,75.0,41,12.0,63.0,1.0,244.0,58,2024-03-21 13:42:43.000,6.4.0,73.0,44.0,32,False,1887.0,,importlib-resources,conda-forge/importlib_resources,,,81954896.0,https://pypi.org/project/importlib-resources,2024-03-21 13:42:33.000,1887.0,81542915.0,https://anaconda.org/conda-forge/importlib_resources,2024-03-21 17:11:40.892,19775100.0,2.0,,,,,,,,,,,,,,,,,, +195,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 09:44:42.000,2024-04-05 06:36:49.000,2023-07-21 10:40:58,3636.0,,590,143.0,970.0,530.0,775.0,8172,2023-07-21 10:41:31.000,4.17.0,69.0,72.0,31,True,1035.0,734.0,vaex,conda-forge/vaex,,280.0,24356.0,https://pypi.org/project/vaex,2023-07-21 10:41:31.000,301.0,22350.0,https://anaconda.org/conda-forge/vaex,2023-06-16 13:20:19.053,182429.0,3.0,,,,,,,,,,,,,,,,,, +196,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 23:31:13.000,2024-02-20 16:22:32.000,2023-07-24 18:53:19,697.0,,512,107.0,160.0,19.0,292.0,6525,2023-06-12 19:08:02.174,4.8.0,68.0,82.0,31,True,14042.0,13079.0,tinydb,conda-forge/tinydb,,,557657.0,https://pypi.org/project/tinydb,2023-06-12 19:08:02.174,963.0,553541.0,https://anaconda.org/conda-forge/tinydb,2023-06-12 22:06:12.645,391107.0,3.0,,,,,,,,,,,,,,,,,, +197,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 21:37:12.000,2024-05-02 08:06:02.000,2023-03-04 17:45:05,299.0,,565,134.0,195.0,187.0,347.0,6180,2023-02-20 20:34:01.455,0.16.0,41.0,46.0,31,False,7376.0,7290.0,eel,,,,68428.0,https://pypi.org/project/eel,2022-12-09 20:47:00.608,86.0,68428.0,,,,3.0,,,,,,,,,,,,,python-eel/Eel,,,,, +198,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 20:59:09.000,2024-04-14 12:28:56.000,2023-09-20 06:18:21,1023.0,,515,94.0,188.0,22.0,432.0,5375,2022-09-02 09:48:52.000,0.9.0,47.0,76.0,31,True,3594.0,3426.0,transitions,conda-forge/transitions,,,660600.0,https://pypi.org/project/transitions,2022-09-02 09:48:52.000,168.0,649868.0,https://anaconda.org/conda-forge/transitions,2023-06-16 16:15:31.911,633213.0,1.0,,,,,,,,,,,,,,,,,, +199,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 13:08:38.000,2024-04-29 14:41:37.000,2024-04-29 14:41:36,1798.0,45.0,105,44.0,1418.0,66.0,354.0,3290,2023-08-26 13:41:44.000,0.22.0,25.0,49.0,31,True,604.0,545.0,returns,conda-forge/returns,,,152104.0,https://pypi.org/project/returns,2023-08-26 13:41:44.000,59.0,151856.0,https://anaconda.org/conda-forge/returns,2023-08-28 19:31:50.302,8949.0,3.0,,,,,,,,,,,,,,,,,, +200,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,,388,195.0,944.0,264.0,502.0,3180,2021-12-15 15:22:54.705,0.6.0,14.0,67.0,31,False,9243.0,9230.0,blaze,conda-forge/blaze,,,45166.0,https://pypi.org/project/blaze,2021-12-15 15:22:54.705,13.0,42663.0,https://anaconda.org/conda-forge/blaze,2023-06-16 13:21:36.637,202797.0,3.0,,,,,,,,,,,,,,,,,, +201,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,,608,111.0,921.0,211.0,1093.0,2612,2021-12-15 14:47:15.579,0.4.0,62.0,145.0,31,False,1451.0,1448.0,mrjob,conda-forge/mrjob,,,119260.0,https://pypi.org/project/mrjob,2021-12-15 14:47:15.579,3.0,113571.0,https://anaconda.org/conda-forge/mrjob,2023-06-16 13:18:55.628,523400.0,2.0,,,,,,,,,,,,,,,,,, +202,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 20:28:14.000,2024-02-06 15:59:00.000,2024-02-06 15:59:00,251.0,1.0,145,36.0,66.0,49.0,66.0,2541,2023-08-11 13:31:17.000,23.2.1,15.0,36.0,31,True,144784.0,142447.0,aiofiles,conda-forge/aiofiles,,,15407922.0,https://pypi.org/project/aiofiles,2023-08-09 15:23:09.000,2337.0,15383776.0,https://anaconda.org/conda-forge/aiofiles,2023-11-02 17:29:27.974,1038317.0,3.0,,,,,,,,,,,,,,,,,, +203,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 02:18:35.000,2024-04-09 21:09:59.000,2024-04-09 21:09:59,837.0,2.0,429,40.0,640.0,277.0,372.0,2377,2024-01-14 15:41:37.000,6.0.0,92.0,109.0,31,True,1836.0,1673.0,pynamodb,conda-forge/pynamodb,,,2098048.0,https://pypi.org/project/pynamodb,2024-01-14 15:41:37.000,163.0,2084945.0,https://anaconda.org/conda-forge/pynamodb,2024-01-17 22:46:37.252,589654.0,3.0,,,,,,,,,,,,,,,,,, +204,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 01:21:46.000,2024-03-26 19:24:41.000,2024-03-26 19:24:40,237.0,4.0,283,48.0,77.0,50.0,115.0,2352,2023-10-03 10:00:24.000,1.6.4,86.0,30.0,31,True,1267.0,1197.0,datasketch,,,25.0,3309464.0,https://pypi.org/project/datasketch,2023-10-03 10:00:24.000,70.0,3309464.0,,,,3.0,,,,,,,,,,,,,,,,,, +205,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 18:24:42.000,2024-05-02 10:28:47.704,2024-05-01 20:17:58,392.0,16.0,156,35.0,238.0,66.0,150.0,1933,2024-05-01 22:00:25.000,0.26.0,61.0,61.0,31,True,619.0,590.0,arq,conda-forge/arq,,,96848.0,https://pypi.org/project/arq,2024-05-01 22:00:25.000,29.0,96582.0,https://anaconda.org/conda-forge/arq,2024-05-02 10:28:47.704,9843.0,2.0,,,,,,,,,,,,,,,,,, +206,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 14:00:27.000,2024-04-29 18:12:34.000,2024-04-29 18:12:02,698.0,33.0,63,16.0,249.0,1.0,59.0,1405,2024-02-18 19:11:22.000,0.23.1,43.0,15.0,31,True,25354.0,24812.0,bidict,conda-forge/bidict,,52.0,2339972.0,https://pypi.org/project/bidict,2024-02-18 19:09:04.000,542.0,2331279.0,https://anaconda.org/conda-forge/bidict,2024-02-18 23:20:30.644,399911.0,2.0,,,,,,,,,,,,,,,,,, +207,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 09:42:38.000,2024-04-02 08:53:45.000,2023-11-16 21:49:07,517.0,,125,24.0,72.0,26.0,162.0,901,2023-11-16 21:53:00.000,2.12.1,36.0,29.0,31,True,19317.0,18959.0,anytree,conda-forge/anytree,,,1508259.0,https://pypi.org/project/anytree,2023-11-16 21:53:00.000,358.0,1507466.0,https://anaconda.org/conda-forge/anytree,2023-06-16 19:18:51.552,38870.0,2.0,,,,,,,,,,,,,,,,,, +208,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,,362,75.0,22.0,32.0,620.0,878,2023-07-20 16:04:57.864,5.0.2,55.0,17.0,31,True,8589.0,8227.0,cx-Oracle,conda-forge/cx_oracle,,,3982843.0,https://pypi.org/project/cx-Oracle,2023-07-20 16:04:57.864,362.0,3970750.0,https://anaconda.org/conda-forge/cx_oracle,2023-09-24 12:56:34.597,556301.0,3.0,,,,,,,,,,,,,,,,,, +209,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 11:51:08.000,2024-05-02 08:43:05.000,2024-05-02 08:41:08,887.0,12.0,68,19.0,491.0,160.0,293.0,398,2024-03-22 08:44:21.000,2.1.0,94.0,36.0,31,True,11013.0,10859.0,param,conda-forge/param,,,580017.0,https://pypi.org/project/param,2024-05-02 08:43:05.000,154.0,543924.0,https://anaconda.org/conda-forge/param,2024-03-22 10:24:57.844,1552020.0,3.0,,,,,,,,,,,,,,,,,, +210,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,,60,7.0,76.0,2.0,81.0,183,2023-06-21 14:09:09.912,4.3.1,47.0,31.0,31,True,166693.0,162739.0,tzlocal,conda-forge/tzlocal,,,48556301.0,https://pypi.org/project/tzlocal,2023-10-22 17:41:36.000,3954.0,48476593.0,https://anaconda.org/conda-forge/tzlocal,2023-10-22 22:23:29.297,2630377.0,3.0,,,,,,,,,,,,,,,,,, +211,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 00:09:10.000,2024-05-02 02:21:13.000,2024-04-15 17:53:42,808.0,15.0,51,50.0,734.0,43.0,189.0,64,2024-04-15 17:56:33.000,2.23.1,78.0,70.0,31,False,3575.0,3556.0,google-cloud-bigtable,conda-forge/google-cloud-bigtable,,,6830080.0,https://pypi.org/project/google-cloud-bigtable,2024-04-15 17:56:33.000,19.0,6827288.0,https://anaconda.org/conda-forge/google-cloud-bigtable,2024-04-16 08:52:17.559,108892.0,3.0,,,,,,,,,,,,,,,,,, +212,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,,296,102.0,139.0,34.0,263.0,4721,2023-07-12 08:56:00.739,1.6.2,57.0,78.0,30,True,4414.0,3829.0,dataset,conda-forge/dataset,,,115134.0,https://pypi.org/project/dataset,2023-07-12 08:56:00.739,585.0,114913.0,https://anaconda.org/conda-forge/dataset,2023-07-12 10:39:31.317,8403.0,3.0,,,,,,,,,,,,,,,,,, +213,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 00:44:57.000,2024-05-01 10:07:23.000,2024-05-01 10:07:23,995.0,3.0,141,71.0,75.0,9.0,72.0,3273,2018-06-30 04:16:20.000,1.10.3,51.0,33.0,30,True,11463.0,10809.0,funcy,conda-forge/funcy,,,1468449.0,https://pypi.org/project/funcy,2023-03-28 06:24:02.835,654.0,1463641.0,https://anaconda.org/conda-forge/funcy,2023-06-16 13:23:43.902,423149.0,3.0,,,,,,,,,,,,,,,,,, +214,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 19:37:45.000,2024-04-30 22:32:29.000,2024-04-13 11:15:55,3970.0,21.0,340,39.0,351.0,154.0,558.0,3167,2024-02-25 20:40:20.000,2.9.2,214.0,107.0,30,True,125.0,109.0,pyinfra,,,,33356.0,https://pypi.org/project/pyinfra,2024-02-25 20:40:01.000,16.0,33356.0,,,,3.0,,,,,,,,,,,,,pyinfra-dev/pyinfra,,,,, +215,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,,290,62.0,305.0,107.0,239.0,2570,2021-08-17 21:16:54.000,2.1.1,24.0,119.0,30,False,1753.0,1611.0,schematics,conda-forge/schematics,,,310850.0,https://pypi.org/project/schematics,2021-08-17 21:16:54.000,142.0,310399.0,https://anaconda.org/conda-forge/schematics,2023-06-16 16:16:00.762,26201.0,3.0,,,,,,,,,,,,,,,,,, +216,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 23:25:32.000,2024-05-01 17:25:41.000,2024-04-30 06:08:56,867.0,37.0,116,32.0,1092.0,10.0,413.0,2553,2024-04-26 20:52:19.000,1.3.31,330.0,32.0,30,True,257.0,251.0,whylogs,,,33.0,344684.0,https://pypi.org/project/whylogs,2024-04-27 01:01:46.000,6.0,344683.0,,,,2.0,,,,,,,,,,,,,,,,,, +217,pyfilesystem2,pyfilesystem/pyfilesystem2,Pythons Filesystem abstraction layer.,,file-path-utils,https://github.com/PyFilesystem/pyfilesystem2,https://github.com/PyFilesystem/pyfilesystem2,MIT,2016-10-14 15:05:27.000,2024-04-15 23:37:20.000,2022-10-18 10:59:07,785.0,,180,42.0,219.0,108.0,274.0,1949,2023-07-20 15:36:08.195,0.3.0,88.0,47.0,30,False,637.0,,fs,conda-forge/fs,,,2778881.0,https://pypi.org/project/fs,2023-07-20 15:36:08.195,637.0,2769775.0,https://anaconda.org/conda-forge/fs,2023-06-16 13:24:46.417,728556.0,3.0,,,,,,,,,,,,,,,,,, +218,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,,189,26.0,184.0,,80.0,1672,2023-11-21 19:53:26.000,4.9.0,48.0,63.0,30,False,2140.0,,humanize,conda-forge/humanize,,,8037285.0,https://pypi.org/project/humanize,2023-11-21 19:53:26.000,2140.0,8025773.0,https://anaconda.org/conda-forge/humanize,2023-11-21 23:08:24.916,541086.0,3.0,,,,,,,,,,,,,,,,,, +219,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 17:55:17.000,2024-04-12 02:31:53.000,2024-01-12 09:43:33,550.0,,81,23.0,236.0,37.0,99.0,1418,2023-09-08 12:19:01.000,2.0.1,22.0,40.0,30,True,12557.0,12139.0,questionary,conda-forge/questionary,,,1729126.0,https://pypi.org/project/questionary,2023-09-08 12:19:01.000,418.0,1727379.0,https://anaconda.org/conda-forge/questionary,2023-09-10 15:33:11.642,71634.0,3.0,,,,,,,,,,,,,,,,,, +220,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 09:25:51.000,2024-05-01 18:40:10.000,2024-05-01 18:40:08,662.0,29.0,141,22.0,565.0,38.0,256.0,1026,2023-08-06 20:31:23.000,0.12.2,44.0,44.0,30,True,2308.0,2169.0,aiocache,,,16.0,599444.0,https://pypi.org/project/aiocache,2023-08-06 20:31:21.000,139.0,599444.0,,,,2.0,,,,,,,,,,,,,,,,,, +221,python-email-validator,JoshData/python-email-validator,A robust email syntax and deliverability validation library for Python.,,data-validation,https://github.com/JoshData/python-email-validator,https://github.com/JoshData/python-email-validator,Unlicense,2015-04-20 02:46:34.000,2024-04-19 14:57:14.000,2024-04-19 14:55:47,202.0,15.0,147,26.0,48.0,11.0,85.0,1020,2024-02-26 22:09:57.000,2.1.1,29.0,23.0,30,True,479.0,,email-validator,conda-forge/email-validator,,,12830158.0,https://pypi.org/project/email-validator,2024-02-26 22:09:57.000,479.0,12826586.0,https://anaconda.org/conda-forge/email-validator,2024-02-27 09:03:46.232,164338.0,3.0,,,,,,,,,,,,,,,,,, +222,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 19:55:46.000,2024-03-21 16:14:48.514,2024-03-21 10:53:44,530.0,10.0,120,22.0,63.0,24.0,106.0,889,2024-03-21 13:30:45.000,2.1.0,30.0,30.0,30,True,2859.0,2729.0,pyahocorasick,conda-forge/pyahocorasick,,33.0,871047.0,https://pypi.org/project/pyahocorasick,2024-03-21 13:27:31.000,130.0,866031.0,https://anaconda.org/conda-forge/pyahocorasick,2024-03-21 16:14:48.514,215607.0,3.0,,,,,,,,,,,,,,,,,, +223,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 02:58:47.000,2024-03-04 16:27:59.000,2024-03-04 16:27:40,1010.0,4.0,49,16.0,76.0,2.0,92.0,858,2023-06-20 04:19:05.975,8.4.0,59.0,22.0,30,True,29745.0,28370.0,natsort,conda-forge/natsort,,,4943528.0,https://pypi.org/project/natsort,2023-06-20 04:19:05.975,1375.0,4905857.0,https://anaconda.org/conda-forge/natsort,2023-06-20 12:15:21.880,1582223.0,3.0,,,,,,,,,,,,,,,,,, +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 22:42:24.000,2024-04-28 18:52:03.000,2020-10-21 17:48:31,219.0,,77,16.0,283.0,46.0,25.0,683,2020-09-21 21:24:10.000,1.5.2,17.0,23.0,30,False,48010.0,45851.0,cached-property,conda-forge/cached-property,,,15684241.0,https://pypi.org/project/cached-property,2020-09-21 18:39:25.000,2159.0,15569436.0,https://anaconda.org/conda-forge/cached-property,2023-06-16 13:24:56.403,9873263.0,2.0,,,,,,,,,,,,,,,,,, +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 17:54:08.000,2024-04-29 22:55:39.000,2024-04-29 22:55:39,581.0,12.0,358,36.0,315.0,27.0,126.0,659,2020-04-17 20:27:24.000,3.9.0,37.0,72.0,30,True,4682.0,3399.0,pysolr,conda-forge/pysolr,,,320445.0,https://pypi.org/project/pysolr,2023-10-13 15:38:59.000,1283.0,320063.0,https://anaconda.org/conda-forge/pysolr,2023-06-16 13:19:59.904,33248.0,3.0,,,,,,,,,,,,,,,,,, +226,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 12:53:34.000,2024-01-30 12:10:45.000,2024-01-30 12:10:45,603.0,,106,11.0,116.0,22.0,107.0,472,2021-02-24 10:55:03.000,4.7.2,36.0,43.0,30,True,7264.0,,rsa,conda-forge/rsa,,,192390857.0,https://pypi.org/project/rsa,2022-07-20 10:30:05.832,7264.0,192244661.0,https://anaconda.org/conda-forge/rsa,2023-06-16 13:14:30.533,13742437.0,3.0,,,,,,,,,,,,,,,,,, +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 22:32:08.000,2024-04-14 05:21:06.000,2024-02-05 23:03:25,958.0,4.0,4562,630.0,758.0,203.0,100.0,23579,2020-10-04 14:44:02.000,0.1.4,5.0,202.0,29,True,109.0,105.0,algorithms,conda-forge/algorithms,,,1612.0,https://pypi.org/project/algorithms,2020-10-04 14:44:02.000,4.0,1556.0,https://anaconda.org/conda-forge/algorithms,2023-06-16 19:25:42.098,2088.0,3.0,,,,,,,,,,,,,,,,,, +228,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 21:06:05.000,2024-02-21 16:05:35.000,2022-05-08 04:08:19,743.0,,998,282.0,300.0,164.0,464.0,20377,2021-12-15 16:29:29.533,0.8.7,58.0,103.0,29,False,997.0,905.0,gooey,conda-forge/gooey,,621.0,7309.0,https://pypi.org/project/gooey,2022-01-29 23:10:33.000,92.0,6030.0,https://anaconda.org/conda-forge/gooey,2023-06-16 16:15:20.617,76120.0,3.0,,,,,,,,,,,,,,,,,, +229,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,,536,141.0,293.0,276.0,244.0,6675,2020-02-25 22:58:45.202,1.10.4,46.0,95.0,29,False,1907.0,1877.0,faust,,,,16601.0,https://pypi.org/project/faust,2020-02-25 22:58:45.202,30.0,16601.0,,,,3.0,,,,,,,,,,,,,,,,,, +230,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 05:52:45.000,2024-02-28 03:09:24.835,2024-02-27 23:05:17,2693.0,2.0,856,168.0,745.0,18.0,962.0,5714,2024-02-27 23:00:37.000,0.10.0,22.0,81.0,29,True,524.0,508.0,snorkel,conda-forge/snorkel,,1088.0,30291.0,https://pypi.org/project/snorkel,2024-02-27 22:57:29.000,16.0,29008.0,https://anaconda.org/conda-forge/snorkel,2024-02-28 03:09:24.835,48314.0,3.0,,,,,,,,,,,,-2.0,,,,,, +231,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 16:39:43.000,2024-04-04 14:35:18.000,2024-04-04 14:33:23,992.0,1.0,380,85.0,176.0,,614.0,4898,2023-09-22 15:18:12.000,2.5.0,67.0,67.0,29,True,1640.0,1457.0,huey,conda-forge/huey,,,103921.0,https://pypi.org/project/huey,2023-09-20 12:48:32.000,183.0,103458.0,https://anaconda.org/conda-forge/huey,2023-06-16 16:09:17.692,33800.0,3.0,,,,,,,,,,,,,,,,,, +232,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 20:18:41.000,2024-04-24 11:43:14.000,2024-04-24 11:42:17,1136.0,2.0,242,63.0,89.0,23.0,274.0,3530,2023-10-25 15:29:54.000,1.15.0,24.0,45.0,29,True,1108.0,986.0,asciimatics,conda-forge/asciimatics,,,22076.0,https://pypi.org/project/asciimatics,2023-10-25 15:19:05.000,122.0,18599.0,https://anaconda.org/conda-forge/asciimatics,2023-10-25 21:59:55.078,149530.0,3.0,,,,,,,,,,,,,,,,,, +233,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 20:13:06.000,2024-04-09 07:56:15.000,2024-02-20 18:10:39,3054.0,6.0,225,29.0,297.0,99.0,763.0,3379,2024-02-08 01:24:17.000,0.23.2,116.0,80.0,29,True,136.0,129.0,ploomber,conda-forge/ploomber,,,11688.0,https://pypi.org/project/ploomber,2024-02-08 01:24:17.000,7.0,9227.0,https://anaconda.org/conda-forge/ploomber,2024-02-09 04:33:54.315,86144.0,3.0,,,,,,,,,,,,,,,,,, +234,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 13:37:30.000,2024-04-08 16:35:28.000,2024-04-08 16:35:28,1185.0,8.0,590,173.0,470.0,96.0,477.0,3036,2024-02-06 09:00:23.000,1.82.2,96.0,85.0,29,False,277.0,243.0,arctic,conda-forge/arctic,,217.0,4848.0,https://pypi.org/project/arctic,2024-02-06 09:00:23.000,34.0,3527.0,https://anaconda.org/conda-forge/arctic,2024-02-15 20:53:28.617,31674.0,3.0,,,,,,,,,,,,,,,,,, +235,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,,126,57.0,73.0,15.0,64.0,2433,2020-11-21 16:21:29.000,2.4.0,31.0,31.0,29,False,9786.0,9419.0,addict,conda-forge/addict,,21.0,3073301.0,https://pypi.org/project/addict,2020-11-21 16:21:29.000,367.0,3068643.0,https://anaconda.org/conda-forge/addict,2023-06-16 13:23:44.905,437886.0,2.0,,,,,,,,,,,,,,,,,, +236,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 07:01:57.000,2024-04-29 17:07:24.000,2023-06-20 15:54:36,2284.0,,177,38.0,374.0,38.0,264.0,2012,2023-06-20 16:24:20.000,4.5,181.0,58.0,29,True,62.0,,pyscaffold,conda-forge/pyscaffold,,,961979.0,https://pypi.org/project/pyscaffold,2023-06-20 16:26:01.674,62.0,957516.0,https://anaconda.org/conda-forge/pyscaffold,2023-06-26 09:14:52.945,183003.0,3.0,,,,,,,,,,,,,,,,,, +237,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 11:13:40.000,2024-05-01 12:32:46.000,2024-04-01 20:46:50,868.0,21.0,48,12.0,297.0,10.0,93.0,1410,2024-03-04 23:25:39.000,0.33.2,65.0,7.0,29,True,1684.0,1642.0,python-benedict,conda-forge/python-benedict,,,610468.0,https://pypi.org/project/python-benedict,2024-03-04 23:25:39.000,42.0,606781.0,https://anaconda.org/conda-forge/python-benedict,2024-03-05 07:34:03.986,154880.0,2.0,,,,,,,,,,,,,,,,,, +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 20:53:26.000,2024-04-18 09:51:40.000,2024-04-06 09:33:31,1765.0,24.0,85,15.0,459.0,122.0,256.0,1272,2024-03-22 17:02:55.000,1.5.0,255.0,43.0,29,True,364.0,353.0,piccolo,,,,18432.0,https://pypi.org/project/piccolo,2024-03-22 17:02:55.000,11.0,18432.0,,,,3.0,,,,,,,,,,,,,,,,,, +239,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,,129,31.0,74.0,29.0,70.0,1121,2022-12-03 13:40:54.000,2.1.0,21.0,40.0,29,False,5356.0,5147.0,sqlitedict,conda-forge/sqlitedict,,,554876.0,https://pypi.org/project/sqlitedict,2022-12-03 13:40:11.241,209.0,552450.0,https://anaconda.org/conda-forge/sqlitedict,2023-09-22 23:15:25.865,106775.0,2.0,,,,,,,,,,,,,piskvorky/sqlitedict,,,,, +240,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,,323,52.0,211.0,32.0,269.0,1094,2021-05-30 09:23:19.000,2.1.3,19.0,72.0,29,False,2162.0,1941.0,redis-py-cluster,,,4193.0,1851862.0,https://pypi.org/project/redis-py-cluster,2021-05-30 09:21:45.000,221.0,1851825.0,,,,3.0,,,,,,,,,,,,,,,,,, +241,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 00:27:02.000,2024-04-22 22:10:01.000,2023-07-23 14:40:17,372.0,,117,18.0,95.0,71.0,127.0,702,2023-07-23 16:18:40.000,1.7,28.0,53.0,29,True,17494.0,15984.0,configargparse,conda-forge/configargparse,,,4452946.0,https://pypi.org/project/configargparse,2023-07-23 16:20:03.000,1510.0,4431828.0,https://anaconda.org/conda-forge/configargparse,2023-07-23 18:50:20.218,823604.0,3.0,,,,,,,,,,,,,,,,,, +242,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,,69,23.0,49.0,6.0,90.0,526,2019-03-09 18:00:51.000,1.10.0,16.0,23.0,29,True,17559.0,15367.0,scandir,conda-forge/scandir,,,3104434.0,https://pypi.org/project/scandir,2019-03-09 17:58:19.000,2192.0,3072195.0,https://anaconda.org/conda-forge/scandir,2023-09-23 13:17:22.493,1386296.0,3.0,,,,,,,,,,,,,,,,,, +243,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 17:48:39.000,2024-04-12 06:44:35.747,2024-04-11 20:27:23,825.0,7.0,141,24.0,109.0,74.0,61.0,514,2024-04-11 20:53:40.000,1.13.0,62.0,91.0,29,True,6644.0,5286.0,beaker,conda-forge/beaker,,,264024.0,https://pypi.org/project/beaker,2024-04-11 20:32:36.000,1358.0,259674.0,https://anaconda.org/conda-forge/beaker,2024-04-12 06:44:35.747,73955.0,3.0,,,,,,,,,,,,,,,,,, +244,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 04:02:42.000,2024-04-29 13:35:39.000,2024-04-29 13:29:10,739.0,12.0,46,11.0,92.0,15.0,100.0,492,2020-11-16 12:53:09.000,0.9.4,64.0,23.0,29,True,5606.0,5321.0,python-rapidjson,conda-forge/python-rapidjson,,,1732407.0,https://pypi.org/project/python-rapidjson,2024-02-28 18:22:58.000,285.0,1694605.0,https://anaconda.org/conda-forge/python-rapidjson,2024-02-28 20:49:58.360,1625519.0,3.0,,,,,,,,,,,,,,,,,, +245,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,,54,9.0,46.0,24.0,21.0,141,2021-12-13 20:28:29.000,0.6.1,16.0,24.0,29,False,64976.0,62606.0,isodate,conda-forge/isodate,,,102144199.0,https://pypi.org/project/isodate,2021-12-13 20:28:29.000,2370.0,102094797.0,https://anaconda.org/conda-forge/isodate,2023-06-16 13:15:39.073,4841401.0,3.0,,,,,,,,,,,,,,,,,, +246,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,,417,94.0,110.0,38.0,127.0,2783,2021-05-08 08:32:08.000,2.1.0,27.0,39.0,28,False,7736.0,7576.0,sklearn-pandas,conda-forge/sklearn-pandas,"['sklearn', 'pandas']",,207753.0,https://pypi.org/project/sklearn-pandas,2021-05-08 08:14:28.000,160.0,206096.0,https://anaconda.org/conda-forge/sklearn-pandas,2023-06-16 19:23:51.805,69633.0,3.0,,,,,,,,,,,,,,,,,, +247,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,,148,49.0,472.0,58.0,262.0,2643,2020-06-08 23:55:55.000,1.0.1,50.0,46.0,28,False,2445.0,2400.0,gino,,,,26468.0,https://pypi.org/project/gino,2022-02-12 20:37:35.000,45.0,26468.0,,,,3.0,,,,,,,,,,,,,,,,,, +248,mongo-connector,yougov/mongo-connector,MongoDB data stream pipeline tools by YouGov (adopted from MongoDB).,,db-clients,https://github.com/yougov/mongo-connector,https://github.com/yougov/mongo-connector,Apache-2.0,2012-08-09 23:39:36.000,2024-03-27 15:59:35.000,2018-12-05 18:23:06,1112.0,,484,97.0,185.0,259.0,506.0,1875,2018-12-05 19:18:21.000,3.1.1,51.0,62.0,28,False,224.0,188.0,mongo-connector,,,,3427.0,https://pypi.org/project/mongo-connector,2018-12-05 19:18:21.000,36.0,3427.0,,,,3.0,,,,,,,,,,,,,,,,,, +249,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 06:03:24.000,2024-01-30 09:45:56.000,2024-01-12 18:17:04,1027.0,,60,22.0,110.0,113.0,78.0,1828,2023-11-27 00:23:41.000,23.5.0,26.0,23.0,28,True,1634.0,1504.0,glom,conda-forge/glom,,,2015541.0,https://pypi.org/project/glom,2023-11-27 00:23:41.000,130.0,2014820.0,https://anaconda.org/conda-forge/glom,2023-11-27 03:39:19.967,32471.0,3.0,,,,,,,,,,,,,,,,,, +250,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,,154,94.0,1935.0,169.0,1338.0,1790,2023-12-01 22:24:23.000,1.1.0,17.0,37.0,28,True,29.0,,datatable,conda-forge/datatable,,2355.0,50147.0,https://pypi.org/project/datatable,2023-12-01 21:51:48.000,29.0,49521.0,https://anaconda.org/conda-forge/datatable,2023-06-16 19:24:06.884,24489.0,3.0,,,,,,,,,,,,,,,,,, +251,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,,316,69.0,401.0,110.0,367.0,1494,2023-11-14 16:59:33.000,0.23.1,15.0,85.0,28,True,250.0,225.0,mleap,conda-forge/mleap,,,168784.0,https://pypi.org/project/mleap,2023-11-14 16:56:53.000,25.0,167120.0,https://anaconda.org/conda-forge/mleap,2023-11-15 02:56:51.594,79883.0,3.0,,,,,,,,,,,,,,,,,, +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,,134,33.0,80.0,34.0,54.0,1427,2018-01-03 17:03:36.000,1.6.1,10.0,16.0,28,False,11262.0,9746.0,blessings,conda-forge/blessings,,,959703.0,https://pypi.org/project/blessings,2018-06-21 14:00:07.000,1516.0,953553.0,https://anaconda.org/conda-forge/blessings,2023-09-24 14:42:21.794,289082.0,3.0,,,,,,,,,,,,,,,,,, +253,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 10:56:18.000,2024-03-13 10:53:10.000,2023-05-25 11:08:41,797.0,,60,28.0,41.0,88.0,73.0,1412,2023-03-10 12:50:44.009,1.7.3,84.0,20.0,28,True,2768.0,2484.0,strictyaml,conda-forge/strictyaml,,,2260241.0,https://pypi.org/project/strictyaml,2023-03-10 12:50:44.009,284.0,2257236.0,https://anaconda.org/conda-forge/strictyaml,2023-06-16 16:11:36.373,219397.0,3.0,,,,,,,,,,,,,,,,,, +254,pandasql,yhat/pandasql,sqldf for pandas.,,data-containers,https://github.com/yhat/pandasql,https://github.com/yhat/pandasql,MIT,2013-02-18 01:53:56.000,2024-04-07 08:26:45.000,2017-02-01 15:40:30,127.0,,175,49.0,35.0,59.0,25.0,1302,2016-04-20 21:52:36.000,0.7.3,31.0,15.0,28,False,2942.0,2877.0,pandasql,conda-forge/pandasql,['pandas'],,1540741.0,https://pypi.org/project/pandasql,2016-04-20 21:52:36.000,65.0,1527354.0,https://anaconda.org/conda-forge/pandasql,2023-06-16 19:26:22.929,468575.0,3.0,,,,,,,,,,,,,,,,,, +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 21:20:50.000,2024-04-16 12:19:15.000,2023-07-01 09:55:10,181.0,,84,25.0,53.0,8.0,40.0,756,2023-07-01 09:51:02.251,4.0.0,16.0,27.0,28,True,887.0,,munch,conda-forge/munch,,,2451312.0,https://pypi.org/project/munch,2023-07-01 09:51:02.251,887.0,2123719.0,https://anaconda.org/conda-forge/munch,2023-07-02 17:22:14.661,3931117.0,3.0,,,,,,,,,,,,,,,,,, +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,,105,28.0,126.0,66.0,96.0,690,2020-05-31 23:52:03.000,2.6,17.0,55.0,28,False,11651.0,10413.0,parsedatetime,conda-forge/parsedatetime,,,6718175.0,https://pypi.org/project/parsedatetime,2020-05-31 23:50:56.000,1238.0,6716086.0,https://anaconda.org/conda-forge/parsedatetime,2023-06-16 13:20:07.222,192225.0,3.0,,,,,,,,,,,,,,,,,, +257,hickle,telegraphic/hickle,a HDF5-based python pickle replacement.,,serialization,https://github.com/telegraphic/hickle,https://github.com/telegraphic/hickle,MIT,2012-05-28 09:04:16.000,2024-03-31 08:25:38.000,2024-03-31 08:03:49,519.0,27.0,71,22.0,73.0,8.0,106.0,484,2024-03-31 15:34:24.000,5.0.3,40.0,26.0,28,True,771.0,732.0,hickle,conda-forge/hickle,,,62699.0,https://pypi.org/project/hickle,2024-03-30 09:15:05.000,39.0,54432.0,https://anaconda.org/conda-forge/hickle,2024-02-14 15:49:17.521,24802.0,3.0,,,,,,,,,,,,,,,,,, +258,umongo,Scille/umongo,"sync/async MongoDB ODM, yes.",,db-clients,https://github.com/Scille/umongo,https://github.com/Scille/umongo,MIT,2016-03-09 16:34:42.000,2024-04-30 10:50:33.000,2022-09-21 15:09:58,824.0,,64,16.0,184.0,45.0,157.0,442,2021-12-23 08:52:40.000,3.1.0,53.0,15.0,28,False,19806.0,19797.0,umongo,conda-forge/umongo,,,63740.0,https://pypi.org/project/umongo,2021-12-23 08:52:40.000,9.0,63540.0,https://anaconda.org/conda-forge/umongo,2023-06-16 19:27:25.829,6411.0,3.0,,,,,,,,,,,,,,,,,, +259,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 03:21:56.000,2024-04-11 11:08:54.000,2024-04-11 11:08:54,309.0,1.0,31,9.0,79.0,3.0,26.0,413,2023-09-22 06:17:50.000,2.4.8,41.0,15.0,28,True,43587.0,43288.0,srsly,conda-forge/srsly,,,8687747.0,https://pypi.org/project/srsly,2023-09-22 06:16:00.000,299.0,8656971.0,https://anaconda.org/conda-forge/srsly,2023-09-25 15:16:18.183,1446492.0,3.0,,,,,,,,,,,,,,,,,, +260,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 22:13:14.000,2024-04-08 14:18:48.556,2024-04-06 23:53:45,171.0,6.0,41,8.0,32.0,29.0,31.0,258,2024-04-07 00:01:07.000,1.8.3,19.0,17.0,28,True,2829.0,,send2trash,conda-forge/send2trash,,,20936250.0,https://pypi.org/project/send2trash,2024-04-07 00:01:07.000,2829.0,20546486.0,https://anaconda.org/conda-forge/send2trash,2024-04-08 14:18:48.556,13641748.0,3.0,,,,,,,,,,,,,,,,,, +261,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,,42,21.0,162.0,,178.0,235,2023-12-02 01:27:27.146,0.3.2,142.0,27.0,28,False,1988.0,1333.0,tabulator,conda-forge/tabulator-py,,,151757.0,https://pypi.org/project/tabulator,2021-03-21 07:47:00.000,655.0,151094.0,https://anaconda.org/conda-forge/tabulator-py,2023-06-16 13:23:28.967,55094.0,3.0,,,,,,,,,,,,,,,,,, +262,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,,45,29.0,53.0,9.0,35.0,203,2022-01-26 14:38:48.000,4.1.0,18.0,19.0,28,False,15669.0,15237.0,ordered-set,conda-forge/ordered-set,,,14512589.0,https://pypi.org/project/ordered-set,2022-01-26 14:38:48.000,432.0,14507436.0,https://anaconda.org/conda-forge/ordered-set,2023-06-16 13:16:17.227,499936.0,3.0,,,,,,,,,,,,,,,,,, +263,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,,1189,221.0,90.0,243.0,43.0,5214,,,41.0,28.0,27,False,178.0,20.0,pdfminer,conda-forge/pdfminer,,,214184.0,https://pypi.org/project/pdfminer,2021-12-15 14:45:46.670,158.0,213784.0,https://anaconda.org/conda-forge/pdfminer,2023-06-16 13:18:10.043,37235.0,3.0,,,,,,,,,,,,,,,,,, +264,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 20:36:59.000,2024-04-15 14:04:11.000,2024-03-10 11:53:20,588.0,3.0,559,83.0,270.0,125.0,130.0,3784,2022-03-10 10:49:30.000,1.6.5,18.0,41.0,27,True,55.0,,textract,conda-forge/textract,,,144480.0,https://pypi.org/project/textract,2022-03-10 10:49:30.000,55.0,144225.0,https://anaconda.org/conda-forge/textract,2023-06-16 13:16:57.664,23502.0,3.0,,,,,,,,,,,,,,,,,, +265,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 11:58:29.000,2024-04-27 09:49:41.000,2024-02-16 08:07:34,193.0,1.0,201,26.0,55.0,91.0,132.0,3497,2023-05-02 20:45:04.130,1.6.5,41.0,26.0,27,True,58.0,,pandarallel,conda-forge/pandarallel,"['pandas', 'jupyter']",,523357.0,https://pypi.org/project/pandarallel,2023-05-02 20:45:04.130,58.0,520757.0,https://anaconda.org/conda-forge/pandarallel,2023-06-16 19:26:14.698,91023.0,3.0,,,,,,,,,,,,,,,,,, +266,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 07:40:41.000,2024-01-30 18:18:25.561,,,,897,,,281.0,,3450,2023-10-25 18:32:01.000,2.3.0,31.0,104.0,27,True,10061.0,9566.0,confluent-kafka,conda-forge/python-confluent-kafka,,,12797213.0,https://pypi.org/project/confluent-kafka,2023-10-25 18:32:01.000,495.0,12777319.0,https://anaconda.org/conda-forge/python-confluent-kafka,2024-01-30 18:18:25.561,855450.0,3.0,,,,,,,,,,,,,,,,,, +267,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 21:37:19.000,2024-03-20 17:02:58.000,2024-03-14 17:58:34,495.0,1.0,101,30.0,84.0,19.0,128.0,2467,2023-07-31 18:46:53.000,1.4.0,86.0,18.0,27,True,1349.0,1303.0,swifter,conda-forge/swifter,['pandas'],,603085.0,https://pypi.org/project/swifter,2023-07-31 18:46:53.000,46.0,596111.0,https://anaconda.org/conda-forge/swifter,2023-07-31 21:42:18.659,327817.0,3.0,,,,,,,,,,,,,,,,,, +268,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 17:17:51.000,2024-05-01 20:00:34.000,2024-03-13 17:37:14,539.0,2.0,134,49.0,66.0,14.0,124.0,2336,2024-03-13 17:36:36.000,1.5.0,15.0,31.0,27,True,813.0,786.0,pyfunctional,,,,195407.0,https://pypi.org/project/pyfunctional,2024-03-13 17:36:36.000,27.0,195407.0,,,,3.0,,,,,,,,,,,,,,,,,, +269,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 20:21:12.000,2024-02-05 23:05:26.000,2024-02-05 23:05:20,157.0,1.0,117,22.0,112.0,50.0,42.0,1993,2021-11-03 09:30:11.939,0.5.0,12.0,24.0,27,True,8480.0,8383.0,gin-config,conda-forge/gin-config,,,342631.0,https://pypi.org/project/gin-config,2021-11-03 09:30:11.939,97.0,342119.0,https://anaconda.org/conda-forge/gin-config,2023-06-16 19:19:13.290,24594.0,3.0,,,,,,,,,,,,,,,,,, +270,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,,158,29.0,48.0,51.0,14.0,1903,2022-11-25 09:59:05.174,1.3.4,12.0,15.0,27,False,2319.0,,retrying,conda-forge/retrying,,,12138349.0,https://pypi.org/project/retrying,2022-11-25 09:59:05.174,2319.0,12120389.0,https://anaconda.org/conda-forge/retrying,2023-06-16 13:16:57.052,1652332.0,3.0,,,,,,,,,,,,,,,,,, +271,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 04:29:28.000,2024-04-29 10:51:20.000,2024-04-28 15:06:12,886.0,38.0,69,17.0,517.0,205.0,186.0,1614,2024-03-24 22:11:15.000,0.13.1,35.0,28.0,27,True,16.0,,prisma,,,,72511.0,https://pypi.org/project/prisma,2024-03-24 22:09:46.000,16.0,72511.0,,,,3.0,,,,,,,,,,,,,,,,,, +272,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 21:14:39.000,2024-04-30 12:34:26.000,2024-04-30 06:28:18,197.0,22.0,45,15.0,143.0,13.0,4.0,1442,2024-04-30 06:25:58.000,0.0.7,10.0,15.0,27,True,3749.0,3663.0,asyncer,conda-forge/asyncer,,,174744.0,https://pypi.org/project/asyncer,2024-04-30 06:25:58.000,86.0,174470.0,https://anaconda.org/conda-forge/asyncer,2024-04-30 11:44:15.290,7672.0,3.0,,,,,,,,,,,,,,,,,, +273,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 16:53:56.000,2024-03-19 17:59:19.000,2021-04-29 14:20:17,188.0,,145,44.0,53.0,20.0,19.0,1226,2024-03-19 17:59:19.000,6.0.1,108.0,27.0,27,False,359.0,,singer-python,,,,649312.0,https://pypi.org/project/singer-python,2024-03-19 17:59:19.000,359.0,649312.0,,,,3.0,,,,,,,,,,,,,,,,,, +274,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 15:45:28.000,2024-04-29 04:15:00.000,2024-04-29 04:14:59,754.0,30.0,43,22.0,593.0,9.0,33.0,782,2021-12-17 09:06:26.000,1.0.0,18.0,26.0,27,True,123.0,,janus,conda-forge/janus,,,845700.0,https://pypi.org/project/janus,2021-12-17 09:00:32.000,123.0,845387.0,https://anaconda.org/conda-forge/janus,2023-06-16 16:15:48.451,18475.0,3.0,,,,,,,,,,,,,,,,,, +275,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,,160,35.0,50.0,31.0,184.0,609,2019-05-14 14:17:26.000,1.2.0,12.0,21.0,27,True,885.0,850.0,happybase,conda-forge/happybase,,,53848.0,https://pypi.org/project/happybase,2019-05-14 14:17:26.000,35.0,52153.0,https://anaconda.org/conda-forge/happybase,2023-06-16 13:16:41.411,161070.0,3.0,,,,,,,,,,,,,,,,,, +276,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,,55,12.0,49.0,9.0,116.0,582,,,8.0,12.0,27,False,64631.0,62219.0,dataclasses,conda-forge/dataclasses,,,14751971.0,https://pypi.org/project/dataclasses,2020-11-13 14:40:29.000,2412.0,14588667.0,https://anaconda.org/conda-forge/dataclasses,2023-06-16 16:08:32.190,11757896.0,3.0,,,,,,,,,,,,,,,,,, +277,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 13:34:12.000,2024-05-02 13:21:35.000,2024-05-02 10:59:32,323.0,48.0,59,9.0,132.0,21.0,59.0,514,2024-02-26 22:15:41.000,3.0.0,58.0,20.0,27,True,487.0,456.0,cachier,,,17.0,86208.0,https://pypi.org/project/cachier,2024-02-26 22:15:41.000,31.0,86208.0,,,,3.0,,,,,,,,,,,,,python-cachier/cachier,,,,, +278,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,,134,13.0,94.0,22.0,172.0,477,2022-08-30 07:35:04.550,1.6.3,44.0,54.0,27,True,7415.0,5029.0,pylibmc,conda-forge/pylibmc,,603.0,297935.0,https://pypi.org/project/pylibmc,2022-08-30 07:35:04.550,2386.0,292766.0,https://anaconda.org/conda-forge/pylibmc,2023-09-26 12:45:17.548,221069.0,3.0,,,,,,,,,,,,,,,,,, +279,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 15:07:52.000,2024-05-02 03:33:03.000,2024-04-17 22:21:43,7315.0,162.0,33,10.0,292.0,42.0,583.0,405,2024-04-14 21:25:56.000,2.6.0,204.0,23.0,27,True,23.0,21.0,static-frame,conda-forge/static-frame,,,11497.0,https://pypi.org/project/static-frame,2024-04-14 21:25:56.000,2.0,4702.0,https://anaconda.org/conda-forge/static-frame,2024-04-15 01:02:18.461,326192.0,3.0,,,,,,,,,,,,,static-frame/static-frame,,,,, +280,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 02:30:17.000,2024-01-27 16:32:16.000,2023-01-18 22:27:43,225.0,,73,18.0,88.0,71.0,96.0,310,2023-01-19 17:59:27.000,5.0.8,18.0,9.0,27,False,38607.0,35186.0,configobj,conda-forge/configobj,,580.0,3155565.0,https://pypi.org/project/configobj,2023-01-18 22:36:00.791,3421.0,3144224.0,https://anaconda.org/conda-forge/configobj,2023-06-16 16:09:17.495,793630.0,3.0,,,,,,,,,,,,,,,,,, +281,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,,51,11.0,28.0,7.0,67.0,232,2022-10-31 21:42:18.266,3.4.0,25.0,19.0,27,False,47724.0,39717.0,futures,conda-forge/futures,,,6614686.0,https://pypi.org/project/futures,2022-10-31 21:42:18.266,8007.0,6601019.0,https://anaconda.org/conda-forge/futures,2023-06-16 13:22:39.764,1271093.0,3.0,,,,,,,,,,,,,,,,,, +282,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,2552.0,2259.0,cloudant,conda-forge/cloudant,,,254421.0,https://pypi.org/project/cloudant,2021-08-26 11:14:04.000,293.0,253204.0,https://anaconda.org/conda-forge/cloudant,2023-06-16 13:24:16.388,112047.0,3.0,,,,,,,,,,,,,,,,,, +283,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,,31,8.0,47.0,7.0,36.0,80,2022-02-08 12:42:21.000,2.3.7,15.0,16.0,27,False,64089.0,59754.0,pathlib2,conda-forge/pathlib2,,,8770839.0,https://pypi.org/project/pathlib2,2022-02-10 18:01:07.000,4335.0,8706562.0,https://anaconda.org/conda-forge/pathlib2,2023-09-23 10:48:23.469,2699658.0,3.0,,,,,,,,,,,,,,,,,, +284,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 08:51:49.209,2024-01-01 17:27:41.000,2022-03-24 15:54:18,171.0,,15,8.0,27.0,7.0,22.0,37,2021-06-27 06:54:20.000,21.6.0,14.0,16.0,27,False,79727.0,76999.0,contextlib2,conda-forge/contextlib2,,,24528712.0,https://pypi.org/project/contextlib2,2021-06-27 06:54:20.000,2728.0,24516282.0,https://anaconda.org/conda-forge/contextlib2,2023-06-16 13:15:19.491,1230586.0,3.0,,,,,,,,,,,,,,,,,, +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 16:12:53.000,2024-03-19 14:08:57.000,2022-09-22 18:12:11,588.0,,744,148.0,299.0,119.0,176.0,6177,2018-09-16 00:34:48.000,0.7.0,26.0,89.0,26,False,120.0,116.0,powerline-shell,,,,1851.0,https://pypi.org/project/powerline-shell,2018-09-16 00:34:48.000,4.0,1851.0,,,,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 20:20:15.000,2024-04-29 17:59:21.000,2024-02-22 00:19:37,309.0,1.0,300,30.0,173.0,106.0,141.0,3265,2024-01-22 22:08:37.000,1.45.0,88.0,34.0,26,True,146.0,144.0,img2dataset,,,1691.0,39295.0,https://pypi.org/project/img2dataset,2024-01-22 22:08:37.000,2.0,39244.0,,,,3.0,,,,,,,,,,,,,,,,,, +287,flexx,flexxui/flexx,Write desktop and web apps in pure Python.,,gui-dev,https://github.com/flexxui/flexx,https://github.com/flexxui/flexx,BSD-2-Clause,2014-09-03 08:38:00.000,2024-01-06 22:16:29.000,2024-01-06 22:16:26,1939.0,,260,138.0,291.0,92.0,365.0,3214,2022-04-12 19:13:11.000,0.8.4,17.0,37.0,26,True,159.0,137.0,flexx,conda-forge/flexx,,,2097.0,https://pypi.org/project/flexx,2022-04-12 19:13:11.000,22.0,984.0,https://anaconda.org/conda-forge/flexx,2023-06-16 13:18:01.276,104650.0,3.0,,,,,,,,,,,,,,,,,, +288,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 14:45:36.000,2024-04-09 14:34:03.000,2022-08-23 07:13:04,536.0,,147,41.0,129.0,29.0,203.0,1182,2022-08-20 11:25:27.669,2.12.0,100.0,19.0,26,False,272.0,238.0,parallel-ssh,,,377.0,180610.0,https://pypi.org/project/parallel-ssh,2022-08-20 11:25:27.669,34.0,180607.0,,,,3.0,,,,,,,,,,,,,,,,,, +289,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 13:59:45.000,2024-04-29 04:53:43.000,2024-04-26 23:27:23,559.0,25.0,92,19.0,289.0,89.0,88.0,976,2024-04-26 23:29:17.000,1.0.2,21.0,19.0,26,True,3253.0,3245.0,odmantic,,,,26285.0,https://pypi.org/project/odmantic,2024-04-26 23:29:17.000,8.0,26285.0,,,,3.0,,,,,,,,,,,,,,,,,, +290,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,,146,61.0,177.0,132.0,122.0,955,2018-04-13 07:44:26.000,1.2.1,23.0,33.0,26,False,2034.0,1991.0,bcolz,conda-forge/bcolz,,,8811.0,https://pypi.org/project/bcolz,2018-04-13 07:44:26.000,43.0,4828.0,https://anaconda.org/conda-forge/bcolz,2023-06-16 13:23:29.156,346545.0,3.0,,,,,,,,,,,,,,,,,, +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 03:26:04.000,2024-02-06 14:42:12.055,2024-02-05 18:11:24,289.0,5.0,52,9.0,31.0,9.0,78.0,629,2024-02-06 05:16:52.000,6.0.2,36.0,14.0,26,True,1340.0,1314.0,pysimdjson,conda-forge/pysimdjson,,,961570.0,https://pypi.org/project/pysimdjson,2024-02-06 05:16:52.000,26.0,959485.0,https://anaconda.org/conda-forge/pysimdjson,2024-02-06 14:42:12.055,89658.0,3.0,,,,,,,,,,,,,,,,,, +292,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,,91,16.0,26.0,,67.0,490,2018-12-21 10:20:02.000,0.5.1,23.0,25.0,26,False,4665.0,4578.0,pyscreenshot,,,,109230.0,https://pypi.org/project/pyscreenshot,2023-03-12 06:35:43.130,87.0,109230.0,,,,3.0,,,,,,,,,,,,,,,,,, +293,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,,68,19.0,45.0,20.0,18.0,211,2020-12-28 15:17:57.000,0.7.0,10.0,19.0,26,True,13135.0,,ptyprocess,conda-forge/ptyprocess,,,73050260.0,https://pypi.org/project/ptyprocess,2020-12-28 15:15:28.000,13135.0,72871730.0,https://anaconda.org/conda-forge/ptyprocess,2023-06-16 13:16:25.404,17317459.0,3.0,,,,,,,,,,,,,,,,,, +294,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 14:09:09.000,2024-03-22 10:33:08.000,2024-03-22 10:21:27,123.0,2.0,21,7.0,61.0,4.0,7.0,170,2023-09-25 06:35:10.000,2.0.10,27.0,12.0,26,True,39608.0,39515.0,catalogue,conda-forge/catalogue,,,8776200.0,https://pypi.org/project/catalogue,2023-09-25 06:29:23.000,93.0,8748684.0,https://anaconda.org/conda-forge/catalogue,2023-09-25 07:27:17.870,1265776.0,3.0,,,,,,,,,,,,,,,,,, +295,filedepot,amol-/depot,Toolkit for storing files and attachments in web applications.,,db-clients,https://github.com/amol-/depot,https://github.com/amol-/depot,MIT,2014-06-04 10:27:12.000,2024-02-22 21:48:13.000,2024-02-22 21:33:20,306.0,12.0,43,8.0,40.0,7.0,39.0,156,2024-02-22 21:48:13.000,0.11.0,26.0,21.0,26,True,1079.0,1070.0,filedepot,,,,11541.0,https://pypi.org/project/filedepot,2024-02-22 21:48:13.000,9.0,11541.0,,,,3.0,,,,,,,,,,,,,,,,,, +296,openpyxl,,A Python library to read/write Excel 2010 xlsx/xlsm files.,,others,,https://openpyxl.readthedocs.io,MIT,2015-11-03 00:22:17.154,2024-04-29 16:36:18.225,,,,0,,,313.0,1843.0,76,2024-04-26 19:15:07.000,3.1.2,105.0,,26,False,8987.0,,openpyxl,openpyxl,,,82159868.0,https://pypi.org/project/openpyxl,2023-07-20 15:14:58.235,8957.0,82157655.0,https://anaconda.org/anaconda/openpyxl,2024-04-29 16:36:18.225,224543.0,3.0,,,,,,openpyxl/openpyxl-ci,,https://hub.docker.com/r/openpyxl/openpyxl-ci,2018-09-13 18:04:17.646261,,1228.0,2.0,,,30.0,https://openpyxl.readthedocs.io/en/stable/,https://foss.heptapod.net/api/graphql::openpyxl/openpyxl,https://foss.heptapod.net/openpyxl/openpyxl +297,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 04:46:51.000,2024-04-28 16:39:13.000,2023-08-26 14:44:06,51.0,,104,35.0,102.0,22.0,140.0,2357,2023-08-26 14:45:52.000,7.1.1,63.0,1.0,25,True,377.0,,python-box,conda-forge/python-box,,39.0,2821962.0,https://pypi.org/project/python-box,2023-08-26 14:45:52.000,377.0,2810278.0,https://anaconda.org/conda-forge/python-box,2023-10-01 20:08:36.105,537498.0,3.0,,,,,,,,,,,,,,,,,, +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,,143,58.0,248.0,95.0,109.0,1572,2019-05-16 13:19:48.000,0.6.4,38.0,37.0,25,False,202.0,169.0,bonobo,,,,19397.0,https://pypi.org/project/bonobo,2019-07-20 13:33:19.000,33.0,19397.0,,,,3.0,,,,,,,,,,,,,,,,http://docs.bonobo-project.org/en/master/,, +299,enaml,nucleic/enaml,Declarative User Interfaces for Python.,,gui-dev,https://github.com/nucleic/enaml,https://github.com/nucleic/enaml,,2013-03-06 21:29:01.000,2024-04-24 13:41:08.000,2024-04-24 13:41:08,2743.0,8.0,134,50.0,308.0,45.0,197.0,1513,2023-11-20 17:38:11.000,0.17.0,28.0,39.0,25,False,314.0,231.0,enaml,conda-forge/enaml,,778.0,6732.0,https://pypi.org/project/enaml,2023-11-20 17:25:19.000,83.0,3200.0,https://anaconda.org/conda-forge/enaml,2023-11-20 21:08:49.218,165610.0,3.0,,,,,,,,,,,,,,,,,, +300,streamparse,Parsely/streamparse,"Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.",,data-pipelines,https://github.com/pystorm/streamparse,https://github.com/pystorm/streamparse,Apache-2.0,2014-05-02 20:33:50.000,2024-04-29 13:25:56.000,2024-04-21 15:56:01,1072.0,1.0,221,103.0,176.0,71.0,264.0,1490,2022-01-10 21:46:17.000,4.1.2,50.0,45.0,25,True,66.0,64.0,streamparse,,,,2357.0,https://pypi.org/project/streamparse,2022-01-10 21:45:00.244,2.0,2357.0,,,,3.0,,,,,,,,,,,,,pystorm/streamparse,,,,, +301,Optimus,hi-primus/optimus,"Agile Data Preparation Workflows madeeasy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark.",,data-pipelines,https://github.com/hi-primus/optimus,https://github.com/hi-primus/optimus,Apache-2.0,2017-07-13 02:31:18.000,2024-04-15 14:09:18.000,2023-05-19 04:32:00,6411.0,,229,38.0,1052.0,9.0,209.0,1446,2020-07-19 03:22:09.765,2.2.32,87.0,26.0,25,True,,,optimuspyspark,,['spark'],,9664.0,https://pypi.org/project/optimuspyspark,2020-07-19 03:22:09.765,,9664.0,,,,3.0,,,,,,,,,,,,,,,,,, +302,TaskTiger,closeio/tasktiger,Python task queue using Redis.,,data-pipelines,https://github.com/closeio/tasktiger,https://github.com/closeio/tasktiger,MIT,2015-05-14 00:26:32.000,2024-04-29 10:22:22.000,2024-04-25 13:57:51,347.0,20.0,81,44.0,270.0,43.0,41.0,1379,2024-04-25 12:57:01.000,0.19.3,38.0,30.0,25,True,39.0,29.0,tasktiger,,,,5509.0,https://pypi.org/project/tasktiger,2024-04-25 12:56:28.000,10.0,5509.0,,,,3.0,,,,,,,,,,,,,,,,,, +303,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,,218,44.0,231.0,104.0,64.0,1250,2016-10-12 10:37:57.000,0.20.0,30.0,88.0,25,False,306.0,304.0,fabtools,,,,1194.0,https://pypi.org/project/fabtools,2016-10-12 10:37:57.000,2.0,1194.0,,,,3.0,,,,,,,,,,,,,,,,,, +304,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,,54,21.0,70.0,9.0,37.0,1096,2023-08-14 23:38:46.000,0.20,20.0,16.0,25,True,6753.0,6628.0,immutables,conda-forge/immutables,,,1323121.0,https://pypi.org/project/immutables,2023-08-14 23:38:52.000,125.0,1302639.0,https://anaconda.org/conda-forge/immutables,2023-09-25 13:12:03.475,983153.0,3.0,,,,,,,,,,,,,,,,,, +305,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 16:14:08.000,2024-02-27 15:30:42.000,2024-02-27 15:30:27,757.0,7.0,81,14.0,136.0,36.0,100.0,960,2023-04-20 05:48:03.905,9.0.1,40.0,23.0,25,True,210.0,,mss,conda-forge/python-mss,,,779767.0,https://pypi.org/project/mss,2023-04-20 05:48:03.905,210.0,778785.0,https://anaconda.org/conda-forge/python-mss,2023-06-16 19:20:36.872,46186.0,3.0,,,,,,,,,,,,,,,,,, +306,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,,31,11.0,51.0,21.0,35.0,334,2023-05-24 20:27:04.117,0.9.0,12.0,17.0,25,True,407.0,,typing_inspect,conda-forge/typing_inspect,,,28727615.0,https://pypi.org/project/typing_inspect,2023-05-24 20:27:04.117,407.0,28698120.0,https://anaconda.org/conda-forge/typing_inspect,2023-06-03 19:24:43.068,1799203.0,3.0,,,,,,,,,,,,,,,,,, +307,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,,26,7.0,24.0,4.0,21.0,73,2017-06-08 10:55:15.000,0.2.3,7.0,11.0,25,False,8042.0,,entrypoints,conda-forge/entrypoints,,,17899515.0,https://pypi.org/project/entrypoints,2022-02-02 21:30:26.000,8042.0,17702564.0,https://anaconda.org/conda-forge/entrypoints,2023-06-16 13:20:57.203,19104267.0,3.0,,,,,,,,,,,,,,,,,, +308,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,,170,85.0,81.0,22.0,82.0,3933,2018-08-24 22:08:05.000,0.7.0,17.0,30.0,24,False,72.0,68.0,storm,,,,3620.0,https://pypi.org/project/storm,2023-07-04 13:56:26.613,4.0,3620.0,,,,3.0,,,,,,,,,,,,,,,,,, +309,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 06:22:25.000,2024-04-10 15:21:22.000,2024-03-21 21:56:11,5672.0,8.0,510,103.0,960.0,632.0,977.0,2204,2023-06-08 01:40:26.000,wxPython-4.2.1,14.0,138.0,24,False,9.0,,wx,conda-forge/wxpython,,4145.0,18876.0,https://pypi.org/project/wx,2016-08-17 03:22:15.000,9.0,,https://anaconda.org/conda-forge/wxpython,2024-04-08 15:40:25.181,809298.0,3.0,,,,,,,,,,,,-2.0,,,,,, +310,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,,97,40.0,42.0,25.0,47.0,1528,2022-01-06 15:32:49.000,0.4.9,36.0,13.0,24,False,131.0,120.0,pypeln,conda-forge/pypeln,,,297286.0,https://pypi.org/project/pypeln,2022-01-06 15:32:39.000,11.0,296959.0,https://anaconda.org/conda-forge/pypeln,2023-06-16 19:20:56.548,15052.0,3.0,,,,,,,,,,,,,,,,,, +311,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,,95,32.0,24.0,27.0,10.0,1347,2021-12-15 14:38:46.326,0.10.1,14.0,11.0,24,False,193.0,179.0,pinject,conda-forge/pinject,,,73004.0,https://pypi.org/project/pinject,2021-12-15 14:38:46.326,14.0,72841.0,https://anaconda.org/conda-forge/pinject,2023-06-16 19:27:30.161,5230.0,3.0,,,,,,,,,,,,,,,,,, +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,,145,42.0,10.0,3.0,12.0,1088,2021-05-16 16:25:40.000,1.0.1,9.0,9.0,24,False,2380.0,2319.0,pluginbase,conda-forge/pluginbase,,,649855.0,https://pypi.org/project/pluginbase,2021-05-16 16:25:40.000,61.0,645832.0,https://anaconda.org/conda-forge/pluginbase,2023-06-16 16:13:34.708,305765.0,3.0,,,,,,,,,,,,,,,,,, +313,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,,147,10.0,22.0,29.0,19.0,714,2018-12-17 18:55:49.000,2.2.1,11.0,8.0,24,False,3657.0,3400.0,ratelimit,conda-forge/ratelimit,,,6707834.0,https://pypi.org/project/ratelimit,2018-12-17 18:55:49.000,257.0,6707460.0,https://anaconda.org/conda-forge/ratelimit,2023-06-16 19:24:24.060,14965.0,3.0,,,,,,,,,,,,,,,,,, +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 21:14:57.000,2024-04-26 00:12:53.000,2024-04-26 00:12:53,1450.0,17.0,42,17.0,138.0,2.0,13.0,711,2024-03-20 18:41:57.000,1.3.5,73.0,4.0,24,True,73.0,,ubelt,conda-forge/ubelt,,9.0,30838.0,https://pypi.org/project/ubelt,2024-03-20 18:17:57.000,73.0,28410.0,https://anaconda.org/conda-forge/ubelt,2024-03-20 20:04:14.360,77725.0,3.0,,,,,,,,,,,,,,,,,, +315,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 21:59:32.000,2024-04-11 10:35:27.000,2024-04-11 10:35:08,9954.0,5.0,43,14.0,10.0,6.0,8.0,493,2021-11-25 22:52:42.000,0.2.0,10.0,99.0,24,True,21.0,,pandas-summary,,['pandas'],,94661.0,https://pypi.org/project/pandas-summary,2021-11-25 22:52:42.000,21.0,94661.0,,,,3.0,,,,,,,,,,,,,polyaxon/traceml,,,,, +316,messytables,okfn/messytables,Tools for parsing messy tabular data. This is now superseded by https://github.com/frictionlessdata/tabulator-py.,,data-loading,https://github.com/okfn/messytables,https://github.com/okfn/messytables,MIT,2011-07-27 18:08:21.000,2023-05-22 21:34:25.000,2019-11-13 07:35:33,601.0,,109,45.0,111.0,41.0,55.0,390,2017-02-09 12:37:47.000,0.15.2,26.0,44.0,24,False,312.0,299.0,messytables,,,,11934.0,https://pypi.org/project/messytables,2017-02-09 12:37:47.000,13.0,11934.0,,,,3.0,,,,,,,,,,,,,,,,,, +317,aiomisc,aiokitchen/aiomisc,aiomisc - miscellaneous utils for asyncio.,,async,https://github.com/aiokitchen/aiomisc,https://github.com/aiokitchen/aiomisc,MIT,2018-04-13 14:33:37.000,2024-04-18 18:20:23.000,2024-04-18 18:19:48,968.0,23.0,25,18.0,183.0,7.0,18.0,365,2024-04-18 18:20:23.000,17.5.6,266.0,19.0,24,True,407.0,368.0,aiomisc,,,,18664.0,https://pypi.org/project/aiomisc,2024-04-18 18:20:23.000,39.0,18664.0,,,,3.0,,,,,,,,,,,,,,,,,, +318,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,,90.0,313,2018-02-16 12:44:36.000,0.3.4,8.0,10.0,24,False,216.0,205.0,pyhdb,,,108.0,327081.0,https://pypi.org/project/pyhdb,2018-02-16 12:37:13.000,11.0,327080.0,,,,3.0,,,,,,,,,,,,,,,,,, +319,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,,57,21.0,14.0,16.0,24.0,267,2021-09-24 05:09:00.400,0.3.7,17.0,10.0,24,False,957.0,870.0,deepdish,conda-forge/deepdish,,,20817.0,https://pypi.org/project/deepdish,2021-09-24 05:09:00.400,87.0,19766.0,https://anaconda.org/conda-forge/deepdish,2023-06-16 13:19:04.224,94667.0,3.0,,,,,,,,,,,,,,,,,, +320,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 10:42:47.000,2024-03-15 09:19:58.000,2024-03-04 07:50:54,3522.0,8.0,34,16.0,82.0,26.0,4.0,249,2022-09-07 10:31:33.181,0.90.10,560.0,78.0,24,True,61.0,36.0,dbnd,,,,249867.0,https://pypi.org/project/dbnd,2024-03-15 09:19:58.000,25.0,249867.0,,,,3.0,,,,,,,,,,,,,,,,,, +321,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 19:20:54.000,2024-05-01 12:05:49.000,2024-05-01 12:05:42,378.0,5.0,32,7.0,144.0,3.0,84.0,147,2023-11-06 17:12:50.000,3.3.0,20.0,8.0,24,True,1253.0,1208.0,everett,conda-forge/everett,,,183801.0,https://pypi.org/project/everett,2023-11-06 17:12:50.000,45.0,182403.0,https://anaconda.org/conda-forge/everett,2023-11-06 18:31:38.869,60138.0,3.0,,,,,,,,,,,,,,,,,, +322,clint,kennethreitz-archive/clint,Python Command-line Application Tools.,,cli-helpers,https://github.com/kennethreitz/clint,https://github.com/kennethreitz/clint,ISC,2010-10-12 02:40:00.000,2023-09-22 13:46:56.000,2017-09-02 04:38:47,372.0,,19,4.0,113.0,51.0,42.0,95,2015-08-25 16:13:43.000,0.5.1,18.0,64.0,24,False,6095.0,4756.0,clint,conda-forge/clint,,118.0,134557.0,https://pypi.org/project/clint,2015-08-25 16:11:19.000,1339.0,133961.0,https://anaconda.org/conda-forge/clint,2023-06-16 13:16:28.082,57310.0,3.0,,,,,,,,,,,,,kennethreitz/clint,,,,, +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,,657,391.0,276.0,81.0,80.0,10553,2018-07-24 16:42:00.000,0.3.0,9.0,30.0,23,False,22.0,21.0,grumpy-tools,,,,60.0,https://pypi.org/project/grumpy-tools,2018-07-24 16:42:00.000,1.0,60.0,,,,2.0,,,,,,,,,,,,,,,,,, +324,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 13:39:33.000,2024-04-27 20:21:06.000,2023-10-02 06:28:26,631.0,,424,42.0,184.0,266.0,110.0,2661,2011-12-30 16:40:09.000,11.12.30,16.0,46.0,23,True,6.0,,camelot,,,,6604.0,https://pypi.org/project/camelot,2021-12-15 14:24:33.385,6.0,6604.0,,,,3.0,,,,,,,,,,,,,,,,,, +325,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 05:43:11.000,2024-03-09 16:08:10.000,2024-03-09 16:07:35,958.0,4.0,135,64.0,76.0,167.0,149.0,860,2021-12-15 14:50:33.964,0.0.0,10.0,31.0,23,True,173.0,167.0,rows,,,38.0,1495.0,https://pypi.org/project/rows,2021-12-15 14:50:33.964,6.0,1495.0,,,,3.0,,,,,,,,,,,,,,,,,, +326,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,214.0,206.0,pysparkling,conda-forge/pysparkling,,,12330.0,https://pypi.org/project/pysparkling,2022-11-13 18:45:00.900,8.0,12207.0,https://anaconda.org/conda-forge/pysparkling,2023-06-16 19:25:18.270,4678.0,3.0,,,,,,,,,,,,,,,,,, +327,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,,29,7.0,18.0,12.0,25.0,113,2020-10-10 13:13:32.000,0.6.0,30.0,4.0,23,False,2945.0,2749.0,pyexcel-xlsx,conda-forge/pyexcel-xlsx,,67.0,153663.0,https://pypi.org/project/pyexcel-xlsx,2020-10-10 13:13:32.000,196.0,153310.0,https://anaconda.org/conda-forge/pyexcel-xlsx,2023-06-16 13:23:09.620,27959.0,3.0,,,,,,,,,,,,,,,,,, +328,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,,126,64.0,19.0,23.0,15.0,3507,2019-11-07 15:54:35.000,0.3.0,11.0,10.0,22,False,456.0,422.0,pampy,,,,39162.0,https://pypi.org/project/pampy,2019-11-07 15:54:35.000,34.0,39162.0,,,,3.0,,,,,,,,,,,,,,,,,, +329,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,,165,98.0,31.0,18.0,58.0,3262,,,4.0,19.0,22,False,614.0,584.0,macropy3,,,,358.0,https://pypi.org/project/macropy3,2018-05-11 23:17:05.000,30.0,358.0,,,,3.0,,,,,,,,,,,,,,,,,, +330,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,,554,267.0,30.0,1.0,60.0,2692,2018-07-27 04:11:36.000,0.5.0,19.0,35.0,22,False,5.0,5.0,dpark,,['spark'],,88.0,https://pypi.org/project/dpark,2018-07-27 04:11:36.000,,88.0,,,,3.0,,,,,,,,,,,,,,,,,, +331,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,,89,38.0,214.0,46.0,58.0,2488,2022-09-26 19:13:22.000,pyston_2.3.5,7.0,1035.0,22,False,,,,,,24000.0,666.0,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +332,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,,84,46.0,34.0,18.0,11.0,1828,2016-02-06 21:56:46.000,0.6.5,27.0,20.0,22,False,191.0,179.0,bashplotlib,,,,5015.0,https://pypi.org/project/bashplotlib,2016-02-06 21:56:46.000,12.0,5015.0,,,,3.0,,,,,,,,,,,,,,,,,, +333,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,,140,40.0,22.0,20.0,11.0,1565,2021-12-15 15:25:21.835,1.5.4,6.0,14.0,22,False,187.0,181.0,commonregex,,,,94747.0,https://pypi.org/project/commonregex,2021-12-15 15:25:21.835,6.0,94747.0,,,,3.0,,,,,,,,,,,,,,,,,, +334,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,,123,14.0,32.0,31.0,42.0,874,2019-01-14 18:48:25.000,0.9.2,20.0,15.0,22,False,1847.0,1773.0,pickledb,,,,25855.0,https://pypi.org/project/pickledb,2019-01-14 18:48:25.000,74.0,25855.0,,,,3.0,,,,,,,,,,,,,,,,,, +335,unsync,alex-sherman/unsync,Unsynchronize asyncio.,,async,https://github.com/alex-sherman/unsync,https://github.com/alex-sherman/unsync,MIT,2018-02-06 02:16:16.000,2024-03-16 01:56:02.000,2024-03-16 01:55:55,63.0,1.0,51,21.0,20.0,3.0,28.0,869,2021-10-21 00:46:56.000,1.4.0,9.0,11.0,22,True,243.0,224.0,unsync,conda-forge/unsync,,,59826.0,https://pypi.org/project/unsync,2021-10-21 00:46:56.000,19.0,59556.0,https://anaconda.org/conda-forge/unsync,2023-06-16 19:20:12.238,12695.0,3.0,,,,,,,,,,,,,,,,,, +336,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,,39,16.0,12.0,6.0,11.0,513,2009-03-29 15:28:56.000,0.2.1,3.0,6.0,22,False,9685.0,9626.0,unipath,,,,52346.0,https://pypi.org/project/unipath,2015-02-11 04:36:12.000,59.0,52346.0,,,,3.0,,,,,,,,,,,,,,,,,, +337,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 22:30:25.000,2024-01-26 18:44:57.000,2024-01-26 18:44:57,88.0,,29,8.0,54.0,14.0,11.0,298,2023-12-21 12:00:14.000,0.10.0,14.0,15.0,22,True,467.0,409.0,rtoml,,,,352353.0,https://pypi.org/project/rtoml,2023-12-21 12:00:14.000,58.0,352353.0,,,,3.0,,,,,,,,,,,,,,,,,, +338,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,,19,6.0,64.0,12.0,24.0,170,2023-12-27 23:54:29.000,23.12.0,27.0,12.0,22,True,314.0,301.0,aioprometheus,,,,171410.0,https://pypi.org/project/aioprometheus,2023-12-27 23:54:29.000,13.0,171410.0,,,,3.0,,,,,,,,,,,,,,,,,, +339,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 15:35:29.000,2024-04-08 17:47:48.000,2024-03-29 20:59:55,630.0,2.0,18,11.0,35.0,18.0,15.0,162,2023-05-30 20:50:42.000,0.9.0,6.0,48.0,22,True,348.0,304.0,docopt-ng,,,,173686.0,https://pypi.org/project/docopt-ng,2023-05-30 20:48:00.631,44.0,173686.0,,,,3.0,,,,,,,,,,,,,,,,,, +340,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,,12,5.0,11.0,2.0,7.0,131,2023-01-09 22:37:52.868,2.2.0,9.0,3.0,22,False,2397.0,2325.0,coolname,conda-forge/coolname,,,575782.0,https://pypi.org/project/coolname,2023-01-09 22:37:52.868,72.0,573605.0,https://anaconda.org/conda-forge/coolname,2023-06-16 19:24:08.971,89284.0,3.0,,,,,,,,,,,,,,,,,, +341,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 15:40:01.000,2024-01-09 14:39:36.000,2024-01-09 14:39:36,34.0,,21,5.0,12.0,5.0,15.0,104,2018-02-09 00:32:14.000,1.1.2,4.0,7.0,22,True,2428.0,2338.0,stopit,conda-forge/stopit,,,488029.0,https://pypi.org/project/stopit,2018-02-09 00:32:14.000,90.0,476628.0,https://anaconda.org/conda-forge/stopit,2023-06-16 16:07:54.264,866523.0,3.0,,,,,,,,,,,,,,,,,, +342,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 08:02:27.000,2024-05-01 12:18:51.000,2024-04-25 16:36:53,1885.0,83.0,5,3.0,876.0,17.0,50.0,52,2024-04-05 10:54:51.000,4.7.5,70.0,8.0,22,False,75.0,67.0,click-extra,,,247.0,5724.0,https://pypi.org/project/click-extra,2024-04-05 10:54:34.000,8.0,5717.0,,,,3.0,,,,,,,,,,,,,,,,,, +343,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 14:04:37.000,2024-03-21 21:04:06.386,2024-03-19 18:38:23,86.0,1.0,146,34.0,13.0,11.0,179.0,3289,2024-03-19 18:41:16.000,2.1.22,67.0,1.0,21,False,221.0,221.0,ptext-joris-schellekens,conda-forge/borb,,,1529.0,https://pypi.org/project/ptext-joris-schellekens,2021-07-20 11:34:32.000,,,https://anaconda.org/conda-forge/borb,2024-03-21 21:04:06.386,50469.0,3.0,,,,,,,,,,,,,,,,,, +344,db.py,yhat/db.py,db.py is an easier way to interact with your databases.,,db-clients,https://github.com/yhat/db.py,https://github.com/yhat/db.py,BSD-2-Clause,2014-10-26 15:36:57.000,2021-08-02 12:32:38.000,2017-03-31 14:41:30,233.0,,111,50.0,49.0,32.0,22.0,1219,2017-03-31 14:41:57.000,0.5.3,35.0,24.0,21,False,28.0,,db.py,,,,945.0,https://pypi.org/project/db.py,2017-03-31 14:41:57.000,28.0,945.0,,,,3.0,,,,,,,,,,,,,,,,,, +345,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,,35,12.0,65.0,13.0,19.0,767,2023-11-15 04:40:34.000,0.7.1-post0,15.0,16.0,21,True,340.0,309.0,dirty-equals,conda-forge/dirty-equals,,,129193.0,https://pypi.org/project/dirty-equals,2023-11-15 05:03:24.000,31.0,127502.0,https://anaconda.org/conda-forge/dirty-equals,2023-11-15 20:33:25.333,43968.0,3.0,,,,,,,,,,,,,,,,,, +346,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,,46,11.0,20.0,18.0,11.0,482,2015-06-05 06:31:13.000,1.6.5,26.0,11.0,21,False,4574.0,3386.0,awesome-slugify,conda-forge/awesome-slugify,,,44340.0,https://pypi.org/project/awesome-slugify,2015-06-05 06:31:13.000,1188.0,43615.0,https://anaconda.org/conda-forge/awesome-slugify,2023-06-16 13:15:53.669,70350.0,3.0,,,,,,,,,,,,,,,,,, +347,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,,67,48.0,71.0,2.0,,353,2020-04-30 18:54:55.036,0.4.3,8.0,18.0,21,False,720.0,636.0,pymodm,conda-forge/pymodm,,,15690.0,https://pypi.org/project/pymodm,2020-04-30 18:54:55.036,84.0,15586.0,https://anaconda.org/conda-forge/pymodm,2023-06-16 19:18:01.986,5335.0,3.0,,,,,,,,,,,,,,,,,, +348,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,,48,14.0,34.0,25.0,13.0,300,2020-11-25 09:35:49.000,0.3.4,12.0,14.0,21,True,438.0,419.0,price-parser,,,,96447.0,https://pypi.org/project/price-parser,2020-11-25 09:35:49.000,19.0,96447.0,,,,3.0,,,,,,,,,,,,,,,,,, +349,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,,15,12.0,5.0,14.0,43.0,288,2021-01-04 03:43:58.000,0.11.1,17.0,7.0,21,False,184.0,175.0,datatest,,,,23552.0,https://pypi.org/project/datatest,2021-01-04 03:39:40.000,9.0,23552.0,,,,3.0,,,,,,,,,,,,,,,,,, +350,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,,16,7.0,9.0,16.0,5.0,210,2021-02-17 21:00:28.000,0.1.13,15.0,3.0,21,False,923.0,919.0,gsheetsdb,,,,68069.0,https://pypi.org/project/gsheetsdb,2022-01-05 03:28:15.000,4.0,68069.0,,,,3.0,,,,,,,,,,,,,,,,,, +351,py2neo,py2neo-org/py2neo,EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for Python.,,db-clients,https://github.com/neo4j-contrib/py2neo,https://github.com/neo4j-contrib/py2neo,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,,5,3.0,182.0,23.0,760.0,12,2023-10-20 15:18:09.000,2021.2.4,115.0,37.0,21,False,143.0,,py2neo,conda-forge/py2neo,,,44370.0,https://pypi.org/project/py2neo,2023-10-20 15:18:09.000,143.0,43586.0,https://anaconda.org/conda-forge/py2neo,2023-06-16 13:20:51.158,65101.0,3.0,,,,,,,,,,,,,neo4j-contrib/py2neo,,,,, +352,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,,146,67.0,4.0,1.0,41.0,2210,2016-09-11 02:13:18.000,1.2,3.0,4.0,20,False,58.0,48.0,pypattyrn,,,,1580.0,https://pypi.org/project/pypattyrn,2016-09-11 02:18:42.000,10.0,1580.0,,,,3.0,,,,,,,,,,,,,,,,,, +353,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,,216,38.0,56.0,86.0,40.0,1468,2020-07-17 16:16:44.000,0.4.3,9.0,13.0,20,True,,,excalibur-py,,,11982.0,1818.0,https://pypi.org/project/excalibur-py,2020-03-21 11:40:49.000,,1640.0,,,,3.0,,,,,,,,,,,,,,,,,, +354,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,,121,59.0,77.0,64.0,120.0,876,2018-08-31 16:03:04.000,0.9.10,70.0,40.0,20,False,32.0,32.0,mrq,,,,293.0,https://pypi.org/project/mrq,2018-08-31 16:03:04.000,,293.0,,,,3.0,,,,,,,,,,,,,,,,,, +355,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,,44,17.0,48.0,15.0,38.0,716,2022-09-20 06:06:25.216,0.3.2,86.0,11.0,20,False,68.0,61.0,pdpipe,conda-forge/pdpipe,['pandas'],,2850.0,https://pypi.org/project/pdpipe,2022-07-04 17:58:17.000,7.0,2133.0,https://anaconda.org/conda-forge/pdpipe,2023-06-16 19:23:35.358,30127.0,3.0,,,,,,,,,,,,,,,,,, +356,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,,22,10.0,32.0,22.0,21.0,663,2022-03-13 23:32:45.000,0.2.4,25.0,12.0,20,False,72.0,69.0,pugsql,,,,6351.0,https://pypi.org/project/pugsql,2022-03-13 23:32:45.000,3.0,6351.0,,,,3.0,,,,,,,,,,,,,,,,,, +357,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,,26,14.0,183.0,16.0,122.0,571,2023-09-22 03:14:38.000,5.9.1,85.0,10.0,20,True,120.0,111.0,pypyr,conda-forge/pypyr,,,3472.0,https://pypi.org/project/pypyr,2023-09-22 03:14:38.000,9.0,2947.0,https://anaconda.org/conda-forge/pypyr,2023-09-22 05:04:53.900,14715.0,3.0,,,,,,,,,,,,,,,,,, +358,Upgini,upgini/upgini,Data search & enrichment library for Machine Learning Easily find and add relevant features to your ML & AI pipeline..,,data-loading,https://github.com/upgini/upgini,https://github.com/upgini/upgini,BSD-3-Clause,2021-12-08 21:53:58.000,2024-05-01 20:05:13.000,2024-05-01 20:04:28,729.0,36.0,24,5.0,280.0,6.0,,290,2024-05-01 20:05:13.000,1.1.279,693.0,12.0,20,True,6.0,6.0,upgini,,,,6905.0,https://pypi.org/project/upgini,2024-05-01 20:05:13.000,,6905.0,,,,3.0,,,,,,,,,,,,,,,,,, +359,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 14:22:53.000,2024-04-12 02:05:58.000,2024-01-18 11:58:13,5466.0,,44,14.0,632.0,33.0,80.0,196,2023-08-01 10:51:02.000,0.8.7,20.0,37.0,20,True,9.0,9.0,batchflow,,,,197.0,https://pypi.org/project/batchflow,2023-08-01 10:51:02.000,,197.0,,,,3.0,,,,,,,,,,,,,,,,,, +360,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,,457,159.0,142.0,78.0,27.0,1986,2020-01-08 19:50:31.000,1.6.0,9.0,17.0,19,False,40.0,40.0,,,['spark'],,,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +361,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 04:15:53.000,2024-04-21 01:30:00.000,2024-04-20 22:12:25,3088.0,94.0,142,27.0,258.0,32.0,401.0,1485,,,,51.0,19,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +362,Databolt Flow,d6t/d6tflow,Python library for building highly effective data science workflows.,,data-pipelines,https://github.com/d6t/d6tflow,https://github.com/d6t/d6tflow,MIT,2019-02-03 01:51:22.000,2024-02-20 02:03:46.000,2023-07-20 18:28:08,272.0,,77,24.0,19.0,11.0,13.0,952,2024-02-20 02:03:46.000,0.2.8,25.0,13.0,19,True,28.0,28.0,d6tflow,,,,276.0,https://pypi.org/project/d6tflow,2024-02-20 02:03:46.000,,276.0,,,,3.0,,,,,,,,,,,,,,,,,, +363,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,,23,49.0,14.0,7.0,11.0,264,2015-12-20 08:56:50.000,0.4.2,8.0,9.0,19,False,73.0,70.0,valideer,conda-forge/valideer,,,6728.0,https://pypi.org/project/valideer,2015-12-20 08:56:50.000,3.0,6507.0,https://anaconda.org/conda-forge/valideer,2023-06-16 13:17:05.198,21511.0,3.0,,,,,,,,,,,,,,,,,, +364,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,136.0,133.0,queries,,,,3247.0,https://pypi.org/project/queries,2021-11-16 15:05:08.000,3.0,3247.0,,,,3.0,,,,,,,,,,,,,,,,,, +365,fletcher,xhochy/fletcher,Pandas ExtensionDType/Array backed by Apache Arrow.,,data-containers,https://github.com/xhochy/fletcher,https://github.com/xhochy/fletcher,MIT,2018-03-04 16:44:22.000,2023-06-16 16:09:03.368,2023-02-22 15:16:59,522.0,,33,18.0,147.0,,74.0,228,2021-01-17 20:11:01.000,0.7.2,16.0,24.0,19,False,6.0,5.0,fletcher,conda-forge/fletcher,['pandas'],21.0,1203.0,https://pypi.org/project/fletcher,2021-01-17 20:11:01.000,1.0,247.0,https://anaconda.org/conda-forge/fletcher,2023-06-16 16:09:03.368,66966.0,3.0,,,,,,,,,,,,,,,,,, +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 01:24:36.000,2024-02-28 02:03:46.000,2023-04-26 16:56:57,532.0,,9,6.0,110.0,17.0,84.0,181,2023-04-26 17:06:00.831,2.8.1,115.0,9.0,19,False,85.0,81.0,typical,conda-forge/typical,,,2629.0,https://pypi.org/project/typical,2019-07-20 00:03:59.000,4.0,1612.0,https://anaconda.org/conda-forge/typical,2023-06-16 19:25:53.591,36613.0,3.0,,,,,,,,,,,,,,,,,, +367,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,,,,754.0,https://pypi.org/project/riko,2021-12-28 23:04:04.000,1.0,754.0,,,,3.0,,,,,,,,,,,,,,,,,, +368,colout,nojhan/colout,Color text streams with a polished command line interface.,,cli-helpers,https://github.com/nojhan/colout,https://github.com/nojhan/colout,GPL-3.0,2012-03-31 10:39:00.000,2024-01-29 21:31:49.000,2024-01-29 21:31:13,266.0,,58,35.0,46.0,14.0,58.0,1110,2022-05-12 11:29:27.000,1.0,6.0,30.0,18,True,6.0,6.0,colout,,,,197.0,https://pypi.org/project/colout,2020-06-21 20:05:59.000,,197.0,,,,3.0,,,,,,,,,,,,,,,,,, +369,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,,48,23.0,28.0,15.0,10.0,936,2022-11-20 08:19:03.000,1.2.0,8.0,9.0,18,False,42.0,34.0,bounter,,,,311.0,https://pypi.org/project/bounter,2022-11-20 08:18:00.871,8.0,311.0,,,,3.0,,,,,,,,,,,,,piskvorky/bounter,,,,, +370,Pipeless,pipeless-ai/pipeless,An open-source framework to create and deploy computer vision applications in minutes.,,computer-vision,https://github.com/pipeless-ai/pipeless,https://github.com/pipeless-ai/pipeless,Apache-2.0,2023-07-21 17:22:24.000,2024-05-02 09:10:50.000,2024-04-30 10:06:43,660.0,25.0,31,5.0,108.0,7.0,19.0,651,2024-02-23 12:24:30.000,1.11.0,66.0,8.0,18,True,2.0,,pipeless-ai,,,928.0,225.0,https://pypi.org/project/pipeless-ai,2023-11-02 12:42:21.000,2.0,122.0,,,,1.0,,,,,,,,,,,,,,,,,, +371,validr,guyskk/validr,"A simple, fast, extensible python library for data validation.",,data-validation,https://github.com/guyskk/validr,https://github.com/guyskk/validr,MIT,2015-09-05 05:47:04.000,2024-04-11 23:06:48.000,2023-12-23 16:55:35,407.0,,12,10.0,42.0,3.0,22.0,211,2023-12-13 20:40:33.000,1.2.2,24.0,7.0,18,True,6.0,,validr,,,,450.0,https://pypi.org/project/validr,2023-12-13 20:40:33.000,6.0,450.0,,,,3.0,,,,,,,,,,,,,,,,,, +372,Mara Pipelines,mara/mara-pipelines,"A lightweight opinionated ETL framework, halfway between plain scripts and Apache Airflow.",,data-pipelines,https://github.com/mara/mara-pipelines,https://github.com/mara/mara-pipelines,MIT,2018-03-31 20:37:22.000,2023-12-15 16:14:47.000,2023-12-07 14:42:14,172.0,,105,56.0,74.0,26.0,16.0,2053,2023-12-06 18:22:59.000,3.5.0,11.0,17.0,17,True,1.0,,mara-pipelines,,,,75.0,https://pypi.org/project/mara-pipelines,2023-12-06 18:12:20.000,1.0,75.0,,,,3.0,,,,,,,,,,,,,,,,,, +373,wssh,aluzzardi/wssh,SSH to WebSockets Bridge.,,infrastructure,https://github.com/aluzzardi/wssh,https://github.com/aluzzardi/wssh,MIT,2012-07-24 05:26:41.000,2019-02-12 13:08:18.000,2016-10-11 00:37:04,34.0,,275,87.0,15.0,26.0,5.0,1360,2012-07-24 09:27:02.000,0.1.0,1.0,9.0,17,False,10.0,10.0,wssh,,,,46.0,https://pypi.org/project/wssh,2012-07-24 09:27:02.000,,46.0,,,,3.0,,,,,,,,,,,,,,,,,, +374,stackless,stackless-dev/stackless,The Stackless Python programming language.,,python-implementations,https://github.com/stackless-dev/stackless,https://github.com/stackless-dev/stackless,,2017-09-05 14:36:10.000,2023-11-30 11:40:59.000,2021-08-11 18:33:11,106029.0,,59,39.0,40.0,11.0,256.0,997,,,,999.0,17,False,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +375,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,,22,11.0,120.0,21.0,57.0,433,2022-07-04 09:43:53.000,3.0.12,62.0,4.0,17,False,18.0,18.0,bodywork,,,,372.0,https://pypi.org/project/bodywork,2022-07-04 09:43:53.000,,372.0,,,,3.0,,,,,,,,,,,,,,,,,, +376,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 16:46:04.000,2024-04-27 16:58:06.000,2024-02-27 14:32:58,208.0,2.0,15,8.0,20.0,2.0,12.0,188,2022-10-21 16:09:00.872,1.2.0,38.0,6.0,17,True,,,flupy,,,,223848.0,https://pypi.org/project/flupy,2022-10-21 16:09:00.872,,223848.0,,,,3.0,,,,,,,,,,,,,,,,,, +377,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,,68,18.0,28.0,42.0,30.0,859,2021-11-18 16:35:33.000,1.3,16.0,7.0,16,False,5.0,,csvs-to-sqlite,,,,1344.0,https://pypi.org/project/csvs-to-sqlite,2021-11-18 16:36:40.000,5.0,1344.0,,,,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,,23,18.0,9.0,7.0,6.0,626,2018-09-18 21:25:30.000,1.0.19,19.0,6.0,16,False,11.0,9.0,lazydata,,,,36.0,https://pypi.org/project/lazydata,2018-09-18 21:25:30.000,2.0,36.0,,,,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,,125,18.0,278.0,127.0,78.0,623,2021-05-19 12:56:53.000,0.7.0,15.0,10.0,16,False,,,kubeflow-kale,,['jupyter'],,253.0,https://pypi.org/project/kubeflow-kale,2021-05-19 12:56:53.000,,253.0,,,,3.0,,,,,,,,,,,,,,,,,, +380,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 08:15:36.000,2024-04-26 18:27:20.000,2024-01-15 11:48:36,125.0,,8,16.0,181.0,2.0,11.0,279,2024-01-15 11:55:58.000,0.19.8,110.0,18.0,16,True,3.0,2.0,squirrel-core,squirrel-core,,,739.0,https://pypi.org/project/squirrel-core,2024-01-15 11:55:58.000,,739.0,https://anaconda.org/anaconda/squirrel-core,2022-11-18 08:24:02.000,,3.0,,,,,,,,,,,,,,,1.0,,, +381,cleverdict,PFython/cleverdict,A JSON-friendly data structure which allows both object attributes and dictionary keys and values to be used..,,data-structures,https://github.com/PFython/cleverdict,https://github.com/PFython/cleverdict,MIT,2020-06-20 05:07:58.000,2024-03-20 16:23:27.000,2022-03-26 19:33:44,213.0,,9,2.0,20.0,13.0,12.0,98,2022-02-15 06:59:08.000,1.9.2,28.0,7.0,16,False,44.0,39.0,cleverdict,,,,1087.0,https://pypi.org/project/cleverdict,2022-02-15 06:59:08.000,5.0,1087.0,,,,3.0,,,,,,,,,,,,,,,,,, +382,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,,101,53.0,28.0,3.0,2.0,1195,2018-09-14 14:38:32.000,0.2.0,5.0,11.0,15,False,2.0,2.0,botflow,,,,54.0,https://pypi.org/project/botflow,2018-09-14 14:38:32.000,,54.0,,,,3.0,,,,,,,,,,,,,,,,,, +383,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,,24,13.0,3.0,6.0,1.0,719,2018-11-22 02:36:46.000,0.0.78,57.0,2.0,15,False,13.0,10.0,supersqlite,,,,258.0,https://pypi.org/project/supersqlite,2018-11-22 02:36:46.000,3.0,258.0,,,,3.0,,,,,,,,,,,,,,,,,, +384,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 16:16:22.000,2024-05-02 09:26:05.000,2024-04-30 17:54:33,1009.0,62.0,21,2.0,875.0,8.0,18.0,270,2024-04-30 16:46:52.000,0.1.69,44.0,15.0,15,False,,,the-guide,,,,13.0,https://pypi.org/project/the-guide,2023-08-11 19:02:53.000,,13.0,,,,3.0,,,,,,,,,,,,,,,,,, +385,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,,12,2.0,5.0,3.0,,81,2018-01-15 02:19:08.000,0.1.1,1.0,1.0,15,False,999.0,990.0,millify,,,,55128.0,https://pypi.org/project/millify,2018-01-15 02:19:08.000,9.0,55128.0,,,,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,,65,21.0,2.0,2.0,1.0,548,2020-11-12 16:12:54.000,zen,22.0,3.0,13,False,7.0,7.0,pandapy,,['pandas'],,97.0,https://pypi.org/project/pandapy,2020-01-25 23:10:32.000,,97.0,,,,3.0,,,,,,,,,,,,,,,,,, +387,RasgoQL,rasgointelligence/RasgoQL,"Write python locally, execute SQL in your data warehouse.",,data-pipelines,https://github.com/rasgointelligence/RasgoQL,https://github.com/rasgointelligence/RasgoQL,AGPL-3.0,2022-01-23 01:39:32.000,2022-07-05 16:55:25.000,2022-07-05 16:53:20,231.0,,12,9.0,68.0,6.0,15.0,266,2022-07-05 16:55:25.000,1.6.4,33.0,10.0,13,False,,,rasgoql,,,,186.0,https://pypi.org/project/rasgoql,2022-07-05 16:55:25.000,,186.0,,,,3.0,,,,,,,,,,,,,,,,,, +388,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,,19,6.0,77.0,18.0,40.0,108,2022-11-22 19:10:35.164,0.11.0,13.0,7.0,13,False,,,datajob,,,,117.0,https://pypi.org/project/datajob,2022-11-22 19:10:35.164,,117.0,,,,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,,34,30.0,10.0,3.0,16.0,364,,,,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,,29,19.0,5.0,1.0,3.0,783,,,,3.0,7,False,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,, diff --git a/latest-changes.md b/latest-changes.md index 1e0e836..3749773 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._ -- cpython (πŸ₯‡50 Β· ⭐ 60K Β· πŸ“ˆ) - The Python programming language. MIT -- keyring (πŸ₯ˆ39 Β· ⭐ 1.2K Β· πŸ“ˆ) - Store and access your passwords safely. MIT -- zipp (πŸ₯ˆ35 Β· ⭐ 50 Β· πŸ“ˆ) - Backport of pathlib-compatible object wrapper for zip files. MIT -- inflect (πŸ₯ˆ34 Β· ⭐ 920 Β· πŸ“ˆ) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT -- path (πŸ₯‰33 Β· ⭐ 1.1K Β· πŸ“ˆ) - Object-oriented file system path manipulation. MIT +- Airflow (πŸ₯‡50 Β· ⭐ 35K Β· πŸ“ˆ) - Platform to programmatically author, schedule, and monitor.. Apache-2 +- cachetools (πŸ₯‡36 Β· ⭐ 2.1K Β· πŸ“ˆ) - Extensible memoizing collections and decorators. MIT +- tortoise-orm (πŸ₯ˆ34 Β· ⭐ 4.2K Β· πŸ“ˆ) - Familiar asyncio ORM for python, built with relations in.. Apache-2 +- fastcore (πŸ₯ˆ33 Β· ⭐ 900 Β· πŸ“ˆ) - Python supercharged for the fastai library. Apache-2 +- openpyxl (πŸ₯‰26 Β· ⭐ 76 Β· πŸ“ˆ) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT ## 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._ -- pycryptodomex (πŸ₯‰37 Β· ⭐ 2.7K Β· πŸ“‰) - A self-contained cryptographic library for Python. BSD-3 -- Prometheus Client (πŸ₯ˆ34 Β· ⭐ 3.8K Β· πŸ“‰) - Prometheus instrumentation library for Python.. Apache-2 -- docarray (πŸ₯ˆ33 Β· ⭐ 2.7K Β· πŸ“‰) - Represent, send, store and search multimodal data. Apache-2 -- zenml (πŸ₯ˆ32 Β· ⭐ 3.7K Β· πŸ“‰) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2 -- prisma (πŸ₯‰27 Β· ⭐ 1.6K Β· πŸ“‰) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2 +- awscli (πŸ₯ˆ43 Β· ⭐ 15K Β· πŸ“‰) - Universal Command Line Interface for Amazon Web Services. Apache-2 +- pexpect (πŸ₯‡37 Β· ⭐ 2.5K Β· πŸ“‰) - A Python module for controlling interactive programs in a pseudo-.. ISC +- pytz (πŸ₯‰33 Β· ⭐ 310 Β· πŸ“‰) - pytz Python historical timezone library and database. MIT +- snorkel (πŸ₯‰29 Β· ⭐ 5.7K Β· πŸ“‰) - A system for quickly generating training data with weak.. Apache-2 +- Phoenix (πŸ₯‰24 Β· ⭐ 2.2K Β· πŸ“‰) - wxPythons Project Phoenix. A new implementation of wxPython,.. ❗️wxWindows