From 2cce2fbf723db00fc008c9879e5f67ae5a9f67b7 Mon Sep 17 00:00:00 2001 From: LukasMasuch Date: Thu, 16 May 2024 13:43:11 +0000 Subject: [PATCH] Update best-of list for version 2024.05.16 --- README.md | 1242 +++++++++++++++---------------- history/2024-05-16_changes.md | 20 + history/2024-05-16_projects.csv | 392 ++++++++++ latest-changes.md | 20 +- 4 files changed, 1043 insertions(+), 631 deletions(-) create mode 100644 history/2024-05-16_changes.md create mode 100644 history/2024-05-16_projects.csv diff --git a/README.md b/README.md index e6de524..ea2764f 100644 --- a/README.md +++ b/README.md @@ -86,12 +86,12 @@ This curated list contains 390 awesome open-source projects with a total of 1.8M
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“₯ 44M Β· πŸ“¦ 640K Β· πŸ“‹ 6.2K - 8% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/protocolbuffers/protobuf) (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 15K Β· πŸ“₯ 45M Β· πŸ“¦ 640K Β· πŸ“‹ 6.2K - 7% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/protocolbuffers/protobuf ``` -- [PyPi](https://pypi.org/project/protobuf) (πŸ“₯ 190M / month Β· πŸ“¦ 6.7K Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/protobuf) (πŸ“₯ 190M / month Β· πŸ“¦ 6.7K Β· ⏱️ 14.05.2024): ``` pip install protobuf ``` @@ -106,7 +106,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.8M
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“₯ 430K Β· πŸ“¦ 110K Β· πŸ“‹ 2.4K - 6% open Β· ⏱️ 01.05.2024): +- [GitHub](https://github.com/google/flatbuffers) (πŸ‘¨β€πŸ’» 670 Β· πŸ”€ 3.2K Β· πŸ“₯ 440K Β· πŸ“¦ 110K Β· πŸ“‹ 2.4K - 6% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/google/flatbuffers @@ -126,12 +126,12 @@ This curated list contains 390 awesome open-source projects with a total of 1.8M
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”€ 620 Β· πŸ“¦ 140K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/marshmallow-code/marshmallow) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 620 Β· πŸ“¦ 140K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/marshmallow-code/marshmallow ``` -- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 47M / month Β· πŸ“¦ 2.2K Β· ⏱️ 01.05.2024): +- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 48M / month Β· πŸ“¦ 2.2K Β· ⏱️ 01.05.2024): ``` pip install marshmallow ``` @@ -142,12 +142,12 @@ This curated list contains 390 awesome open-source projects with a total of 1.8M
orjson (πŸ₯ˆ38 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”€ 200 Β· πŸ“¦ 89K Β· πŸ“‹ 380 - 0% open Β· ⏱️ 03.05.2024): +- [GitHub](https://github.com/ijl/orjson) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 200 Β· πŸ“¦ 91K Β· πŸ“‹ 390 - 0% open Β· ⏱️ 03.05.2024): ``` git clone https://github.com/ijl/orjson ``` -- [PyPi](https://pypi.org/project/orjson) (πŸ“₯ 25M / month Β· πŸ“¦ 2.3K Β· ⏱️ 03.05.2024): +- [PyPi](https://pypi.org/project/orjson) (πŸ“₯ 27M / month Β· πŸ“¦ 2.4K Β· ⏱️ 03.05.2024): ``` pip install orjson ``` @@ -156,18 +156,18 @@ This curated list contains 390 awesome open-source projects with a total of 1.8M conda install -c conda-forge orjson ```
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dill (πŸ₯ˆ36 Β· ⭐ 2.1K) - serialize all of Python. BSD-3 +
dill (πŸ₯ˆ37 Β· ⭐ 2.2K) - serialize all of Python. BSD-3 -- [GitHub](https://github.com/uqfoundation/dill) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 170 Β· πŸ“₯ 290K Β· πŸ“¦ 160K Β· πŸ“‹ 520 - 35% 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“‹ 520 - 35% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/uqfoundation/dill ``` -- [PyPi](https://pypi.org/project/dill) (πŸ“₯ 55M / month Β· πŸ“¦ 2.8K Β· ⏱️ 27.01.2024): +- [PyPi](https://pypi.org/project/dill) (πŸ“₯ 57M / month Β· πŸ“¦ 2.8K Β· ⏱️ 27.01.2024): ``` pip install dill ``` -- [Conda](https://anaconda.org/conda-forge/dill) (πŸ“₯ 6.5M Β· ⏱️ 28.01.2024): +- [Conda](https://anaconda.org/conda-forge/dill) (πŸ“₯ 6.6M Β· ⏱️ 28.01.2024): ``` conda install -c conda-forge dill ``` @@ -199,51 +199,51 @@ This curated list contains 390 awesome open-source projects with a total of 1.8M ``` pip install msgpack ``` -- [Conda](https://anaconda.org/conda-forge/msgpack-python) (πŸ“₯ 16M Β· ⏱️ 25.11.2023): +- [Conda](https://anaconda.org/conda-forge/msgpack-python) (πŸ“₯ 16M Β· ⏱️ 14.05.2024): ``` conda install -c conda-forge msgpack-python ```
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simplejson (πŸ₯‰34 Β· ⭐ 1.6K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT +
ultrajson (πŸ₯‰34 Β· ⭐ 4.3K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3 -- [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): +- [GitHub](https://github.com/ultrajson/ultrajson) (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 360 Β· πŸ“‹ 340 - 7% open Β· ⏱️ 13.05.2024): ``` - git clone https://github.com/simplejson/simplejson + git clone https://github.com/ultrajson/ultrajson ``` -- [PyPi](https://pypi.org/project/simplejson) (πŸ“₯ 20M / month Β· πŸ“¦ 2.5K Β· ⏱️ 06.10.2023): +- [PyPi](https://pypi.org/project/ujson) (πŸ“₯ 15M / month Β· πŸ“¦ 2.2K Β· ⏱️ 14.05.2024): ``` - pip install simplejson + pip install ujson ``` -- [Conda](https://anaconda.org/conda-forge/simplejson) (πŸ“₯ 3.2M Β· ⏱️ 15.02.2024): +- [Conda](https://anaconda.org/conda-forge/ujson) (πŸ“₯ 4.8M Β· ⏱️ 15.05.2024): ``` - conda install -c conda-forge simplejson + conda install -c conda-forge ujson ```
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ultrajson (πŸ₯‰33 Β· ⭐ 4.3K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3 +
simplejson (πŸ₯‰34 Β· ⭐ 1.6K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT -- [GitHub](https://github.com/ultrajson/ultrajson) (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 360 Β· πŸ“‹ 350 - 8% open Β· ⏱️ 01.04.2024): +- [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/ultrajson/ultrajson + git clone https://github.com/simplejson/simplejson ``` -- [PyPi](https://pypi.org/project/ujson) (πŸ“₯ 13M / month Β· πŸ“¦ 2.2K Β· ⏱️ 10.12.2023): +- [PyPi](https://pypi.org/project/simplejson) (πŸ“₯ 20M / month Β· πŸ“¦ 2.5K Β· ⏱️ 06.10.2023): ``` - pip install ujson + pip install simplejson ``` -- [Conda](https://anaconda.org/conda-forge/ujson) (πŸ“₯ 4.7M Β· ⏱️ 11.12.2023): +- [Conda](https://anaconda.org/conda-forge/simplejson) (πŸ“₯ 3.3M Β· ⏱️ 15.02.2024): ``` - conda install -c conda-forge ujson + 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): +- [GitHub](https://github.com/cloudpipe/cloudpickle) (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 160 Β· πŸ“₯ 27 Β· πŸ“‹ 260 - 34% open Β· ⏱️ 08.04.2024): ``` git clone https://github.com/cloudpipe/cloudpickle ``` -- [PyPi](https://pypi.org/project/cloudpickle) (πŸ“₯ 41M / month Β· πŸ“¦ 1.6K Β· ⏱️ 16.10.2023): +- [PyPi](https://pypi.org/project/cloudpickle) (πŸ“₯ 42M / month Β· πŸ“¦ 1.6K Β· ⏱️ 16.10.2023): ``` pip install cloudpickle ``` @@ -254,16 +254,16 @@ This curated list contains 390 awesome open-source projects with a total of 1.8M
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”€ 47 Β· πŸ“¦ 5.4K Β· πŸ“‹ 120 - 13% open Β· ⏱️ 29.04.2024): +- [GitHub](https://github.com/python-rapidjson/python-rapidjson) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 47 Β· πŸ“¦ 5.4K Β· πŸ“‹ 120 - 13% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/python-rapidjson/python-rapidjson ``` -- [PyPi](https://pypi.org/project/python-rapidjson) (πŸ“₯ 1.7M / month Β· πŸ“¦ 240 Β· ⏱️ 28.02.2024): +- [PyPi](https://pypi.org/project/python-rapidjson) (πŸ“₯ 1.8M / month Β· πŸ“¦ 240 Β· ⏱️ 28.02.2024): ``` pip install python-rapidjson ``` -- [Conda](https://anaconda.org/conda-forge/python-rapidjson) (πŸ“₯ 1.6M Β· ⏱️ 28.02.2024): +- [Conda](https://anaconda.org/conda-forge/python-rapidjson) (πŸ“₯ 1.7M Β· ⏱️ 28.02.2024): ``` conda install -c conda-forge python-rapidjson ``` @@ -275,7 +275,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.8M ``` git clone https://github.com/explosion/srsly ``` -- [PyPi](https://pypi.org/project/srsly) (πŸ“₯ 9.6M / month Β· πŸ“¦ 170 Β· ⏱️ 22.09.2023): +- [PyPi](https://pypi.org/project/srsly) (πŸ“₯ 10M / month Β· πŸ“¦ 170 Β· ⏱️ 22.09.2023): ``` pip install srsly ``` @@ -286,7 +286,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.8M
hickle (πŸ₯‰27 Β· ⭐ 480) - a HDF5-based python pickle replacement. MIT -- [GitHub](https://github.com/telegraphic/hickle) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 71 Β· πŸ“¦ 740 Β· πŸ“‹ 110 - 7% open Β· ⏱️ 31.03.2024): +- [GitHub](https://github.com/telegraphic/hickle) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 71 Β· πŸ“¦ 740 Β· πŸ“‹ 110 - 5% open Β· ⏱️ 31.03.2024): ``` git clone https://github.com/telegraphic/hickle @@ -307,23 +307,23 @@ This curated list contains 390 awesome open-source projects with a total of 1.8M ``` git clone https://github.com/TkTech/pysimdjson ``` -- [PyPi](https://pypi.org/project/pysimdjson) (πŸ“₯ 1M / month Β· πŸ“¦ 26 Β· ⏱️ 06.02.2024): +- [PyPi](https://pypi.org/project/pysimdjson) (πŸ“₯ 1M / month Β· πŸ“¦ 49 Β· ⏱️ 06.02.2024): ``` pip install pysimdjson ``` -- [Conda](https://anaconda.org/conda-forge/pysimdjson) (πŸ“₯ 91K Β· ⏱️ 06.02.2024): +- [Conda](https://anaconda.org/conda-forge/pysimdjson) (πŸ“₯ 92K Β· ⏱️ 06.02.2024): ``` conda install -c conda-forge pysimdjson ```
rtoml (πŸ₯‰22 Β· ⭐ 300) - A fast TOML library for python implemented in rust. MIT -- [GitHub](https://github.com/samuelcolvin/rtoml) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 30 Β· πŸ“¦ 410 Β· πŸ“‹ 26 - 57% open Β· ⏱️ 26.01.2024): +- [GitHub](https://github.com/samuelcolvin/rtoml) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 30 Β· πŸ“¦ 420 Β· πŸ“‹ 26 - 57% open Β· ⏱️ 26.01.2024): ``` git clone https://github.com/samuelcolvin/rtoml ``` -- [PyPi](https://pypi.org/project/rtoml) (πŸ“₯ 350K / month Β· πŸ“¦ 110 Β· ⏱️ 21.12.2023): +- [PyPi](https://pypi.org/project/rtoml) (πŸ“₯ 300K / month Β· πŸ“¦ 110 Β· ⏱️ 21.12.2023): ``` pip install rtoml ``` @@ -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“¦ 1.7M Β· πŸ“‹ 27K - 14% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/pandas-dev/pandas) (πŸ‘¨β€πŸ’» 3.6K Β· πŸ”€ 17K Β· πŸ“₯ 260K Β· πŸ“¦ 1.7M Β· πŸ“‹ 27K - 14% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/pandas-dev/pandas ``` -- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 210M / month Β· πŸ“¦ 65K Β· ⏱️ 10.04.2024): +- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 220M / month Β· πŸ“¦ 65K Β· ⏱️ 10.04.2024): ``` pip install pandas ``` @@ -356,21 +356,21 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pandas ```
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polars (πŸ₯‡42 Β· ⭐ 26K Β· πŸ“ˆ) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT +
polars (πŸ₯‡42 Β· ⭐ 27K) - Dataframes powered by a multithreaded, vectorized query engine, written in.. MIT -- [GitHub](https://github.com/pola-rs/polars) (πŸ‘¨β€πŸ’» 410 Β· πŸ”€ 1.6K Β· πŸ“₯ 670 Β· πŸ“¦ 4 Β· πŸ“‹ 7.4K - 21% open Β· ⏱️ 09.05.2024): +- [GitHub](https://github.com/pola-rs/polars) (πŸ‘¨β€πŸ’» 410 Β· πŸ”€ 1.6K Β· πŸ“₯ 810 Β· πŸ“¦ 4 Β· πŸ“‹ 7.5K - 22% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/pola-rs/polars ``` -- [PyPi](https://pypi.org/project/polars) (πŸ“₯ 7M / month Β· πŸ“¦ 890 Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/polars) (πŸ“₯ 7.1M / month Β· πŸ“¦ 900 Β· ⏱️ 14.05.2024): ``` pip install polars ```
h5py (πŸ₯ˆ41 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”€ 520 Β· πŸ“₯ 3.3K Β· πŸ“¦ 270K Β· πŸ“‹ 1.5K - 18% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/h5py/h5py) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 520 Β· πŸ“₯ 3.3K Β· πŸ“¦ 270K Β· πŸ“‹ 1.5K - 18% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/h5py/h5py @@ -379,51 +379,51 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install h5py ``` -- [Conda](https://anaconda.org/conda-forge/h5py) (πŸ“₯ 15M Β· ⏱️ 10.04.2024): +- [Conda](https://anaconda.org/conda-forge/h5py) (πŸ“₯ 16M Β· ⏱️ 10.04.2024): ``` conda install -c conda-forge h5py ```
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’» 500 Β· πŸ”€ 1K Β· πŸ“¦ 26K Β· πŸ“‹ 4.3K - 26% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/pydata/xarray) (πŸ‘¨β€πŸ’» 500 Β· πŸ”€ 1K Β· πŸ“¦ 27K Β· πŸ“‹ 4.3K - 26% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/pydata/xarray ``` -- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 5.3M / month Β· πŸ“¦ 3K Β· ⏱️ 29.03.2024): +- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 5.2M / month Β· πŸ“¦ 3K Β· ⏱️ 13.05.2024): ``` pip install xarray ``` -- [Conda](https://anaconda.org/conda-forge/xarray) (πŸ“₯ 9.9M Β· ⏱️ 29.03.2024): +- [Conda](https://anaconda.org/conda-forge/xarray) (πŸ“₯ 9.9M Β· ⏱️ 13.05.2024): ``` conda install -c conda-forge xarray ```
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 - 16% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/modin-project/modin) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 640 Β· πŸ“₯ 200K Β· πŸ“¦ 1.5K Β· πŸ“‹ 4.2K - 16% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/modin-project/modin ``` -- [PyPi](https://pypi.org/project/modin) (πŸ“₯ 1.3M / month Β· πŸ“¦ 47 Β· ⏱️ 15.04.2024): +- [PyPi](https://pypi.org/project/modin) (πŸ“₯ 1.3M / month Β· πŸ“¦ 47 Β· ⏱️ 15.05.2024): ``` pip install modin ``` -- [Conda](https://anaconda.org/conda-forge/modin-core) (πŸ“₯ 310K Β· ⏱️ 16.04.2024): +- [Conda](https://anaconda.org/conda-forge/modin-core) (πŸ“₯ 320K Β· ⏱️ 15.05.2024): ``` conda install -c conda-forge modin-core ```
numexpr (πŸ₯ˆ36 Β· ⭐ 2.1K) - Fast numerical array expression evaluator for Python, NumPy, Pandas,.. MIT -- [GitHub](https://github.com/pydata/numexpr) (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 200 Β· πŸ“₯ 630 Β· πŸ“¦ 75K Β· πŸ“‹ 370 - 1% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/pydata/numexpr) (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 200 Β· πŸ“₯ 640 Β· πŸ“¦ 75K Β· πŸ“‹ 370 - 1% open Β· ⏱️ 08.05.2024): ``` git clone https://github.com/pydata/numexpr ``` -- [PyPi](https://pypi.org/project/numexpr) (πŸ“₯ 4.1M / month Β· πŸ“¦ 850 Β· ⏱️ 02.04.2024): +- [PyPi](https://pypi.org/project/numexpr) (πŸ“₯ 4M / month Β· πŸ“¦ 850 Β· ⏱️ 02.04.2024): ``` pip install numexpr ``` @@ -434,7 +434,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
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”€ 260 Β· πŸ“¦ 3.7K Β· πŸ“‹ 750 - 44% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/zarr-developers/zarr-python) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 260 Β· πŸ“¦ 3.8K Β· πŸ“‹ 750 - 44% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/zarr-developers/zarr-python @@ -443,7 +443,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install zarr ``` -- [Conda](https://anaconda.org/conda-forge/zarr) (πŸ“₯ 3M Β· ⏱️ 08.05.2024): +- [Conda](https://anaconda.org/conda-forge/zarr) (πŸ“₯ 3.1M Β· ⏱️ 08.05.2024): ``` conda install -c conda-forge zarr ``` @@ -459,19 +459,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install tables ``` -- [Conda](https://anaconda.org/conda-forge/pytables) (πŸ“₯ 7.1M Β· ⏱️ 11.04.2024): +- [Conda](https://anaconda.org/conda-forge/pytables) (πŸ“₯ 7.2M Β· ⏱️ 11.04.2024): ``` conda install -c conda-forge pytables ```
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’» 130 Β· πŸ”€ 270 Β· πŸ“¦ 1.5K Β· πŸ“‹ 770 - 39% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/unionai-oss/pandera) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 280 Β· πŸ“¦ 1.6K Β· πŸ“‹ 780 - 39% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/pandera-dev/pandera ``` -- [PyPi](https://pypi.org/project/pandera) (πŸ“₯ 2.8M / month Β· πŸ“¦ 180 Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/pandera) (πŸ“₯ 2.5M / month Β· πŸ“¦ 180 Β· ⏱️ 14.05.2024): ``` pip install pandera ``` @@ -487,7 +487,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/jina-ai/docarray ``` -- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 76K / month Β· πŸ“¦ 66 Β· ⏱️ 22.12.2023): +- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 78K / month Β· πŸ“¦ 68 Β· ⏱️ 22.12.2023): ``` pip install docarray ``` @@ -503,7 +503,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pydata/bottleneck ``` -- [PyPi](https://pypi.org/project/Bottleneck) (πŸ“₯ 940K / month Β· πŸ“¦ 400 Β· ⏱️ 04.05.2024): +- [PyPi](https://pypi.org/project/Bottleneck) (πŸ“₯ 930K / month Β· πŸ“¦ 410 Β· ⏱️ 04.05.2024): ``` pip install Bottleneck ``` @@ -512,36 +512,36 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge bottleneck ```
-
Koalas (πŸ₯‰32 Β· ⭐ 3.3K Β· πŸ’€) - Koalas: pandas API on Apache Spark. Apache-2 spark +
TinyDB (πŸ₯‰32 Β· ⭐ 6.6K Β· πŸ’€) - TinyDB is a lightweight document oriented database optimized for your.. MIT -- [GitHub](https://github.com/databricks/koalas) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 360 Β· πŸ“₯ 1K Β· πŸ“¦ 340 Β· πŸ“‹ 600 - 18% open Β· ⏱️ 21.09.2023): +- [GitHub](https://github.com/msiemens/tinydb) (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 520 Β· πŸ“¦ 13K Β· πŸ“‹ 320 - 8% open Β· ⏱️ 24.07.2023): ``` - git clone https://github.com/databricks/koalas + git clone https://github.com/msiemens/tinydb ``` -- [PyPi](https://pypi.org/project/koalas) (πŸ“₯ 2.2M / month Β· πŸ“¦ 31 Β· ⏱️ 19.10.2021): +- [PyPi](https://pypi.org/project/tinydb) (πŸ“₯ 560K / month Β· πŸ“¦ 640 Β· ⏱️ 12.06.2023): ``` - pip install koalas + pip install tinydb ``` -- [Conda](https://anaconda.org/conda-forge/koalas) (πŸ“₯ 330K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/tinydb) (πŸ“₯ 400K Β· ⏱️ 12.06.2023): ``` - conda install -c conda-forge koalas + conda install -c conda-forge tinydb ```
-
TinyDB (πŸ₯‰31 Β· ⭐ 6.5K Β· πŸ’€) - TinyDB is a lightweight document oriented database optimized for your.. MIT +
Koalas (πŸ₯‰32 Β· ⭐ 3.3K Β· πŸ’€) - Koalas: pandas API on Apache Spark. Apache-2 spark -- [GitHub](https://github.com/msiemens/tinydb) (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 520 Β· πŸ“¦ 13K Β· πŸ“‹ 320 - 8% open Β· ⏱️ 24.07.2023): +- [GitHub](https://github.com/databricks/koalas) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 360 Β· πŸ“₯ 1K Β· πŸ“¦ 340 Β· πŸ“‹ 600 - 18% open Β· ⏱️ 21.09.2023): ``` - git clone https://github.com/msiemens/tinydb + git clone https://github.com/databricks/koalas ``` -- [PyPi](https://pypi.org/project/tinydb) (πŸ“₯ 560K / month Β· πŸ“¦ 640 Β· ⏱️ 12.06.2023): +- [PyPi](https://pypi.org/project/koalas) (πŸ“₯ 2.2M / month Β· πŸ“¦ 31 Β· ⏱️ 19.10.2021): ``` - pip install tinydb + pip install koalas ``` -- [Conda](https://anaconda.org/conda-forge/tinydb) (πŸ“₯ 390K Β· ⏱️ 12.06.2023): +- [Conda](https://anaconda.org/conda-forge/koalas) (πŸ“₯ 340K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge tinydb + conda install -c conda-forge koalas ```
Vaex (πŸ₯‰30 Β· ⭐ 8.2K Β· πŸ’€) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML,.. MIT @@ -551,7 +551,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/vaexio/vaex ``` -- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 21K / month Β· πŸ“¦ 51 Β· ⏱️ 21.07.2023): +- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 22K / month Β· πŸ“¦ 51 Β· ⏱️ 21.07.2023): ``` pip install vaex ``` @@ -567,7 +567,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/ekzhu/datasketch ``` -- [PyPi](https://pypi.org/project/datasketch) (πŸ“₯ 3.3M / month Β· πŸ“¦ 42 Β· ⏱️ 03.10.2023): +- [PyPi](https://pypi.org/project/datasketch) (πŸ“₯ 3.2M / month Β· πŸ“¦ 42 Β· ⏱️ 03.10.2023): ``` pip install datasketch ``` @@ -588,6 +588,22 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge datatable ```
+
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 - 40% open Β· ⏱️ 16.02.2024): + + ``` + git clone https://github.com/nalepae/pandarallel + ``` +- [PyPi](https://pypi.org/project/pandarallel) (πŸ“₯ 420K / month Β· πŸ“¦ 91 Β· ⏱️ 02.05.2023): + ``` + pip install pandarallel + ``` +- [Conda](https://anaconda.org/conda-forge/pandarallel) (πŸ“₯ 92K Β· ⏱️ 16.06.2023): + ``` + conda install -c conda-forge pandarallel + ``` +
swifter (πŸ₯‰27 Β· ⭐ 2.5K) - A package which efficiently applies any function to a pandas.. MIT - [GitHub](https://github.com/jmcarpenter2/swifter) (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 100 Β· πŸ“¦ 1.3K Β· πŸ“‹ 150 - 13% open Β· ⏱️ 14.03.2024): @@ -606,12 +622,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
StaticFrame (πŸ₯‰27 Β· ⭐ 410) - 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“¦ 22 Β· πŸ“‹ 630 - 6% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/static-frame/static-frame) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 33 Β· πŸ“¦ 22 Β· πŸ“‹ 630 - 6% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/InvestmentSystems/static-frame ``` -- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 5.7K / month Β· πŸ“¦ 2 Β· ⏱️ 14.04.2024): +- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 6.7K / month Β· πŸ“¦ 2 Β· ⏱️ 14.04.2024): ``` pip install static-frame ``` @@ -620,25 +636,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge static-frame ```
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PandaralΒ·lel (πŸ₯‰26 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 - 40% open Β· ⏱️ 16.02.2024): - - ``` - git clone https://github.com/nalepae/pandarallel - ``` -- [PyPi](https://pypi.org/project/pandarallel) (πŸ“₯ 420K / month Β· πŸ“¦ 58 Β· ⏱️ 02.05.2023): - ``` - pip install pandarallel - ``` -- [Conda](https://anaconda.org/conda-forge/pandarallel) (πŸ“₯ 91K Β· ⏱️ 16.06.2023): - ``` - conda install -c conda-forge pandarallel - ``` -
Pandas Summary (πŸ₯‰24 Β· ⭐ 490) - Engine for ML/Data tracking, visualization,.. Apache-2 -- [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/polyaxon/traceml) (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 43 Β· πŸ“‹ 14 - 42% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/polyaxon/datatile @@ -650,7 +650,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 10 hidden projects... -- numpy (πŸ₯‡51 Β· ⭐ 26K) - The fundamental package for scientific computing with Python. ❗Unlicensed +- numpy (πŸ₯‡51 Β· ⭐ 27K) - 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₯‰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 @@ -659,7 +659,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ - pickleDB (πŸ₯‰22 Β· ⭐ 880 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 +- PandaPy (πŸ₯‰14 Β· ⭐ 550 Β· πŸ’€) - PandaPy has the speed of NumPy and the usability of Pandas 10x to.. MIT

@@ -701,7 +701,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
multidict (πŸ₯ˆ32 Β· ⭐ 390) - The multidict implementation. Apache-2 -- [GitHub](https://github.com/aio-libs/multidict) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 95 Β· πŸ“₯ 6.5K Β· πŸ“‹ 160 - 14% open Β· ⏱️ 19.04.2024): +- [GitHub](https://github.com/aio-libs/multidict) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 95 Β· πŸ“₯ 6.6K Β· πŸ“‹ 160 - 14% open Β· ⏱️ 19.04.2024): ``` git clone https://github.com/aio-libs/multidict @@ -722,7 +722,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/jab/bidict ``` -- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 2.7M / month Β· πŸ“¦ 430 Β· ⏱️ 18.02.2024): +- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 3M / month Β· πŸ“¦ 430 Β· ⏱️ 18.02.2024): ``` pip install bidict ``` @@ -731,7 +731,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge bidict ```
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anytree (πŸ₯ˆ31 Β· ⭐ 900) - Python tree data library. Apache-2 +
anytree (πŸ₯ˆ31 Β· ⭐ 910) - 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): @@ -749,12 +749,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
python-benedict (πŸ₯ˆ29 Β· ⭐ 1.4K) - dict subclass with keylist/keypath support, built-in I/O.. MIT -- [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): +- [GitHub](https://github.com/fabiocaccamo/python-benedict) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 48 Β· πŸ“¦ 1.7K Β· πŸ“‹ 110 - 17% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/fabiocaccamo/python-benedict ``` -- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 620K / month Β· πŸ“¦ 42 Β· ⏱️ 04.03.2024): +- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 600K / month Β· πŸ“¦ 67 Β· ⏱️ 04.03.2024): ``` pip install python-benedict ``` @@ -779,6 +779,22 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge glom ```
+
immutables (πŸ₯‰27 Β· ⭐ 1.1K Β· πŸ’€) - A high-performance immutable mapping type for Python. Apache-2 + +- [GitHub](https://github.com/MagicStack/immutables) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 53 Β· πŸ“¦ 6.7K Β· πŸ“‹ 46 - 19% open Β· ⏱️ 15.08.2023): + + ``` + git clone https://github.com/MagicStack/immutables + ``` +- [PyPi](https://pypi.org/project/immutables) (πŸ“₯ 1.2M / month Β· πŸ“¦ 130 Β· ⏱️ 14.08.2023): + ``` + pip install immutables + ``` +- [Conda](https://anaconda.org/conda-forge/immutables) (πŸ“₯ 990K Β· ⏱️ 25.09.2023): + ``` + conda install -c conda-forge immutables + ``` +
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· ⏱️ 06.05.2024): @@ -786,7 +802,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/aio-libs/janus ``` -- [PyPi](https://pypi.org/project/janus) (πŸ“₯ 880K / month Β· πŸ“¦ 120 Β· ⏱️ 17.12.2021): +- [PyPi](https://pypi.org/project/janus) (πŸ“₯ 910K / month Β· πŸ“¦ 120 Β· ⏱️ 17.12.2021): ``` pip install janus ``` @@ -802,7 +818,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/Infinidat/munch ``` -- [PyPi](https://pypi.org/project/munch) (πŸ“₯ 2M / month Β· πŸ“¦ 540 Β· ⏱️ 01.07.2023): +- [PyPi](https://pypi.org/project/munch) (πŸ“₯ 1.9M / month Β· πŸ“¦ 540 Β· ⏱️ 01.07.2023): ``` pip install munch ``` @@ -811,34 +827,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge munch ```
-
immutables (πŸ₯‰26 Β· ⭐ 1.1K Β· πŸ’€) - A high-performance immutable mapping type for Python. Apache-2 - -- [GitHub](https://github.com/MagicStack/immutables) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 54 Β· πŸ“¦ 6.6K Β· πŸ“‹ 46 - 19% open Β· ⏱️ 15.08.2023): - - ``` - git clone https://github.com/MagicStack/immutables - ``` -- [PyPi](https://pypi.org/project/immutables) (πŸ“₯ 1.3M / month Β· πŸ“¦ 120 Β· ⏱️ 14.08.2023): - ``` - pip install immutables - ``` -- [Conda](https://anaconda.org/conda-forge/immutables) (πŸ“₯ 990K Β· ⏱️ 25.09.2023): - ``` - conda install -c conda-forge immutables - ``` -
python-box (πŸ₯‰25 Β· ⭐ 2.4K Β· πŸ’€) - Python dictionaries with advanced dot notation access. MIT -- [GitHub](https://github.com/cdgriffith/Box) (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 100 Β· πŸ“₯ 39 Β· πŸ“‹ 160 - 13% open Β· ⏱️ 26.08.2023): +- [GitHub](https://github.com/cdgriffith/Box) (πŸ‘¨β€πŸ’» 1 Β· πŸ”€ 97 Β· πŸ“₯ 39 Β· πŸ“‹ 160 - 14% open Β· ⏱️ 26.08.2023): ``` git clone https://github.com/cdgriffith/Box ``` -- [PyPi](https://pypi.org/project/python-box) (πŸ“₯ 2.9M / month Β· πŸ“¦ 410 Β· ⏱️ 26.08.2023): +- [PyPi](https://pypi.org/project/python-box) (πŸ“₯ 3M / month Β· πŸ“¦ 410 Β· ⏱️ 26.08.2023): ``` pip install python-box ``` -- [Conda](https://anaconda.org/conda-forge/python-box) (πŸ“₯ 540K Β· ⏱️ 01.10.2023): +- [Conda](https://anaconda.org/conda-forge/python-box) (πŸ“₯ 550K Β· ⏱️ 01.10.2023): ``` conda install -c conda-forge python-box ``` @@ -858,7 +858,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pydantic (πŸ₯‡46 Β· ⭐ 19K) - Data validation using Python type hints. MIT -- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 510 Β· πŸ”€ 1.7K Β· πŸ“¦ 400K Β· πŸ“‹ 4K - 9% open Β· ⏱️ 09.05.2024): +- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 520 Β· πŸ”€ 1.7K Β· πŸ“¦ 400K Β· πŸ“‹ 4K - 9% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/samuelcolvin/pydantic @@ -867,7 +867,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install pydantic ``` -- [Conda](https://anaconda.org/conda-forge/pydantic) (πŸ“₯ 7.6M Β· ⏱️ 23.04.2024): +- [Conda](https://anaconda.org/conda-forge/pydantic) (πŸ“₯ 7.7M Β· ⏱️ 23.04.2024): ``` conda install -c conda-forge pydantic ``` @@ -890,12 +890,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
validators (πŸ₯ˆ35 Β· ⭐ 910) - Python Data Validation for Humans. MIT -- [GitHub](https://github.com/python-validators/validators) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 140 Β· πŸ“₯ 27 Β· πŸ“¦ 110K Β· πŸ“‹ 170 - 1% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/python-validators/validators) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 140 Β· πŸ“₯ 27 Β· πŸ“¦ 120K Β· πŸ“‹ 170 - 1% open Β· ⏱️ 07.05.2024): ``` git clone https://github.com/kvesteri/validators ``` -- [PyPi](https://pypi.org/project/validators) (πŸ“₯ 7.2M / month Β· πŸ“¦ 1.5K Β· ⏱️ 19.04.2024): +- [PyPi](https://pypi.org/project/validators) (πŸ“₯ 7.4M / month Β· πŸ“¦ 2.9K Β· ⏱️ 19.04.2024): ``` pip install validators ``` @@ -922,12 +922,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
schema (πŸ₯ˆ33 Β· ⭐ 2.8K) - Schema validation just got Pythonic. MIT -- [GitHub](https://github.com/keleshev/schema) (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 210 Β· πŸ“¦ 9K Β· πŸ“‹ 180 - 54% open Β· ⏱️ 06.05.2024): +- [GitHub](https://github.com/keleshev/schema) (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 210 Β· πŸ“¦ 9.1K Β· πŸ“‹ 180 - 54% open Β· ⏱️ 06.05.2024): ``` git clone https://github.com/keleshev/schema ``` -- [PyPi](https://pypi.org/project/schema) (πŸ“₯ 16M / month Β· πŸ“¦ 740 Β· ⏱️ 04.05.2024): +- [PyPi](https://pypi.org/project/schema) (πŸ“₯ 17M / month Β· πŸ“¦ 740 Β· ⏱️ 04.05.2024): ``` pip install schema ``` @@ -943,7 +943,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/alecthomas/voluptuous ``` -- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 2.6M / month Β· πŸ“¦ 530 Β· ⏱️ 03.02.2024): +- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 2.7M / month Β· πŸ“¦ 530 Β· ⏱️ 03.02.2024): ``` pip install voluptuous ``` @@ -954,12 +954,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
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”€ 68 Β· πŸ“¦ 11K Β· πŸ“‹ 450 - 35% open Β· ⏱️ 02.05.2024): +- [GitHub](https://github.com/holoviz/param) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 68 Β· πŸ“¦ 11K Β· πŸ“‹ 460 - 35% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/holoviz/param ``` -- [PyPi](https://pypi.org/project/param) (πŸ“₯ 560K / month Β· πŸ“¦ 150 Β· ⏱️ 02.05.2024): +- [PyPi](https://pypi.org/project/param) (πŸ“₯ 570K / month Β· πŸ“¦ 150 Β· ⏱️ 02.05.2024): ``` pip install param ``` @@ -970,16 +970,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
python-email-validator (πŸ₯‰30 Β· ⭐ 1K) - A robust email syntax and deliverability validation.. Unlicense -- [GitHub](https://github.com/JoshData/python-email-validator) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 150 Β· πŸ“‹ 96 - 11% open Β· ⏱️ 19.04.2024): +- [GitHub](https://github.com/JoshData/python-email-validator) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 150 Β· πŸ“‹ 96 - 11% open Β· ⏱️ 10.05.2024): ``` git clone https://github.com/JoshData/python-email-validator ``` -- [PyPi](https://pypi.org/project/email-validator) (πŸ“₯ 15M / month Β· πŸ“¦ 480 Β· ⏱️ 26.02.2024): +- [PyPi](https://pypi.org/project/email-validator) (πŸ“₯ 17M / month Β· πŸ“¦ 690 Β· ⏱️ 26.02.2024): ``` pip install email-validator ``` -- [Conda](https://anaconda.org/conda-forge/email-validator) (πŸ“₯ 170K Β· ⏱️ 27.02.2024): +- [Conda](https://anaconda.org/conda-forge/email-validator) (πŸ“₯ 180K Β· ⏱️ 27.02.2024): ``` conda install -c conda-forge email-validator ``` @@ -991,7 +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“₯ 2.3M / month Β· πŸ“¦ 370 Β· ⏱️ 10.03.2023): +- [PyPi](https://pypi.org/project/strictyaml) (πŸ“₯ 2.4M / month Β· πŸ“¦ 380 Β· ⏱️ 10.03.2023): ``` pip install strictyaml ``` @@ -1007,7 +1007,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/samuelcolvin/dirty-equals ``` -- [PyPi](https://pypi.org/project/dirty-equals) (πŸ“₯ 140K / month Β· πŸ“¦ 31 Β· ⏱️ 15.11.2023): +- [PyPi](https://pypi.org/project/dirty-equals) (πŸ“₯ 150K / month Β· πŸ“¦ 31 Β· ⏱️ 15.11.2023): ``` pip install dirty-equals ``` @@ -1023,7 +1023,7 @@ _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“₯ 380 / month Β· πŸ“¦ 6 Β· ⏱️ 13.12.2023): +- [PyPi](https://pypi.org/project/validr) (πŸ“₯ 320 / month Β· πŸ“¦ 6 Β· ⏱️ 13.12.2023): ``` pip install validr ``` @@ -1041,27 +1041,27 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -πŸ”— python-patterns ( ⭐ 39K Β· πŸ’€) - Collection of design patterns/idioms in Python. +πŸ”— python-patterns ( ⭐ 40K Β· πŸ’€) - Collection of design patterns/idioms in Python. -
transitions (πŸ₯‡32 Β· ⭐ 5.4K) - A lightweight, object-oriented finite state machine implementation.. MIT +
transitions (πŸ₯‡34 Β· ⭐ 5.4K Β· πŸ“ˆ) - A lightweight, object-oriented finite state machine.. MIT -- [GitHub](https://github.com/pytransitions/transitions) (πŸ‘¨β€πŸ’» 77 Β· πŸ”€ 520 Β· πŸ“¦ 3.4K Β· πŸ“‹ 450 - 3% open Β· ⏱️ 09.05.2024): +- [GitHub](https://github.com/pytransitions/transitions) (πŸ‘¨β€πŸ’» 77 Β· πŸ”€ 520 Β· πŸ“¦ 3.4K Β· πŸ“‹ 460 - 3% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/pytransitions/transitions ``` -- [PyPi](https://pypi.org/project/transitions) (πŸ“₯ 640K / month Β· πŸ“¦ 170 Β· ⏱️ 02.09.2022): +- [PyPi](https://pypi.org/project/transitions) (πŸ“₯ 620K / month Β· πŸ“¦ 170 Β· ⏱️ 14.05.2024): ``` pip install transitions ``` -- [Conda](https://anaconda.org/conda-forge/transitions) (πŸ“₯ 640K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/transitions) (πŸ“₯ 640K Β· ⏱️ 14.05.2024): ``` conda install -c conda-forge transitions ```
algorithms (πŸ₯‰29 Β· ⭐ 24K) - Minimal examples of data structures and algorithms in Python. MIT -- [GitHub](https://github.com/keon/algorithms) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 4.6K Β· πŸ“¦ 100 Β· πŸ“‹ 300 - 66% open Β· ⏱️ 05.02.2024): +- [GitHub](https://github.com/keon/algorithms) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 4.6K Β· πŸ“¦ 110 Β· πŸ“‹ 300 - 66% open Β· ⏱️ 05.02.2024): ``` git clone https://github.com/keon/algorithms @@ -1087,16 +1087,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
arrow (πŸ₯‡39 Β· ⭐ 8.6K Β· πŸ’€) - Better dates & times for Python. Apache-2 -- [GitHub](https://github.com/arrow-py/arrow) (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 660 Β· πŸ“¦ 100K Β· πŸ“‹ 500 - 20% open Β· ⏱️ 30.09.2023): +- [GitHub](https://github.com/arrow-py/arrow) (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 660 Β· πŸ“¦ 110K Β· πŸ“‹ 500 - 20% open Β· ⏱️ 30.09.2023): ``` git clone https://github.com/arrow-py/arrow ``` -- [PyPi](https://pypi.org/project/arrow) (πŸ“₯ 29M / month Β· πŸ“¦ 1.9K Β· ⏱️ 30.09.2023): +- [PyPi](https://pypi.org/project/arrow) (πŸ“₯ 30M / month Β· πŸ“¦ 1.9K Β· ⏱️ 30.09.2023): ``` pip install arrow ``` -- [Conda](https://anaconda.org/conda-forge/arrow) (πŸ“₯ 4.5M Β· ⏱️ 01.10.2023): +- [Conda](https://anaconda.org/conda-forge/arrow) (πŸ“₯ 4.6M Β· ⏱️ 01.10.2023): ``` conda install -c conda-forge arrow ``` @@ -1112,35 +1112,35 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install python-dateutil ``` -- [Conda](https://anaconda.org/conda-forge/python-dateutil) (πŸ“₯ 56M Β· ⏱️ 01.03.2024): +- [Conda](https://anaconda.org/conda-forge/python-dateutil) (πŸ“₯ 57M Β· ⏱️ 01.03.2024): ``` conda install -c conda-forge python-dateutil ```
pendulum (πŸ₯ˆ36 Β· ⭐ 6.1K) - Python datetimes made easy. MIT -- [GitHub](https://github.com/sdispater/pendulum) (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 360 Β· πŸ“₯ 640 Β· πŸ“¦ 27K Β· πŸ“‹ 560 - 42% open Β· ⏱️ 16.12.2023): +- [GitHub](https://github.com/sdispater/pendulum) (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 360 Β· πŸ“₯ 650 Β· πŸ“¦ 27K Β· πŸ“‹ 560 - 42% open Β· ⏱️ 16.12.2023): ``` git clone https://github.com/sdispater/pendulum ``` -- [PyPi](https://pypi.org/project/pendulum) (πŸ“₯ 31M / month Β· πŸ“¦ 1.2K Β· ⏱️ 16.12.2023): +- [PyPi](https://pypi.org/project/pendulum) (πŸ“₯ 33M / month Β· πŸ“¦ 1.2K Β· ⏱️ 16.12.2023): ``` pip install pendulum ``` -- [Conda](https://anaconda.org/conda-forge/pendulum) (πŸ“₯ 970K Β· ⏱️ 07.01.2024): +- [Conda](https://anaconda.org/conda-forge/pendulum) (πŸ“₯ 980K Β· ⏱️ 07.01.2024): ``` conda install -c conda-forge pendulum ```
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dateparser (πŸ₯ˆ35 Β· ⭐ 2.5K) - python parser for human readable dates. BSD-3 +
dateparser (πŸ₯ˆ34 Β· ⭐ 2.5K Β· πŸ“‰) - 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 - 46% open Β· ⏱️ 08.04.2024): +- [GitHub](https://github.com/scrapinghub/dateparser) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 470 Β· πŸ“¦ 28K Β· πŸ“‹ 700 - 46% open Β· ⏱️ 08.04.2024): ``` git clone https://github.com/scrapinghub/dateparser ``` -- [PyPi](https://pypi.org/project/dateparser) (πŸ“₯ 7.3M / month Β· πŸ“¦ 1K Β· ⏱️ 17.11.2023): +- [PyPi](https://pypi.org/project/dateparser) (πŸ“₯ 7.4M / month Β· πŸ“¦ 1K Β· ⏱️ 17.11.2023): ``` pip install dateparser ``` @@ -1149,18 +1149,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge dateparser ```
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pytz (πŸ₯‰34 Β· ⭐ 310) - pytz Python historical timezone library and database. MIT +
pytz (πŸ₯ˆ34 Β· ⭐ 320) - pytz Python historical timezone library and database. MIT -- [GitHub](https://github.com/stub42/pytz) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 84 Β· πŸ“₯ 41 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“₯ 51 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“₯ 180M / month Β· πŸ“¦ 10K Β· ⏱️ 02.02.2024): +- [PyPi](https://pypi.org/project/pytz) (πŸ“₯ 180M / month Β· πŸ“¦ 11K Β· ⏱️ 02.02.2024): ``` pip install pytz ``` -- [Conda](https://anaconda.org/conda-forge/pytz) (πŸ“₯ 52M Β· ⏱️ 02.02.2024): +- [Conda](https://anaconda.org/conda-forge/pytz) (πŸ“₯ 53M Β· ⏱️ 02.02.2024): ``` conda install -c conda-forge pytz ``` @@ -1172,7 +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“₯ 7.1M / month Β· πŸ“¦ 310 Β· ⏱️ 06.05.2024): +- [PyPi](https://pypi.org/project/holidays) (πŸ“₯ 7.2M / month Β· πŸ“¦ 310 Β· ⏱️ 06.05.2024): ``` pip install holidays ``` @@ -1192,15 +1192,15 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install tzlocal ``` -- [Conda](https://anaconda.org/conda-forge/tzlocal) (πŸ“₯ 2.6M Β· ⏱️ 22.10.2023): +- [Conda](https://anaconda.org/conda-forge/tzlocal) (πŸ“₯ 2.7M Β· ⏱️ 22.10.2023): ``` conda install -c conda-forge tzlocal ```
Show 2 hidden projects... +- parsedatetime (πŸ₯‰29 Β· ⭐ 690 Β· πŸ’€) - Parse human-readable date/time strings. Apache-2 - isodate (πŸ₯‰29 Β· ⭐ 140 Β· πŸ’€) - ISO 8601 date/time parser. BSD-3 -- parsedatetime (πŸ₯‰28 Β· ⭐ 690 Β· πŸ’€) - Parse human-readable date/time strings. Apache-2

@@ -1210,21 +1210,21 @@ _General-purpose data containers as well as utilities & extensions for pandas._
filesystem_spec (πŸ₯‡40 Β· ⭐ 910) - A specification that python filesystems should adhere to. BSD-3 -- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 330 Β· πŸ“¦ 120K Β· πŸ“‹ 680 - 37% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 330 Β· πŸ“¦ 120K Β· πŸ“‹ 680 - 37% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/fsspec/filesystem_spec ``` -- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 250M / month Β· πŸ“¦ 1.5K Β· ⏱️ 18.03.2024): +- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 250M / month Β· πŸ“¦ 1.6K Β· ⏱️ 15.05.2024): ``` pip install fsspec ``` -- [Conda](https://anaconda.org/conda-forge/fsspec) (πŸ“₯ 17M Β· ⏱️ 19.03.2024): +- [Conda](https://anaconda.org/conda-forge/fsspec) (πŸ“₯ 17M Β· ⏱️ 16.05.2024): ``` conda install -c conda-forge fsspec ```
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watchdog (πŸ₯ˆ35 Β· ⭐ 6.3K Β· πŸ“‰) - Python library and shell utilities to monitor filesystem events. Apache-2 +
watchdog (πŸ₯ˆ36 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”€ 680 Β· πŸ“¦ 150K Β· πŸ“‹ 650 - 29% open Β· ⏱️ 12.02.2024): @@ -1240,9 +1240,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge watchdog ```
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filelock (πŸ₯ˆ35 Β· ⭐ 690) - A platform-independent file lock for Python. Unlicense +
filelock (πŸ₯ˆ35 Β· ⭐ 700) - A platform-independent file lock for Python. Unlicense -- [GitHub](https://github.com/tox-dev/filelock) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 99 Β· πŸ“¦ 430K Β· πŸ“‹ 110 - 12% open Β· ⏱️ 03.05.2024): +- [GitHub](https://github.com/tox-dev/filelock) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 100 Β· πŸ“¦ 440K Β· πŸ“‹ 110 - 12% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/tox-dev/py-filelock @@ -1256,36 +1256,36 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge filelock ```
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path (πŸ₯‰33 Β· ⭐ 1.1K) - Object-oriented file system path manipulation. MIT +
aiofiles (πŸ₯‰33 Β· ⭐ 2.6K) - File support for asyncio. Apache-2 -- [GitHub](https://github.com/jaraco/path) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 140 Β· πŸ“¦ 15K Β· πŸ“‹ 140 - 2% open Β· ⏱️ 24.04.2024): +- [GitHub](https://github.com/Tinche/aiofiles) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 150 Β· πŸ“¦ 140K Β· πŸ“‹ 120 - 42% open Β· ⏱️ 06.02.2024): ``` - git clone https://github.com/jaraco/path + git clone https://github.com/Tinche/aiofiles ``` -- [PyPi](https://pypi.org/project/path) (πŸ“₯ 1.4M / month Β· πŸ“¦ 200 Β· ⏱️ 09.04.2024): +- [PyPi](https://pypi.org/project/aiofiles) (πŸ“₯ 17M / month Β· πŸ“¦ 2.5K Β· ⏱️ 09.08.2023): ``` - pip install path + pip install aiofiles ``` -- [Conda](https://anaconda.org/conda-forge/path) (πŸ“₯ 530K Β· ⏱️ 15.04.2024): +- [Conda](https://anaconda.org/conda-forge/aiofiles) (πŸ“₯ 1.1M Β· ⏱️ 02.11.2023): ``` - conda install -c conda-forge path + conda install -c conda-forge aiofiles ```
-
aiofiles (πŸ₯‰32 Β· ⭐ 2.5K) - File support for asyncio. Apache-2 +
path (πŸ₯‰33 Β· ⭐ 1.1K) - Object-oriented file system path manipulation. MIT -- [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): +- [GitHub](https://github.com/jaraco/path) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 140 Β· πŸ“¦ 15K Β· πŸ“‹ 140 - 2% open Β· ⏱️ 24.04.2024): ``` - git clone https://github.com/Tinche/aiofiles + git clone https://github.com/jaraco/path ``` -- [PyPi](https://pypi.org/project/aiofiles) (πŸ“₯ 16M / month Β· πŸ“¦ 2.5K Β· ⏱️ 09.08.2023): +- [PyPi](https://pypi.org/project/path) (πŸ“₯ 1.4M / month Β· πŸ“¦ 200 Β· ⏱️ 09.04.2024): ``` - pip install aiofiles + pip install path ``` -- [Conda](https://anaconda.org/conda-forge/aiofiles) (πŸ“₯ 1M Β· ⏱️ 02.11.2023): +- [Conda](https://anaconda.org/conda-forge/path) (πŸ“₯ 530K Β· ⏱️ 15.04.2024): ``` - conda install -c conda-forge aiofiles + conda install -c conda-forge path ```
scandir (πŸ₯‰28 Β· ⭐ 530 Β· πŸ’€) - Better directory iterator and faster os.walk(), now in the Python.. BSD-3 @@ -1295,7 +1295,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/benhoyt/scandir ``` -- [PyPi](https://pypi.org/project/scandir) (πŸ“₯ 3.1M / month Β· πŸ“¦ 210 Β· ⏱️ 09.03.2019): +- [PyPi](https://pypi.org/project/scandir) (πŸ“₯ 3.2M / month Β· πŸ“¦ 210 Β· ⏱️ 09.03.2019): ``` pip install scandir ``` @@ -1319,7 +1319,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
future (πŸ₯‡40 Β· ⭐ 1.2K) - Easy, clean, reliable Python 2/3 compatibility. MIT -- [GitHub](https://github.com/PythonCharmers/python-future) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 330 Β· πŸ“¦ 320K Β· πŸ“‹ 390 - 45% open Β· ⏱️ 21.02.2024): +- [GitHub](https://github.com/PythonCharmers/python-future) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 280 Β· πŸ“¦ 320K Β· πŸ“‹ 400 - 46% open Β· ⏱️ 21.02.2024): ``` git clone https://github.com/PythonCharmers/python-future @@ -1340,7 +1340,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/benjaminp/six ``` -- [PyPi](https://pypi.org/project/six) (πŸ“₯ 310M / month Β· πŸ“¦ 24K Β· ⏱️ 05.05.2021): +- [PyPi](https://pypi.org/project/six) (πŸ“₯ 320M / month Β· πŸ“¦ 24K Β· ⏱️ 05.05.2021): ``` pip install six ``` @@ -1351,12 +1351,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
typing (πŸ₯ˆ34 Β· ⭐ 1.5K) - Python static typing home. Hosts the documentation and a user help.. Python-2.0 -- [GitHub](https://github.com/python/typing) (πŸ‘¨β€πŸ’» 98 Β· πŸ”€ 220 Β· πŸ“‹ 790 - 19% open Β· ⏱️ 09.05.2024): +- [GitHub](https://github.com/python/typing) (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 220 Β· πŸ“‹ 790 - 19% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/python/typing ``` -- [PyPi](https://pypi.org/project/typing) (πŸ“₯ 8.8M / month Β· πŸ“¦ 3.1K Β· ⏱️ 01.05.2021): +- [PyPi](https://pypi.org/project/typing) (πŸ“₯ 8.9M / month Β· πŸ“¦ 3.1K Β· ⏱️ 01.05.2021): ``` pip install typing ``` @@ -1369,8 +1369,8 @@ _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 +- pathlib2 (πŸ₯‰27 Β· ⭐ 81 Β· πŸ’€) - Backport of pathlib aiming to support the full stdlib Python API. MIT +- contextlib2 (πŸ₯‰26 Β· ⭐ 38 Β· πŸ’€) - contextlib2 is a backport of the standard librarys contextlib.. ❗️psfrag

@@ -1380,7 +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’» 320 Β· πŸ”€ 1.4K Β· πŸ“¦ 660K Β· πŸ“‹ 2.5K - 1% open Β· ⏱️ 09.05.2024): +- [GitHub](https://github.com/pyca/cryptography) (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.4K Β· πŸ“¦ 670K Β· πŸ“‹ 2.5K - 1% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/pyca/cryptography @@ -1394,23 +1394,39 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge cryptography ```
+
pycryptodomex (πŸ₯ˆ39 Β· ⭐ 2.7K Β· πŸ“ˆ) - A self-contained cryptographic library for Python. BSD-3 + +- [GitHub](https://github.com/Legrandin/pycryptodome) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 470 Β· πŸ“₯ 480 Β· πŸ“¦ 96K Β· πŸ“‹ 580 - 10% open Β· ⏱️ 12.05.2024): + + ``` + git clone https://github.com/Legrandin/pycryptodome + ``` +- [PyPi](https://pypi.org/project/pycryptodomex) (πŸ“₯ 34M / month Β· πŸ“¦ 1.3K Β· ⏱️ 10.01.2024): + ``` + pip install pycryptodomex + ``` +- [Conda](https://anaconda.org/conda-forge/pycryptodomex) (πŸ“₯ 1.6M Β· ⏱️ 23.09.2023): + ``` + conda install -c conda-forge pycryptodomex + ``` +
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“‹ 520 - 12% open Β· ⏱️ 26.04.2024): +- [GitHub](https://github.com/jaraco/keyring) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 150 Β· πŸ“¦ 120K Β· πŸ“‹ 520 - 12% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/jaraco/keyring ``` -- [PyPi](https://pypi.org/project/keyring) (πŸ“₯ 54M / month Β· πŸ“¦ 2.8K Β· ⏱️ 26.04.2024): +- [PyPi](https://pypi.org/project/keyring) (πŸ“₯ 54M / month Β· πŸ“¦ 2.8K Β· ⏱️ 13.05.2024): ``` pip install keyring ``` -- [Conda](https://anaconda.org/conda-forge/keyring) (πŸ“₯ 4.6M Β· ⏱️ 26.04.2024): +- [Conda](https://anaconda.org/conda-forge/keyring) (πŸ“₯ 4.7M Β· ⏱️ 14.05.2024): ``` conda install -c conda-forge keyring ```
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tink (πŸ₯ˆ38 Β· ⭐ 13K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2 +
tink (πŸ₯‰38 Β· ⭐ 13K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2 - [GitHub](https://github.com/tink-crypto/tink) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.2K Β· πŸ“₯ 1.1K Β· πŸ“¦ 1.1K Β· ⏱️ 17.04.2024): @@ -1421,14 +1437,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install tink ``` -- [npm](https://www.npmjs.com/package/tink-crypto) (πŸ“₯ 240 / month Β· πŸ“¦ 2 Β· ⏱️ 02.05.2023): +- [npm](https://www.npmjs.com/package/tink-crypto) (πŸ“₯ 290 / month Β· πŸ“¦ 3 Β· ⏱️ 02.05.2023): ``` npm install tink-crypto ```
-
bcrypt (πŸ₯ˆ38 Β· ⭐ 1.1K) - Modern(-ish) password hashing for your software and your servers. Apache-2 +
bcrypt (πŸ₯‰38 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”€ 150 Β· πŸ“¦ 220K Β· πŸ“‹ 140 - 5% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/pyca/bcrypt) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 150 Β· πŸ“¦ 220K Β· πŸ“‹ 140 - 5% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/pyca/bcrypt @@ -1442,22 +1458,6 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge bcrypt ```
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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“₯ 460 Β· πŸ“¦ 95K Β· πŸ“‹ 580 - 10% open Β· ⏱️ 20.04.2024): - - ``` - git clone https://github.com/Legrandin/pycryptodome - ``` -- [PyPi](https://pypi.org/project/pycryptodomex) (πŸ“₯ 34M / month Β· πŸ“¦ 1.3K Β· ⏱️ 10.01.2024): - ``` - pip install pycryptodomex - ``` -- [Conda](https://anaconda.org/conda-forge/pycryptodomex) (πŸ“₯ 1.6M Β· ⏱️ 23.09.2023): - ``` - conda install -c conda-forge pycryptodomex - ``` -
asn1crypto (πŸ₯‰33 Β· ⭐ 320) - Python ASN.1 library with a focus on performance and a pythonic API. MIT - [GitHub](https://github.com/wbond/asn1crypto) (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 140 Β· πŸ“¦ 110K Β· πŸ“‹ 190 - 25% open Β· ⏱️ 03.11.2023): @@ -1465,7 +1465,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/wbond/asn1crypto ``` -- [PyPi](https://pypi.org/project/asn1crypto) (πŸ“₯ 80M / month Β· πŸ“¦ 580 Β· ⏱️ 15.03.2022): +- [PyPi](https://pypi.org/project/asn1crypto) (πŸ“₯ 80M / month Β· πŸ“¦ 590 Β· ⏱️ 15.03.2022): ``` pip install asn1crypto ``` @@ -1498,12 +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“¦ 34K Β· πŸ“‹ 33K - 2% open Β· ⏱️ 09.05.2024): +- [GitHub](https://github.com/ansible/ansible) (πŸ‘¨β€πŸ’» 6.8K Β· πŸ”€ 24K Β· πŸ“¦ 34K Β· πŸ“‹ 33K - 2% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/ansible/ansible ``` -- [PyPi](https://pypi.org/project/ansible) (πŸ“₯ 5.3M / month Β· πŸ“¦ 450 Β· ⏱️ 30.04.2024): +- [PyPi](https://pypi.org/project/ansible) (πŸ“₯ 5.3M / month Β· πŸ“¦ 450 Β· ⏱️ 14.05.2024): ``` pip install ansible ``` @@ -1514,48 +1514,48 @@ _General-purpose data containers as well as utilities & extensions for pandas._
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 - 12% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/boto/botocore) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.1K Β· πŸ“¦ 320K Β· πŸ“‹ 1.1K - 12% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/boto/botocore ``` -- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 630M / month Β· πŸ“¦ 2.6K Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 640M / month Β· πŸ“¦ 2.6K Β· ⏱️ 15.05.2024): ``` pip install botocore ``` -- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 26M Β· ⏱️ 09.05.2024): +- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 26M Β· ⏱️ 16.05.2024): ``` 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’» 270 Β· πŸ”€ 1K Β· πŸ“₯ 3.1M Β· πŸ“¦ 7.8K Β· πŸ“‹ 7.2K - 29% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/pulumi/pulumi) (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 1K Β· πŸ“₯ 3.2M Β· πŸ“¦ 7.8K Β· πŸ“‹ 7.2K - 29% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/pulumi/pulumi ``` -- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 1M / month Β· πŸ“¦ 250 Β· ⏱️ 07.05.2024): +- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 1M / month Β· πŸ“¦ 250 Β· ⏱️ 15.05.2024): ``` pip install pulumi ``` -- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (πŸ“₯ 2.5M / month Β· πŸ“¦ 930 Β· ⏱️ 08.05.2024): +- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (πŸ“₯ 2.6M / month Β· πŸ“¦ 930 Β· ⏱️ 15.05.2024): ``` npm install @pulumi/pulumi ```
awscli (πŸ₯ˆ43 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”€ 4K Β· πŸ“₯ 1.7K Β· πŸ“¦ 4 Β· πŸ“‹ 4.6K - 12% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/aws/aws-cli) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 4K Β· πŸ“₯ 1.7K Β· πŸ“¦ 4 Β· πŸ“‹ 4.6K - 12% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/aws/aws-cli ``` -- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 160M / month Β· πŸ“¦ 610 Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 160M / month Β· πŸ“¦ 610 Β· ⏱️ 15.05.2024): ``` pip install awscli ``` -- [Conda](https://anaconda.org/conda-forge/awscli) (πŸ“₯ 23M Β· ⏱️ 08.05.2024): +- [Conda](https://anaconda.org/conda-forge/awscli) (πŸ“₯ 23M Β· ⏱️ 16.05.2024): ``` conda install -c conda-forge awscli ``` @@ -1571,12 +1571,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install docker ``` -- [Conda](https://anaconda.org/conda-forge/docker-py) (πŸ“₯ 4.2M Β· ⏱️ 09.12.2023): +- [Conda](https://anaconda.org/conda-forge/docker-py) (πŸ“₯ 4.3M Β· ⏱️ 09.12.2023): ``` conda install -c conda-forge docker-py ```
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paramiko (πŸ₯ˆ41 Β· ⭐ 8.8K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 +
paramiko (πŸ₯ˆ41 Β· ⭐ 8.9K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 - [GitHub](https://github.com/paramiko/paramiko) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 2K Β· πŸ“¦ 95K Β· πŸ“‹ 1.8K - 56% open Β· ⏱️ 11.02.2024): @@ -1592,9 +1592,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge paramiko ```
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docker-compose (πŸ₯ˆ40 Β· ⭐ 32K) - Define and run multi-container applications with Docker. Apache-2 +
docker-compose (πŸ₯ˆ40 Β· ⭐ 33K) - Define and run multi-container applications with Docker. Apache-2 -- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 5.1K Β· πŸ“₯ 93M Β· πŸ“¦ 520 Β· πŸ“‹ 7.5K - 3% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 5.1K Β· πŸ“₯ 94M Β· πŸ“¦ 530 Β· πŸ“‹ 7.5K - 3% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/docker/compose @@ -1603,19 +1603,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install docker-compose ``` -- [Conda](https://anaconda.org/conda-forge/docker-compose) (πŸ“₯ 400K Β· ⏱️ 24.04.2024): +- [Conda](https://anaconda.org/conda-forge/docker-compose) (πŸ“₯ 410K Β· ⏱️ 24.04.2024): ``` conda install -c conda-forge docker-compose ```
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kubernetes (πŸ₯ˆ39 Β· ⭐ 6.5K) - Official Python client library for kubernetes. Apache-2 +
kubernetes (πŸ₯ˆ38 Β· ⭐ 6.5K Β· πŸ“‰) - Official Python client library for kubernetes. Apache-2 - [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/kubernetes-client/python ``` -- [PyPi](https://pypi.org/project/kubernetes) (πŸ“₯ 31M / month Β· πŸ“¦ 1.2K Β· ⏱️ 08.01.2024): +- [PyPi](https://pypi.org/project/kubernetes) (πŸ“₯ 32M / month Β· πŸ“¦ 1.2K Β· ⏱️ 08.01.2024): ``` pip install kubernetes ``` @@ -1624,14 +1624,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge kubernetes ```
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netmiko (πŸ₯‰37 Β· ⭐ 3.4K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT +
netmiko (πŸ₯‰37 Β· ⭐ 3.5K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT -- [GitHub](https://github.com/ktbyers/netmiko) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.3K Β· πŸ“¦ 4.3K Β· πŸ“‹ 2.1K - 8% open Β· ⏱️ 03.05.2024): +- [GitHub](https://github.com/ktbyers/netmiko) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.3K Β· πŸ“¦ 4.3K Β· πŸ“‹ 2.1K - 8% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/ktbyers/netmiko ``` -- [PyPi](https://pypi.org/project/netmiko) (πŸ“₯ 290K / month Β· πŸ“¦ 170 Β· ⏱️ 17.11.2023): +- [PyPi](https://pypi.org/project/netmiko) (πŸ“₯ 300K / month Β· πŸ“¦ 180 Β· ⏱️ 17.11.2023): ``` pip install netmiko ``` @@ -1643,50 +1643,50 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/fabric/fabric ``` -- [PyPi](https://pypi.org/project/fabric) (πŸ“₯ 7.1M / month Β· πŸ“¦ 280 Β· ⏱️ 31.08.2023): +- [PyPi](https://pypi.org/project/fabric) (πŸ“₯ 6.9M / month Β· πŸ“¦ 280 Β· ⏱️ 31.08.2023): ``` pip install fabric ``` -- [Conda](https://anaconda.org/conda-forge/fabric) (πŸ“₯ 90K Β· ⏱️ 31.08.2023): +- [Conda](https://anaconda.org/conda-forge/fabric) (πŸ“₯ 91K Β· ⏱️ 31.08.2023): ``` conda install -c conda-forge fabric ```
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plumbum (πŸ₯‰35 Β· ⭐ 2.8K) - Plumbum: Shell Combinators. MIT +
schedule (πŸ₯‰34 Β· ⭐ 12K) - Python job scheduling for humans. MIT -- [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): +- [GitHub](https://github.com/dbader/schedule) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 950 Β· πŸ“¦ 35K Β· πŸ“‹ 460 - 34% open Β· ⏱️ 28.04.2024): ``` - git clone https://github.com/tomerfiliba/plumbum + git clone https://github.com/dbader/schedule ``` -- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 3.4M / month Β· πŸ“¦ 290 Β· ⏱️ 29.04.2024): +- [PyPi](https://pypi.org/project/schedule) (πŸ“₯ 2.3M / month Β· πŸ“¦ 640 Β· ⏱️ 01.10.2023): ``` - pip install plumbum + pip install schedule ``` -- [Conda](https://anaconda.org/conda-forge/plumbum) (πŸ“₯ 1M Β· ⏱️ 29.04.2024): +- [Conda](https://anaconda.org/conda-forge/schedule) (πŸ“₯ 56K Β· ⏱️ 02.10.2023): ``` - conda install -c conda-forge plumbum + conda install -c conda-forge schedule ```
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schedule (πŸ₯‰34 Β· ⭐ 12K) - Python job scheduling for humans. MIT +
plumbum (πŸ₯‰34 Β· ⭐ 2.8K Β· πŸ“‰) - Plumbum: Shell Combinators. MIT -- [GitHub](https://github.com/dbader/schedule) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 950 Β· πŸ“¦ 34K Β· πŸ“‹ 460 - 34% open Β· ⏱️ 28.04.2024): +- [GitHub](https://github.com/tomerfiliba/plumbum) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 180 Β· πŸ“¦ 6.4K Β· πŸ“‹ 360 - 37% open Β· ⏱️ 29.04.2024): ``` - git clone https://github.com/dbader/schedule + git clone https://github.com/tomerfiliba/plumbum ``` -- [PyPi](https://pypi.org/project/schedule) (πŸ“₯ 2.3M / month Β· πŸ“¦ 640 Β· ⏱️ 01.10.2023): +- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 3.2M / month Β· πŸ“¦ 290 Β· ⏱️ 29.04.2024): ``` - pip install schedule + pip install plumbum ``` -- [Conda](https://anaconda.org/conda-forge/schedule) (πŸ“₯ 55K Β· ⏱️ 02.10.2023): +- [Conda](https://anaconda.org/conda-forge/plumbum) (πŸ“₯ 1M Β· ⏱️ 29.04.2024): ``` - conda install -c conda-forge schedule + conda install -c conda-forge plumbum ```
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“‹ 210 - 31% open Β· ⏱️ 14.05.2023): +- [GitHub](https://github.com/pahaz/sshtunnel) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 180 Β· πŸ“¦ 7.1K Β· πŸ“‹ 210 - 31% open Β· ⏱️ 14.05.2023): ``` git clone https://github.com/pahaz/sshtunnel @@ -1700,9 +1700,9 @@ _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· ⭐ 3.4K) - pyinfra turns Python code into shell commands and runs them on your.. MIT +
pyinfra (πŸ₯‰31 Β· ⭐ 3.4K) - pyinfra turns Python code into shell commands and runs them on your.. MIT -- [GitHub](https://github.com/pyinfra-dev/pyinfra) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 350 Β· πŸ“¦ 110 Β· πŸ“‹ 710 - 21% open Β· ⏱️ 04.05.2024): +- [GitHub](https://github.com/pyinfra-dev/pyinfra) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 350 Β· πŸ“¦ 110 Β· πŸ“‹ 720 - 21% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/Fizzadar/pyinfra @@ -1719,7 +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“₯ 3.1K / month Β· πŸ“¦ 11 Β· ⏱️ 22.09.2023): +- [PyPi](https://pypi.org/project/pypyr) (πŸ“₯ 3.2K / month Β· πŸ“¦ 11 Β· ⏱️ 22.09.2023): ``` pip install pypyr ``` @@ -1749,7 +1749,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pexpect/pexpect ``` -- [PyPi](https://pypi.org/project/pexpect) (πŸ“₯ 73M / month Β· πŸ“¦ 1.6K Β· ⏱️ 25.11.2023): +- [PyPi](https://pypi.org/project/pexpect) (πŸ“₯ 72M / month Β· πŸ“¦ 1.6K Β· ⏱️ 25.11.2023): ``` pip install pexpect ``` @@ -1758,7 +1758,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pexpect ```
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supervisor (πŸ₯ˆ35 Β· ⭐ 8.2K) - Supervisor process control system for Unix.. ❗️Repoze Public License +
supervisor (πŸ₯ˆ35 Β· ⭐ 8.3K) - Supervisor process control system for Unix.. ❗️Repoze Public License - [GitHub](https://github.com/Supervisor/supervisor) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 1.2K Β· πŸ“¦ 11K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 02.03.2024): @@ -1781,7 +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“₯ 8.2M / month Β· πŸ“¦ 720 Β· ⏱️ 10.08.2023): +- [PyPi](https://pypi.org/project/sh) (πŸ“₯ 7.9M / month Β· πŸ“¦ 720 Β· ⏱️ 10.08.2023): ``` pip install sh ``` @@ -1797,11 +1797,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pexpect/ptyprocess ``` -- [PyPi](https://pypi.org/project/ptyprocess) (πŸ“₯ 73M / month Β· πŸ“¦ 650 Β· ⏱️ 28.12.2020): +- [PyPi](https://pypi.org/project/ptyprocess) (πŸ“₯ 73M / month Β· πŸ“¦ 660 Β· ⏱️ 28.12.2020): ``` pip install ptyprocess ``` -- [Conda](https://anaconda.org/conda-forge/ptyprocess) (πŸ“₯ 17M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/ptyprocess) (πŸ“₯ 18M Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge ptyprocess ``` @@ -1819,23 +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“₯ 96M / month Β· πŸ“¦ 1.1K Β· ⏱️ 21.12.2023): +- [PyPi](https://pypi.org/project/greenlet) (πŸ“₯ 97M / month Β· πŸ“¦ 1.1K Β· ⏱️ 21.12.2023): ``` pip install greenlet ``` -- [Conda](https://anaconda.org/conda-forge/greenlet) (πŸ“₯ 9.6M Β· ⏱️ 21.12.2023): +- [Conda](https://anaconda.org/conda-forge/greenlet) (πŸ“₯ 9.7M Β· ⏱️ 21.12.2023): ``` conda install -c conda-forge greenlet ```
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”€ 530 Β· πŸ“₯ 430 Β· πŸ“¦ 130K Β· πŸ“‹ 360 - 28% open Β· ⏱️ 22.10.2023): +- [GitHub](https://github.com/MagicStack/uvloop) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 530 Β· πŸ“₯ 440 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“₯ 12M / month Β· πŸ“¦ 1.2K Β· ⏱️ 22.10.2023): +- [PyPi](https://pypi.org/project/uvloop) (πŸ“₯ 13M / month Β· πŸ“¦ 1.3K Β· ⏱️ 22.10.2023): ``` pip install uvloop ``` @@ -1846,44 +1846,44 @@ _General-purpose data containers as well as utilities & extensions for pandas._
anyio (πŸ₯ˆ37 Β· ⭐ 1.6K) - High level asynchronous concurrency and networking framework that works on.. MIT -- [GitHub](https://github.com/agronholm/anyio) (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 130 Β· πŸ“¦ 290K Β· πŸ“‹ 350 - 17% open Β· ⏱️ 09.05.2024): +- [GitHub](https://github.com/agronholm/anyio) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 130 Β· πŸ“¦ 290K Β· πŸ“‹ 350 - 17% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/agronholm/anyio ``` -- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 70M / month Β· πŸ“¦ 820 Β· ⏱️ 19.02.2024): +- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 71M / month Β· πŸ“¦ 820 Β· ⏱️ 19.02.2024): ``` pip install anyio ``` -- [Conda](https://anaconda.org/conda-forge/anyio) (πŸ“₯ 13M Β· ⏱️ 19.02.2024): +- [Conda](https://anaconda.org/conda-forge/anyio) (πŸ“₯ 14M Β· ⏱️ 19.02.2024): ``` conda install -c conda-forge anyio ```
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asyncer (πŸ₯‰27 Β· ⭐ 1.4K) - Asyncer, async and await, focused on developer experience. MIT +
asyncer (πŸ₯‰28 Β· ⭐ 1.5K) - Asyncer, async and await, focused on developer experience. MIT -- [GitHub](https://github.com/tiangolo/asyncer) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 45 Β· πŸ“¦ 3.7K Β· πŸ“‹ 17 - 76% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/tiangolo/asyncer) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 45 Β· πŸ“¦ 3.8K Β· πŸ“‹ 17 - 76% open Β· ⏱️ 10.05.2024): ``` git clone https://github.com/tiangolo/asyncer ``` -- [PyPi](https://pypi.org/project/asyncer) (πŸ“₯ 180K / month Β· πŸ“¦ 86 Β· ⏱️ 30.04.2024): +- [PyPi](https://pypi.org/project/asyncer) (πŸ“₯ 190K / month Β· πŸ“¦ 86 Β· ⏱️ 30.04.2024): ``` pip install asyncer ``` -- [Conda](https://anaconda.org/conda-forge/asyncer) (πŸ“₯ 7.8K Β· ⏱️ 30.04.2024): +- [Conda](https://anaconda.org/conda-forge/asyncer) (πŸ“₯ 7.9K Β· ⏱️ 30.04.2024): ``` conda install -c conda-forge asyncer ```
aiomisc (πŸ₯‰24 Β· ⭐ 370) - aiomisc - miscellaneous utils for asyncio. MIT -- [GitHub](https://github.com/aiokitchen/aiomisc) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 26 Β· πŸ“¦ 370 Β· πŸ“‹ 24 - 25% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/aiokitchen/aiomisc) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 26 Β· πŸ“¦ 370 Β· πŸ“‹ 24 - 25% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/aiokitchen/aiomisc ``` -- [PyPi](https://pypi.org/project/aiomisc) (πŸ“₯ 19K / month Β· πŸ“¦ 57 Β· ⏱️ 07.05.2024): +- [PyPi](https://pypi.org/project/aiomisc) (πŸ“₯ 18K / month Β· πŸ“¦ 57 Β· ⏱️ 14.05.2024): ``` pip install aiomisc ``` @@ -1895,7 +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“₯ 65K / month Β· πŸ“¦ 19 Β· ⏱️ 21.10.2021): +- [PyPi](https://pypi.org/project/unsync) (πŸ“₯ 72K / month Β· πŸ“¦ 19 Β· ⏱️ 21.10.2021): ``` pip install unsync ``` @@ -1911,11 +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“₯ 580K / month Β· πŸ“¦ 90 Β· ⏱️ 09.02.2018): +- [PyPi](https://pypi.org/project/stopit) (πŸ“₯ 610K / month Β· πŸ“¦ 90 Β· ⏱️ 09.02.2018): ``` pip install stopit ``` -- [Conda](https://anaconda.org/conda-forge/stopit) (πŸ“₯ 870K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/stopit) (πŸ“₯ 880K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge stopit ``` @@ -1926,25 +1926,25 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
python-dotenv (πŸ₯‡38 Β· ⭐ 7.1K) - Reads key-value pairs from a .env file and can set them as.. BSD-3 +
python-dotenv (πŸ₯‡38 Β· ⭐ 7.2K) - 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”€ 410 Β· πŸ“¦ 780K Β· πŸ“‹ 290 - 18% open Β· ⏱️ 29.04.2024): +- [GitHub](https://github.com/theskumar/python-dotenv) (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 410 Β· πŸ“¦ 790K Β· πŸ“‹ 290 - 18% open Β· ⏱️ 29.04.2024): ``` git clone https://github.com/theskumar/python-dotenv ``` -- [PyPi](https://pypi.org/project/python-dotenv) (πŸ“₯ 62M / month Β· πŸ“¦ 8.8K Β· ⏱️ 23.01.2024): +- [PyPi](https://pypi.org/project/python-dotenv) (πŸ“₯ 64M / month Β· πŸ“¦ 8.9K Β· ⏱️ 23.01.2024): ``` pip install python-dotenv ``` -- [Conda](https://anaconda.org/conda-forge/python-dotenv) (πŸ“₯ 3.2M Β· ⏱️ 23.01.2024): +- [Conda](https://anaconda.org/conda-forge/python-dotenv) (πŸ“₯ 3.3M Β· ⏱️ 23.01.2024): ``` conda install -c conda-forge python-dotenv ```
traitlets (πŸ₯‡38 Β· ⭐ 600) - A lightweight Traits like module. BSD-3 -- [GitHub](https://github.com/ipython/traitlets) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 200 Β· πŸ“₯ 340 Β· πŸ“¦ 430K Β· πŸ“‹ 300 - 33% open Β· ⏱️ 19.04.2024): +- [GitHub](https://github.com/ipython/traitlets) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 200 Β· πŸ“₯ 350 Β· πŸ“¦ 440K Β· πŸ“‹ 300 - 33% open Β· ⏱️ 19.04.2024): ``` git clone https://github.com/ipython/traitlets @@ -1958,25 +1958,25 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge traitlets ```
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hydra (πŸ₯ˆ34 Β· ⭐ 8.2K) - Hydra is a framework for elegantly configuring complex applications. MIT +
hydra (πŸ₯ˆ34 Β· ⭐ 8.3K) - Hydra is a framework for elegantly configuring complex applications. MIT - [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“₯ 9.5K / month Β· πŸ“¦ 11 Β· ⏱️ 03.08.2016): +- [PyPi](https://pypi.org/project/hydra) (πŸ“₯ 9.9K / month Β· πŸ“¦ 11 Β· ⏱️ 03.08.2016): ``` pip install hydra ``` -- [Conda](https://anaconda.org/conda-forge/hydra-core) (πŸ“₯ 960K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/hydra-core) (πŸ“₯ 970K 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”€ 290 Β· πŸ“¦ 8.4K Β· πŸ“‹ 500 - 22% open Β· ⏱️ 19.04.2024): +- [GitHub](https://github.com/dynaconf/dynaconf) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 290 Β· πŸ“¦ 8.4K Β· πŸ“‹ 510 - 23% open Β· ⏱️ 19.04.2024): ``` git clone https://github.com/rochacbruno/dynaconf @@ -1997,23 +1997,23 @@ _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“₯ 3.5M / month Β· πŸ“¦ 640 Β· ⏱️ 01.03.2023): +- [PyPi](https://pypi.org/project/python-decouple) (πŸ“₯ 3.6M / month Β· πŸ“¦ 640 Β· ⏱️ 01.03.2023): ``` pip install python-decouple ``` -- [Conda](https://anaconda.org/conda-forge/python-decouple) (πŸ“₯ 82K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/python-decouple) (πŸ“₯ 83K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge python-decouple ```
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omegaconf (πŸ₯‰32 Β· ⭐ 1.8K) - Flexible Python configuration system. The last one you will ever need. BSD-3 +
omegaconf (πŸ₯‰31 Β· ⭐ 1.8K) - Flexible Python configuration system. The last one you will ever need. BSD-3 -- [GitHub](https://github.com/omry/omegaconf) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 96 Β· πŸ“¦ 30K Β· πŸ“‹ 560 - 19% open Β· ⏱️ 29.02.2024): +- [GitHub](https://github.com/omry/omegaconf) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 97 Β· πŸ“¦ 30K Β· πŸ“‹ 560 - 19% open Β· ⏱️ 29.02.2024): ``` git clone https://github.com/omry/omegaconf ``` -- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 9.4M / month Β· πŸ“¦ 900 Β· ⏱️ 29.02.2024): +- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 9.3M / month Β· πŸ“¦ 910 Β· ⏱️ 29.02.2024): ``` pip install omegaconf ``` @@ -2024,12 +2024,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
gin-config (πŸ₯‰28 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“¦ 8.4K Β· πŸ“‹ 95 - 55% open Β· ⏱️ 05.02.2024): +- [GitHub](https://github.com/google/gin-config) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 120 Β· πŸ“¦ 8.5K Β· πŸ“‹ 95 - 55% open Β· ⏱️ 05.02.2024): ``` git clone https://github.com/google/gin-config ``` -- [PyPi](https://pypi.org/project/gin-config) (πŸ“₯ 340K / month Β· πŸ“¦ 72 Β· ⏱️ 03.11.2021): +- [PyPi](https://pypi.org/project/gin-config) (πŸ“₯ 280K / month Β· πŸ“¦ 72 Β· ⏱️ 03.11.2021): ``` pip install gin-config ``` @@ -2045,7 +2045,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/willkg/everett ``` -- [PyPi](https://pypi.org/project/everett) (πŸ“₯ 190K / month Β· πŸ“¦ 22 Β· ⏱️ 06.11.2023): +- [PyPi](https://pypi.org/project/everett) (πŸ“₯ 210K / month Β· πŸ“¦ 22 Β· ⏱️ 06.11.2023): ``` pip install everett ``` @@ -2056,7 +2056,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 1 hidden projects... -- configobj (πŸ₯‰27 Β· ⭐ 310 Β· πŸ’€) - Python 3+ compatible port of the configobj library. BSD-3 +- configobj (πŸ₯‰28 Β· ⭐ 310 Β· πŸ’€) - Python 3+ compatible port of the configobj library. BSD-3

@@ -2066,7 +2066,7 @@ _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“₯ 340 Β· πŸ“¦ 1.7M Β· πŸ“‹ 1.6K - 8% open Β· ⏱️ 06.05.2024): +- [GitHub](https://github.com/pallets/click) (πŸ‘¨β€πŸ’» 370 Β· πŸ”€ 1.4K Β· πŸ“₯ 350 Β· πŸ“¦ 1.7M Β· πŸ“‹ 1.6K - 8% open Β· ⏱️ 11.05.2024): ``` git clone https://github.com/pallets/click @@ -2082,28 +2082,28 @@ _General-purpose data containers as well as utilities & extensions for pandas._
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· ⏱️ 01.05.2024): +- [GitHub](https://github.com/Textualize/rich) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.7K Β· πŸ“¦ 210K Β· πŸ“‹ 1.4K - 20% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/Textualize/rich ``` -- [PyPi](https://pypi.org/project/rich) (πŸ“₯ 59M / month Β· πŸ“¦ 7K Β· ⏱️ 28.02.2024): +- [PyPi](https://pypi.org/project/rich) (πŸ“₯ 62M / month Β· πŸ“¦ 11K Β· ⏱️ 28.02.2024): ``` pip install rich ``` -- [Conda](https://anaconda.org/conda-forge/rich) (πŸ“₯ 6.7M Β· ⏱️ 28.02.2024): +- [Conda](https://anaconda.org/conda-forge/rich) (πŸ“₯ 6.8M Β· ⏱️ 28.02.2024): ``` conda install -c conda-forge rich ```
Typer (πŸ₯ˆ40 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“¦ 89K Β· πŸ“‹ 390 - 53% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/tiangolo/typer) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 620 Β· πŸ“¦ 91K Β· πŸ“‹ 390 - 53% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/tiangolo/typer ``` -- [PyPi](https://pypi.org/project/typer) (πŸ“₯ 26M / month Β· πŸ“¦ 5.2K Β· ⏱️ 09.04.2024): +- [PyPi](https://pypi.org/project/typer) (πŸ“₯ 28M / month Β· πŸ“¦ 5.2K Β· ⏱️ 09.04.2024): ``` pip install typer ``` @@ -2123,14 +2123,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install fire ``` -- [Conda](https://anaconda.org/conda-forge/fire) (πŸ“₯ 910K Β· ⏱️ 12.03.2024): +- [Conda](https://anaconda.org/conda-forge/fire) (πŸ“₯ 920K Β· ⏱️ 12.03.2024): ``` conda install -c conda-forge fire ```
python-prompt-toolkit (πŸ₯ˆ38 Β· ⭐ 9K) - Library for building powerful interactive command line.. BSD-3 -- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 700 Β· πŸ“‹ 1.2K - 52% open Β· ⏱️ 12.02.2024): +- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 700 Β· πŸ“‹ 1.2K - 52% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/prompt-toolkit/python-prompt-toolkit @@ -2178,7 +2178,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
argcomplete (πŸ₯ˆ35 Β· ⭐ 1.4K) - Python and tab completion, better together. Apache-2 -- [GitHub](https://github.com/kislyuk/argcomplete) (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 120 Β· πŸ“₯ 360 Β· πŸ“¦ 52K Β· πŸ“‹ 270 - 19% open Β· ⏱️ 14.04.2024): +- [GitHub](https://github.com/kislyuk/argcomplete) (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 120 Β· πŸ“₯ 360 Β· πŸ“¦ 53K Β· πŸ“‹ 270 - 19% open Β· ⏱️ 12.05.2024): ``` git clone https://github.com/kislyuk/argcomplete @@ -2194,7 +2194,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
cleo (πŸ₯‰34 Β· ⭐ 1.2K) - Cleo allows you to create beautiful and testable command-line interfaces. MIT -- [GitHub](https://github.com/python-poetry/cleo) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 85 Β· πŸ“¦ 21K Β· πŸ“‹ 110 - 29% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/python-poetry/cleo) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 85 Β· πŸ“¦ 22K Β· πŸ“‹ 110 - 29% open Β· ⏱️ 07.05.2024): ``` git clone https://github.com/sdispater/cleo @@ -2203,14 +2203,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install cleo ``` -- [Conda](https://anaconda.org/conda-forge/cleo) (πŸ“₯ 710K Β· ⏱️ 30.10.2023): +- [Conda](https://anaconda.org/conda-forge/cleo) (πŸ“₯ 720K Β· ⏱️ 30.10.2023): ``` conda install -c conda-forge cleo ```
-
wcwidth (πŸ₯‰32 Β· ⭐ 380) - Python library that measures the width of unicode strings rendered to a.. MIT +
wcwidth (πŸ₯‰33 Β· ⭐ 380) - Python library that measures the width of unicode strings rendered to a.. MIT -- [GitHub](https://github.com/jquast/wcwidth) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 56 Β· πŸ“¦ 540K Β· πŸ“‹ 58 - 32% open Β· ⏱️ 14.02.2024): +- [GitHub](https://github.com/jquast/wcwidth) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 56 Β· πŸ“¦ 550K Β· πŸ“‹ 59 - 32% open Β· ⏱️ 14.02.2024): ``` git clone https://github.com/jquast/wcwidth @@ -2226,16 +2226,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
questionary (πŸ₯‰30 Β· ⭐ 1.4K) - Python library to build pretty command line user prompts Easy to use.. MIT -- [GitHub](https://github.com/tmbo/questionary) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 83 Β· πŸ“¦ 12K Β· πŸ“‹ 150 - 34% open Β· ⏱️ 12.01.2024): +- [GitHub](https://github.com/tmbo/questionary) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 85 Β· πŸ“¦ 12K Β· πŸ“‹ 150 - 35% open Β· ⏱️ 12.01.2024): ``` git clone https://github.com/tmbo/questionary ``` -- [PyPi](https://pypi.org/project/questionary) (πŸ“₯ 1.8M / month Β· πŸ“¦ 660 Β· ⏱️ 08.09.2023): +- [PyPi](https://pypi.org/project/questionary) (πŸ“₯ 1.9M / month Β· πŸ“¦ 660 Β· ⏱️ 08.09.2023): ``` pip install questionary ``` -- [Conda](https://anaconda.org/conda-forge/questionary) (πŸ“₯ 72K Β· ⏱️ 10.09.2023): +- [Conda](https://anaconda.org/conda-forge/questionary) (πŸ“₯ 73K Β· ⏱️ 10.09.2023): ``` conda install -c conda-forge questionary ``` @@ -2263,23 +2263,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/bw2/ConfigArgParse ``` -- [PyPi](https://pypi.org/project/configargparse) (πŸ“₯ 4.6M / month Β· πŸ“¦ 560 Β· ⏱️ 23.07.2023): +- [PyPi](https://pypi.org/project/configargparse) (πŸ“₯ 4.8M / month Β· πŸ“¦ 560 Β· ⏱️ 23.07.2023): ``` pip install configargparse ``` -- [Conda](https://anaconda.org/conda-forge/configargparse) (πŸ“₯ 830K Β· ⏱️ 23.07.2023): +- [Conda](https://anaconda.org/conda-forge/configargparse) (πŸ“₯ 840K Β· ⏱️ 23.07.2023): ``` conda install -c conda-forge configargparse ```
-
docopt-ng (πŸ₯‰22 Β· ⭐ 170) - Humane command line arguments parser. Now with maintenance, typehints,.. MIT +
docopt-ng (πŸ₯‰23 Β· ⭐ 170) - Humane command line arguments parser. Now with maintenance, typehints,.. MIT -- [GitHub](https://github.com/jazzband/docopt-ng) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 18 Β· πŸ“¦ 300 Β· πŸ“‹ 33 - 54% open Β· ⏱️ 29.03.2024): +- [GitHub](https://github.com/jazzband/docopt-ng) (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 18 Β· πŸ“¦ 310 Β· πŸ“‹ 32 - 50% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/jazzband/docopt-ng ``` -- [PyPi](https://pypi.org/project/docopt-ng) (πŸ“₯ 190K / month Β· πŸ“¦ 76 Β· ⏱️ 30.05.2023): +- [PyPi](https://pypi.org/project/docopt-ng) (πŸ“₯ 220K / month Β· πŸ“¦ 80 Β· ⏱️ 30.05.2023): ``` pip install docopt-ng ``` @@ -2291,7 +2291,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/nojhan/colout ``` -- [PyPi](https://pypi.org/project/colout) (πŸ“₯ 190 / month Β· ⏱️ 21.06.2020): +- [PyPi](https://pypi.org/project/colout) (πŸ“₯ 180 / month Β· ⏱️ 21.06.2020): ``` pip install colout ``` @@ -2317,14 +2317,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
cachetools (πŸ₯‡34 Β· ⭐ 2.1K Β· πŸ“‰) - Extensible memoizing collections and decorators. MIT +
cachetools (πŸ₯‡34 Β· ⭐ 2.1K) - 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· ⏱️ 01.05.2024): ``` git clone https://github.com/tkem/cachetools ``` -- [PyPi](https://pypi.org/project/cachetools) (πŸ“₯ 130M / month Β· πŸ“¦ 2.4K Β· ⏱️ 26.02.2024): +- [PyPi](https://pypi.org/project/cachetools) (πŸ“₯ 140M / month Β· πŸ“¦ 2.4K Β· ⏱️ 26.02.2024): ``` pip install cachetools ``` @@ -2335,12 +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“‹ 300 - 13% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/aio-libs/aiocache) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 140 Β· πŸ“₯ 16 Β· πŸ“¦ 2.2K Β· πŸ“‹ 300 - 13% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/aio-libs/aiocache ``` -- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 590K / month Β· πŸ“¦ 120 Β· ⏱️ 06.08.2023): +- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 570K / month Β· πŸ“¦ 120 Β· ⏱️ 06.08.2023): ``` pip install aiocache ``` @@ -2352,7 +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“₯ 250K / month Β· πŸ“¦ 78 Β· ⏱️ 11.04.2024): +- [PyPi](https://pypi.org/project/beaker) (πŸ“₯ 230K / month Β· πŸ“¦ 78 Β· ⏱️ 11.04.2024): ``` pip install beaker ``` @@ -2361,26 +2361,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge beaker ```
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cachier (πŸ₯‰27 Β· ⭐ 520) - 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“¦ 460 Β· πŸ“‹ 81 - 27% open Β· ⏱️ 02.05.2024): - - ``` - git clone https://github.com/shaypal5/cachier - ``` -- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 93K / month Β· πŸ“¦ 31 Β· ⏱️ 26.02.2024): - ``` - pip install cachier - ``` -
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“₯ 600 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“₯ 610 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“₯ 270K / month Β· πŸ“¦ 74 Β· ⏱️ 30.08.2022): +- [PyPi](https://pypi.org/project/pylibmc) (πŸ“₯ 260K / month Β· πŸ“¦ 74 Β· ⏱️ 30.08.2022): ``` pip install pylibmc ``` @@ -2389,6 +2377,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pylibmc ```
+
cachier (πŸ₯‰26 Β· ⭐ 520) - 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“¦ 460 Β· πŸ“‹ 82 - 26% open Β· ⏱️ 14.05.2024): + + ``` + git clone https://github.com/shaypal5/cachier + ``` +- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 91K / month Β· πŸ“¦ 40 Β· ⏱️ 26.02.2024): + ``` + pip install cachier + ``` +
Show 1 hidden projects... - cached-property (πŸ₯ˆ30 Β· ⭐ 680 Β· πŸ’€) - A decorator for caching properties in classes. BSD-3 @@ -2403,7 +2403,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
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”€ 3K Β· πŸ“₯ 37K Β· πŸ“¦ 13K Β· πŸ“‹ 5.1K - 15% open Β· ⏱️ 07.05.2024): +- [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· ⏱️ 12.05.2024): ``` git clone https://github.com/kivy/kivy @@ -2424,23 +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“₯ 44K / month Β· πŸ“¦ 57 Β· ⏱️ 15.03.2024): +- [PyPi](https://pypi.org/project/dearpygui) (πŸ“₯ 45K / month Β· πŸ“¦ 100 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”€ 640 Β· πŸ“₯ 3.4K Β· πŸ“¦ 3 Β· πŸ“‹ 900 - 20% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/beeware/toga) (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 640 Β· πŸ“₯ 3.4K Β· πŸ“¦ 3 Β· πŸ“‹ 900 - 20% open Β· ⏱️ 12.05.2024): ``` git clone https://github.com/beeware/toga ``` -- [PyPi](https://pypi.org/project/toga) (πŸ“₯ 5.7K / month Β· πŸ“¦ 23 Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/toga) (πŸ“₯ 6.3K / month Β· πŸ“¦ 23 Β· ⏱️ 08.05.2024): ``` pip install toga ``` -- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 16 / month Β· πŸ“¦ 5 Β· ⏱️ 23.04.2017): +- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 17 / month Β· πŸ“¦ 5 Β· ⏱️ 23.04.2017): ``` npm install @pybee/toga ``` @@ -2456,7 +2456,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install flexx ``` -- [Conda](https://anaconda.org/conda-forge/flexx) (πŸ“₯ 100K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/flexx) (πŸ“₯ 110K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge flexx ``` @@ -2479,12 +2479,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Pipeless (πŸ₯‡18 Β· ⭐ 660) - An open-source framework to create and deploy computer vision.. Apache-2 -- [GitHub](https://github.com/pipeless-ai/pipeless) (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 31 Β· πŸ“₯ 930 Β· πŸ“‹ 26 - 26% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/pipeless-ai/pipeless) (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 31 Β· πŸ“₯ 950 Β· πŸ“‹ 26 - 26% open Β· ⏱️ 08.05.2024): ``` git clone https://github.com/pipeless-ai/pipeless ``` -- [PyPi](https://pypi.org/project/pipeless-ai) (πŸ“₯ 130 / month Β· πŸ“¦ 2 Β· ⏱️ 02.11.2023): +- [PyPi](https://pypi.org/project/pipeless-ai) (πŸ“₯ 160 / month Β· πŸ“¦ 2 Β· ⏱️ 02.11.2023): ``` pip install pipeless-ai ``` @@ -2507,16 +2507,16 @@ _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’» 68 Β· πŸ”€ 270 Β· πŸ“¦ 70K Β· πŸ“‹ 170 - 9% open Β· ⏱️ 27.04.2024): +- [GitHub](https://github.com/carpedm20/emoji) (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 270 Β· πŸ“¦ 70K Β· πŸ“‹ 170 - 9% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/carpedm20/emoji ``` -- [PyPi](https://pypi.org/project/emoji) (πŸ“₯ 3.6M / month Β· πŸ“¦ 960 Β· ⏱️ 21.04.2024): +- [PyPi](https://pypi.org/project/emoji) (πŸ“₯ 3.8M / month Β· πŸ“¦ 970 Β· ⏱️ 21.04.2024): ``` pip install emoji ``` -- [Conda](https://anaconda.org/conda-forge/emoji) (πŸ“₯ 72K Β· ⏱️ 21.04.2024): +- [Conda](https://anaconda.org/conda-forge/emoji) (πŸ“₯ 73K Β· ⏱️ 21.04.2024): ``` conda install -c conda-forge emoji ``` @@ -2528,7 +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“₯ 6.5M / month Β· πŸ“¦ 520 Β· ⏱️ 03.05.2024): +- [PyPi](https://pypi.org/project/phonenumbers) (πŸ“₯ 6.7M / month Β· πŸ“¦ 530 Β· ⏱️ 03.05.2024): ``` pip install phonenumbers ``` @@ -2544,7 +2544,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/jaraco/inflect ``` -- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 5.8M / month Β· πŸ“¦ 600 Β· ⏱️ 23.04.2024): +- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 5.8M / month Β· πŸ“¦ 610 Β· ⏱️ 23.04.2024): ``` pip install inflect ``` @@ -2560,7 +2560,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/un33k/python-slugify ``` -- [PyPi](https://pypi.org/project/python-slugify) (πŸ“₯ 18M / month Β· πŸ“¦ 1.4K Β· ⏱️ 08.02.2024): +- [PyPi](https://pypi.org/project/python-slugify) (πŸ“₯ 19M / month Β· πŸ“¦ 1.4K Β· ⏱️ 08.02.2024): ``` pip install python-slugify ``` @@ -2584,19 +2584,19 @@ _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“¦ 5 Β· ⏱️ 20.08.2017): +- [npm](https://www.npmjs.com/package/@pypi/chardet) (πŸ“₯ 73 / month Β· πŸ“¦ 5 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“₯ 36 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“₯ 44 Β· πŸ“¦ 2.8K Β· πŸ“‹ 130 - 18% open Β· ⏱️ 21.03.2024): ``` git clone https://github.com/WojciechMula/pyahocorasick ``` -- [PyPi](https://pypi.org/project/pyahocorasick) (πŸ“₯ 870K / month Β· πŸ“¦ 130 Β· ⏱️ 21.03.2024): +- [PyPi](https://pypi.org/project/pyahocorasick) (πŸ“₯ 850K / month Β· πŸ“¦ 130 Β· ⏱️ 21.03.2024): ``` pip install pyahocorasick ``` @@ -2612,7 +2612,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/scrapinghub/price-parser ``` -- [PyPi](https://pypi.org/project/price-parser) (πŸ“₯ 99K / month Β· πŸ“¦ 32 Β· ⏱️ 25.11.2020): +- [PyPi](https://pypi.org/project/price-parser) (πŸ“₯ 100K / month Β· πŸ“¦ 32 Β· ⏱️ 25.11.2020): ``` pip install price-parser ``` @@ -2642,23 +2642,23 @@ _Libraries for connecting to, operating, and querying databases._
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· ⏱️ 08.05.2024): +- [GitHub](https://github.com/boto/boto3) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.8K Β· πŸ“¦ 430K Β· πŸ“‹ 3.2K - 6% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/boto/boto3 ``` -- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 1.4B / month Β· πŸ“¦ 11K Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 1.5B / month Β· πŸ“¦ 11K Β· ⏱️ 15.05.2024): ``` pip install boto3 ``` -- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 19M Β· ⏱️ 08.05.2024): +- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 19M Β· ⏱️ 16.05.2024): ``` conda install -c conda-forge boto3 ```
-
SQLAlchemy (πŸ₯‡46 Β· ⭐ 8.9K Β· πŸ“ˆ) - The Database Toolkit for Python. MIT +
SQLAlchemy (πŸ₯‡46 Β· ⭐ 8.9K) - 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“¦ 770K Β· πŸ“‹ 7.8K - 2% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (πŸ‘¨β€πŸ’» 710 Β· πŸ”€ 1.3K Β· πŸ“₯ 48K Β· πŸ“¦ 780K Β· πŸ“‹ 7.8K - 2% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/sqlalchemy/sqlalchemy @@ -2674,12 +2674,12 @@ _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“‹ 9.7K - 10% open Β· ⏱️ 09.05.2024): +- [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· ⏱️ 16.05.2024): ``` git clone https://github.com/Azure/azure-sdk-for-python ``` -- [PyPi](https://pypi.org/project/azure-storage-blob) (πŸ“₯ 49M / month Β· πŸ“¦ 860 Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/azure-storage-blob) (πŸ“₯ 50M / month Β· πŸ“¦ 870 Β· ⏱️ 08.05.2024): ``` pip install azure-storage-blob ``` @@ -2690,12 +2690,12 @@ _Libraries for connecting to, operating, and querying databases._
redis (πŸ₯‡42 Β· ⭐ 12K) - Redis Python client. MIT -- [GitHub](https://github.com/redis/redis-py) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 2.5K Β· πŸ“‹ 1.7K - 12% open Β· ⏱️ 09.05.2024): +- [GitHub](https://github.com/redis/redis-py) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 2.5K Β· πŸ“‹ 1.7K - 12% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/redis/redis-py ``` -- [PyPi](https://pypi.org/project/redis) (πŸ“₯ 37M / month Β· πŸ“¦ 5.3K Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/redis) (πŸ“₯ 38M / month Β· πŸ“¦ 5.3K Β· ⏱️ 08.05.2024): ``` pip install redis ``` @@ -2706,12 +2706,12 @@ _Libraries for connecting to, operating, and querying databases._
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· ⏱️ 08.05.2024): +- [GitHub](https://github.com/googleapis/google-cloud-python) (πŸ‘¨β€πŸ’» 520 Β· πŸ”€ 1.5K Β· πŸ“‹ 3.8K - 2% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/googleapis/google-cloud-python ``` -- [PyPi](https://pypi.org/project/google-cloud-storage) (πŸ“₯ 71M / month Β· πŸ“¦ 1.6K Β· ⏱️ 18.03.2024): +- [PyPi](https://pypi.org/project/google-cloud-storage) (πŸ“₯ 72M / month Β· πŸ“¦ 1.6K Β· ⏱️ 18.03.2024): ``` pip install google-cloud-storage ``` @@ -2720,46 +2720,46 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge google-cloud-storage ```
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elasticsearch (πŸ₯‡42 Β· ⭐ 4.1K) - Official Python client for Elasticsearch. Apache-2 +
peewee (πŸ₯‡41 Β· ⭐ 11K) - a small, expressive orm -- supports postgresql, mysql, sqlite and.. MIT -- [GitHub](https://github.com/elastic/elasticsearch-py) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.2K Β· πŸ“₯ 3.9K Β· πŸ“¦ 48K Β· πŸ“‹ 1.1K - 5% open Β· ⏱️ 06.05.2024): +- [GitHub](https://github.com/coleifer/peewee) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.4K Β· πŸ“¦ 30K Β· πŸ“‹ 2.4K - 0% open Β· ⏱️ 14.05.2024): ``` - git clone https://github.com/elastic/elasticsearch-py + git clone https://github.com/coleifer/peewee ``` -- [PyPi](https://pypi.org/project/elasticsearch) (πŸ“₯ 26M / month Β· πŸ“¦ 1.4K Β· ⏱️ 03.05.2024): +- [PyPi](https://pypi.org/project/peewee) (πŸ“₯ 2.6M / month Β· πŸ“¦ 890 Β· ⏱️ 10.05.2024): ``` - pip install elasticsearch + pip install peewee ``` -- [Conda](https://anaconda.org/conda-forge/elasticsearch) (πŸ“₯ 1M Β· ⏱️ 03.05.2024): +- [Conda](https://anaconda.org/conda-forge/peewee) (πŸ“₯ 640K Β· ⏱️ 18.04.2024): ``` - conda install -c conda-forge elasticsearch + conda install -c conda-forge peewee ```
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peewee (πŸ₯‡41 Β· ⭐ 11K) - a small, expressive orm -- supports postgresql, mysql, sqlite and.. MIT +
elasticsearch (πŸ₯‡41 Β· ⭐ 4.1K Β· πŸ“‰) - Official Python client for Elasticsearch. Apache-2 -- [GitHub](https://github.com/coleifer/peewee) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.4K Β· πŸ“¦ 29K Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/elastic/elasticsearch-py) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.2K Β· πŸ“₯ 3.9K Β· πŸ“¦ 48K Β· πŸ“‹ 1.1K - 5% open Β· ⏱️ 06.05.2024): ``` - git clone https://github.com/coleifer/peewee + git clone https://github.com/elastic/elasticsearch-py ``` -- [PyPi](https://pypi.org/project/peewee) (πŸ“₯ 2.5M / month Β· πŸ“¦ 890 Β· ⏱️ 17.04.2024): +- [PyPi](https://pypi.org/project/elasticsearch) (πŸ“₯ 26M / month Β· πŸ“¦ 1.4K Β· ⏱️ 03.05.2024): ``` - pip install peewee + pip install elasticsearch ``` -- [Conda](https://anaconda.org/conda-forge/peewee) (πŸ“₯ 640K Β· ⏱️ 18.04.2024): +- [Conda](https://anaconda.org/conda-forge/elasticsearch) (πŸ“₯ 1M Β· ⏱️ 03.05.2024): ``` - conda install -c conda-forge peewee + conda install -c conda-forge elasticsearch ```
MongoEngine (πŸ₯ˆ39 Β· ⭐ 4.2K) - A Python Object-Document-Mapper for working with MongoDB. MIT -- [GitHub](https://github.com/MongoEngine/mongoengine) (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 1.2K Β· πŸ“¦ 24K Β· πŸ“‹ 1.7K - 21% open Β· ⏱️ 10.03.2024): +- [GitHub](https://github.com/MongoEngine/mongoengine) (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 1.2K Β· πŸ“¦ 24K Β· πŸ“‹ 1.7K - 22% open Β· ⏱️ 10.03.2024): ``` git clone https://github.com/MongoEngine/mongoengine ``` -- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 1.3M / month Β· πŸ“¦ 380 Β· ⏱️ 07.03.2024): +- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 1.3M / month Β· πŸ“¦ 390 Β· ⏱️ 07.03.2024): ``` pip install mongoengine ``` @@ -2770,12 +2770,12 @@ _Libraries for connecting to, operating, and querying databases._
python-bigquery (πŸ₯ˆ39 Β· ⭐ 710) - Google BigQuery API client library. Apache-2 -- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 280 Β· πŸ“¦ 29K Β· πŸ“‹ 660 - 7% open Β· ⏱️ 06.05.2024): +- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 280 Β· πŸ“¦ 29K Β· πŸ“‹ 660 - 7% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/googleapis/python-bigquery ``` -- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 42M / month Β· πŸ“¦ 860 Β· ⏱️ 06.05.2024): +- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 43M / month Β· πŸ“¦ 860 Β· ⏱️ 06.05.2024): ``` pip install google-cloud-bigquery ``` @@ -2791,7 +2791,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/PyMySQL/PyMySQL ``` -- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 48M / month Β· πŸ“¦ 1.2K Β· ⏱️ 26.06.2023): +- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 49M / month Β· πŸ“¦ 1.2K Β· ⏱️ 26.06.2023): ``` pip install PyMySQL ``` @@ -2800,14 +2800,30 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pymysql ```
+
Ibis (πŸ₯ˆ38 Β· ⭐ 4.3K) - the portable Python dataframe library. Apache-2 + +- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 540 Β· πŸ“₯ 130 Β· πŸ“¦ 1.5K Β· πŸ“‹ 2.9K - 9% open Β· ⏱️ 15.05.2024): + + ``` + git clone https://github.com/ibis-project/ibis + ``` +- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 190K / month Β· πŸ“¦ 62 Β· ⏱️ 12.05.2024): + ``` + pip install ibis-framework + ``` +- [Conda](https://anaconda.org/conda-forge/ibis-framework) (πŸ“₯ 340K Β· ⏱️ 13.05.2024): + ``` + conda install -c conda-forge ibis-framework + ``` +
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· ⏱️ 09.05.2024): +- [GitHub](https://github.com/mongodb/mongo-python-driver) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 1.1K Β· ⏱️ 15.05.2024): ``` git clone https://github.com/mongodb/mongo-python-driver ``` -- [PyPi](https://pypi.org/project/pymongo) (πŸ“₯ 28M / month Β· πŸ“¦ 3.9K Β· ⏱️ 07.05.2024): +- [PyPi](https://pypi.org/project/pymongo) (πŸ“₯ 29M / month Β· πŸ“¦ 3.9K Β· ⏱️ 07.05.2024): ``` pip install pymongo ``` @@ -2818,12 +2834,12 @@ _Libraries for connecting to, operating, and querying databases._
AWS Data Wrangler (πŸ₯ˆ38 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“₯ 240K Β· πŸ“¦ 1.6K Β· πŸ“‹ 1.1K - 3% open Β· ⏱️ 08.05.2024): +- [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 - 3% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/awslabs/aws-data-wrangler ``` -- [PyPi](https://pypi.org/project/awswrangler) (πŸ“₯ 44M / month Β· πŸ“¦ 95 Β· ⏱️ 22.04.2024): +- [PyPi](https://pypi.org/project/awswrangler) (πŸ“₯ 45M / month Β· πŸ“¦ 95 Β· ⏱️ 22.04.2024): ``` pip install awswrangler ``` @@ -2839,7 +2855,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/sqlalchemy/alembic ``` -- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 37M / month Β· πŸ“¦ 1.4K Β· ⏱️ 20.12.2023): +- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 38M / month Β· πŸ“¦ 1.4K Β· ⏱️ 20.12.2023): ``` pip install alembic ``` @@ -2864,25 +2880,9 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge kafka-python ```
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Ibis (πŸ₯ˆ37 Β· ⭐ 4.3K) - the portable Python dataframe library. Apache-2 - -- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 290 Β· πŸ”€ 530 Β· πŸ“₯ 120 Β· πŸ“¦ 1.4K Β· πŸ“‹ 2.9K - 8% open Β· ⏱️ 09.05.2024): - - ``` - git clone https://github.com/ibis-project/ibis - ``` -- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 190K / month Β· πŸ“¦ 62 Β· ⏱️ 05.05.2024): - ``` - pip install ibis-framework - ``` -- [Conda](https://anaconda.org/conda-forge/ibis-framework) (πŸ“₯ 330K Β· ⏱️ 01.05.2024): - ``` - conda install -c conda-forge ibis-framework - ``` -
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“‹ 1.3K - 3% open Β· ⏱️ 30.04.2024): +- [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· ⏱️ 10.05.2024): ``` git clone https://github.com/elastic/elasticsearch-dsl-py @@ -2898,7 +2898,7 @@ _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”€ 590 Β· πŸ“¦ 12K Β· πŸ“‹ 390 - 60% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/tiangolo/sqlmodel) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 590 Β· πŸ“¦ 12K Β· πŸ“‹ 390 - 60% open Β· ⏱️ 10.05.2024): ``` git clone https://github.com/tiangolo/sqlmodel @@ -2919,7 +2919,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/kvesteri/sqlalchemy-utils ``` -- [PyPi](https://pypi.org/project/sqlalchemy-utils) (πŸ“₯ 6.6M / month Β· πŸ“¦ 840 Β· ⏱️ 24.03.2024): +- [PyPi](https://pypi.org/project/sqlalchemy-utils) (πŸ“₯ 6.8M / month Β· πŸ“¦ 850 Β· ⏱️ 24.03.2024): ``` pip install sqlalchemy-utils ``` @@ -2930,12 +2930,12 @@ _Libraries for connecting to, operating, and querying databases._
s3fs (πŸ₯ˆ36 Β· ⭐ 820) - S3 Filesystem. BSD-3 -- [GitHub](https://github.com/fsspec/s3fs) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 270 Β· πŸ“¦ 18K Β· πŸ“‹ 460 - 29% open Β· ⏱️ 12.04.2024): +- [GitHub](https://github.com/fsspec/s3fs) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 270 Β· πŸ“¦ 18K Β· πŸ“‹ 460 - 29% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/fsspec/s3fs ``` -- [PyPi](https://pypi.org/project/s3fs) (πŸ“₯ 250M / month Β· πŸ“¦ 930 Β· ⏱️ 18.03.2024): +- [PyPi](https://pypi.org/project/s3fs) (πŸ“₯ 250M / month Β· πŸ“¦ 940 Β· ⏱️ 15.05.2024): ``` pip install s3fs ``` @@ -2951,23 +2951,23 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/PyMySQL/mysqlclient ``` -- [PyPi](https://pypi.org/project/mysqlclient) (πŸ“₯ 6.8M / month Β· πŸ“¦ 790 Β· ⏱️ 08.02.2024): +- [PyPi](https://pypi.org/project/mysqlclient) (πŸ“₯ 7.2M / month Β· πŸ“¦ 790 Β· ⏱️ 08.02.2024): ``` pip install mysqlclient ``` -- [Conda](https://anaconda.org/conda-forge/mysqlclient) (πŸ“₯ 350K Β· ⏱️ 10.03.2024): +- [Conda](https://anaconda.org/conda-forge/mysqlclient) (πŸ“₯ 360K 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“¦ 89K Β· ⏱️ 19.04.2024): +- [GitHub](https://github.com/mongodb/motor) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 210 Β· πŸ“¦ 89K Β· ⏱️ 15.05.2024): ``` git clone https://github.com/mongodb/motor ``` -- [PyPi](https://pypi.org/project/motor) (πŸ“₯ 1.7M / month Β· πŸ“¦ 540 Β· ⏱️ 26.03.2024): +- [PyPi](https://pypi.org/project/motor) (πŸ“₯ 1.8M / month Β· πŸ“¦ 540 Β· ⏱️ 26.03.2024): ``` pip install motor ``` @@ -2978,12 +2978,12 @@ _Libraries for connecting to, operating, and querying databases._
tortoise-orm (πŸ₯ˆ34 Β· ⭐ 4.3K) - 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”€ 350 Β· πŸ“₯ 13 Β· πŸ“¦ 7.6K Β· πŸ“‹ 1.1K - 52% open Β· ⏱️ 07.05.2024): +- [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 - 51% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/tortoise/tortoise-orm ``` -- [PyPi](https://pypi.org/project/tortoise-orm) (πŸ“₯ 140K / month Β· πŸ“¦ 110 Β· ⏱️ 26.04.2024): +- [PyPi](https://pypi.org/project/tortoise-orm) (πŸ“₯ 140K / month Β· πŸ“¦ 160 Β· ⏱️ 26.04.2024): ``` pip install tortoise-orm ``` @@ -2994,7 +2994,7 @@ _Libraries for connecting to, operating, and querying databases._
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”€ 780 Β· πŸ“‹ 540 - 19% open Β· ⏱️ 16.04.2024): +- [GitHub](https://github.com/prometheus/client_python) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 790 Β· πŸ“‹ 550 - 19% open Β· ⏱️ 16.04.2024): ``` git clone https://github.com/prometheus/client_python @@ -3015,7 +3015,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/encode/databases ``` -- [PyPi](https://pypi.org/project/databases) (πŸ“₯ 550K / month Β· πŸ“¦ 160 Β· ⏱️ 01.03.2024): +- [PyPi](https://pypi.org/project/databases) (πŸ“₯ 590K / month Β· πŸ“¦ 160 Β· ⏱️ 01.03.2024): ``` pip install databases ``` @@ -3035,19 +3035,19 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install pypika ``` -- [Conda](https://anaconda.org/conda-forge/pypika) (πŸ“₯ 13K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/pypika) (πŸ“₯ 14K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge pypika ```
minio (πŸ₯ˆ34 Β· ⭐ 780) - MinIO Client SDK for Python. Apache-2 -- [GitHub](https://github.com/minio/minio-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 310 Β· πŸ“¦ 7.4K Β· πŸ“‹ 560 - 1% open Β· ⏱️ 30.04.2024): +- [GitHub](https://github.com/minio/minio-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 310 Β· πŸ“¦ 7.5K Β· πŸ“‹ 560 - 1% open Β· ⏱️ 30.04.2024): ``` git clone https://github.com/minio/minio-py ``` -- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 2.3M / month Β· πŸ“¦ 500 Β· ⏱️ 30.04.2024): +- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 2.5M / month Β· πŸ“¦ 500 Β· ⏱️ 30.04.2024): ``` pip install minio ``` @@ -3058,7 +3058,7 @@ _Libraries for connecting to, operating, and querying databases._
s3transfer (πŸ₯ˆ34 Β· ⭐ 200) - Amazon S3 Transfer Manager for Python. Apache-2 -- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 130 Β· πŸ“¦ 280K Β· πŸ“‹ 87 - 58% open Β· ⏱️ 02.04.2024): +- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 130 Β· πŸ“¦ 290K Β· πŸ“‹ 87 - 58% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/boto/s3transfer @@ -3074,12 +3074,12 @@ _Libraries for connecting to, operating, and querying databases._
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”€ 540 Β· πŸ“¦ 6.8K Β· ⏱️ 03.05.2024): +- [GitHub](https://github.com/datastax/python-driver) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 540 Β· πŸ“¦ 6.9K Β· ⏱️ 03.05.2024): ``` git clone https://github.com/datastax/python-driver ``` -- [PyPi](https://pypi.org/project/cassandra-driver) (πŸ“₯ 1.7M / month Β· πŸ“¦ 190 Β· ⏱️ 20.03.2024): +- [PyPi](https://pypi.org/project/cassandra-driver) (πŸ“₯ 1.8M / month Β· πŸ“¦ 190 Β· ⏱️ 20.03.2024): ``` pip install cassandra-driver ``` @@ -3090,7 +3090,7 @@ _Libraries for connecting to, operating, and querying databases._
neo4j-driver (πŸ₯‰33 Β· ⭐ 870) - Neo4j Bolt driver for Python. Apache-2 -- [GitHub](https://github.com/neo4j/neo4j-python-driver) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 190 Β· πŸ“¦ 9.1K Β· πŸ“‹ 240 - 1% open Β· ⏱️ 03.05.2024): +- [GitHub](https://github.com/neo4j/neo4j-python-driver) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 190 Β· πŸ“¦ 9.2K Β· πŸ“‹ 240 - 1% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/neo4j/neo4j-python-driver @@ -3106,7 +3106,7 @@ _Libraries for connecting to, operating, and querying databases._
pandas-gbq (πŸ₯‰33 Β· ⭐ 420) - Google BigQuery connector for pandas. BSD-3 -- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 120 Β· πŸ“₯ 350 Β· πŸ“¦ 10K Β· πŸ“‹ 340 - 10% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 120 Β· πŸ“₯ 350 Β· πŸ“¦ 10K Β· πŸ“‹ 340 - 10% open Β· ⏱️ 09.05.2024): ``` git clone https://github.com/googleapis/python-bigquery-pandas @@ -3152,14 +3152,14 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pony ```
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libcloud (πŸ₯‰32 Β· ⭐ 2K Β· πŸ“‰) - Apache Libcloud is a Python library which hides differences.. Apache-2 +
libcloud (πŸ₯‰32 Β· ⭐ 2K) - Apache Libcloud is a Python library which hides differences between.. Apache-2 - [GitHub](https://github.com/apache/libcloud) (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 930 Β· πŸ“‹ 210 - 40% open Β· ⏱️ 27.04.2024): ``` git clone https://github.com/apache/libcloud ``` -- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 210K / month Β· πŸ“¦ 160 Β· ⏱️ 10.08.2023): +- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 200K / month Β· πŸ“¦ 160 Β· ⏱️ 10.08.2023): ``` pip install apache-libcloud ``` @@ -3187,7 +3187,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install pynamodb ``` -- [Conda](https://anaconda.org/conda-forge/pynamodb) (πŸ“₯ 600K Β· ⏱️ 17.01.2024): +- [Conda](https://anaconda.org/conda-forge/pynamodb) (πŸ“₯ 620K Β· ⏱️ 17.01.2024): ``` conda install -c conda-forge pynamodb ``` @@ -3210,16 +3210,16 @@ _Libraries for connecting to, operating, and querying databases._
cx-Oracle (πŸ₯‰31 Β· ⭐ 880) - Python interface to Oracle Database now superseded by python-oracledb. BSD-3 -- [GitHub](https://github.com/oracle/python-cx_Oracle) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 360 Β· πŸ“¦ 8.2K Β· πŸ“‹ 650 - 4% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/oracle/python-cx_Oracle) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 360 Β· πŸ“¦ 8.3K Β· πŸ“‹ 650 - 4% open Β· ⏱️ 08.05.2024): ``` git clone https://github.com/oracle/python-cx_Oracle ``` -- [PyPi](https://pypi.org/project/cx-Oracle) (πŸ“₯ 4M / month Β· πŸ“¦ 360 Β· ⏱️ 20.07.2023): +- [PyPi](https://pypi.org/project/cx-Oracle) (πŸ“₯ 4M / month Β· πŸ“¦ 420 Β· ⏱️ 20.07.2023): ``` pip install cx-Oracle ``` -- [Conda](https://anaconda.org/conda-forge/cx_oracle) (πŸ“₯ 560K Β· ⏱️ 24.09.2023): +- [Conda](https://anaconda.org/conda-forge/cx_oracle) (πŸ“₯ 570K Β· ⏱️ 24.09.2023): ``` conda install -c conda-forge cx_oracle ``` @@ -3235,42 +3235,42 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install dataset ``` -- [Conda](https://anaconda.org/conda-forge/dataset) (πŸ“₯ 8.5K Β· ⏱️ 12.07.2023): +- [Conda](https://anaconda.org/conda-forge/dataset) (πŸ“₯ 8.6K Β· ⏱️ 12.07.2023): ``` conda install -c conda-forge dataset ```
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confluent-kafka-python (πŸ₯‰29 Β· ⭐ 3.6K Β· πŸ“ˆ) - Confluents Kafka Python Client. Apache-2 +
confluent-kafka-python (πŸ₯‰29 Β· ⭐ 3.6K) - Confluents Kafka Python Client. Apache-2 - [GitHub](https://github.com/confluentinc/confluent-kafka-python) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 880 Β· πŸ“¦ 9.7K): ``` git clone https://github.com/confluentinc/confluent-kafka-python ``` -- [PyPi](https://pypi.org/project/confluent-kafka) (πŸ“₯ 13M / month Β· πŸ“¦ 520 Β· ⏱️ 07.05.2024): +- [PyPi](https://pypi.org/project/confluent-kafka) (πŸ“₯ 14M / month Β· πŸ“¦ 520 Β· ⏱️ 07.05.2024): ``` pip install confluent-kafka ``` -- [Conda](https://anaconda.org/conda-forge/python-confluent-kafka) (πŸ“₯ 860K Β· ⏱️ 08.05.2024): +- [Conda](https://anaconda.org/conda-forge/python-confluent-kafka) (πŸ“₯ 870K Β· ⏱️ 08.05.2024): ``` conda install -c conda-forge python-confluent-kafka ```
piccolos (πŸ₯‰29 Β· ⭐ 1.3K) - A fast, user friendly ORM and query builder which supports asyncio. MIT -- [GitHub](https://github.com/piccolo-orm/piccolo) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 85 Β· πŸ“¦ 350 Β· πŸ“‹ 380 - 33% open Β· ⏱️ 06.04.2024): +- [GitHub](https://github.com/piccolo-orm/piccolo) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 85 Β· πŸ“¦ 360 Β· πŸ“‹ 380 - 33% open Β· ⏱️ 06.04.2024): ``` git clone https://github.com/piccolo-orm/piccolo ``` -- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 18K / month Β· πŸ“¦ 16 Β· ⏱️ 22.03.2024): +- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 19K / month Β· πŸ“¦ 16 Β· ⏱️ 22.03.2024): ``` pip install piccolo ```
pysolr (πŸ₯‰29 Β· ⭐ 660) - Pysolr Python Solr client. BSD-3 -- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 340 Β· πŸ“¦ 3.4K Β· πŸ“‹ 150 - 18% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 340 Β· πŸ“¦ 3.4K Β· πŸ“‹ 160 - 18% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/django-haystack/pysolr @@ -3291,19 +3291,19 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/RobertCraigie/prisma-client-py ``` -- [PyPi](https://pypi.org/project/prisma) (πŸ“₯ 73K / month Β· πŸ“¦ 16 Β· ⏱️ 24.03.2024): +- [PyPi](https://pypi.org/project/prisma) (πŸ“₯ 75K / month Β· πŸ“¦ 16 Β· ⏱️ 24.03.2024): ``` pip install prisma ```
HappyBase (πŸ₯‰27 Β· ⭐ 610) - A developer-friendly Python library to interact with Apache HBase. MIT -- [GitHub](https://github.com/python-happybase/happybase) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 160 Β· πŸ“¦ 850 Β· πŸ“‹ 220 - 14% open Β· ⏱️ 04.12.2023): +- [GitHub](https://github.com/python-happybase/happybase) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 160 Β· πŸ“¦ 850 Β· πŸ“‹ 220 - 15% open Β· ⏱️ 04.12.2023): ``` git clone https://github.com/python-happybase/happybase ``` -- [PyPi](https://pypi.org/project/happybase) (πŸ“₯ 51K / month Β· πŸ“¦ 35 Β· ⏱️ 14.05.2019): +- [PyPi](https://pypi.org/project/happybase) (πŸ“₯ 50K / month Β· πŸ“¦ 35 Β· ⏱️ 14.05.2019): ``` pip install happybase ``` @@ -3312,33 +3312,33 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge happybase ```
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ODMantic (πŸ₯‰26 Β· ⭐ 980) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC +
ODMantic (πŸ₯‰26 Β· ⭐ 990) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC -- [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): +- [GitHub](https://github.com/art049/odmantic) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 92 Β· πŸ“¦ 3.3K Β· πŸ“‹ 180 - 50% open Β· ⏱️ 26.04.2024): ``` git clone https://github.com/art049/odmantic ``` -- [PyPi](https://pypi.org/project/odmantic) (πŸ“₯ 25K / month Β· πŸ“¦ 8 Β· ⏱️ 26.04.2024): +- [PyPi](https://pypi.org/project/odmantic) (πŸ“₯ 26K / month Β· πŸ“¦ 8 Β· ⏱️ 26.04.2024): ``` pip install odmantic ```
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filedepot (πŸ₯‰26 Β· ⭐ 160) - Toolkit for storing files and attachments in web applications. MIT +
filedepot (πŸ₯‰25 Β· ⭐ 160) - Toolkit for storing files and attachments in web applications. MIT - [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/amol-/depot ``` -- [PyPi](https://pypi.org/project/filedepot) (πŸ“₯ 11K / month Β· πŸ“¦ 9 Β· ⏱️ 22.02.2024): +- [PyPi](https://pypi.org/project/filedepot) (πŸ“₯ 12K / month Β· πŸ“¦ 9 Β· ⏱️ 22.02.2024): ``` 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“¦ 310 Β· πŸ“‹ 36 - 33% open Β· ⏱️ 27.12.2023): +- [GitHub](https://github.com/claws/aioprometheus) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 19 Β· πŸ“¦ 320 Β· πŸ“‹ 36 - 33% open Β· ⏱️ 27.12.2023): ``` git clone https://github.com/claws/aioprometheus @@ -3350,7 +3350,7 @@ _Libraries for connecting to, operating, and querying databases._
psycopg3 (πŸ₯‰19 Β· ⭐ 1.5K) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0 -- [GitHub](https://github.com/psycopg/psycopg) (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 140 Β· πŸ“‹ 450 - 8% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/psycopg/psycopg) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 150 Β· πŸ“‹ 450 - 7% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/psycopg/psycopg @@ -3358,23 +3358,23 @@ _Libraries for connecting to, operating, and querying databases._
Show 17 hidden projects... -- psycopg2 (πŸ₯ˆ37 Β· ⭐ 3.2K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution +- psycopg2 (πŸ₯ˆ38 Β· ⭐ 3.2K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution - pyodbc (πŸ₯ˆ35 Β· ⭐ 2.9K) - Python ODBC bridge. ❗️MIT-0 -- google-cloud-bigtable (πŸ₯‰30 Β· ⭐ 64) - Google Cloud Bigtable API client library. Apache-2 -- gino (πŸ₯‰29 Β· ⭐ 2.6K Β· πŸ’€) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3 +- google-cloud-bigtable (πŸ₯‰31 Β· ⭐ 63) - Google Cloud Bigtable API client library. Apache-2 - redis-py-cluster (πŸ₯‰29 Β· ⭐ 1.1K Β· πŸ’€) - Python cluster client for the official redis cluster... MIT +- gino (πŸ₯‰28 Β· ⭐ 2.6K Β· πŸ’€) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3 - mongo-connector (πŸ₯‰28 Β· ⭐ 1.9K Β· πŸ’€) - MongoDB data stream pipeline tools by YouGov (adopted.. Apache-2 +- cloudant (πŸ₯‰28 Β· ⭐ 160 Β· πŸ’€) - A Python library for Cloudant and CouchDB. Apache-2 - umongo (πŸ₯‰27 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₯‰22 Β· ⭐ 310 Β· πŸ’€) - SAP HANA Connector in pure Python. Apache-2 +- pyhdb (πŸ₯‰24 Β· ⭐ 310 Β· πŸ’€) - SAP HANA Connector in pure Python. Apache-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 +- py2neo (πŸ₯‰21 Β· ⭐ 13) - EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2 +- PugSQL (πŸ₯‰20 Β· ⭐ 670 Β· πŸ’€) - A HugSQL-inspired database library for Python. Apache-2 - db.py (πŸ₯‰19 Β· ⭐ 1.2K Β· πŸ’€) - db.py is an easier way to interact with your databases. BSD-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 - SuperSQLite (πŸ₯‰15 Β· ⭐ 720 Β· πŸ’€) - A supercharged SQLite library for Python. MIT +- lazydata (πŸ₯‰15 Β· ⭐ 630 Β· πŸ’€) - Lazydata: Scalable data dependencies for Python projects. Apache-2

@@ -3384,34 +3384,34 @@ _Libraries for connecting to, operating, and querying databases._ _Libraries for loading, collecting, and extracting data from a variety of data sources and formats._ -
Datasets (πŸ₯‡43 Β· ⭐ 18K) - The largest hub of ready-to-use datasets for ML models with fast,.. Apache-2 +
Datasets (πŸ₯‡43 Β· ⭐ 19K) - 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“¦ 48K Β· πŸ“‹ 2.8K - 24% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/huggingface/datasets) (πŸ‘¨β€πŸ’» 560 Β· πŸ”€ 2.5K Β· πŸ“¦ 49K Β· πŸ“‹ 2.8K - 24% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/huggingface/datasets ``` -- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 9.5M / month Β· πŸ“¦ 1.6K Β· ⏱️ 06.05.2024): +- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 9.7M / month Β· πŸ“¦ 1.6K Β· ⏱️ 06.05.2024): ``` pip install datasets ``` -- [Conda](https://anaconda.org/conda-forge/datasets) (πŸ“₯ 740K Β· ⏱️ 06.05.2024): +- [Conda](https://anaconda.org/conda-forge/datasets) (πŸ“₯ 750K Β· ⏱️ 06.05.2024): ``` 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’» 580 Β· πŸ”€ 1.9K Β· πŸ“¦ 210K Β· πŸ“‹ 720 - 2% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/joke2k/faker) (πŸ‘¨β€πŸ’» 580 Β· πŸ”€ 1.9K Β· πŸ“¦ 210K Β· πŸ“‹ 720 - 2% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/joke2k/faker ``` -- [PyPi](https://pypi.org/project/Faker) (πŸ“₯ 15M / month Β· πŸ“¦ 1.6K Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/Faker) (πŸ“₯ 15M / month Β· πŸ“¦ 1.6K Β· ⏱️ 13.05.2024): ``` pip install Faker ``` -- [Conda](https://anaconda.org/conda-forge/faker) (πŸ“₯ 920K Β· ⏱️ 09.05.2024): +- [Conda](https://anaconda.org/conda-forge/faker) (πŸ“₯ 930K Β· ⏱️ 14.05.2024): ``` conda install -c conda-forge faker ``` @@ -3427,14 +3427,14 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` pip install tablib ``` -- [Conda](https://anaconda.org/conda-forge/tablib) (πŸ“₯ 96K Β· ⏱️ 04.04.2024): +- [Conda](https://anaconda.org/conda-forge/tablib) (πŸ“₯ 97K Β· ⏱️ 04.04.2024): ``` conda install -c conda-forge tablib ```
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xlwings (πŸ₯ˆ36 Β· ⭐ 2.8K) - xlwings is a Python library that makes it easy to call Python from.. BSD-3 +
xlwings (πŸ₯ˆ36 Β· ⭐ 2.9K) - xlwings is a Python library that makes it easy to call Python from.. BSD-3 -- [GitHub](https://github.com/xlwings/xlwings) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 480 Β· πŸ“₯ 18K Β· πŸ“¦ 31K Β· πŸ“‹ 1.9K - 18% open Β· ⏱️ 22.04.2024): +- [GitHub](https://github.com/xlwings/xlwings) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 480 Β· πŸ“₯ 18K Β· πŸ“¦ 31K Β· πŸ“‹ 1.9K - 18% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/xlwings/xlwings @@ -3480,52 +3480,52 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge smart_open ```
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csvkit (πŸ₯ˆ34 Β· ⭐ 5.8K) - A suite of utilities for converting to and working with CSV, the king of.. MIT +
gdown (πŸ₯ˆ34 Β· ⭐ 3.9K Β· πŸ“ˆ) - Google Drive Public File Downloader when Curl/Wget Fails. MIT -- [GitHub](https://github.com/wireservice/csvkit) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 600 Β· πŸ“¦ 1.6K Β· πŸ“‹ 900 - 2% open Β· ⏱️ 02.05.2024): +- [GitHub](https://github.com/wkentaro/gdown) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 330 Β· πŸ“¦ 30K Β· πŸ“‹ 170 - 19% open Β· ⏱️ 12.05.2024): ``` - git clone https://github.com/wireservice/csvkit + git clone https://github.com/wkentaro/gdown ``` -- [PyPi](https://pypi.org/project/csvkit) (πŸ“₯ 160K / month Β· πŸ“¦ 39 Β· ⏱️ 01.05.2024): +- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 1.5M / month Β· πŸ“¦ 770 Β· ⏱️ 12.05.2024): ``` - pip install csvkit + pip install gdown ``` -- [Conda](https://anaconda.org/conda-forge/csvkit) (πŸ“₯ 110K Β· ⏱️ 02.05.2024): +- [Conda](https://anaconda.org/conda-forge/gdown) (πŸ“₯ 280K Β· ⏱️ 12.05.2024): ``` - conda install -c conda-forge csvkit + conda install -c conda-forge gdown ```
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python-magic (πŸ₯ˆ34 Β· ⭐ 2.5K Β· πŸ’€) - A python wrapper for libmagic. MIT +
csvkit (πŸ₯ˆ33 Β· ⭐ 5.8K Β· πŸ“‰) - A suite of utilities for converting to and working with CSV, the king.. MIT -- [GitHub](https://github.com/ahupp/python-magic) (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 280 Β· πŸ“¦ 57K Β· πŸ“‹ 210 - 9% open Β· ⏱️ 09.10.2023): +- [GitHub](https://github.com/wireservice/csvkit) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 600 Β· πŸ“¦ 1.6K Β· πŸ“‹ 900 - 3% open Β· ⏱️ 02.05.2024): ``` - git clone https://github.com/ahupp/python-magic + git clone https://github.com/wireservice/csvkit ``` -- [PyPi](https://pypi.org/project/python-magic) (πŸ“₯ 8.7M / month Β· πŸ“¦ 1.4K Β· ⏱️ 07.06.2022): +- [PyPi](https://pypi.org/project/csvkit) (πŸ“₯ 160K / month Β· πŸ“¦ 39 Β· ⏱️ 01.05.2024): ``` - pip install python-magic + pip install csvkit ``` -- [Conda](https://anaconda.org/conda-forge/python-magic) (πŸ“₯ 250K Β· ⏱️ 25.09.2023): +- [Conda](https://anaconda.org/conda-forge/csvkit) (πŸ“₯ 110K Β· ⏱️ 02.05.2024): ``` - conda install -c conda-forge python-magic + conda install -c conda-forge csvkit ```
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gdown (πŸ₯ˆ32 Β· ⭐ 3.9K) - Google Drive Public File Downloader when Curl/Wget Fails. MIT +
python-magic (πŸ₯ˆ33 Β· ⭐ 2.6K) - A python wrapper for libmagic. MIT -- [GitHub](https://github.com/wkentaro/gdown) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 320 Β· πŸ“¦ 30K Β· πŸ“‹ 170 - 19% open Β· ⏱️ 11.02.2024): +- [GitHub](https://github.com/ahupp/python-magic) (πŸ‘¨β€πŸ’» 62 Β· πŸ”€ 280 Β· πŸ“¦ 57K Β· πŸ“‹ 210 - 9% open Β· ⏱️ 15.05.2024): ``` - git clone https://github.com/wkentaro/gdown + git clone https://github.com/ahupp/python-magic ``` -- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 1.5M / month Β· πŸ“¦ 770 Β· ⏱️ 03.02.2024): +- [PyPi](https://pypi.org/project/python-magic) (πŸ“₯ 8.6M / month Β· πŸ“¦ 1.4K Β· ⏱️ 07.06.2022): ``` - pip install gdown + pip install python-magic ``` -- [Conda](https://anaconda.org/conda-forge/gdown) (πŸ“₯ 270K Β· ⏱️ 03.02.2024): +- [Conda](https://anaconda.org/conda-forge/python-magic) (πŸ“₯ 250K Β· ⏱️ 25.09.2023): ``` - conda install -c conda-forge gdown + conda install -c conda-forge python-magic ```
pandas-datareader (πŸ₯ˆ32 Β· ⭐ 2.8K Β· πŸ’€) - Extract data from a wide range of Internet sources.. BSD-3 @@ -3535,7 +3535,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/pydata/pandas-datareader ``` -- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 470K / month Β· πŸ“¦ 260 Β· ⏱️ 13.07.2021): +- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 480K / month Β· πŸ“¦ 260 Β· ⏱️ 13.07.2021): ``` pip install pandas-datareader ``` @@ -3544,18 +3544,18 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge pandas-datareader ```
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Intake (πŸ₯‰31 Β· ⭐ 980) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2 +
Intake (πŸ₯ˆ32 Β· ⭐ 990) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2 -- [GitHub](https://github.com/intake/intake) (πŸ‘¨β€πŸ’» 89 Β· πŸ”€ 140 Β· πŸ“¦ 2.3K Β· πŸ“‹ 370 - 28% open Β· ⏱️ 06.05.2024): +- [GitHub](https://github.com/intake/intake) (πŸ‘¨β€πŸ’» 89 Β· πŸ”€ 140 Β· πŸ“¦ 2.3K Β· πŸ“‹ 370 - 28% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/intake/intake ``` -- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 74K / month Β· πŸ“¦ 170 Β· ⏱️ 24.04.2024): +- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 75K / month Β· πŸ“¦ 170 Β· ⏱️ 24.04.2024): ``` pip install intake ``` -- [Conda](https://anaconda.org/conda-forge/intake) (πŸ“₯ 570K Β· ⏱️ 24.04.2024): +- [Conda](https://anaconda.org/conda-forge/intake) (πŸ“₯ 580K Β· ⏱️ 24.04.2024): ``` conda install -c conda-forge intake ``` @@ -3567,7 +3567,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/snorkel-team/snorkel ``` -- [PyPi](https://pypi.org/project/snorkel) (πŸ“₯ 30K / month Β· πŸ“¦ 18 Β· ⏱️ 27.02.2024): +- [PyPi](https://pypi.org/project/snorkel) (πŸ“₯ 32K / month Β· πŸ“¦ 18 Β· ⏱️ 27.02.2024): ``` pip install snorkel ``` @@ -3583,7 +3583,7 @@ _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“₯ 150K / month Β· πŸ“¦ 55 Β· ⏱️ 10.03.2022): +- [PyPi](https://pypi.org/project/textract) (πŸ“₯ 160K / month Β· πŸ“¦ 56 Β· ⏱️ 10.03.2022): ``` pip install textract ``` @@ -3594,62 +3594,62 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
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“¦ 150 Β· πŸ“‹ 250 - 43% open Β· ⏱️ 22.02.2024): +- [GitHub](https://github.com/rom1504/img2dataset) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 310 Β· πŸ“₯ 1.7K Β· πŸ“¦ 150 Β· πŸ“‹ 250 - 43% open Β· ⏱️ 22.02.2024): ``` git clone https://github.com/rom1504/img2dataset ``` -- [PyPi](https://pypi.org/project/img2dataset) (πŸ“₯ 44K / month Β· πŸ“¦ 2 Β· ⏱️ 22.01.2024): +- [PyPi](https://pypi.org/project/img2dataset) (πŸ“₯ 39K / month Β· πŸ“¦ 2 Β· ⏱️ 22.01.2024): ``` pip install img2dataset ```
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camelot (πŸ₯‰23 Β· ⭐ 2.7K Β· πŸ’€) - A Python library to extract tabular data from PDFs. MIT +
rows (πŸ₯‰24 Β· ⭐ 860) - A common, beautiful interface to tabular data, no matter the format. ❗️LGPL-3.0 -- [GitHub](https://github.com/camelot-dev/camelot) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 430 Β· πŸ“‹ 380 - 70% open Β· ⏱️ 02.10.2023): +- [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· ⏱️ 13.05.2024): ``` - git clone https://github.com/camelot-dev/camelot + git clone https://github.com/turicas/rows ``` -- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 6.5K / month Β· πŸ“¦ 6 Β· ⏱️ 15.12.2021): +- [PyPi](https://pypi.org/project/rows) (πŸ“₯ 1.8K / month Β· πŸ“¦ 6 Β· ⏱️ 15.12.2021): ``` - pip install camelot + pip install rows ```
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rows (πŸ₯‰23 Β· ⭐ 860) - A common, beautiful interface to tabular data, no matter the format. ❗️LGPL-3.0 +
camelot (πŸ₯‰23 Β· ⭐ 2.7K Β· πŸ’€) - A Python library to extract tabular data from PDFs. MIT -- [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): +- [GitHub](https://github.com/camelot-dev/camelot) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 430 Β· πŸ“‹ 380 - 70% open Β· ⏱️ 02.10.2023): ``` - git clone https://github.com/turicas/rows + git clone https://github.com/camelot-dev/camelot ``` -- [PyPi](https://pypi.org/project/rows) (πŸ“₯ 1.7K / month Β· πŸ“¦ 6 Β· ⏱️ 15.12.2021): +- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 6.3K / month Β· πŸ“¦ 6 Β· ⏱️ 15.12.2021): ``` - pip install rows + pip install camelot ```
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Upgini (πŸ₯‰21 Β· ⭐ 290) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3 +
excalibur (πŸ₯‰21 Β· ⭐ 1.5K Β· πŸ’€) - A web interface to extract tabular data from PDFs. MIT -- [GitHub](https://github.com/upgini/upgini) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 24 Β· πŸ“¦ 6 Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/camelot-dev/excalibur) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 220 Β· πŸ“₯ 12K Β· πŸ“‹ 130 - 68% open Β· ⏱️ 15.07.2023): ``` - git clone https://github.com/upgini/upgini + git clone https://github.com/camelot-dev/excalibur ``` -- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 8.2K / month Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/excalibur-py) (πŸ“₯ 1.7K / month Β· ⏱️ 21.03.2020): ``` - pip install upgini + pip install excalibur-py ```
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excalibur (πŸ₯‰20 Β· ⭐ 1.5K Β· πŸ’€) - A web interface to extract tabular data from PDFs. MIT +
Upgini (πŸ₯‰21 Β· ⭐ 290) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3 -- [GitHub](https://github.com/camelot-dev/excalibur) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 220 Β· πŸ“₯ 12K Β· πŸ“‹ 130 - 68% open Β· ⏱️ 15.07.2023): +- [GitHub](https://github.com/upgini/upgini) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 24 Β· πŸ“¦ 6 Β· ⏱️ 15.05.2024): ``` - git clone https://github.com/camelot-dev/excalibur + git clone https://github.com/upgini/upgini ``` -- [PyPi](https://pypi.org/project/excalibur-py) (πŸ“₯ 1.7K / month Β· ⏱️ 21.03.2020): +- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 9.2K / month Β· ⏱️ 15.05.2024): ``` - pip install excalibur-py + pip install upgini ```
Squirrel (πŸ₯‰17 Β· ⭐ 280) - A Python library that enables ML teams to share, load, and transform.. Apache-2 @@ -3659,7 +3659,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/merantix-momentum/squirrel-core ``` -- [PyPi](https://pypi.org/project/squirrel-core) (πŸ“₯ 1.3K / month Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/squirrel-core) (πŸ“₯ 1.6K / month Β· ⏱️ 08.05.2024): ``` pip install squirrel-core ``` @@ -3670,17 +3670,17 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
Show 11 hidden projects... -- SDV (πŸ₯ˆ32 Β· ⭐ 2.2K) - 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 +- SDV (πŸ₯‰31 Β· ⭐ 2.2K) - Synthetic data generation for tabular data. ❗️SSPL-1.0 - 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 - pyexcel-xlsx (πŸ₯‰23 Β· ⭐ 110 Β· πŸ’€) - A wrapper library to read, manipulate and write data in xlsx.. BSD-3 -- borb (πŸ₯‰21 Β· ⭐ 3.3K) - borb is a library for reading, creating and manipulating PDF files.. ❗Unlicensed +- borb (πŸ₯‰22 Β· ⭐ 3.3K) - borb is a library for reading, creating and manipulating PDF files.. ❗Unlicensed - datatest (πŸ₯‰21 Β· ⭐ 290 Β· πŸ’€) - Tools for test driven data-wrangling and data validation. Apache-2 -- csvs-to-sqlite (πŸ₯‰16 Β· ⭐ 860 Β· πŸ’€) - Convert CSV files into a SQLite database. Apache-2 +- csvs-to-sqlite (πŸ₯‰15 Β· ⭐ 860 Β· πŸ’€) - Convert CSV files into a SQLite database. Apache-2

@@ -3692,7 +3692,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Airflow (πŸ₯‡49 Β· ⭐ 35K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2 -- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3.3K Β· πŸ”€ 14K Β· πŸ“₯ 620K Β· πŸ“¦ 11K Β· πŸ“‹ 9.2K - 10% open Β· ⏱️ 09.05.2024): +- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3.3K Β· πŸ”€ 14K Β· πŸ“₯ 620K Β· πŸ“¦ 11K Β· πŸ“‹ 9.2K - 10% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/apache/airflow @@ -3705,14 +3705,14 @@ _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“₯ 1.1B Β· ⭐ 510 Β· ⏱️ 06.05.2024): +- [Docker Hub](https://hub.docker.com/r/apache/airflow) (πŸ“₯ 1.2B Β· ⭐ 520 Β· ⏱️ 06.05.2024): ``` docker pull apache/airflow ```
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· ⏱️ 09.05.2024): +- [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· ⏱️ 15.05.2024): ``` git clone https://github.com/celery/celery @@ -3728,28 +3728,28 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Beam (πŸ₯‡44 Β· ⭐ 7.6K) - 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· ⏱️ 09.05.2024): +- [GitHub](https://github.com/apache/beam) (πŸ‘¨β€πŸ’» 1.6K Β· πŸ”€ 4.1K Β· πŸ“¦ 7K Β· πŸ“‹ 6.8K - 64% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/apache/beam ``` -- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 7.2M / month Β· πŸ“¦ 150 Β· ⏱️ 02.05.2024): +- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 7.7M / month Β· πŸ“¦ 150 Β· ⏱️ 02.05.2024): ``` pip install apache-beam ``` -- [Conda](https://anaconda.org/conda-forge/apache-beam-with-aws) (πŸ“₯ 68K Β· ⏱️ 08.05.2024): +- [Conda](https://anaconda.org/conda-forge/apache-beam-with-aws) (πŸ“₯ 70K Β· ⏱️ 08.05.2024): ``` 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“‹ 5K - 16% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/PrefectHQ/prefect) (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 1.5K Β· πŸ“¦ 4.9K Β· πŸ“‹ 5K - 17% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/PrefectHQ/prefect ``` -- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 1.2M / month Β· πŸ“¦ 250 Β· ⏱️ 02.05.2024): +- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 1.5M / month Β· πŸ“¦ 250 Β· ⏱️ 13.05.2024): ``` pip install prefect ``` @@ -3760,23 +3760,23 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
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“¦ 2.3K Β· πŸ“‹ 7.3K - 33% open Β· ⏱️ 09.05.2024): +- [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· ⏱️ 15.05.2024): ``` git clone https://github.com/dagster-io/dagster ``` -- [PyPi](https://pypi.org/project/dagster) (πŸ“₯ 870K / month Β· πŸ“¦ 170 Β· ⏱️ 02.05.2024): +- [PyPi](https://pypi.org/project/dagster) (πŸ“₯ 920K / month Β· πŸ“¦ 170 Β· ⏱️ 09.05.2024): ``` pip install dagster ``` -- [Conda](https://anaconda.org/conda-forge/dagster) (πŸ“₯ 1.1M Β· ⏱️ 03.05.2024): +- [Conda](https://anaconda.org/conda-forge/dagster) (πŸ“₯ 1.1M Β· ⏱️ 09.05.2024): ``` conda install -c conda-forge dagster ```
rq (πŸ₯ˆ40 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“‹ 1.2K - 17% open Β· ⏱️ 02.05.2024): +- [GitHub](https://github.com/rq/rq) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.4K Β· πŸ“¦ 16K Β· πŸ“‹ 1.2K - 17% open Β· ⏱️ 12.05.2024): ``` git clone https://github.com/rq/rq @@ -3797,7 +3797,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/joblib/joblib ``` -- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 55M / month Β· πŸ“¦ 5.8K Β· ⏱️ 02.05.2024): +- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 56M / month Β· πŸ“¦ 5.8K Β· ⏱️ 02.05.2024): ``` pip install joblib ``` @@ -3808,7 +3808,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Great Expectations (πŸ₯ˆ39 Β· ⭐ 9.5K) - Always know what to expect from your data. Apache-2 -- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 1.5K Β· πŸ“‹ 1.9K - 10% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 1.5K Β· πŸ“‹ 1.9K - 10% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/great-expectations/great_expectations @@ -3817,37 +3817,37 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` pip install great_expectations ``` -- [Conda](https://anaconda.org/conda-forge/great-expectations) (πŸ“₯ 780K Β· ⏱️ 29.04.2024): +- [Conda](https://anaconda.org/conda-forge/great-expectations) (πŸ“₯ 790K Β· ⏱️ 29.04.2024): ``` conda install -c conda-forge great-expectations ```
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Kedro (πŸ₯ˆ38 Β· ⭐ 9.4K) - Kedro is a toolbox for production-ready data science. It uses software.. Apache-2 +
dbt (πŸ₯ˆ39 Β· ⭐ 9K Β· πŸ“ˆ) - dbt enables data analysts and engineers to transform their data using.. Apache-2 -- [GitHub](https://github.com/kedro-org/kedro) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 870 Β· πŸ“¦ 2.3K Β· πŸ“‹ 1.8K - 15% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/dbt-labs/dbt-core) (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.5K Β· πŸ“₯ 4.1K Β· πŸ“¦ 5K Β· πŸ“‹ 5.2K - 10% open Β· ⏱️ 15.05.2024): ``` - git clone https://github.com/kedro-org/kedro + git clone https://github.com/dbt-labs/dbt-core ``` -- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 510K / month Β· πŸ“¦ 110 Β· ⏱️ 22.04.2024): +- [PyPi](https://pypi.org/project/dbt) (πŸ“₯ 57K / month Β· πŸ“¦ 35 Β· ⏱️ 13.05.2024): ``` - pip install kedro + pip install dbt + ``` +- [Conda](https://anaconda.org/conda-forge/dbt) (πŸ“₯ 260K Β· ⏱️ 16.06.2023): + ``` + conda install -c conda-forge dbt ```
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dbt (πŸ₯ˆ38 Β· ⭐ 8.9K) - dbt enables data analysts and engineers to transform their data using the.. Apache-2 +
Kedro (πŸ₯ˆ38 Β· ⭐ 9.4K) - Kedro is a toolbox for production-ready data science. It uses software.. Apache-2 -- [GitHub](https://github.com/dbt-labs/dbt-core) (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.5K Β· πŸ“₯ 4.1K Β· πŸ“¦ 4.9K Β· πŸ“‹ 5.2K - 10% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/kedro-org/kedro) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 870 Β· πŸ“¦ 2.4K Β· πŸ“‹ 1.8K - 15% open Β· ⏱️ 16.05.2024): ``` - git clone https://github.com/dbt-labs/dbt-core - ``` -- [PyPi](https://pypi.org/project/dbt) (πŸ“₯ 55K / month Β· πŸ“¦ 35 Β· ⏱️ 30.04.2024): - ``` - pip install dbt + git clone https://github.com/kedro-org/kedro ``` -- [Conda](https://anaconda.org/conda-forge/dbt) (πŸ“₯ 260K Β· ⏱️ 16.06.2023): +- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 520K / month Β· πŸ“¦ 110 Β· ⏱️ 22.04.2024): ``` - conda install -c conda-forge dbt + pip install kedro ```
luigi (πŸ₯ˆ37 Β· ⭐ 17K) - Luigi is a Python module that helps you build complex pipelines of batch.. Apache-2 @@ -3857,7 +3857,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/spotify/luigi ``` -- [PyPi](https://pypi.org/project/luigi) (πŸ“₯ 350K / month Β· πŸ“¦ 140 Β· ⏱️ 15.01.2024): +- [PyPi](https://pypi.org/project/luigi) (πŸ“₯ 330K / month Β· πŸ“¦ 140 Β· ⏱️ 15.01.2024): ``` pip install luigi ``` @@ -3868,12 +3868,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
petl (πŸ₯ˆ35 Β· ⭐ 1.2K) - Python Extract Transform and Load Tables of Data. MIT -- [GitHub](https://github.com/petl-developers/petl) (πŸ‘¨β€πŸ’» 64 Β· πŸ”€ 190 Β· πŸ“¦ 3.6K Β· πŸ“‹ 460 - 18% open Β· ⏱️ 17.04.2024): +- [GitHub](https://github.com/petl-developers/petl) (πŸ‘¨β€πŸ’» 64 Β· πŸ”€ 190 Β· πŸ“¦ 3.7K Β· πŸ“‹ 460 - 18% open Β· ⏱️ 17.04.2024): ``` git clone https://github.com/petl-developers/petl ``` -- [PyPi](https://pypi.org/project/petl) (πŸ“₯ 2M / month Β· πŸ“¦ 44 Β· ⏱️ 12.03.2024): +- [PyPi](https://pypi.org/project/petl) (πŸ“₯ 1.8M / month Β· πŸ“¦ 44 Β· ⏱️ 12.03.2024): ``` pip install petl ``` @@ -3884,36 +3884,36 @@ _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 - 12% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/activeloopai/deeplake) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 590 Β· πŸ“¦ 2.8K Β· πŸ“‹ 450 - 11% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/activeloopai/Hub ``` -- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 4.4K / month Β· πŸ“¦ 4 Β· ⏱️ 02.02.2023): +- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 4.6K / month Β· πŸ“¦ 4 Β· ⏱️ 02.02.2023): ``` pip install hub ```
zenml (πŸ₯ˆ33 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“¦ 510 Β· πŸ“‹ 310 - 20% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/zenml-io/zenml) (πŸ‘¨β€πŸ’» 93 Β· πŸ”€ 400 Β· πŸ“₯ 1 Β· πŸ“¦ 520 Β· πŸ“‹ 310 - 21% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/zenml-io/zenml ``` -- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 23K / month Β· πŸ“¦ 3 Β· ⏱️ 02.05.2024): +- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 32K / month Β· πŸ“¦ 3 Β· ⏱️ 14.05.2024): ``` pip install zenml ```
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arq (πŸ₯ˆ31 Β· ⭐ 1.9K) - Fast job queuing and RPC in python with asyncio and redis. MIT +
arq (πŸ₯ˆ31 Β· ⭐ 2K) - Fast job queuing and RPC in python with asyncio and redis. MIT -- [GitHub](https://github.com/samuelcolvin/arq) (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 160 Β· πŸ“¦ 600 Β· πŸ“‹ 220 - 30% open Β· ⏱️ 01.05.2024): +- [GitHub](https://github.com/samuelcolvin/arq) (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 160 Β· πŸ“¦ 600 Β· πŸ“‹ 220 - 29% open Β· ⏱️ 01.05.2024): ``` git clone https://github.com/samuelcolvin/arq ``` -- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 99K / month Β· πŸ“¦ 29 Β· ⏱️ 01.05.2024): +- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 98K / month Β· πŸ“¦ 30 Β· ⏱️ 01.05.2024): ``` pip install arq ``` @@ -3924,19 +3924,19 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
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/whylabs/whylogs) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 120 Β· πŸ“₯ 27 Β· πŸ“¦ 250 Β· πŸ“‹ 430 - 3% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/whylabs/whylogs) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 120 Β· πŸ“₯ 27 Β· πŸ“¦ 250 Β· πŸ“‹ 420 - 2% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/whylabs/whylogs ``` -- [PyPi](https://pypi.org/project/whylogs) (πŸ“₯ 390K / month Β· πŸ“¦ 7 Β· ⏱️ 08.05.2024): +- [PyPi](https://pypi.org/project/whylogs) (πŸ“₯ 440K / month Β· πŸ“¦ 7 Β· ⏱️ 15.05.2024): ``` pip install whylogs ```
huey (πŸ₯‰29 Β· ⭐ 4.9K) - a little task queue for python. MIT -- [GitHub](https://github.com/coleifer/huey) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 360 Β· πŸ“¦ 1.5K Β· ⏱️ 04.04.2024): +- [GitHub](https://github.com/coleifer/huey) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 360 Β· πŸ“¦ 1.5K Β· ⏱️ 16.05.2024): ``` git clone https://github.com/coleifer/huey @@ -3957,11 +3957,11 @@ _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“₯ 9.7K / month Β· πŸ“¦ 11 Β· ⏱️ 08.02.2024): +- [PyPi](https://pypi.org/project/ploomber) (πŸ“₯ 9.9K / month Β· πŸ“¦ 11 Β· ⏱️ 08.02.2024): ``` pip install ploomber ``` -- [Conda](https://anaconda.org/conda-forge/ploomber) (πŸ“₯ 87K Β· ⏱️ 09.02.2024): +- [Conda](https://anaconda.org/conda-forge/ploomber) (πŸ“₯ 88K Β· ⏱️ 09.02.2024): ``` conda install -c conda-forge ploomber ``` @@ -3989,7 +3989,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/EntilZha/PyFunctional ``` -- [PyPi](https://pypi.org/project/pyfunctional) (πŸ“₯ 210K / 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 ``` @@ -4001,7 +4001,7 @@ _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“₯ 2.5K / month Β· πŸ“¦ 2 Β· ⏱️ 10.01.2022): +- [PyPi](https://pypi.org/project/streamparse) (πŸ“₯ 2.7K / month Β· πŸ“¦ 2 Β· ⏱️ 10.01.2022): ``` pip install streamparse ``` @@ -4013,7 +4013,7 @@ _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“₯ 11K / month Β· ⏱️ 19.07.2020): +- [PyPi](https://pypi.org/project/optimuspyspark) (πŸ“₯ 12K / month Β· ⏱️ 19.07.2020): ``` pip install optimuspyspark ``` @@ -4025,19 +4025,19 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/closeio/tasktiger ``` -- [PyPi](https://pypi.org/project/tasktiger) (πŸ“₯ 4.4K / month Β· πŸ“¦ 2 Β· ⏱️ 25.04.2024): +- [PyPi](https://pypi.org/project/tasktiger) (πŸ“₯ 3.9K / month Β· πŸ“¦ 2 Β· ⏱️ 25.04.2024): ``` pip install tasktiger ```
-
dbnd (πŸ₯‰24 Β· ⭐ 250) - DBND is an agile pipeline framework that helps data engineering teams.. Apache-2 +
dbnd (πŸ₯‰25 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): +- [GitHub](https://github.com/databand-ai/dbnd) (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 34 Β· πŸ“¦ 36 Β· πŸ“‹ 30 - 86% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/databand-ai/dbnd ``` -- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 260K / month Β· πŸ“¦ 25 Β· ⏱️ 15.03.2024): +- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 270K / month Β· πŸ“¦ 25 Β· ⏱️ 15.03.2024): ``` pip install dbnd ``` @@ -4049,7 +4049,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/analysiscenter/batchflow ``` -- [PyPi](https://pypi.org/project/batchflow) (πŸ“₯ 200 / month Β· ⏱️ 01.08.2023): +- [PyPi](https://pypi.org/project/batchflow) (πŸ“₯ 170 / month Β· ⏱️ 01.08.2023): ``` pip install batchflow ``` @@ -4061,7 +4061,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/d6t/d6tflow ``` -- [PyPi](https://pypi.org/project/d6tflow) (πŸ“₯ 310 / month Β· ⏱️ 20.02.2024): +- [PyPi](https://pypi.org/project/d6tflow) (πŸ“₯ 340 / month Β· ⏱️ 20.02.2024): ``` pip install d6tflow ``` @@ -4085,7 +4085,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/olirice/flupy ``` -- [PyPi](https://pypi.org/project/flupy) (πŸ“₯ 230K / month Β· ⏱️ 21.10.2022): +- [PyPi](https://pypi.org/project/flupy) (πŸ“₯ 220K / month Β· ⏱️ 21.10.2022): ``` pip install flupy ``` @@ -4097,7 +4097,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched - bonobo (πŸ₯‰24 Β· ⭐ 1.6K Β· πŸ’€) - Extract Transform Load for Python 3.5+. Apache-2 - 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₯‰21 Β· ⭐ 2.7K Β· πŸ’€) - Python clone of Spark, a MapReduce alike framework in Python. BSD-3 spark +- dpark (πŸ₯‰22 Β· ⭐ 2.7K Β· πŸ’€) - Python clone of Spark, a MapReduce alike framework in Python. BSD-3 spark - 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 @@ -4121,7 +4121,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/jmcnamara/XlsxWriter ``` -- [PyPi](https://pypi.org/project/xlsxwriter) (πŸ“₯ 19M / month Β· πŸ“¦ 1.6K Β· ⏱️ 18.02.2024): +- [PyPi](https://pypi.org/project/xlsxwriter) (πŸ“₯ 20M / month Β· πŸ“¦ 1.6K Β· ⏱️ 18.02.2024): ``` pip install xlsxwriter ``` @@ -4132,7 +4132,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
PyYAML (πŸ₯‡38 Β· ⭐ 2.4K) - Canonical source repository for PyYAML. MIT -- [GitHub](https://github.com/yaml/pyyaml) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 490 Β· πŸ“¦ 1.2M Β· πŸ“‹ 600 - 46% open Β· ⏱️ 14.11.2023): +- [GitHub](https://github.com/yaml/pyyaml) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 500 Β· πŸ“¦ 1.2M Β· πŸ“‹ 610 - 46% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/yaml/pyyaml @@ -4163,11 +4163,11 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/seperman/deepdiff ``` -- [PyPi](https://pypi.org/project/deepdiff) (πŸ“₯ 11M / month Β· πŸ“¦ 810 Β· ⏱️ 08.04.2024): +- [PyPi](https://pypi.org/project/deepdiff) (πŸ“₯ 11M / month Β· πŸ“¦ 820 Β· ⏱️ 08.04.2024): ``` pip install deepdiff ``` -- [Conda](https://anaconda.org/conda-forge/deepdiff) (πŸ“₯ 420K Β· ⏱️ 09.04.2024): +- [Conda](https://anaconda.org/conda-forge/deepdiff) (πŸ“₯ 430K Β· ⏱️ 09.04.2024): ``` conda install -c conda-forge deepdiff ``` @@ -4217,7 +4217,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
more-itertools (πŸ₯‡39 Β· ⭐ 3.4K) - More routines for operating on iterables, beyond itertools. MIT -- [GitHub](https://github.com/more-itertools/more-itertools) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 260 Β· πŸ“₯ 3K Β· πŸ“¦ 220K Β· πŸ“‹ 300 - 7% open Β· ⏱️ 13.04.2024): +- [GitHub](https://github.com/more-itertools/more-itertools) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 270 Β· πŸ“₯ 3K Β· πŸ“¦ 220K Β· πŸ“‹ 310 - 7% open Β· ⏱️ 13.04.2024): ``` git clone https://github.com/more-itertools/more-itertools @@ -4249,48 +4249,48 @@ _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“₯ 30 Β· πŸ“¦ 7K Β· πŸ“‹ 180 - 39% open Β· ⏱️ 28.04.2024): +- [GitHub](https://github.com/mahmoud/boltons) (πŸ‘¨β€πŸ’» 90 Β· πŸ”€ 350 Β· πŸ“₯ 30 Β· πŸ“¦ 7.1K Β· πŸ“‹ 180 - 39% open Β· ⏱️ 28.04.2024): ``` git clone https://github.com/mahmoud/boltons ``` -- [PyPi](https://pypi.org/project/boltons) (πŸ“₯ 4.1M / month Β· πŸ“¦ 350 Β· ⏱️ 31.03.2024): +- [PyPi](https://pypi.org/project/boltons) (πŸ“₯ 4.2M / month Β· πŸ“¦ 350 Β· ⏱️ 31.03.2024): ``` pip install boltons ``` -- [Conda](https://anaconda.org/conda-forge/boltons) (πŸ“₯ 4.7M Β· ⏱️ 01.04.2024): +- [Conda](https://anaconda.org/conda-forge/boltons) (πŸ“₯ 4.8M Β· ⏱️ 01.04.2024): ``` conda install -c conda-forge boltons ```
-
tenacity (πŸ₯ˆ34 Β· ⭐ 6K) - Retrying library for Python. Apache-2 +
tenacity (πŸ₯ˆ34 Β· ⭐ 6.1K) - Retrying library for Python. Apache-2 - [GitHub](https://github.com/jd/tenacity) (πŸ‘¨β€πŸ’» 92 Β· πŸ”€ 260 Β· πŸ“‹ 260 - 39% open Β· ⏱️ 14.03.2024): ``` git clone https://github.com/jd/tenacity ``` -- [PyPi](https://pypi.org/project/tenacity) (πŸ“₯ 59M / month Β· πŸ“¦ 2.3K Β· ⏱️ 07.05.2024): +- [PyPi](https://pypi.org/project/tenacity) (πŸ“₯ 63M / month Β· πŸ“¦ 2.3K Β· ⏱️ 07.05.2024): ``` pip install tenacity ``` -- [Conda](https://anaconda.org/conda-forge/tenacity) (πŸ“₯ 6.5M Β· ⏱️ 09.05.2024): +- [Conda](https://anaconda.org/conda-forge/tenacity) (πŸ“₯ 6.6M Β· ⏱️ 09.05.2024): ``` conda install -c conda-forge tenacity ```
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”€ 100 Β· πŸ“¦ 550 Β· πŸ“‹ 420 - 15% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/dry-python/returns) (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 100 Β· πŸ“¦ 550 Β· πŸ“‹ 420 - 15% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/dry-python/returns ``` -- [PyPi](https://pypi.org/project/returns) (πŸ“₯ 150K / month Β· πŸ“¦ 59 Β· ⏱️ 26.08.2023): +- [PyPi](https://pypi.org/project/returns) (πŸ“₯ 160K / month Β· πŸ“¦ 59 Β· ⏱️ 26.08.2023): ``` pip install returns ``` -- [Conda](https://anaconda.org/conda-forge/returns) (πŸ“₯ 9.1K Β· ⏱️ 28.08.2023): +- [Conda](https://anaconda.org/conda-forge/returns) (πŸ“₯ 9.2K Β· ⏱️ 28.08.2023): ``` conda install -c conda-forge returns ``` @@ -4311,14 +4311,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge funcy ```
-
natsort (πŸ₯‰30 Β· ⭐ 860) - Simple yet flexible natural sorting in Python. MIT +
natsort (πŸ₯‰29 Β· ⭐ 860) - Simple yet flexible natural sorting in Python. MIT -- [GitHub](https://github.com/SethMMorton/natsort) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 49 Β· πŸ“¦ 29K Β· πŸ“‹ 94 - 2% open Β· ⏱️ 04.03.2024): +- [GitHub](https://github.com/SethMMorton/natsort) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 50 Β· πŸ“¦ 29K Β· πŸ“‹ 94 - 2% open Β· ⏱️ 04.03.2024): ``` git clone https://github.com/SethMMorton/natsort ``` -- [PyPi](https://pypi.org/project/natsort) (πŸ“₯ 5M / month Β· πŸ“¦ 1.3K Β· ⏱️ 20.06.2023): +- [PyPi](https://pypi.org/project/natsort) (πŸ“₯ 5.1M / month Β· πŸ“¦ 1.3K Β· ⏱️ 20.06.2023): ``` pip install natsort ``` @@ -4329,16 +4329,16 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
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“₯ 10 Β· πŸ“‹ 15 - 13% open Β· ⏱️ 26.04.2024): +- [GitHub](https://github.com/Erotemic/ubelt) (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 42 Β· πŸ“₯ 13 Β· πŸ“‹ 15 - 13% open Β· ⏱️ 26.04.2024): ``` git clone https://github.com/Erotemic/ubelt ``` -- [PyPi](https://pypi.org/project/ubelt) (πŸ“₯ 30K / month Β· πŸ“¦ 100 Β· ⏱️ 20.03.2024): +- [PyPi](https://pypi.org/project/ubelt) (πŸ“₯ 25K / month Β· πŸ“¦ 100 Β· ⏱️ 20.03.2024): ``` pip install ubelt ``` -- [Conda](https://anaconda.org/conda-forge/ubelt) (πŸ“₯ 79K Β· ⏱️ 20.03.2024): +- [Conda](https://anaconda.org/conda-forge/ubelt) (πŸ“₯ 82K Β· ⏱️ 20.03.2024): ``` conda install -c conda-forge ubelt ``` @@ -4347,10 +4347,10 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched - python-dependency-injector (πŸ₯ˆ32 Β· ⭐ 3.6K Β· πŸ’€) - Dependency injection framework for Python. BSD-3 - retrying (πŸ₯‰27 Β· ⭐ 1.9K Β· πŸ’€) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2 -- ratelimit (πŸ₯‰25 Β· ⭐ 710 Β· πŸ’€) - API Rate Limit Decorator. MIT +- ratelimit (πŸ₯‰25 Β· ⭐ 720 Β· πŸ’€) - API Rate Limit Decorator. MIT - pinject (πŸ₯‰24 Β· ⭐ 1.3K Β· πŸ’€) - A pythonic dependency injection library. Apache-2 +- 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

@@ -4358,14 +4358,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched Back to top -
cpython (πŸ₯‡51 Β· ⭐ 60K Β· πŸ“ˆ) - The Python programming language. MIT +
cpython (πŸ₯‡51 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· ⏱️ 09.05.2024): +- [GitHub](https://github.com/python/cpython) (πŸ‘¨β€πŸ’» 2.9K Β· πŸ”€ 29K Β· πŸ“¦ 610K Β· πŸ“‹ 69K - 12% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/python/cpython ``` -- [PyPi](https://pypi.org/project/cpython) (πŸ“₯ 31 / month Β· πŸ“¦ 20 Β· ⏱️ 22.07.2020): +- [PyPi](https://pypi.org/project/cpython) (πŸ“₯ 39 / month Β· πŸ“¦ 20 Β· ⏱️ 22.07.2020): ``` pip install cpython ``` @@ -4378,9 +4378,9 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched npm install @buckpkg/python ```
-
micropython (πŸ₯ˆ33 Β· ⭐ 18K Β· πŸ“‰) - MicroPython - a lean and efficient Python implementation.. Python-2.0 +
micropython (πŸ₯ˆ33 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”€ 7.4K Β· πŸ“₯ 78K Β· πŸ“‹ 5.6K - 32% open Β· ⏱️ 09.05.2024): +- [GitHub](https://github.com/micropython/micropython) (πŸ‘¨β€πŸ’» 630 Β· πŸ”€ 7.4K Β· πŸ“₯ 78K Β· πŸ“‹ 5.6K - 32% open Β· ⏱️ 16.05.2024): ``` git clone https://github.com/micropython/micropython @@ -4395,7 +4395,7 @@ _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· ⭐ 370 Β· πŸ’€) - An implementation of Python in Common Lisp. ❗Unlicensed +- cl-python (πŸ₯‰11 Β· ⭐ 360 Β· πŸ’€) - An implementation of Python in Common Lisp. ❗Unlicensed

@@ -4403,9 +4403,9 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched Back to top -
Pygments (πŸ₯‡43 Β· ⭐ 1.7K Β· πŸ“ˆ) - Pygments is a generic syntax highlighter written in Python. BSD-2 +
Pygments (πŸ₯‡43 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”€ 620 Β· πŸ“¦ 720K Β· πŸ“‹ 1.8K - 23% open Β· ⏱️ 04.05.2024): +- [GitHub](https://github.com/pygments/pygments) (πŸ‘¨β€πŸ’» 840 Β· πŸ”€ 620 Β· πŸ“¦ 730K Β· πŸ“‹ 1.8K - 23% open Β· ⏱️ 04.05.2024): ``` git clone https://github.com/pygments/pygments @@ -4426,7 +4426,7 @@ _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“₯ 4M / month Β· πŸ“¦ 810 Β· ⏱️ 21.02.2024): +- [PyPi](https://pypi.org/project/cookiecutter) (πŸ“₯ 4.1M / month Β· πŸ“¦ 810 Β· ⏱️ 21.02.2024): ``` pip install cookiecutter ``` @@ -4437,7 +4437,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
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”€ 280 Β· πŸ“₯ 10K Β· πŸ“¦ 980K Β· πŸ“‹ 340 - 12% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/pyparsing/pyparsing) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 270 Β· πŸ“₯ 10K Β· πŸ“¦ 990K Β· πŸ“‹ 340 - 13% open Β· ⏱️ 14.05.2024): ``` git clone https://github.com/pyparsing/pyparsing @@ -4458,7 +4458,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/eliben/pycparser ``` -- [PyPi](https://pypi.org/project/pycparser) (πŸ“₯ 230M / month Β· πŸ“¦ 2K Β· ⏱️ 30.03.2024): +- [PyPi](https://pypi.org/project/pycparser) (πŸ“₯ 240M / month Β· πŸ“¦ 2K Β· ⏱️ 30.03.2024): ``` pip install pycparser ``` @@ -4474,11 +4474,11 @@ _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“₯ 49M / month Β· πŸ“¦ 280 Β· ⏱️ 12.08.2022): +- [PyPi](https://pypi.org/project/py4j) (πŸ“₯ 50M / month Β· πŸ“¦ 280 Β· ⏱️ 12.08.2022): ``` pip install py4j ``` -- [Conda](https://anaconda.org/conda-forge/py4j) (πŸ“₯ 5.5M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/py4j) (πŸ“₯ 5.6M Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge py4j ``` @@ -4490,7 +4490,7 @@ _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“₯ 100M / month Β· πŸ“¦ 2K Β· ⏱️ 07.01.2022): +- [PyPi](https://pypi.org/project/decorator) (πŸ“₯ 110M / month Β· πŸ“¦ 2K Β· ⏱️ 07.01.2022): ``` pip install decorator ``` @@ -4506,7 +4506,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/mingrammer/diagrams ``` -- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 510K / month Β· πŸ“¦ 43 Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 770K / month Β· πŸ“¦ 67 Β· ⏱️ 30.10.2023): ``` pip install diagrams ``` @@ -4517,19 +4517,19 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
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’» 76 Β· πŸ”€ 160 Β· πŸ“¦ 970 Β· πŸ“‹ 470 - 15% open Β· ⏱️ 08.05.2024): +- [GitHub](https://github.com/copier-org/copier) (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 170 Β· πŸ“¦ 980 Β· πŸ“‹ 470 - 15% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/copier-org/copier ``` -- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 290K / month Β· πŸ“¦ 110 Β· ⏱️ 04.04.2024): +- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 340K / month Β· πŸ“¦ 110 Β· ⏱️ 04.04.2024): ``` pip install copier ```
pluggy (πŸ₯ˆ33 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 - 27% open Β· ⏱️ 07.05.2024): +- [GitHub](https://github.com/pytest-dev/pluggy) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 120 Β· πŸ“‹ 190 - 27% open Β· ⏱️ 13.05.2024): ``` git clone https://github.com/pytest-dev/pluggy @@ -4545,16 +4545,16 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
fastcore (πŸ₯ˆ33 Β· ⭐ 900) - Python supercharged for the fastai library. Apache-2 -- [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): +- [GitHub](https://github.com/fastai/fastcore) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 260 Β· πŸ“¦ 6.4K Β· πŸ“‹ 340 - 8% open Β· ⏱️ 15.05.2024): ``` git clone https://github.com/fastai/fastcore ``` -- [PyPi](https://pypi.org/project/fastcore) (πŸ“₯ 1.7M / month Β· πŸ“¦ 630 Β· ⏱️ 01.05.2024): +- [PyPi](https://pypi.org/project/fastcore) (πŸ“₯ 1.7M / month Β· πŸ“¦ 630 Β· ⏱️ 11.05.2024): ``` pip install fastcore ``` -- [Conda](https://anaconda.org/conda-forge/fastcore) (πŸ“₯ 74K Β· ⏱️ 01.05.2024): +- [Conda](https://anaconda.org/conda-forge/fastcore) (πŸ“₯ 75K Β· ⏱️ 11.05.2024): ``` conda install -c conda-forge fastcore ``` @@ -4582,7 +4582,7 @@ _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“₯ 990K / month Β· πŸ“¦ 43 Β· ⏱️ 20.06.2023): +- [PyPi](https://pypi.org/project/pyscaffold) (πŸ“₯ 900K / month Β· πŸ“¦ 43 Β· ⏱️ 20.06.2023): ``` pip install pyscaffold ``` @@ -4609,7 +4609,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
python-mss (πŸ₯‰25 Β· ⭐ 960) - An ultra fast cross-platform multiple screenshots module in pure.. 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/BoboTiG/python-mss) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 83 Β· πŸ“‹ 140 - 26% open Β· ⏱️ 27.02.2024): ``` git clone https://github.com/BoboTiG/python-mss @@ -4618,7 +4618,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` pip install mss ``` -- [Conda](https://anaconda.org/conda-forge/python-mss) (πŸ“₯ 47K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/python-mss) (πŸ“₯ 48K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge python-mss ``` @@ -4630,7 +4630,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/explosion/catalogue ``` -- [PyPi](https://pypi.org/project/catalogue) (πŸ“₯ 9.7M / month Β· πŸ“¦ 130 Β· ⏱️ 25.09.2023): +- [PyPi](https://pypi.org/project/catalogue) (πŸ“₯ 10M / month Β· πŸ“¦ 130 Β· ⏱️ 25.09.2023): ``` pip install catalogue ``` @@ -4644,7 +4644,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched - 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) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT +- openpyxl (πŸ₯‰25 Β· ⭐ 78) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT - pluginbase (πŸ₯‰24 Β· ⭐ 1.1K Β· πŸ’€) - A simple but flexible plugin system for Python. BSD-3 - macropy (πŸ₯‰22 Β· ⭐ 3.3K Β· πŸ’€) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT
diff --git a/history/2024-05-16_changes.md b/history/2024-05-16_changes.md new file mode 100644 index 0000000..6107cf0 --- /dev/null +++ b/history/2024-05-16_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._ + +- dbt (πŸ₯ˆ39 Β· ⭐ 9K Β· πŸ“ˆ) - dbt enables data analysts and engineers to transform their data using.. Apache-2 +- pycryptodomex (πŸ₯ˆ39 Β· ⭐ 2.7K Β· πŸ“ˆ) - A self-contained cryptographic library for Python. BSD-3 +- transitions (πŸ₯‡34 Β· ⭐ 5.4K Β· πŸ“ˆ) - A lightweight, object-oriented finite state machine.. MIT +- gdown (πŸ₯ˆ34 Β· ⭐ 3.9K Β· πŸ“ˆ) - Google Drive Public File Downloader when Curl/Wget Fails. MIT +- pyhdb (πŸ₯‰24 Β· ⭐ 310 Β· πŸ’€) - SAP HANA Connector in pure Python. Apache-2 + +## πŸ“‰ Trending Down + +_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ + +- elasticsearch (πŸ₯‡41 Β· ⭐ 4.1K Β· πŸ“‰) - Official Python client for Elasticsearch. Apache-2 +- kubernetes (πŸ₯ˆ38 Β· ⭐ 6.5K Β· πŸ“‰) - Official Python client library for kubernetes. Apache-2 +- plumbum (πŸ₯‰34 Β· ⭐ 2.8K Β· πŸ“‰) - Plumbum: Shell Combinators. MIT +- dateparser (πŸ₯ˆ34 Β· ⭐ 2.5K Β· πŸ“‰) - python parser for human readable dates. BSD-3 +- csvkit (πŸ₯ˆ33 Β· ⭐ 5.8K Β· πŸ“‰) - A suite of utilities for converting to and working with CSV, the king.. MIT + diff --git a/history/2024-05-16_projects.csv b/history/2024-05-16_projects.csv new file mode 100644 index 0000000..302c2c9 --- /dev/null +++ b/history/2024-05-16_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,updated_github_id,trending,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 19:41:36.000,2024-05-09 15:37:44.000,2024-05-09 15:37:43,485.0,22.0,2281,396.0,260.0,25.0,34.0,15669,2024-05-09 15:38:12.000,2024.05.09,100.0,45.0,0,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 13:09:27.000,2024-05-09 17:47:27.000,2024-05-09 17:47:27,338.0,28.0,162,56.0,200.0,,3.0,2190,2024-05-09 17:47:33.000,2024.05.09,100.0,16.0,0,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 14:46:24.000,2024-05-09 15:39:54.000,2024-05-09 15:39:53,331.0,24.0,43,25.0,191.0,3.0,5.0,925,2024-05-09 15:40:01.000,2024.05.09,100.0,7.0,0,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 13:09:27.000,2024-05-09 17:47:27.000,2024-05-09 17:47:27,338.0,28.0,162,56.0,200.0,,3.0,2190,2024-05-09 17:47:33.000,2024.05.09,100.0,16.0,0,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 19:41:36.000,2024-05-09 15:37:44.000,2024-05-09 15:37:43,485.0,22.0,2281,396.0,260.0,25.0,34.0,15669,2024-05-09 15:38:12.000,2024.05.09,100.0,45.0,0,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 21:02:35.000,2024-05-16 11:14:56.000,2023-01-27 22:41:14,830.0,,6855,1659.0,326.0,17.0,74.0,39526,,,,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 19:41:36.000,2024-05-09 15:37:44.000,2024-05-09 15:37:43,485.0,22.0,2281,396.0,260.0,25.0,34.0,15670,2024-05-09 15:38:12.000,2024.05.09,100.0,45.0,0,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 01:37:33.000,2024-05-16 09:27:24.000,2024-05-15 19:12:05,35000.0,612.0,17364,1116.0,32278.0,3798.0,22754.0,42128,2024-04-10 19:47:02.000,2.2.2,126.0,3638.0,54,True,1746624.0,1681513.0,pandas,conda-forge/pandas,['pandas'],263595.0,220078082.0,https://pypi.org/project/pandas,2024-04-10 19:44:10.000,65111.0,218892136.0,https://anaconda.org/conda-forge/pandas,2024-04-11 00:45:25.805,50896276.0,1.0,,,,,,,,,,,,,,,,,, +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 15:52:15.000,2024-05-16 11:55:12.000,2024-05-15 23:30:37,17739.0,659.0,15285,2055.0,10569.0,481.0,5701.0,63836,2024-03-27 20:37:37.000,5.26.1,162.0,1232.0,53,True,651031.0,641438.0,protobuf,conda-forge/protobuf,,44903613.0,198350888.0,https://pypi.org/project/protobuf,2024-05-14 20:14:33.000,6729.0,189652831.0,https://anaconda.org/conda-forge/protobuf,2024-03-06 00:56:40.108,17722705.0,1.0,google-protobuf,https://www.npmjs.com/package/google-protobuf,2022-10-10 20:14:06.161,2864.0,7259701.0,,,,,,,,,,,,, +9,cpython,python/cpython,The Python programming language.,,python-implementations,https://github.com/python/cpython,https://github.com/python/cpython,MIT,2016-03-22 19:11:29.679,2024-05-16 12:41:33.000,2024-05-16 08:16:46,122162.0,1339.0,29019,1518.0,50801.0,8430.0,60618.0,59995,2020-07-22 03:00:52.000,0.0.6,11.0,2912.0,51,True,613289.0,613263.0,cpython,conda-forge/typing,,,30989.0,https://pypi.org/project/cpython,2020-07-22 03:00:52.000,20.0,39.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,3033162.0,1.0,@buckpkg/python,https://www.npmjs.com/package/@buckpkg/python,2017-08-03 05:51:22.671,6.0,,,,,,,,,,,,,, +10,numpy,numpy/numpy,The fundamental package for scientific computing with Python.,,data-containers,https://github.com/numpy/numpy,https://github.com/numpy/numpy,,2010-09-13 23:02:39.000,2024-05-16 11:32:32.000,2024-05-16 09:47:33,35853.0,687.0,9361,594.0,14003.0,2118.0,10462.0,26503,2024-02-06 00:32:23.000,1.26.4,159.0,1770.0,51,False,2407936.0,2307368.0,numpy,conda-forge/numpy,,989575.0,272846912.0,https://pypi.org/project/numpy,2024-05-12 13:46:07.000,100568.0,271242601.0,https://anaconda.org/conda-forge/numpy,2024-05-16 06:59:26.198,74821310.0,1.0,,,,,,,,,,,,,,,,,, +11,Airflow,apache/airflow,"Platform to programmatically author, schedule, and monitor workflows.",,data-pipelines,https://github.com/apache/airflow,https://github.com/apache/airflow,Apache-2.0,2015-04-13 18:04:58.000,2024-05-16 13:20:05.000,2024-05-16 11:48:41,24453.0,1288.0,13609,755.0,26428.0,965.0,8226.0,35217,2024-05-06 10:30:55.000,2.9.1,193.0,3285.0,49,True,11214.0,10749.0,apache-airflow,conda-forge/airflow,,618486.0,33500761.0,https://pypi.org/project/apache-airflow,2024-05-06 07:00:24.000,465.0,22734234.0,https://anaconda.org/conda-forge/airflow,2024-05-07 01:43:58.927,1040345.0,1.0,,,,,,apache/airflow,stable/airflow,https://hub.docker.com/r/apache/airflow,2024-05-06 07:24:13.445144,515.0,1170444297.0,,,,,,, +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 21:38:03.000,2024-05-16 08:54:18.383,2024-05-15 18:04:34,5965.0,200.0,1828,238.0,738.0,202.0,3043.0,8728,2024-05-15 19:17:26.000,1.34.106,1555.0,155.0,49,True,442125.0,430827.0,boto3,conda-forge/boto3,,,1453088089.0,https://pypi.org/project/boto3,2024-05-15 19:17:26.000,11298.0,1452690509.0,https://anaconda.org/conda-forge/boto3,2024-05-16 08:54:18.383,19083874.0,1.0,,,,,,,,,,,,,,,,,, +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 14:58:02.000,2024-05-16 07:43:35.000,2024-05-16 02:32:22,54397.0,147.0,23704,1919.0,50728.0,837.0,31707.0,61347,2024-04-24 06:14:39.000,9.5.1,353.0,6835.0,48,True,34369.0,33917.0,ansible,conda-forge/ansible,,,5313620.0,https://pypi.org/project/ansible,2024-05-14 13:27:35.000,452.0,5292016.0,https://anaconda.org/conda-forge/ansible,2024-04-24 09:17:02.861,1037031.0,1.0,,,,,,,,,,,,,,,,,, +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 02:23:38.000,2024-05-16 12:29:56.000,2024-05-16 12:29:49,12019.0,478.0,1447,132.0,8509.0,44.0,2408.0,6329,2024-05-06 16:55:26.000,42.0.7,130.0,318.0,47,True,674073.0,665472.0,cryptography,conda-forge/cryptography,,,264536684.0,https://pypi.org/project/cryptography,2024-05-06 16:55:26.000,8601.0,263504731.0,https://anaconda.org/conda-forge/cryptography,2024-05-07 01:35:35.090,47469861.0,1.0,,,,,,,,,,,,,,,,,, +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 11:31:24.000,2024-05-15 22:10:39.000,2024-05-15 03:48:14,12534.0,62.0,4587,472.0,3348.0,705.0,4387.0,23662,2024-04-17 20:32:41.000,5.4.0,206.0,1349.0,46,True,134709.0,133025.0,celery,conda-forge/celery,,,10945214.0,https://pypi.org/project/celery,2024-04-17 20:29:39.000,1684.0,10910423.0,https://anaconda.org/conda-forge/celery,2023-12-30 03:15:22.483,1635223.0,1.0,,,,,,,,,,,,,,,,,, +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 21:23:58.000,2024-05-15 19:54:38.000,2024-05-15 19:51:23,2896.0,124.0,1656,114.0,3538.0,398.0,3621.0,18947,2024-04-23 13:38:16.000,2.7.1,139.0,517.0,46,True,423293.0,404890.0,pydantic,conda-forge/pydantic,,,191715281.0,https://pypi.org/project/pydantic,2024-04-23 13:38:16.000,18403.0,191548055.0,https://anaconda.org/conda-forge/pydantic,2024-04-23 20:56:51.805,7692415.0,1.0,,,,,,,,,,,,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 09:52:19.000,2024-05-12 08:41:26.000,2024-05-11 17:22:35,2438.0,19.0,1368,184.0,1103.0,126.0,1447.0,15088,2023-08-17 17:29:32.000,8.1.7,53.0,366.0,46,True,1713868.0,1677043.0,click,conda-forge/click,,347.0,205183767.0,https://pypi.org/project/click,2023-08-17 17:29:10.000,36825.0,204214718.0,https://anaconda.org/conda-forge/click,2023-08-17 22:44:46.345,34885562.0,1.0,,,,,,,,,,,,,,,,,, +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 03:35:03.000,2024-05-15 15:32:48.000,2024-05-15 15:32:32,16970.0,137.0,1336,98.0,787.0,231.0,7540.0,8891,2024-05-05 18:25:40.000,2.0.30,303.0,711.0,46,True,786840.0,776527.0,SQLAlchemy,conda-forge/sqlalchemy,,47869.0,114270971.0,https://pypi.org/project/SQLAlchemy,2024-05-05 18:25:40.000,10313.0,113901502.0,https://anaconda.org/conda-forge/sqlalchemy,2024-05-06 00:27:39.548,15104659.0,1.0,,,,,,,,,,,,,,,,,, +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 08:00:06.000,2024-05-16 12:54:53.000,2024-05-15 19:26:54,42330.0,622.0,4139,263.0,24589.0,4373.0,2401.0,7566,2024-05-02 01:14:48.000,2.56.0,116.0,1632.0,44,True,7129.0,6978.0,apache-beam,conda-forge/apache-beam-with-aws,,,7721037.0,https://pypi.org/project/apache-beam,2024-05-02 01:10:54.000,151.0,7718841.0,https://anaconda.org/conda-forge/apache-beam-with-aws,2024-05-08 04:57:28.891,70293.0,1.0,,,,,,,,,,,,,,,,,, +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 13:25:36.000,2024-05-16 08:15:54.842,2024-05-15 21:09:26,10964.0,244.0,1061,68.0,2082.0,141.0,958.0,1423,2024-05-15 19:17:39.000,1.34.106,1953.0,204.0,44,True,326362.0,323780.0,botocore,conda-forge/botocore,,,639138658.0,https://pypi.org/project/botocore,2024-05-15 19:17:39.000,2582.0,638511937.0,https://anaconda.org/conda-forge/botocore,2024-05-16 08:15:54.842,26322300.0,1.0,,,,,,,,,,,,,,,,,, +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 15:28:09.000,2024-05-14 13:45:25.000,2024-05-01 14:24:50,3887.0,15.0,1673,540.0,1096.0,276.0,1074.0,47384,2024-02-28 14:52:38.000,13.7.1,191.0,238.0,43,True,217162.0,205966.0,rich,conda-forge/rich,,,61703539.0,https://pypi.org/project/rich,2024-02-28 14:51:14.000,11196.0,61555205.0,https://anaconda.org/conda-forge/rich,2024-02-28 20:06:23.063,6823380.0,1.0,,,,,,,,,,,,,,,,,, +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 18:33:01.000,2024-05-15 15:46:26.000,2024-05-15 15:17:40,3078.0,17.0,3168,642.0,2497.0,163.0,2256.0,22123,2024-03-26 05:33:40.089,24.3.25,38.0,673.0,43,True,107537.0,106925.0,flatbuffers,conda-forge/flatbuffers,,435802.0,21631368.0,https://pypi.org/project/flatbuffers,2024-03-26 05:33:35.000,400.0,20120855.0,https://anaconda.org/conda-forge/flatbuffers,2024-03-26 15:43:35.702,1041257.0,1.0,flatbuffers,https://www.npmjs.com/package/flatbuffers,2024-03-26 05:33:40.089,212.0,1482060.0,,,,,,,,,,,,, +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 21:02:47.000,2024-05-16 13:09:24.000,2024-05-15 16:22:39,11695.0,366.0,1044,191.0,8053.0,2130.0,5087.0,20103,2024-05-15 08:33:36.000,3.116.1,4177.0,271.0,43,True,8995.0,7810.0,pulumi,,,3176116.0,3779065.0,https://pypi.org/project/pulumi,2024-05-15 17:26:45.000,251.0,1028814.0,,,,2.0,@pulumi/pulumi,https://www.npmjs.com/package/@pulumi/pulumi,2024-05-15 17:26:33.760,934.0,2551744.0,,,,,,,,,,,,, +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 09:23:22.000,2024-05-16 12:51:42.000,2024-05-16 12:51:04,3794.0,81.0,2530,276.0,4001.0,699.0,2140.0,18517,2024-05-06 09:40:13.000,2.19.1,86.0,561.0,43,True,50373.0,48735.0,datasets,conda-forge/datasets,,,9759819.0,https://pypi.org/project/datasets,2024-05-06 09:33:37.000,1638.0,9741409.0,https://anaconda.org/conda-forge/datasets,2024-05-06 14:31:15.724,754833.0,1.0,,,,,,,,,,,,,,,,,, +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 23:00:09.000,2024-05-15 15:57:04.000,2024-05-13 16:05:03,3671.0,106.0,1876,220.0,1329.0,19.0,700.0,17166,2024-05-13 16:05:31.000,25.2.0,361.0,577.0,43,True,214846.0,213282.0,Faker,conda-forge/faker,,,15511260.0,https://pypi.org/project/Faker,2024-05-13 16:05:22.000,1564.0,15491469.0,https://anaconda.org/conda-forge/faker,2024-05-14 15:00:52.635,930196.0,1.0,,,,,,,,,,,,,,,,,, +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 16:07:36.000,2024-05-16 08:44:04.931,2024-05-15 18:04:38,12106.0,224.0,3962,574.0,3771.0,558.0,4056.0,14953,2024-05-15 19:17:11.000,1.32.106,1960.0,441.0,43,True,615.0,4.0,awscli,conda-forge/awscli,,1704.0,158214575.0,https://pypi.org/project/awscli,2024-05-15 19:17:11.000,611.0,157713252.0,https://anaconda.org/conda-forge/awscli,2024-05-16 08:44:04.931,23059728.0,2.0,,,,,,,,,,,,,,,,,, +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 21:59:26.000,2024-05-16 13:12:50.000,2024-05-16 01:29:55,16586.0,748.0,1474,159.0,7846.0,852.0,4143.0,14813,2024-05-13 20:36:13.000,2.19.0,278.0,463.0,43,True,5111.0,4859.0,prefect,conda-forge/prefect,,,1540075.0,https://pypi.org/project/prefect,2024-05-13 20:36:13.000,252.0,1526712.0,https://anaconda.org/conda-forge/prefect,2024-05-03 02:53:37.536,641441.0,1.0,,,,,,,,,,,,,,,,,, +28,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 15:01:01.000,2024-05-08 08:22:09.000,2024-05-08 08:19:47,1470.0,45.0,359,65.0,577.0,133.0,577.0,5092,2023-12-31 06:30:30.000,23.2.0,28.0,161.0,43,True,1028732.0,1020976.0,attrs,conda-forge/attrs,,,204654584.0,https://pypi.org/project/attrs,2023-12-31 06:30:30.000,7756.0,203849869.0,https://anaconda.org/conda-forge/attrs,2023-12-31 08:30:42.413,36212202.0,1.0,,,,,,,,,,,,,,,,,, +29,azure-storage-blob,Azure/azure-sdk-for-python,This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting..,,db-clients,https://github.com/Azure/azure-sdk-for-python,https://github.com/Azure/azure-sdk-for-python,MIT,2012-04-24 16:46:12.000,2024-05-16 10:03:21.000,2024-05-16 05:05:04,17275.0,655.0,2685,410.0,25979.0,1020.0,8693.0,4290,2024-05-16 03:25:38.000,azure-cosmos_4.7.0,100.0,710.0,43,True,3334.0,2468.0,azure-storage-blob,conda-forge/azure-storage-blob,,,49849222.0,https://pypi.org/project/azure-storage-blob,2024-05-08 20:12:34.000,866.0,49825584.0,https://anaconda.org/conda-forge/azure-storage-blob,2024-05-09 03:00:59.139,1111009.0,1.0,,,,,,,,,,,,,,,,,, +30,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 15:46:03.000,2024-05-14 11:38:52.000,2024-05-04 13:41:32,6757.0,61.0,624,36.0,878.0,441.0,1406.0,1716,2024-05-04 13:43:23.000,2.18.0,65.0,843.0,43,True,733672.0,726903.0,pygments,conda-forge/pygments,,,108758404.0,https://pypi.org/project/pygments,2024-05-04 13:41:57.000,6769.0,108080157.0,https://anaconda.org/conda-forge/pygments,2024-05-04 18:22:17.505,29842910.0,1.0,,,,,,,,,,,,,,,,,, +31,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 19:45:33.000,2024-05-16 13:12:22.000,2024-05-16 13:05:14,9659.0,766.0,1622,149.0,8789.0,1657.0,5844.0,26593,2024-05-14 15:25:08.000,py-0.20.26,359.0,412.0,42,True,904.0,4.0,polars,,,811.0,7061656.0,https://pypi.org/project/polars,2024-05-14 15:23:34.000,900.0,7061594.0,,,,1.0,,,,,,,,,,,,,,,,,, +32,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 10:22:26.000,2024-05-16 07:04:07.000,2024-05-15 13:50:11,2331.0,24.0,2458,323.0,1574.0,219.0,1481.0,12293,2024-04-23 17:12:04.000,5.0.4,127.0,438.0,42,True,5275.0,,redis,conda-forge/redis-py,,,38065662.0,https://pypi.org/project/redis,2024-05-08 13:29:06.000,5275.0,38039842.0,https://anaconda.org/conda-forge/redis-py,2024-04-23 19:04:20.045,1213562.0,1.0,,,,,,,,,,,,,,,,,, +33,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 16:30:04.000,2024-05-16 11:18:11.000,2024-05-15 22:46:57,18413.0,1213.0,1283,115.0,13259.0,2462.0,4862.0,10370,2024-05-09 18:20:14.000,1.7.5,614.0,433.0,42,True,2505.0,2338.0,dagster,conda-forge/dagster,,,940807.0,https://pypi.org/project/dagster,2024-05-09 17:48:02.000,167.0,917123.0,https://anaconda.org/conda-forge/dagster,2024-05-09 19:47:00.692,1136876.0,1.0,,,,,,,,,,,,,,,,,, +34,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 20:13:21,3392.0,9.0,1654,193.0,1610.0,467.0,1237.0,6655,2023-12-08 20:47:46.000,7.0.0,88.0,452.0,42,True,83469.0,80411.0,docker,conda-forge/docker-py,,944.0,41573453.0,https://pypi.org/project/docker,2023-12-08 20:42:23.000,3058.0,41482888.0,https://anaconda.org/conda-forge/docker-py,2023-12-09 00:27:54.457,4256182.0,2.0,,,,,,,,,,,,,,,,,, +35,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 15:51:47.000,2024-05-16 01:01:42.000,2024-05-15 20:52:54,37808.0,287.0,1493,300.0,8562.0,87.0,3680.0,4676,2024-05-07 20:39:05.000,google-shopping-type-v0.1.6,100.0,518.0,42,True,1622.0,,google-cloud-storage,conda-forge/google-cloud-storage,,,72553943.0,https://pypi.org/project/google-cloud-storage,2024-03-18 23:55:33.000,1622.0,72458004.0,https://anaconda.org/conda-forge/google-cloud-storage,2024-03-19 07:33:07.001,4413214.0,1.0,,,,,,,,,,,,,,,,,, +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 18:31:22.000,2024-05-13 22:08:24.000,2024-04-25 09:10:34,3079.0,34.0,1950,229.0,1172.0,230.0,646.0,21705,2024-02-21 18:02:39.000,2.6.0,42.0,325.0,41,True,28261.0,27451.0,cookiecutter,conda-forge/cookiecutter,,,4133804.0,https://pypi.org/project/cookiecutter,2024-02-21 18:02:39.000,810.0,4105767.0,https://anaconda.org/conda-forge/cookiecutter,2024-02-22 13:39:27.647,1009337.0,1.0,,,,,,,,,,,,,,,,,, +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 20:27:32.000,2024-05-15 02:44:23.000,2024-05-12 13:25:34,12934.0,55.0,3031,599.0,3663.0,786.0,4322.0,17004,2024-01-05 13:53:17.000,2.3.0,49.0,620.0,41,True,13074.0,12766.0,kivy,conda-forge/kivy,,36757.0,172644.0,https://pypi.org/project/kivy,2024-01-05 10:31:31.000,308.0,165033.0,https://anaconda.org/conda-forge/kivy,2024-04-08 17:34:41.491,350027.0,1.0,,,,,,,,,,,,,,,,,, +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 20:14:11.000,2024-05-14 02:16:37.000,2024-05-14 02:16:33,4611.0,38.0,1362,197.0,478.0,1.0,2412.0,10846,2024-05-10 13:47:32.000,3.17.5,189.0,155.0,41,True,30610.0,29720.0,peewee,conda-forge/peewee,,,2568499.0,https://pypi.org/project/peewee,2024-05-10 13:42:43.000,890.0,2554176.0,https://anaconda.org/conda-forge/peewee,2024-04-18 01:50:58.475,644559.0,1.0,,,,,,,,,,,,,,,,,, +39,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 03:41:08.000,2024-05-10 17:37:05.000,2024-02-11 03:17:05,3994.0,,1978,317.0,784.0,1043.0,797.0,8856,2023-12-18 19:35:30.000,3.4.0,145.0,187.0,41,True,98028.0,95268.0,paramiko,conda-forge/paramiko,,,56567703.0,https://pypi.org/project/paramiko,2023-12-18 19:35:30.000,2760.0,56469437.0,https://anaconda.org/conda-forge/paramiko,2023-12-19 20:01:44.239,4520250.0,2.0,,,,,,,,,,,,,,,,,, +40,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 22:47:39.000,2024-05-16 08:16:31.000,2024-05-06 20:31:14,1642.0,41.0,1168,409.0,1466.0,65.0,1031.0,4148,2024-05-03 13:52:22.000,8.13.1,141.0,204.0,41,True,49820.0,48396.0,elasticsearch,conda-forge/elasticsearch,,3894.0,26356011.0,https://pypi.org/project/elasticsearch,2024-05-03 13:52:22.000,1424.0,26334886.0,https://anaconda.org/conda-forge/elasticsearch,2024-05-03 16:25:08.689,1009702.0,1.0,,,,,,,,,,,,,-1.0,,,,, +41,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 00:40:02.000,2024-05-16 12:57:55.000,2024-05-16 12:53:15,4417.0,57.0,516,57.0,934.0,279.0,1238.0,2013,2024-04-10 10:48:28.000,3.11.0,39.0,204.0,41,True,277507.0,270910.0,h5py,conda-forge/h5py,,3316.0,23548465.0,https://pypi.org/project/h5py,2024-04-10 10:48:28.000,6597.0,23217056.0,https://anaconda.org/conda-forge/h5py,2024-04-10 16:41:16.562,15574438.0,2.0,,,,,,,,,,,,,,,,,, +42,docker-compose,docker/compose,Define and run multi-container applications with Docker.,,infrastructure,https://github.com/docker/compose,https://github.com/docker/compose,Apache-2.0,2013-12-09 11:40:58.000,2024-05-16 08:08:45.000,2024-05-13 09:51:30,4744.0,90.0,5064,715.0,4144.0,244.0,7270.0,32536,2024-04-24 20:35:10.000,2.27.0,144.0,538.0,40,True,779.0,532.0,docker-compose,conda-forge/docker-compose,,94489508.0,3757460.0,https://pypi.org/project/docker-compose,2021-05-10 11:22:10.000,247.0,1859006.0,https://anaconda.org/conda-forge/docker-compose,2024-04-24 23:22:20.247,407247.0,2.0,,,,,,,,,,,,,,,,,, +43,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 12:24:11.000,2024-05-15 10:05:00.000,2024-05-14 22:21:57,592.0,113.0,622,75.0,359.0,210.0,180.0,14476,2024-04-09 17:13:25.000,0.12.3,42.0,54.0,40,True,95991.0,90784.0,typer,conda-forge/typer,,,28131029.0,https://pypi.org/project/typer,2024-04-09 17:13:25.000,5207.0,28081261.0,https://anaconda.org/conda-forge/typer,2024-04-09 22:54:01.276,2339103.0,2.0,,,,,,,,,,,,,,,,,, +44,rq,rq/rq,Simple job queues for Python.,,data-pipelines,https://github.com/rq/rq,https://github.com/rq/rq,BSD-3-Clause,2011-11-14 10:53:48.000,2024-05-12 00:27:21.000,2024-05-12 00:27:21,1866.0,51.0,1391,207.0,899.0,207.0,952.0,9548,2024-05-01 07:14:48.000,1.16.2,79.0,314.0,40,True,16711.0,16496.0,rq,conda-forge/rq,,,1434329.0,https://pypi.org/project/rq,2024-05-01 07:13:11.000,215.0,1431835.0,https://anaconda.org/conda-forge/rq,2024-03-26 01:23:59.916,104789.0,2.0,,,,,,,,,,,,,,,,,, +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 21:32:24.000,2024-05-14 20:19:54.000,2024-05-14 20:19:53,3325.0,31.0,619,80.0,1063.0,169.0,1051.0,6909,2024-05-01 21:10:51.000,3.21.2,175.0,208.0,40,True,139058.0,136860.0,marshmallow,conda-forge/marshmallow,,,47577547.0,https://pypi.org/project/marshmallow,2024-05-01 21:10:51.000,2198.0,47525982.0,https://anaconda.org/conda-forge/marshmallow,2024-05-02 04:37:05.582,2423596.0,2.0,,,,,,,,,,,,,,,,,, +46,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 03:37:43.000,2024-05-13 19:26:05.000,2024-05-06 19:52:54,2674.0,37.0,569,60.0,365.0,32.0,792.0,4454,2024-04-30 19:44:40.000,4.22.0,103.0,111.0,40,True,565808.0,559693.0,jsonschema,conda-forge/jsonschema,,243.0,120177432.0,https://pypi.org/project/jsonschema,2024-04-30 19:44:34.000,6115.0,119528982.0,https://anaconda.org/conda-forge/jsonschema,2024-05-01 14:23:55.200,27883078.0,1.0,,,,,,,,,,,,python-jsonschema/jsonschema,,,,,, +47,joblib,joblib/joblib,Computing with Python functions.,,data-pipelines,https://github.com/joblib/joblib,https://github.com/joblib/joblib,BSD-3-Clause,2010-05-07 06:48:26.000,2024-05-02 16:00:30.237,2024-05-02 13:00:20,1519.0,20.0,403,61.0,737.0,413.0,487.0,3683,2024-05-02 12:15:00.000,1.4.2,112.0,133.0,40,True,440721.0,434876.0,joblib,conda-forge/joblib,,,56285947.0,https://pypi.org/project/joblib,2024-05-02 12:15:00.000,5845.0,55721639.0,https://anaconda.org/conda-forge/joblib,2024-05-02 16:00:30.237,25958204.0,2.0,,,,,,,,,,,,,,,,,, +48,xarray,pydata/xarray,N-D labeled arrays and datasets in Python.,,data-containers,https://github.com/pydata/xarray,https://github.com/pydata/xarray,Apache-2.0,2013-09-30 17:21:10.000,2024-05-15 19:57:57.000,2024-05-13 03:49:04,5398.0,111.0,1020,109.0,4053.0,1145.0,3162.0,3429,2024-05-13 03:40:23.000,2024.5.0,92.0,496.0,40,True,29641.0,26669.0,xarray,conda-forge/xarray,,,5416274.0,https://pypi.org/project/xarray,2024-05-13 03:40:23.000,2972.0,5200908.0,https://anaconda.org/conda-forge/xarray,2024-05-13 13:50:20.005,9906855.0,2.0,,,,,,,,,,,,,,,,,, +49,pyparsing,pyparsing/pyparsing,Python library for creating PEG parsers.,,others,https://github.com/pyparsing/pyparsing,https://github.com/pyparsing/pyparsing,MIT,2017-05-14 18:07:01.000,2024-05-14 15:02:27.000,2024-05-14 15:02:22,1220.0,32.0,274,27.0,186.0,45.0,298.0,2112,2024-03-06 07:29:28.000,3.1.2,72.0,66.0,40,True,990859.0,986100.0,pyparsing,conda-forge/pyparsing,,10375.0,116919983.0,https://pypi.org/project/pyparsing,2024-03-06 07:25:50.000,4759.0,115510075.0,https://anaconda.org/conda-forge/pyparsing,2024-03-06 10:33:11.131,43702436.0,1.0,,,,,,,,,,,,,,,,,, +50,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 11:36:09,1947.0,45.0,285,37.0,247.0,183.0,212.0,1169,2024-02-21 11:52:35.000,1.0.0,52.0,130.0,40,True,330360.0,324843.0,future,conda-forge/future,,,41264623.0,https://pypi.org/project/future,2024-02-21 11:52:35.000,5517.0,40957061.0,https://anaconda.org/conda-forge/future,2024-02-22 13:58:22.729,13225201.0,1.0,,,,,,,,,,,,,,,,,, +51,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 16:45:08.000,2024-05-16 13:25:43.952,2024-05-15 14:51:08,2329.0,36.0,329,22.0,920.0,253.0,430.0,912,2024-05-15 14:58:12.000,2024.5.0,80.0,236.0,40,True,120530.0,118978.0,fsspec,conda-forge/fsspec,,,253947047.0,https://pypi.org/project/fsspec,2024-05-15 14:58:12.000,1552.0,253598068.0,https://anaconda.org/conda-forge/fsspec,2024-05-16 13:25:43.952,16751022.0,1.0,,,,,,,,,,,,,,,,,, +52,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 20:21:26,304.0,12.0,1427,371.0,187.0,152.0,191.0,26380,2024-03-11 19:52:24.000,0.6.0,11.0,65.0,39,True,35568.0,33328.0,fire,conda-forge/fire,,,6731317.0,https://pypi.org/project/fire,2024-03-11 19:52:00.000,2240.0,6708259.0,https://anaconda.org/conda-forge/fire,2024-03-12 05:35:30.091,922335.0,2.0,,,,,,,,,,,,,,,,,, +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 00:18:46.000,2024-05-16 13:34:44.000,2024-05-16 11:37:17,12368.0,319.0,1477,82.0,7953.0,198.0,1680.0,9522,2024-04-29 22:11:04.000,1.0.0a3,268.0,427.0,39,True,89.0,,great_expectations,conda-forge/great-expectations,,,19948813.0,https://pypi.org/project/great_expectations,2024-04-29 20:38:53.000,89.0,19932391.0,https://anaconda.org/conda-forge/great-expectations,2024-04-29 22:52:08.778,788272.0,2.0,,,,,,,,,,,,,,,,,, +54,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 02:38:00.000,2024-05-16 09:09:38.000,2024-05-15 19:02:37,6711.0,159.0,1505,140.0,4529.0,527.0,4658.0,8967,2024-05-09 16:13:33.000,1.8.0,256.0,316.0,39,True,4991.0,4956.0,dbt,conda-forge/dbt,,4091.0,60217.0,https://pypi.org/project/dbt,2024-05-13 23:45:07.000,35.0,57100.0,https://anaconda.org/conda-forge/dbt,2023-06-16 13:24:35.863,257588.0,2.0,,,,,,,,,,,,,1.0,dbt,,,, +55,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,,663,135.0,675.0,104.0,399.0,8572,2023-09-30 22:11:17.000,1.3.0,64.0,270.0,39,True,107508.0,105609.0,arrow,conda-forge/arrow,,,29611494.0,https://pypi.org/project/arrow,2023-09-30 22:11:16.000,1899.0,29513227.0,https://anaconda.org/conda-forge/arrow,2023-10-01 03:00:03.614,4618558.0,1.0,,,,,,,,,,,,,,,,,, +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 11:56:26,4154.0,14.0,1224,137.0,1122.0,382.0,1346.0,4164,2024-03-07 17:39:42.000,0.28.2,75.0,391.0,39,True,24348.0,23961.0,mongoengine,conda-forge/mongoengine,,,1257027.0,https://pypi.org/project/mongoengine,2024-03-07 17:39:42.000,387.0,1251346.0,https://anaconda.org/conda-forge/mongoengine,2023-09-28 14:01:33.150,244310.0,2.0,,,,,,,,,,,,,,,,,, +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 05:15:14.000,2024-05-08 08:19:33.000,2024-04-13 17:50:17,1659.0,20.0,266,42.0,536.0,24.0,284.0,3440,2024-01-08 15:47:19.000,10.2.0,45.0,115.0,39,True,225479.0,222087.0,more-itertools,conda-forge/more-itertools,,2959.0,79444146.0,https://pypi.org/project/more-itertools,2024-01-08 15:47:19.000,3392.0,79130695.0,https://anaconda.org/conda-forge/more-itertools,2024-01-08 18:30:36.896,14730670.0,1.0,,,,,,,,,,,,,,,,,, +58,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 15:11:38.000,2024-05-12 08:30:43.000,2024-05-12 08:30:43,2891.0,3.0,472,63.0,219.0,62.0,515.0,2683,2024-01-10 11:31:14.000,3.20.0,49.0,149.0,39,True,97367.0,96069.0,pycryptodomex,conda-forge/pycryptodomex,,484.0,34119392.0,https://pypi.org/project/pycryptodomex,2024-01-10 11:31:14.000,1298.0,34083639.0,https://anaconda.org/conda-forge/pycryptodomex,2023-09-23 12:01:55.967,1644480.0,2.0,,,,,,,,,,,,,2.0,,,,, +59,keyring,jaraco/keyring,Store and access your passwords safely.,,cryptography,https://github.com/jaraco/keyring,https://github.com/jaraco/keyring,MIT,2015-02-24 14:10:21.000,2024-05-14 19:45:42.894,2024-05-13 18:58:19,2173.0,87.0,148,22.0,168.0,65.0,450.0,1204,2024-05-13 19:02:36.000,25.2.1,198.0,122.0,39,True,120572.0,117771.0,keyring,conda-forge/keyring,,,54149060.0,https://pypi.org/project/keyring,2024-05-13 19:02:24.000,2801.0,54047466.0,https://anaconda.org/conda-forge/keyring,2024-05-14 19:45:42.894,4673340.0,2.0,,,,,,,,,,,,,,,,,, +60,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 00:09:04.000,2024-05-16 12:03:06.000,2024-05-16 12:02:36,1831.0,56.0,281,53.0,1259.0,51.0,608.0,711,2024-05-06 14:19:38.000,3.22.0,164.0,156.0,39,True,29926.0,29065.0,google-cloud-bigquery,conda-forge/google-cloud-bigquery,,,43460207.0,https://pypi.org/project/google-cloud-bigquery,2024-05-06 14:19:38.000,861.0,43398016.0,https://anaconda.org/conda-forge/google-cloud-bigquery,2024-05-07 13:19:55.581,2860816.0,2.0,,,,,,,,,,,,,,,,,, +61,tink,google/tink,"Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy..",,cryptography,https://github.com/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 10:22:21,7864.0,196.0,1176,335.0,248.0,,469.0,13452,2024-05-02 07:03:04.000,1.10.0,21.0,116.0,38,True,1086.0,1075.0,tink,,,1103.0,389326.0,https://pypi.org/project/tink,2024-05-02 07:03:04.000,8.0,389022.0,,,,3.0,tink-crypto,https://www.npmjs.com/package/tink-crypto,2023-05-02 19:29:05.212,3.0,291.0,,,,,,,tink-crypto/tink,,,,,, +62,Kedro,kedro-org/kedro,Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create..,,data-pipelines,https://github.com/kedro-org/kedro,https://github.com/kedro-org/kedro,Apache-2.0,2019-04-18 10:29:56.000,2024-05-16 11:57:04.000,2024-05-16 10:28:38,3217.0,78.0,871,104.0,1774.0,274.0,1541.0,9391,2024-04-22 14:50:06.000,0.19.5,52.0,227.0,38,True,2471.0,2363.0,kedro,,,,516004.0,https://pypi.org/project/kedro,2024-04-22 14:50:06.000,108.0,516004.0,,,,2.0,,,,,,,,,,,,,,,,,, +63,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 22:12:08.000,2024-05-16 12:31:27.000,2024-05-16 12:31:24,2749.0,7.0,703,149.0,760.0,617.0,561.0,8984,2023-12-13 09:51:12.000,3.0.43,127.0,229.0,38,True,2546.0,,prompt_toolkit,conda-forge/prompt-toolkit,,,50660248.0,https://pypi.org/project/prompt_toolkit,2023-12-13 08:44:35.000,2546.0,50155782.0,https://anaconda.org/conda-forge/prompt-toolkit,2023-12-12 16:46:57.325,22701014.0,2.0,,,,,,,,,,,,,,,,,, +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 17:38:47.000,2024-05-04 06:55:32.000,2024-05-04 06:55:22,1104.0,2.0,1473,229.0,496.0,14.0,640.0,7564,2023-06-26 05:34:54.000,1.1.0,42.0,124.0,38,True,219682.0,218433.0,PyMySQL,conda-forge/pymysql,,,48717450.0,https://pypi.org/project/PyMySQL,2023-06-26 05:34:24.409,1249.0,48687657.0,https://anaconda.org/conda-forge/pymysql,2023-06-26 13:59:27.383,1370515.0,2.0,,,,,,,,,,,,,,,,,, +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 05:35:17.000,2024-05-09 16:57:36.000,2024-04-29 04:31:22,365.0,4.0,407,35.0,240.0,55.0,236.0,7165,2024-01-23 06:32:58.000,1.0.1,45.0,95.0,38,True,794575.0,785704.0,python-dotenv,conda-forge/python-dotenv,,,63888110.0,https://pypi.org/project/python-dotenv,2024-01-23 06:32:58.000,8871.0,63816579.0,https://anaconda.org/conda-forge/python-dotenv,2024-01-23 13:59:22.151,3290453.0,1.0,,,,,,,,,,,,,,,,,, +66,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 20:08:03.000,2024-05-05 12:51:39.000,2024-04-25 17:59:33,1756.0,9.0,3231,139.0,903.0,99.0,1236.0,6470,2024-01-08 22:11:24.000,29.0.0,93.0,195.0,38,True,1250.0,,kubernetes,conda-forge/kubernetes,,,32299374.0,https://pypi.org/project/kubernetes,2024-01-08 22:05:55.000,1250.0,32289187.0,https://anaconda.org/conda-forge/kubernetes,2024-04-18 06:31:40.432,489012.0,2.0,,,,,,,,,,,,,-1.0,,,,, +67,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 23:43:14.000,2024-05-14 22:34:12.000,2024-05-03 14:44:05,656.0,23.0,196,34.0,94.0,3.0,384.0,5625,2024-05-03 15:08:37.000,3.10.3,126.0,22.0,38,True,93271.0,90893.0,orjson,conda-forge/orjson,,,26902039.0,https://pypi.org/project/orjson,2024-05-03 14:49:49.000,2378.0,26876906.0,https://anaconda.org/conda-forge/orjson,2024-05-03 21:12:04.785,1206394.0,2.0,,,,,,,,,,,,,,,,,, +68,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 20:43:46.000,2024-05-16 10:14:11.000,2024-05-15 12:34:55,8119.0,494.0,535,83.0,6190.0,261.0,2617.0,4292,2024-04-30 18:01:25.000,9.0.0,92.0,298.0,38,True,1535.0,1473.0,ibis-framework,conda-forge/ibis-framework,,129.0,198293.0,https://pypi.org/project/ibis-framework,2024-05-12 00:02:23.000,62.0,191129.0,https://anaconda.org/conda-forge/ibis-framework,2024-05-13 17:19:49.424,336522.0,2.0,,,,,,,,,,,,,,,,,, +69,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 15:18:06.000,2024-05-15 15:03:41.000,2024-05-15 15:03:40,5643.0,102.0,1084,240.0,1637.0,5.0,,4059,2024-05-07 20:50:20.000,4.7.2,141.0,213.0,38,True,3922.0,,pymongo,conda-forge/pymongo,,,28908646.0,https://pypi.org/project/pymongo,2024-05-07 20:39:07.000,3922.0,28871161.0,https://anaconda.org/conda-forge/pymongo,2024-05-09 02:28:41.884,1724351.0,2.0,,,,,,,,,,,,,,,,,, +70,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 01:39:02.000,2024-05-15 19:02:19.000,2024-05-15 19:02:15,2450.0,88.0,669,61.0,1617.0,34.0,1080.0,3815,2024-04-22 18:24:00.000,3.7.3,151.0,151.0,38,True,1677.0,1582.0,awswrangler,conda-forge/awswrangler,['pandas'],236767.0,45019168.0,https://pypi.org/project/awswrangler,2024-04-22 18:15:52.000,95.0,45004682.0,https://anaconda.org/conda-forge/awswrangler,2024-04-22 19:59:53.792,488761.0,2.0,,,,,,,,,,,,aws/aws-sdk-pandas,,,,,, +71,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 01:07:06.000,2024-05-03 10:55:12.000,2024-04-06 14:47:44,1377.0,12.0,624,116.0,131.0,15.0,924.0,3503,2024-02-18 23:11:21.000,3.2.0,167.0,52.0,38,True,78485.0,76873.0,xlsxwriter,conda-forge/xlsxwriter,,,20115414.0,https://pypi.org/project/xlsxwriter,2024-02-18 23:11:21.000,1612.0,20048050.0,https://anaconda.org/conda-forge/xlsxwriter,2023-11-05 19:10:43.834,3233512.0,1.0,,,,,,,,,,,,,,,,,, +72,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,,497,72.0,306.0,26.0,1271.0,3223,2024-01-02 21:56:56.000,2.9.9,62.0,136.0,38,False,737033.0,733632.0,psycopg2,psycopg2,,,15169112.0,https://pypi.org/project/psycopg2,2023-10-03 12:45:27.000,3367.0,15166332.0,https://anaconda.org/anaconda/psycopg2,2024-02-29 15:31:04.534,283567.0,2.0,,,,,,,,,,,,,,,34.0,,, +73,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 22:01:56.000,2024-05-11 19:07:57.000,2024-04-15 12:45:13,557.0,5.0,596,95.0,181.0,33.0,323.0,3141,2024-03-30 13:22:59.000,release_v2.22,22.0,84.0,38,True,811321.0,809292.0,pycparser,conda-forge/pycparser,,,239998581.0,https://pypi.org/project/pycparser,2024-03-30 13:22:20.000,2029.0,239171564.0,https://anaconda.org/conda-forge/pycparser,2024-03-30 15:14:37.401,38869826.0,2.0,,,,,,,,,,,,,,,,,, +74,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 20:13:10,1807.0,15.0,229,20.0,152.0,111.0,950.0,2497,2023-12-20 17:06:21.000,rel_1_13_1,123.0,184.0,38,True,221074.0,219653.0,alembic,conda-forge/alembic,,,38086266.0,https://pypi.org/project/alembic,2023-12-20 17:06:16.000,1421.0,37982958.0,https://anaconda.org/conda-forge/alembic,2024-01-13 21:09:43.478,4545581.0,2.0,,,,,,,,,,,,,,,,,, +75,PyYAML,yaml/pyyaml,Canonical source repository for PyYAML.,,file-formats,https://github.com/yaml/pyyaml,https://github.com/yaml/pyyaml,MIT,2011-11-03 05:09:49.000,2024-05-11 12:02:33.000,2023-11-14 16:25:37,322.0,,495,54.0,267.0,284.0,324.0,2437,2023-07-18 00:00:10.531,6.0.1,40.0,40.0,38,True,1217598.0,1181497.0,pyyaml,conda-forge/pyyaml,,,319965848.0,https://pypi.org/project/pyyaml,2023-07-18 00:00:10.531,36101.0,318954689.0,https://anaconda.org/conda-forge/pyyaml,2023-09-22 09:16:45.760,44491016.0,1.0,,,,,,,,,,,,,,,,,, +76,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,,239,53.0,161.0,31.0,218.0,1597,2023-12-21 22:01:50.000,3.0.3,51.0,68.0,38,True,379517.0,378428.0,greenlet,conda-forge/greenlet,,,96974052.0,https://pypi.org/project/greenlet,2023-12-21 22:01:50.000,1089.0,96767556.0,https://anaconda.org/conda-forge/greenlet,2023-12-21 23:45:31.152,9705314.0,1.0,,,,,,,,,,,,,,,,,, +77,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 02:03:55.000,2024-05-13 04:10:14.000,2024-05-13 04:10:06,642.0,48.0,153,26.0,663.0,7.0,131.0,1146,2024-05-04 04:12:07.000,4.1.3,24.0,32.0,38,True,223380.0,222138.0,bcrypt,conda-forge/bcrypt,,,59567329.0,https://pypi.org/project/bcrypt,2024-05-04 04:12:07.000,1242.0,59458636.0,https://anaconda.org/conda-forge/bcrypt,2023-12-15 18:31:52.917,4891204.0,3.0,,,,,,,,,,,,,,,,,, +78,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 11:11:32,2009.0,7.0,197,27.0,610.0,100.0,201.0,604,2024-04-19 11:11:54.000,5.14.3,53.0,118.0,38,True,438495.0,437198.0,traitlets,conda-forge/traitlets,,348.0,46162246.0,https://pypi.org/project/traitlets,2024-04-19 11:11:46.000,1297.0,45541174.0,https://anaconda.org/conda-forge/traitlets,2024-04-19 14:02:08.415,27326589.0,1.0,,,,,,,,,,,,,,,,,, +79,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 15:06:38.000,2024-05-09 13:47:36.000,2024-05-09 00:08:06,4115.0,10.0,2374,473.0,2299.0,131.0,882.0,17375,2024-01-15 15:33:51.000,3.5.0,81.0,616.0,37,True,2557.0,2417.0,luigi,luigi,,,328447.0,https://pypi.org/project/luigi,2024-01-15 15:30:38.000,137.0,328301.0,https://anaconda.org/anaconda/luigi,2023-06-16 13:25:26.049,14454.0,2.0,,,,,,,stable/luigi,,,,,,,,3.0,,, +80,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,,526,226.0,258.0,102.0,259.0,10056,2023-10-22 22:02:54.000,0.19.0,80.0,60.0,37,True,129487.0,128223.0,uvloop,conda-forge/uvloop,,436.0,13195026.0,https://pypi.org/project/uvloop,2023-10-22 22:02:54.000,1264.0,13178485.0,https://anaconda.org/conda-forge/uvloop,2023-10-23 19:09:59.969,711119.0,2.0,,,,,,,,,,,,,,,,,, +81,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 21:35:05.000,2024-05-16 12:33:43.000,2024-05-15 13:35:03,2926.0,144.0,642,115.0,3146.0,701.0,3491.0,9498,2024-05-15 10:28:54.000,0.30.0,97.0,130.0,37,True,1529.0,1482.0,modin,conda-forge/modin-core,['pandas'],196841.0,1338660.0,https://pypi.org/project/modin,2024-05-15 10:21:13.000,47.0,1326540.0,https://anaconda.org/conda-forge/modin-core,2024-05-15 15:08:24.901,316500.0,2.0,,,,,,,,,,,,,,,,,, +82,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 13:00:26.000,2024-05-16 12:54:34.000,2024-03-08 23:30:02,2179.0,1.0,1381,147.0,978.0,305.0,1196.0,5493,2020-09-30 07:33:37.000,2.0.1,36.0,217.0,37,True,26055.0,25376.0,kafka-python,conda-forge/kafka-python,,1840.0,13088927.0,https://pypi.org/project/kafka-python,2020-09-30 07:24:01.000,679.0,13083688.0,https://anaconda.org/conda-forge/kafka-python,2023-06-16 13:25:06.579,438844.0,2.0,,,,,,,,,,,,,,,,,, +83,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 19:03:54,1198.0,11.0,585,135.0,337.0,32.0,227.0,4535,2024-04-04 13:55:31.000,3.6.1,47.0,127.0,37,True,97156.0,96985.0,tablib,conda-forge/tablib,,,1969679.0,https://pypi.org/project/tablib,2024-04-04 13:55:31.000,171.0,1967320.0,https://anaconda.org/conda-forge/tablib,2024-04-04 15:56:20.202,96744.0,1.0,,,,,,,,,,,,,,,,,, +84,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,,255,82.0,354.0,123.0,143.0,4532,2024-01-24 03:28:25.000,0.12.1,28.0,77.0,37,True,154214.0,152835.0,toolz,conda-forge/toolz,,,35410674.0,https://pypi.org/project/toolz,2024-01-24 03:28:25.000,1379.0,34951176.0,https://anaconda.org/conda-forge/toolz,2024-01-24 16:12:46.142,20217943.0,2.0,,,,,,,,,,,,,,,,,, +85,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 16:19:39.000,2024-05-11 14:50:26.000,2024-05-10 18:03:49,1081.0,35.0,798,426.0,462.0,48.0,1262.0,3777,2024-04-30 15:38:52.000,8.13.1,40.0,139.0,37,True,10652.0,10313.0,elasticsearch-dsl,anaconda/elasticsearch-dsl,,205.0,4444651.0,https://pypi.org/project/elasticsearch-dsl,2024-04-30 15:38:52.000,339.0,4444541.0,https://anaconda.org/anaconda/elasticsearch-dsl,2024-02-08 20:22:57.094,8483.0,2.0,,,,,,,,,,,,,,,,,, +86,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 21:42:52.000,2024-05-16 12:30:47.000,2024-05-16 03:46:26,2771.0,19.0,1255,196.0,1262.0,174.0,1887.0,3456,2023-11-17 18:40:04.000,4.3.0,43.0,236.0,37,True,4504.0,4329.0,netmiko,,,,297179.0,https://pypi.org/project/netmiko,2023-11-17 18:06:05.000,175.0,297179.0,,,,3.0,,,,,,,,,,,,,,,,,, +87,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,,475,90.0,309.0,157.0,329.0,2538,2023-11-25 06:56:14.000,4.9.0,20.0,107.0,37,True,381871.0,380292.0,pexpect,conda-forge/pexpect,,4373.0,72698568.0,https://pypi.org/project/pexpect,2023-11-25 06:56:14.000,1579.0,72260496.0,https://anaconda.org/conda-forge/pexpect,2024-01-24 16:21:57.503,18835671.0,1.0,,,,,,,,,,,,,,,,,, +88,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 18:28:13,1590.0,11.0,477,46.0,645.0,370.0,421.0,2257,2024-03-01 18:35:11.000,2.9.0.post0,34.0,131.0,37,True,9824.0,,python-dateutil,conda-forge/python-dateutil,,35108.0,362604999.0,https://pypi.org/project/python-dateutil,2024-03-01 18:36:18.000,9824.0,360934833.0,https://anaconda.org/conda-forge/python-dateutil,2024-03-01 13:32:48.081,56774817.0,2.0,,,,,,,,,,,,,,,,,, +89,dill,uqfoundation/dill,serialize all of Python.,,serialization,https://github.com/uqfoundation/dill,https://github.com/uqfoundation/dill,BSD-3-Clause,2013-06-28 16:42:27.000,2024-05-14 20:08:52.000,2024-05-14 20:08:48,1013.0,3.0,173,23.0,165.0,182.0,335.0,2155,2024-01-27 23:48:36.000,0.3.8,27.0,45.0,37,True,161124.0,158304.0,dill,conda-forge/dill,,291819.0,56673783.0,https://pypi.org/project/dill,2024-01-27 23:42:14.000,2820.0,56531048.0,https://anaconda.org/conda-forge/dill,2024-01-28 09:41:18.086,6600629.0,2.0,,,,,,,,,,,,,,,,,, +90,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 21:07:18.000,2024-05-14 18:15:59.000,2024-05-13 18:21:45,980.0,30.0,128,27.0,349.0,60.0,288.0,1632,2024-02-19 08:36:23.000,4.3.0,51.0,51.0,37,True,294251.0,293433.0,anyio,conda-forge/anyio,,,70937212.0,https://pypi.org/project/anyio,2024-02-19 08:36:26.000,818.0,70653212.0,https://anaconda.org/conda-forge/anyio,2024-02-19 15:13:53.866,13632042.0,2.0,,,,,,,,,,,,,,,,,, +91,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 00:12:53,531.0,1.0,265,29.0,108.0,111.0,185.0,966,2021-05-05 14:18:17.000,1.16.0,28.0,67.0,37,True,2162209.0,2138381.0,six,conda-forge/six,,,315827882.0,https://pypi.org/project/six,2021-05-05 14:18:17.000,23828.0,315254184.0,https://anaconda.org/conda-forge/six,2023-06-16 13:17:33.301,55075101.0,2.0,,,,,,,,,,,,,,,,,, +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,,1935,465.0,554.0,479.0,1312.0,14630,2023-08-31 01:42:03.000,3.2.2,130.0,136.0,36,True,298.0,21.0,fabric,conda-forge/fabric,,,6894805.0,https://pypi.org/project/fabric,2023-08-31 01:42:03.000,277.0,6892535.0,https://anaconda.org/conda-forge/fabric,2023-08-31 04:59:09.600,90838.0,3.0,,,,,,,,,,,,,,,,,, +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 14:26:53.000,2024-05-16 12:03:25.000,2024-05-10 21:00:41,408.0,39.0,586,151.0,385.0,233.0,154.0,13148,2024-04-30 06:30:41.000,0.0.18,21.0,72.0,36,True,12296.0,11954.0,sqlmodel,conda-forge/sqlmodel,['pydantic'],,1396598.0,https://pypi.org/project/sqlmodel,2024-04-30 06:30:41.000,342.0,1395688.0,https://anaconda.org/conda-forge/sqlmodel,2024-04-30 11:39:51.617,30062.0,2.0,,,,,,,,,,,,,,,,,, +94,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,,684,134.0,395.0,190.0,461.0,6295,2024-02-06 22:07:43.000,4.0.0,47.0,148.0,36,True,149394.0,147073.0,watchdog,conda-forge/watchdog,,,21299979.0,https://pypi.org/project/watchdog,2024-02-06 22:04:28.000,2321.0,21238003.0,https://anaconda.org/conda-forge/watchdog,2024-02-07 09:26:23.738,2912915.0,2.0,,,,,,,,,,,,,,,,,, +95,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,,362,70.0,287.0,242.0,321.0,6077,2023-12-16 21:23:53.000,3.0.0,55.0,96.0,36,True,28687.0,27493.0,pendulum,conda-forge/pendulum,,648.0,33272554.0,https://pypi.org/project/pendulum,2023-12-16 21:23:53.000,1194.0,33251275.0,https://anaconda.org/conda-forge/pendulum,2024-01-07 18:54:51.714,978592.0,2.0,,,,,,,,,,,,,,,,,, +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,,242,47.0,146.0,118.0,141.0,3449,2022-10-25 02:38:17.509,0.4.6,46.0,51.0,36,True,962662.0,951998.0,colorama,conda-forge/colorama,,,174840971.0,https://pypi.org/project/colorama,2022-10-25 02:38:17.509,10664.0,174526545.0,https://anaconda.org/conda-forge/colorama,2023-06-16 13:16:09.835,30499403.0,2.0,,,,,,,,,,,,,,,,,, +97,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 13:03:20.000,2024-05-14 08:13:45.000,2024-05-13 07:30:59,2697.0,31.0,485,123.0,571.0,343.0,1523.0,2854,2024-04-02 15:22:06.000,0.31.1,163.0,65.0,36,True,31471.0,31327.0,xlwings,conda-forge/xlwings,,17572.0,162004.0,https://pypi.org/project/xlwings,2024-04-02 15:22:06.000,144.0,146003.0,https://anaconda.org/conda-forge/xlwings,2024-04-03 07:10:36.970,752203.0,2.0,,,,,,,,,,,,,,,,,, +98,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 22:33:48.000,2024-05-08 16:40:11.000,2024-05-08 16:40:11,863.0,14.0,200,60.0,111.0,6.0,368.0,2147,2024-04-02 09:09:24.000,2.10.0,54.0,76.0,36,True,76186.0,75335.0,numexpr,conda-forge/numexpr,,636.0,4182923.0,https://pypi.org/project/numexpr,2024-04-02 09:09:24.000,851.0,4011749.0,https://anaconda.org/conda-forge/numexpr,2024-02-05 13:50:40.663,8044893.0,2.0,,,,,,,,,,,,,,,,,, +99,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 03:21:47.000,2024-05-14 19:18:45.000,2024-04-08 22:57:11,1121.0,37.0,214,26.0,173.0,59.0,227.0,1912,2024-04-08 22:59:21.000,7.0.1,78.0,81.0,36,True,11303.0,10480.0,deepdiff,conda-forge/deepdiff,,,11490167.0,https://pypi.org/project/deepdiff,2024-04-08 22:59:21.000,823.0,11481084.0,https://anaconda.org/conda-forge/deepdiff,2024-04-09 14:12:56.546,426919.0,1.0,,,,,,,,,,,,,,,,,, +100,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 02:55:59.000,2024-05-15 21:32:03.000,2024-05-15 07:27:38,536.0,29.0,271,26.0,128.0,16.0,151.0,1827,2024-04-21 07:57:57.000,2.11.1,47.0,68.0,36,True,71280.0,70313.0,emoji,conda-forge/emoji,,,3784962.0,https://pypi.org/project/emoji,2024-04-21 07:57:57.000,967.0,3783349.0,https://anaconda.org/conda-forge/emoji,2024-04-21 15:09:41.834,72614.0,1.0,,,,,,,,,,,,,,,,,, +101,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 14:49:40.000,2024-05-16 13:37:38.000,2024-05-14 03:33:05,1942.0,55.0,256,44.0,1058.0,334.0,420.0,1348,2024-05-07 21:33:10.000,2.18.0,77.0,100.0,36,True,4638.0,3769.0,zarr,conda-forge/zarr,,,693319.0,https://pypi.org/project/zarr,2024-05-07 21:33:10.000,869.0,626976.0,https://anaconda.org/conda-forge/zarr,2024-05-08 03:03:42.681,3051820.0,2.0,,,,,,,,,,,,,,,,,, +102,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 20:33:54,1504.0,97.0,167,33.0,186.0,68.0,243.0,1221,2024-04-11 09:05:40.000,3.0.4,42.0,76.0,36,True,1224.0,,jsonpickle,conda-forge/jsonpickle,,,11924850.0,https://pypi.org/project/jsonpickle,2024-04-11 09:05:40.000,1224.0,11878518.0,https://anaconda.org/conda-forge/jsonpickle,2024-04-11 14:48:35.125,1714309.0,2.0,,,,,,,,,,,,,,,,,, +103,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 16:48:22.000,2024-05-13 21:41:34.000,2024-03-22 15:16:53,1393.0,7.0,318,33.0,336.0,200.0,240.0,1213,2024-03-24 15:17:24.000,0.41.2,215.0,120.0,36,True,30856.0,30007.0,sqlalchemy-utils,conda-forge/sqlalchemy-utils,,,6782487.0,https://pypi.org/project/sqlalchemy-utils,2024-03-24 15:17:24.000,849.0,6770536.0,https://anaconda.org/conda-forge/sqlalchemy-utils,2024-03-24 16:29:04.722,573675.0,2.0,,,,,,,,,,,,,,,,,, +104,s3fs,fsspec/s3fs,S3 Filesystem.,,db-clients,https://github.com/fsspec/s3fs,https://github.com/fsspec/s3fs,BSD-3-Clause,2016-03-16 00:19:32.000,2024-05-15 15:05:51.000,2024-05-15 15:05:03,1042.0,15.0,266,19.0,411.0,135.0,330.0,820,2024-05-15 15:05:51.000,2024.5.0,70.0,139.0,36,True,18934.0,17994.0,s3fs,conda-forge/s3fs,,,253403791.0,https://pypi.org/project/s3fs,2024-05-15 15:05:51.000,940.0,253252624.0,https://anaconda.org/conda-forge/s3fs,2024-03-19 13:28:34.302,6802530.0,2.0,,,,,,,,,,,,,,,,,, +105,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 18:28:58.000,2024-05-16 11:02:18.000,2024-05-16 11:02:18,80.0,65.0,1828,229.0,3082.0,727.0,2875.0,13169,2024-04-01 17:47:56.000,5.0.4,185.0,19.0,35,False,12185.0,11659.0,pysimplegui,conda-forge/pysimplegui,,,793779.0,https://pypi.org/project/pysimplegui,2024-04-01 17:47:56.000,526.0,791212.0,https://anaconda.org/conda-forge/pysimplegui,2023-06-16 16:16:23.007,146355.0,2.0,,,,,,,,,,,,,,,,,, +106,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 19:39:49,2435.0,1.0,1231,231.0,482.0,161.0,1024.0,8257,2022-12-24 01:04:06.789,4.2.5,51.0,177.0,35,True,10760.0,10640.0,supervisor,conda-forge/supervisor,,,1689400.0,https://pypi.org/project/supervisor,2022-12-24 01:04:06.789,120.0,1682394.0,https://anaconda.org/conda-forge/supervisor,2023-11-23 10:15:30.879,301285.0,2.0,,,,,,,,,,,,,,,,,, +107,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 14:04:30,448.0,1.0,562,161.0,112.0,265.0,187.0,7891,2014-06-16 11:18:57.000,0.6.2,11.0,31.0,35,True,120836.0,117573.0,docopt,conda-forge/docopt,,,11165492.0,https://pypi.org/project/docopt,2014-06-16 11:18:57.000,3263.0,11143848.0,https://anaconda.org/conda-forge/docopt,2023-06-16 13:17:10.080,2099550.0,2.0,,,,,,,,,,,,,,,,,, +108,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 21:53:40,1562.0,27.0,347,140.0,205.0,70.0,109.0,6427,2024-03-31 22:43:26.000,24.0.0,54.0,90.0,35,True,7429.0,7083.0,boltons,conda-forge/boltons,,30.0,4320865.0,https://pypi.org/project/boltons,2024-03-31 21:24:05.000,346.0,4218685.0,https://anaconda.org/conda-forge/boltons,2024-04-01 01:56:18.939,4802486.0,2.0,,,,,,,,,,,,,,,,,, +109,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 14:38:21.000,2024-05-04 13:33:14.000,2024-05-03 21:43:51,225.0,4.0,461,106.0,101.0,95.0,164.0,5393,2022-05-08 07:00:02.000,0.13.0,29.0,51.0,35,True,69096.0,66260.0,xmltodict,conda-forge/xmltodict,,,46245829.0,https://pypi.org/project/xmltodict,2022-05-08 07:00:02.000,2836.0,46203786.0,https://anaconda.org/conda-forge/xmltodict,2023-06-16 13:20:35.475,3910001.0,2.0,,,,,,,,,,,,,,,,,, +110,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 13:05:52.000,2024-05-08 22:44:42.000,2024-05-08 22:44:21,1078.0,52.0,378,49.0,400.0,63.0,327.0,3098,2024-03-26 08:43:19.000,7.0.4,61.0,120.0,35,True,504.0,,smart-open,conda-forge/smart_open,,,24969193.0,https://pypi.org/project/smart-open,2024-03-26 08:42:54.000,504.0,24916965.0,https://anaconda.org/conda-forge/smart_open,2024-03-26 12:23:56.875,2402507.0,2.0,,,,,,,,,,,,piskvorky/smart_open,,,,,, +111,pyodbc,mkleehammer/pyodbc,Python ODBC bridge.,,db-clients,https://github.com/mkleehammer/pyodbc,https://github.com/mkleehammer/pyodbc,MIT-0,2008-10-03 15:19:37.000,2024-05-16 04:35:04.000,2024-04-16 21:51:23,517.0,5.0,553,122.0,231.0,54.0,1001.0,2860,2024-02-05 17:00:57.000,5.1.0,64.0,59.0,35,False,57866.0,56915.0,pyodbc,conda-forge/pyodbc,,,25841137.0,https://pypi.org/project/pyodbc,2024-02-05 16:52:22.000,951.0,25810462.0,https://anaconda.org/conda-forge/pyodbc,2024-02-05 20:49:55.775,1319039.0,2.0,,,,,,,,,,,,,,,,,, +112,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,,428,55.0,312.0,11.0,325.0,2415,2024-03-10 10:17:55.000,2.2.4,40.0,84.0,35,True,164768.0,163982.0,mysqlclient,conda-forge/mysqlclient,,5292.0,7222795.0,https://pypi.org/project/mysqlclient,2024-02-08 15:53:45.000,786.0,7214967.0,https://anaconda.org/conda-forge/mysqlclient,2024-03-10 16:42:38.687,357486.0,2.0,,,,,,,,,,,,,,,,,, +113,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 21:34:44.000,2024-05-15 22:16:07.000,2024-05-15 22:16:06,1797.0,21.0,209,92.0,274.0,,,2335,2024-03-26 18:57:20.000,3.4.0,48.0,52.0,35,True,89980.0,89441.0,motor,conda-forge/motor,,,1804395.0,https://pypi.org/project/motor,2024-03-26 17:52:40.000,539.0,1802837.0,https://anaconda.org/conda-forge/motor,2024-03-26 19:44:42.162,67028.0,2.0,,,,,,,,,,,,,,,,,, +114,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,,141,40.0,115.0,26.0,151.0,1987,2023-10-25 21:06:04.000,0.20.0,75.0,73.0,35,True,339462.0,338458.0,pyrsistent,conda-forge/pyrsistent,,,41168256.0,https://pypi.org/project/pyrsistent,2023-10-25 21:06:04.000,1004.0,40718289.0,https://anaconda.org/conda-forge/pyrsistent,2023-10-31 12:42:54.224,20698515.0,1.0,,,,,,,,,,,,,,,,,, +115,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 08:24:41.000,2024-05-14 07:22:59.591,2024-05-07 13:01:54,887.0,19.0,222,47.0,308.0,3.0,289.0,1848,2024-03-01 12:34:50.000,1.0.8,25.0,79.0,35,True,1891.0,,msgpack,conda-forge/msgpack-python,,1310.0,74575387.0,https://pypi.org/project/msgpack,2024-05-07 15:21:53.000,1891.0,74207773.0,https://anaconda.org/conda-forge/msgpack-python,2024-05-14 07:22:59.591,15806711.0,2.0,,,,,,,,,,,,,,,,,, +116,argcomplete,kislyuk/argcomplete,"Python and tab completion, better together.",,cli-helpers,https://github.com/kislyuk/argcomplete,https://github.com/kislyuk/argcomplete,Apache-2.0,2012-11-19 15:37:34.000,2024-05-12 21:49:06.000,2024-05-12 21:49:06,772.0,6.0,124,35.0,221.0,53.0,213.0,1372,2024-04-14 21:26:49.000,3.3.0,127.0,73.0,35,True,53878.0,52574.0,argcomplete,conda-forge/argcomplete,,361.0,29515582.0,https://pypi.org/project/argcomplete,2024-04-14 21:26:49.000,1304.0,29480558.0,https://anaconda.org/conda-forge/argcomplete,2024-04-15 20:41:57.799,1610988.0,2.0,,,,,,,,,,,,,,,,,, +117,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 09:51:03.000,2024-05-12 09:27:24.000,2024-04-17 03:25:22,1331.0,51.0,191,50.0,211.0,87.0,374.0,1194,2024-03-12 21:29:07.000,1.7.15,90.0,64.0,35,True,3696.0,3652.0,petl,conda-forge/petl,,,1764531.0,https://pypi.org/project/petl,2024-03-12 21:29:07.000,44.0,1759674.0,https://anaconda.org/conda-forge/petl,2024-03-13 00:52:03.874,228280.0,2.0,,,,,,,,,,,,,,,,http://petl.readthedocs.org,, +118,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 03:31:16,792.0,7.0,211,40.0,122.0,149.0,272.0,1146,2020-01-25 14:40:31.000,0.10.9,32.0,41.0,35,True,39739.0,39455.0,py4j,conda-forge/py4j,,,49724133.0,https://pypi.org/project/py4j,2022-08-12 22:50:48.011,284.0,49663934.0,https://anaconda.org/conda-forge/py4j,2023-06-16 13:21:18.228,5598557.0,2.0,,,,,,,,,,,,py4j/py4j,,,,,, +119,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 08:16:32.000,2024-05-16 10:41:59.000,2024-05-07 06:24:26,427.0,73.0,144,13.0,203.0,2.0,169.0,914,2024-04-19 13:31:58.000,0.28.1,51.0,52.0,35,True,120472.0,117584.0,validators,conda-forge/validators,,27.0,7391752.0,https://pypi.org/project/validators,2024-04-19 13:27:28.000,2888.0,7378202.0,https://anaconda.org/conda-forge/validators,2024-04-19 15:42:23.860,623299.0,2.0,,,,,,,,,,,,python-validators/validators,,,,,, +120,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 00:29:27.000,2024-05-13 17:17:39.000,2024-05-13 17:17:38,310.0,16.0,100,16.0,212.0,14.0,96.0,699,2024-04-29 15:59:29.000,3.14.0,69.0,46.0,35,True,438712.0,436672.0,filelock,conda-forge/filelock,,,142409965.0,https://pypi.org/project/filelock,2024-04-29 15:59:29.000,2040.0,142036763.0,https://anaconda.org/conda-forge/filelock,2024-04-29 20:37:42.891,17913711.0,2.0,,,,,,,,,,,,tox-dev/filelock,,,,,, +121,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,,112,33.0,105.0,59.0,68.0,240,2024-03-26 20:07:32.000,0.6.0,40.0,16.0,35,False,499106.0,497510.0,pyasn1,conda-forge/pyasn1,,,208782249.0,https://pypi.org/project/pyasn1,2024-03-26 20:07:32.000,1596.0,206982102.0,https://anaconda.org/conda-forge/pyasn1,2024-04-15 19:31:54.296,14401176.0,2.0,,,,,,,,,,,,,,,,,, +122,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 21:24:48.000,2024-05-16 08:56:47.000,2024-05-16 08:56:46,745.0,35.0,42,4.0,42.0,5.0,70.0,51,2024-05-16 09:02:22.000,3.18.2,51.0,28.0,35,False,679094.0,676882.0,zipp,conda-forge/zipp,,,207844884.0,https://pypi.org/project/zipp,2024-03-14 21:09:02.000,2212.0,206985257.0,https://anaconda.org/conda-forge/zipp,2023-09-21 00:15:19.475,37823611.0,2.0,,,,,,,,,,,,,,,,,, +123,schedule,dbader/schedule,Python job scheduling for humans.,,infrastructure,https://github.com/dbader/schedule,https://github.com/dbader/schedule,MIT,2013-05-19 12:51:20.000,2024-05-13 08:57:46.000,2024-04-28 12:39:23,396.0,1.0,951,212.0,188.0,158.0,299.0,11523,2023-10-01 13:58:38.000,1.2.1,26.0,60.0,34,True,35289.0,34648.0,schedule,conda-forge/schedule,,,2262276.0,https://pypi.org/project/schedule,2023-10-01 13:58:38.000,641.0,2260877.0,https://anaconda.org/conda-forge/schedule,2023-10-02 12:55:42.807,55962.0,3.0,,,,,,,,,,,,,,,,,, +124,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 19:33:15.000,2024-05-02 18:52:41.000,2024-04-03 21:42:43,1878.0,3.0,599,122.0,1306.0,277.0,1111.0,8264,2023-02-23 18:30:37.000,1.3.2,22.0,118.0,34,True,23484.0,23473.0,hydra,conda-forge/hydra-core,,,28917.0,https://pypi.org/project/hydra,2016-08-03 13:21:51.000,11.0,9858.0,https://anaconda.org/conda-forge/hydra-core,2023-06-16 19:18:09.635,972051.0,2.0,,,,,,,,,,,,,,,,,, +125,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 16:46:43,1468.0,3.0,494,134.0,236.0,7.0,470.0,6863,2023-08-14 08:32:59.000,2.0.0,44.0,98.0,34,True,15359.0,14640.0,sh,conda-forge/sh,,,7951816.0,https://pypi.org/project/sh,2023-08-10 01:31:28.000,719.0,7947162.0,https://anaconda.org/conda-forge/sh,2023-08-10 02:31:43.807,200156.0,3.0,,,,,,,,,,,,,,,,,, +126,tenacity,jd/tenacity,Retrying library for Python.,,utilities,https://github.com/jd/tenacity,https://github.com/jd/tenacity,Apache-2.0,2016-08-11 12:44:02.000,2024-05-09 01:21:31.257,2024-03-14 10:25:38,497.0,4.0,261,47.0,215.0,100.0,156.0,6076,2024-05-07 08:48:14.000,8.3.0,54.0,92.0,34,True,2294.0,,tenacity,conda-forge/tenacity,,,62830251.0,https://pypi.org/project/tenacity,2024-05-07 08:48:14.000,2294.0,62677651.0,https://anaconda.org/conda-forge/tenacity,2024-05-09 01:21:31.257,6561817.0,2.0,,,,,,,,,,,,,,,,,, +127,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 20:59:09.000,2024-05-14 19:08:25.982,2024-05-14 11:05:43,1073.0,50.0,521,92.0,198.0,16.0,440.0,5413,2024-05-14 15:30:09.000,0.9.1,48.0,77.0,34,True,3616.0,3446.0,transitions,conda-forge/transitions,,,638601.0,https://pypi.org/project/transitions,2024-05-14 15:30:09.000,170.0,624922.0,https://anaconda.org/conda-forge/transitions,2024-05-14 19:08:25.982,642929.0,1.0,,,,,,,,,,,,,2.0,,,,, +128,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 16:52:10.000,2024-05-14 13:48:24.000,2024-05-14 13:48:24,1225.0,31.0,348,44.0,515.0,558.0,519.0,4272,2024-04-26 15:59:33.000,0.20.1,152.0,134.0,34,True,7799.0,7641.0,tortoise-orm,conda-forge/tortoise-orm,,13.0,139177.0,https://pypi.org/project/tortoise-orm,2024-04-26 15:59:33.000,158.0,138668.0,https://anaconda.org/conda-forge/tortoise-orm,2024-04-26 21:09:33.118,17847.0,2.0,,,,,,,,,,,,,,,,,, +129,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 20:00:51.000,2024-05-15 14:37:47.772,2024-05-13 11:09:20,921.0,12.0,363,87.0,283.0,27.0,318.0,4253,2024-05-14 02:00:27.000,5.10.0,38.0,88.0,34,True,2171.0,,ujson,conda-forge/ujson,,,14915868.0,https://pypi.org/project/ujson,2024-05-14 02:00:27.000,2171.0,14814628.0,https://anaconda.org/conda-forge/ujson,2024-05-15 14:37:47.772,4758311.0,3.0,,,,,,,,,,,,,,,,,, +130,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 03:01:23.000,2024-05-12 10:49:37.021,2024-05-12 06:37:14,515.0,17.0,331,22.0,143.0,34.0,138.0,3946,2024-05-12 06:45:10.000,5.2.0,91.0,24.0,34,True,31237.0,30463.0,gdown,conda-forge/gdown,,,1465331.0,https://pypi.org/project/gdown,2024-05-12 06:45:10.000,774.0,1459469.0,https://anaconda.org/conda-forge/gdown,2024-05-12 10:49:37.021,275552.0,2.0,,,,,,,,,,,,,2.0,,,,, +131,Prometheus Client,prometheus/client_python,Prometheus instrumentation library for Python applications.,,db-clients,https://github.com/prometheus/client_python,https://github.com/prometheus/client_python,Apache-2.0,2015-02-10 22:47:25.000,2024-05-15 01:39:48.000,2024-04-16 14:17:42,560.0,3.0,786,72.0,435.0,107.0,441.0,3800,2024-02-14 15:55:57.000,0.20.0,50.0,146.0,34,True,1479.0,,prometheus_client,conda-forge/prometheus_client,,,35769387.0,https://pypi.org/project/prometheus_client,2024-02-14 15:55:03.000,1479.0,35430481.0,https://anaconda.org/conda-forge/prometheus_client,2024-02-14 17:48:15.061,16267489.0,2.0,,,,,,,,,,,,,,,,,, +132,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 17:30:12,335.0,5.0,258,51.0,209.0,130.0,200.0,3713,2024-03-01 17:39:26.000,0.9.0,43.0,59.0,34,True,23178.0,23019.0,databases,conda-forge/databases,,,591416.0,https://pypi.org/project/databases,2024-03-01 17:39:26.000,159.0,586600.0,https://anaconda.org/conda-forge/databases,2024-04-06 18:59:56.305,202303.0,2.0,,,,,,,,,,,,,,,,,, +133,Dynaconf,rochacbruno/dynaconf,Configuration Management for Python.,,configuration,https://github.com/dynaconf/dynaconf,https://github.com/dynaconf/dynaconf,MIT,2015-08-14 21:25:22.000,2024-05-09 00:56:06.000,2024-04-19 19:36:17,759.0,23.0,287,34.0,534.0,117.0,390.0,3547,2024-03-18 20:33:02.000,3.2.5,87.0,123.0,34,True,8829.0,8418.0,dynaconf,conda-forge/dynaconf,,,3106050.0,https://pypi.org/project/dynaconf,2024-03-18 20:28:58.000,411.0,3104298.0,https://anaconda.org/conda-forge/dynaconf,2024-03-26 14:14:35.586,75372.0,2.0,,,,,,,,,,,,dynaconf/dynaconf,,,,,, +134,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 03:06:38.000,2024-05-03 09:34:50.916,2024-05-03 05:31:04,1649.0,19.0,411,87.0,114.0,10.0,172.0,3411,2024-05-03 06:12:03.000,8.13.36,245.0,31.0,34,True,528.0,,phonenumbers,conda-forge/phonenumbers,,,6675621.0,https://pypi.org/project/phonenumbers,2024-05-03 06:12:03.000,528.0,6650508.0,https://anaconda.org/conda-forge/phonenumbers,2024-05-03 09:34:50.916,904080.0,1.0,,,,,,,,,,,,,,,,,, +135,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 23:03:38,656.0,21.0,197,34.0,53.0,24.0,166.0,3247,2021-05-16 22:03:41.000,2.4.0,40.0,24.0,34,True,1135.0,,sortedcontainers,conda-forge/sortedcontainers,,,54452210.0,https://pypi.org/project/sortedcontainers,2021-05-16 22:03:41.000,1135.0,54319654.0,https://anaconda.org/conda-forge/sortedcontainers,2023-06-16 13:23:54.671,12460280.0,1.0,,,,,,,,,,,,,,,,,, +136,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,,237,50.0,267.0,19.0,334.0,3116,2023-08-09 12:51:08.000,1.3.5,27.0,66.0,34,True,16641.0,15986.0,cerberus,conda-forge/cerberus,,,4898607.0,https://pypi.org/project/cerberus,2023-08-09 12:51:08.000,655.0,4885713.0,https://anaconda.org/conda-forge/cerberus,2023-10-06 12:57:48.461,373933.0,2.0,,,,,,,,,,,,,,,,,, +137,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 06:44:56,1281.0,7.0,181,51.0,329.0,133.0,225.0,2758,2024-04-29 06:09:47.000,1.8.3,29.0,112.0,34,True,6646.0,6359.0,plumbum,conda-forge/plumbum,,,3180175.0,https://pypi.org/project/plumbum,2024-04-29 06:09:47.000,287.0,3154461.0,https://anaconda.org/conda-forge/plumbum,2024-04-29 08:13:36.172,1002874.0,3.0,,,,,,,,,,,,,-1.0,,,,, +138,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 15:27:15,1517.0,2.0,466,133.0,572.0,323.0,379.0,2467,2023-11-17 10:47:56.000,1.2.0,30.0,139.0,34,True,28918.0,27915.0,dateparser,conda-forge/dateparser,,,7371142.0,https://pypi.org/project/dateparser,2023-11-17 10:47:56.000,1003.0,7366573.0,https://anaconda.org/conda-forge/dateparser,2023-11-17 11:56:22.500,214748.0,2.0,,,,,,,,,,,,,-1.0,,,,, +139,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 14:08:50.000,2024-05-14 13:32:44.000,2024-04-26 15:15:44,1035.0,3.0,283,36.0,377.0,211.0,261.0,2386,2023-12-02 01:23:36.121,0.0.1,214.0,101.0,34,True,21434.0,21282.0,pypika,conda-forge/pypika,,,3032607.0,https://pypi.org/project/pypika,2022-03-15 11:22:57.000,152.0,3032155.0,https://anaconda.org/conda-forge/pypika,2023-06-16 19:27:43.516,14031.0,2.0,,,,,,,,,,,,,,,,,, +140,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 18:09:33,303.0,15.0,159,27.0,70.0,12.0,233.0,2127,2024-02-26 20:33:20.000,5.3.3,47.0,13.0,34,True,2409.0,,cachetools,conda-forge/cachetools,,,136277228.0,https://pypi.org/project/cachetools,2024-02-26 20:33:20.000,2409.0,136041130.0,https://anaconda.org/conda-forge/cachetools,2024-02-26 22:51:02.916,11332730.0,1.0,,,,,,,,,,,,,,,,,, +141,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,,334,65.0,124.0,22.0,181.0,1635,2023-10-06 08:33:05.000,3.19.2,107.0,43.0,34,True,126718.0,124198.0,simplejson,conda-forge/simplejson,,6450.0,19913941.0,https://pypi.org/project/simplejson,2023-10-06 08:33:05.000,2520.0,19846106.0,https://anaconda.org/conda-forge/simplejson,2024-02-15 12:03:26.747,3252977.0,3.0,,,,,,,,,,,,,,,,,, +142,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 16:54:42.000,2024-05-15 15:58:35.000,2024-05-15 15:58:34,812.0,72.0,222,59.0,534.0,153.0,638.0,1548,2019-06-19 22:31:20.000,3.7.4,16.0,99.0,34,True,3098.0,,typing,conda-forge/typing,,,8912249.0,https://pypi.org/project/typing,2021-05-01 18:03:55.000,3098.0,8881299.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,3033156.0,2.0,,,,,,,,,,,,,,,,,, +143,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 19:44:46.000,2024-05-09 06:08:08.000,2024-05-09 05:53:37,4984.0,143.0,270,61.0,427.0,170.0,562.0,1277,2023-11-27 12:13:28.000,3.9.2,46.0,134.0,34,True,1337.0,,tables,conda-forge/pytables,,187.0,1176166.0,https://pypi.org/project/tables,2023-11-27 11:52:19.000,1337.0,1020096.0,https://anaconda.org/conda-forge/pytables,2024-04-11 01:09:49.952,7179157.0,2.0,,,,,,,,,,,,,,,,,, +144,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 16:01:42.000,2024-05-07 09:37:03.000,2024-05-07 09:37:02,543.0,11.0,85,23.0,318.0,32.0,75.0,1231,2023-10-30 18:54:14.000,2.1.0,34.0,36.0,34,True,21888.0,21588.0,cleo,conda-forge/cleo,,,33145071.0,https://pypi.org/project/cleo,2023-10-30 18:54:08.000,300.0,33128439.0,https://anaconda.org/conda-forge/cleo,2023-10-30 19:23:44.113,715205.0,3.0,,,,,,,,,,,,python-poetry/cleo,,,,,, +145,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 16:07:31,1049.0,55.0,100,22.0,95.0,28.0,89.0,924,2024-04-23 19:54:21.000,7.2.1,51.0,55.0,34,True,21970.0,21363.0,inflect,conda-forge/inflect,,,5831561.0,https://pypi.org/project/inflect,2024-04-23 19:54:08.000,607.0,5823606.0,https://anaconda.org/conda-forge/inflect,2024-04-23 20:49:31.710,373898.0,1.0,,,,,,,,,,,,,,,,,, +146,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,,106,24.0,58.0,16.0,93.0,813,2022-01-07 08:20:03.000,5.1.1,38.0,27.0,34,True,570943.0,568906.0,decorator,conda-forge/decorator,,,105317660.0,https://pypi.org/project/decorator,2022-01-07 08:20:03.000,2037.0,105026525.0,https://anaconda.org/conda-forge/decorator,2023-06-16 13:18:04.782,27366732.0,2.0,,,,,,,,,,,,,,,,,, +147,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 21:09:40,1179.0,10.0,308,32.0,858.0,8.0,547.0,779,2024-04-30 21:21:13.000,7.2.7,114.0,132.0,34,True,7977.0,7476.0,minio,conda-forge/minio,,,2474298.0,https://pypi.org/project/minio,2024-04-30 21:09:34.000,501.0,2470597.0,https://anaconda.org/conda-forge/minio,2024-05-01 07:15:23.489,166552.0,2.0,,,,,,,,,,,,,,,,,, +148,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,,84,13.0,36.0,33.0,55.0,315,2024-02-02 01:18:20.000,release_2024.1,115.0,21.0,34,True,1948800.0,1938267.0,pytz,conda-forge/pytz,,51.0,179435850.0,https://pypi.org/project/pytz,2024-02-02 01:18:37.000,10533.0,178180494.0,https://anaconda.org/conda-forge/pytz,2024-02-02 15:16:32.383,52724252.0,2.0,,,,,,,,,,,,,,,,,, +149,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 20:25:22,612.0,8.0,127,19.0,242.0,51.0,36.0,199,2024-03-14 19:11:04.000,0.10.1,41.0,39.0,34,True,286030.0,285368.0,s3transfer,conda-forge/s3transfer,,,336170465.0,https://pypi.org/project/s3transfer,2024-03-14 19:11:04.000,662.0,335740526.0,https://anaconda.org/conda-forge/s3transfer,2024-03-15 10:11:00.171,18487416.0,2.0,,,,,,,,,,,,,,,,,, +150,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 12:05:08,534.0,1.0,2243,389.0,480.0,376.0,189.0,35063,2023-10-30 14:16:37.000,0.23.4,45.0,138.0,33,True,1527.0,1460.0,diagrams,conda-forge/diagrams,,,771229.0,https://pypi.org/project/diagrams,2023-10-30 14:10:21.000,67.0,767392.0,https://anaconda.org/conda-forge/diagrams,2023-10-30 17:06:42.710,184201.0,2.0,,,,,,,,,,,,,,,,,, +151,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 11:47:07.000,2024-05-16 10:20:29.000,2024-05-16 02:49:42,15888.0,241.0,7369,735.0,6052.0,1798.0,3787.0,18451,2024-02-20 12:36:21.000,1.22.2,18.0,630.0,33,True,,,micropython-_markupbase,,,78061.0,963.0,https://pypi.org/project/micropython-_markupbase,2016-10-10 21:51:14.000,,,,,,2.0,,,,,,,,,,,,,,,,,, +152,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 17:12:57.000,2024-05-09 15:41:21.000,2024-04-13 19:23:34,2808.0,3.0,645,150.0,504.0,280.0,1023.0,12387,2024-03-15 02:50:52.000,1.11.1,222.0,65.0,33,True,3048.0,2945.0,dearpygui,,,,44759.0,https://pypi.org/project/dearpygui,2024-03-15 02:50:52.000,103.0,44759.0,,,,2.0,,,,,,,,,,,,,,,,,, +153,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 06:17:59.000,2024-05-16 04:59:47.000,2024-05-16 04:59:47,8915.0,135.0,594,86.0,2365.0,53.0,395.0,7746,2024-05-15 23:20:19.000,3.9.6,154.0,130.0,33,True,2822.0,2818.0,hub,,,,4645.0,https://pypi.org/project/hub,2023-02-02 20:54:34.806,4.0,4645.0,,,,2.0,,,,,,,,,,,,activeloopai/deeplake,,,,,, +154,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 03:00:30.000,2024-05-08 18:38:27.000,2024-05-02 17:58:14,1969.0,39.0,601,128.0,338.0,28.0,877.0,5838,2024-05-01 19:52:25.000,2.0.0,42.0,108.0,33,True,1677.0,1638.0,csvkit,conda-forge/csvkit,,,159877.0,https://pypi.org/project/csvkit,2024-05-01 19:52:25.000,39.0,156813.0,https://anaconda.org/conda-forge/csvkit,2024-05-02 06:32:22.723,110317.0,2.0,,,,,,,,,,,,,-1.0,,,,, +155,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 22:55:07.000,2024-05-09 19:42:05.505,2023-01-31 21:17:34,775.0,,429,79.0,71.0,396.0,195.0,3702,2020-03-23 21:49:28.677,0.13.5,35.0,41.0,33,False,17364.0,16703.0,keyboard,conda-forge/keyboard,,,443072.0,https://pypi.org/project/keyboard,2020-03-23 21:49:28.677,661.0,442271.0,https://anaconda.org/conda-forge/keyboard,2024-05-09 19:42:05.505,28038.0,2.0,,,,,,,,,,,,,,,,,, +156,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 09:25:46.000,2024-05-16 13:41:13.000,2024-05-14 07:25:21,6491.0,206.0,404,40.0,2406.0,68.0,245.0,3686,2024-05-14 09:54:32.000,0.57.1,139.0,93.0,33,True,524.0,521.0,zenml,,,1.0,32395.0,https://pypi.org/project/zenml,2024-05-14 08:14:41.000,3.0,32395.0,,,,2.0,,,,,,,,,,,,,,,,,, +157,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 02:18:34.000,2024-05-15 18:02:19.000,2024-05-14 02:30:43,720.0,87.0,278,18.0,711.0,310.0,469.0,3041,2024-05-14 04:45:14.000,0.19.3,91.0,131.0,33,True,1743.0,1562.0,pandera,conda-forge/pandera-core,['pandas'],,2521633.0,https://pypi.org/project/pandera,2024-05-14 04:45:14.000,181.0,2520762.0,https://anaconda.org/conda-forge/pandera-core,2024-05-08 14:40:29.941,37460.0,2.0,,,,,,,,,,,,unionai-oss/pandera,,,,,, +158,schema,keleshev/schema,Schema validation just got Pythonic.,,data-validation,https://github.com/keleshev/schema,https://github.com/keleshev/schema,MIT,2012-08-19 18:56:20.000,2024-05-06 13:55:55.000,2024-05-06 13:55:55,438.0,8.0,211,54.0,155.0,96.0,81.0,2840,2024-05-04 10:56:13.000,0.7.7,27.0,69.0,33,True,9846.0,9106.0,schema,conda-forge/schema,,,16735923.0,https://pypi.org/project/schema,2024-05-04 10:56:13.000,740.0,16732387.0,https://anaconda.org/conda-forge/schema,2024-05-04 13:28:54.774,162693.0,2.0,,,,,,,,,,,,,,,,,, +159,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 15:26:24.000,2024-05-06 19:31:43.000,2024-04-29 07:32:26,1448.0,4.0,221,44.0,1237.0,66.0,569.0,2780,2023-12-22 12:12:56.000,0.40.0,740.0,74.0,33,True,4369.0,4301.0,docarray,conda-forge/docarray,,,82993.0,https://pypi.org/project/docarray,2023-12-22 12:31:01.000,68.0,78177.0,https://anaconda.org/conda-forge/docarray,2023-06-18 08:40:32.440,134864.0,2.0,,,,,,,,,,,,docarray/docarray,,,,,, +160,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,,149,36.0,66.0,49.0,66.0,2557,2023-08-11 13:31:17.000,23.2.1,15.0,36.0,33,True,147082.0,144610.0,aiofiles,conda-forge/aiofiles,,,16750015.0,https://pypi.org/project/aiofiles,2023-08-09 15:23:09.000,2472.0,16725419.0,https://anaconda.org/conda-forge/aiofiles,2023-11-02 17:29:27.974,1057638.0,3.0,,,,,,,,,,,,,,,,,, +161,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 22:40:33.000,2024-05-16 04:35:27.000,2024-05-15 05:33:51,332.0,1.0,275,47.0,114.0,21.0,191.0,2554,2022-06-07 20:16:57.000,0.4.27,28.0,62.0,33,True,58517.0,57126.0,python-magic,conda-forge/python-magic,,,8606550.0,https://pypi.org/project/python-magic,2022-06-07 20:16:57.000,1391.0,8600621.0,https://anaconda.org/conda-forge/python-magic,2023-09-25 19:52:44.133,254971.0,2.0,,,,,,,,,,,,,,,,,, +162,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,,172,35.0,161.0,56.0,88.0,2093,2022-06-17 18:00:10.000,1.0.1,26.0,31.0,33,False,1399.0,,jmespath,conda-forge/jmespath,,,184194035.0,https://pypi.org/project/jmespath,2022-06-17 18:00:10.000,1399.0,183997080.0,https://anaconda.org/conda-forge/jmespath,2023-06-16 13:16:44.688,18513777.0,3.0,,,,,,,,,,,,,,,,,, +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 19:22:44.000,2024-05-16 12:52:03.000,2024-05-15 09:19:11,1487.0,86.0,166,20.0,1014.0,72.0,399.0,1703,2024-04-04 16:09:07.000,9.2.0,61.0,76.0,33,True,1088.0,975.0,copier,,,,340075.0,https://pypi.org/project/copier,2024-04-04 16:09:07.000,113.0,340075.0,,,,2.0,,,,,,,,,,,,,,,,,, +164,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 18:21:15,273.0,2.0,106,35.0,78.0,2.0,71.0,1455,2024-02-08 18:32:43.000,8.0.4,48.0,36.0,33,True,84620.0,83266.0,python-slugify,conda-forge/python-slugify,,,18794632.0,https://pypi.org/project/python-slugify,2024-02-08 18:32:43.000,1354.0,18750334.0,https://anaconda.org/conda-forge/python-slugify,2024-02-08 20:57:18.711,2037731.0,2.0,,,,,,,,,,,,,,,,,, +165,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 19:02:31.000,2024-05-09 04:22:30.000,2024-05-03 14:32:03,6048.0,9.0,539,77.0,1128.0,15.0,,1375,2024-03-20 04:16:56.000,3.29.1,77.0,199.0,33,True,7092.0,6898.0,cassandra-driver,conda-forge/cassandra-driver,,,1817392.0,https://pypi.org/project/cassandra-driver,2024-03-20 04:16:56.000,194.0,1812779.0,https://anaconda.org/conda-forge/cassandra-driver,2024-03-20 14:11:37.399,207590.0,3.0,,,,,,,,,,,,,,,,,, +166,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 15:32:26.000,2024-05-13 22:14:15.000,2024-05-13 22:14:08,760.0,37.0,122,23.0,318.0,51.0,136.0,1174,2024-04-20 21:34:40.000,1.5.0,23.0,54.0,33,True,1970.0,,pluggy,conda-forge/pluggy,,,137392715.0,https://pypi.org/project/pluggy,2024-04-20 21:34:40.000,1970.0,136789971.0,https://anaconda.org/conda-forge/pluggy,2024-04-21 02:40:17.306,25917998.0,2.0,,,,,,,,,,,,,,,,,, +167,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 15:51:24,1307.0,45.0,144,38.0,87.0,4.0,136.0,1087,2024-04-09 00:46:13.000,16.14.0,30.0,54.0,33,True,15077.0,14879.0,path,conda-forge/path,,,1456203.0,https://pypi.org/project/path,2024-04-09 00:46:03.000,198.0,1445084.0,https://anaconda.org/conda-forge/path,2024-04-15 23:12:51.805,533759.0,3.0,,,,,,,,,,,,,,,,,, +168,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 23:21:22.000,2024-05-09 19:18:33.000,2024-05-04 17:03:40,1278.0,5.0,99,32.0,212.0,50.0,194.0,1010,2024-02-25 01:29:56.000,1.3.8,41.0,31.0,33,True,48081.0,47672.0,Bottleneck,conda-forge/bottleneck,,,1023704.0,https://pypi.org/project/Bottleneck,2024-05-04 15:57:25.000,409.0,929591.0,https://anaconda.org/conda-forge/bottleneck,2024-02-26 20:39:40.596,4046878.0,2.0,,,,,,,,,,,,,,,,,, +169,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 20:16:53.000,2024-05-15 05:59:43.000,2024-05-15 05:58:03,1305.0,32.0,262,19.0,217.0,29.0,310.0,901,2024-05-15 05:58:07.000,1.5.36,147.0,60.0,33,True,7055.0,6422.0,fastcore,conda-forge/fastcore,,,1744868.0,https://pypi.org/project/fastcore,2024-05-11 06:09:12.000,633.0,1742299.0,https://anaconda.org/conda-forge/fastcore,2024-05-11 09:39:27.187,74522.0,2.0,,,,,,,,,,,,,,,,,, +170,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 13:08:20.000,2024-05-15 09:50:28.000,2024-05-15 09:50:27,1541.0,15.0,186,99.0,795.0,4.0,240.0,870,2024-04-26 12:44:18.000,4.4.12,136.0,43.0,33,True,9221.0,9160.0,neo4j-driver,conda-forge/neo4j-python-driver,,,146744.0,https://pypi.org/project/neo4j-driver,2024-04-26 12:39:55.000,61.0,142338.0,https://anaconda.org/conda-forge/neo4j-python-driver,2024-04-26 13:46:42.453,207123.0,3.0,,,,,,,,,,,,,,,,,, +171,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 13:07:19.000,2024-05-13 19:42:39.000,2024-05-09 21:36:15,408.0,19.0,119,61.0,425.0,36.0,308.0,422,2024-03-07 17:11:22.000,0.22.0,46.0,51.0,33,True,10220.0,10038.0,pandas-gbq,conda-forge/pandas-gbq,,350.0,14409069.0,https://pypi.org/project/pandas-gbq,2024-03-07 17:11:22.000,182.0,14365067.0,https://anaconda.org/conda-forge/pandas-gbq,2024-03-22 20:48:08.228,1891954.0,3.0,,,,,,,,,,,,,,,,,, +172,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 09:57:11.000,2024-05-06 20:52:44.000,2024-02-14 20:05:06,355.0,,56,13.0,73.0,19.0,40.0,376,2024-01-06 02:17:06.000,0.2.13,25.0,19.0,33,True,547736.0,546195.0,wcwidth,conda-forge/wcwidth,,,66162741.0,https://pypi.org/project/wcwidth,2024-01-06 02:10:55.000,1541.0,65632035.0,https://anaconda.org/conda-forge/wcwidth,2024-01-08 16:30:23.823,24943203.0,3.0,,,,,,,,,,,,,,,,,, +173,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 18:51:56.000,2024-05-13 16:24:43.000,2023-11-03 12:31:26,810.0,,136,24.0,97.0,49.0,141.0,319,2022-03-15 14:46:51.000,1.5.1,33.0,39.0,33,True,110701.0,110114.0,asn1crypto,conda-forge/asn1crypto,,,80518134.0,https://pypi.org/project/asn1crypto,2022-03-15 14:46:51.000,587.0,80416032.0,https://anaconda.org/conda-forge/asn1crypto,2023-06-16 13:20:58.043,8474486.0,3.0,,,,,,,,,,,,,,,,,, +174,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 00:01:36,370.0,27.0,570,186.0,90.0,38.0,90.0,7103,2024-03-29 23:53:56.000,0.6.0,13.0,50.0,32,True,1212.0,1166.0,records,conda-forge/records,,,213618.0,https://pypi.org/project/records,2024-03-29 23:50:56.000,46.0,212911.0,https://anaconda.org/conda-forge/records,2024-03-30 12:46:10.232,25481.0,3.0,,,,,,,,,,,,,,,,,, +175,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 23:31:13.000,2024-05-13 11:14:27.000,2023-07-24 18:53:19,697.0,,515,107.0,162.0,26.0,293.0,6552,2023-06-12 19:08:02.174,4.8.0,68.0,82.0,32,True,13788.0,13148.0,tinydb,conda-forge/tinydb,,,561132.0,https://pypi.org/project/tinydb,2023-06-12 19:08:02.174,640.0,556962.0,https://anaconda.org/conda-forge/tinydb,2023-06-12 22:06:12.645,396217.0,3.0,,,,,,,,,,,,,,,,,, +176,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 21:44:10.000,2024-05-15 12:09:40.000,2024-05-12 23:20:17,8581.0,420.0,641,84.0,1479.0,186.0,710.0,4122,2024-05-08 01:33:21.000,0.4.4,68.0,262.0,32,True,31.0,3.0,toga,,,3410.0,6473.0,https://pypi.org/project/toga,2024-05-08 01:33:21.000,23.0,6277.0,,,,2.0,@pybee/toga,https://www.npmjs.com/package/@pybee/toga,2017-04-23 05:17:57.458,5.0,17.0,,,,,,,,,,,,, +177,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 13:23:05.000,2024-05-13 14:01:02.000,2022-12-19 03:14:24,1998.0,,281,53.0,207.0,217.0,359.0,3615,2022-12-19 06:54:00.875,4.41.0,288.0,29.0,32,False,3390.0,3200.0,dependency-injector,conda-forge/dependency_injector,,,1107842.0,https://pypi.org/project/dependency-injector,2022-12-19 06:54:00.875,190.0,1106468.0,https://anaconda.org/conda-forge/dependency_injector,2023-06-16 19:27:23.562,43984.0,2.0,,,,,,,,,,,,,,,,,, +178,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 04:56:00.000,2024-05-12 14:41:30.000,2023-09-25 09:31:59,4024.0,,239,87.0,82.0,316.0,332.0,3533,2023-09-25 09:50:22.000,0.7.17,52.0,30.0,32,True,4163.0,4000.0,pony,conda-forge/pony,,103.0,171036.0,https://pypi.org/project/pony,2023-09-25 09:42:56.000,163.0,168678.0,https://anaconda.org/conda-forge/pony,2023-09-25 14:13:52.264,99044.0,3.0,,,,,,,,,,,,,,,,,, +179,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,,355,316.0,1630.0,113.0,486.0,3322,2021-10-19 22:26:46.000,1.8.2,47.0,51.0,32,True,367.0,336.0,koalas,conda-forge/koalas,"['spark', 'pandas']",1019.0,2212982.0,https://pypi.org/project/koalas,2021-10-19 22:26:05.000,31.0,2207375.0,https://anaconda.org/conda-forge/koalas,2023-06-16 16:15:24.146,335465.0,3.0,,,,,,,,,,,,,,,,,, +180,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,,672,141.0,454.0,143.0,402.0,2831,2021-07-13 12:38:57.000,0.10.0,22.0,92.0,32,True,24192.0,23936.0,pandas-datareader,conda-forge/pandas-datareader,,,480211.0,https://pypi.org/project/pandas-datareader,2021-07-13 12:38:57.000,256.0,476002.0,https://anaconda.org/conda-forge/pandas-datareader,2023-06-16 13:23:01.411,357788.0,2.0,,,,,,,,,,,,,,,,,, +181,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,,191,28.0,76.0,4.0,90.0,2687,2023-03-01 19:38:11.000,3.8,12.0,36.0,32,True,130160.0,129518.0,python-decouple,conda-forge/python-decouple,,12.0,3627467.0,https://pypi.org/project/python-decouple,2023-03-01 19:40:02.580,642.0,3626429.0,https://anaconda.org/conda-forge/python-decouple,2023-06-16 13:21:51.317,83068.0,3.0,,,,,,,,,,,,HBNetwork/python-decouple,,,,,, +182,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,,436,96.0,161.0,3.0,,2137,2020-12-11 11:31:40.086,2.0.1,24.0,51.0,32,False,221219.0,218220.0,xlrd,conda-forge/xlrd,,,23086908.0,https://pypi.org/project/xlrd,2020-12-11 11:31:40.086,2999.0,23043077.0,https://anaconda.org/conda-forge/xlrd,2023-06-16 13:21:36.044,3769517.0,2.0,,,,,,,,,,,,,,,,,, +183,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 09:00:14.000,2024-05-06 17:17:56.000,2024-04-27 13:42:34,10054.0,89.0,927,84.0,1804.0,85.0,124.0,2016,2023-08-10 08:07:04.000,3.8.0,71.0,478.0,32,True,163.0,,apache-libcloud,,,,195123.0,https://pypi.org/project/apache-libcloud,2023-08-10 08:07:04.000,163.0,195123.0,,,,3.0,,,,,,,,,,,,,,,,,, +184,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,,222,45.0,71.0,50.0,142.0,1984,2023-11-09 06:34:27.000,1.16.0,55.0,27.0,32,True,2093.0,,wrapt,conda-forge/wrapt,,,141644995.0,https://pypi.org/project/wrapt,2023-11-09 06:31:34.000,2093.0,141295980.0,https://anaconda.org/conda-forge/wrapt,2023-11-09 12:40:47.871,15007655.0,3.0,,,,,,,,,,,,,,,,,, +185,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,,214,36.0,261.0,40.0,211.0,1803,2024-02-03 11:23:55.000,0.14.2,49.0,96.0,32,True,16439.0,15907.0,voluptuous,conda-forge/voluptuous,,,2663955.0,https://pypi.org/project/voluptuous,2024-02-03 11:23:55.000,532.0,2655357.0,https://anaconda.org/conda-forge/voluptuous,2024-02-03 13:43:43.942,361121.0,2.0,,,,,,,,,,,,,,,,,, +186,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 16:33:00.000,2024-05-15 08:43:51.000,2024-04-08 17:09:24,438.0,1.0,164,29.0,284.0,87.0,168.0,1584,2023-10-16 12:58:45.000,3.0.0,39.0,59.0,32,True,1583.0,,cloudpickle,conda-forge/cloudpickle,,27.0,42717766.0,https://pypi.org/project/cloudpickle,2023-10-16 12:51:24.000,1583.0,42350709.0,https://anaconda.org/conda-forge/cloudpickle,2023-10-16 14:02:01.196,16884634.0,3.0,,,,,,,,,,,,,,,,,, +187,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,,219,47.0,181.0,61.0,337.0,1486,2022-11-30 17:34:49.000,2.0.6,18.0,91.0,32,True,2558.0,2483.0,pygsheets,,,,1791221.0,https://pypi.org/project/pygsheets,2022-11-30 17:29:01.641,75.0,1791221.0,,,,3.0,,,,,,,,,,,,,,,,,, +188,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 20:16:31.317,2024-05-06 23:44:36.057,2024-04-12 00:47:41,2339.0,62.0,436,,,,,1348,2023-06-21 16:43:02.350,0.27.1,76.0,228.0,32,True,309.0,,holidays,conda-forge/holidays,,,7266777.0,https://pypi.org/project/holidays,2024-05-06 16:47:35.000,309.0,7183397.0,https://anaconda.org/conda-forge/holidays,2024-05-06 23:44:36.057,3835515.0,3.0,,,,,,,,,,,,,,,,,, +189,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,,178,30.0,95.0,65.0,142.0,1188,2021-01-11 13:28:44.000,0.4.0,28.0,26.0,32,True,7410.0,7088.0,sshtunnel,conda-forge/sshtunnel,,,13255121.0,https://pypi.org/project/sshtunnel,2021-01-11 13:28:30.784,322.0,13253522.0,https://anaconda.org/conda-forge/sshtunnel,2023-06-16 13:24:17.374,147115.0,3.0,,,,,,,,,,,,,,,,,, +190,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,,96,67.0,94.0,50.0,59.0,1029,2020-05-11 08:18:45.000,1.4.4,8.0,34.0,32,False,289264.0,284973.0,appdirs,conda-forge/appdirs,,,27754610.0,https://pypi.org/project/appdirs,2020-05-11 07:59:49.000,4291.0,27648936.0,https://anaconda.org/conda-forge/appdirs,2023-06-16 13:15:34.114,10356055.0,3.0,,,,,,,,,,,,,,,,,, +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 20:44:22.000,2024-05-13 14:55:53.000,2024-05-13 14:55:53,2187.0,44.0,139,42.0,437.0,104.0,265.0,986,2024-04-24 15:26:55.000,2.0.5,35.0,89.0,32,True,2480.0,2312.0,intake,conda-forge/intake,,,87622.0,https://pypi.org/project/intake,2024-04-24 15:26:55.000,168.0,75347.0,https://anaconda.org/conda-forge/intake,2024-04-24 22:56:59.849,576965.0,2.0,,,,,,,,,,,,,,,,,, +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 14:52:32.000,2024-05-13 23:22:12.000,2024-04-19 23:37:00,1357.0,14.0,95,20.0,828.0,23.0,133.0,394,2024-02-01 20:43:20.000,6.0.5,132.0,54.0,32,True,1290.0,,multidict,conda-forge/multidict,,6636.0,109117322.0,https://pypi.org/project/multidict,2024-02-01 20:43:20.000,1290.0,108828847.0,https://anaconda.org/conda-forge/multidict,2024-02-04 10:11:47.941,12401416.0,2.0,,,,,,,,,,,,,,,,,, +193,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 15:42:34,948.0,70.0,41,12.0,63.0,3.0,244.0,58,2024-03-21 13:42:43.000,6.4.0,73.0,44.0,32,False,3224.0,,importlib-resources,conda-forge/importlib_resources,,,82440955.0,https://pypi.org/project/importlib-resources,2024-03-21 13:42:33.000,3224.0,82019189.0,https://anaconda.org/conda-forge/importlib_resources,2024-03-21 17:11:40.892,20244780.0,2.0,,,,,,,,,,,,,,,,,, +194,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,,565,134.0,195.0,187.0,347.0,6200,2023-02-20 20:34:01.455,0.16.0,41.0,46.0,31,False,7445.0,7359.0,eel,,,,71258.0,https://pypi.org/project/eel,2022-12-09 20:47:00.608,86.0,71258.0,,,,3.0,,,,,,,,,,,,python-eel/Eel,,,,,, +195,pyinfra,Fizzadar/pyinfra,pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write..,,infrastructure,https://github.com/pyinfra-dev/pyinfra,https://github.com/pyinfra-dev/pyinfra,MIT,2014-10-19 19:37:45.000,2024-05-13 10:22:27.000,2024-05-13 10:22:26,3998.0,49.0,347,39.0,355.0,157.0,560.0,3434,2024-02-25 20:40:20.000,2.9.2,215.0,114.0,31,True,130.0,114.0,pyinfra,,,,27814.0,https://pypi.org/project/pyinfra,2024-05-04 19:21:18.000,16.0,27814.0,,,,3.0,,,,,,,,,,,,pyinfra-dev/pyinfra,,,,,, +196,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 13:08:38.000,2024-05-15 16:07:10.000,2024-05-15 16:07:10,1804.0,44.0,105,44.0,1424.0,66.0,354.0,3304,2023-08-26 13:41:44.000,0.22.0,25.0,49.0,31,True,611.0,552.0,returns,conda-forge/returns,,,155437.0,https://pypi.org/project/returns,2023-08-26 13:41:44.000,59.0,155183.0,https://anaconda.org/conda-forge/returns,2023-08-28 19:31:50.302,9174.0,3.0,,,,,,,,,,,,,,,,,, +197,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,,388,194.0,944.0,264.0,502.0,3179,2021-12-15 15:22:54.705,0.6.0,14.0,67.0,31,False,9247.0,9234.0,blaze,conda-forge/blaze,,,50094.0,https://pypi.org/project/blaze,2021-12-15 15:22:54.705,13.0,47589.0,https://anaconda.org/conda-forge/blaze,2023-06-16 13:21:36.637,202916.0,3.0,,,,,,,,,,,,,,,,,, +198,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,,591,111.0,921.0,212.0,1093.0,2612,2021-12-15 14:47:15.579,0.4.0,62.0,145.0,31,False,1459.0,1456.0,mrjob,conda-forge/mrjob,,,122684.0,https://pypi.org/project/mrjob,2021-12-15 14:47:15.579,3.0,116979.0,https://anaconda.org/conda-forge/mrjob,2023-06-16 13:18:55.628,524861.0,2.0,,,,,,,,,,,,,,,,,, +199,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 21:09:59,837.0,1.0,429,40.0,640.0,277.0,372.0,2382,2024-01-14 15:41:37.000,6.0.0,92.0,109.0,31,True,1763.0,1685.0,pynamodb,conda-forge/pynamodb,,,2160181.0,https://pypi.org/project/pynamodb,2024-01-14 15:41:37.000,78.0,2146489.0,https://anaconda.org/conda-forge/pynamodb,2024-01-17 22:46:37.252,616149.0,3.0,,,,,,,,,,,,,,,,,, +200,SDV,sdv-dev/SDV,Synthetic data generation for tabular data.,,data-loading,https://github.com/sdv-dev/SDV,https://github.com/sdv-dev/SDV,SSPL-1.0,2018-05-11 15:56:50.000,2024-05-16 02:55:37.000,2024-05-15 23:00:37,1618.0,111.0,287,41.0,772.0,144.0,1042.0,2160,2024-05-15 20:38:25.000,1.13.0,131.0,49.0,31,False,442.0,401.0,sdv,conda-forge/sdv,,,55694.0,https://pypi.org/project/sdv,2024-05-15 20:37:10.000,41.0,55047.0,https://anaconda.org/conda-forge/sdv,2024-04-19 21:58:51.761,18789.0,3.0,,,,,,,,,,,,,,,,,, +201,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,,252,50.0,149.0,62.0,85.0,2087,2023-08-01 19:23:00.000,5.2.0,15.0,48.0,31,True,5297.0,6.0,chardet,conda-forge/chardet,,,67485862.0,https://pypi.org/project/chardet,2023-08-01 19:23:00.000,5286.0,66959062.0,https://anaconda.org/conda-forge/chardet,2023-09-23 12:04:37.819,23176030.0,2.0,@pypi/chardet,https://www.npmjs.com/package/@pypi/chardet,2017-08-20 08:18:15.011,5.0,73.0,,,,,,,,,,,,, +202,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 18:24:42.000,2024-05-06 21:35:22.000,2024-05-01 20:17:58,392.0,16.0,158,34.0,240.0,65.0,152.0,1959,2024-05-01 22:00:25.000,0.26.0,61.0,61.0,31,True,632.0,602.0,arq,conda-forge/arq,,,98149.0,https://pypi.org/project/arq,2024-05-01 22:00:25.000,30.0,97878.0,https://anaconda.org/conda-forge/arq,2024-05-02 10:28:47.704,10059.0,2.0,,,,,,,,,,,,,,,,,, +203,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 14:59:01.000,2024-05-14 15:52:56.000,2024-02-29 16:59:55,1064.0,2.0,97,18.0,587.0,109.0,448.0,1820,2022-12-08 21:01:02.889,2.3.0,148.0,34.0,31,True,31020.0,30109.0,omegaconf,conda-forge/omegaconf,,,9298970.0,https://pypi.org/project/omegaconf,2024-02-29 17:01:39.000,911.0,9272597.0,https://anaconda.org/conda-forge/omegaconf,2023-06-16 19:17:33.055,1371435.0,3.0,,,,,,,,,,,,,,,,,, +204,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 13:14:43,976.0,4.0,518,95.0,404.0,167.0,379.0,1680,2024-04-18 21:45:06.000,5.3.2,55.0,142.0,31,True,347.0,,influxdb,conda-forge/influxdb,,,2171526.0,https://pypi.org/project/influxdb,2024-04-18 21:45:06.000,347.0,2168608.0,https://anaconda.org/conda-forge/influxdb,2023-06-16 19:18:45.040,142999.0,3.0,,,,,,,,,,,,,,,,,, +205,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 14:00:27.000,2024-05-04 19:12:55.000,2024-05-04 19:01:20,698.0,23.0,63,16.0,249.0,1.0,59.0,1414,2024-02-18 19:11:22.000,0.23.1,43.0,15.0,31,True,25758.0,25325.0,bidict,conda-forge/bidict,,53.0,3051368.0,https://pypi.org/project/bidict,2024-02-18 19:09:04.000,433.0,3042568.0,https://anaconda.org/conda-forge/bidict,2024-02-18 23:20:30.644,404826.0,2.0,,,,,,,,,,,,,,,,,, +206,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,,125,24.0,72.0,26.0,162.0,906,2023-11-16 21:53:00.000,2.12.1,36.0,29.0,31,True,19569.0,19097.0,anytree,conda-forge/anytree,,,1485840.0,https://pypi.org/project/anytree,2023-11-16 21:53:00.000,472.0,1485038.0,https://anaconda.org/conda-forge/anytree,2023-06-16 19:18:51.552,39301.0,2.0,,,,,,,,,,,,,,,,,, +207,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 04:03:36.000,2024-05-08 02:34:02.000,2024-05-08 02:33:12,1179.0,1.0,357,75.0,22.0,26.0,620.0,877,2023-07-20 16:04:57.864,5.0.2,55.0,17.0,31,True,8686.0,8269.0,cx-Oracle,conda-forge/cx_oracle,,,3989426.0,https://pypi.org/project/cx-Oracle,2023-07-20 16:04:57.864,417.0,3977104.0,https://anaconda.org/conda-forge/cx_oracle,2023-09-24 12:56:34.597,566818.0,3.0,,,,,,,,,,,,,,,,,, +208,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 11:51:08.000,2024-05-15 22:33:04.000,2024-05-15 22:33:04,890.0,15.0,68,19.0,491.0,160.0,295.0,398,2024-03-22 08:44:21.000,2.1.0,94.0,37.0,31,True,11203.0,11049.0,param,conda-forge/param,,,608867.0,https://pypi.org/project/param,2024-05-02 08:43:05.000,154.0,572403.0,https://anaconda.org/conda-forge/param,2024-03-22 10:24:57.844,1567964.0,3.0,,,,,,,,,,,,,,,,,, +209,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,,59,7.0,76.0,2.0,81.0,183,2023-06-21 14:09:09.912,4.3.1,47.0,31.0,31,True,165921.0,164346.0,tzlocal,conda-forge/tzlocal,,,48056868.0,https://pypi.org/project/tzlocal,2023-10-22 17:41:36.000,1575.0,47976405.0,https://anaconda.org/conda-forge/tzlocal,2023-10-22 22:23:29.297,2655307.0,3.0,,,,,,,,,,,,,,,,,, +210,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 00:09:10.000,2024-05-15 23:04:16.000,2024-05-10 20:14:01,809.0,10.0,51,48.0,738.0,45.0,190.0,63,2024-04-15 17:56:33.000,2.23.1,78.0,72.0,31,False,3615.0,3588.0,google-cloud-bigtable,conda-forge/google-cloud-bigtable,,,8156505.0,https://pypi.org/project/google-cloud-bigtable,2024-04-15 17:56:33.000,27.0,8153668.0,https://anaconda.org/conda-forge/google-cloud-bigtable,2024-04-16 08:52:17.559,110680.0,3.0,,,,,,,,,,,,,,,,,, +211,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,,589,143.0,970.0,532.0,775.0,8180,2023-07-21 10:41:31.000,4.17.0,69.0,72.0,30,True,795.0,744.0,vaex,conda-forge/vaex,,280.0,24067.0,https://pypi.org/project/vaex,2023-07-21 10:41:31.000,51.0,22044.0,https://anaconda.org/conda-forge/vaex,2023-06-16 13:20:19.053,183975.0,3.0,,,,,,,,,,,,,,,,,, +212,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 05:52:45.000,2024-05-02 18:39:42.000,2024-02-27 23:05:17,2693.0,2.0,857,168.0,746.0,19.0,962.0,5719,2024-02-27 23:00:37.000,0.10.0,22.0,81.0,30,True,530.0,512.0,snorkel,conda-forge/snorkel,,1089.0,32845.0,https://pypi.org/project/snorkel,2024-02-27 22:57:29.000,18.0,31552.0,https://anaconda.org/conda-forge/snorkel,2024-02-28 03:09:24.835,48715.0,3.0,,,,,,,,,,,,,,,,,, +213,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,,296,101.0,139.0,39.0,263.0,4721,2023-07-12 08:56:00.739,1.6.2,57.0,78.0,30,True,3994.0,3866.0,dataset,conda-forge/dataset,,,117897.0,https://pypi.org/project/dataset,2023-07-12 08:56:00.739,128.0,117672.0,https://anaconda.org/conda-forge/dataset,2023-07-12 10:39:31.317,8578.0,3.0,,,,,,,,,,,,,,,,,, +214,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 10:07:23,995.0,3.0,141,71.0,75.0,9.0,72.0,3283,2018-06-30 04:16:20.000,1.10.3,51.0,33.0,30,True,11359.0,10995.0,funcy,conda-forge/funcy,,,1514164.0,https://pypi.org/project/funcy,2023-03-28 06:24:02.835,364.0,1509306.0,https://anaconda.org/conda-forge/funcy,2023-06-16 13:23:43.902,427542.0,3.0,,,,,,,,,,,,,,,,,, +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,1756.0,1614.0,schematics,conda-forge/schematics,,,326691.0,https://pypi.org/project/schematics,2021-08-17 21:16:54.000,142.0,326239.0,https://anaconda.org/conda-forge/schematics,2023-06-16 16:16:00.762,26236.0,3.0,,,,,,,,,,,,,,,,,, +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 23:25:32.000,2024-05-15 07:54:44.000,2024-05-14 23:49:42,874.0,41.0,116,32.0,1100.0,11.0,414.0,2558,2024-05-14 02:49:22.000,1.4.0,333.0,34.0,30,True,259.0,252.0,whylogs,,,27.0,441429.0,https://pypi.org/project/whylogs,2024-05-15 07:54:44.000,7.0,441428.0,,,,2.0,,,,,,,,,,,,,,,,,, +217,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 19:24:40,237.0,4.0,287,48.0,77.0,50.0,115.0,2362,2023-10-03 10:00:24.000,1.6.4,86.0,30.0,30,True,1259.0,1217.0,datasketch,,,27.0,3166950.0,https://pypi.org/project/datasketch,2023-10-03 10:00:24.000,42.0,3166950.0,,,,3.0,,,,,,,,,,,,,,,,,, +218,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,,173,42.0,219.0,108.0,274.0,1953,2023-07-20 15:36:08.195,0.3.0,88.0,47.0,30,False,391.0,,fs,conda-forge/fs,,,2909748.0,https://pypi.org/project/fs,2023-07-20 15:36:08.195,391.0,2900540.0,https://anaconda.org/conda-forge/fs,2023-06-16 13:24:46.417,736659.0,3.0,,,,,,,,,,,,,,,,,, +219,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,1122.0,,humanize,conda-forge/humanize,,,8662341.0,https://pypi.org/project/humanize,2023-11-21 19:53:26.000,1122.0,8650625.0,https://anaconda.org/conda-forge/humanize,2023-11-21 23:08:24.916,550690.0,3.0,,,,,,,,,,,,,,,,,, +220,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 17:55:17.000,2024-05-05 18:26:21.000,2024-01-12 09:43:33,550.0,,85,23.0,237.0,54.0,99.0,1429,2023-09-08 12:19:01.000,2.0.1,22.0,40.0,30,True,12937.0,12276.0,questionary,conda-forge/questionary,,,1915214.0,https://pypi.org/project/questionary,2023-09-08 12:19:01.000,661.0,1913424.0,https://anaconda.org/conda-forge/questionary,2023-09-10 15:33:11.642,73403.0,3.0,,,,,,,,,,,,,,,,,, +221,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 09:25:51.000,2024-05-15 18:45:00.000,2024-05-15 18:44:59,667.0,31.0,145,22.0,569.0,40.0,256.0,1034,2023-08-06 20:31:23.000,0.12.2,44.0,44.0,30,True,2316.0,2191.0,aiocache,,,16.0,573894.0,https://pypi.org/project/aiocache,2023-08-06 20:31:21.000,125.0,573894.0,,,,2.0,,,,,,,,,,,,,,,,,, +222,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 02:46:34.000,2024-05-10 13:07:54.000,2024-05-10 13:07:03,210.0,18.0,147,26.0,49.0,11.0,85.0,1031,2024-02-26 22:09:57.000,2.1.1,29.0,24.0,30,True,686.0,,email-validator,conda-forge/email-validator,,,16722911.0,https://pypi.org/project/email-validator,2024-02-26 22:09:57.000,686.0,16719070.0,https://anaconda.org/conda-forge/email-validator,2024-02-27 09:03:46.232,176707.0,3.0,,,,,,,,,,,,,,,,,, +223,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 10:53:44,530.0,10.0,120,22.0,63.0,24.0,106.0,894,2024-03-21 13:30:45.000,2.1.0,30.0,30.0,30,True,2898.0,2764.0,pyahocorasick,conda-forge/pyahocorasick,,44.0,859609.0,https://pypi.org/project/pyahocorasick,2024-03-21 13:27:31.000,134.0,854530.0,https://anaconda.org/conda-forge/pyahocorasick,2024-03-21 16:14:48.514,218315.0,3.0,,,,,,,,,,,,,,,,,, +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 22:42:24.000,2024-05-11 18:17:32.000,2020-10-21 17:48:31,219.0,,78,16.0,285.0,45.0,25.0,684,2020-09-21 21:24:10.000,1.5.2,17.0,23.0,30,False,47538.0,46162.0,cached-property,conda-forge/cached-property,,,15917626.0,https://pypi.org/project/cached-property,2020-09-21 18:39:25.000,1376.0,15799860.0,https://anaconda.org/conda-forge/cached-property,2023-06-16 13:24:56.403,10127943.0,2.0,,,,,,,,,,,,,,,,,, +225,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 22:32:08.000,2024-05-14 16:41:19.000,2024-02-05 23:03:25,958.0,,4562,631.0,758.0,203.0,100.0,23621,2020-10-04 14:44:02.000,0.1.4,5.0,202.0,29,True,110.0,106.0,algorithms,conda-forge/algorithms,,,1666.0,https://pypi.org/project/algorithms,2020-10-04 14:44:02.000,4.0,1609.0,https://anaconda.org/conda-forge/algorithms,2023-06-16 19:25:42.098,2116.0,3.0,,,,,,,,,,,,,,,,,, +226,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,,998,282.0,300.0,164.0,464.0,20405,2021-12-15 16:29:29.533,0.8.7,58.0,103.0,29,False,1016.0,915.0,gooey,conda-forge/gooey,,626.0,7959.0,https://pypi.org/project/gooey,2022-01-29 23:10:33.000,101.0,6661.0,https://anaconda.org/conda-forge/gooey,2023-06-16 16:15:20.617,77232.0,3.0,,,,,,,,,,,,,,,,,, +227,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,1905.0,1881.0,faust,,,,23616.0,https://pypi.org/project/faust,2020-02-25 22:58:45.202,24.0,23616.0,,,,3.0,,,,,,,,,,,,,,,,,, +228,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 16:39:43.000,2024-05-16 12:34:13.000,2024-05-16 12:34:00,993.0,2.0,363,86.0,177.0,,619.0,4927,2023-09-22 15:18:12.000,2.5.0,67.0,67.0,29,True,1536.0,1466.0,huey,conda-forge/huey,,,102997.0,https://pypi.org/project/huey,2023-09-20 12:48:32.000,70.0,102531.0,https://anaconda.org/conda-forge/huey,2023-06-16 16:09:17.692,34025.0,3.0,,,,,,,,,,,,,,,,,, +229,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 07:40:41.000,2024-05-08 01:48:17.320,,,,876,,,273.0,,3648,2024-05-07 16:26:42.000,2.4.0,32.0,105.0,29,True,10264.0,9743.0,confluent-kafka,conda-forge/python-confluent-kafka,,,13541357.0,https://pypi.org/project/confluent-kafka,2024-05-07 16:26:42.000,521.0,13521190.0,https://anaconda.org/conda-forge/python-confluent-kafka,2024-05-08 01:48:17.320,867220.0,3.0,,,,,,,,,,,,,,,,,, +230,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 11:42:17,1136.0,2.0,242,63.0,89.0,24.0,274.0,3538,2023-10-25 15:29:54.000,1.15.0,24.0,45.0,29,True,1102.0,991.0,asciimatics,conda-forge/asciimatics,,,24922.0,https://pypi.org/project/asciimatics,2023-10-25 15:19:05.000,111.0,21404.0,https://anaconda.org/conda-forge/asciimatics,2023-10-25 21:59:55.078,151294.0,3.0,,,,,,,,,,,,,,,,,, +231,Arctic,man-group/arctic,Arctic is a high performance datastore for numeric data.,,data-containers,https://github.com/man-group/arctic,https://github.com/man-group/arctic,LGPL-2.1,2015-05-29 13:37:30.000,2024-04-08 16:35:28.000,2024-04-08 16:35:28,1185.0,8.0,590,173.0,470.0,96.0,477.0,3037,2024-02-06 09:00:23.000,1.82.2,96.0,85.0,29,False,264.0,243.0,arctic,conda-forge/arctic,,217.0,4750.0,https://pypi.org/project/arctic,2024-02-06 09:00:23.000,21.0,3419.0,https://anaconda.org/conda-forge/arctic,2024-02-15 20:53:28.617,31915.0,3.0,,,,,,,,,,,,,,,,,, +232,addict,mewwts/addict,The Python Dict thats better than heroin.,,data-structures,https://github.com/mewwts/addict,https://github.com/mewwts/addict,MIT,2014-12-10 06:55:25.000,2023-06-16 13:23:44.905,2021-01-05 07:16:38,229.0,,130,57.0,73.0,21.0,64.0,2438,2020-11-21 16:21:29.000,2.4.0,31.0,31.0,29,False,10006.0,9636.0,addict,conda-forge/addict,,21.0,3118866.0,https://pypi.org/project/addict,2020-11-21 16:21:29.000,370.0,3114176.0,https://anaconda.org/conda-forge/addict,2023-06-16 13:23:44.905,440927.0,2.0,,,,,,,,,,,,,,,,,, +233,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,,177,38.0,374.0,39.0,264.0,2023,2023-06-20 16:24:20.000,4.5,181.0,58.0,29,True,43.0,,pyscaffold,conda-forge/pyscaffold,,,901482.0,https://pypi.org/project/pyscaffold,2023-06-20 16:26:01.674,43.0,896986.0,https://anaconda.org/conda-forge/pyscaffold,2023-06-26 09:14:52.945,184364.0,3.0,,,,,,,,,,,,,,,,,, +234,datatable,h2oai/datatable,A Python package for manipulating 2-dimensional tabular data structures.,,data-containers,https://github.com/h2oai/datatable,https://github.com/h2oai/datatable,MPL-2.0,2017-03-03 02:32:59.000,2023-12-01 22:47:14.000,2023-12-01 22:46:33,2245.0,,154,94.0,1935.0,173.0,1338.0,1790,2023-12-01 22:24:23.000,1.1.0,17.0,37.0,29,True,45.0,,datatable,conda-forge/datatable,,2382.0,52661.0,https://pypi.org/project/datatable,2023-12-01 21:51:48.000,45.0,52025.0,https://anaconda.org/conda-forge/datatable,2023-06-16 19:24:06.884,24896.0,3.0,,,,,,,,,,,,,,,,,, +235,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 11:13:40.000,2024-05-15 13:27:01.000,2024-05-15 13:26:54,875.0,28.0,48,12.0,297.0,20.0,93.0,1430,2024-03-04 23:25:39.000,0.33.2,65.0,7.0,29,True,1721.0,1654.0,python-benedict,conda-forge/python-benedict,,,608242.0,https://pypi.org/project/python-benedict,2024-03-04 23:25:39.000,67.0,604508.0,https://anaconda.org/conda-forge/python-benedict,2024-03-05 07:34:03.986,156850.0,2.0,,,,,,,,,,,,,,,,,, +236,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 09:33:31,1765.0,24.0,85,15.0,459.0,129.0,256.0,1280,2024-03-22 17:02:55.000,1.5.0,255.0,43.0,29,True,373.0,357.0,piccolo,,,,18821.0,https://pypi.org/project/piccolo,2024-03-22 17:02:55.000,16.0,18821.0,,,,3.0,,,,,,,,,,,,,,,,,, +237,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,,130,32.0,74.0,30.0,70.0,1127,2022-12-03 13:40:54.000,2.1.0,21.0,40.0,29,False,5439.0,5230.0,sqlitedict,conda-forge/sqlitedict,,,548773.0,https://pypi.org/project/sqlitedict,2022-12-03 13:40:11.241,209.0,546307.0,https://anaconda.org/conda-forge/sqlitedict,2023-09-22 23:15:25.865,108544.0,2.0,,,,,,,,,,,,piskvorky/sqlitedict,,,,,, +238,redis-py-cluster,grokzen/redis-py-cluster,Python cluster client for the official redis cluster. Redis 3.0+.,,db-clients,https://github.com/Grokzen/redis-py-cluster,https://github.com/Grokzen/redis-py-cluster,MIT,2013-05-21 06:41:34.000,2023-08-24 14:35:55.000,2022-03-12 11:50:41,744.0,,317,52.0,211.0,31.0,269.0,1092,2021-05-30 09:23:19.000,2.1.3,19.0,72.0,29,False,2077.0,1951.0,redis-py-cluster,,,4242.0,1834737.0,https://pypi.org/project/redis-py-cluster,2021-05-30 09:21:45.000,126.0,1834700.0,,,,3.0,,,,,,,,,,,,,,,,,, +239,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 16:27:40,1010.0,1.0,50,16.0,76.0,2.0,92.0,861,2023-06-20 04:19:05.975,8.4.0,59.0,22.0,29,True,30126.0,28816.0,natsort,conda-forge/natsort,,,5120941.0,https://pypi.org/project/natsort,2023-06-20 04:19:05.975,1310.0,5082882.0,https://anaconda.org/conda-forge/natsort,2023-06-20 12:15:21.880,1598491.0,3.0,,,,,,,,,,,,,,,,,, +240,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 06:44:45.000,2024-05-16 03:22:13.000,2021-11-20 18:05:09,427.0,,106,28.0,126.0,66.0,96.0,691,2020-05-31 23:52:03.000,2.6,17.0,55.0,29,False,10691.0,10531.0,parsedatetime,conda-forge/parsedatetime,,,6804385.0,https://pypi.org/project/parsedatetime,2020-05-31 23:50:56.000,160.0,6802270.0,https://anaconda.org/conda-forge/parsedatetime,2023-06-16 13:20:07.222,194648.0,3.0,,,,,,,,,,,,,,,,,, +241,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 17:54:08.000,2024-05-14 02:25:04.000,2024-05-14 02:25:03,585.0,14.0,337,36.0,317.0,28.0,127.0,659,2020-04-17 20:27:24.000,3.9.0,37.0,72.0,29,True,3472.0,3418.0,pysolr,conda-forge/pysolr,,,325856.0,https://pypi.org/project/pysolr,2023-10-13 15:38:59.000,54.0,325473.0,https://anaconda.org/conda-forge/pysolr,2023-06-16 13:19:59.904,33405.0,3.0,,,,,,,,,,,,,,,,,, +242,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 20:27:23,825.0,7.0,144,24.0,109.0,75.0,61.0,513,2024-04-11 20:53:40.000,1.13.0,62.0,91.0,29,True,5395.0,5317.0,beaker,conda-forge/beaker,,,237198.0,https://pypi.org/project/beaker,2024-04-11 20:32:36.000,78.0,232822.0,https://anaconda.org/conda-forge/beaker,2024-04-12 06:44:35.747,74402.0,3.0,,,,,,,,,,,,,,,,,, +243,python-rapidjson,python-rapidjson/python-rapidjson,Python wrapper around rapidjson.,,serialization,https://github.com/python-rapidjson/python-rapidjson,https://github.com/python-rapidjson/python-rapidjson,MIT,2015-09-09 04:02:42.000,2024-05-13 18:01:51.000,2024-05-13 18:01:44,740.0,13.0,47,11.0,93.0,15.0,100.0,492,2020-11-16 12:53:09.000,0.9.4,64.0,23.0,29,True,5627.0,5391.0,python-rapidjson,conda-forge/python-rapidjson,,,1830352.0,https://pypi.org/project/python-rapidjson,2024-02-28 18:22:58.000,236.0,1791841.0,https://anaconda.org/conda-forge/python-rapidjson,2024-02-28 20:49:58.360,1656001.0,3.0,,,,,,,,,,,,,,,,,, +244,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,,103,11.0,116.0,20.0,107.0,474,2021-02-24 10:55:03.000,4.7.2,36.0,43.0,29,True,1396.0,,rsa,conda-forge/rsa,,,200826959.0,https://pypi.org/project/rsa,2022-07-20 10:30:05.832,1396.0,200679542.0,https://anaconda.org/conda-forge/rsa,2023-06-16 13:14:30.533,13857238.0,3.0,,,,,,,,,,,,,,,,,, +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,,55,9.0,46.0,24.0,21.0,141,2021-12-13 20:28:29.000,0.6.1,16.0,24.0,29,False,64329.0,63541.0,isodate,conda-forge/isodate,,,103310650.0,https://pypi.org/project/isodate,2021-12-13 20:28:29.000,788.0,103260946.0,https://anaconda.org/conda-forge/isodate,2023-06-16 13:15:39.073,4871064.0,3.0,,,,,,,,,,,,,,,,,, +246,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 18:10:39,3054.0,2.0,228,29.0,297.0,102.0,763.0,3391,2024-02-08 01:24:17.000,0.23.2,116.0,80.0,28,True,141.0,130.0,ploomber,conda-forge/ploomber,,,12399.0,https://pypi.org/project/ploomber,2024-02-08 01:24:17.000,11.0,9891.0,https://anaconda.org/conda-forge/ploomber,2024-02-09 04:33:54.315,87803.0,3.0,,,,,,,,,,,,,,,,,, +247,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,,417,94.0,110.0,38.0,127.0,2785,2021-05-08 08:32:08.000,2.1.0,27.0,39.0,28,False,7764.0,7684.0,sklearn-pandas,conda-forge/sklearn-pandas,"['sklearn', 'pandas']",,202548.0,https://pypi.org/project/sklearn-pandas,2021-05-08 08:14:28.000,80.0,200878.0,https://anaconda.org/conda-forge/sklearn-pandas,2023-06-16 19:23:51.805,70160.0,3.0,,,,,,,,,,,,,,,,,, +248,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,,148,49.0,472.0,58.0,262.0,2646,2020-06-08 23:55:55.000,1.0.1,50.0,46.0,28,False,2448.0,2403.0,gino,,,,24648.0,https://pypi.org/project/gino,2022-02-12 20:37:35.000,45.0,24648.0,,,,3.0,,,,,,,,,,,,,,,,,, +249,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,,120,22.0,112.0,53.0,42.0,1999,2021-11-03 09:30:11.939,0.5.0,12.0,24.0,28,True,8577.0,8505.0,gin-config,conda-forge/gin-config,,,276966.0,https://pypi.org/project/gin-config,2021-11-03 09:30:11.939,72.0,276448.0,https://anaconda.org/conda-forge/gin-config,2023-06-16 19:19:13.290,24869.0,3.0,,,,,,,,,,,,,,,,,, +250,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,,478,97.0,185.0,262.0,506.0,1874,2018-12-05 19:18:21.000,3.1.1,51.0,62.0,28,False,198.0,189.0,mongo-connector,,,,4571.0,https://pypi.org/project/mongo-connector,2018-12-05 19:18:21.000,9.0,4571.0,,,,3.0,,,,,,,,,,,,,,,,,, +251,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,,60,22.0,110.0,113.0,78.0,1829,2023-11-27 00:23:41.000,23.5.0,26.0,23.0,28,True,1706.0,1532.0,glom,conda-forge/glom,,,2021591.0,https://pypi.org/project/glom,2023-11-27 00:23:41.000,174.0,2020853.0,https://anaconda.org/conda-forge/glom,2023-11-27 03:39:19.967,33238.0,3.0,,,,,,,,,,,,,,,,,, +252,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,,313,69.0,401.0,111.0,367.0,1498,2023-11-14 16:59:33.000,0.23.1,15.0,85.0,28,True,236.0,225.0,mleap,conda-forge/mleap,,,160549.0,https://pypi.org/project/mleap,2023-11-14 16:56:53.000,11.0,158876.0,https://anaconda.org/conda-forge/mleap,2023-11-15 02:56:51.594,80343.0,3.0,,,,,,,,,,,,,,,,,, +253,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 21:14:39.000,2024-05-16 12:09:14.000,2024-05-10 18:47:07,201.0,26.0,45,16.0,149.0,13.0,4.0,1459,2024-04-30 06:25:58.000,0.0.7,10.0,15.0,28,True,3846.0,3760.0,asyncer,conda-forge/asyncer,,,190702.0,https://pypi.org/project/asyncer,2024-04-30 06:25:58.000,86.0,190419.0,https://anaconda.org/conda-forge/asyncer,2024-04-30 11:44:15.290,7946.0,3.0,,,,,,,,,,,,,,,,,, +254,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,,136,33.0,80.0,35.0,54.0,1427,2018-01-03 17:03:36.000,1.6.1,10.0,16.0,28,False,10230.0,9779.0,blessings,conda-forge/blessings,,,984088.0,https://pypi.org/project/blessings,2018-06-21 14:00:07.000,451.0,977885.0,https://anaconda.org/conda-forge/blessings,2023-09-24 14:42:21.794,291584.0,3.0,,,,,,,,,,,,,,,,,, +255,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,,60,28.0,41.0,93.0,73.0,1419,2023-03-10 12:50:44.009,1.7.3,84.0,20.0,28,True,2907.0,2527.0,strictyaml,conda-forge/strictyaml,,,2392371.0,https://pypi.org/project/strictyaml,2023-03-10 12:50:44.009,380.0,2389349.0,https://anaconda.org/conda-forge/strictyaml,2023-06-16 16:11:36.373,220629.0,3.0,,,,,,,,,,,,,,,,,, +256,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,,175,49.0,35.0,59.0,25.0,1304,2016-04-20 21:52:36.000,0.7.3,31.0,15.0,28,False,2985.0,2920.0,pandasql,conda-forge/pandasql,['pandas'],,1583157.0,https://pypi.org/project/pandasql,2016-04-20 21:52:36.000,65.0,1569674.0,https://anaconda.org/conda-forge/pandasql,2023-06-16 19:26:22.929,471921.0,3.0,,,,,,,,,,,,,,,,,, +257,ConfigArgParse,bw2/ConfigArgParse,A drop-in replacement for argparse that allows options to also be set via config files and/or environment variables.,,cli-helpers,https://github.com/bw2/ConfigArgParse,https://github.com/bw2/ConfigArgParse,MIT,2014-06-25 00:27:02.000,2024-04-22 22:10:01.000,2023-07-23 14:40:17,372.0,,117,18.0,95.0,71.0,127.0,703,2023-07-23 16:18:40.000,1.7,28.0,53.0,28,True,16777.0,16215.0,configargparse,conda-forge/configargparse,,,4785732.0,https://pypi.org/project/configargparse,2023-07-23 16:20:03.000,562.0,4764292.0,https://anaconda.org/conda-forge/configargparse,2023-07-23 18:50:20.218,836181.0,3.0,,,,,,,,,,,,,,,,,, +258,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,,69,23.0,49.0,6.0,90.0,527,2019-03-09 18:00:51.000,1.10.0,16.0,23.0,28,True,15601.0,15392.0,scandir,conda-forge/scandir,,,3240207.0,https://pypi.org/project/scandir,2019-03-09 17:58:19.000,209.0,3207847.0,https://anaconda.org/conda-forge/scandir,2023-09-23 13:17:22.493,1391501.0,3.0,,,,,,,,,,,,,,,,,, +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 11:08:54,309.0,1.0,30,9.0,79.0,4.0,26.0,414,2023-09-22 06:17:50.000,2.4.8,41.0,15.0,28,True,44149.0,43980.0,srsly,conda-forge/srsly,,,10209588.0,https://pypi.org/project/srsly,2023-09-22 06:16:00.000,169.0,10178477.0,https://anaconda.org/conda-forge/srsly,2023-09-25 15:16:18.183,1462246.0,3.0,,,,,,,,,,,,,,,,,, +260,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,,74,19.0,88.0,74.0,96.0,311,2023-01-19 17:59:27.000,5.0.8,18.0,9.0,28,False,36048.0,35498.0,configobj,conda-forge/configobj,,602.0,3299123.0,https://pypi.org/project/configobj,2023-01-18 22:36:00.791,550.0,3287692.0,https://anaconda.org/conda-forge/configobj,2023-06-16 16:09:17.495,799907.0,3.0,,,,,,,,,,,,,,,,,, +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,1376.0,1339.0,tabulator,conda-forge/tabulator-py,,,150624.0,https://pypi.org/project/tabulator,2021-03-21 07:47:00.000,37.0,149957.0,https://anaconda.org/conda-forge/tabulator-py,2023-06-16 13:23:28.967,55435.0,3.0,,,,,,,,,,,,,,,,,, +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,,45,29.0,53.0,11.0,35.0,205,2022-01-26 14:38:48.000,4.1.0,18.0,19.0,28,False,16231.0,15742.0,ordered-set,conda-forge/ordered-set,,,14414418.0,https://pypi.org/project/ordered-set,2022-01-26 14:38:48.000,489.0,14409148.0,https://anaconda.org/conda-forge/ordered-set,2023-06-16 13:16:17.227,511277.0,3.0,,,,,,,,,,,,,,,,,, +263,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 11:18:59.000,2.15.0,47.0,32.0,28,False,2295.0,2262.0,cloudant,conda-forge/cloudant,,,601819.0,https://pypi.org/project/cloudant,2021-08-26 11:14:04.000,33.0,600594.0,https://anaconda.org/conda-forge/cloudant,2023-06-16 13:24:16.388,112780.0,3.0,,,,,,,,,,,,,,,,,, +264,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,,1127,221.0,90.0,243.0,43.0,5215,,,41.0,28.0,27,False,178.0,20.0,pdfminer,conda-forge/pdfminer,,,224942.0,https://pypi.org/project/pdfminer,2021-12-15 14:45:46.670,158.0,224539.0,https://anaconda.org/conda-forge/pdfminer,2023-06-16 13:18:10.043,37482.0,3.0,,,,,,,,,,,,,,,,,, +265,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 20:36:59.000,2024-05-06 14:04:22.000,2024-03-10 11:53:20,588.0,3.0,559,83.0,271.0,125.0,130.0,3796,2022-03-10 10:49:30.000,1.6.5,18.0,41.0,27,True,56.0,,textract,conda-forge/textract,,,159088.0,https://pypi.org/project/textract,2022-03-10 10:49:30.000,56.0,158831.0,https://anaconda.org/conda-forge/textract,2023-06-16 13:16:57.664,23728.0,3.0,,,,,,,,,,,,,,,,,, +266,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,,201,26.0,55.0,91.0,133.0,3512,2023-05-02 20:45:04.130,1.6.5,41.0,26.0,27,True,91.0,,pandarallel,conda-forge/pandarallel,"['pandas', 'jupyter']",,419915.0,https://pypi.org/project/pandarallel,2023-05-02 20:45:04.130,91.0,417295.0,https://anaconda.org/conda-forge/pandarallel,2023-06-16 19:26:14.698,91704.0,3.0,,,,,,,,,,,,,,,,,, +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 17:58:34,495.0,1.0,101,30.0,84.0,20.0,128.0,2473,2023-07-31 18:46:53.000,1.4.0,86.0,18.0,27,True,1371.0,1319.0,swifter,conda-forge/swifter,['pandas'],,697645.0,https://pypi.org/project/swifter,2023-07-31 18:46:53.000,52.0,690569.0,https://anaconda.org/conda-forge/swifter,2023-07-31 21:42:18.659,332605.0,3.0,,,,,,,,,,,,,,,,,, +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 17:37:14,539.0,2.0,134,48.0,66.0,14.0,124.0,2341,2024-03-13 17:36:36.000,1.5.0,15.0,31.0,27,True,817.0,790.0,pyfunctional,,,,204238.0,https://pypi.org/project/pyfunctional,2024-03-13 17:36:36.000,27.0,204238.0,,,,3.0,,,,,,,,,,,,,,,,,, +269,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,,161,29.0,48.0,51.0,14.0,1904,2022-11-25 09:59:05.174,1.3.4,12.0,15.0,27,False,867.0,,retrying,conda-forge/retrying,,,12311639.0,https://pypi.org/project/retrying,2022-11-25 09:59:05.174,867.0,12293521.0,https://anaconda.org/conda-forge/retrying,2023-06-16 13:16:57.052,1666865.0,3.0,,,,,,,,,,,,,,,,,, +270,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 04:29:28.000,2024-05-15 20:25:38.000,2024-04-28 15:06:12,886.0,32.0,69,17.0,517.0,205.0,187.0,1625,2024-03-24 22:11:15.000,0.13.1,35.0,28.0,27,True,16.0,,prisma,,,,74751.0,https://pypi.org/project/prisma,2024-03-24 22:09:46.000,16.0,74751.0,,,,3.0,,,,,,,,,,,,,,,,,, +271,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,,145,44.0,53.0,20.0,19.0,1230,2024-03-19 17:59:19.000,6.0.1,108.0,27.0,27,False,282.0,,singer-python,,,,653759.0,https://pypi.org/project/singer-python,2024-03-19 17:59:19.000,282.0,653759.0,,,,3.0,,,,,,,,,,,,,,,,,, +272,immutables,MagicStack/immutables,A high-performance immutable mapping type for Python.,,data-structures,https://github.com/MagicStack/immutables,https://github.com/MagicStack/immutables,Apache-2.0,2018-03-30 21:24:52.000,2024-05-13 13:53:03.000,2023-08-15 16:33:33,126.0,,53,21.0,71.0,9.0,37.0,1098,2023-08-14 23:38:46.000,0.20,20.0,16.0,27,True,6781.0,6653.0,immutables,conda-forge/immutables,,,1260362.0,https://pypi.org/project/immutables,2023-08-14 23:38:52.000,128.0,1239746.0,https://anaconda.org/conda-forge/immutables,2023-09-25 13:12:03.475,989571.0,3.0,,,,,,,,,,,,,,,,,, +273,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 15:45:28.000,2024-05-06 04:27:13.000,2024-05-06 04:27:12,755.0,29.0,43,22.0,594.0,9.0,33.0,783,2021-12-17 09:06:26.000,1.0.0,18.0,26.0,27,True,125.0,,janus,conda-forge/janus,,,909300.0,https://pypi.org/project/janus,2021-12-17 09:00:32.000,125.0,908982.0,https://anaconda.org/conda-forge/janus,2023-06-16 16:15:48.451,18793.0,3.0,,,,,,,,,,,,,,,,,, +274,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,,84,25.0,53.0,9.0,40.0,758,2023-07-01 09:51:02.251,4.0.0,16.0,27.0,27,True,535.0,,munch,conda-forge/munch,,,2270185.0,https://pypi.org/project/munch,2023-07-01 09:51:02.251,535.0,1941781.0,https://anaconda.org/conda-forge/munch,2023-07-02 17:22:14.661,3940856.0,3.0,,,,,,,,,,,,,,,,,, +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,,162,35.0,50.0,34.0,184.0,609,2019-05-14 14:17:26.000,1.2.0,12.0,21.0,27,True,886.0,851.0,happybase,conda-forge/happybase,,,51960.0,https://pypi.org/project/happybase,2019-05-14 14:17:26.000,35.0,50262.0,https://anaconda.org/conda-forge/happybase,2023-06-16 13:16:41.411,161391.0,3.0,,,,,,,,,,,,,,,,,, +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,,51,12.0,49.0,8.0,116.0,583,,,8.0,12.0,27,False,65968.0,62573.0,dataclasses,conda-forge/dataclasses,,,14360929.0,https://pypi.org/project/dataclasses,2020-11-13 14:40:29.000,3395.0,14197056.0,https://anaconda.org/conda-forge/dataclasses,2023-06-16 16:08:32.190,11798879.0,3.0,,,,,,,,,,,,,,,,,, +277,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 08:03:49,519.0,27.0,71,22.0,73.0,6.0,106.0,485,2024-03-31 15:34:24.000,5.0.3,40.0,26.0,27,True,781.0,742.0,hickle,conda-forge/hickle,,,58723.0,https://pypi.org/project/hickle,2024-03-30 09:15:05.000,39.0,50385.0,https://anaconda.org/conda-forge/hickle,2024-02-14 15:49:17.521,25015.0,3.0,,,,,,,,,,,,,,,,,, +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,,134,13.0,94.0,22.0,172.0,478,2022-08-30 07:35:04.550,1.6.3,44.0,54.0,27,True,5120.0,5046.0,pylibmc,conda-forge/pylibmc,,607.0,267190.0,https://pypi.org/project/pylibmc,2022-08-30 07:35:04.550,74.0,261967.0,https://anaconda.org/conda-forge/pylibmc,2023-09-26 12:45:17.548,223423.0,3.0,,,,,,,,,,,,,,,,,, +279,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,,64,15.0,184.0,45.0,157.0,443,2021-12-23 08:52:40.000,3.1.0,53.0,15.0,27,False,20010.0,20001.0,umongo,conda-forge/umongo,,,49350.0,https://pypi.org/project/umongo,2021-12-23 08:52:40.000,9.0,49147.0,https://anaconda.org/conda-forge/umongo,2023-06-16 19:27:25.829,6520.0,3.0,,,,,,,,,,,,,,,,,, +280,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 15:07:52.000,2024-05-16 03:28:55.000,2024-05-16 01:12:04,7369.0,178.0,33,10.0,295.0,43.0,586.0,407,2024-04-14 21:25:56.000,2.6.0,204.0,23.0,27,True,24.0,22.0,static-frame,conda-forge/static-frame,,,13587.0,https://pypi.org/project/static-frame,2024-04-14 21:25:56.000,2.0,6703.0,https://anaconda.org/conda-forge/static-frame,2024-04-15 01:02:18.461,330473.0,3.0,,,,,,,,,,,,static-frame/static-frame,,,,,, +281,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 23:53:45,171.0,6.0,41,8.0,32.0,29.0,31.0,259,2024-04-07 00:01:07.000,1.8.3,19.0,17.0,27,True,478.0,,send2trash,conda-forge/send2trash,,,21142737.0,https://pypi.org/project/send2trash,2024-04-07 00:01:07.000,478.0,20747390.0,https://anaconda.org/conda-forge/send2trash,2024-04-08 14:18:48.556,13837179.0,3.0,,,,,,,,,,,,,,,,,, +282,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,,51,11.0,28.0,7.0,67.0,233,2022-10-31 21:42:18.266,3.4.0,25.0,19.0,27,False,40791.0,39827.0,futures,conda-forge/futures,,,6514325.0,https://pypi.org/project/futures,2022-10-31 21:42:18.266,964.0,6500646.0,https://anaconda.org/conda-forge/futures,2023-06-16 13:22:39.764,1272196.0,3.0,,,,,,,,,,,,,,,,,, +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,,31,8.0,47.0,7.0,36.0,81,2022-02-08 12:42:21.000,2.3.7,15.0,16.0,27,False,60644.0,59907.0,pathlib2,conda-forge/pathlib2,,,8624601.0,https://pypi.org/project/pathlib2,2022-02-10 18:01:07.000,737.0,8559981.0,https://anaconda.org/conda-forge/pathlib2,2023-09-23 10:48:23.469,2714066.0,3.0,,,,,,,,,,,,,,,,,, +284,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,,744,147.0,299.0,119.0,176.0,6180,2018-09-16 00:34:48.000,0.7.0,26.0,89.0,26,False,120.0,116.0,powerline-shell,,,,2060.0,https://pypi.org/project/powerline-shell,2018-09-16 00:34:48.000,4.0,2060.0,,,,3.0,,,,,,,,,,,,,,,,,, +285,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 00:19:37,309.0,1.0,308,30.0,173.0,107.0,141.0,3304,2024-01-22 22:08:37.000,1.45.0,88.0,34.0,26,True,149.0,147.0,img2dataset,,,1732.0,38792.0,https://pypi.org/project/img2dataset,2024-01-22 22:08:37.000,2.0,38740.0,,,,3.0,,,,,,,,,,,,,,,,,, +286,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,,260,138.0,291.0,92.0,365.0,3215,2022-04-12 19:13:11.000,0.8.4,17.0,37.0,26,True,144.0,137.0,flexx,conda-forge/flexx,,,2064.0,https://pypi.org/project/flexx,2022-04-12 19:13:11.000,7.0,946.0,https://anaconda.org/conda-forge/flexx,2023-06-16 13:18:01.276,105110.0,3.0,,,,,,,,,,,,,,,,,, +287,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,,147,41.0,129.0,29.0,203.0,1183,2022-08-20 11:25:27.669,2.12.0,100.0,19.0,26,False,269.0,238.0,parallel-ssh,,,377.0,171175.0,https://pypi.org/project/parallel-ssh,2022-08-20 11:25:27.669,31.0,171172.0,,,,3.0,,,,,,,,,,,,,,,,,, +288,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 13:59:45.000,2024-05-10 04:41:02.000,2024-04-26 23:27:23,559.0,25.0,92,19.0,293.0,89.0,88.0,986,2024-04-26 23:29:17.000,1.0.2,21.0,19.0,26,True,3265.0,3257.0,odmantic,,,,26030.0,https://pypi.org/project/odmantic,2024-04-26 23:29:17.000,8.0,26030.0,,,,3.0,,,,,,,,,,,,,,,,,, +289,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,2037.0,1994.0,bcolz,conda-forge/bcolz,,,9182.0,https://pypi.org/project/bcolz,2018-04-13 07:44:26.000,43.0,5186.0,https://anaconda.org/conda-forge/bcolz,2023-06-16 13:23:29.156,347675.0,3.0,,,,,,,,,,,,,,,,,, +290,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,,52,9.0,31.0,9.0,78.0,631,2024-02-06 05:16:52.000,6.0.2,36.0,14.0,26,True,1367.0,1318.0,pysimdjson,conda-forge/pysimdjson,,,1036181.0,https://pypi.org/project/pysimdjson,2024-02-06 05:16:52.000,49.0,1034036.0,https://anaconda.org/conda-forge/pysimdjson,2024-02-06 14:42:12.055,92245.0,3.0,,,,,,,,,,,,,,,,,, +291,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 13:34:12.000,2024-05-15 08:21:40.000,2024-05-14 14:38:10,325.0,21.0,59,9.0,137.0,22.0,60.0,516,2024-02-26 22:15:41.000,3.0.0,58.0,20.0,26,True,500.0,460.0,cachier,,,17.0,90954.0,https://pypi.org/project/cachier,2024-02-26 22:15:41.000,40.0,90954.0,,,,3.0,,,,,,,,,,,,python-cachier/cachier,,,,,, +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,,67.0,493,2018-12-21 10:20:02.000,0.5.1,23.0,25.0,26,False,4720.0,4633.0,pyscreenshot,,,,183089.0,https://pypi.org/project/pyscreenshot,2023-03-12 06:35:43.130,87.0,183089.0,,,,3.0,,,,,,,,,,,,,,,,,, +293,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,,15,8.0,27.0,7.0,22.0,38,2021-06-27 06:54:20.000,21.6.0,14.0,16.0,26,False,77817.0,77416.0,contextlib2,conda-forge/contextlib2,,,20054910.0,https://pypi.org/project/contextlib2,2021-06-27 06:54:20.000,401.0,20042376.0,https://anaconda.org/conda-forge/contextlib2,2023-06-16 13:15:19.491,1240896.0,3.0,,,,,,,,,,,,,,,,,, +294,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,,97,35.0,102.0,24.0,140.0,2373,2023-08-26 14:45:52.000,7.1.1,63.0,1.0,25,True,408.0,,python-box,conda-forge/python-box,,39.0,3031967.0,https://pypi.org/project/python-box,2023-08-26 14:45:52.000,408.0,3020096.0,https://anaconda.org/conda-forge/python-box,2023-10-01 20:08:36.105,546105.0,3.0,,,,,,,,,,,,,,,,,, +295,enaml,nucleic/enaml,Declarative User Interfaces for Python.,,gui-dev,https://github.com/nucleic/enaml,https://github.com/nucleic/enaml,,2013-03-06 21:29:01.000,2024-05-15 13:21:39.118,2024-04-24 13:41:08,2743.0,4.0,134,50.0,308.0,45.0,197.0,1514,2023-11-20 17:38:11.000,0.17.0,28.0,39.0,25,False,252.0,231.0,enaml,conda-forge/enaml,,783.0,6960.0,https://pypi.org/project/enaml,2023-11-20 17:25:19.000,21.0,3372.0,https://anaconda.org/conda-forge/enaml,2024-05-15 13:21:39.118,168212.0,3.0,,,,,,,,,,,,,,,,,, +296,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,67.0,65.0,streamparse,,,,2708.0,https://pypi.org/project/streamparse,2022-01-10 21:45:00.244,2.0,2708.0,,,,3.0,,,,,,,,,,,,pystorm/streamparse,,,,,, +297,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 02:31:18.000,2024-05-06 14:09:25.000,2023-05-19 04:32:00,6411.0,,229,38.0,1053.0,9.0,209.0,1447,2020-07-19 03:22:09.765,2.2.32,87.0,26.0,25,True,,,optimuspyspark,,['spark'],,11600.0,https://pypi.org/project/optimuspyspark,2020-07-19 03:22:09.765,,11600.0,,,,3.0,,,,,,,,,,,,,,,,,, +298,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 13:57:51,347.0,19.0,81,44.0,270.0,43.0,41.0,1385,2024-04-25 12:57:01.000,0.19.3,38.0,30.0,25,True,31.0,29.0,tasktiger,,,,3930.0,https://pypi.org/project/tasktiger,2024-04-25 12:56:28.000,2.0,3930.0,,,,3.0,,,,,,,,,,,,,,,,,, +299,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,,218,44.0,231.0,104.0,64.0,1249,2016-10-12 10:37:57.000,0.20.0,30.0,88.0,25,False,306.0,304.0,fabtools,,,,1158.0,https://pypi.org/project/fabtools,2016-10-12 10:37:57.000,2.0,1158.0,,,,3.0,,,,,,,,,,,,,,,,,, +300,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 15:30:27,757.0,6.0,83,14.0,136.0,36.0,100.0,965,2023-04-20 05:48:03.905,9.0.1,40.0,23.0,25,True,210.0,,mss,conda-forge/python-mss,,,793615.0,https://pypi.org/project/mss,2023-04-20 05:48:03.905,210.0,792600.0,https://anaconda.org/conda-forge/python-mss,2023-06-16 19:20:36.872,47713.0,3.0,,,,,,,,,,,,,,,,,, +301,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,,152,10.0,22.0,30.0,19.0,716,2018-12-17 18:55:49.000,2.2.1,11.0,8.0,25,False,3748.0,3423.0,ratelimit,conda-forge/ratelimit,,,6750919.0,https://pypi.org/project/ratelimit,2018-12-17 18:55:49.000,325.0,6750536.0,https://anaconda.org/conda-forge/ratelimit,2023-06-16 19:24:24.060,15332.0,3.0,,,,,,,,,,,,,,,,,, +302,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,,33,11.0,51.0,23.0,35.0,334,2023-05-24 20:27:04.117,0.9.0,12.0,17.0,25,True,629.0,,typing_inspect,conda-forge/typing_inspect,,,28697747.0,https://pypi.org/project/typing_inspect,2023-05-24 20:27:04.117,629.0,28667935.0,https://anaconda.org/conda-forge/typing_inspect,2023-06-03 19:24:43.068,1818582.0,3.0,,,,,,,,,,,,,,,,,, +303,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 10:42:47.000,2024-05-16 10:39:57.000,2024-05-15 13:41:07,3539.0,23.0,34,16.0,82.0,26.0,4.0,249,2022-09-07 10:31:33.181,0.90.10,560.0,82.0,25,True,61.0,36.0,dbnd,,,,266113.0,https://pypi.org/project/dbnd,2024-03-15 09:19:58.000,25.0,266113.0,,,,3.0,,,,,,,,,,,,,,,,,, +304,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 10:21:27,123.0,2.0,20,7.0,61.0,6.0,7.0,170,2023-09-25 06:35:10.000,2.0.10,27.0,12.0,25,True,40334.0,40201.0,catalogue,conda-forge/catalogue,,,10360875.0,https://pypi.org/project/catalogue,2023-09-25 06:29:23.000,133.0,10333059.0,https://anaconda.org/conda-forge/catalogue,2023-09-25 07:27:17.870,1279573.0,3.0,,,,,,,,,,,,,,,,,, +305,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 21:33:20,306.0,8.0,43,8.0,40.0,7.0,39.0,156,2024-02-22 21:48:13.000,0.11.0,26.0,21.0,25,True,1089.0,1080.0,filedepot,,,,11573.0,https://pypi.org/project/filedepot,2024-02-22 21:48:13.000,9.0,11573.0,,,,3.0,,,,,,,,,,,,,,,,,, +306,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,,,314.0,1844.0,78,2023-07-20 15:14:58.235,2.4.3,105.0,,25,False,6366.0,,openpyxl,openpyxl,,,85502151.0,https://pypi.org/project/openpyxl,2023-07-20 15:14:58.235,6312.0,85499917.0,https://anaconda.org/anaconda/openpyxl,2024-04-29 16:36:18.225,226714.0,3.0,,,,,,openpyxl/openpyxl-ci,,https://hub.docker.com/r/openpyxl/openpyxl-ci,2018-09-13 18:04:17.646261,,1228.0,,,,54.0,https://openpyxl.readthedocs.io/en/stable/,https://foss.heptapod.net/api/graphql::openpyxl/openpyxl,https://foss.heptapod.net/openpyxl/openpyxl +307,storm,emre/storm,Manage your SSH like a boss.,,infrastructure,https://github.com/emre/storm,https://github.com/emre/storm,MIT,2013-05-20 18:30:39.000,2023-07-04 13:56:26.613,2018-08-07 19:46:34,339.0,,170,85.0,81.0,22.0,82.0,3934,2018-08-24 22:08:05.000,0.7.0,17.0,30.0,24,False,72.0,68.0,storm,,,,2991.0,https://pypi.org/project/storm,2023-07-04 13:56:26.613,4.0,2991.0,,,,3.0,,,,,,,,,,,,,,,,,, +308,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 21:56:11,5672.0,5.0,510,103.0,960.0,634.0,977.0,2211,2023-06-08 01:40:26.000,wxPython-4.2.1,14.0,138.0,24,False,9.0,,wx,conda-forge/wxpython,,4206.0,19172.0,https://pypi.org/project/wx,2016-08-17 03:22:15.000,9.0,,https://anaconda.org/conda-forge/wxpython,2024-04-08 15:40:25.181,821994.0,3.0,,,,,,,,,,,,,,,,,, +309,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,,142,58.0,248.0,107.0,109.0,1575,2019-05-16 13:19:48.000,0.6.4,38.0,37.0,24,False,179.0,170.0,bonobo,,,,17331.0,https://pypi.org/project/bonobo,2019-07-20 13:33:19.000,9.0,17331.0,,,,3.0,,,,,,,,,,,,,,,,http://docs.bonobo-project.org/en/master/,, +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,,97,40.0,42.0,25.0,47.0,1530,2022-01-06 15:32:49.000,0.4.9,36.0,13.0,24,False,136.0,125.0,pypeln,conda-forge/pypeln,,,430259.0,https://pypi.org/project/pypeln,2022-01-06 15:32:39.000,11.0,429930.0,https://anaconda.org/conda-forge/pypeln,2023-06-16 19:20:56.548,15168.0,3.0,,,,,,,,,,,,,,,,,, +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,,95,32.0,24.0,27.0,10.0,1346,2021-12-15 14:38:46.326,0.10.1,14.0,11.0,24,False,193.0,179.0,pinject,conda-forge/pinject,,,75769.0,https://pypi.org/project/pinject,2021-12-15 14:38:46.326,14.0,75603.0,https://anaconda.org/conda-forge/pinject,2023-06-16 19:27:30.161,5315.0,3.0,,,,,,,,,,,,,,,,,, +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,,142,42.0,10.0,3.0,12.0,1089,2021-05-16 16:25:40.000,1.0.1,9.0,9.0,24,False,2400.0,2338.0,pluginbase,conda-forge/pluginbase,,,641223.0,https://pypi.org/project/pluginbase,2021-05-16 16:25:40.000,62.0,637196.0,https://anaconda.org/conda-forge/pluginbase,2023-06-16 16:13:34.708,306105.0,3.0,,,,,,,,,,,,,,,,,, +313,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 05:43:11.000,2024-05-13 19:49:51.000,2024-05-13 18:18:58,964.0,10.0,135,64.0,76.0,167.0,149.0,861,2021-12-15 14:50:33.964,0.0.0,10.0,31.0,24,True,174.0,168.0,rows,,,38.0,1760.0,https://pypi.org/project/rows,2021-12-15 14:50:33.964,6.0,1760.0,,,,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 21:14:57.000,2024-05-16 02:04:36.000,2024-04-26 00:12:53,1450.0,17.0,42,17.0,139.0,2.0,13.0,712,2024-03-20 18:41:57.000,1.3.5,73.0,4.0,24,True,100.0,,ubelt,conda-forge/ubelt,,13.0,27998.0,https://pypi.org/project/ubelt,2024-03-20 18:17:57.000,100.0,25440.0,https://anaconda.org/conda-forge/ubelt,2024-03-20 20:04:14.360,81857.0,3.0,,,,,,,,,,,,,,,,,, +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 21:59:32.000,2024-05-16 13:06:37.000,2024-05-16 13:06:26,9955.0,6.0,43,14.0,10.0,6.0,8.0,493,2021-11-25 22:52:42.000,0.2.0,10.0,99.0,24,True,21.0,,pandas-summary,,['pandas'],,93754.0,https://pypi.org/project/pandas-summary,2021-11-25 22:52:42.000,21.0,93754.0,,,,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,,,,11979.0,https://pypi.org/project/messytables,2017-02-09 12:37:47.000,13.0,11979.0,,,,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 14:33:37.000,2024-05-14 15:09:44.000,2024-05-14 15:09:09,981.0,36.0,26,18.0,188.0,6.0,18.0,368,2024-05-14 15:09:44.000,17.5.19,271.0,20.0,24,True,427.0,370.0,aiomisc,,,,17619.0,https://pypi.org/project/aiomisc,2024-05-14 15:09:44.000,57.0,17619.0,,,,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,,134,53.0,60.0,,90.0,314,2018-02-16 12:44:36.000,0.3.4,8.0,10.0,24,False,216.0,205.0,pyhdb,,,108.0,329482.0,https://pypi.org/project/pyhdb,2018-02-16 12:37:13.000,11.0,329481.0,,,,3.0,,,,,,,,,,,,,2.0,,,,, +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,,58,21.0,14.0,18.0,24.0,267,2021-09-24 05:09:00.400,0.3.7,17.0,10.0,24,False,936.0,872.0,deepdish,conda-forge/deepdish,,,20437.0,https://pypi.org/project/deepdish,2021-09-24 05:09:00.400,64.0,19378.0,https://anaconda.org/conda-forge/deepdish,2023-06-16 13:19:04.224,95387.0,3.0,,,,,,,,,,,,,,,,,, +320,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,,68,19.0,45.0,19.0,18.0,212,2020-12-28 15:17:57.000,0.7.0,10.0,19.0,24,True,659.0,,ptyprocess,conda-forge/ptyprocess,,,72947275.0,https://pypi.org/project/ptyprocess,2020-12-28 15:15:28.000,659.0,72765698.0,https://anaconda.org/conda-forge/ptyprocess,2023-06-16 13:16:25.404,17613034.0,3.0,,,,,,,,,,,,,,,,,, +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 12:05:42,378.0,5.0,33,7.0,144.0,4.0,84.0,147,2023-11-06 17:12:50.000,3.3.0,20.0,8.0,24,True,1252.0,1230.0,everett,conda-forge/everett,,,207551.0,https://pypi.org/project/everett,2023-11-06 17:12:50.000,22.0,206128.0,https://anaconda.org/conda-forge/everett,2023-11-06 18:31:38.869,61199.0,3.0,,,,,,,,,,,,,,,,,, +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,,19,4.0,113.0,33.0,42.0,95,2015-08-25 16:13:43.000,0.5.1,18.0,64.0,24,False,5154.0,4771.0,clint,conda-forge/clint,,118.0,157731.0,https://pypi.org/project/clint,2015-08-25 16:11:19.000,383.0,157132.0,https://anaconda.org/conda-forge/clint,2023-06-16 13:16:28.082,57569.0,3.0,,,,,,,,,,,,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,,657,391.0,276.0,81.0,80.0,10550,2018-07-24 16:42:00.000,0.3.0,9.0,30.0,23,False,22.0,21.0,grumpy-tools,,,,72.0,https://pypi.org/project/grumpy-tools,2018-07-24 16:42:00.000,1.0,72.0,,,,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 13:39:33.000,2024-05-10 21:46:10.000,2023-10-02 06:28:26,631.0,,431,42.0,185.0,266.0,110.0,2681,2011-12-30 16:40:09.000,11.12.30,16.0,46.0,23,True,6.0,,camelot,,,,6347.0,https://pypi.org/project/camelot,2021-12-15 14:24:33.385,6.0,6347.0,,,,3.0,,,,,,,,,,,,,,,,,, +325,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,,140,40.0,22.0,20.0,11.0,1564,2021-12-15 15:25:21.835,1.5.4,6.0,14.0,23,False,191.0,185.0,commonregex,,,,94016.0,https://pypi.org/project/commonregex,2021-12-15 15:25:21.835,6.0,94016.0,,,,3.0,,,,,,,,,,,,,,,,,, +326,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 00:46:56.000,1.4.0,9.0,11.0,23,True,246.0,227.0,unsync,conda-forge/unsync,,,72415.0,https://pypi.org/project/unsync,2021-10-21 00:46:56.000,19.0,72142.0,https://anaconda.org/conda-forge/unsync,2023-06-16 19:20:12.238,12874.0,3.0,,,,,,,,,,,,,,,,,, +327,pysparkling,svenkreiss/pysparkling,A pure Python implementation of Apache Sparks RDD and DStream interfaces.,,data-pipelines,https://github.com/svenkreiss/pysparkling,https://github.com/svenkreiss/pysparkling,MIT,2015-05-09 19:23:20.000,2023-06-16 19:25:18.270,2022-11-13 18:39:01,1534.0,,48,9.0,140.0,9.0,21.0,260,2022-11-13 18:45:00.900,0.6.2,69.0,10.0,23,False,211.0,209.0,pysparkling,conda-forge/pysparkling,,,12364.0,https://pypi.org/project/pysparkling,2022-11-13 18:45:00.900,2.0,12241.0,https://anaconda.org/conda-forge/pysparkling,2023-06-16 19:25:18.270,4707.0,3.0,,,,,,,,,,,,,,,,,, +328,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 15:35:29.000,2024-05-13 23:46:10.000,2024-05-13 23:46:10,631.0,3.0,18,11.0,35.0,16.0,16.0,173,2023-05-30 20:50:42.000,0.9.0,6.0,49.0,23,True,390.0,310.0,docopt-ng,,,,218204.0,https://pypi.org/project/docopt-ng,2023-05-30 20:48:00.631,80.0,218204.0,,,,3.0,,,,,,,,,,,,,,,,,, +329,pyexcel-xlsx,pyexcel/pyexcel-xlsx,"A wrapper library to read, manipulate and write data in xlsx and xlsm format using openpyxl.",,data-loading,https://github.com/pyexcel/pyexcel-xlsx,https://github.com/pyexcel/pyexcel-xlsx,BSD-3-Clause,2014-12-02 00:03:24.000,2023-07-14 10:54:50.000,2020-11-28 22:30:53,264.0,,28,7.0,18.0,12.0,25.0,113,2020-10-10 13:13:32.000,0.6.0,30.0,4.0,23,False,2833.0,2762.0,pyexcel-xlsx,conda-forge/pyexcel-xlsx,,67.0,153152.0,https://pypi.org/project/pyexcel-xlsx,2020-10-10 13:13:32.000,71.0,152796.0,https://anaconda.org/conda-forge/pyexcel-xlsx,2023-06-16 13:23:09.620,28194.0,3.0,,,,,,,,,,,,,,,,,, +330,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,,27,7.0,24.0,4.0,21.0,73,2017-06-08 10:55:15.000,0.2.3,7.0,11.0,23,False,691.0,,entrypoints,conda-forge/entrypoints,,,17886371.0,https://pypi.org/project/entrypoints,2022-02-02 21:30:26.000,691.0,17686968.0,https://anaconda.org/conda-forge/entrypoints,2023-06-16 13:20:57.203,19342100.0,3.0,,,,,,,,,,,,,,,,,, +331,pampy,santinic/pampy,Pampy: The Pattern Matching for Python you always dreamed of.,,utilities,https://github.com/santinic/pampy,https://github.com/santinic/pampy,MIT,2018-11-08 12:51:17.000,2022-03-29 22:05:25.000,2022-03-29 22:05:25,133.0,,126,64.0,19.0,23.0,15.0,3506,2019-11-07 15:54:35.000,0.3.0,11.0,10.0,22,False,463.0,426.0,pampy,,,,36824.0,https://pypi.org/project/pampy,2019-11-07 15:54:35.000,37.0,36824.0,,,,3.0,,,,,,,,,,,,,,,,,, +332,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 14:04:37.000,2024-05-15 23:18:18.000,2024-05-15 23:16:49,88.0,3.0,147,34.0,13.0,11.0,181.0,3305,2024-05-15 23:18:19.000,2.1.23,68.0,1.0,22,False,225.0,225.0,ptext-joris-schellekens,conda-forge/borb,,,1563.0,https://pypi.org/project/ptext-joris-schellekens,2021-07-20 11:34:32.000,,,https://anaconda.org/conda-forge/borb,2024-03-21 21:04:06.386,51610.0,3.0,,,,,,,,,,,,,,,,,, +333,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,,165,98.0,31.0,18.0,58.0,3265,,,4.0,19.0,22,False,615.0,585.0,macropy3,,,,391.0,https://pypi.org/project/macropy3,2018-05-11 23:17:05.000,30.0,391.0,,,,3.0,,,,,,,,,,,,,,,,,, +334,dpark,douban/dpark,"Python clone of Spark, a MapReduce alike framework in Python.",,data-pipelines,https://github.com/douban/dpark,https://github.com/douban/dpark,BSD-3-Clause,2012-04-11 08:35:06.000,2020-12-25 10:36:06.000,2020-12-25 10:36:05,1467.0,,554,267.0,30.0,1.0,60.0,2692,2018-07-27 04:11:36.000,0.5.0,19.0,35.0,22,False,5.0,5.0,dpark,,['spark'],,117.0,https://pypi.org/project/dpark,2018-07-27 04:11:36.000,,117.0,,,,3.0,,,,,,,,,,,,,,,,,, +335,pyston,pyston/pyston,A faster and highly-compatible implementation of the Python programming language.,,python-implementations,https://github.com/pyston/pyston,https://github.com/pyston/pyston,Apache-2.0,2021-03-01 22:38:24.000,2023-02-28 17:09:53.000,2023-02-28 17:09:53,107476.0,,89,38.0,214.0,46.0,58.0,2497,2022-09-26 19:13:22.000,pyston_2.3.5,7.0,1035.0,22,False,,,,,,24281.0,674.0,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +336,bashplotlib,glamp/bashplotlib,plotting in the terminal.,,cli-helpers,https://github.com/glamp/bashplotlib,https://github.com/glamp/bashplotlib,MIT,2012-12-13 04:01:10.000,2022-04-29 19:18:16.000,2021-03-31 19:40:59,210.0,,84,46.0,34.0,18.0,11.0,1833,2016-02-06 21:56:46.000,0.6.5,27.0,20.0,22,False,191.0,179.0,bashplotlib,,,,4977.0,https://pypi.org/project/bashplotlib,2016-02-06 21:56:46.000,12.0,4977.0,,,,3.0,,,,,,,,,,,,,,,,,, +337,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,,123,14.0,32.0,31.0,42.0,877,2019-01-14 18:48:25.000,0.9.2,20.0,15.0,22,False,1929.0,1855.0,pickledb,,,,24986.0,https://pypi.org/project/pickledb,2019-01-14 18:48:25.000,74.0,24986.0,,,,3.0,,,,,,,,,,,,,,,,,, +338,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,,39,16.0,12.0,9.0,11.0,513,2009-03-29 15:28:56.000,0.2.1,3.0,6.0,22,False,9708.0,9649.0,unipath,,,,55077.0,https://pypi.org/project/unipath,2015-02-11 04:36:12.000,59.0,55077.0,,,,3.0,,,,,,,,,,,,,,,,,, +339,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,,30,8.0,54.0,15.0,11.0,297,2023-12-21 12:00:14.000,0.10.0,14.0,15.0,22,True,525.0,416.0,rtoml,,,,301712.0,https://pypi.org/project/rtoml,2023-12-21 12:00:14.000,109.0,301712.0,,,,3.0,,,,,,,,,,,,,,,,,, +340,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,331.0,316.0,aioprometheus,,,,180851.0,https://pypi.org/project/aioprometheus,2023-12-27 23:54:29.000,15.0,180851.0,,,,3.0,,,,,,,,,,,,,,,,,, +341,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,,12,5.0,11.0,2.0,7.0,134,2023-01-09 22:37:52.868,2.2.0,9.0,3.0,22,False,2437.0,2348.0,coolname,conda-forge/coolname,,,653376.0,https://pypi.org/project/coolname,2023-01-09 22:37:52.868,89.0,651151.0,https://anaconda.org/conda-forge/coolname,2023-06-16 19:24:08.971,91234.0,3.0,,,,,,,,,,,,,,,,,, +342,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,,21,5.0,12.0,5.0,15.0,106,2018-02-09 00:32:14.000,1.1.2,4.0,7.0,22,True,2456.0,2366.0,stopit,conda-forge/stopit,,,622134.0,https://pypi.org/project/stopit,2018-02-09 00:32:14.000,90.0,610526.0,https://anaconda.org/conda-forge/stopit,2023-06-16 16:07:54.264,882208.0,3.0,,,,,,,,,,,,,,,,,, +343,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 08:02:27.000,2024-05-16 12:26:25.000,2024-05-15 07:40:08,1898.0,87.0,5,3.0,888.0,17.0,53.0,52,2024-04-05 10:54:51.000,4.7.5,70.0,8.0,22,False,77.0,69.0,click-extra,,,251.0,5596.0,https://pypi.org/project/click-extra,2024-04-05 10:54:34.000,8.0,5588.0,,,,3.0,,,,,,,,,,,,,,,,,, +344,excalibur,camelot-dev/excalibur,A web interface to extract tabular data from PDFs.,,data-loading,https://github.com/camelot-dev/excalibur,https://github.com/camelot-dev/excalibur,MIT,2018-10-20 11:34:49.000,2024-05-14 12:34:18.000,2023-07-15 11:04:02,238.0,,217,38.0,57.0,86.0,40.0,1482,2020-07-17 16:16:44.000,0.4.3,9.0,13.0,21,True,,,excalibur-py,,,12067.0,1899.0,https://pypi.org/project/excalibur-py,2020-03-21 11:40:49.000,,1719.0,,,,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,,35,12.0,65.0,13.0,19.0,774,2023-11-15 04:40:34.000,0.7.1-post0,15.0,16.0,21,True,351.0,320.0,dirty-equals,conda-forge/dirty-equals,,,151223.0,https://pypi.org/project/dirty-equals,2023-11-15 05:03:24.000,31.0,149480.0,https://anaconda.org/conda-forge/dirty-equals,2023-11-15 20:33:25.333,45340.0,3.0,,,,,,,,,,,,,,,,,, +346,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,647.0,637.0,pymodm,conda-forge/pymodm,,,14644.0,https://pypi.org/project/pymodm,2020-04-30 18:54:55.036,10.0,14539.0,https://anaconda.org/conda-forge/pymodm,2023-06-16 19:18:01.986,5382.0,3.0,,,,,,,,,,,,,,,,,, +347,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,,48,14.0,34.0,26.0,13.0,303,2020-11-25 09:35:49.000,0.3.4,12.0,14.0,21,True,453.0,421.0,price-parser,,,,99649.0,https://pypi.org/project/price-parser,2020-11-25 09:35:49.000,32.0,99649.0,,,,3.0,,,,,,,,,,,,,,,,,, +348,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 21:53:58.000,2024-05-16 09:52:23.000,2024-05-15 12:46:11,734.0,35.0,24,5.0,282.0,7.0,,290,2024-05-15 12:46:11.000,1.1.285,714.0,12.0,21,True,6.0,6.0,upgini,,,,9187.0,https://pypi.org/project/upgini,2024-05-15 13:32:46.000,,9187.0,,,,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,,15,12.0,5.0,14.0,43.0,289,2021-01-04 03:43:58.000,0.11.1,17.0,7.0,21,False,184.0,175.0,datatest,,,,23019.0,https://pypi.org/project/datatest,2021-01-04 03:39:40.000,9.0,23019.0,,,,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,921.0,920.0,gsheetsdb,,,,81808.0,https://pypi.org/project/gsheetsdb,2022-01-05 03:28:15.000,1.0,81808.0,,,,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,,5,3.0,182.0,24.0,760.0,13,2023-10-20 15:18:09.000,2021.2.4,115.0,37.0,21,False,144.0,,py2neo,conda-forge/py2neo,,,45542.0,https://pypi.org/project/py2neo,2023-10-20 15:18:09.000,144.0,44753.0,https://anaconda.org/conda-forge/py2neo,2023-06-16 13:20:51.158,65535.0,3.0,,,,,,,,,,,,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,,148,67.0,4.0,1.0,41.0,2216,2016-09-11 02:13:18.000,1.2,3.0,4.0,20,False,62.0,48.0,pypattyrn,,,,1407.0,https://pypi.org/project/pypattyrn,2016-09-11 02:18:42.000,14.0,1407.0,,,,3.0,,,,,,,,,,,,,,,,,, +353,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,,,,437.0,https://pypi.org/project/mrq,2018-08-31 16:03:04.000,,437.0,,,,3.0,,,,,,,,,,,,,,,,,, +354,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,,44,17.0,48.0,15.0,38.0,715,2022-09-20 06:06:25.216,0.3.2,86.0,11.0,20,False,74.0,61.0,pdpipe,conda-forge/pdpipe,['pandas'],,3167.0,https://pypi.org/project/pdpipe,2022-07-04 17:58:17.000,13.0,2439.0,https://anaconda.org/conda-forge/pdpipe,2023-06-16 19:23:35.358,30607.0,3.0,,,,,,,,,,,,,,,,,, +355,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,,22,11.0,32.0,23.0,21.0,667,2022-03-13 23:32:45.000,0.2.4,25.0,12.0,20,False,72.0,69.0,pugsql,,,,6755.0,https://pypi.org/project/pugsql,2022-03-13 23:32:45.000,3.0,6755.0,,,,3.0,,,,,,,,,,,,,,,,,, +356,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,122.0,111.0,pypyr,conda-forge/pypyr,,,3739.0,https://pypi.org/project/pypyr,2023-09-22 03:14:38.000,11.0,3201.0,https://anaconda.org/conda-forge/pypyr,2023-09-22 05:04:53.900,15086.0,3.0,,,,,,,,,,,,,,,,,, +357,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,,45,11.0,20.0,18.0,11.0,483,2015-06-05 06:31:13.000,1.6.5,26.0,11.0,20,False,3514.0,3391.0,awesome-slugify,conda-forge/awesome-slugify,,,45626.0,https://pypi.org/project/awesome-slugify,2015-06-05 06:31:13.000,123.0,44896.0,https://anaconda.org/conda-forge/awesome-slugify,2023-06-16 13:15:53.669,70814.0,3.0,,,,,,,,,,,,,,,,,, +358,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,,,,166.0,https://pypi.org/project/batchflow,2023-08-01 10:51:02.000,,166.0,,,,3.0,,,,,,,,,,,,,,,,,, +359,spark-deep-learning,databricks/spark-deep-learning,Deep Learning Pipelines for Apache Spark.,,data-pipelines,https://github.com/databricks/spark-deep-learning,https://github.com/databricks/spark-deep-learning,Apache-2.0,2017-05-31 17:30:28.000,2023-03-30 20:19:05.000,2022-03-21 17:12:16,138.0,,457,159.0,142.0,78.0,27.0,1988,2020-01-08 19:50:31.000,1.6.0,9.0,17.0,19,False,42.0,42.0,,,['spark'],,,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +360,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 04:15:53.000,2024-05-15 16:34:20.000,2024-05-15 16:29:30,3110.0,108.0,146,27.0,263.0,36.0,415.0,1506,,,,54.0,19,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,, +361,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 14:41:57.000,0.5.3,35.0,24.0,19,False,2.0,,db.py,,,,1019.0,https://pypi.org/project/db.py,2017-03-31 14:41:57.000,2.0,1019.0,,,,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,,,,344.0,https://pypi.org/project/d6tflow,2024-02-20 02:03:46.000,,344.0,,,,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,,,6636.0,https://pypi.org/project/valideer,2015-12-20 08:56:50.000,3.0,6413.0,https://anaconda.org/conda-forge/valideer,2023-06-16 13:17:05.198,21647.0,3.0,,,,,,,,,,,,,,,,,, +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,,,,3505.0,https://pypi.org/project/queries,2021-11-16 15:05:08.000,3.0,3505.0,,,,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,,33,17.0,147.0,,74.0,228,2021-01-17 20:11:01.000,0.7.2,16.0,24.0,19,False,8.0,6.0,fletcher,conda-forge/fletcher,['pandas'],21.0,1252.0,https://pypi.org/project/fletcher,2021-01-17 20:11:01.000,2.0,289.0,https://anaconda.org/conda-forge/fletcher,2023-06-16 16:09:03.368,67431.0,3.0,,,,,,,,,,,,,,,,,, +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,,9,6.0,110.0,17.0,84.0,182,2023-04-26 17:06:00.831,2.8.1,115.0,9.0,19,False,87.0,82.0,typical,conda-forge/typical,,,2988.0,https://pypi.org/project/typical,2019-07-20 00:03:59.000,5.0,1955.0,https://anaconda.org/conda-forge/typical,2023-06-16 19:25:53.591,37204.0,3.0,,,,,,,,,,,,,,,,,, +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,,76,52.0,23.0,22.0,8.0,1608,2021-12-28 23:04:04.000,0.67.0,59.0,18.0,18,False,,,riko,,,,800.0,https://pypi.org/project/riko,2021-12-28 23:04:04.000,,800.0,,,,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,,,,179.0,https://pypi.org/project/colout,2020-06-21 20:05:59.000,,179.0,,,,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,,47,23.0,28.0,15.0,10.0,935,2022-11-20 08:19:03.000,1.2.0,8.0,9.0,18,False,36.0,34.0,bounter,,,,345.0,https://pypi.org/project/bounter,2022-11-20 08:18:00.871,2.0,345.0,,,,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 17:22:24.000,2024-05-08 10:13:19.000,2024-05-08 10:13:12,664.0,28.0,31,5.0,109.0,7.0,19.0,656,2024-02-23 12:24:30.000,1.11.0,66.0,8.0,18,True,2.0,,pipeless-ai,,,947.0,266.0,https://pypi.org/project/pipeless-ai,2023-11-02 12:42:21.000,2.0,161.0,,,,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 05:47:04.000,2024-05-03 19:52:59.000,2023-12-23 16:55:35,407.0,,12,9.0,43.0,3.0,22.0,210,2023-12-13 20:40:33.000,1.2.2,24.0,7.0,18,True,6.0,,validr,,,,320.0,https://pypi.org/project/validr,2023-12-13 20:40:33.000,6.0,320.0,,,,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,,,,84.0,https://pypi.org/project/mara-pipelines,2023-12-06 18:12:20.000,1.0,84.0,,,,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,,,,68.0,https://pypi.org/project/wssh,2012-07-24 09:27:02.000,,68.0,,,,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,,59,39.0,40.0,11.0,256.0,1000,,,,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,,22,11.0,120.0,21.0,57.0,434,2022-07-04 09:43:53.000,3.0.12,62.0,4.0,17,False,18.0,18.0,bodywork,,,,427.0,https://pypi.org/project/bodywork,2022-07-04 09:43:53.000,,427.0,,,,3.0,,,,,,,,,,,,,,,,,, +376,Squirrel,merantix-momentum/squirrel-core,"A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient..",,data-loading,https://github.com/merantix-momentum/squirrel-core,https://github.com/merantix-momentum/squirrel-core,Apache-2.0,2022-02-11 08:15:36.000,2024-05-16 12:57:04.000,2024-05-08 14:44:03,128.0,3.0,8,15.0,188.0,3.0,11.0,279,2024-05-08 14:52:14.000,0.20.1,115.0,19.0,17,True,3.0,2.0,squirrel-core,squirrel-core,,,1603.0,https://pypi.org/project/squirrel-core,2024-05-08 14:52:14.000,,1603.0,https://anaconda.org/anaconda/squirrel-core,2022-11-18 08:24:02.000,,3.0,,,,,,,,,,,,,,,1.0,,, +377,flupy,olirice/flupy,Fluent data pipelines for python and your shell.,,data-pipelines,https://github.com/olirice/flupy,https://github.com/olirice/flupy,MIT,2018-01-06 16:46:04.000,2024-04-27 16:58:06.000,2024-02-27 14:32:58,208.0,2.0,15,8.0,20.0,2.0,12.0,189,2022-10-21 16:09:00.872,1.2.0,38.0,6.0,17,True,,,flupy,,,,221994.0,https://pypi.org/project/flupy,2022-10-21 16:09:00.872,,221994.0,,,,3.0,,,,,,,,,,,,,,,,,, +378,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 06:59:08.000,1.9.2,28.0,7.0,17,False,44.0,39.0,cleverdict,,,,1228.0,https://pypi.org/project/cleverdict,2022-02-15 06:59:08.000,5.0,1228.0,,,,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,,125,18.0,278.0,127.0,78.0,624,2021-05-19 12:56:53.000,0.7.0,15.0,10.0,16,False,,,kubeflow-kale,,['jupyter'],,265.0,https://pypi.org/project/kubeflow-kale,2021-05-19 12:56:53.000,,265.0,,,,3.0,,,,,,,,,,,,,,,,,, +380,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,,82,2018-01-15 02:19:08.000,0.1.1,1.0,1.0,16,False,1032.0,1023.0,millify,,,,70211.0,https://pypi.org/project/millify,2018-01-15 02:19:08.000,9.0,70211.0,,,,3.0,,,,,,,,,,,,,,,,,, +381,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,,101,53.0,28.0,3.0,2.0,1194,2018-09-14 14:38:32.000,0.2.0,5.0,11.0,15,False,2.0,2.0,botflow,,,,49.0,https://pypi.org/project/botflow,2018-09-14 14:38:32.000,,49.0,,,,3.0,,,,,,,,,,,,,,,,,, +382,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,,71,18.0,28.0,48.0,30.0,860,2021-11-18 16:35:33.000,1.3,16.0,7.0,15,False,2.0,,csvs-to-sqlite,,,,1215.0,https://pypi.org/project/csvs-to-sqlite,2021-11-18 16:36:40.000,2.0,1215.0,,,,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,,,,317.0,https://pypi.org/project/supersqlite,2018-11-22 02:36:46.000,3.0,317.0,,,,3.0,,,,,,,,,,,,,,,,,, +384,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 21:25:30.000,1.0.19,19.0,6.0,15,False,9.0,9.0,lazydata,,,,31.0,https://pypi.org/project/lazydata,2018-09-18 21:25:30.000,,31.0,,,,3.0,,,,,,,,,,,,,,,,,, +385,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,,65,21.0,2.0,2.0,1.0,547,2020-11-12 16:12:54.000,zen,22.0,3.0,14,False,7.0,7.0,pandapy,,['pandas'],,154.0,https://pypi.org/project/pandapy,2020-01-25 23:10:32.000,,154.0,,,,3.0,,,,,,,,,,,,,,,,,, +386,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 16:16:22.000,2024-05-10 01:27:45.000,2024-05-02 20:53:17,1011.0,62.0,20,2.0,897.0,8.0,18.0,270,2024-05-02 20:59:44.000,0.1.71,45.0,15.0,14,False,,,the-guide,,,,15.0,https://pypi.org/project/the-guide,2023-08-11 19:02:53.000,,15.0,,,,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,,,,320.0,https://pypi.org/project/rasgoql,2022-07-05 16:55:25.000,,320.0,,,,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,,19,6.0,77.0,18.0,40.0,109,2022-11-22 19:10:35.164,0.11.0,13.0,7.0,13,False,,,datajob,,,,148.0,https://pypi.org/project/datajob,2022-11-22 19:10:35.164,,148.0,,,,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,,34,30.0,10.0,3.0,16.0,365,,,,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 add3e3b..6107cf0 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₯‡51 Β· ⭐ 60K Β· πŸ“ˆ) - The Python programming language. MIT -- SQLAlchemy (πŸ₯‡46 Β· ⭐ 8.9K Β· πŸ“ˆ) - The Database Toolkit for Python. MIT -- Pygments (πŸ₯‡43 Β· ⭐ 1.7K Β· πŸ“ˆ) - Pygments is a generic syntax highlighter written in Python. BSD-2 -- polars (πŸ₯‡42 Β· ⭐ 26K Β· πŸ“ˆ) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT -- confluent-kafka-python (πŸ₯‰29 Β· ⭐ 3.6K Β· πŸ“ˆ) - Confluents Kafka Python Client. Apache-2 +- dbt (πŸ₯ˆ39 Β· ⭐ 9K Β· πŸ“ˆ) - dbt enables data analysts and engineers to transform their data using.. Apache-2 +- pycryptodomex (πŸ₯ˆ39 Β· ⭐ 2.7K Β· πŸ“ˆ) - A self-contained cryptographic library for Python. BSD-3 +- transitions (πŸ₯‡34 Β· ⭐ 5.4K Β· πŸ“ˆ) - A lightweight, object-oriented finite state machine.. MIT +- gdown (πŸ₯ˆ34 Β· ⭐ 3.9K Β· πŸ“ˆ) - Google Drive Public File Downloader when Curl/Wget Fails. MIT +- pyhdb (πŸ₯‰24 Β· ⭐ 310 Β· πŸ’€) - SAP HANA Connector in pure Python. Apache-2 ## πŸ“‰ Trending Down _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ -- watchdog (πŸ₯ˆ35 Β· ⭐ 6.3K Β· πŸ“‰) - Python library and shell utilities to monitor filesystem events. Apache-2 -- cachetools (πŸ₯‡34 Β· ⭐ 2.1K Β· πŸ“‰) - Extensible memoizing collections and decorators. MIT -- micropython (πŸ₯ˆ33 Β· ⭐ 18K Β· πŸ“‰) - MicroPython - a lean and efficient Python implementation.. Python-2.0 -- libcloud (πŸ₯‰32 Β· ⭐ 2K Β· πŸ“‰) - Apache Libcloud is a Python library which hides differences.. Apache-2 -- ptyprocess (πŸ₯‰24 Β· ⭐ 210 Β· πŸ’€) - Run a subprocess in a pseudo terminal. ISC +- elasticsearch (πŸ₯‡41 Β· ⭐ 4.1K Β· πŸ“‰) - Official Python client for Elasticsearch. Apache-2 +- kubernetes (πŸ₯ˆ38 Β· ⭐ 6.5K Β· πŸ“‰) - Official Python client library for kubernetes. Apache-2 +- plumbum (πŸ₯‰34 Β· ⭐ 2.8K Β· πŸ“‰) - Plumbum: Shell Combinators. MIT +- dateparser (πŸ₯ˆ34 Β· ⭐ 2.5K Β· πŸ“‰) - python parser for human readable dates. BSD-3 +- csvkit (πŸ₯ˆ33 Β· ⭐ 5.8K Β· πŸ“‰) - A suite of utilities for converting to and working with CSV, the king.. MIT