From d93c91e5067de80225215acc12ab2b2dddcc7e67 Mon Sep 17 00:00:00 2001 From: LukasMasuch Date: Thu, 16 Nov 2023 13:32:05 +0000 Subject: [PATCH] Update best-of list for version 2023.11.16 --- README.md | 1550 ++++++++++++++++--------------- history/2023-11-16_changes.md | 20 + history/2023-11-16_projects.csv | 392 ++++++++ latest-changes.md | 20 +- 4 files changed, 1212 insertions(+), 770 deletions(-) create mode 100644 history/2023-11-16_changes.md create mode 100644 history/2023-11-16_projects.csv diff --git a/README.md b/README.md index da788a8..8b65cfa 100644 --- a/README.md +++ b/README.md @@ -86,12 +86,12 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
protobuf (πŸ₯‡53 Β· ⭐ 62K) - Protocol Buffers - Googles data interchange format. BSD-3 -- [GitHub](https://github.com/protocolbuffers/protobuf) (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 15K Β· πŸ“₯ 35M Β· πŸ“¦ 530K Β· πŸ“‹ 5.9K - 15% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/protocolbuffers/protobuf) (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 15K Β· πŸ“₯ 35M Β· πŸ“¦ 540K Β· πŸ“‹ 6K - 15% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/protocolbuffers/protobuf ``` -- [PyPi](https://pypi.org/project/protobuf) (πŸ“₯ 160M / month Β· πŸ“¦ 16K Β· ⏱️ 01.11.2023): +- [PyPi](https://pypi.org/project/protobuf) (πŸ“₯ 160M / month Β· πŸ“¦ 16K Β· ⏱️ 15.11.2023): ``` pip install protobuf ``` @@ -106,7 +106,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
flatbuffers (πŸ₯‡42 Β· ⭐ 21K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 -- [GitHub](https://github.com/google/flatbuffers) (πŸ‘¨β€πŸ’» 660 Β· πŸ”€ 3.2K Β· πŸ“₯ 300K Β· πŸ“¦ 78K Β· πŸ“‹ 2.3K - 6% open Β· ⏱️ 07.10.2023): +- [GitHub](https://github.com/google/flatbuffers) (πŸ‘¨β€πŸ’» 660 Β· πŸ”€ 3.2K Β· πŸ“₯ 300K Β· πŸ“¦ 79K Β· πŸ“‹ 2.3K - 6% open Β· ⏱️ 07.10.2023): ``` git clone https://github.com/google/flatbuffers @@ -115,23 +115,23 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` pip install flatbuffers ``` -- [Conda](https://anaconda.org/conda-forge/flatbuffers) (πŸ“₯ 900K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/flatbuffers) (πŸ“₯ 910K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge flatbuffers ``` -- [npm](https://www.npmjs.com/package/flatbuffers) (πŸ“₯ 950K / month Β· πŸ“¦ 280 Β· ⏱️ 26.05.2023): +- [npm](https://www.npmjs.com/package/flatbuffers) (πŸ“₯ 1M / month Β· πŸ“¦ 280 Β· ⏱️ 26.05.2023): ``` npm install flatbuffers ```
marshmallow (πŸ₯ˆ40 Β· ⭐ 6.7K) - A lightweight library for converting complex objects to and from.. MIT -- [GitHub](https://github.com/marshmallow-code/marshmallow) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 630 Β· πŸ“¦ 110K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 30.10.2023): +- [GitHub](https://github.com/marshmallow-code/marshmallow) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 630 Β· πŸ“¦ 110K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/marshmallow-code/marshmallow ``` -- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 30M / month Β· πŸ“¦ 10K Β· ⏱️ 20.07.2023): +- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 31M / month Β· πŸ“¦ 10K Β· ⏱️ 20.07.2023): ``` pip install marshmallow ``` @@ -142,12 +142,12 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
msgpack (πŸ₯ˆ38 Β· ⭐ 1.8K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2 -- [GitHub](https://github.com/msgpack/msgpack-python) (πŸ‘¨β€πŸ’» 78 Β· πŸ”€ 250 Β· πŸ“₯ 1.2K Β· πŸ“¦ 110K Β· πŸ“‹ 280 - 2% open Β· ⏱️ 28.09.2023): +- [GitHub](https://github.com/msgpack/msgpack-python) (πŸ‘¨β€πŸ’» 78 Β· πŸ”€ 250 Β· πŸ“₯ 1.3K Β· πŸ“¦ 110K Β· πŸ“‹ 280 - 2% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/msgpack/msgpack-python ``` -- [PyPi](https://pypi.org/project/msgpack) (πŸ“₯ 55M / month Β· πŸ“¦ 2.3K Β· ⏱️ 28.09.2023): +- [PyPi](https://pypi.org/project/msgpack) (πŸ“₯ 56M / month Β· πŸ“¦ 2.3K Β· ⏱️ 28.09.2023): ``` pip install msgpack ``` @@ -156,30 +156,30 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge msgpack-python ```
-
orjson (πŸ₯ˆ36 Β· ⭐ 5K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2 +
orjson (πŸ₯ˆ36 Β· ⭐ 5.1K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2 -- [GitHub](https://github.com/ijl/orjson) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 180 Β· πŸ“¦ 63K Β· πŸ“‹ 350 - 0% open Β· ⏱️ 26.10.2023): +- [GitHub](https://github.com/ijl/orjson) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 180 Β· πŸ“¦ 64K Β· πŸ“‹ 350 - 0% open Β· ⏱️ 26.10.2023): ``` git clone https://github.com/ijl/orjson ``` -- [PyPi](https://pypi.org/project/orjson) (πŸ“₯ 15M / month Β· πŸ“¦ 1.1K Β· ⏱️ 26.10.2023): +- [PyPi](https://pypi.org/project/orjson) (πŸ“₯ 14M / month Β· πŸ“¦ 1.1K Β· ⏱️ 26.10.2023): ``` pip install orjson ``` -- [Conda](https://anaconda.org/conda-forge/orjson) (πŸ“₯ 990K Β· ⏱️ 29.10.2023): +- [Conda](https://anaconda.org/conda-forge/orjson) (πŸ“₯ 1M Β· ⏱️ 29.10.2023): ``` conda install -c conda-forge orjson ```
dill (πŸ₯ˆ36 Β· ⭐ 2K) - serialize all of Python. BSD-3 -- [GitHub](https://github.com/uqfoundation/dill) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 170 Β· πŸ“₯ 290K Β· πŸ“¦ 130K Β· πŸ“‹ 500 - 34% open Β· ⏱️ 04.11.2023): +- [GitHub](https://github.com/uqfoundation/dill) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 170 Β· πŸ“₯ 290K Β· πŸ“¦ 130K Β· πŸ“‹ 500 - 34% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/uqfoundation/dill ``` -- [PyPi](https://pypi.org/project/dill) (πŸ“₯ 39M / month Β· πŸ“¦ 3.9K Β· ⏱️ 22.07.2023): +- [PyPi](https://pypi.org/project/dill) (πŸ“₯ 40M / month Β· πŸ“¦ 3.9K Β· ⏱️ 22.07.2023): ``` pip install dill ``` @@ -195,7 +195,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` git clone https://github.com/ultrajson/ultrajson ``` -- [PyPi](https://pypi.org/project/ujson) (πŸ“₯ 9M / month Β· πŸ“¦ 4.5K Β· ⏱️ 11.06.2023): +- [PyPi](https://pypi.org/project/ujson) (πŸ“₯ 8.9M / month Β· πŸ“¦ 4.5K Β· ⏱️ 11.06.2023): ``` pip install ujson ``` @@ -206,7 +206,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
simplejson (πŸ₯ˆ35 Β· ⭐ 1.6K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT -- [GitHub](https://github.com/simplejson/simplejson) (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 330 Β· πŸ“₯ 6.4K Β· πŸ“¦ 110K Β· πŸ“‹ 200 - 10% open Β· ⏱️ 05.10.2023): +- [GitHub](https://github.com/simplejson/simplejson) (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 330 Β· πŸ“₯ 6.4K Β· πŸ“¦ 120K Β· πŸ“‹ 200 - 10% open Β· ⏱️ 05.10.2023): ``` git clone https://github.com/simplejson/simplejson @@ -222,12 +222,12 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
cloudpickle (πŸ₯ˆ35 Β· ⭐ 1.5K) - Extended pickling support for Python objects. BSD-3 -- [GitHub](https://github.com/cloudpipe/cloudpickle) (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 160 Β· πŸ“₯ 27 Β· πŸ“‹ 250 - 32% open Β· ⏱️ 17.10.2023): +- [GitHub](https://github.com/cloudpipe/cloudpickle) (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 160 Β· πŸ“₯ 27 Β· πŸ“‹ 250 - 33% open Β· ⏱️ 17.10.2023): ``` git clone https://github.com/cloudpipe/cloudpickle ``` -- [PyPi](https://pypi.org/project/cloudpickle) (πŸ“₯ 33M / month Β· πŸ“¦ 2.9K Β· ⏱️ 16.10.2023): +- [PyPi](https://pypi.org/project/cloudpickle) (πŸ“₯ 34M / month Β· πŸ“¦ 2.9K Β· ⏱️ 16.10.2023): ``` pip install cloudpickle ``` @@ -236,9 +236,9 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge cloudpickle ```
-
jsonpickle (πŸ₯ˆ35 Β· ⭐ 1.2K) - Python library for serializing any arbitrary object graph into.. BSD-3 +
jsonpickle (πŸ₯‰34 Β· ⭐ 1.2K) - Python library for serializing any arbitrary object graph into.. BSD-3 -- [GitHub](https://github.com/jsonpickle/jsonpickle) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 160 Β· πŸ“‹ 300 - 23% open Β· ⏱️ 20.08.2023): +- [GitHub](https://github.com/jsonpickle/jsonpickle) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 160 Β· πŸ“‹ 300 - 22% open Β· ⏱️ 12.11.2023): ``` git clone https://github.com/jsonpickle/jsonpickle @@ -259,7 +259,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` git clone https://github.com/explosion/srsly ``` -- [PyPi](https://pypi.org/project/srsly) (πŸ“₯ 5.5M / month Β· πŸ“¦ 300 Β· ⏱️ 22.09.2023): +- [PyPi](https://pypi.org/project/srsly) (πŸ“₯ 5.4M / month Β· πŸ“¦ 300 Β· ⏱️ 22.09.2023): ``` pip install srsly ``` @@ -270,7 +270,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
python-rapidjson (πŸ₯‰29 Β· ⭐ 490) - Python wrapper around rapidjson. MIT -- [GitHub](https://github.com/python-rapidjson/python-rapidjson) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 45 Β· πŸ“¦ 4.6K Β· πŸ“‹ 110 - 12% open Β· ⏱️ 29.10.2023): +- [GitHub](https://github.com/python-rapidjson/python-rapidjson) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 45 Β· πŸ“¦ 4.7K Β· πŸ“‹ 110 - 12% open Β· ⏱️ 29.10.2023): ``` git clone https://github.com/python-rapidjson/python-rapidjson @@ -291,11 +291,11 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` git clone https://github.com/TkTech/pysimdjson ``` -- [PyPi](https://pypi.org/project/pysimdjson) (πŸ“₯ 560K / month Β· πŸ“¦ 24 Β· ⏱️ 19.09.2022): +- [PyPi](https://pypi.org/project/pysimdjson) (πŸ“₯ 570K / month Β· πŸ“¦ 24 Β· ⏱️ 19.09.2022): ``` pip install pysimdjson ``` -- [Conda](https://anaconda.org/conda-forge/pysimdjson) (πŸ“₯ 79K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/pysimdjson) (πŸ“₯ 80K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge pysimdjson ``` @@ -316,14 +316,14 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge hickle ```
-
rtoml (πŸ₯‰21 Β· ⭐ 260 Β· πŸ’€) - A fast TOML library for python implemented in rust. MIT +
rtoml (πŸ₯‰20 Β· ⭐ 260 Β· πŸ’€) - A fast TOML library for python implemented in rust. MIT -- [GitHub](https://github.com/samuelcolvin/rtoml) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 27 Β· πŸ“¦ 300 Β· πŸ“‹ 20 - 50% open Β· ⏱️ 27.03.2023): +- [GitHub](https://github.com/samuelcolvin/rtoml) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 26 Β· πŸ“¦ 310 Β· πŸ“‹ 20 - 50% open Β· ⏱️ 27.03.2023): ``` git clone https://github.com/samuelcolvin/rtoml ``` -- [PyPi](https://pypi.org/project/rtoml) (πŸ“₯ 120K / month Β· πŸ“¦ 38 Β· ⏱️ 10.11.2022): +- [PyPi](https://pypi.org/project/rtoml) (πŸ“₯ 140K / month): ``` pip install rtoml ``` @@ -340,14 +340,14 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M _General-purpose data containers as well as utilities & extensions for pandas._ -
numpy (πŸ₯‡53 Β· ⭐ 25K) - The fundamental package for scientific computing with Python. BSD-3 +
numpy (πŸ₯‡54 Β· ⭐ 25K) - The fundamental package for scientific computing with Python. BSD-3 -- [GitHub](https://github.com/numpy/numpy) (πŸ‘¨β€πŸ’» 1.7K Β· πŸ”€ 8.5K Β· πŸ“₯ 870K Β· πŸ“¦ 1.9M Β· πŸ“‹ 12K - 17% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/numpy/numpy) (πŸ‘¨β€πŸ’» 1.7K Β· πŸ”€ 8.5K Β· πŸ“₯ 880K Β· πŸ“¦ 1.9M Β· πŸ“‹ 12K - 17% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/numpy/numpy ``` -- [PyPi](https://pypi.org/project/numpy) (πŸ“₯ 200M / month Β· πŸ“¦ 140K Β· ⏱️ 14.10.2023): +- [PyPi](https://pypi.org/project/numpy) (πŸ“₯ 200M / month Β· πŸ“¦ 140K Β· ⏱️ 12.11.2023): ``` pip install numpy ``` @@ -358,33 +358,33 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pandas (πŸ₯‡52 Β· ⭐ 40K) - Flexible and powerful data analysis / manipulation library for.. BSD-3 -- [GitHub](https://github.com/pandas-dev/pandas) (πŸ‘¨β€πŸ’» 3.5K Β· πŸ”€ 17K Β· πŸ“₯ 230K Β· πŸ“¦ 1.4M Β· πŸ“‹ 26K - 14% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/pandas-dev/pandas) (πŸ‘¨β€πŸ’» 3.5K Β· πŸ”€ 17K Β· πŸ“₯ 230K Β· πŸ“¦ 1.4M Β· πŸ“‹ 26K - 14% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/pandas-dev/pandas ``` -- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 150M / month Β· πŸ“¦ 74K Β· ⏱️ 20.09.2023): +- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 150M / month Β· πŸ“¦ 74K Β· ⏱️ 10.11.2023): ``` pip install pandas ``` -- [Conda](https://anaconda.org/conda-forge/pandas) (πŸ“₯ 46M Β· ⏱️ 28.10.2023): +- [Conda](https://anaconda.org/conda-forge/pandas) (πŸ“₯ 46M Β· ⏱️ 11.11.2023): ``` conda install -c conda-forge pandas ```
-
polars (πŸ₯‡41 Β· ⭐ 21K) - Dataframes powered by a multithreaded, vectorized query engine, written in.. MIT +
polars (πŸ₯‡41 Β· ⭐ 22K) - Dataframes powered by a multithreaded, vectorized query engine, written in.. MIT -- [GitHub](https://github.com/pola-rs/polars) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.2K Β· πŸ“₯ 47 Β· πŸ“¦ 4.7K Β· πŸ“‹ 5.5K - 20% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/pola-rs/polars) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.2K Β· πŸ“₯ 58 Β· πŸ“¦ 4.9K Β· πŸ“‹ 5.6K - 20% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/pola-rs/polars ``` -- [PyPi](https://pypi.org/project/polars) (πŸ“₯ 2.7M / month Β· πŸ“¦ 310 Β· ⏱️ 01.11.2023): +- [PyPi](https://pypi.org/project/polars) (πŸ“₯ 2.7M / month Β· πŸ“¦ 320 Β· ⏱️ 10.11.2023): ``` pip install polars ```
-
h5py (πŸ₯‡41 Β· ⭐ 1.9K) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 +
h5py (πŸ₯‡41 Β· ⭐ 2K) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 - [GitHub](https://github.com/h5py/h5py) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 530 Β· πŸ“₯ 2.9K Β· πŸ“¦ 240K Β· πŸ“‹ 1.5K - 17% open Β· ⏱️ 25.10.2023): @@ -402,12 +402,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
xarray (πŸ₯ˆ40 Β· ⭐ 3.2K) - N-D labeled arrays and datasets in Python. Apache-2 -- [GitHub](https://github.com/pydata/xarray) (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 970 Β· πŸ“¦ 22K Β· πŸ“‹ 4.1K - 28% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/pydata/xarray) (πŸ‘¨β€πŸ’» 460 Β· πŸ”€ 970 Β· πŸ“¦ 22K Β· πŸ“‹ 4.1K - 28% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/pydata/xarray ``` -- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 3.6M / month Β· πŸ“¦ 2K Β· ⏱️ 19.10.2023): +- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 3.5M / month Β· πŸ“¦ 2K Β· ⏱️ 19.10.2023): ``` pip install xarray ``` @@ -416,46 +416,46 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge xarray ```
-
Modin (πŸ₯ˆ37 Β· ⭐ 9.1K) - Modin: Scale your Pandas workflows by changing a single line of.. Apache-2 +
PyTables (πŸ₯ˆ38 Β· ⭐ 1.2K) - A Python package to manage extremely large amounts of data. BSD-3 -- [GitHub](https://github.com/modin-project/modin) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 620 Β· πŸ“₯ 200K Β· πŸ“¦ 1.2K Β· πŸ“‹ 4K - 20% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/PyTables/PyTables) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 260 Β· πŸ“₯ 180 Β· πŸ“¦ 50K Β· πŸ“‹ 700 - 22% open Β· ⏱️ 13.11.2023): ``` - git clone https://github.com/modin-project/modin + git clone https://github.com/PyTables/PyTables ``` -- [PyPi](https://pypi.org/project/modin) (πŸ“₯ 960K / month Β· πŸ“¦ 34 Β· ⏱️ 26.10.2023): +- [PyPi](https://pypi.org/project/tables) (πŸ“₯ 750K / month Β· πŸ“¦ 2.6K Β· ⏱️ 06.10.2023): ``` - pip install modin + pip install tables ``` -- [Conda](https://anaconda.org/conda-forge/modin-core) (πŸ“₯ 280K Β· ⏱️ 27.10.2023): +- [Conda](https://anaconda.org/conda-forge/pytables) (πŸ“₯ 6.7M Β· ⏱️ 07.10.2023): ``` - conda install -c conda-forge modin-core + conda install -c conda-forge pytables ```
-
PyTables (πŸ₯ˆ37 Β· ⭐ 1.2K) - A Python package to manage extremely large amounts of data. BSD-3 +
Modin (πŸ₯ˆ36 Β· ⭐ 9.1K) - Modin: Scale your Pandas workflows by changing a single line of.. Apache-2 -- [GitHub](https://github.com/PyTables/PyTables) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 260 Β· πŸ“₯ 180 Β· πŸ“¦ 50K Β· πŸ“‹ 700 - 22% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/modin-project/modin) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 620 Β· πŸ“₯ 200K Β· πŸ“¦ 1.2K Β· πŸ“‹ 3.9K - 18% open Β· ⏱️ 16.11.2023): ``` - git clone https://github.com/PyTables/PyTables + git clone https://github.com/modin-project/modin ``` -- [PyPi](https://pypi.org/project/tables) (πŸ“₯ 750K / month Β· πŸ“¦ 2.6K Β· ⏱️ 06.10.2023): +- [PyPi](https://pypi.org/project/modin) (πŸ“₯ 980K / month Β· πŸ“¦ 34 Β· ⏱️ 15.11.2023): ``` - pip install tables + pip install modin ``` -- [Conda](https://anaconda.org/conda-forge/pytables) (πŸ“₯ 6.7M Β· ⏱️ 07.10.2023): +- [Conda](https://anaconda.org/conda-forge/modin-core) (πŸ“₯ 280K Β· ⏱️ 27.10.2023): ``` - conda install -c conda-forge pytables + conda install -c conda-forge modin-core ```
-
docarray (πŸ₯ˆ34 Β· ⭐ 2.5K) - Represent, send, store and search multimodal data. Apache-2 +
docarray (πŸ₯ˆ34 Β· ⭐ 2.6K) - Represent, send, store and search multimodal data. Apache-2 -- [GitHub](https://github.com/docarray/docarray) (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 200 Β· πŸ“¦ 3.2K Β· πŸ“‹ 620 - 10% open Β· ⏱️ 24.10.2023): +- [GitHub](https://github.com/docarray/docarray) (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 200 Β· πŸ“¦ 3.2K Β· πŸ“‹ 630 - 10% open Β· ⏱️ 24.10.2023): ``` git clone https://github.com/jina-ai/docarray ``` -- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 110K / month Β· πŸ“¦ 29 Β· ⏱️ 24.10.2023): +- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 100K / month Β· πŸ“¦ 29 Β· ⏱️ 24.10.2023): ``` pip install docarray ``` @@ -471,7 +471,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pydata/numexpr ``` -- [PyPi](https://pypi.org/project/numexpr) (πŸ“₯ 5.4M / month Β· πŸ“¦ 3.2K Β· ⏱️ 26.09.2023): +- [PyPi](https://pypi.org/project/numexpr) (πŸ“₯ 5.3M / month Β· πŸ“¦ 3.2K Β· ⏱️ 26.09.2023): ``` pip install numexpr ``` @@ -482,12 +482,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
zarr (πŸ₯ˆ34 Β· ⭐ 1.2K) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT -- [GitHub](https://github.com/zarr-developers/zarr-python) (πŸ‘¨β€πŸ’» 94 Β· πŸ”€ 220 Β· πŸ“¦ 2.9K Β· πŸ“‹ 650 - 42% open Β· ⏱️ 03.11.2023): +- [GitHub](https://github.com/zarr-developers/zarr-python) (πŸ‘¨β€πŸ’» 94 Β· πŸ”€ 220 Β· πŸ“¦ 2.9K Β· πŸ“‹ 650 - 42% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/zarr-developers/zarr-python ``` -- [PyPi](https://pypi.org/project/zarr) (πŸ“₯ 440K / month Β· πŸ“¦ 440 Β· ⏱️ 18.08.2023): +- [PyPi](https://pypi.org/project/zarr) (πŸ“₯ 420K / month Β· πŸ“¦ 450 Β· ⏱️ 18.08.2023): ``` pip install zarr ``` @@ -519,7 +519,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/databricks/koalas ``` -- [PyPi](https://pypi.org/project/koalas) (πŸ“₯ 1.5M / month Β· πŸ“¦ 14 Β· ⏱️ 19.10.2021): +- [PyPi](https://pypi.org/project/koalas) (πŸ“₯ 1.4M / month Β· πŸ“¦ 14 Β· ⏱️ 19.10.2021): ``` pip install koalas ``` @@ -530,7 +530,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pandera (πŸ₯ˆ32 Β· ⭐ 2.7K) - A light-weight, flexible, and expressive statistical data testing.. MIT -- [GitHub](https://github.com/unionai-oss/pandera) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 220 Β· πŸ“¦ 1.1K Β· πŸ“‹ 690 - 39% open Β· ⏱️ 01.11.2023): +- [GitHub](https://github.com/unionai-oss/pandera) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 230 Β· πŸ“¦ 1.1K Β· πŸ“‹ 700 - 39% open Β· ⏱️ 11.11.2023): ``` git clone https://github.com/pandera-dev/pandera @@ -546,7 +546,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
datasketch (πŸ₯ˆ32 Β· ⭐ 2.2K) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT -- [GitHub](https://github.com/ekzhu/datasketch) (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 280 Β· πŸ“₯ 19 Β· πŸ“¦ 970 Β· πŸ“‹ 160 - 30% open Β· ⏱️ 02.10.2023): +- [GitHub](https://github.com/ekzhu/datasketch) (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 280 Β· πŸ“₯ 19 Β· πŸ“¦ 990 Β· πŸ“‹ 160 - 30% open Β· ⏱️ 02.10.2023): ``` git clone https://github.com/ekzhu/datasketch @@ -572,14 +572,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge bottleneck ```
-
Vaex (πŸ₯‰30 Β· ⭐ 8K) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization.. MIT +
Vaex (πŸ₯‰30 Β· ⭐ 8.1K) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization.. MIT -- [GitHub](https://github.com/vaexio/vaex) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 590 Β· πŸ“₯ 280 Β· πŸ“¦ 600 Β· πŸ“‹ 1.3K - 39% open Β· ⏱️ 21.07.2023): +- [GitHub](https://github.com/vaexio/vaex) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 590 Β· πŸ“₯ 280 Β· πŸ“¦ 610 Β· πŸ“‹ 1.3K - 39% open Β· ⏱️ 21.07.2023): ``` git clone https://github.com/vaexio/vaex ``` -- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 39K / month Β· πŸ“¦ 31 Β· ⏱️ 21.07.2023): +- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 38K / month Β· πŸ“¦ 31 Β· ⏱️ 21.07.2023): ``` pip install vaex ``` @@ -604,46 +604,46 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge datatable ```
-
swifter (πŸ₯‰27 Β· ⭐ 2.4K) - A package which efficiently applies any function to a pandas.. MIT +
StaticFrame (πŸ₯‰28 Β· ⭐ 360) - Immutable and statically-typeable DataFrames with runtime type and.. MIT -- [GitHub](https://github.com/jmcarpenter2/swifter) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 100 Β· πŸ“¦ 1.1K Β· πŸ“‹ 140 - 11% open Β· ⏱️ 31.07.2023): +- [GitHub](https://github.com/static-frame/static-frame) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 31 Β· πŸ“¦ 19 Β· πŸ“‹ 590 - 6% open Β· ⏱️ 14.11.2023): ``` - git clone https://github.com/jmcarpenter2/swifter + git clone https://github.com/InvestmentSystems/static-frame ``` -- [PyPi](https://pypi.org/project/swifter) (πŸ“₯ 370K / month Β· πŸ“¦ 41 Β· ⏱️ 31.07.2023): +- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 2.4K / month Β· πŸ“¦ 2 Β· ⏱️ 12.11.2023): ``` - pip install swifter + pip install static-frame ``` -- [Conda](https://anaconda.org/conda-forge/swifter) (πŸ“₯ 280K Β· ⏱️ 31.07.2023): +- [Conda](https://anaconda.org/conda-forge/static-frame) (πŸ“₯ 310K Β· ⏱️ 12.11.2023): ``` - conda install -c conda-forge swifter + conda install -c conda-forge static-frame ```
-
StaticFrame (πŸ₯‰27 Β· ⭐ 350) - Immutable and grow-only Pandas-like DataFrames with a more explicit.. MIT +
swifter (πŸ₯‰27 Β· ⭐ 2.4K) - A package which efficiently applies any function to a pandas.. MIT -- [GitHub](https://github.com/static-frame/static-frame) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 30 Β· πŸ“¦ 19 Β· πŸ“‹ 590 - 7% open Β· ⏱️ 22.09.2023): +- [GitHub](https://github.com/jmcarpenter2/swifter) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 100 Β· πŸ“¦ 1.1K Β· πŸ“‹ 140 - 11% open Β· ⏱️ 31.07.2023): ``` - git clone https://github.com/InvestmentSystems/static-frame + git clone https://github.com/jmcarpenter2/swifter ``` -- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 1.6K / month Β· πŸ“¦ 2 Β· ⏱️ 22.09.2023): +- [PyPi](https://pypi.org/project/swifter) (πŸ“₯ 380K / month Β· πŸ“¦ 41 Β· ⏱️ 31.07.2023): ``` - pip install static-frame + pip install swifter ``` -- [Conda](https://anaconda.org/conda-forge/static-frame) (πŸ“₯ 310K Β· ⏱️ 22.09.2023): +- [Conda](https://anaconda.org/conda-forge/swifter) (πŸ“₯ 280K Β· ⏱️ 31.07.2023): ``` - conda install -c conda-forge static-frame + conda install -c conda-forge swifter ```
PandaralΒ·lel (πŸ₯‰26 Β· ⭐ 3.3K) - A simple and efficient tool to parallelize Pandas.. BSD-3 jupyter -- [GitHub](https://github.com/nalepae/pandarallel) (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 190 Β· πŸ“‹ 200 - 37% open Β· ⏱️ 02.05.2023): +- [GitHub](https://github.com/nalepae/pandarallel) (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 190 Β· πŸ“‹ 200 - 38% open Β· ⏱️ 02.05.2023): ``` git clone https://github.com/nalepae/pandarallel ``` -- [PyPi](https://pypi.org/project/pandarallel) (πŸ“₯ 520K / month Β· πŸ“¦ 34 Β· ⏱️ 15.01.2023): +- [PyPi](https://pypi.org/project/pandarallel) (πŸ“₯ 490K / month Β· πŸ“¦ 34 Β· ⏱️ 15.01.2023): ``` pip install pandarallel ``` @@ -671,7 +671,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/patx/pickledb ``` -- [PyPi](https://pypi.org/project/pickledb) (πŸ“₯ 16K / month Β· πŸ“¦ 100 Β· ⏱️ 14.01.2019): +- [PyPi](https://pypi.org/project/pickledb) (πŸ“₯ 14K / month Β· πŸ“¦ 100 Β· ⏱️ 14.01.2019): ``` pip install pickledb ``` @@ -683,11 +683,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/xhochy/fletcher ``` -- [PyPi](https://pypi.org/project/fletcher) (πŸ“₯ 95 / month Β· πŸ“¦ 1 Β· ⏱️ 17.01.2021): +- [PyPi](https://pypi.org/project/fletcher) (πŸ“₯ 140 / month Β· πŸ“¦ 1 Β· ⏱️ 17.01.2021): ``` pip install fletcher ``` -- [Conda](https://anaconda.org/conda-forge/fletcher) (πŸ“₯ 64K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/fletcher) (πŸ“₯ 65K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge fletcher ``` @@ -699,7 +699,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/RaRe-Technologies/bounter ``` -- [PyPi](https://pypi.org/project/bounter) (πŸ“₯ 430 / month Β· πŸ“¦ 8 Β· ⏱️ 20.11.2022): +- [PyPi](https://pypi.org/project/bounter) (πŸ“₯ 440 / month Β· πŸ“¦ 8 Β· ⏱️ 20.11.2022): ``` pip install bounter ``` @@ -711,7 +711,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ - sklearn-pandas (πŸ₯‰28 Β· ⭐ 2.8K Β· πŸ’€) - Pandas integration with sklearn. ❗️Zlib sklearn - pandasql (πŸ₯‰27 Β· ⭐ 1.3K Β· πŸ’€) - sqldf for pandas. MIT - bcolz (πŸ₯‰26 Β· ⭐ 950 Β· πŸ’€) - A columnar data container that can be compressed. BSD-3 -- PandaPy (πŸ₯‰12 Β· ⭐ 540 Β· πŸ’€) - PandaPy has the speed of NumPy and the usability of Pandas 10x to.. MIT +- PandaPy (πŸ₯‰13 Β· ⭐ 540 Β· πŸ’€) - PandaPy has the speed of NumPy and the usability of Pandas 10x to.. MIT

@@ -746,14 +746,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install sortedcontainers ``` -- [Conda](https://anaconda.org/conda-forge/sortedcontainers) (πŸ“₯ 11M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/sortedcontainers) (πŸ“₯ 12M Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge sortedcontainers ```
anytree (πŸ₯ˆ34 Β· ⭐ 850) - Python tree data library. Apache-2 -- [GitHub](https://github.com/c0fec0de/anytree) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 120 Β· πŸ“¦ 18K Β· πŸ“‹ 180 - 11% open Β· ⏱️ 26.10.2023): +- [GitHub](https://github.com/c0fec0de/anytree) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 120 Β· πŸ“¦ 18K Β· πŸ“‹ 180 - 11% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/c0fec0de/anytree @@ -767,46 +767,46 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge anytree ```
-
multidict (πŸ₯ˆ31 Β· ⭐ 360) - The multidict implementation. Apache-2 +
glom (πŸ₯ˆ31 Β· ⭐ 1.7K) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3 -- [GitHub](https://github.com/aio-libs/multidict) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 84 Β· πŸ“₯ 4.5K Β· πŸ“‹ 140 - 15% open Β· ⏱️ 28.09.2023): +- [GitHub](https://github.com/mahmoud/glom) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 58 Β· πŸ“¦ 1.3K Β· πŸ“‹ 190 - 60% open Β· ⏱️ 10.11.2023): ``` - git clone https://github.com/aio-libs/multidict + git clone https://github.com/mahmoud/glom ``` -- [PyPi](https://pypi.org/project/multidict) (πŸ“₯ 76M / month Β· πŸ“¦ 3.3K Β· ⏱️ 24.12.2022): +- [PyPi](https://pypi.org/project/glom) (πŸ“₯ 1.4M / month Β· πŸ“¦ 120 Β· ⏱️ 08.11.2023): ``` - pip install multidict + pip install glom ``` -- [Conda](https://anaconda.org/conda-forge/multidict) (πŸ“₯ 11M Β· ⏱️ 07.10.2023): +- [Conda](https://anaconda.org/conda-forge/glom) (πŸ“₯ 28K Β· ⏱️ 08.11.2023): ``` - conda install -c conda-forge multidict + conda install -c conda-forge glom ```
-
glom (πŸ₯ˆ30 Β· ⭐ 1.7K Β· πŸ“ˆ) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3 +
multidict (πŸ₯ˆ31 Β· ⭐ 360) - The multidict implementation. Apache-2 -- [GitHub](https://github.com/mahmoud/glom) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 58 Β· πŸ“¦ 1.2K Β· πŸ“‹ 190 - 61% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/aio-libs/multidict) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 84 Β· πŸ“₯ 4.5K Β· πŸ“‹ 140 - 15% open Β· ⏱️ 28.09.2023): ``` - git clone https://github.com/mahmoud/glom + git clone https://github.com/aio-libs/multidict ``` -- [PyPi](https://pypi.org/project/glom) (πŸ“₯ 1.3M / month Β· πŸ“¦ 120 Β· ⏱️ 08.11.2023): +- [PyPi](https://pypi.org/project/multidict) (πŸ“₯ 77M / month Β· πŸ“¦ 3.3K Β· ⏱️ 24.12.2022): ``` - pip install glom + pip install multidict ``` -- [Conda](https://anaconda.org/conda-forge/glom) (πŸ“₯ 28K Β· ⏱️ 08.11.2023): +- [Conda](https://anaconda.org/conda-forge/multidict) (πŸ“₯ 11M Β· ⏱️ 07.10.2023): ``` - conda install -c conda-forge glom + conda install -c conda-forge multidict ```
bidict (πŸ₯ˆ30 Β· ⭐ 1.4K) - The bidirectional mapping library for Python. MPL-2.0 -- [GitHub](https://github.com/jab/bidict) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 60 Β· πŸ“¦ 19K Β· πŸ“‹ 59 - 8% open Β· ⏱️ 01.11.2023): +- [GitHub](https://github.com/jab/bidict) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 61 Β· πŸ“¦ 19K Β· πŸ“‹ 57 - 5% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/jab/bidict ``` -- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 1.6M / month Β· πŸ“¦ 510 Β· ⏱️ 02.01.2023): +- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 1.5M / month Β· πŸ“¦ 510 Β· ⏱️ 02.01.2023): ``` pip install bidict ``` @@ -822,39 +822,39 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/fabiocaccamo/python-benedict ``` -- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 740K / month Β· πŸ“¦ 34 Β· ⏱️ 08.11.2023): +- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 730K / month Β· πŸ“¦ 34 Β· ⏱️ 08.11.2023): ``` pip install python-benedict ``` -- [Conda](https://anaconda.org/conda-forge/python-benedict) (πŸ“₯ 140K Β· ⏱️ 09.11.2023): +- [Conda](https://anaconda.org/conda-forge/python-benedict) (πŸ“₯ 150K Β· ⏱️ 09.11.2023): ``` conda install -c conda-forge python-benedict ```
sqlitedict (πŸ₯‰28 Β· ⭐ 1.1K Β· πŸ’€) - Persistent dict, backed by sqlite3 and pickle, multithread-.. Apache-2 -- [GitHub](https://github.com/piskvorky/sqlitedict) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 130 Β· πŸ“¦ 3.9K Β· πŸ“‹ 100 - 33% open Β· ⏱️ 03.12.2022): +- [GitHub](https://github.com/piskvorky/sqlitedict) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 130 Β· πŸ“¦ 4K Β· πŸ“‹ 100 - 33% open Β· ⏱️ 03.12.2022): ``` git clone https://github.com/RaRe-Technologies/sqlitedict ``` -- [PyPi](https://pypi.org/project/sqlitedict) (πŸ“₯ 390K / month Β· πŸ“¦ 230 Β· ⏱️ 03.12.2022): +- [PyPi](https://pypi.org/project/sqlitedict) (πŸ“₯ 410K / month Β· πŸ“¦ 230 Β· ⏱️ 03.12.2022): ``` pip install sqlitedict ``` -- [Conda](https://anaconda.org/conda-forge/sqlitedict) (πŸ“₯ 94K Β· ⏱️ 22.09.2023): +- [Conda](https://anaconda.org/conda-forge/sqlitedict) (πŸ“₯ 95K Β· ⏱️ 22.09.2023): ``` conda install -c conda-forge sqlitedict ```
munch (πŸ₯‰28 Β· ⭐ 720) - A Munch is a Python dictionary that provides attribute-style access (a la.. MIT -- [GitHub](https://github.com/Infinidat/munch) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 82 Β· πŸ“‹ 45 - 13% open Β· ⏱️ 01.07.2023): +- [GitHub](https://github.com/Infinidat/munch) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 82 Β· πŸ“‹ 46 - 15% open Β· ⏱️ 01.07.2023): ``` git clone https://github.com/Infinidat/munch ``` -- [PyPi](https://pypi.org/project/munch) (πŸ“₯ 1.9M / month Β· πŸ“¦ 860 Β· ⏱️ 01.07.2023): +- [PyPi](https://pypi.org/project/munch) (πŸ“₯ 1.8M / month Β· πŸ“¦ 860 Β· ⏱️ 01.07.2023): ``` pip install munch ``` @@ -870,7 +870,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/MagicStack/immutables ``` -- [PyPi](https://pypi.org/project/immutables) (πŸ“₯ 740K / month Β· πŸ“¦ 120 Β· ⏱️ 14.08.2023): +- [PyPi](https://pypi.org/project/immutables) (πŸ“₯ 710K / month Β· πŸ“¦ 120 Β· ⏱️ 14.08.2023): ``` pip install immutables ``` @@ -881,12 +881,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
janus (πŸ₯‰26 Β· ⭐ 740) - Thread-safe asyncio-aware queue for Python. Apache-2 -- [GitHub](https://github.com/aio-libs/janus) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 44 Β· πŸ“‹ 41 - 19% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/aio-libs/janus) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 44 Β· πŸ“‹ 41 - 19% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/aio-libs/janus ``` -- [PyPi](https://pypi.org/project/janus) (πŸ“₯ 390K / month Β· πŸ“¦ 120 Β· ⏱️ 17.12.2021): +- [PyPi](https://pypi.org/project/janus) (πŸ“₯ 400K / month Β· πŸ“¦ 120 Β· ⏱️ 17.12.2021): ``` pip install janus ``` @@ -895,7 +895,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge janus ```
-
python-box (πŸ₯‰25 Β· ⭐ 2.3K Β· πŸ“ˆ) - Python dictionaries with advanced dot notation access. MIT +
python-box (πŸ₯‰25 Β· ⭐ 2.3K) - 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 - 11% open Β· ⏱️ 26.08.2023): @@ -925,23 +925,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pydantic (πŸ₯‡45 Β· ⭐ 16K) - Data validation using Python type hints. MIT -- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 1.4K Β· πŸ“¦ 280K Β· πŸ“‹ 3.3K - 10% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 1.5K Β· πŸ“¦ 290K Β· πŸ“‹ 3.4K - 10% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/samuelcolvin/pydantic ``` -- [PyPi](https://pypi.org/project/pydantic) (πŸ“₯ 130M / month Β· πŸ“¦ 8.5K Β· ⏱️ 28.09.2023): +- [PyPi](https://pypi.org/project/pydantic) (πŸ“₯ 130M / month Β· πŸ“¦ 9.3K Β· ⏱️ 15.11.2023): ``` pip install pydantic ``` -- [Conda](https://anaconda.org/conda-forge/pydantic) (πŸ“₯ 6.5M Β· ⏱️ 20.10.2023): +- [Conda](https://anaconda.org/conda-forge/pydantic) (πŸ“₯ 6.6M Β· ⏱️ 14.11.2023): ``` conda install -c conda-forge pydantic ```
jsonschema (πŸ₯‡41 Β· ⭐ 4.3K) - An implementation of the JSON Schema specification for Python. MIT -- [GitHub](https://github.com/python-jsonschema/jsonschema) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 570 Β· πŸ“₯ 100 Β· πŸ“¦ 470K Β· πŸ“‹ 790 - 3% open Β· ⏱️ 06.11.2023): +- [GitHub](https://github.com/python-jsonschema/jsonschema) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 570 Β· πŸ“₯ 110 Β· πŸ“¦ 480K Β· πŸ“‹ 790 - 3% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/Julian/jsonschema @@ -962,7 +962,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pyeve/cerberus ``` -- [PyPi](https://pypi.org/project/cerberus) (πŸ“₯ 5.8M / month Β· πŸ“¦ 1.1K Β· ⏱️ 09.08.2023): +- [PyPi](https://pypi.org/project/cerberus) (πŸ“₯ 5.9M / month Β· πŸ“¦ 1.1K Β· ⏱️ 09.08.2023): ``` pip install cerberus ``` @@ -971,9 +971,25 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge cerberus ```
+
voluptuous (πŸ₯ˆ33 Β· ⭐ 1.8K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3 + +- [GitHub](https://github.com/alecthomas/voluptuous) (πŸ‘¨β€πŸ’» 93 Β· πŸ”€ 210 Β· πŸ“¦ 14K Β· πŸ“‹ 250 - 16% open Β· ⏱️ 14.11.2023): + + ``` + git clone https://github.com/alecthomas/voluptuous + ``` +- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 2.9M / month Β· πŸ“¦ 1.4K Β· ⏱️ 07.04.2022): + ``` + pip install voluptuous + ``` +- [Conda](https://anaconda.org/conda-forge/voluptuous) (πŸ“₯ 330K Β· ⏱️ 12.11.2023): + ``` + conda install -c conda-forge voluptuous + ``` +
validators (πŸ₯ˆ33 Β· ⭐ 840) - Python Data Validation for Humans. MIT -- [GitHub](https://github.com/python-validators/validators) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 140 Β· πŸ“₯ 11 Β· πŸ“¦ 90K Β· πŸ“‹ 160 - 11% open Β· ⏱️ 07.11.2023): +- [GitHub](https://github.com/python-validators/validators) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 140 Β· πŸ“₯ 11 Β· πŸ“¦ 91K Β· πŸ“‹ 160 - 11% open Β· ⏱️ 07.11.2023): ``` git clone https://github.com/kvesteri/validators @@ -982,19 +998,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install validators ``` -- [Conda](https://anaconda.org/conda-forge/validators) (πŸ“₯ 530K Β· ⏱️ 02.09.2023): +- [Conda](https://anaconda.org/conda-forge/validators) (πŸ“₯ 540K Β· ⏱️ 02.09.2023): ``` conda install -c conda-forge validators ```
schema (πŸ₯ˆ32 Β· ⭐ 2.8K) - Schema validation just got Pythonic. MIT -- [GitHub](https://github.com/keleshev/schema) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 200 Β· πŸ“¦ 7.5K Β· πŸ“‹ 170 - 56% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/keleshev/schema) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 200 Β· πŸ“¦ 7.6K Β· πŸ“‹ 170 - 56% open Β· ⏱️ 08.11.2023): ``` git clone https://github.com/keleshev/schema ``` -- [PyPi](https://pypi.org/project/schema) (πŸ“₯ 7.3M / month Β· πŸ“¦ 920 Β· ⏱️ 01.12.2021): +- [PyPi](https://pypi.org/project/schema) (πŸ“₯ 7.6M / month Β· πŸ“¦ 920 Β· ⏱️ 01.12.2021): ``` pip install schema ``` @@ -1005,12 +1021,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
param (πŸ₯ˆ32 Β· ⭐ 360) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3 -- [GitHub](https://github.com/holoviz/param) (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 62 Β· πŸ“¦ 8.6K Β· πŸ“‹ 420 - 31% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/holoviz/param) (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 63 Β· πŸ“¦ 8.7K Β· πŸ“‹ 420 - 32% open Β· ⏱️ 08.11.2023): ``` git clone https://github.com/holoviz/param ``` -- [PyPi](https://pypi.org/project/param) (πŸ“₯ 620K / month): +- [PyPi](https://pypi.org/project/param) (πŸ“₯ 660K / month Β· πŸ“¦ 150 Β· ⏱️ 08.11.2023): ``` pip install param ``` @@ -1019,25 +1035,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge param ```
-
voluptuous (πŸ₯‰31 Β· ⭐ 1.8K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3 - -- [GitHub](https://github.com/alecthomas/voluptuous) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 210 Β· πŸ“¦ 14K Β· πŸ“‹ 240 - 17% open Β· ⏱️ 04.07.2023): - - ``` - git clone https://github.com/alecthomas/voluptuous - ``` -- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 2.7M / month Β· πŸ“¦ 1.4K Β· ⏱️ 07.04.2022): - ``` - pip install voluptuous - ``` -- [Conda](https://anaconda.org/conda-forge/voluptuous) (πŸ“₯ 330K Β· ⏱️ 16.06.2023): - ``` - conda install -c conda-forge voluptuous - ``` -
-
strictyaml (πŸ₯‰27 Β· ⭐ 1.3K) - Type-safe YAML parser and validator. MIT +
strictyaml (πŸ₯‰27 Β· ⭐ 1.4K) - Type-safe YAML parser and validator. MIT -- [GitHub](https://github.com/crdoconnor/strictyaml) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 58 Β· πŸ“¦ 2K Β· πŸ“‹ 160 - 53% open Β· ⏱️ 25.05.2023): +- [GitHub](https://github.com/crdoconnor/strictyaml) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 58 Β· πŸ“¦ 2K Β· πŸ“‹ 160 - 54% open Β· ⏱️ 25.05.2023): ``` git clone https://github.com/crdoconnor/strictyaml @@ -1051,18 +1051,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge strictyaml ```
-
dirty-equals (πŸ₯‰22 Β· ⭐ 720) - Doing dirty (but extremely useful) things with equals. MIT +
dirty-equals (πŸ₯‰24 Β· ⭐ 730) - Doing dirty (but extremely useful) things with equals. MIT -- [GitHub](https://github.com/samuelcolvin/dirty-equals) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 33 Β· πŸ“¦ 210 Β· πŸ“‹ 30 - 50% open Β· ⏱️ 15.09.2023): +- [GitHub](https://github.com/samuelcolvin/dirty-equals) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 34 Β· πŸ“¦ 210 Β· πŸ“‹ 33 - 42% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/samuelcolvin/dirty-equals ``` -- [PyPi](https://pypi.org/project/dirty-equals) (πŸ“₯ 53K / month Β· πŸ“¦ 11 Β· ⏱️ 28.04.2023): +- [PyPi](https://pypi.org/project/dirty-equals) (πŸ“₯ 61K / month Β· πŸ“¦ 27 Β· ⏱️ 15.11.2023): ``` pip install dirty-equals ``` -- [Conda](https://anaconda.org/conda-forge/dirty-equals) (πŸ“₯ 39K Β· ⏱️ 18.06.2023): +- [Conda](https://anaconda.org/conda-forge/dirty-equals) (πŸ“₯ 39K Β· ⏱️ 15.11.2023): ``` conda install -c conda-forge dirty-equals ``` @@ -1074,7 +1074,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/podio/valideer ``` -- [PyPi](https://pypi.org/project/valideer) (πŸ“₯ 9.8K / month Β· πŸ“¦ 17 Β· ⏱️ 20.12.2015): +- [PyPi](https://pypi.org/project/valideer) (πŸ“₯ 10K / month Β· πŸ“¦ 17 Β· ⏱️ 20.12.2015): ``` pip install valideer ``` @@ -1085,12 +1085,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
typical (πŸ₯‰19 Β· ⭐ 180 Β· πŸ’€) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT -- [GitHub](https://github.com/seandstewart/typical) (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 9 Β· πŸ“¦ 74 Β· πŸ“‹ 99 - 16% open Β· ⏱️ 26.04.2023): +- [GitHub](https://github.com/seandstewart/typical) (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 9 Β· πŸ“¦ 75 Β· πŸ“‹ 100 - 17% open Β· ⏱️ 26.04.2023): ``` git clone https://github.com/seandstewart/typical ``` -- [PyPi](https://pypi.org/project/typical) (πŸ“₯ 1.4K / month): +- [PyPi](https://pypi.org/project/typical) (πŸ“₯ 1.4K / month Β· πŸ“¦ 4 Β· ⏱️ 20.07.2019): ``` pip install typical ``` @@ -1102,7 +1102,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 4 hidden projects... - schematics (πŸ₯‰30 Β· ⭐ 2.6K Β· πŸ’€) - Python Data Structures for Humans. BSD-3 -- python-email-validator (πŸ₯‰29 Β· ⭐ 880) - A robust email syntax and deliverability validation.. ❗️CC0-1.0 +- python-email-validator (πŸ₯‰29 Β· ⭐ 890) - A robust email syntax and deliverability validation.. ❗️CC0-1.0 - validr (πŸ₯‰18 Β· ⭐ 210 Β· πŸ’€) - A simple, fast, extensible python library for data validation. MIT - dataklasses (πŸ₯‰7 Β· ⭐ 770 Β· πŸ’€) - A different spin on dataclasses. ❗Unlicensed
@@ -1121,7 +1121,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pytransitions/transitions ``` -- [PyPi](https://pypi.org/project/transitions) (πŸ“₯ 480K / month Β· πŸ“¦ 270 Β· ⏱️ 24.02.2022): +- [PyPi](https://pypi.org/project/transitions) (πŸ“₯ 490K / month Β· πŸ“¦ 270 Β· ⏱️ 24.02.2022): ``` pip install transitions ``` @@ -1132,12 +1132,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
algorithms (πŸ₯‰29 Β· ⭐ 23K Β· πŸ’€) - Minimal examples of data structures and algorithms in Python. MIT -- [GitHub](https://github.com/keon/algorithms) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 4.5K Β· πŸ“¦ 94 Β· πŸ“‹ 300 - 66% open Β· ⏱️ 04.04.2023): +- [GitHub](https://github.com/keon/algorithms) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 4.5K Β· πŸ“¦ 95 Β· πŸ“‹ 300 - 66% open Β· ⏱️ 04.04.2023): ``` git clone https://github.com/keon/algorithms ``` -- [PyPi](https://pypi.org/project/algorithms) (πŸ“₯ 6.3K / month Β· πŸ“¦ 16 Β· ⏱️ 04.10.2020): +- [PyPi](https://pypi.org/project/algorithms) (πŸ“₯ 5.2K / month Β· πŸ“¦ 16 Β· ⏱️ 04.10.2020): ``` pip install algorithms ``` @@ -1158,12 +1158,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
arrow (πŸ₯‡39 Β· ⭐ 8.4K) - Better dates & times for Python. Apache-2 -- [GitHub](https://github.com/arrow-py/arrow) (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 670 Β· πŸ“¦ 76K Β· πŸ“‹ 500 - 19% open Β· ⏱️ 30.09.2023): +- [GitHub](https://github.com/arrow-py/arrow) (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 670 Β· πŸ“¦ 77K Β· πŸ“‹ 500 - 19% open Β· ⏱️ 30.09.2023): ``` git clone https://github.com/arrow-py/arrow ``` -- [PyPi](https://pypi.org/project/arrow) (πŸ“₯ 20M / month Β· πŸ“¦ 4.8K Β· ⏱️ 30.09.2023): +- [PyPi](https://pypi.org/project/arrow) (πŸ“₯ 21M / month Β· πŸ“¦ 4.8K Β· ⏱️ 30.09.2023): ``` pip install arrow ``` @@ -1174,7 +1174,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
python-dateutil (πŸ₯‡39 Β· ⭐ 2.2K) - Useful extensions to the standard Python datetime features. Apache-2 -- [GitHub](https://github.com/dateutil/dateutil) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 440 Β· πŸ“₯ 35K Β· πŸ“¦ 1.2M Β· πŸ“‹ 740 - 45% open Β· ⏱️ 06.06.2023): +- [GitHub](https://github.com/dateutil/dateutil) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 440 Β· πŸ“₯ 35K Β· πŸ“¦ 1.2M Β· πŸ“‹ 740 - 45% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/dateutil/dateutil @@ -1190,7 +1190,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
holidays (πŸ₯ˆ36 Β· ⭐ 1.2K) - Generate and work with holidays in Python. MIT -- [GitHub](https://github.com/vacanza/python-holidays) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 450 Β· πŸ“₯ 190 Β· πŸ“¦ 13K Β· πŸ“‹ 470 - 20% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/vacanza/python-holidays) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 450 Β· πŸ“₯ 190 Β· πŸ“¦ 14K Β· πŸ“‹ 470 - 19% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/dr-prodigy/python-holidays @@ -1204,36 +1204,36 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge holidays ```
-
pendulum (πŸ₯ˆ35 Β· ⭐ 5.8K) - Python datetimes made easy. MIT +
dateparser (πŸ₯ˆ35 Β· ⭐ 2.4K) - python parser for human readable dates. BSD-3 -- [GitHub](https://github.com/sdispater/pendulum) (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 360 Β· πŸ“₯ 260 Β· πŸ“¦ 23K Β· πŸ“‹ 520 - 44% open Β· ⏱️ 24.10.2023): +- [GitHub](https://github.com/scrapinghub/dateparser) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 440 Β· πŸ“¦ 25K Β· πŸ“‹ 670 - 44% open Β· ⏱️ 15.11.2023): ``` - git clone https://github.com/sdispater/pendulum + git clone https://github.com/scrapinghub/dateparser ``` -- [PyPi](https://pypi.org/project/pendulum) (πŸ“₯ 16M / month Β· πŸ“¦ 1.2K Β· ⏱️ 30.09.2023): +- [PyPi](https://pypi.org/project/dateparser) (πŸ“₯ 4M / month Β· πŸ“¦ 1.3K Β· ⏱️ 23.03.2023): ``` - pip install pendulum + pip install dateparser ``` -- [Conda](https://anaconda.org/conda-forge/pendulum) (πŸ“₯ 870K Β· ⏱️ 22.09.2023): +- [Conda](https://anaconda.org/conda-forge/dateparser) (πŸ“₯ 180K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge pendulum + conda install -c conda-forge dateparser ```
-
dateparser (πŸ₯‰34 Β· ⭐ 2.4K) - python parser for human readable dates. BSD-3 +
pendulum (πŸ₯‰34 Β· ⭐ 5.8K) - Python datetimes made easy. MIT -- [GitHub](https://github.com/scrapinghub/dateparser) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 440 Β· πŸ“¦ 25K Β· πŸ“‹ 670 - 44% open Β· ⏱️ 17.10.2023): +- [GitHub](https://github.com/sdispater/pendulum) (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 360 Β· πŸ“₯ 260 Β· πŸ“¦ 23K Β· πŸ“‹ 520 - 44% open Β· ⏱️ 24.10.2023): ``` - git clone https://github.com/scrapinghub/dateparser + git clone https://github.com/sdispater/pendulum ``` -- [PyPi](https://pypi.org/project/dateparser) (πŸ“₯ 4M / month Β· πŸ“¦ 1.3K Β· ⏱️ 23.03.2023): +- [PyPi](https://pypi.org/project/pendulum) (πŸ“₯ 16M / month Β· πŸ“¦ 1.2K Β· ⏱️ 30.09.2023): ``` - pip install dateparser + pip install pendulum ``` -- [Conda](https://anaconda.org/conda-forge/dateparser) (πŸ“₯ 180K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/pendulum) (πŸ“₯ 870K Β· ⏱️ 22.09.2023): ``` - conda install -c conda-forge dateparser + conda install -c conda-forge pendulum ```
pytz (πŸ₯‰34 Β· ⭐ 290) - pytz Python historical timezone library and database. MIT @@ -1259,7 +1259,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/regebro/tzlocal ``` -- [PyPi](https://pypi.org/project/tzlocal) (πŸ“₯ 48M / month Β· πŸ“¦ 3.8K Β· ⏱️ 22.10.2023): +- [PyPi](https://pypi.org/project/tzlocal) (πŸ“₯ 45M / month Β· πŸ“¦ 3.8K Β· ⏱️ 22.10.2023): ``` pip install tzlocal ``` @@ -1279,46 +1279,46 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
filesystem_spec (πŸ₯‡38 Β· ⭐ 680) - A specification that python filesystems should adhere to. BSD-3 +
watchdog (πŸ₯‡37 Β· ⭐ 6K) - Python library and shell utilities to monitor filesystem events. Apache-2 -- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 280 Β· πŸ“¦ 72K Β· πŸ“‹ 600 - 34% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/gorakhargosh/watchdog) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 680 Β· πŸ“¦ 120K Β· πŸ“‹ 630 - 27% open Β· ⏱️ 10.10.2023): ``` - git clone https://github.com/fsspec/filesystem_spec + git clone https://github.com/gorakhargosh/watchdog ``` -- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 150M / month Β· πŸ“¦ 760 Β· ⏱️ 21.10.2023): +- [PyPi](https://pypi.org/project/watchdog) (πŸ“₯ 14M / month Β· πŸ“¦ 8.1K Β· ⏱️ 20.03.2023): ``` - pip install fsspec + pip install watchdog ``` -- [Conda](https://anaconda.org/conda-forge/fsspec) (πŸ“₯ 15M Β· ⏱️ 21.10.2023): +- [Conda](https://anaconda.org/conda-forge/watchdog) (πŸ“₯ 2.6M Β· ⏱️ 22.09.2023): ``` - conda install -c conda-forge fsspec + conda install -c conda-forge watchdog ```
-
watchdog (πŸ₯ˆ37 Β· ⭐ 6K) - Python library and shell utilities to monitor filesystem events. Apache-2 +
filesystem_spec (πŸ₯ˆ36 Β· ⭐ 690 Β· πŸ“‰) - A specification that python filesystems should adhere to. BSD-3 -- [GitHub](https://github.com/gorakhargosh/watchdog) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 680 Β· πŸ“¦ 110K Β· πŸ“‹ 630 - 27% open Β· ⏱️ 10.10.2023): +- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 280 Β· πŸ“¦ 73K Β· πŸ“‹ 600 - 33% open Β· ⏱️ 15.11.2023): ``` - git clone https://github.com/gorakhargosh/watchdog + git clone https://github.com/fsspec/filesystem_spec ``` -- [PyPi](https://pypi.org/project/watchdog) (πŸ“₯ 13M / month Β· πŸ“¦ 8.1K Β· ⏱️ 20.03.2023): +- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 150M / month): ``` - pip install watchdog + pip install fsspec ``` -- [Conda](https://anaconda.org/conda-forge/watchdog) (πŸ“₯ 2.6M Β· ⏱️ 22.09.2023): +- [Conda](https://anaconda.org/conda-forge/fsspec) (πŸ“₯ 15M Β· ⏱️ 21.10.2023): ``` - conda install -c conda-forge watchdog + conda install -c conda-forge fsspec ```
filelock (πŸ₯ˆ35 Β· ⭐ 600) - A platform-independent file lock for Python. Unlicense -- [GitHub](https://github.com/tox-dev/filelock) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 90 Β· πŸ“¦ 350K Β· πŸ“‹ 100 - 9% open Β· ⏱️ 06.11.2023): +- [GitHub](https://github.com/tox-dev/filelock) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 88 Β· πŸ“¦ 350K Β· πŸ“‹ 100 - 10% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/tox-dev/py-filelock ``` -- [PyPi](https://pypi.org/project/filelock) (πŸ“₯ 110M / month Β· πŸ“¦ 2.8K Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/filelock) (πŸ“₯ 110M / month): ``` pip install filelock ``` @@ -1327,36 +1327,36 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge filelock ```
-
appdirs (πŸ₯ˆ31 Β· ⭐ 1K Β· πŸ’€) - A small Python module for determining appropriate platform-specific.. MIT +
aiofiles (πŸ₯ˆ33 Β· ⭐ 2.4K) - File support for asyncio. Apache-2 -- [GitHub](https://github.com/ActiveState/appdirs) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 97 Β· πŸ“¦ 260K Β· πŸ“‹ 110 - 45% open Β· ⏱️ 10.02.2023): +- [GitHub](https://github.com/Tinche/aiofiles) (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 140 Β· πŸ“¦ 120K Β· πŸ“‹ 110 - 43% open Β· ⏱️ 10.11.2023): ``` - git clone https://github.com/ActiveState/appdirs + git clone https://github.com/Tinche/aiofiles ``` -- [PyPi](https://pypi.org/project/appdirs) (πŸ“₯ 19M / month Β· πŸ“¦ 15K Β· ⏱️ 11.05.2020): +- [PyPi](https://pypi.org/project/aiofiles) (πŸ“₯ 11M / month Β· πŸ“¦ 2.1K Β· ⏱️ 09.08.2023): ``` - pip install appdirs + pip install aiofiles ``` -- [Conda](https://anaconda.org/conda-forge/appdirs) (πŸ“₯ 9.8M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/aiofiles) (πŸ“₯ 920K Β· ⏱️ 02.11.2023): ``` - conda install -c conda-forge appdirs + conda install -c conda-forge aiofiles ```
-
aiofiles (πŸ₯‰30 Β· ⭐ 2.4K Β· πŸ“‰) - File support for asyncio. Apache-2 +
appdirs (πŸ₯‰31 Β· ⭐ 1K Β· πŸ’€) - A small Python module for determining appropriate platform-specific.. MIT -- [GitHub](https://github.com/Tinche/aiofiles) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 140 Β· πŸ“‹ 110 - 43% open Β· ⏱️ 17.08.2023): +- [GitHub](https://github.com/ActiveState/appdirs) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 97 Β· πŸ“¦ 260K Β· πŸ“‹ 110 - 45% open Β· ⏱️ 10.02.2023): ``` - git clone https://github.com/Tinche/aiofiles + git clone https://github.com/ActiveState/appdirs ``` -- [PyPi](https://pypi.org/project/aiofiles) (πŸ“₯ 13M / month Β· πŸ“¦ 2.1K Β· ⏱️ 09.08.2023): +- [PyPi](https://pypi.org/project/appdirs) (πŸ“₯ 19M / month Β· πŸ“¦ 15K Β· ⏱️ 11.05.2020): ``` - pip install aiofiles + pip install appdirs ``` -- [Conda](https://anaconda.org/conda-forge/aiofiles) (πŸ“₯ 910K Β· ⏱️ 02.11.2023): +- [Conda](https://anaconda.org/conda-forge/appdirs) (πŸ“₯ 9.8M Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge aiofiles + conda install -c conda-forge appdirs ```
scandir (πŸ₯‰30 Β· ⭐ 520) - Better directory iterator and faster os.walk(), now in the Python 3.5.. BSD-3 @@ -1366,7 +1366,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/benhoyt/scandir ``` -- [PyPi](https://pypi.org/project/scandir) (πŸ“₯ 3.7M / month Β· πŸ“¦ 2.2K Β· ⏱️ 09.03.2019): +- [PyPi](https://pypi.org/project/scandir) (πŸ“₯ 3.9M / month Β· πŸ“¦ 2.2K Β· ⏱️ 09.03.2019): ``` pip install scandir ``` @@ -1393,8 +1393,8 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 3 hidden projects... -- pyfilesystem2 (πŸ₯ˆ31 Β· ⭐ 1.9K Β· πŸ’€) - Pythons Filesystem abstraction layer. MIT -- zipp (πŸ₯ˆ31 Β· ⭐ 42) - Backport of pathlib-compatible object wrapper for zip files. MIT +- pyfilesystem2 (πŸ₯‰31 Β· ⭐ 1.9K Β· πŸ’€) - Pythons Filesystem abstraction layer. MIT +- zipp (πŸ₯‰31 Β· ⭐ 42) - Backport of pathlib-compatible object wrapper for zip files. MIT - Unipath (πŸ₯‰22 Β· ⭐ 520 Β· πŸ’€) - An object-oriented approach to Python file/directory operations. MIT

@@ -1430,18 +1430,33 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install six ``` -- [Conda](https://anaconda.org/conda-forge/six) (πŸ“₯ 49M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/six) (πŸ“₯ 50M Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge six ```
-
Show 5 hidden projects... +
typing (πŸ₯ˆ32 Β· ⭐ 1.5K Β· πŸ“ˆ) - Python static typing home. Hosts the documentation and a user.. Python-2.0 + +- [GitHub](https://github.com/python/typing) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 220 Β· πŸ“‹ 740 - 17% open Β· ⏱️ 04.10.2023): + + ``` + git clone https://github.com/python/typing + ``` +- [PyPi](https://pypi.org/project/typing) (πŸ“₯ 8.4M / month Β· πŸ“¦ 6K Β· ⏱️ 01.05.2021): + ``` + pip install typing + ``` +- [Conda](https://anaconda.org/conda-forge/typing) (πŸ“₯ 2.9M Β· ⏱️ 16.06.2023): + ``` + conda install -c conda-forge typing + ``` +
+
Show 4 hidden projects... -- pathlib2 (πŸ₯ˆ28 Β· ⭐ 75) - Backport of pathlib aiming to support the full stdlib Python API. MIT +- pathlib2 (πŸ₯‰28 Β· ⭐ 75) - Backport of pathlib aiming to support the full stdlib Python API. MIT - dataclasses (πŸ₯‰27 Β· ⭐ 570 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 - contextlib2 (πŸ₯‰25 Β· ⭐ 36 Β· πŸ’€) - contextlib2 is a backport of the standard librarys contextlib.. ❗️psfrag -- typing (πŸ₯‰23 Β· ⭐ 1.5K Β· πŸ“‰) - Python static typing home. Hosts the documentation and a user.. ❗Unlicensed

@@ -1451,7 +1466,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
cryptography (πŸ₯‡47 Β· ⭐ 5.9K) - cryptography is a package designed to expose cryptographic.. Apache-2 -- [GitHub](https://github.com/pyca/cryptography) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.7K Β· πŸ“¦ 570K Β· πŸ“‹ 2.3K - 1% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/pyca/cryptography) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.7K Β· πŸ“¦ 580K Β· πŸ“‹ 2.3K - 1% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/pyca/cryptography @@ -1460,19 +1475,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install cryptography ``` -- [Conda](https://anaconda.org/conda-forge/cryptography) (πŸ“₯ 44M Β· ⏱️ 25.10.2023): +- [Conda](https://anaconda.org/conda-forge/cryptography) (πŸ“₯ 45M Β· ⏱️ 15.11.2023): ``` conda install -c conda-forge cryptography ```
pycryptodomex (πŸ₯ˆ38 Β· ⭐ 2.5K) - A self-contained cryptographic library for Python. BSD-3 -- [GitHub](https://github.com/Legrandin/pycryptodome) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 450 Β· πŸ“₯ 190 Β· πŸ“¦ 81K Β· πŸ“‹ 570 - 11% open Β· ⏱️ 28.10.2023): +- [GitHub](https://github.com/Legrandin/pycryptodome) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 450 Β· πŸ“₯ 200 Β· πŸ“¦ 81K Β· πŸ“‹ 570 - 11% open Β· ⏱️ 28.10.2023): ``` git clone https://github.com/Legrandin/pycryptodome ``` -- [PyPi](https://pypi.org/project/pycryptodomex) (πŸ“₯ 37M / month Β· πŸ“¦ 1.6K Β· ⏱️ 16.09.2023): +- [PyPi](https://pypi.org/project/pycryptodomex) (πŸ“₯ 35M / month Β· πŸ“¦ 1.6K Β· ⏱️ 16.09.2023): ``` pip install pycryptodomex ``` @@ -1483,7 +1498,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
tink (πŸ₯ˆ37 Β· ⭐ 13K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2 -- [GitHub](https://github.com/google/tink) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.2K Β· πŸ“₯ 1.1K Β· πŸ“¦ 960 Β· πŸ“‹ 480 - 8% open Β· ⏱️ 29.08.2023): +- [GitHub](https://github.com/google/tink) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.2K Β· πŸ“₯ 1.1K Β· πŸ“¦ 970 Β· πŸ“‹ 480 - 8% open Β· ⏱️ 29.08.2023): ``` git clone https://github.com/google/tink @@ -1497,23 +1512,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ npm install tink-crypto ```
-
keyring (πŸ₯‰34 Β· ⭐ 1.1K) - Store and access your passwords safely. MIT +
keyring (πŸ₯‰35 Β· ⭐ 1.1K) - Store and access your passwords safely. MIT -- [GitHub](https://github.com/jaraco/keyring) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 140 Β· πŸ“‹ 500 - 12% open Β· ⏱️ 08.10.2023): +- [GitHub](https://github.com/jaraco/keyring) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 150 Β· πŸ“‹ 500 - 11% open Β· ⏱️ 12.11.2023): ``` git clone https://github.com/jaraco/keyring ``` -- [PyPi](https://pypi.org/project/keyring) (πŸ“₯ 40M / month Β· πŸ“¦ 4.2K Β· ⏱️ 24.06.2023): +- [PyPi](https://pypi.org/project/keyring) (πŸ“₯ 41M / month Β· πŸ“¦ 4.2K Β· ⏱️ 12.11.2023): ``` pip install keyring ``` -- [Conda](https://anaconda.org/conda-forge/keyring) (πŸ“₯ 3.9M Β· ⏱️ 29.09.2023): +- [Conda](https://anaconda.org/conda-forge/keyring) (πŸ“₯ 3.9M Β· ⏱️ 14.11.2023): ``` conda install -c conda-forge keyring ```
-
rsa (πŸ₯‰34 Β· ⭐ 450) - Python-RSA is a pure-Python RSA implementation. Apache-2 +
rsa (πŸ₯‰34 Β· ⭐ 460) - Python-RSA is a pure-Python RSA implementation. Apache-2 - [GitHub](https://github.com/sybrenstuvel/python-rsa) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 110 Β· πŸ“¦ 360K Β· πŸ“‹ 120 - 17% open Β· ⏱️ 01.11.2023): @@ -1547,7 +1562,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
bcrypt (πŸ₯‰32 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”€ 140 Β· πŸ“‹ 120 - 4% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/pyca/bcrypt) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 140 Β· πŸ“‹ 120 - 4% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/pyca/bcrypt @@ -1569,12 +1584,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
ansible (πŸ₯‡48 Β· ⭐ 59K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0 -- [GitHub](https://github.com/ansible/ansible) (πŸ‘¨β€πŸ’» 6.8K Β· πŸ”€ 24K Β· πŸ“¦ 31K Β· πŸ“‹ 32K - 2% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/ansible/ansible) (πŸ‘¨β€πŸ’» 6.8K Β· πŸ”€ 24K Β· πŸ“¦ 31K Β· πŸ“‹ 32K - 2% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/ansible/ansible ``` -- [PyPi](https://pypi.org/project/ansible) (πŸ“₯ 4.4M / month Β· πŸ“¦ 4.1K Β· ⏱️ 07.11.2023): +- [PyPi](https://pypi.org/project/ansible) (πŸ“₯ 4.4M / month Β· πŸ“¦ 4.1K Β· ⏱️ 14.11.2023): ``` pip install ansible ``` @@ -1585,92 +1600,92 @@ _General-purpose data containers as well as utilities & extensions for pandas._
awscli (πŸ₯‡44 Β· ⭐ 14K) - Universal Command Line Interface for Amazon Web Services. Apache-2 -- [GitHub](https://github.com/aws/aws-cli) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 3.9K Β· πŸ“₯ 1.5K Β· πŸ“¦ 3 Β· πŸ“‹ 4.5K - 11% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/aws/aws-cli) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 4K Β· πŸ“₯ 1.5K Β· πŸ“¦ 3 Β· πŸ“‹ 4.5K - 11% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/aws/aws-cli ``` -- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 170M / month Β· πŸ“¦ 3.1K Β· ⏱️ 09.11.2023): +- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 170M / month Β· πŸ“¦ 3.1K Β· ⏱️ 15.11.2023): ``` pip install awscli ``` -- [Conda](https://anaconda.org/conda-forge/awscli) (πŸ“₯ 22M Β· ⏱️ 09.11.2023): +- [Conda](https://anaconda.org/conda-forge/awscli) (πŸ“₯ 22M Β· ⏱️ 15.11.2023): ``` conda install -c conda-forge awscli ```
botocore (πŸ₯‡44 Β· ⭐ 1.3K) - The low-level, core functionality of boto3 and the AWS CLI. Apache-2 -- [GitHub](https://github.com/boto/botocore) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1K Β· πŸ“¦ 290K Β· πŸ“‹ 1K - 13% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/boto/botocore) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1K Β· πŸ“¦ 290K Β· πŸ“‹ 1.1K - 14% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/boto/botocore ``` -- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 380M / month Β· πŸ“¦ 8.6K Β· ⏱️ 09.11.2023): +- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 380M / month Β· πŸ“¦ 8.6K Β· ⏱️ 15.11.2023): ``` pip install botocore ``` -- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 24M Β· ⏱️ 09.11.2023): +- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 24M Β· ⏱️ 15.11.2023): ``` conda install -c conda-forge botocore ```
pulumi (πŸ₯ˆ42 Β· ⭐ 18K) - Pulumi - Infrastructure as Code in any programming language. Build.. Apache-2 -- [GitHub](https://github.com/pulumi/pulumi) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 960 Β· πŸ“₯ 1.4M Β· πŸ“¦ 6.8K Β· πŸ“‹ 6.6K - 28% open Β· ⏱️ 06.11.2023): +- [GitHub](https://github.com/pulumi/pulumi) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1K Β· πŸ“₯ 1.5M Β· πŸ“¦ 6.8K Β· πŸ“‹ 6.7K - 29% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/pulumi/pulumi ``` -- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 880K / month Β· πŸ“¦ 160 Β· ⏱️ 03.11.2023): +- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 900K / month Β· πŸ“¦ 160 Β· ⏱️ 15.11.2023): ``` pip install pulumi ``` -- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (πŸ“₯ 1.5M / month Β· πŸ“¦ 890 Β· ⏱️ 03.11.2023): +- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (πŸ“₯ 1.6M / month Β· πŸ“¦ 900 Β· ⏱️ 15.11.2023): ``` npm install @pulumi/pulumi ```
-
docker (πŸ₯ˆ42 Β· ⭐ 6.4K) - A Python library for the Docker Engine API. Apache-2 +
docker-compose (πŸ₯ˆ41 Β· ⭐ 31K) - Define and run multi-container applications with Docker. Apache-2 -- [GitHub](https://github.com/docker/docker-py) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 1.7K Β· πŸ“₯ 720 Β· πŸ“¦ 70K Β· πŸ“‹ 1.7K - 26% open Β· ⏱️ 21.08.2023): +- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 470 Β· πŸ”€ 5K Β· πŸ“₯ 110M Β· πŸ“¦ 310 Β· πŸ“‹ 7.2K - 2% open Β· ⏱️ 16.11.2023): ``` - git clone https://github.com/docker/docker-py + git clone https://github.com/docker/compose ``` -- [PyPi](https://pypi.org/project/docker) (πŸ“₯ 35M / month Β· πŸ“¦ 3.8K Β· ⏱️ 01.06.2023): +- [PyPi](https://pypi.org/project/docker-compose) (πŸ“₯ 1.4M / month Β· πŸ“¦ 1.2K Β· ⏱️ 10.05.2021): ``` - pip install docker + pip install docker-compose ``` -- [Conda](https://anaconda.org/conda-forge/docker-py) (πŸ“₯ 3.9M Β· ⏱️ 08.07.2023): +- [Conda](https://anaconda.org/conda-forge/docker-compose) (πŸ“₯ 380K Β· ⏱️ 02.10.2023): ``` - conda install -c conda-forge docker-py + conda install -c conda-forge docker-compose ```
-
docker-compose (πŸ₯ˆ41 Β· ⭐ 31K) - Define and run multi-container applications with Docker. Apache-2 +
docker (πŸ₯ˆ40 Β· ⭐ 6.4K Β· πŸ“‰) - A Python library for the Docker Engine API. Apache-2 -- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 470 Β· πŸ”€ 5K Β· πŸ“₯ 110M Β· πŸ“¦ 310 Β· πŸ“‹ 7.2K - 2% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/docker/docker-py) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 1.7K Β· πŸ“₯ 730 Β· πŸ“¦ 71K Β· πŸ“‹ 1.7K - 26% open Β· ⏱️ 21.08.2023): ``` - git clone https://github.com/docker/compose + git clone https://github.com/docker/docker-py ``` -- [PyPi](https://pypi.org/project/docker-compose) (πŸ“₯ 1.4M / month Β· πŸ“¦ 1.2K Β· ⏱️ 10.05.2021): +- [PyPi](https://pypi.org/project/docker) (πŸ“₯ 35M / month Β· πŸ“¦ 3.9K Β· ⏱️ 01.06.2023): ``` - pip install docker-compose + pip install docker ``` -- [Conda](https://anaconda.org/conda-forge/docker-compose) (πŸ“₯ 380K Β· ⏱️ 02.10.2023): +- [Conda](https://anaconda.org/conda-forge/docker-py) (πŸ“₯ 3.9M Β· ⏱️ 08.07.2023): ``` - conda install -c conda-forge docker-compose + conda install -c conda-forge docker-py ```
-
paramiko (πŸ₯ˆ41 Β· ⭐ 8.6K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 +
paramiko (πŸ₯ˆ39 Β· ⭐ 8.6K Β· πŸ“‰) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 -- [GitHub](https://github.com/paramiko/paramiko) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 1.9K Β· πŸ“¦ 86K Β· πŸ“‹ 1.8K - 55% open Β· ⏱️ 24.09.2023): +- [GitHub](https://github.com/paramiko/paramiko) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 1.9K Β· πŸ“¦ 86K Β· πŸ“‹ 1.6K - 49% open Β· ⏱️ 24.09.2023): ``` git clone https://github.com/paramiko/paramiko ``` -- [PyPi](https://pypi.org/project/paramiko) (πŸ“₯ 46M / month Β· πŸ“¦ 13K Β· ⏱️ 28.07.2023): +- [PyPi](https://pypi.org/project/paramiko) (πŸ“₯ 47M / month): ``` pip install paramiko ``` @@ -1702,18 +1717,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/fabric/fabric ``` -- [PyPi](https://pypi.org/project/fabric) (πŸ“₯ 4.7M / month Β· πŸ“¦ 120 Β· ⏱️ 31.08.2023): +- [PyPi](https://pypi.org/project/fabric) (πŸ“₯ 4.9M / month Β· πŸ“¦ 130 Β· ⏱️ 31.08.2023): ``` pip install fabric ``` -- [Conda](https://anaconda.org/conda-forge/fabric) (πŸ“₯ 77K Β· ⏱️ 31.08.2023): +- [Conda](https://anaconda.org/conda-forge/fabric) (πŸ“₯ 78K Β· ⏱️ 31.08.2023): ``` conda install -c conda-forge fabric ```
netmiko (πŸ₯‰37 Β· ⭐ 3.3K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT -- [GitHub](https://github.com/ktbyers/netmiko) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 1.2K Β· πŸ“¦ 3.9K Β· πŸ“‹ 2K - 8% open Β· ⏱️ 31.10.2023): +- [GitHub](https://github.com/ktbyers/netmiko) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 1.2K Β· πŸ“¦ 4K Β· πŸ“‹ 2K - 8% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/ktbyers/netmiko @@ -1741,12 +1756,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
plumbum (πŸ₯‰34 Β· ⭐ 2.7K) - Plumbum: Shell Combinators. MIT -- [GitHub](https://github.com/tomerfiliba/plumbum) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 180 Β· πŸ“¦ 5.2K Β· πŸ“‹ 350 - 36% open Β· ⏱️ 01.11.2023): +- [GitHub](https://github.com/tomerfiliba/plumbum) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 180 Β· πŸ“¦ 5.3K Β· πŸ“‹ 350 - 36% open Β· ⏱️ 01.11.2023): ``` git clone https://github.com/tomerfiliba/plumbum ``` -- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 2.8M / month Β· πŸ“¦ 470 Β· ⏱️ 30.05.2023): +- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 2.7M / month Β· πŸ“¦ 470 Β· ⏱️ 30.05.2023): ``` pip install plumbum ``` @@ -1762,7 +1777,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pahaz/sshtunnel ``` -- [PyPi](https://pypi.org/project/sshtunnel) (πŸ“₯ 6.2M / month Β· πŸ“¦ 320 Β· ⏱️ 11.01.2021): +- [PyPi](https://pypi.org/project/sshtunnel) (πŸ“₯ 6.5M / month Β· πŸ“¦ 320 Β· ⏱️ 11.01.2021): ``` pip install sshtunnel ``` @@ -1778,7 +1793,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/Fizzadar/pyinfra ``` -- [PyPi](https://pypi.org/project/pyinfra) (πŸ“₯ 36K / month): +- [PyPi](https://pypi.org/project/pyinfra) (πŸ“₯ 37K / month Β· πŸ“¦ 11 Β· ⏱️ 14.10.2023): ``` pip install pyinfra ``` @@ -1790,7 +1805,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pypyr/pypyr ``` -- [PyPi](https://pypi.org/project/pypyr) (πŸ“₯ 2.9K / month Β· πŸ“¦ 9 Β· ⏱️ 22.09.2023): +- [PyPi](https://pypi.org/project/pypyr) (πŸ“₯ 2.8K / month Β· πŸ“¦ 9 Β· ⏱️ 22.09.2023): ``` pip install pypyr ``` @@ -1801,9 +1816,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 5 hidden projects... -- fabtools (πŸ₯‰25 Β· ⭐ 1.3K Β· πŸ’€) - Tools for writing awesome Fabric files. BSD-2 -- parallel-ssh (πŸ₯‰25 Β· ⭐ 1.1K Β· πŸ’€) - Asynchronous parallel SSH client library. ❗️LGPL-2.1 +- parallel-ssh (πŸ₯‰25 Β· ⭐ 1.2K Β· πŸ’€) - Asynchronous parallel SSH client library. ❗️LGPL-2.1 - storm (πŸ₯‰24 Β· ⭐ 3.9K Β· πŸ’€) - Manage your SSH like a boss. MIT +- fabtools (πŸ₯‰23 Β· ⭐ 1.3K Β· πŸ’€) - Tools for writing awesome Fabric files. BSD-2 - wssh (πŸ₯‰17 Β· ⭐ 1.4K Β· πŸ’€) - SSH to WebSockets Bridge. MIT - Grai (πŸ₯‰14 Β· ⭐ 240) - Platform to programmatically manage, test, and debug data.. ❗️MulanPSL-2.0
@@ -1815,7 +1830,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pexpect (πŸ₯‡38 Β· ⭐ 2.5K) - A Python module for controlling interactive programs in a pseudo-terminal. ISC -- [GitHub](https://github.com/pexpect/pexpect) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 460 Β· πŸ“₯ 4.4K Β· πŸ“¦ 320K Β· πŸ“‹ 510 - 36% open Β· ⏱️ 29.09.2023): +- [GitHub](https://github.com/pexpect/pexpect) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 460 Β· πŸ“₯ 4.4K Β· πŸ“¦ 330K Β· πŸ“‹ 510 - 36% open Β· ⏱️ 29.09.2023): ``` git clone https://github.com/pexpect/pexpect @@ -1831,7 +1846,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
supervisor (πŸ₯ˆ35 Β· ⭐ 8K) - 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“¦ 9.8K Β· πŸ“‹ 1.1K - 12% open Β· ⏱️ 06.10.2023): +- [GitHub](https://github.com/Supervisor/supervisor) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 1.2K Β· πŸ“¦ 9.9K Β· πŸ“‹ 1.2K - 12% open Β· ⏱️ 06.10.2023): ``` git clone https://github.com/Supervisor/supervisor @@ -1845,14 +1860,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge supervisor ```
-
sh (πŸ₯‰34 Β· ⭐ 6.7K) - Python process launching. MIT +
sh (πŸ₯ˆ35 Β· ⭐ 6.7K) - Python process launching. MIT - [GitHub](https://github.com/amoffat/sh) (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 500 Β· πŸ“¦ 13K Β· πŸ“‹ 460 - 1% open Β· ⏱️ 10.08.2023): ``` git clone https://github.com/amoffat/sh ``` -- [PyPi](https://pypi.org/project/sh) (πŸ“₯ 5.9M / month Β· πŸ“¦ 2.6K Β· ⏱️ 10.08.2023): +- [PyPi](https://pypi.org/project/sh) (πŸ“₯ 5.8M / month Β· πŸ“¦ 2.6K Β· ⏱️ 10.08.2023): ``` pip install sh ``` @@ -1868,7 +1883,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/pexpect/ptyprocess ``` -- [PyPi](https://pypi.org/project/ptyprocess) (πŸ“₯ 40M / month Β· πŸ“¦ 13K Β· ⏱️ 28.12.2020): +- [PyPi](https://pypi.org/project/ptyprocess) (πŸ“₯ 41M / month Β· πŸ“¦ 13K Β· ⏱️ 28.12.2020): ``` pip install ptyprocess ``` @@ -1890,18 +1905,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/MagicStack/uvloop ``` -- [PyPi](https://pypi.org/project/uvloop) (πŸ“₯ 9.8M / month Β· πŸ“¦ 1.9K Β· ⏱️ 22.10.2023): +- [PyPi](https://pypi.org/project/uvloop) (πŸ“₯ 11M / month Β· πŸ“¦ 1.9K Β· ⏱️ 22.10.2023): ``` pip install uvloop ``` -- [Conda](https://anaconda.org/conda-forge/uvloop) (πŸ“₯ 660K Β· ⏱️ 23.10.2023): +- [Conda](https://anaconda.org/conda-forge/uvloop) (πŸ“₯ 670K Β· ⏱️ 23.10.2023): ``` conda install -c conda-forge uvloop ```
greenlet (πŸ₯ˆ38 Β· ⭐ 1.5K) - Lightweight in-process concurrent programming. MIT -- [GitHub](https://github.com/python-greenlet/greenlet) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 230 Β· πŸ“¦ 300K Β· πŸ“‹ 230 - 9% open Β· ⏱️ 25.10.2023): +- [GitHub](https://github.com/python-greenlet/greenlet) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 230 Β· πŸ“¦ 310K Β· πŸ“‹ 230 - 9% open Β· ⏱️ 25.10.2023): ``` git clone https://github.com/python-greenlet/greenlet @@ -1917,12 +1932,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
anyio (πŸ₯ˆ37 Β· ⭐ 1.4K) - High level asynchronous concurrency and networking framework that works on.. MIT -- [GitHub](https://github.com/agronholm/anyio) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 110 Β· πŸ“¦ 190K Β· πŸ“‹ 330 - 17% open Β· ⏱️ 06.11.2023): +- [GitHub](https://github.com/agronholm/anyio) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 110 Β· πŸ“¦ 200K Β· πŸ“‹ 330 - 17% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/agronholm/anyio ``` -- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 47M / month Β· πŸ“¦ 510 Β· ⏱️ 30.08.2023): +- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 49M / month Β· πŸ“¦ 510 Β· ⏱️ 30.08.2023): ``` pip install anyio ``` @@ -1938,7 +1953,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/tiangolo/asyncer ``` -- [PyPi](https://pypi.org/project/asyncer) (πŸ“₯ 90K / month Β· πŸ“¦ 17 Β· ⏱️ 04.11.2022): +- [PyPi](https://pypi.org/project/asyncer) (πŸ“₯ 92K / month Β· πŸ“¦ 17 Β· ⏱️ 04.11.2022): ``` pip install asyncer ``` @@ -1947,14 +1962,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge asyncer ```
-
aiomisc (πŸ₯‰22 Β· ⭐ 340) - aiomisc - miscellaneous utils for asyncio. MIT +
aiomisc (πŸ₯‰23 Β· ⭐ 340) - aiomisc - miscellaneous utils for asyncio. MIT -- [GitHub](https://github.com/aiokitchen/aiomisc) (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 23 Β· πŸ“¦ 340 Β· πŸ“‹ 25 - 36% open Β· ⏱️ 28.09.2023): +- [GitHub](https://github.com/aiokitchen/aiomisc) (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 23 Β· πŸ“¦ 340 Β· πŸ“‹ 26 - 38% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/aiokitchen/aiomisc ``` -- [PyPi](https://pypi.org/project/aiomisc) (πŸ“₯ 14K / month Β· πŸ“¦ 37 Β· ⏱️ 28.09.2023): +- [PyPi](https://pypi.org/project/aiomisc) (πŸ“₯ 16K / month Β· πŸ“¦ 38 Β· ⏱️ 15.11.2023): ``` pip install aiomisc ``` @@ -1972,7 +1987,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
traitlets (πŸ₯‡39 Β· ⭐ 580) - A lightweight Traits like module. BSD-3 -- [GitHub](https://github.com/ipython/traitlets) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 190 Β· πŸ“₯ 260 Β· πŸ“¦ 370K Β· πŸ“‹ 290 - 31% open Β· ⏱️ 05.11.2023): +- [GitHub](https://github.com/ipython/traitlets) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 190 Β· πŸ“₯ 260 Β· πŸ“¦ 370K Β· πŸ“‹ 290 - 32% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/ipython/traitlets @@ -1997,23 +2012,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install python-dotenv ``` -- [Conda](https://anaconda.org/conda-forge/python-dotenv) (πŸ“₯ 2.8M Β· ⏱️ 04.09.2023): +- [Conda](https://anaconda.org/conda-forge/python-dotenv) (πŸ“₯ 2.9M Β· ⏱️ 04.09.2023): ``` conda install -c conda-forge python-dotenv ```
Dynaconf (πŸ₯ˆ34 Β· ⭐ 3.3K) - Configuration Management for Python. MIT -- [GitHub](https://github.com/dynaconf/dynaconf) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 320 Β· πŸ“¦ 7.4K Β· πŸ“‹ 480 - 22% open Β· ⏱️ 31.10.2023): +- [GitHub](https://github.com/dynaconf/dynaconf) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 280 Β· πŸ“¦ 7.4K Β· πŸ“‹ 480 - 22% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/rochacbruno/dynaconf ``` -- [PyPi](https://pypi.org/project/dynaconf) (πŸ“₯ 2.1M / month Β· πŸ“¦ 280 Β· ⏱️ 31.10.2023): +- [PyPi](https://pypi.org/project/dynaconf) (πŸ“₯ 2.2M / month): ``` pip install dynaconf ``` -- [Conda](https://anaconda.org/conda-forge/dynaconf) (πŸ“₯ 61K Β· ⏱️ 02.11.2023): +- [Conda](https://anaconda.org/conda-forge/dynaconf) (πŸ“₯ 62K Β· ⏱️ 02.11.2023): ``` conda install -c conda-forge dynaconf ``` @@ -2025,7 +2040,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/henriquebastos/python-decouple ``` -- [PyPi](https://pypi.org/project/python-decouple) (πŸ“₯ 1.8M / month Β· πŸ“¦ 3.4K Β· ⏱️ 01.03.2023): +- [PyPi](https://pypi.org/project/python-decouple) (πŸ“₯ 1.8M / month): ``` pip install python-decouple ``` @@ -2034,14 +2049,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge python-decouple ```
-
omegaconf (πŸ₯‰31 Β· ⭐ 1.6K) - Flexible Python configuration system. The last one you will ever need. BSD-3 +
omegaconf (πŸ₯ˆ32 Β· ⭐ 1.6K) - Flexible Python configuration system. The last one you will ever need. BSD-3 -- [GitHub](https://github.com/omry/omegaconf) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 90 Β· πŸ“¦ 20K Β· πŸ“‹ 530 - 17% open Β· ⏱️ 22.09.2023): +- [GitHub](https://github.com/omry/omegaconf) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 90 Β· πŸ“¦ 20K Β· πŸ“‹ 540 - 17% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/omry/omegaconf ``` -- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 5M / month Β· πŸ“¦ 370 Β· ⏱️ 09.08.2023): +- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 5.4M / month Β· πŸ“¦ 370 Β· ⏱️ 09.08.2023): ``` pip install omegaconf ``` @@ -2050,30 +2065,30 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge omegaconf ```
-
hydra (πŸ₯‰30 Β· ⭐ 7.6K) - Hydra is a framework for elegantly configuring complex applications. MIT +
hydra (πŸ₯‰30 Β· ⭐ 7.7K) - Hydra is a framework for elegantly configuring complex applications. MIT -- [GitHub](https://github.com/facebookresearch/hydra) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 600 Β· πŸ“¦ 17K Β· πŸ“‹ 1.3K - 16% open Β· ⏱️ 17.09.2023): +- [GitHub](https://github.com/facebookresearch/hydra) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 560 Β· πŸ“¦ 17K Β· πŸ“‹ 1.3K - 16% open Β· ⏱️ 17.09.2023): ``` git clone https://github.com/facebookresearch/hydra ``` -- [PyPi](https://pypi.org/project/hydra) (πŸ“₯ 12K / month Β· πŸ“¦ 8 Β· ⏱️ 03.08.2016): +- [PyPi](https://pypi.org/project/hydra) (πŸ“₯ 12K / month): ``` pip install hydra ``` -- [Conda](https://anaconda.org/conda-forge/hydra-core) (πŸ“₯ 850K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/hydra-core) (πŸ“₯ 860K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge hydra-core ```
gin-config (πŸ₯‰28 Β· ⭐ 1.9K) - 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“¦ 7.1K Β· πŸ“‹ 92 - 54% open Β· ⏱️ 04.10.2023): +- [GitHub](https://github.com/google/gin-config) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 120 Β· πŸ“¦ 7.2K Β· πŸ“‹ 92 - 54% open Β· ⏱️ 04.10.2023): ``` git clone https://github.com/google/gin-config ``` -- [PyPi](https://pypi.org/project/gin-config) (πŸ“₯ 240K / month Β· πŸ“¦ 89 Β· ⏱️ 03.11.2021): +- [PyPi](https://pypi.org/project/gin-config) (πŸ“₯ 250K / month Β· πŸ“¦ 89 Β· ⏱️ 03.11.2021): ``` pip install gin-config ``` @@ -2084,16 +2099,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
configobj (πŸ₯‰28 Β· ⭐ 300 Β· πŸ’€) - Python 3+ compatible port of the configobj library. BSD-3 -- [GitHub](https://github.com/DiffSK/configobj) (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 71 Β· πŸ“₯ 290 Β· πŸ“¦ 31K Β· πŸ“‹ 170 - 42% open Β· ⏱️ 18.01.2023): +- [GitHub](https://github.com/DiffSK/configobj) (πŸ‘¨β€πŸ’» 9 Β· πŸ”€ 71 Β· πŸ“₯ 300 Β· πŸ“¦ 32K Β· πŸ“‹ 170 - 42% open Β· ⏱️ 18.01.2023): ``` git clone https://github.com/DiffSK/configobj ``` -- [PyPi](https://pypi.org/project/configobj) (πŸ“₯ 2.7M / month Β· πŸ“¦ 3.4K Β· ⏱️ 18.01.2023): +- [PyPi](https://pypi.org/project/configobj) (πŸ“₯ 2.8M / month Β· πŸ“¦ 3.4K Β· ⏱️ 18.01.2023): ``` pip install configobj ``` -- [Conda](https://anaconda.org/conda-forge/configobj) (πŸ“₯ 740K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/configobj) (πŸ“₯ 750K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge configobj ``` @@ -2109,7 +2124,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install everett ``` -- [Conda](https://anaconda.org/conda-forge/everett) (πŸ“₯ 52K Β· ⏱️ 06.11.2023): +- [Conda](https://anaconda.org/conda-forge/everett) (πŸ“₯ 53K Β· ⏱️ 06.11.2023): ``` conda install -c conda-forge everett ``` @@ -2120,9 +2135,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
click (πŸ₯‡46 Β· ⭐ 14K) - Python composable command line interface toolkit. BSD-3 +
click (πŸ₯‡45 Β· ⭐ 14K Β· πŸ“‰) - Python composable command line interface toolkit. BSD-3 -- [GitHub](https://github.com/pallets/click) (πŸ‘¨β€πŸ’» 370 Β· πŸ”€ 1.4K Β· πŸ“₯ 130 Β· πŸ“¦ 1.4M Β· πŸ“‹ 1.5K - 6% open Β· ⏱️ 01.09.2023): +- [GitHub](https://github.com/pallets/click) (πŸ‘¨β€πŸ’» 370 Β· πŸ”€ 1.4K Β· πŸ“₯ 140 Β· πŸ“¦ 1.5M Β· πŸ“‹ 1.5K - 6% open Β· ⏱️ 01.09.2023): ``` git clone https://github.com/pallets/click @@ -2138,71 +2153,87 @@ _General-purpose data containers as well as utilities & extensions for pandas._
rich (πŸ₯‡43 Β· ⭐ 45K) - 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“¦ 140K Β· πŸ“‹ 1.2K - 15% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/Textualize/rich) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.7K Β· πŸ“¦ 140K Β· πŸ“‹ 1.3K - 15% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/Textualize/rich ``` -- [PyPi](https://pypi.org/project/rich) (πŸ“₯ 35M / month Β· πŸ“¦ 5.2K Β· ⏱️ 30.09.2023): +- [PyPi](https://pypi.org/project/rich) (πŸ“₯ 36M / month Β· πŸ“¦ 5.6K Β· ⏱️ 15.11.2023): ``` pip install rich ``` -- [Conda](https://anaconda.org/conda-forge/rich) (πŸ“₯ 5.6M Β· ⏱️ 30.09.2023): +- [Conda](https://anaconda.org/conda-forge/rich) (πŸ“₯ 5.7M Β· ⏱️ 30.09.2023): ``` conda install -c conda-forge rich ```
-
python-prompt-toolkit (πŸ₯ˆ39 Β· ⭐ 8.6K) - Library for building powerful interactive command.. BSD-3 +
python-prompt-toolkit (πŸ₯ˆ38 Β· ⭐ 8.7K) - Library for building powerful interactive command.. BSD-3 -- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 690 Β· πŸ“‹ 1.1K - 50% open Β· ⏱️ 04.11.2023): +- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 730 Β· πŸ“‹ 1.1K - 51% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/prompt-toolkit/python-prompt-toolkit ``` -- [PyPi](https://pypi.org/project/prompt_toolkit) (πŸ“₯ 37M / month Β· πŸ“¦ 1.5K Β· ⏱️ 04.07.2023): +- [PyPi](https://pypi.org/project/prompt_toolkit) (πŸ“₯ 37M / month Β· πŸ“¦ 1.6K Β· ⏱️ 14.11.2023): ``` pip install prompt_toolkit ``` -- [Conda](https://anaconda.org/conda-forge/prompt-toolkit) (πŸ“₯ 20M Β· ⏱️ 05.07.2023): +- [Conda](https://anaconda.org/conda-forge/prompt-toolkit) (πŸ“₯ 20M Β· ⏱️ 14.11.2023): ``` conda install -c conda-forge prompt-toolkit ```
-
python-fire (πŸ₯ˆ36 Β· ⭐ 25K) - Python Fire is a library for automatically generating command.. Apache-2 +
python-fire (πŸ₯ˆ36 Β· ⭐ 26K) - Python Fire is a library for automatically generating command.. Apache-2 -- [GitHub](https://github.com/google/python-fire) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 1.4K Β· πŸ“¦ 26K Β· πŸ“‹ 320 - 45% open Β· ⏱️ 05.10.2023): +- [GitHub](https://github.com/google/python-fire) (πŸ‘¨β€πŸ’» 61 Β· πŸ”€ 1.4K Β· πŸ“¦ 27K Β· πŸ“‹ 320 - 45% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/google/python-fire ``` -- [PyPi](https://pypi.org/project/fire) (πŸ“₯ 7M / month Β· πŸ“¦ 1.9K Β· ⏱️ 12.12.2022): +- [PyPi](https://pypi.org/project/fire) (πŸ“₯ 6.9M / month Β· πŸ“¦ 1.9K Β· ⏱️ 12.12.2022): ``` pip install fire ``` -- [Conda](https://anaconda.org/conda-forge/fire) (πŸ“₯ 800K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/fire) (πŸ“₯ 810K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge fire ```
argcomplete (πŸ₯ˆ35 Β· ⭐ 1.3K) - Python and tab completion, better together. Apache-2 -- [GitHub](https://github.com/kislyuk/argcomplete) (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 120 Β· πŸ“₯ 320 Β· πŸ“¦ 47K Β· πŸ“‹ 250 - 21% open Β· ⏱️ 02.11.2023): +- [GitHub](https://github.com/kislyuk/argcomplete) (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 120 Β· πŸ“₯ 320 Β· πŸ“¦ 48K Β· πŸ“‹ 250 - 21% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/kislyuk/argcomplete ``` -- [PyPi](https://pypi.org/project/argcomplete) (πŸ“₯ 22M / month Β· πŸ“¦ 2.2K Β· ⏱️ 02.11.2023): +- [PyPi](https://pypi.org/project/argcomplete) (πŸ“₯ 23M / month Β· πŸ“¦ 2.2K Β· ⏱️ 12.11.2023): ``` pip install argcomplete ``` -- [Conda](https://anaconda.org/conda-forge/argcomplete) (πŸ“₯ 1.4M Β· ⏱️ 02.11.2023): +- [Conda](https://anaconda.org/conda-forge/argcomplete) (πŸ“₯ 1.4M Β· ⏱️ 13.11.2023): ``` conda install -c conda-forge argcomplete ```
+
wcwidth (πŸ₯ˆ35 Β· ⭐ 340) - Python library that measures the width of unicode strings rendered to a.. MIT + +- [GitHub](https://github.com/jquast/wcwidth) (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 49 Β· πŸ“¦ 470K Β· πŸ“‹ 43 - 13% open Β· ⏱️ 14.11.2023): + + ``` + git clone https://github.com/jquast/wcwidth + ``` +- [PyPi](https://pypi.org/project/wcwidth) (πŸ“₯ 53M / month Β· πŸ“¦ 14K Β· ⏱️ 13.11.2023): + ``` + pip install wcwidth + ``` +- [Conda](https://anaconda.org/conda-forge/wcwidth) (πŸ“₯ 22M Β· ⏱️ 14.11.2023): + ``` + conda install -c conda-forge wcwidth + ``` +
colorama (πŸ₯ˆ34 Β· ⭐ 3.3K) - Simple cross-platform colored terminal text in Python. BSD-3 -- [GitHub](https://github.com/tartley/colorama) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 230 Β· πŸ“¦ 790K Β· πŸ“‹ 250 - 44% open Β· ⏱️ 23.08.2023): +- [GitHub](https://github.com/tartley/colorama) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 230 Β· πŸ“¦ 800K Β· πŸ“‹ 250 - 44% open Β· ⏱️ 23.08.2023): ``` git clone https://github.com/tartley/colorama @@ -2216,14 +2247,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge colorama ```
-
cleo (πŸ₯ˆ34 Β· ⭐ 1.1K) - Cleo allows you to create beautiful and testable command-line interfaces. MIT +
cleo (πŸ₯ˆ34 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’» 34 Β· πŸ”€ 82 Β· πŸ“¦ 19K Β· πŸ“‹ 100 - 27% open Β· ⏱️ 07.11.2023): +- [GitHub](https://github.com/python-poetry/cleo) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 82 Β· πŸ“¦ 19K Β· πŸ“‹ 100 - 27% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/sdispater/cleo ``` -- [PyPi](https://pypi.org/project/cleo) (πŸ“₯ 20M / month Β· πŸ“¦ 260 Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/cleo) (πŸ“₯ 23M / month Β· πŸ“¦ 260 Β· ⏱️ 30.10.2023): ``` pip install cleo ``` @@ -2250,12 +2281,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
asciimatics (πŸ₯‰33 Β· ⭐ 3.4K) - A cross platform package to do curses-like operations, plus.. Apache-2 -- [GitHub](https://github.com/peterbrittain/asciimatics) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 240 Β· πŸ“¦ 930 Β· πŸ“‹ 300 - 7% open Β· ⏱️ 27.10.2023): +- [GitHub](https://github.com/peterbrittain/asciimatics) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 240 Β· πŸ“¦ 940 Β· πŸ“‹ 300 - 7% open Β· ⏱️ 27.10.2023): ``` git clone https://github.com/peterbrittain/asciimatics ``` -- [PyPi](https://pypi.org/project/asciimatics) (πŸ“₯ 110K / month Β· πŸ“¦ 120 Β· ⏱️ 25.10.2023): +- [PyPi](https://pypi.org/project/asciimatics) (πŸ“₯ 94K / month Β· πŸ“¦ 120 Β· ⏱️ 25.10.2023): ``` pip install asciimatics ``` @@ -2287,7 +2318,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/bw2/ConfigArgParse ``` -- [PyPi](https://pypi.org/project/configargparse) (πŸ“₯ 3.9M / month Β· πŸ“¦ 1.5K Β· ⏱️ 23.07.2023): +- [PyPi](https://pypi.org/project/configargparse) (πŸ“₯ 4M / month Β· πŸ“¦ 1.5K Β· ⏱️ 23.07.2023): ``` pip install configargparse ``` @@ -2298,12 +2329,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
docopt-ng (πŸ₯‰22 Β· ⭐ 140) - Humane command line arguments parser. Now with maintenance, typehints,.. MIT -- [GitHub](https://github.com/jazzband/docopt-ng) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 14 Β· πŸ“¦ 220 Β· πŸ“‹ 29 - 51% open Β· ⏱️ 01.06.2023): +- [GitHub](https://github.com/jazzband/docopt-ng) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 14 Β· πŸ“¦ 230 Β· πŸ“‹ 29 - 48% open Β· ⏱️ 01.06.2023): ``` git clone https://github.com/jazzband/docopt-ng ``` -- [PyPi](https://pypi.org/project/docopt-ng) (πŸ“₯ 120K / month Β· πŸ“¦ 34 Β· ⏱️ 30.05.2023): +- [PyPi](https://pypi.org/project/docopt-ng) (πŸ“₯ 130K / month Β· πŸ“¦ 34 Β· ⏱️ 30.05.2023): ``` pip install docopt-ng ``` @@ -2315,19 +2346,18 @@ _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“₯ 540 / month Β· ⏱️ 21.06.2020): +- [PyPi](https://pypi.org/project/colout) (πŸ“₯ 180 / month Β· ⏱️ 21.06.2020): ``` pip install colout ```
-
Show 6 hidden projects... +
Show 5 hidden projects... - docopt (πŸ₯ˆ35 Β· ⭐ 7.9K Β· πŸ’€) - Pythonic command line arguments parser, that will make you smile. MIT -- wcwidth (πŸ₯‰33 Β· ⭐ 340 Β· πŸ“‰) - Python library that measures the width of unicode strings.. ❗Unlicensed - blessings (πŸ₯‰29 Β· ⭐ 1.4K Β· πŸ’€) - A thin, practical wrapper around terminal capabilities in Python. MIT - clint (πŸ₯‰25 Β· ⭐ 91 Β· πŸ’€) - Python Command-line Application Tools. ISC - bashplotlib (πŸ₯‰22 Β· ⭐ 1.8K Β· πŸ’€) - plotting in the terminal. MIT -- Click Extra (πŸ₯‰22 Β· ⭐ 48) - Extra colorization and configuration loading for Click. ❗️GPL-2.0 +- Click Extra (πŸ₯‰22 Β· ⭐ 49) - Extra colorization and configuration loading for Click. ❗️GPL-2.0

@@ -2366,7 +2396,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/aio-libs/aiocache ``` -- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 400K / month Β· πŸ“¦ 130 Β· ⏱️ 06.08.2023): +- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 410K / month Β· πŸ“¦ 130 Β· ⏱️ 06.08.2023): ``` pip install aiocache ``` @@ -2405,12 +2435,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
cachier (πŸ₯‰23 Β· ⭐ 470) - Persistent, stale-free, local and cross-machine caching for Python.. MIT -- [GitHub](https://github.com/python-cachier/cachier) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 54 Β· πŸ“¦ 420 Β· πŸ“‹ 66 - 22% open Β· ⏱️ 02.07.2023): +- [GitHub](https://github.com/python-cachier/cachier) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 55 Β· πŸ“¦ 420 Β· πŸ“‹ 66 - 22% open Β· ⏱️ 02.07.2023): ``` git clone https://github.com/shaypal5/cachier ``` -- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 27K / month Β· πŸ“¦ 27 Β· ⏱️ 25.11.2021): +- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 28K / month Β· πŸ“¦ 27 Β· ⏱️ 25.11.2021): ``` pip install cachier ``` @@ -2425,16 +2455,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -πŸ”— best-of-web-python - Web UI ( ⭐ 2K) - Collection of libraries to implement web-based UIs. +πŸ”— best-of-web-python - Web UI ( ⭐ 2.1K) - Collection of libraries to implement web-based UIs.
kivy (πŸ₯‡40 Β· ⭐ 16K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT -- [GitHub](https://github.com/kivy/kivy) (πŸ‘¨β€πŸ’» 600 Β· πŸ”€ 3K Β· πŸ“₯ 34K Β· πŸ“¦ 11K Β· πŸ“‹ 4.9K - 14% open Β· ⏱️ 05.11.2023): +- [GitHub](https://github.com/kivy/kivy) (πŸ‘¨β€πŸ’» 600 Β· πŸ”€ 3K Β· πŸ“₯ 34K Β· πŸ“¦ 11K Β· πŸ“‹ 5.2K - 18% open Β· ⏱️ 12.11.2023): ``` git clone https://github.com/kivy/kivy ``` -- [PyPi](https://pypi.org/project/kivy) (πŸ“₯ 140K / month): +- [PyPi](https://pypi.org/project/kivy) (πŸ“₯ 150K / month Β· πŸ“¦ 610 Β· ⏱️ 06.03.2022): ``` pip install kivy ``` @@ -2445,12 +2475,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
PySimpleGUI (πŸ₯ˆ37 Β· ⭐ 12K) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0 -- [GitHub](https://github.com/PySimpleGUI/PySimpleGUI) (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 1.8K Β· πŸ“¦ 10K Β· πŸ“‹ 3.5K - 20% open Β· ⏱️ 07.11.2023): +- [GitHub](https://github.com/PySimpleGUI/PySimpleGUI) (πŸ‘¨β€πŸ’» 18 Β· πŸ”€ 1.8K Β· πŸ“¦ 10K Β· πŸ“‹ 3.5K - 20% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/PySimpleGUI/PySimpleGUI ``` -- [PyPi](https://pypi.org/project/pysimplegui) (πŸ“₯ 400K / month Β· πŸ“¦ 320 Β· ⏱️ 10.10.2022): +- [PyPi](https://pypi.org/project/pysimplegui) (πŸ“₯ 410K / month Β· πŸ“¦ 320 Β· ⏱️ 10.10.2022): ``` pip install pysimplegui ``` @@ -2459,42 +2489,42 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pysimplegui ```
-
DearPyGui (πŸ₯ˆ33 Β· ⭐ 11K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT +
DearPyGui (πŸ₯ˆ32 Β· ⭐ 11K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT -- [GitHub](https://github.com/hoffstadt/DearPyGui) (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 610 Β· πŸ“¦ 2.3K Β· πŸ“‹ 1.2K - 19% open Β· ⏱️ 02.11.2023): +- [GitHub](https://github.com/hoffstadt/DearPyGui) (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 610 Β· πŸ“¦ 2.4K Β· πŸ“‹ 1.2K - 19% open Β· ⏱️ 02.11.2023): ``` git clone https://github.com/hoffstadt/DearPyGui ``` -- [PyPi](https://pypi.org/project/dearpygui) (πŸ“₯ 47K / month Β· πŸ“¦ 47 Β· ⏱️ 09.10.2023): +- [PyPi](https://pypi.org/project/dearpygui) (πŸ“₯ 53K / month Β· πŸ“¦ 47 Β· ⏱️ 09.10.2023): ``` pip install dearpygui ```
Eel (πŸ₯ˆ31 Β· ⭐ 5.9K Β· πŸ’€) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT -- [GitHub](https://github.com/python-eel/Eel) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 560 Β· πŸ“¦ 6.3K Β· πŸ“‹ 520 - 33% open Β· ⏱️ 04.03.2023): +- [GitHub](https://github.com/python-eel/Eel) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 560 Β· πŸ“¦ 6.4K Β· πŸ“‹ 520 - 33% open Β· ⏱️ 04.03.2023): ``` git clone https://github.com/ChrisKnott/Eel ``` -- [PyPi](https://pypi.org/project/eel) (πŸ“₯ 68K / month Β· πŸ“¦ 86 Β· ⏱️ 09.12.2022): +- [PyPi](https://pypi.org/project/eel) (πŸ“₯ 69K / month Β· πŸ“¦ 86 Β· ⏱️ 09.12.2022): ``` pip install eel ```
toga (πŸ₯ˆ31 Β· ⭐ 3.8K) - A Python native, OS native GUI toolkit. BSD-3 -- [GitHub](https://github.com/beeware/toga) (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 650 Β· πŸ“₯ 2K Β· πŸ“¦ 2 Β· πŸ“‹ 770 - 14% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/beeware/toga) (πŸ‘¨β€πŸ’» 250 Β· πŸ”€ 650 Β· πŸ“₯ 2.1K Β· πŸ“¦ 2 Β· πŸ“‹ 770 - 14% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/beeware/toga ``` -- [PyPi](https://pypi.org/project/toga) (πŸ“₯ 2.9K / month Β· πŸ“¦ 34 Β· ⏱️ 03.11.2023): +- [PyPi](https://pypi.org/project/toga) (πŸ“₯ 3.4K / month Β· πŸ“¦ 34 Β· ⏱️ 03.11.2023): ``` pip install toga ``` -- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 32 / month Β· πŸ“¦ 2 Β· ⏱️ 23.04.2017): +- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 35 / month Β· πŸ“¦ 2 Β· ⏱️ 23.04.2017): ``` npm install @pybee/toga ``` @@ -2504,7 +2534,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ - Gooey (πŸ₯‰30 Β· ⭐ 18K Β· πŸ’€) - Turn (almost) any Python command line program into a full GUI.. MIT - Phoenix (πŸ₯‰28 Β· ⭐ 2.1K) - wxPythons Project Phoenix. A new implementation of wxPython,.. ❗️wxWindows - flexx (πŸ₯‰26 Β· ⭐ 3.2K Β· πŸ’€) - Write desktop and web apps in pure Python. BSD-2 -- enaml (πŸ₯‰24 Β· ⭐ 1.5K) - Declarative User Interfaces for Python. ❗Unlicensed +- enaml (πŸ₯‰26 Β· ⭐ 1.5K) - Declarative User Interfaces for Python. ❗Unlicensed

@@ -2514,14 +2544,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ πŸ”— best-of-ml-python - Computer Vision ( ⭐ 15K) - Collection of computer vision and image processing.. -
Pipeless (πŸ₯‡17 Β· ⭐ 170 Β· 🐣) - An open-source framework to create and deploy computer vision.. Apache-2 +
Pipeless (πŸ₯‡18 Β· ⭐ 190 Β· 🐣) - An open-source framework to create and deploy computer vision.. Apache-2 -- [GitHub](https://github.com/pipeless-ai/pipeless) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 12 Β· πŸ“‹ 7 - 14% open Β· ⏱️ 02.11.2023): +- [GitHub](https://github.com/pipeless-ai/pipeless) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 13 Β· πŸ“₯ 97 Β· πŸ“‹ 13 - 46% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/pipeless-ai/pipeless ``` -- [PyPi](https://pypi.org/project/pipeless-ai) (πŸ“₯ 330 / month Β· πŸ“¦ 2 Β· ⏱️ 02.11.2023): +- [PyPi](https://pypi.org/project/pipeless-ai) (πŸ“₯ 190 / month Β· πŸ“¦ 2 Β· ⏱️ 02.11.2023): ``` pip install pipeless-ai ``` @@ -2542,6 +2572,22 @@ _General-purpose data containers as well as utilities & extensions for pandas._ πŸ”— best-of-ml-python - NLP ( ⭐ 15K) - Collection of text processing and NLP libraries. +
phonenumbers (πŸ₯‡35 Β· ⭐ 3.3K Β· πŸ“ˆ) - Python port of Googles libphonenumber. Apache-2 + +- [GitHub](https://github.com/daviddrysdale/python-phonenumbers) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 450 Β· πŸ“‹ 170 - 5% open Β· ⏱️ 14.11.2023): + + ``` + git clone https://github.com/daviddrysdale/python-phonenumbers + ``` +- [PyPi](https://pypi.org/project/phonenumbers) (πŸ“₯ 5M / month Β· πŸ“¦ 1.4K Β· ⏱️ 14.11.2023): + ``` + pip install phonenumbers + ``` +- [Conda](https://anaconda.org/conda-forge/phonenumbers) (πŸ“₯ 850K Β· ⏱️ 14.11.2023): + ``` + conda install -c conda-forge phonenumbers + ``` +
chardet (πŸ₯‡34 Β· ⭐ 2K) - Python character encoding detector. ❗️LGPL-2.1 - [GitHub](https://github.com/chardet/chardet) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 250 Β· πŸ“¦ 5 Β· πŸ“‹ 140 - 39% open Β· ⏱️ 01.08.2023): @@ -2549,7 +2595,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/chardet/chardet ``` -- [PyPi](https://pypi.org/project/chardet) (πŸ“₯ 56M / month Β· πŸ“¦ 39K Β· ⏱️ 01.08.2023): +- [PyPi](https://pypi.org/project/chardet) (πŸ“₯ 57M / month Β· πŸ“¦ 39K Β· ⏱️ 01.08.2023): ``` pip install chardet ``` @@ -2557,12 +2603,12 @@ _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“₯ 130 / month Β· πŸ“¦ 3 Β· ⏱️ 20.08.2017): +- [npm](https://www.npmjs.com/package/@pypi/chardet) (πŸ“₯ 76 / month Β· πŸ“¦ 3 Β· ⏱️ 20.08.2017): ``` npm install @pypi/chardet ```
-
emoji (πŸ₯‡32 Β· ⭐ 1.7K) - emoji terminal output for Python. BSD-3 +
emoji (πŸ₯ˆ32 Β· ⭐ 1.7K) - emoji terminal output for Python. BSD-3 - [GitHub](https://github.com/carpedm20/emoji) (πŸ‘¨β€πŸ’» 64 Β· πŸ”€ 260 Β· πŸ“¦ 62K Β· πŸ“‹ 160 - 6% open Β· ⏱️ 16.08.2023): @@ -2578,46 +2624,46 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge emoji ```
-
python-slugify (πŸ₯ˆ30 Β· ⭐ 1.4K) - Returns unicode slugs. MIT +
inflect (πŸ₯ˆ31 Β· ⭐ 880 Β· πŸ“ˆ) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT -- [GitHub](https://github.com/un33k/python-slugify) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 100 Β· πŸ“‹ 70 - 4% open Β· ⏱️ 25.10.2023): +- [GitHub](https://github.com/jaraco/inflect) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 100 Β· πŸ“‹ 110 - 23% open Β· ⏱️ 08.10.2023): ``` - git clone https://github.com/un33k/python-slugify + git clone https://github.com/jaraco/inflect ``` -- [PyPi](https://pypi.org/project/python-slugify) (πŸ“₯ 13M / month Β· πŸ“¦ 2.9K Β· ⏱️ 24.02.2023): +- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 5.1M / month Β· πŸ“¦ 1K Β· ⏱️ 04.07.2023): ``` - pip install python-slugify + pip install inflect ``` -- [Conda](https://anaconda.org/conda-forge/python-slugify) (πŸ“₯ 1.9M Β· ⏱️ 09.09.2023): +- [Conda](https://anaconda.org/conda-forge/inflect) (πŸ“₯ 350K Β· ⏱️ 04.07.2023): ``` - conda install -c conda-forge python-slugify + conda install -c conda-forge inflect ```
-
phonenumbers (πŸ₯ˆ28 Β· ⭐ 3.3K Β· πŸ“‰) - Python port of Googles libphonenumber. Apache-2 +
python-slugify (πŸ₯‰30 Β· ⭐ 1.4K) - Returns unicode slugs. MIT -- [GitHub](https://github.com/daviddrysdale/python-phonenumbers) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 390 Β· πŸ“‹ 170 - 4% open Β· ⏱️ 31.10.2023): +- [GitHub](https://github.com/un33k/python-slugify) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 100 Β· πŸ“‹ 70 - 4% open Β· ⏱️ 25.10.2023): ``` - git clone https://github.com/daviddrysdale/python-phonenumbers + git clone https://github.com/un33k/python-slugify ``` -- [PyPi](https://pypi.org/project/phonenumbers) (πŸ“₯ 4.9M / month): +- [PyPi](https://pypi.org/project/python-slugify) (πŸ“₯ 13M / month Β· πŸ“¦ 2.9K Β· ⏱️ 24.02.2023): ``` - pip install phonenumbers + pip install python-slugify ``` -- [Conda](https://anaconda.org/conda-forge/phonenumbers) (πŸ“₯ 840K Β· ⏱️ 31.10.2023): +- [Conda](https://anaconda.org/conda-forge/python-slugify) (πŸ“₯ 1.9M Β· ⏱️ 09.09.2023): ``` - conda install -c conda-forge phonenumbers + conda install -c conda-forge python-slugify ```
-
pyahocorasick (πŸ₯ˆ28 Β· ⭐ 840 Β· πŸ’€) - Python module (C extension and plain python) implementing.. BSD-3 +
pyahocorasick (πŸ₯‰28 Β· ⭐ 850 Β· πŸ’€) - Python module (C extension and plain python) implementing.. BSD-3 -- [GitHub](https://github.com/WojciechMula/pyahocorasick) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 120 Β· πŸ“¦ 2.3K Β· πŸ“‹ 130 - 17% open Β· ⏱️ 14.01.2023): +- [GitHub](https://github.com/WojciechMula/pyahocorasick) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 120 Β· πŸ“¦ 2.3K Β· πŸ“‹ 130 - 19% open Β· ⏱️ 14.01.2023): ``` git clone https://github.com/WojciechMula/pyahocorasick ``` -- [PyPi](https://pypi.org/project/pyahocorasick) (πŸ“₯ 580K / month): +- [PyPi](https://pypi.org/project/pyahocorasick) (πŸ“₯ 560K / month Β· πŸ“¦ 120 Β· ⏱️ 14.01.2023): ``` pip install pyahocorasick ``` @@ -2626,22 +2672,6 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pyahocorasick ```
-
inflect (πŸ₯‰26 Β· ⭐ 870) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT - -- [GitHub](https://github.com/jaraco/inflect) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 90 Β· πŸ“‹ 110 - 23% open Β· ⏱️ 08.10.2023): - - ``` - git clone https://github.com/jaraco/inflect - ``` -- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 5.1M / month): - ``` - pip install inflect - ``` -- [Conda](https://anaconda.org/conda-forge/inflect) (πŸ“₯ 350K Β· ⏱️ 04.07.2023): - ``` - conda install -c conda-forge inflect - ``` -
price-parser (πŸ₯‰21 Β· ⭐ 280) - Extract price amount and currency symbol from a raw text string. BSD-3 - [GitHub](https://github.com/scrapinghub/price-parser) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 47 Β· πŸ“¦ 390 Β· πŸ“‹ 36 - 69% open Β· ⏱️ 17.10.2023): @@ -2649,19 +2679,19 @@ _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“₯ 70K / month Β· πŸ“¦ 12 Β· ⏱️ 25.11.2020): +- [PyPi](https://pypi.org/project/price-parser) (πŸ“₯ 65K / month Β· πŸ“¦ 12 Β· ⏱️ 25.11.2020): ``` pip install price-parser ```
coolname (πŸ₯‰21 Β· ⭐ 120 Β· πŸ’€) - Random Name and Slug Generator. BSD-2 -- [GitHub](https://github.com/alexanderlukanin13/coolname) (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 12 Β· πŸ“¦ 1.9K Β· πŸ“‹ 9 - 22% open Β· ⏱️ 09.01.2023): +- [GitHub](https://github.com/alexanderlukanin13/coolname) (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 12 Β· πŸ“¦ 2K Β· πŸ“‹ 9 - 22% open Β· ⏱️ 09.01.2023): ``` git clone https://github.com/alexanderlukanin13/coolname ``` -- [PyPi](https://pypi.org/project/coolname) (πŸ“₯ 350K / month Β· πŸ“¦ 59 Β· ⏱️ 09.01.2023): +- [PyPi](https://pypi.org/project/coolname) (πŸ“₯ 360K / month Β· πŸ“¦ 59 Β· ⏱️ 09.01.2023): ``` pip install coolname ``` @@ -2682,7 +2712,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -πŸ”— best-of-web-python ( ⭐ 2K) - A ranked list of awesome python libraries for web development. Updated.. +πŸ”— best-of-web-python ( ⭐ 2.1K) - A ranked list of awesome python libraries for web development. Updated..
@@ -2694,23 +2724,23 @@ _Libraries for connecting to, operating, and querying databases._
boto3 (πŸ₯‡48 Β· ⭐ 8.4K) - AWS SDK for Python. Apache-2 -- [GitHub](https://github.com/boto/boto3) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.8K Β· πŸ“¦ 380K Β· πŸ“‹ 3.1K - 5% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/boto/boto3) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 1.8K Β· πŸ“¦ 380K Β· πŸ“‹ 3.1K - 5% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/boto/boto3 ``` -- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 900M / month Β· πŸ“¦ 18K Β· ⏱️ 09.11.2023): +- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 890M / month Β· πŸ“¦ 18K Β· ⏱️ 15.11.2023): ``` pip install boto3 ``` -- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 18M Β· ⏱️ 09.11.2023): +- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 18M Β· ⏱️ 15.11.2023): ``` conda install -c conda-forge boto3 ```
SQLAlchemy (πŸ₯‡44 Β· ⭐ 8K) - The Database Toolkit for Python. MIT -- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (πŸ‘¨β€πŸ’» 660 Β· πŸ”€ 1.2K Β· πŸ“₯ 46K Β· πŸ“¦ 660K Β· πŸ“‹ 7.5K - 2% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (πŸ‘¨β€πŸ’» 660 Β· πŸ”€ 1.2K Β· πŸ“₯ 46K Β· πŸ“¦ 670K Β· πŸ“‹ 7.6K - 2% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/sqlalchemy/sqlalchemy @@ -2724,14 +2754,14 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge sqlalchemy ```
-
redis (πŸ₯‡43 Β· ⭐ 12K Β· πŸ“‰) - Redis Python Client. MIT +
redis (πŸ₯‡43 Β· ⭐ 12K) - Redis Python Client. MIT -- [GitHub](https://github.com/redis/redis-py) (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 2.4K Β· πŸ“‹ 1.6K - 11% open Β· ⏱️ 16.10.2023): +- [GitHub](https://github.com/redis/redis-py) (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 2.5K Β· πŸ“‹ 1.6K - 14% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/redis/redis-py ``` -- [PyPi](https://pypi.org/project/redis) (πŸ“₯ 35M / month Β· πŸ“¦ 28K Β· ⏱️ 26.09.2023): +- [PyPi](https://pypi.org/project/redis) (πŸ“₯ 36M / month Β· πŸ“¦ 28K Β· ⏱️ 16.11.2023): ``` pip install redis ``` @@ -2742,12 +2772,12 @@ _Libraries for connecting to, operating, and querying databases._
google-cloud-storage (πŸ₯‡43 Β· ⭐ 4.4K) - Google Cloud Client Library for Python. Apache-2 -- [GitHub](https://github.com/googleapis/google-cloud-python) (πŸ‘¨β€πŸ’» 510 Β· πŸ”€ 1.5K Β· πŸ“‹ 3.8K - 3% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/googleapis/google-cloud-python) (πŸ‘¨β€πŸ’» 510 Β· πŸ”€ 1.5K Β· πŸ“‹ 3.7K - 1% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/googleapis/google-cloud-python ``` -- [PyPi](https://pypi.org/project/google-cloud-storage) (πŸ“₯ 56M / month Β· πŸ“¦ 2K Β· ⏱️ 31.10.2023): +- [PyPi](https://pypi.org/project/google-cloud-storage) (πŸ“₯ 57M / month Β· πŸ“¦ 2K Β· ⏱️ 31.10.2023): ``` pip install google-cloud-storage ``` @@ -2758,12 +2788,12 @@ _Libraries for connecting to, operating, and querying databases._
azure-storage-blob (πŸ₯‡42 Β· ⭐ 3.9K) - This repository is for active development of the Azure SDK.. MIT -- [GitHub](https://github.com/Azure/azure-sdk-for-python) (πŸ‘¨β€πŸ’» 660 Β· πŸ”€ 2.5K Β· πŸ“¦ 2.3K Β· πŸ“‹ 8.8K - 11% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/Azure/azure-sdk-for-python) (πŸ‘¨β€πŸ’» 660 Β· πŸ”€ 2.6K Β· πŸ“¦ 2.3K Β· πŸ“‹ 8.9K - 12% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/Azure/azure-sdk-for-python ``` -- [PyPi](https://pypi.org/project/azure-storage-blob) (πŸ“₯ 44M / month Β· πŸ“¦ 710 Β· ⏱️ 07.11.2023): +- [PyPi](https://pypi.org/project/azure-storage-blob) (πŸ“₯ 45M / month Β· πŸ“¦ 710 Β· ⏱️ 07.11.2023): ``` pip install azure-storage-blob ``` @@ -2783,35 +2813,35 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install peewee ``` -- [Conda](https://anaconda.org/conda-forge/peewee) (πŸ“₯ 570K Β· ⏱️ 13.10.2023): +- [Conda](https://anaconda.org/conda-forge/peewee) (πŸ“₯ 580K Β· ⏱️ 13.10.2023): ``` conda install -c conda-forge peewee ```
-
elasticsearch (πŸ₯‡41 Β· ⭐ 4K Β· πŸ“ˆ) - Official Python client for Elasticsearch. Apache-2 +
elasticsearch (πŸ₯‡41 Β· ⭐ 4K) - Official Python client for Elasticsearch. Apache-2 -- [GitHub](https://github.com/elastic/elasticsearch-py) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.2K Β· πŸ“₯ 3.5K Β· πŸ“¦ 42K Β· πŸ“‹ 1.1K - 5% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/elastic/elasticsearch-py) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.2K Β· πŸ“₯ 3.5K Β· πŸ“¦ 43K Β· πŸ“‹ 1.1K - 5% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/elastic/elasticsearch-py ``` -- [PyPi](https://pypi.org/project/elasticsearch) (πŸ“₯ 15M / month Β· πŸ“¦ 6.1K Β· ⏱️ 13.10.2023): +- [PyPi](https://pypi.org/project/elasticsearch) (πŸ“₯ 16M / month Β· πŸ“¦ 6.1K Β· ⏱️ 13.11.2023): ``` pip install elasticsearch ``` -- [Conda](https://anaconda.org/conda-forge/elasticsearch) (πŸ“₯ 940K Β· ⏱️ 22.09.2023): +- [Conda](https://anaconda.org/conda-forge/elasticsearch) (πŸ“₯ 950K Β· ⏱️ 13.11.2023): ``` conda install -c conda-forge elasticsearch ```
-
PyMySQL (πŸ₯ˆ39 Β· ⭐ 7.4K) - MySQL client library for Python. MIT +
PyMySQL (πŸ₯ˆ40 Β· ⭐ 7.4K) - MySQL client library for Python. MIT -- [GitHub](https://github.com/PyMySQL/PyMySQL) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.4K Β· πŸ“¦ 190K Β· πŸ“‹ 640 - 2% open Β· ⏱️ 14.09.2023): +- [GitHub](https://github.com/PyMySQL/PyMySQL) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.4K Β· πŸ“¦ 190K Β· πŸ“‹ 640 - 2% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/PyMySQL/PyMySQL ``` -- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 46M / month Β· πŸ“¦ 390 Β· ⏱️ 26.06.2023): +- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 43M / month Β· πŸ“¦ 390 Β· ⏱️ 26.06.2023): ``` pip install PyMySQL ``` @@ -2827,7 +2857,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/dpkp/kafka-python ``` -- [PyPi](https://pypi.org/project/kafka-python) (πŸ“₯ 7.1M / month Β· πŸ“¦ 1.4K Β· ⏱️ 30.09.2020): +- [PyPi](https://pypi.org/project/kafka-python) (πŸ“₯ 7.2M / month Β· πŸ“¦ 1.4K Β· ⏱️ 30.09.2020): ``` pip install kafka-python ``` @@ -2836,9 +2866,9 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge kafka-python ```
-
pymongo (πŸ₯ˆ39 Β· ⭐ 3.9K) - PyMongo - the Official MongoDB Python driver. Apache-2 +
pymongo (πŸ₯ˆ39 Β· ⭐ 4K) - PyMongo - the Official MongoDB Python driver. Apache-2 -- [GitHub](https://github.com/mongodb/mongo-python-driver) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.2K Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/mongodb/mongo-python-driver) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.2K Β· ⏱️ 15.11.2023): ``` git clone https://github.com/mongodb/mongo-python-driver @@ -2847,7 +2877,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install pymongo ``` -- [Conda](https://anaconda.org/conda-forge/pymongo) (πŸ“₯ 1.3M Β· ⏱️ 02.11.2023): +- [Conda](https://anaconda.org/conda-forge/pymongo) (πŸ“₯ 1.4M Β· ⏱️ 02.11.2023): ``` conda install -c conda-forge pymongo ``` @@ -2859,7 +2889,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/sqlalchemy/alembic ``` -- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 34M / month Β· πŸ“¦ 12K Β· ⏱️ 26.10.2023): +- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 35M / month Β· πŸ“¦ 12K Β· ⏱️ 26.10.2023): ``` pip install alembic ``` @@ -2875,7 +2905,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/MongoEngine/mongoengine ``` -- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 970K / month Β· πŸ“¦ 3.6K Β· ⏱️ 03.03.2023): +- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 990K / month Β· πŸ“¦ 3.6K Β· ⏱️ 03.03.2023): ``` pip install mongoengine ``` @@ -2886,28 +2916,28 @@ _Libraries for connecting to, operating, and querying databases._
AWS Data Wrangler (πŸ₯ˆ37 Β· ⭐ 3.6K) - pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 -- [GitHub](https://github.com/aws/aws-sdk-pandas) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 630 Β· πŸ“₯ 210K Β· πŸ“¦ 1.3K Β· πŸ“‹ 1K - 3% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/aws/aws-sdk-pandas) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 650 Β· πŸ“₯ 210K Β· πŸ“¦ 1.3K Β· πŸ“‹ 1K - 3% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/awslabs/aws-data-wrangler ``` -- [PyPi](https://pypi.org/project/awswrangler) (πŸ“₯ 34M / month Β· πŸ“¦ 61 Β· ⏱️ 24.10.2023): +- [PyPi](https://pypi.org/project/awswrangler) (πŸ“₯ 34M / month Β· πŸ“¦ 62 Β· ⏱️ 13.11.2023): ``` pip install awswrangler ``` -- [Conda](https://anaconda.org/conda-forge/awswrangler) (πŸ“₯ 440K Β· ⏱️ 25.10.2023): +- [Conda](https://anaconda.org/conda-forge/awswrangler) (πŸ“₯ 440K Β· ⏱️ 13.11.2023): ``` conda install -c conda-forge awswrangler ```
python-bigquery (πŸ₯ˆ37 Β· ⭐ 660) - Google BigQuery API client library. Apache-2 -- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 260 Β· πŸ“¦ 23K Β· πŸ“‹ 630 - 13% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 260 Β· πŸ“¦ 24K Β· πŸ“‹ 630 - 13% open Β· ⏱️ 10.11.2023): ``` git clone https://github.com/googleapis/python-bigquery ``` -- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 34M / month Β· πŸ“¦ 1.1K Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 35M / month Β· πŸ“¦ 1.1K Β· ⏱️ 30.10.2023): ``` pip install google-cloud-bigquery ``` @@ -2918,12 +2948,12 @@ _Libraries for connecting to, operating, and querying databases._
sqlmodel (πŸ₯ˆ36 Β· ⭐ 11K) - SQL databases in Python, designed for simplicity, compatibility, and.. MIT pydantic -- [GitHub](https://github.com/tiangolo/sqlmodel) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 520 Β· πŸ“¦ 8K Β· πŸ“‹ 350 - 56% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/tiangolo/sqlmodel) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 520 Β· πŸ“¦ 8.1K Β· πŸ“‹ 350 - 56% open Β· ⏱️ 08.11.2023): ``` git clone https://github.com/tiangolo/sqlmodel ``` -- [PyPi](https://pypi.org/project/sqlmodel) (πŸ“₯ 590K / month Β· πŸ“¦ 170 Β· ⏱️ 29.10.2023): +- [PyPi](https://pypi.org/project/sqlmodel) (πŸ“₯ 620K / month Β· πŸ“¦ 170 Β· ⏱️ 29.10.2023): ``` pip install sqlmodel ``` @@ -2934,12 +2964,12 @@ _Libraries for connecting to, operating, and querying databases._
Elasticsearch DSL (πŸ₯ˆ36 Β· ⭐ 3.7K) - High level Python client for Elasticsearch. Apache-2 -- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 820 Β· πŸ“₯ 200 Β· πŸ“¦ 9.7K Β· πŸ“‹ 1.3K - 12% open Β· ⏱️ 18.09.2023): +- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 840 Β· πŸ“₯ 200 Β· πŸ“¦ 9.7K Β· πŸ“‹ 1.3K - 11% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/elastic/elasticsearch-dsl-py ``` -- [PyPi](https://pypi.org/project/elasticsearch-dsl) (πŸ“₯ 3.1M / month Β· πŸ“¦ 980 Β· ⏱️ 07.09.2023): +- [PyPi](https://pypi.org/project/elasticsearch-dsl) (πŸ“₯ 3.1M / month Β· πŸ“¦ 980 Β· ⏱️ 13.11.2023): ``` pip install elasticsearch-dsl ``` @@ -2950,7 +2980,7 @@ _Libraries for connecting to, operating, and querying databases._
confluent-kafka-python (πŸ₯ˆ36 Β· ⭐ 3.5K) - Confluents Kafka Python Client. Apache-2 -- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 900 Β· πŸ“¦ 7.6K Β· πŸ“‹ 1.1K - 24% open Β· ⏱️ 25.10.2023): +- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 900 Β· πŸ“¦ 7.7K Β· πŸ“‹ 1.1K - 24% open Β· ⏱️ 25.10.2023): ``` git clone https://github.com/confluentinc/confluent-kafka-python @@ -2959,19 +2989,19 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install confluent-kafka ``` -- [Conda](https://anaconda.org/conda-forge/python-confluent-kafka) (πŸ“₯ 790K Β· ⏱️ 25.09.2023): +- [Conda](https://anaconda.org/conda-forge/python-confluent-kafka) (πŸ“₯ 800K Β· ⏱️ 25.09.2023): ``` conda install -c conda-forge python-confluent-kafka ```
Ibis (πŸ₯ˆ36 Β· ⭐ 3.2K) - The flexibility of Python with the scale and performance of modern SQL. Apache-2 -- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 450 Β· πŸ“₯ 100 Β· πŸ“¦ 690 Β· πŸ“‹ 2.4K - 4% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 450 Β· πŸ“₯ 100 Β· πŸ“¦ 710 Β· πŸ“‹ 2.4K - 4% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/ibis-project/ibis ``` -- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 100K / month Β· πŸ“¦ 53 Β· ⏱️ 05.11.2023): +- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 110K / month Β· πŸ“¦ 53 Β· ⏱️ 12.11.2023): ``` pip install ibis-framework ``` @@ -2980,6 +3010,22 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge ibis-framework ```
+
mysqlclient (πŸ₯ˆ35 Β· ⭐ 2.3K) - MySQL database connector for Python (with Python 3 support). ❗️GPL-2.0 + +- [GitHub](https://github.com/PyMySQL/mysqlclient) (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 440 Β· πŸ“₯ 5.3K Β· πŸ“¦ 140K Β· πŸ“‹ 330 - 3% open Β· ⏱️ 15.11.2023): + + ``` + git clone https://github.com/PyMySQL/mysqlclient + ``` +- [PyPi](https://pypi.org/project/mysqlclient) (πŸ“₯ 5.1M / month Β· πŸ“¦ 7.2K Β· ⏱️ 22.06.2023): + ``` + pip install mysqlclient + ``` +- [Conda](https://anaconda.org/conda-forge/mysqlclient) (πŸ“₯ 310K Β· ⏱️ 24.09.2023): + ``` + conda install -c conda-forge mysqlclient + ``` +
libcloud (πŸ₯ˆ35 Β· ⭐ 2K) - Apache Libcloud is a Python library which hides differences between.. Apache-2 - [GitHub](https://github.com/apache/libcloud) (πŸ‘¨β€πŸ’» 470 Β· πŸ”€ 930 Β· πŸ“‹ 200 - 37% open Β· ⏱️ 28.10.2023): @@ -2987,19 +3033,19 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/apache/libcloud ``` -- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 200K / month Β· πŸ“¦ 860 Β· ⏱️ 10.08.2023): +- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 210K / month Β· πŸ“¦ 860 Β· ⏱️ 10.08.2023): ``` pip install apache-libcloud ```
SQLAlchemy-Utils (πŸ₯ˆ35 Β· ⭐ 1.2K) - Various utility functions and datatypes for SQLAlchemy. BSD-3 -- [GitHub](https://github.com/kvesteri/sqlalchemy-utils) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 310 Β· πŸ“¦ 26K Β· πŸ“‹ 420 - 43% open Β· ⏱️ 29.06.2023): +- [GitHub](https://github.com/kvesteri/sqlalchemy-utils) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 310 Β· πŸ“¦ 26K Β· πŸ“‹ 430 - 44% open Β· ⏱️ 29.06.2023): ``` git clone https://github.com/kvesteri/sqlalchemy-utils ``` -- [PyPi](https://pypi.org/project/sqlalchemy-utils) (πŸ“₯ 5.1M / month Β· πŸ“¦ 2.1K Β· ⏱️ 27.04.2023): +- [PyPi](https://pypi.org/project/sqlalchemy-utils) (πŸ“₯ 5.2M / month Β· πŸ“¦ 2.1K Β· ⏱️ 27.04.2023): ``` pip install sqlalchemy-utils ``` @@ -3008,25 +3054,9 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge sqlalchemy-utils ```
-
s3transfer (πŸ₯ˆ35 Β· ⭐ 180) - Amazon S3 Transfer Manager for Python. Apache-2 - -- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 120 Β· πŸ“¦ 250K Β· πŸ“‹ 81 - 56% open Β· ⏱️ 20.10.2023): - - ``` - git clone https://github.com/boto/s3transfer - ``` -- [PyPi](https://pypi.org/project/s3transfer) (πŸ“₯ 280M / month Β· πŸ“¦ 4.4K Β· ⏱️ 26.09.2023): - ``` - pip install s3transfer - ``` -- [Conda](https://anaconda.org/conda-forge/s3transfer) (πŸ“₯ 17M Β· ⏱️ 26.09.2023): - ``` - conda install -c conda-forge s3transfer - ``` -
Prometheus Client (πŸ₯ˆ34 Β· ⭐ 3.6K) - Prometheus instrumentation library for Python.. Apache-2 -- [GitHub](https://github.com/prometheus/client_python) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 790 Β· πŸ“‹ 510 - 18% open Β· ⏱️ 06.11.2023): +- [GitHub](https://github.com/prometheus/client_python) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 790 Β· πŸ“‹ 510 - 18% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/prometheus/client_python @@ -3035,7 +3065,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install prometheus_client ``` -- [Conda](https://anaconda.org/conda-forge/prometheus_client) (πŸ“₯ 15M Β· ⏱️ 30.10.2023): +- [Conda](https://anaconda.org/conda-forge/prometheus_client) (πŸ“₯ 15M Β· ⏱️ 14.11.2023): ``` conda install -c conda-forge prometheus_client ``` @@ -3047,7 +3077,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/ponyorm/pony ``` -- [PyPi](https://pypi.org/project/pony) (πŸ“₯ 130K / month Β· πŸ“¦ 360 Β· ⏱️ 25.09.2023): +- [PyPi](https://pypi.org/project/pony) (πŸ“₯ 120K / month Β· πŸ“¦ 360 Β· ⏱️ 25.09.2023): ``` pip install pony ``` @@ -3056,41 +3086,41 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pony ```
-
mysqlclient (πŸ₯ˆ34 Β· ⭐ 2.3K) - MySQL database connector for Python (with Python 3 support). ❗️GPL-2.0 +
Motor (πŸ₯ˆ34 Β· ⭐ 2.2K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2 -- [GitHub](https://github.com/PyMySQL/mysqlclient) (πŸ‘¨β€πŸ’» 82 Β· πŸ”€ 440 Β· πŸ“₯ 5.3K Β· πŸ“¦ 140K Β· πŸ“‹ 330 - 3% open Β· ⏱️ 12.09.2023): +- [GitHub](https://github.com/mongodb/motor) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 210 Β· πŸ“¦ 75K Β· ⏱️ 14.11.2023): ``` - git clone https://github.com/PyMySQL/mysqlclient + git clone https://github.com/mongodb/motor ``` -- [PyPi](https://pypi.org/project/mysqlclient) (πŸ“₯ 5.1M / month Β· πŸ“¦ 7.2K Β· ⏱️ 22.06.2023): +- [PyPi](https://pypi.org/project/motor) (πŸ“₯ 1.3M / month Β· πŸ“¦ 1.2K Β· ⏱️ 14.11.2023): ``` - pip install mysqlclient + pip install motor ``` -- [Conda](https://anaconda.org/conda-forge/mysqlclient) (πŸ“₯ 310K Β· ⏱️ 24.09.2023): +- [Conda](https://anaconda.org/conda-forge/motor) (πŸ“₯ 62K Β· ⏱️ 15.11.2023): ``` - conda install -c conda-forge mysqlclient + conda install -c conda-forge motor ```
-
Motor (πŸ₯ˆ34 Β· ⭐ 2.2K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2 +
Cassandra Driver (πŸ₯ˆ34 Β· ⭐ 1.4K) - DataStax Python Driver for Apache Cassandra. Apache-2 -- [GitHub](https://github.com/mongodb/motor) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 200 Β· πŸ“¦ 74K Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/datastax/python-driver) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 550 Β· πŸ“¦ 5.7K Β· ⏱️ 13.11.2023): ``` - git clone https://github.com/mongodb/motor + git clone https://github.com/datastax/python-driver ``` -- [PyPi](https://pypi.org/project/motor) (πŸ“₯ 1.3M / month Β· πŸ“¦ 1.2K Β· ⏱️ 31.08.2023): +- [PyPi](https://pypi.org/project/cassandra-driver) (πŸ“₯ 1.7M / month Β· πŸ“¦ 700 Β· ⏱️ 06.06.2023): ``` - pip install motor + pip install cassandra-driver ``` -- [Conda](https://anaconda.org/conda-forge/motor) (πŸ“₯ 62K Β· ⏱️ 01.09.2023): +- [Conda](https://anaconda.org/conda-forge/cassandra-driver) (πŸ“₯ 190K Β· ⏱️ 07.10.2023): ``` - conda install -c conda-forge motor + conda install -c conda-forge cassandra-driver ```
s3fs (πŸ₯ˆ34 Β· ⭐ 750) - S3 Filesystem. BSD-3 -- [GitHub](https://github.com/fsspec/s3fs) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 250 Β· πŸ“¦ 15K Β· πŸ“‹ 430 - 28% open Β· ⏱️ 21.10.2023): +- [GitHub](https://github.com/fsspec/s3fs) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 250 Β· πŸ“¦ 15K Β· πŸ“‹ 430 - 28% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/fsspec/s3fs @@ -3106,12 +3136,12 @@ _Libraries for connecting to, operating, and querying databases._
minio (πŸ₯ˆ34 Β· ⭐ 700) - MinIO Client SDK for Python. Apache-2 -- [GitHub](https://github.com/minio/minio-py) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 290 Β· πŸ“¦ 5.7K Β· πŸ“‹ 520 - 1% open Β· ⏱️ 01.11.2023): +- [GitHub](https://github.com/minio/minio-py) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 290 Β· πŸ“¦ 5.7K Β· πŸ“‹ 530 - 2% open Β· ⏱️ 10.11.2023): ``` git clone https://github.com/minio/minio-py ``` -- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 1.8M / month Β· πŸ“¦ 460 Β· ⏱️ 25.09.2023): +- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 1.8M / month Β· πŸ“¦ 460 Β· ⏱️ 10.11.2023): ``` pip install minio ``` @@ -3120,14 +3150,30 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge minio ```
+
s3transfer (πŸ₯ˆ34 Β· ⭐ 180) - Amazon S3 Transfer Manager for Python. Apache-2 + +- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 120 Β· πŸ“¦ 260K Β· πŸ“‹ 81 - 56% open Β· ⏱️ 20.10.2023): + + ``` + git clone https://github.com/boto/s3transfer + ``` +- [PyPi](https://pypi.org/project/s3transfer) (πŸ“₯ 290M / month Β· πŸ“¦ 4.4K Β· ⏱️ 26.09.2023): + ``` + pip install s3transfer + ``` +- [Conda](https://anaconda.org/conda-forge/s3transfer) (πŸ“₯ 17M Β· ⏱️ 26.09.2023): + ``` + conda install -c conda-forge s3transfer + ``` +
tortoise-orm (πŸ₯‰33 Β· ⭐ 3.9K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2 -- [GitHub](https://github.com/tortoise/tortoise-orm) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 330 Β· πŸ“₯ 13 Β· πŸ“¦ 6.5K Β· πŸ“‹ 990 - 49% open Β· ⏱️ 05.11.2023): +- [GitHub](https://github.com/tortoise/tortoise-orm) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 340 Β· πŸ“₯ 13 Β· πŸ“¦ 6.6K Β· πŸ“‹ 990 - 49% open Β· ⏱️ 05.11.2023): ``` git clone https://github.com/tortoise/tortoise-orm ``` -- [PyPi](https://pypi.org/project/tortoise-orm) (πŸ“₯ 110K / month Β· πŸ“¦ 93 Β· ⏱️ 11.08.2023): +- [PyPi](https://pypi.org/project/tortoise-orm) (πŸ“₯ 120K / month Β· πŸ“¦ 93 Β· ⏱️ 11.08.2023): ``` pip install tortoise-orm ``` @@ -3143,7 +3189,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/encode/databases ``` -- [PyPi](https://pypi.org/project/databases) (πŸ“₯ 340K / month Β· πŸ“¦ 120 Β· ⏱️ 28.08.2023): +- [PyPi](https://pypi.org/project/databases) (πŸ“₯ 330K / month Β· πŸ“¦ 120 Β· ⏱️ 28.08.2023): ``` pip install databases ``` @@ -3159,34 +3205,18 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/kayak/pypika ``` -- [PyPi](https://pypi.org/project/pypika) (πŸ“₯ 2.4M / month Β· πŸ“¦ 96 Β· ⏱️ 15.03.2022): +- [PyPi](https://pypi.org/project/pypika) (πŸ“₯ 2.3M / month Β· πŸ“¦ 97 Β· ⏱️ 15.03.2022): ``` pip install pypika ``` -- [Conda](https://anaconda.org/conda-forge/pypika) (πŸ“₯ 5.1K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/pypika) (πŸ“₯ 5.3K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge pypika ```
-
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”€ 550 Β· πŸ“¦ 5.7K Β· ⏱️ 06.11.2023): - - ``` - git clone https://github.com/datastax/python-driver - ``` -- [PyPi](https://pypi.org/project/cassandra-driver) (πŸ“₯ 1.6M / month Β· πŸ“¦ 700 Β· ⏱️ 06.06.2023): - ``` - pip install cassandra-driver - ``` -- [Conda](https://anaconda.org/conda-forge/cassandra-driver) (πŸ“₯ 190K Β· ⏱️ 07.10.2023): - ``` - conda install -c conda-forge cassandra-driver - ``` -
neo4j-driver (πŸ₯‰33 Β· ⭐ 840) - Neo4j Bolt driver for Python. Apache-2 -- [GitHub](https://github.com/neo4j/neo4j-python-driver) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 200 Β· πŸ“¦ 7.4K Β· πŸ“‹ 230 - 1% open Β· ⏱️ 06.11.2023): +- [GitHub](https://github.com/neo4j/neo4j-python-driver) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 200 Β· πŸ“¦ 7.5K Β· πŸ“‹ 230 - 1% open Β· ⏱️ 09.11.2023): ``` git clone https://github.com/neo4j/neo4j-python-driver @@ -3207,7 +3237,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/pudo/dataset ``` -- [PyPi](https://pypi.org/project/dataset) (πŸ“₯ 190K / month Β· πŸ“¦ 580 Β· ⏱️ 12.07.2023): +- [PyPi](https://pypi.org/project/dataset) (πŸ“₯ 200K / month Β· πŸ“¦ 580 Β· ⏱️ 12.07.2023): ``` pip install dataset ``` @@ -3228,14 +3258,30 @@ _Libraries for connecting to, operating, and querying databases._ pip install pygsheets ```
-
pandas-gbq (πŸ₯‰32 Β· ⭐ 390) - Google BigQuery connector for pandas. BSD-3 +
cx-Oracle (πŸ₯‰32 Β· ⭐ 860) - Python interface to Oracle Database now superseded by python-oracledb. BSD-3 + +- [GitHub](https://github.com/oracle/python-cx_Oracle) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 360 Β· πŸ“¦ 7.8K Β· πŸ“‹ 640 - 5% open Β· ⏱️ 17.08.2023): + + ``` + git clone https://github.com/oracle/python-cx_Oracle + ``` +- [PyPi](https://pypi.org/project/cx-Oracle) (πŸ“₯ 3M / month Β· πŸ“¦ 320 Β· ⏱️ 15.12.2021): + ``` + pip install cx-Oracle + ``` +- [Conda](https://anaconda.org/conda-forge/cx_oracle) (πŸ“₯ 500K Β· ⏱️ 24.09.2023): + ``` + conda install -c conda-forge cx_oracle + ``` +
+
pandas-gbq (πŸ₯‰32 Β· ⭐ 400) - Google BigQuery connector for pandas. BSD-3 -- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 120 Β· πŸ“₯ 350 Β· πŸ“¦ 8.3K Β· πŸ“‹ 340 - 16% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 120 Β· πŸ“₯ 350 Β· πŸ“¦ 8.4K Β· πŸ“‹ 340 - 16% open Β· ⏱️ 10.11.2023): ``` git clone https://github.com/googleapis/python-bigquery-pandas ``` -- [PyPi](https://pypi.org/project/pandas-gbq) (πŸ“₯ 7.3M / month Β· πŸ“¦ 330 Β· ⏱️ 10.05.2023): +- [PyPi](https://pypi.org/project/pandas-gbq) (πŸ“₯ 7.5M / month Β· πŸ“¦ 330 Β· ⏱️ 10.05.2023): ``` pip install pandas-gbq ``` @@ -3276,22 +3322,6 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge influxdb ```
-
cx-Oracle (πŸ₯‰31 Β· ⭐ 860) - Python interface to Oracle Database now superseded by python-oracledb. BSD-3 - -- [GitHub](https://github.com/oracle/python-cx_Oracle) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 360 Β· πŸ“¦ 7.8K Β· πŸ“‹ 640 - 5% open Β· ⏱️ 17.08.2023): - - ``` - git clone https://github.com/oracle/python-cx_Oracle - ``` -- [PyPi](https://pypi.org/project/cx-Oracle) (πŸ“₯ 3M / month Β· πŸ“¦ 320 Β· ⏱️ 15.12.2021): - ``` - pip install cx-Oracle - ``` -- [Conda](https://anaconda.org/conda-forge/cx_oracle) (πŸ“₯ 500K Β· ⏱️ 24.09.2023): - ``` - conda install -c conda-forge cx_oracle - ``` -
prisma (πŸ₯‰30 Β· ⭐ 1.4K) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2 - [GitHub](https://github.com/RobertCraigie/prisma-client-py) (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 62 Β· πŸ“¦ 2.5K Β· πŸ“‹ 360 - 51% open Β· ⏱️ 23.10.2023): @@ -3299,19 +3329,19 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/RobertCraigie/prisma-client-py ``` -- [PyPi](https://pypi.org/project/prisma) (πŸ“₯ 74K / month Β· πŸ“¦ 15 Β· ⏱️ 22.10.2023): +- [PyPi](https://pypi.org/project/prisma) (πŸ“₯ 72K / month Β· πŸ“¦ 15 Β· ⏱️ 22.10.2023): ``` pip install prisma ```
pysolr (πŸ₯‰30 Β· ⭐ 650) - Pysolr Python Solr client. BSD-3 -- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 360 Β· πŸ“¦ 3.2K Β· πŸ“‹ 150 - 17% open Β· ⏱️ 30.10.2023): +- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 360 Β· πŸ“¦ 3.2K Β· πŸ“‹ 150 - 17% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/django-haystack/pysolr ``` -- [PyPi](https://pypi.org/project/pysolr) (πŸ“₯ 310K / month Β· πŸ“¦ 1.3K Β· ⏱️ 13.10.2023): +- [PyPi](https://pypi.org/project/pysolr) (πŸ“₯ 300K / month Β· πŸ“¦ 1.3K Β· ⏱️ 13.10.2023): ``` pip install pysolr ``` @@ -3338,17 +3368,17 @@ _Libraries for connecting to, operating, and querying databases._
piccolos (πŸ₯‰29 Β· ⭐ 1.2K) - A fast, user friendly ORM and query builder which supports asyncio. MIT -- [GitHub](https://github.com/piccolo-orm/piccolo) (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 76 Β· πŸ“¦ 300 Β· πŸ“‹ 350 - 30% open Β· ⏱️ 07.11.2023): +- [GitHub](https://github.com/piccolo-orm/piccolo) (πŸ‘¨β€πŸ’» 42 Β· πŸ”€ 77 Β· πŸ“¦ 300 Β· πŸ“‹ 350 - 30% open Β· ⏱️ 10.11.2023): ``` git clone https://github.com/piccolo-orm/piccolo ``` -- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 21K / month Β· πŸ“¦ 10 Β· ⏱️ 03.11.2023): +- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 22K / month Β· πŸ“¦ 10 Β· ⏱️ 10.11.2023): ``` pip install piccolo ```
-
ODMantic (πŸ₯‰25 Β· ⭐ 850) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC +
ODMantic (πŸ₯‰24 Β· ⭐ 850) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC - [GitHub](https://github.com/art049/odmantic) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 78 Β· πŸ“¦ 3.1K Β· πŸ“‹ 150 - 47% open Β· ⏱️ 03.11.2023): @@ -3362,41 +3392,41 @@ _Libraries for connecting to, operating, and querying databases._
filedepot (πŸ₯‰24 Β· ⭐ 150) - Toolkit for storing files and attachments in web applications. MIT -- [GitHub](https://github.com/amol-/depot) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 40 Β· πŸ“¦ 930 Β· πŸ“‹ 45 - 17% open Β· ⏱️ 15.06.2023): +- [GitHub](https://github.com/amol-/depot) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 40 Β· πŸ“¦ 940 Β· πŸ“‹ 45 - 17% open Β· ⏱️ 15.06.2023): ``` git clone https://github.com/amol-/depot ``` -- [PyPi](https://pypi.org/project/filedepot) (πŸ“₯ 14K / month Β· πŸ“¦ 47 Β· ⏱️ 11.12.2022): +- [PyPi](https://pypi.org/project/filedepot) (πŸ“₯ 13K / month Β· πŸ“¦ 47 Β· ⏱️ 11.12.2022): ``` pip install filedepot ```
-
aioprometheus (πŸ₯‰20 Β· ⭐ 150 Β· πŸ’€) - A Prometheus Python client library for asyncio-based.. MIT +
psycopg3 (πŸ₯‰19 Β· ⭐ 1.3K) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0 -- [GitHub](https://github.com/claws/aioprometheus) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 18 Β· πŸ“¦ 160 Β· πŸ“‹ 31 - 25% open Β· ⏱️ 14.03.2023): +- [GitHub](https://github.com/psycopg/psycopg) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 130 Β· πŸ“‹ 380 - 10% open Β· ⏱️ 16.11.2023): ``` - git clone https://github.com/claws/aioprometheus - ``` -- [PyPi](https://pypi.org/project/aioprometheus) (πŸ“₯ 56K / month Β· πŸ“¦ 12 Β· ⏱️ 24.05.2022): - ``` - pip install aioprometheus + git clone https://github.com/psycopg/psycopg ```
-
psycopg3 (πŸ₯‰19 Β· ⭐ 1.3K) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0 +
aioprometheus (πŸ₯‰19 Β· ⭐ 150 Β· πŸ’€) - A Prometheus Python client library for asyncio-based.. MIT -- [GitHub](https://github.com/psycopg/psycopg) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 130 Β· πŸ“‹ 380 - 11% open Β· ⏱️ 02.11.2023): +- [GitHub](https://github.com/claws/aioprometheus) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 18 Β· πŸ“¦ 160 Β· πŸ“‹ 31 - 25% open Β· ⏱️ 14.03.2023): ``` - git clone https://github.com/psycopg/psycopg + git clone https://github.com/claws/aioprometheus + ``` +- [PyPi](https://pypi.org/project/aioprometheus) (πŸ“₯ 65K / month): + ``` + pip install aioprometheus ```
Show 18 hidden projects... - psycopg2 (πŸ₯ˆ39 Β· ⭐ 3.1K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution - pyodbc (πŸ₯ˆ37 Β· ⭐ 2.8K) - Python ODBC bridge. ❗️MIT-0 -- google-cloud-bigtable (πŸ₯‰30 Β· ⭐ 57) - Google Cloud Bigtable API client library. Apache-2 +- google-cloud-bigtable (πŸ₯‰31 Β· ⭐ 57) - Google Cloud Bigtable API client library. Apache-2 - redis-py-cluster (πŸ₯‰29 Β· ⭐ 1.1K Β· πŸ’€) - Python cluster client for the official redis cluster... MIT - gino (πŸ₯‰28 Β· ⭐ 2.6K Β· πŸ’€) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3 - mongo-connector (πŸ₯‰27 Β· ⭐ 1.9K Β· πŸ’€) - MongoDB data stream pipeline tools by YouGov (adopted.. Apache-2 @@ -3404,14 +3434,14 @@ _Libraries for connecting to, operating, and querying databases._ - HappyBase (πŸ₯‰26 Β· ⭐ 600 Β· πŸ’€) - A developer-friendly Python library to interact with Apache HBase. MIT - umongo (πŸ₯‰25 Β· ⭐ 440 Β· πŸ’€) - sync/async MongoDB ODM, yes. MIT - pyhdb (πŸ₯‰24 Β· ⭐ 310 Β· πŸ’€) - SAP HANA Connector in pure Python. Apache-2 -- py2neo (πŸ₯‰22 Β· ⭐ 3) - EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2 +- py2neo (πŸ₯‰22 Β· ⭐ 4) - EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2 - db.py (πŸ₯‰21 Β· ⭐ 1.2K Β· πŸ’€) - db.py is an easier way to interact with your databases. BSD-2 - PyMODM (πŸ₯‰21 Β· ⭐ 350 Β· πŸ’€) - A Pythonic, object-oriented interface for working with MongoDB. Apache-2 - gsheets-db-api (πŸ₯‰21 Β· ⭐ 200 Β· πŸ’€) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT - Queries (πŸ₯‰19 Β· ⭐ 260 Β· πŸ’€) - PostgreSQL database access simplified. BSD-3 - PugSQL (πŸ₯‰18 Β· ⭐ 640 Β· πŸ’€) - A HugSQL-inspired database library for Python. 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 -- SuperSQLite (πŸ₯‰14 Β· ⭐ 720 Β· πŸ’€) - A supercharged SQLite library for Python. MIT

@@ -3423,12 +3453,12 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
Datasets (πŸ₯‡43 Β· ⭐ 18K) - The largest hub of ready-to-use datasets for ML models with fast,.. Apache-2 -- [GitHub](https://github.com/huggingface/datasets) (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 2.3K Β· πŸ“¦ 29K Β· πŸ“‹ 2.5K - 23% open Β· ⏱️ 07.11.2023): +- [GitHub](https://github.com/huggingface/datasets) (πŸ‘¨β€πŸ’» 540 Β· πŸ”€ 2.4K Β· πŸ“¦ 29K Β· πŸ“‹ 2.6K - 24% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/huggingface/datasets ``` -- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 6.4M / month Β· πŸ“¦ 730 Β· ⏱️ 23.10.2023): +- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 5.7M / month Β· πŸ“¦ 750 Β· ⏱️ 16.11.2023): ``` pip install datasets ``` @@ -3437,25 +3467,25 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge datasets ```
-
Faker (πŸ₯‡43 Β· ⭐ 16K) - Faker is a Python package that generates fake data for you. MIT +
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’» 550 Β· πŸ”€ 1.8K Β· πŸ“¦ 180K Β· πŸ“‹ 680 - 3% open Β· ⏱️ 01.11.2023): +- [GitHub](https://github.com/joke2k/faker) (πŸ‘¨β€πŸ’» 550 Β· πŸ”€ 1.8K Β· πŸ“¦ 190K Β· πŸ“‹ 680 - 3% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/joke2k/faker ``` -- [PyPi](https://pypi.org/project/Faker) (πŸ“₯ 11M / month Β· πŸ“¦ 3.2K Β· ⏱️ 01.11.2023): +- [PyPi](https://pypi.org/project/Faker) (πŸ“₯ 11M / month Β· πŸ“¦ 3.2K Β· ⏱️ 14.11.2023): ``` pip install Faker ``` -- [Conda](https://anaconda.org/conda-forge/faker) (πŸ“₯ 870K Β· ⏱️ 01.11.2023): +- [Conda](https://anaconda.org/conda-forge/faker) (πŸ“₯ 870K Β· ⏱️ 15.11.2023): ``` conda install -c conda-forge faker ```
Tablib (πŸ₯‡37 Β· ⭐ 4.3K) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT -- [GitHub](https://github.com/jazzband/tablib) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 590 Β· πŸ“¦ 85K Β· πŸ“‹ 250 - 12% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/jazzband/tablib) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 580 Β· πŸ“¦ 86K Β· πŸ“‹ 250 - 12% open Β· ⏱️ 08.11.2023): ``` git clone https://github.com/jazzband/tablib @@ -3549,36 +3579,36 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge smart_open ```
-
gdown (πŸ₯ˆ31 Β· ⭐ 3.4K Β· πŸ’€) - Download a large file from Google Drive (curl/wget fails because of the.. MIT +
pandas-datareader (πŸ₯ˆ33 Β· ⭐ 2.7K Β· πŸ“ˆ) - Extract data from a wide range of Internet sources.. BSD-3 -- [GitHub](https://github.com/wkentaro/gdown) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 290 Β· πŸ“¦ 22K Β· πŸ“‹ 140 - 10% open Β· ⏱️ 22.04.2023): +- [GitHub](https://github.com/pydata/pandas-datareader) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 660 Β· πŸ“¦ 21K Β· πŸ“‹ 540 - 26% open Β· ⏱️ 24.10.2023): ``` - git clone https://github.com/wkentaro/gdown + git clone https://github.com/pydata/pandas-datareader ``` -- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 1.5M / month Β· πŸ“¦ 410 Β· ⏱️ 18.10.2022): +- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 400K / month Β· πŸ“¦ 850 Β· ⏱️ 13.07.2021): ``` - pip install gdown + pip install pandas-datareader ``` -- [Conda](https://anaconda.org/conda-forge/gdown) (πŸ“₯ 240K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/pandas-datareader) (πŸ“₯ 340K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge gdown + conda install -c conda-forge pandas-datareader ```
-
pandas-datareader (πŸ₯ˆ30 Β· ⭐ 2.7K) - Extract data from a wide range of Internet sources into a.. BSD-3 +
gdown (πŸ₯ˆ31 Β· ⭐ 3.4K Β· πŸ’€) - Download a large file from Google Drive (curl/wget fails because of the.. MIT -- [GitHub](https://github.com/pydata/pandas-datareader) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 660 Β· πŸ“‹ 540 - 26% open Β· ⏱️ 24.10.2023): +- [GitHub](https://github.com/wkentaro/gdown) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 290 Β· πŸ“¦ 23K Β· πŸ“‹ 140 - 10% open Β· ⏱️ 22.04.2023): ``` - git clone https://github.com/pydata/pandas-datareader + git clone https://github.com/wkentaro/gdown ``` -- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 400K / month Β· πŸ“¦ 850 Β· ⏱️ 13.07.2021): +- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 1.6M / month Β· πŸ“¦ 410 Β· ⏱️ 18.10.2022): ``` - pip install pandas-datareader + pip install gdown ``` -- [Conda](https://anaconda.org/conda-forge/pandas-datareader) (πŸ“₯ 330K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/gdown) (πŸ“₯ 240K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge pandas-datareader + conda install -c conda-forge gdown ```
snorkel (πŸ₯‰29 Β· ⭐ 5.6K) - A system for quickly generating training data with weak supervision. Apache-2 @@ -3588,7 +3618,7 @@ _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“₯ 27K / month Β· πŸ“¦ 12 Β· ⏱️ 29.07.2022): +- [PyPi](https://pypi.org/project/snorkel) (πŸ“₯ 28K / month Β· πŸ“¦ 13 Β· ⏱️ 29.07.2022): ``` pip install snorkel ``` @@ -3599,12 +3629,12 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
Intake (πŸ₯‰29 Β· ⭐ 940) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2 -- [GitHub](https://github.com/intake/intake) (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 130 Β· πŸ“¦ 1.7K Β· πŸ“‹ 360 - 29% open Β· ⏱️ 10.10.2023): +- [GitHub](https://github.com/intake/intake) (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 140 Β· πŸ“¦ 1.7K Β· πŸ“‹ 360 - 29% open Β· ⏱️ 10.10.2023): ``` git clone https://github.com/intake/intake ``` -- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 43K / month Β· πŸ“¦ 120 Β· ⏱️ 29.05.2023): +- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 46K / month Β· πŸ“¦ 120 Β· ⏱️ 29.05.2023): ``` pip install intake ``` @@ -3615,12 +3645,12 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
img2dataset (πŸ₯‰27 Β· ⭐ 2.8K) - Easily turn large sets of image urls to an image dataset. Can.. MIT -- [GitHub](https://github.com/rom1504/img2dataset) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 260 Β· πŸ“₯ 1.4K Β· πŸ“¦ 83 Β· πŸ“‹ 220 - 46% open Β· ⏱️ 12.10.2023): +- [GitHub](https://github.com/rom1504/img2dataset) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 260 Β· πŸ“₯ 1.4K Β· πŸ“¦ 84 Β· πŸ“‹ 220 - 46% open Β· ⏱️ 12.10.2023): ``` git clone https://github.com/rom1504/img2dataset ``` -- [PyPi](https://pypi.org/project/img2dataset) (πŸ“₯ 56K / month Β· πŸ“¦ 2 Β· ⏱️ 20.08.2023): +- [PyPi](https://pypi.org/project/img2dataset) (πŸ“₯ 54K / month Β· πŸ“¦ 2 Β· ⏱️ 20.08.2023): ``` pip install img2dataset ``` @@ -3632,7 +3662,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/camelot-dev/camelot ``` -- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 5.9K / month Β· πŸ“¦ 10 Β· ⏱️ 11.04.2013): +- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 5.8K / month Β· πŸ“¦ 10 Β· ⏱️ 11.04.2013): ``` pip install camelot ``` @@ -3644,19 +3674,19 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/turicas/rows ``` -- [PyPi](https://pypi.org/project/rows) (πŸ“₯ 840 / month Β· πŸ“¦ 29 Β· ⏱️ 14.02.2019): +- [PyPi](https://pypi.org/project/rows) (πŸ“₯ 900 / month Β· πŸ“¦ 29 Β· ⏱️ 14.02.2019): ``` pip install rows ```
Upgini (πŸ₯‰21 Β· ⭐ 250) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3 -- [GitHub](https://github.com/upgini/upgini) (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 21 Β· πŸ“¦ 4 Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/upgini/upgini) (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 21 Β· πŸ“¦ 4 Β· ⏱️ 15.11.2023): ``` git clone https://github.com/upgini/upgini ``` -- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 3.2K / month Β· ⏱️ 09.11.2023): +- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 3K / month Β· ⏱️ 15.11.2023): ``` pip install upgini ``` @@ -3668,19 +3698,19 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/camelot-dev/excalibur ``` -- [PyPi](https://pypi.org/project/excalibur-py) (πŸ“₯ 1.2K / month Β· ⏱️ 21.03.2020): +- [PyPi](https://pypi.org/project/excalibur-py) (πŸ“₯ 1.3K / month Β· ⏱️ 21.03.2020): ``` pip install excalibur-py ```
-
Squirrel (πŸ₯‰15 Β· ⭐ 270) - A Python library that enables ML teams to share, load, and transform.. Apache-2 +
Squirrel (πŸ₯‰16 Β· ⭐ 270) - A Python library that enables ML teams to share, load, and transform.. Apache-2 -- [GitHub](https://github.com/merantix-momentum/squirrel-core) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 6 Β· πŸ“¦ 2 Β· πŸ“‹ 14 - 64% open Β· ⏱️ 23.10.2023): +- [GitHub](https://github.com/merantix-momentum/squirrel-core) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 6 Β· πŸ“¦ 2 Β· πŸ“‹ 13 - 61% open Β· ⏱️ 10.11.2023): ``` git clone https://github.com/merantix-momentum/squirrel-core ``` -- [PyPi](https://pypi.org/project/squirrel-core) (πŸ“₯ 820 / month Β· ⏱️ 07.11.2023): +- [PyPi](https://pypi.org/project/squirrel-core) (πŸ“₯ 1K / month Β· ⏱️ 10.11.2023): ``` pip install squirrel-core ``` @@ -3694,7 +3724,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s - xlrd (πŸ₯ˆ32 Β· ⭐ 2.1K Β· πŸ’€) - Please use openpyxl where you can... BSD-3 - SDV (πŸ₯ˆ31 Β· ⭐ 1.7K) - Synthetic data generation for tabular data. ❗️SSPL-1.0 - PDFMiner (πŸ₯‰29 Β· ⭐ 5.1K Β· πŸ’€) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT -- textract (πŸ₯‰27 Β· ⭐ 3.6K Β· πŸ’€) - extract text from any document. no muss. no fuss. MIT +- textract (πŸ₯‰27 Β· ⭐ 3.7K Β· πŸ’€) - extract text from any document. no muss. no fuss. MIT - tabulator-py (πŸ₯‰27 Β· ⭐ 230 Β· πŸ’€) - Python library for reading and writing tabular data via streams. MIT - Singer (πŸ₯‰25 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 @@ -3702,7 +3732,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s - 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· ⭐ 3.2K) - borb is a library for reading, creating and manipulating PDF files.. ❗Unlicensed - datatest (πŸ₯‰21 Β· ⭐ 280 Β· πŸ’€) - Tools for test driven data-wrangling and data validation. Apache-2 -- csvs-to-sqlite (πŸ₯‰16 Β· ⭐ 780 Β· πŸ’€) - Convert CSV files into a SQLite database. Apache-2 +- csvs-to-sqlite (πŸ₯‰16 Β· ⭐ 790 Β· πŸ’€) - Convert CSV files into a SQLite database. Apache-2

@@ -3714,32 +3744,32 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Airflow (πŸ₯‡48 Β· ⭐ 33K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2 -- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3.1K Β· πŸ”€ 13K Β· πŸ“₯ 560K Β· πŸ“¦ 8.4K Β· πŸ“‹ 8.3K - 10% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3.1K Β· πŸ”€ 13K Β· πŸ“₯ 560K Β· πŸ“¦ 8.5K Β· πŸ“‹ 8.4K - 11% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/apache/airflow ``` -- [PyPi](https://pypi.org/project/apache-airflow) (πŸ“₯ 25M / month Β· πŸ“¦ 310 Β· ⏱️ 06.11.2023): +- [PyPi](https://pypi.org/project/apache-airflow) (πŸ“₯ 27M / month Β· πŸ“¦ 310 Β· ⏱️ 06.11.2023): ``` pip install apache-airflow ``` -- [Conda](https://anaconda.org/conda-forge/airflow) (πŸ“₯ 970K Β· ⏱️ 06.11.2023): +- [Conda](https://anaconda.org/conda-forge/airflow) (πŸ“₯ 970K Β· ⏱️ 13.11.2023): ``` conda install -c conda-forge airflow ``` -- [Docker Hub](https://hub.docker.com/r/apache/airflow) (πŸ“₯ 230M Β· ⭐ 480 Β· ⏱️ 06.11.2023): +- [Docker Hub](https://hub.docker.com/r/apache/airflow) (πŸ“₯ 240M Β· ⭐ 480 Β· ⏱️ 06.11.2023): ``` docker pull apache/airflow ```
-
Celery (πŸ₯‡46 Β· ⭐ 22K) - Asynchronous task queue/job queue based on distributed message passing. BSD-3 +
Celery (πŸ₯‡46 Β· ⭐ 23K) - Asynchronous task queue/job queue based on distributed message passing. BSD-3 -- [GitHub](https://github.com/celery/celery) (πŸ‘¨β€πŸ’» 1.3K Β· πŸ”€ 4.5K Β· πŸ“¦ 120K Β· πŸ“‹ 5K - 12% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/celery/celery) (πŸ‘¨β€πŸ’» 1.3K Β· πŸ”€ 4.6K Β· πŸ“¦ 120K Β· πŸ“‹ 5K - 13% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/celery/celery ``` -- [PyPi](https://pypi.org/project/celery) (πŸ“₯ 8.2M / month Β· πŸ“¦ 15K Β· ⏱️ 03.09.2023): +- [PyPi](https://pypi.org/project/celery) (πŸ“₯ 8.5M / month Β· πŸ“¦ 15K Β· ⏱️ 10.11.2023): ``` pip install celery ``` @@ -3750,76 +3780,76 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Prefect (πŸ₯‡43 Β· ⭐ 13K) - Prefect is a workflow orchestration tool empowering developers to.. Apache-2 -- [GitHub](https://github.com/PrefectHQ/prefect) (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.3K Β· πŸ“¦ 3.9K Β· πŸ“‹ 4.3K - 13% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/PrefectHQ/prefect) (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.3K Β· πŸ“¦ 4K Β· πŸ“‹ 4.3K - 13% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/PrefectHQ/prefect ``` -- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 630K / month Β· πŸ“¦ 150 Β· ⏱️ 02.11.2023): +- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 630K / month Β· πŸ“¦ 150 Β· ⏱️ 09.11.2023): ``` pip install prefect ``` -- [Conda](https://anaconda.org/conda-forge/prefect) (πŸ“₯ 560K Β· ⏱️ 03.11.2023): +- [Conda](https://anaconda.org/conda-forge/prefect) (πŸ“₯ 560K Β· ⏱️ 10.11.2023): ``` conda install -c conda-forge prefect ```
-
Beam (πŸ₯‡42 Β· ⭐ 7.2K) - Unified programming model to define and execute data processing.. Apache-2 +
Dagster (πŸ₯‡42 Β· ⭐ 8.9K) - An orchestration platform for the development, production, and.. Apache-2 -- [GitHub](https://github.com/apache/beam) (πŸ‘¨β€πŸ’» 1.6K Β· πŸ”€ 4K Β· πŸ“¦ 2 Β· πŸ“‹ 6.2K - 67% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 360 Β· πŸ”€ 1.1K Β· πŸ“¦ 1.7K Β· πŸ“‹ 6.6K - 32% open Β· ⏱️ 15.11.2023): ``` - git clone https://github.com/apache/beam + git clone https://github.com/dagster-io/dagster ``` -- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 7.2M / month Β· πŸ“¦ 180 Β· ⏱️ 08.11.2023): +- [PyPi](https://pypi.org/project/dagster) (πŸ“₯ 800K / month Β· πŸ“¦ 130 Β· ⏱️ 15.11.2023): ``` - pip install apache-beam + pip install dagster ``` -- [Conda](https://anaconda.org/conda-forge/apache-beam-with-aws) (πŸ“₯ 57K Β· ⏱️ 12.10.2023): +- [Conda](https://anaconda.org/conda-forge/dagster) (πŸ“₯ 1M Β· ⏱️ 15.11.2023): ``` - conda install -c conda-forge apache-beam-with-aws + conda install -c conda-forge dagster ```
-
Dagster (πŸ₯‡41 Β· ⭐ 8.8K) - An orchestration platform for the development, production, and.. Apache-2 +
Beam (πŸ₯‡42 Β· ⭐ 7.2K) - Unified programming model to define and execute data processing.. Apache-2 -- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 360 Β· πŸ”€ 1.1K Β· πŸ“¦ 1.7K Β· πŸ“‹ 6.3K - 30% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/apache/beam) (πŸ‘¨β€πŸ’» 1.6K Β· πŸ”€ 4K Β· πŸ“¦ 2 Β· πŸ“‹ 6.3K - 67% open Β· ⏱️ 16.11.2023): ``` - git clone https://github.com/dagster-io/dagster + git clone https://github.com/apache/beam ``` -- [PyPi](https://pypi.org/project/dagster) (πŸ“₯ 730K / month Β· πŸ“¦ 130 Β· ⏱️ 02.11.2023): +- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 7M / month Β· πŸ“¦ 180 Β· ⏱️ 13.11.2023): ``` - pip install dagster + pip install apache-beam ``` -- [Conda](https://anaconda.org/conda-forge/dagster) (πŸ“₯ 1M Β· ⏱️ 06.11.2023): +- [Conda](https://anaconda.org/conda-forge/apache-beam-with-aws) (πŸ“₯ 57K Β· ⏱️ 12.10.2023): ``` - conda install -c conda-forge dagster + conda install -c conda-forge apache-beam-with-aws ```
-
Great Expectations (πŸ₯ˆ40 Β· ⭐ 8.9K) - Always know what to expect from your data. Apache-2 +
Great Expectations (πŸ₯ˆ40 Β· ⭐ 9K) - Always know what to expect from your data. Apache-2 -- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 1.4K Β· πŸ“‹ 1.8K - 8% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 1.4K Β· πŸ“‹ 1.8K - 8% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/great-expectations/great_expectations ``` -- [PyPi](https://pypi.org/project/great_expectations) (πŸ“₯ 12M / month Β· πŸ“¦ 47 Β· ⏱️ 02.11.2023): +- [PyPi](https://pypi.org/project/great_expectations) (πŸ“₯ 12M / month Β· πŸ“¦ 50 Β· ⏱️ 09.11.2023): ``` pip install great_expectations ``` -- [Conda](https://anaconda.org/conda-forge/great-expectations) (πŸ“₯ 730K Β· ⏱️ 03.11.2023): +- [Conda](https://anaconda.org/conda-forge/great-expectations) (πŸ“₯ 730K Β· ⏱️ 09.11.2023): ``` conda install -c conda-forge great-expectations ```
joblib (πŸ₯ˆ40 Β· ⭐ 3.5K) - Computing with Python functions. BSD-3 -- [GitHub](https://github.com/joblib/joblib) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 380 Β· πŸ“¦ 350K Β· πŸ“‹ 860 - 46% open Β· ⏱️ 20.10.2023): +- [GitHub](https://github.com/joblib/joblib) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 380 Β· πŸ“¦ 360K Β· πŸ“‹ 860 - 46% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/joblib/joblib ``` -- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 40M / month Β· πŸ“¦ 6.4K Β· ⏱️ 09.08.2023): +- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 41M / month Β· πŸ“¦ 6.4K Β· ⏱️ 09.08.2023): ``` pip install joblib ``` @@ -3828,53 +3858,53 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge joblib ```
-
luigi (πŸ₯ˆ38 Β· ⭐ 17K) - Luigi is a Python module that helps you build complex pipelines of batch.. Apache-2 +
rq (πŸ₯ˆ38 Β· ⭐ 9.2K) - Simple job queues for Python. BSD-3 -- [GitHub](https://github.com/spotify/luigi) (πŸ‘¨β€πŸ’» 610 Β· πŸ”€ 2.4K Β· πŸ“¦ 2.2K Β· πŸ“‹ 1K - 12% open Β· ⏱️ 25.10.2023): +- [GitHub](https://github.com/rq/rq) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.4K Β· πŸ“¦ 15K Β· πŸ“‹ 1.1K - 14% open Β· ⏱️ 11.11.2023): ``` - git clone https://github.com/spotify/luigi + git clone https://github.com/rq/rq ``` -- [PyPi](https://pypi.org/project/luigi) (πŸ“₯ 600K / month Β· πŸ“¦ 410 Β· ⏱️ 05.10.2023): +- [PyPi](https://pypi.org/project/rq) (πŸ“₯ 1.4M / month Β· πŸ“¦ 1.8K Β· ⏱️ 22.06.2023): ``` - pip install luigi + pip install rq ``` -- [Conda](https://anaconda.org/anaconda/luigi) (πŸ“₯ 14K Β· πŸ“¦ 2 Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/rq) (πŸ“₯ 99K Β· ⏱️ 04.09.2023): ``` - conda install -c anaconda luigi + conda install -c conda-forge rq ```
-
rq (πŸ₯ˆ38 Β· ⭐ 9.2K) - Simple job queues for Python. BSD-3 +
luigi (πŸ₯ˆ37 Β· ⭐ 17K) - Luigi is a Python module that helps you build complex pipelines of batch.. Apache-2 -- [GitHub](https://github.com/rq/rq) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.4K Β· πŸ“¦ 15K Β· πŸ“‹ 1.1K - 14% open Β· ⏱️ 03.11.2023): +- [GitHub](https://github.com/spotify/luigi) (πŸ‘¨β€πŸ’» 610 Β· πŸ”€ 2.4K Β· πŸ“¦ 2.2K Β· πŸ“‹ 1K - 12% open Β· ⏱️ 25.10.2023): ``` - git clone https://github.com/rq/rq + git clone https://github.com/spotify/luigi ``` -- [PyPi](https://pypi.org/project/rq) (πŸ“₯ 1.4M / month Β· πŸ“¦ 1.8K Β· ⏱️ 22.06.2023): +- [PyPi](https://pypi.org/project/luigi) (πŸ“₯ 650K / month Β· πŸ“¦ 410 Β· ⏱️ 05.10.2023): ``` - pip install rq + pip install luigi ``` -- [Conda](https://anaconda.org/conda-forge/rq) (πŸ“₯ 99K Β· ⏱️ 04.09.2023): +- [Conda](https://anaconda.org/anaconda/luigi) (πŸ“₯ 14K Β· πŸ“¦ 2 Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge rq + conda install -c anaconda luigi ```
Kedro (πŸ₯ˆ37 Β· ⭐ 9K) - Kedro is a toolbox for production-ready data science. It uses software.. Apache-2 -- [GitHub](https://github.com/kedro-org/kedro) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 840 Β· πŸ“¦ 2K Β· πŸ“‹ 1.6K - 22% open Β· ⏱️ 06.11.2023): +- [GitHub](https://github.com/kedro-org/kedro) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 840 Β· πŸ“¦ 2K Β· πŸ“‹ 1.6K - 22% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/kedro-org/kedro ``` -- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 380K / month Β· πŸ“¦ 69 Β· ⏱️ 18.10.2023): +- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 360K / month Β· πŸ“¦ 69 Β· ⏱️ 18.10.2023): ``` pip install kedro ```
dbt (πŸ₯ˆ37 Β· ⭐ 7.8K) - dbt enables data analysts and engineers to transform their data using the.. Apache-2 -- [GitHub](https://github.com/dbt-labs/dbt-core) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.3K Β· πŸ“₯ 2.9K Β· πŸ“¦ 3.6K Β· πŸ“‹ 4.6K - 10% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/dbt-labs/dbt-core) (πŸ‘¨β€πŸ’» 300 Β· πŸ”€ 1.4K Β· πŸ“₯ 3.1K Β· πŸ“¦ 3.7K Β· πŸ“‹ 4.7K - 10% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/dbt-labs/dbt-core @@ -3890,52 +3920,36 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Activeloop (πŸ₯ˆ34 Β· ⭐ 7.1K) - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use.. MPL-2.0 -- [GitHub](https://github.com/activeloopai/deeplake) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 530 Β· πŸ“¦ 2.5K Β· πŸ“‹ 440 - 12% open Β· ⏱️ 04.11.2023): +- [GitHub](https://github.com/activeloopai/deeplake) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 540 Β· πŸ“¦ 2.5K Β· πŸ“‹ 440 - 12% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/activeloopai/Hub ``` -- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 3.5K / month Β· πŸ“¦ 54 Β· ⏱️ 14.11.2022): +- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 3.1K / month Β· πŸ“¦ 54 Β· ⏱️ 14.11.2022): ``` pip install hub ```
-
zenml (πŸ₯ˆ32 Β· ⭐ 3.2K) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2 +
zenml (πŸ₯ˆ33 Β· ⭐ 3.2K) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2 -- [GitHub](https://github.com/zenml-io/zenml) (πŸ‘¨β€πŸ’» 80 Β· πŸ”€ 340 Β· πŸ“₯ 1 Β· πŸ“¦ 210 Β· πŸ“‹ 240 - 18% open Β· ⏱️ 06.11.2023): +- [GitHub](https://github.com/zenml-io/zenml) (πŸ‘¨β€πŸ’» 80 Β· πŸ”€ 340 Β· πŸ“₯ 1 Β· πŸ“¦ 220 Β· πŸ“‹ 240 - 16% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/zenml-io/zenml ``` -- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 13K / month Β· πŸ“¦ 2 Β· ⏱️ 06.11.2023): +- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 12K / month Β· πŸ“¦ 2 Β· ⏱️ 14.11.2023): ``` pip install zenml ```
-
petl (πŸ₯ˆ32 Β· ⭐ 1.2K) - Python Extract Transform and Load Tables of Data. MIT - -- [GitHub](https://github.com/petl-developers/petl) (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 190 Β· πŸ“¦ 3.5K Β· πŸ“‹ 460 - 18% open Β· ⏱️ 22.08.2023): - - ``` - git clone https://github.com/petl-developers/petl - ``` -- [PyPi](https://pypi.org/project/petl) (πŸ“₯ 1.3M / month Β· πŸ“¦ 86 Β· ⏱️ 22.08.2023): - ``` - pip install petl - ``` -- [Conda](https://anaconda.org/conda-forge/petl) (πŸ“₯ 210K Β· ⏱️ 22.08.2023): - ``` - conda install -c conda-forge petl - ``` -
huey (πŸ₯ˆ31 Β· ⭐ 4.7K) - a little task queue for python. MIT -- [GitHub](https://github.com/coleifer/huey) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 380 Β· πŸ“¦ 1.3K Β· πŸ“‹ 600 - 0% open Β· ⏱️ 22.10.2023): +- [GitHub](https://github.com/coleifer/huey) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 380 Β· πŸ“¦ 1.3K Β· πŸ“‹ 600 - 0% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/coleifer/huey ``` -- [PyPi](https://pypi.org/project/huey) (πŸ“₯ 97K / month Β· πŸ“¦ 180 Β· ⏱️ 20.09.2023): +- [PyPi](https://pypi.org/project/huey) (πŸ“₯ 98K / month Β· πŸ“¦ 180 Β· ⏱️ 20.09.2023): ``` pip install huey ``` @@ -3946,68 +3960,84 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
whylogs (πŸ₯ˆ31 Β· ⭐ 2.4K) - Open standard for end-to-end data and ML monitoring for any scale in.. Apache-2 -- [GitHub](https://github.com/whylabs/whylogs) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 110 Β· πŸ“₯ 43 Β· πŸ“¦ 200 Β· πŸ“‹ 400 - 5% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/whylabs/whylogs) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 110 Β· πŸ“₯ 43 Β· πŸ“¦ 210 Β· πŸ“‹ 410 - 5% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/whylabs/whylogs ``` -- [PyPi](https://pypi.org/project/whylogs) (πŸ“₯ 97K / month Β· πŸ“¦ 5 Β· ⏱️ 07.11.2023): +- [PyPi](https://pypi.org/project/whylogs) (πŸ“₯ 91K / month Β· πŸ“¦ 5 Β· ⏱️ 14.11.2023): ``` pip install whylogs ```
-
mleap (πŸ₯‰30 Β· ⭐ 1.5K) - MLeap: Deploy ML Pipelines to Production. Apache-2 +
petl (πŸ₯ˆ31 Β· ⭐ 1.2K) - Python Extract Transform and Load Tables of Data. MIT -- [GitHub](https://github.com/combust/mleap) (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 310 Β· πŸ“¦ 220 Β· πŸ“‹ 480 - 22% open Β· ⏱️ 03.10.2023): +- [GitHub](https://github.com/petl-developers/petl) (πŸ‘¨β€πŸ’» 63 Β· πŸ”€ 190 Β· πŸ“¦ 3.5K Β· πŸ“‹ 460 - 18% open Β· ⏱️ 22.08.2023): ``` - git clone https://github.com/combust/mleap + git clone https://github.com/petl-developers/petl ``` -- [PyPi](https://pypi.org/project/mleap) (πŸ“₯ 280K / month Β· πŸ“¦ 25 Β· ⏱️ 23.06.2023): +- [PyPi](https://pypi.org/project/petl) (πŸ“₯ 1.3M / month Β· πŸ“¦ 86 Β· ⏱️ 22.08.2023): ``` - pip install mleap + pip install petl ``` -- [Conda](https://anaconda.org/conda-forge/mleap) (πŸ“₯ 77K Β· ⏱️ 26.06.2023): +- [Conda](https://anaconda.org/conda-forge/petl) (πŸ“₯ 220K Β· ⏱️ 22.08.2023): ``` - conda install -c conda-forge mleap + conda install -c conda-forge petl ```
-
faust (πŸ₯‰29 Β· ⭐ 6.6K Β· πŸ’€) - Python Stream Processing. BSD-3 +
ploomber (πŸ₯‰30 Β· ⭐ 3.3K) - The fastest way to build data pipelines. Develop iteratively,.. Apache-2 -- [GitHub](https://github.com/robinhood/faust) (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 550 Β· πŸ“¦ 1.7K Β· πŸ“‹ 520 - 53% open Β· ⏱️ 23.02.2023): +- [GitHub](https://github.com/ploomber/ploomber) (πŸ‘¨β€πŸ’» 77 Β· πŸ”€ 220 Β· πŸ“¦ 110 Β· πŸ“‹ 850 - 11% open Β· ⏱️ 15.11.2023): ``` - git clone https://github.com/robinhood/faust + git clone https://github.com/ploomber/ploomber ``` -- [PyPi](https://pypi.org/project/faust) (πŸ“₯ 26K / month Β· πŸ“¦ 30 Β· ⏱️ 25.02.2020): +- [PyPi](https://pypi.org/project/ploomber) (πŸ“₯ 6.1K / month Β· πŸ“¦ 6 Β· ⏱️ 30.08.2023): ``` - pip install faust + pip install ploomber + ``` +- [Conda](https://anaconda.org/conda-forge/ploomber) (πŸ“₯ 79K Β· ⏱️ 30.08.2023): + ``` + conda install -c conda-forge ploomber ```
-
ploomber (πŸ₯‰27 Β· ⭐ 3.2K) - The fastest way to build data pipelines. Develop iteratively,.. Apache-2 +
mleap (πŸ₯‰30 Β· ⭐ 1.5K) - MLeap: Deploy ML Pipelines to Production. Apache-2 -- [GitHub](https://github.com/ploomber/ploomber) (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 220 Β· πŸ“¦ 110 Β· πŸ“‹ 850 - 11% open Β· ⏱️ 30.08.2023): +- [GitHub](https://github.com/combust/mleap) (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 320 Β· πŸ“¦ 220 Β· πŸ“‹ 480 - 22% open Β· ⏱️ 14.11.2023): ``` - git clone https://github.com/ploomber/ploomber + git clone https://github.com/combust/mleap ``` -- [PyPi](https://pypi.org/project/ploomber) (πŸ“₯ 5.4K / month Β· πŸ“¦ 6 Β· ⏱️ 30.08.2023): +- [PyPi](https://pypi.org/project/mleap) (πŸ“₯ 270K / month Β· πŸ“¦ 25 Β· ⏱️ 14.11.2023): ``` - pip install ploomber + pip install mleap ``` -- [Conda](https://anaconda.org/conda-forge/ploomber) (πŸ“₯ 79K Β· ⏱️ 30.08.2023): +- [Conda](https://anaconda.org/conda-forge/mleap) (πŸ“₯ 77K Β· ⏱️ 15.11.2023): ``` - conda install -c conda-forge ploomber + conda install -c conda-forge mleap + ``` +
+
faust (πŸ₯‰29 Β· ⭐ 6.6K Β· πŸ’€) - Python Stream Processing. BSD-3 + +- [GitHub](https://github.com/robinhood/faust) (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 550 Β· πŸ“¦ 1.7K Β· πŸ“‹ 520 - 53% open Β· ⏱️ 23.02.2023): + + ``` + git clone https://github.com/robinhood/faust + ``` +- [PyPi](https://pypi.org/project/faust) (πŸ“₯ 27K / month Β· πŸ“¦ 30 Β· ⏱️ 25.02.2020): + ``` + pip install faust ```
PyFunctional (πŸ₯‰26 Β· ⭐ 2.3K) - Python library for creating data pipelines with chain functional.. MIT -- [GitHub](https://github.com/EntilZha/PyFunctional) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 130 Β· πŸ“¦ 700 Β· πŸ“‹ 140 - 10% open Β· ⏱️ 27.09.2023): +- [GitHub](https://github.com/EntilZha/PyFunctional) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 130 Β· πŸ“¦ 710 Β· πŸ“‹ 140 - 10% open Β· ⏱️ 27.09.2023): ``` git clone https://github.com/EntilZha/PyFunctional ``` -- [PyPi](https://pypi.org/project/pyfunctional) (πŸ“₯ 310K / month Β· πŸ“¦ 22 Β· ⏱️ 12.01.2021): +- [PyPi](https://pypi.org/project/pyfunctional) (πŸ“₯ 290K / month Β· πŸ“¦ 22 Β· ⏱️ 12.01.2021): ``` pip install pyfunctional ``` @@ -4019,23 +4049,23 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/samuelcolvin/arq ``` -- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 73K / month Β· πŸ“¦ 19 Β· ⏱️ 02.12.2022): +- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 77K / month Β· πŸ“¦ 19 Β· ⏱️ 02.12.2022): ``` pip install arq ``` -- [Conda](https://anaconda.org/conda-forge/arq) (πŸ“₯ 9.1K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/arq) (πŸ“₯ 9.2K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge arq ```
dbnd (πŸ₯‰26 Β· ⭐ 240) - DBND is an agile pipeline framework that helps data engineering teams.. Apache-2 -- [GitHub](https://github.com/databand-ai/dbnd) (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 32 Β· πŸ“¦ 36 Β· πŸ“‹ 27 - 85% open Β· ⏱️ 07.11.2023): +- [GitHub](https://github.com/databand-ai/dbnd) (πŸ‘¨β€πŸ’» 70 Β· πŸ”€ 33 Β· πŸ“¦ 36 Β· πŸ“‹ 28 - 85% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/databand-ai/dbnd ``` -- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 190K / month Β· πŸ“¦ 25 Β· ⏱️ 07.11.2023): +- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 200K / month Β· πŸ“¦ 25 Β· ⏱️ 14.11.2023): ``` pip install dbnd ``` @@ -4047,31 +4077,31 @@ _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“₯ 6.2K / month Β· ⏱️ 30.05.2019): +- [PyPi](https://pypi.org/project/optimuspyspark) (πŸ“₯ 6.9K / month Β· ⏱️ 30.05.2019): ``` pip install optimuspyspark ```
TaskTiger (πŸ₯‰24 Β· ⭐ 1.3K) - Python task queue using Redis. MIT -- [GitHub](https://github.com/closeio/tasktiger) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 76 Β· πŸ“¦ 28 Β· πŸ“‹ 82 - 51% open Β· ⏱️ 07.11.2023): +- [GitHub](https://github.com/closeio/tasktiger) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 76 Β· πŸ“¦ 28 Β· πŸ“‹ 83 - 50% open Β· ⏱️ 07.11.2023): ``` git clone https://github.com/closeio/tasktiger ``` -- [PyPi](https://pypi.org/project/tasktiger) (πŸ“₯ 3.5K / month Β· πŸ“¦ 10 Β· ⏱️ 24.08.2023): +- [PyPi](https://pypi.org/project/tasktiger) (πŸ“₯ 3.8K / month Β· πŸ“¦ 10 Β· ⏱️ 24.08.2023): ``` pip install tasktiger ```
Pypeline (πŸ₯‰23 Β· ⭐ 1.5K Β· πŸ’€) - Concurrent data pipelines in Python . MIT -- [GitHub](https://github.com/cgarciae/pypeln) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 90 Β· πŸ“¦ 110 Β· πŸ“‹ 68 - 30% open Β· ⏱️ 22.03.2023): +- [GitHub](https://github.com/cgarciae/pypeln) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 91 Β· πŸ“¦ 110 Β· πŸ“‹ 70 - 32% open Β· ⏱️ 22.03.2023): ``` git clone https://github.com/cgarciae/pypeln ``` -- [PyPi](https://pypi.org/project/pypeln) (πŸ“₯ 30K / month Β· πŸ“¦ 11 Β· ⏱️ 06.01.2022): +- [PyPi](https://pypi.org/project/pypeln) (πŸ“₯ 27K / month Β· πŸ“¦ 11 Β· ⏱️ 06.01.2022): ``` pip install pypeln ``` @@ -4087,7 +4117,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/svenkreiss/pysparkling ``` -- [PyPi](https://pypi.org/project/pysparkling) (πŸ“₯ 9.5K / month Β· πŸ“¦ 8 Β· ⏱️ 13.11.2022): +- [PyPi](https://pypi.org/project/pysparkling) (πŸ“₯ 9.6K / month Β· πŸ“¦ 8 Β· ⏱️ 13.11.2022): ``` pip install pysparkling ``` @@ -4098,12 +4128,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
BatchFlow (πŸ₯‰22 Β· ⭐ 190) - BatchFlow helps you conveniently work with random or sequential.. Apache-2 -- [GitHub](https://github.com/analysiscenter/batchflow) (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 44 Β· πŸ“¦ 7 Β· πŸ“‹ 110 - 29% open Β· ⏱️ 16.10.2023): +- [GitHub](https://github.com/analysiscenter/batchflow) (πŸ‘¨β€πŸ’» 35 Β· πŸ”€ 44 Β· πŸ“¦ 7 Β· πŸ“‹ 110 - 29% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/analysiscenter/batchflow ``` -- [PyPi](https://pypi.org/project/batchflow) (πŸ“₯ 96 / month Β· ⏱️ 01.08.2023): +- [PyPi](https://pypi.org/project/batchflow) (πŸ“₯ 97 / month Β· ⏱️ 01.08.2023): ``` pip install batchflow ``` @@ -4115,7 +4145,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/pdpipe/pdpipe ``` -- [PyPi](https://pypi.org/project/pdpipe) (πŸ“₯ 1.8K / month Β· πŸ“¦ 6 Β· ⏱️ 04.07.2022): +- [PyPi](https://pypi.org/project/pdpipe) (πŸ“₯ 2K / month Β· πŸ“¦ 6 Β· ⏱️ 04.07.2022): ``` pip install pdpipe ``` @@ -4124,26 +4154,26 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge pdpipe ```
-
Databolt Flow (πŸ₯‰17 Β· ⭐ 950) - Python library for building highly effective data science workflows. MIT +
Databolt Flow (πŸ₯‰18 Β· ⭐ 950) - Python library for building highly effective data science workflows. MIT - [GitHub](https://github.com/d6t/d6tflow) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 74 Β· πŸ“¦ 27 Β· πŸ“‹ 24 - 45% open Β· ⏱️ 20.07.2023): ``` git clone https://github.com/d6t/d6tflow ``` -- [PyPi](https://pypi.org/project/d6tflow) (πŸ“₯ 130 / month Β· ⏱️ 22.01.2019): +- [PyPi](https://pypi.org/project/d6tflow) (πŸ“₯ 150 / month Β· ⏱️ 22.01.2019): ``` pip install d6tflow ```
flupy (πŸ₯‰17 Β· ⭐ 180 Β· πŸ’€) - Fluent data pipelines for python and your shell. MIT -- [GitHub](https://github.com/olirice/flupy) (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 13 Β· πŸ“‹ 13 - 7% open Β· ⏱️ 25.04.2023): +- [GitHub](https://github.com/olirice/flupy) (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 14 Β· πŸ“‹ 13 - 7% open Β· ⏱️ 25.04.2023): ``` git clone https://github.com/olirice/flupy ``` -- [PyPi](https://pypi.org/project/flupy) (πŸ“₯ 180K / month Β· ⏱️ 21.10.2022): +- [PyPi](https://pypi.org/project/flupy) (πŸ“₯ 190K / month Β· ⏱️ 21.10.2022): ``` pip install flupy ``` @@ -4155,19 +4185,19 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/mara/mara-pipelines ``` -- [PyPi](https://pypi.org/project/mara-pipelines) (πŸ“₯ 48 / month Β· πŸ“¦ 1 Β· ⏱️ 29.05.2022): +- [PyPi](https://pypi.org/project/mara-pipelines) (πŸ“₯ 54 / month Β· πŸ“¦ 1 Β· ⏱️ 29.05.2022): ``` pip install mara-pipelines ```
-
datajob (πŸ₯‰13 Β· ⭐ 110 Β· πŸ’€) - Build and deploy a serverless data pipeline on AWS with no effort. Apache-2 +
datajob (πŸ₯‰12 Β· ⭐ 110 Β· πŸ’€) - Build and deploy a serverless data pipeline on AWS with no effort. Apache-2 - [GitHub](https://github.com/vincentclaes/datajob) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 18 Β· πŸ“‹ 58 - 31% open Β· ⏱️ 22.11.2022): ``` git clone https://github.com/vincentclaes/datajob ``` -- [PyPi](https://pypi.org/project/datajob) (πŸ“₯ 27 / month Β· ⏱️ 22.11.2022): +- [PyPi](https://pypi.org/project/datajob) (πŸ“₯ 19 / month Β· ⏱️ 22.11.2022): ``` pip install datajob ``` @@ -4177,13 +4207,13 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched - mrjob (πŸ₯ˆ31 Β· ⭐ 2.6K Β· πŸ’€) - Run MapReduce jobs on Hadoop or Amazon Web Services. Apache-2 - bonobo (πŸ₯‰25 Β· ⭐ 1.6K Β· πŸ’€) - Extract Transform Load for Python 3.5+. Apache-2 - streamparse (πŸ₯‰25 Β· ⭐ 1.5K Β· πŸ’€) - Run Python in Apache Storm topologies. Pythonic API, CLI.. Apache-2 -- 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 - spark-deep-learning (πŸ₯‰19 Β· ⭐ 2K Β· πŸ’€) - Deep Learning Pipelines for Apache Spark. Apache-2 spark -- mrq (πŸ₯‰19 Β· ⭐ 880 Β· πŸ’€) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. MIT -- riko (πŸ₯‰17 Β· ⭐ 1.6K Β· πŸ’€) - A Python stream processing engine modeled after Yahoo! Pipes. MIT +- riko (πŸ₯‰18 Β· ⭐ 1.6K Β· πŸ’€) - A Python stream processing engine modeled after Yahoo! Pipes. MIT - kale (πŸ₯‰16 Β· ⭐ 610 Β· πŸ’€) - Kubeflows superfood for Data Scientists. Apache-2 jupyter - bodywork-core (πŸ₯‰16 Β· ⭐ 430 Β· πŸ’€) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0 -- Botflow (πŸ₯‰14 Β· ⭐ 1.2K Β· πŸ’€) - Python Fast Dataflow programming framework for Data pipeline work(.. BSD-3 +- Botflow (πŸ₯‰15 Β· ⭐ 1.2K Β· πŸ’€) - Python Fast Dataflow programming framework for Data pipeline work(.. BSD-3 - RasgoQL (πŸ₯‰13 Β· ⭐ 270 Β· πŸ’€) - Write python locally, execute SQL in your data warehouse. ❗️AGPL-3.0

@@ -4194,7 +4224,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
PyYAML (πŸ₯‡39 Β· ⭐ 2.3K) - Canonical source repository for PyYAML. MIT -- [GitHub](https://github.com/yaml/pyyaml) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 500 Β· πŸ“¦ 990K Β· πŸ“‹ 580 - 46% open Β· ⏱️ 29.08.2023): +- [GitHub](https://github.com/yaml/pyyaml) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 500 Β· πŸ“¦ 1M Β· πŸ“‹ 580 - 46% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/yaml/pyyaml @@ -4210,7 +4240,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
XlsxWriter (πŸ₯‰37 Β· ⭐ 3.4K) - A Python module for creating Excel XLSX files. BSD-2 -- [GitHub](https://github.com/jmcnamara/XlsxWriter) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 620 Β· πŸ“¦ 68K Β· πŸ“‹ 900 - 1% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/jmcnamara/XlsxWriter) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 620 Β· πŸ“¦ 69K Β· πŸ“‹ 900 - 1% open Β· ⏱️ 08.11.2023): ``` git clone https://github.com/jmcnamara/XlsxWriter @@ -4248,16 +4278,16 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
deepdiff (πŸ₯‡36 Β· ⭐ 1.8K) - DeepDiff: Deep Difference and search of any Python object/data... MIT -- [GitHub](https://github.com/seperman/deepdiff) (πŸ‘¨β€πŸ’» 79 Β· πŸ”€ 200 Β· πŸ“¦ 8.5K Β· πŸ“‹ 270 - 25% open Β· ⏱️ 08.11.2023): +- [GitHub](https://github.com/seperman/deepdiff) (πŸ‘¨β€πŸ’» 79 Β· πŸ”€ 200 Β· πŸ“¦ 8.6K Β· πŸ“‹ 270 - 24% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/seperman/deepdiff ``` -- [PyPi](https://pypi.org/project/deepdiff) (πŸ“₯ 11M / month Β· πŸ“¦ 820 Β· ⏱️ 08.11.2023): +- [PyPi](https://pypi.org/project/deepdiff) (πŸ“₯ 11M / month Β· πŸ“¦ 820 Β· ⏱️ 14.11.2023): ``` pip install deepdiff ``` -- [Conda](https://anaconda.org/conda-forge/deepdiff) (πŸ“₯ 370K Β· ⏱️ 08.11.2023): +- [Conda](https://anaconda.org/conda-forge/deepdiff) (πŸ“₯ 370K Β· ⏱️ 14.11.2023): ``` conda install -c conda-forge deepdiff ``` @@ -4291,7 +4321,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
attrs (πŸ₯‡39 Β· ⭐ 4.9K) - Python Classes Without Boilerplate. MIT -- [GitHub](https://github.com/python-attrs/attrs) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 360 Β· πŸ“¦ 870K Β· πŸ“‹ 660 - 18% open Β· ⏱️ 07.11.2023): +- [GitHub](https://github.com/python-attrs/attrs) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 360 Β· πŸ“¦ 880K Β· πŸ“‹ 660 - 18% open Β· ⏱️ 11.11.2023): ``` git clone https://github.com/python-attrs/attrs @@ -4305,14 +4335,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge attrs ```
-
more-itertools (πŸ₯‡39 Β· ⭐ 3.2K) - More routines for operating on iterables, beyond itertools. MIT +
more-itertools (πŸ₯‡39 Β· ⭐ 3.3K) - More routines for operating on iterables, beyond itertools. MIT - [GitHub](https://github.com/more-itertools/more-itertools) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 260 Β· πŸ“₯ 2.8K Β· πŸ“¦ 200K Β· πŸ“‹ 290 - 8% open Β· ⏱️ 06.11.2023): ``` git clone https://github.com/more-itertools/more-itertools ``` -- [PyPi](https://pypi.org/project/more-itertools) (πŸ“₯ 59M / month Β· πŸ“¦ 9K Β· ⏱️ 03.08.2023): +- [PyPi](https://pypi.org/project/more-itertools) (πŸ“₯ 60M / month Β· πŸ“¦ 9K Β· ⏱️ 03.08.2023): ``` pip install more-itertools ``` @@ -4328,7 +4358,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/pytoolz/toolz ``` -- [PyPi](https://pypi.org/project/toolz) (πŸ“₯ 19M / month Β· πŸ“¦ 3.5K Β· ⏱️ 10.07.2022): +- [PyPi](https://pypi.org/project/toolz) (πŸ“₯ 20M / month Β· πŸ“¦ 3.5K Β· ⏱️ 10.07.2022): ``` pip install toolz ``` @@ -4344,7 +4374,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/mahmoud/boltons ``` -- [PyPi](https://pypi.org/project/boltons) (πŸ“₯ 2.9M / month Β· πŸ“¦ 430 Β· ⏱️ 01.11.2023): +- [PyPi](https://pypi.org/project/boltons) (πŸ“₯ 3M / month Β· πŸ“¦ 430 Β· ⏱️ 01.11.2023): ``` pip install boltons ``` @@ -4353,14 +4383,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge boltons ```
-
tenacity (πŸ₯ˆ33 Β· ⭐ 5.4K) - Retrying library for Python. Apache-2 +
tenacity (πŸ₯ˆ34 Β· ⭐ 5.4K) - Retrying library for Python. Apache-2 -- [GitHub](https://github.com/jd/tenacity) (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 250 Β· πŸ“‹ 240 - 38% open Β· ⏱️ 21.08.2023): +- [GitHub](https://github.com/jd/tenacity) (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 250 Β· πŸ“‹ 240 - 38% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/jd/tenacity ``` -- [PyPi](https://pypi.org/project/tenacity) (πŸ“₯ 37M / month Β· πŸ“¦ 1.6K Β· ⏱️ 14.08.2023): +- [PyPi](https://pypi.org/project/tenacity) (πŸ“₯ 38M / month Β· πŸ“¦ 1.6K Β· ⏱️ 14.08.2023): ``` pip install tenacity ``` @@ -4369,39 +4399,39 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge tenacity ```
-
returns (πŸ₯ˆ32 Β· ⭐ 3K) - Make your functions return something meaningful, typed, and safe!. BSD-2 +
python-dependency-injector (πŸ₯ˆ32 Β· ⭐ 3.3K Β· πŸ’€) - Dependency injection framework for Python. BSD-3 -- [GitHub](https://github.com/dry-python/returns) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 99 Β· πŸ“¦ 450 Β· πŸ“‹ 420 - 15% open Β· ⏱️ 06.11.2023): +- [GitHub](https://github.com/ets-labs/python-dependency-injector) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 250 Β· πŸ“¦ 2.6K Β· πŸ“‹ 530 - 33% open Β· ⏱️ 19.12.2022): ``` - git clone https://github.com/dry-python/returns + git clone https://github.com/ets-labs/python-dependency-injector ``` -- [PyPi](https://pypi.org/project/returns) (πŸ“₯ 160K / month Β· πŸ“¦ 59 Β· ⏱️ 26.08.2023): +- [PyPi](https://pypi.org/project/dependency-injector) (πŸ“₯ 1.2M / month Β· πŸ“¦ 100 Β· ⏱️ 30.03.2022): ``` - pip install returns + pip install dependency-injector ``` -- [Conda](https://anaconda.org/conda-forge/returns) (πŸ“₯ 7.7K Β· ⏱️ 28.08.2023): +- [Conda](https://anaconda.org/conda-forge/dependency_injector) (πŸ“₯ 34K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge returns + conda install -c conda-forge dependency_injector ```
-
python-dependency-injector (πŸ₯‰31 Β· ⭐ 3.3K Β· πŸ’€) - Dependency injection framework for Python. BSD-3 +
returns (πŸ₯ˆ32 Β· ⭐ 3K) - Make your functions return something meaningful, typed, and safe!. BSD-2 -- [GitHub](https://github.com/ets-labs/python-dependency-injector) (πŸ‘¨β€πŸ’» 29 Β· πŸ”€ 250 Β· πŸ“¦ 2.6K Β· πŸ“‹ 530 - 32% open Β· ⏱️ 19.12.2022): +- [GitHub](https://github.com/dry-python/returns) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 99 Β· πŸ“¦ 460 Β· πŸ“‹ 420 - 15% open Β· ⏱️ 15.11.2023): ``` - git clone https://github.com/ets-labs/python-dependency-injector + git clone https://github.com/dry-python/returns ``` -- [PyPi](https://pypi.org/project/dependency-injector) (πŸ“₯ 1.2M / month): +- [PyPi](https://pypi.org/project/returns) (πŸ“₯ 160K / month Β· πŸ“¦ 59 Β· ⏱️ 26.08.2023): ``` - pip install dependency-injector + pip install returns ``` -- [Conda](https://anaconda.org/conda-forge/dependency_injector) (πŸ“₯ 34K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/returns) (πŸ“₯ 7.7K Β· ⏱️ 28.08.2023): ``` - conda install -c conda-forge dependency_injector + conda install -c conda-forge returns ```
-
natsort (πŸ₯‰30 Β· ⭐ 800) - Simple yet flexible natural sorting in Python. MIT +
natsort (πŸ₯‰30 Β· ⭐ 810) - Simple yet flexible natural sorting in Python. MIT - [GitHub](https://github.com/SethMMorton/natsort) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 46 Β· πŸ“¦ 24K Β· πŸ“‹ 88 - 1% open Β· ⏱️ 20.06.2023): @@ -4419,12 +4449,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
funcy (πŸ₯‰29 Β· ⭐ 3.2K) - A fancy and practical functional tools. BSD-3 -- [GitHub](https://github.com/Suor/funcy) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 140 Β· πŸ“¦ 9.1K Β· πŸ“‹ 80 - 11% open Β· ⏱️ 11.05.2023): +- [GitHub](https://github.com/Suor/funcy) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 140 Β· πŸ“¦ 9.2K Β· πŸ“‹ 80 - 11% open Β· ⏱️ 13.11.2023): ``` git clone https://github.com/Suor/funcy ``` -- [PyPi](https://pypi.org/project/funcy) (πŸ“₯ 1.6M / month Β· πŸ“¦ 630 Β· ⏱️ 28.03.2023): +- [PyPi](https://pypi.org/project/funcy) (πŸ“₯ 1.8M / month Β· πŸ“¦ 630 Β· ⏱️ 28.03.2023): ``` pip install funcy ``` @@ -4465,12 +4495,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
cpython (πŸ₯‡43 Β· ⭐ 57K) - The Python programming language. MIT -- [GitHub](https://github.com/python/cpython) (πŸ‘¨β€πŸ’» 2.7K Β· πŸ”€ 28K Β· πŸ“¦ 3 Β· πŸ“‹ 67K - 12% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/python/cpython) (πŸ‘¨β€πŸ’» 2.7K Β· πŸ”€ 28K Β· πŸ“¦ 3 Β· πŸ“‹ 67K - 12% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/python/cpython ``` -- [PyPi](https://pypi.org/project/cpython) (πŸ“₯ 100K / month Β· πŸ“¦ 5 Β· ⏱️ 22.07.2020): +- [PyPi](https://pypi.org/project/cpython) (πŸ“₯ 97K / month Β· πŸ“¦ 5 Β· ⏱️ 22.07.2020): ``` pip install cpython ``` @@ -4485,7 +4515,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
micropython (πŸ₯ˆ35 Β· ⭐ 17K) - MicroPython - a lean and efficient Python implementation for.. Python-2.0 -- [GitHub](https://github.com/micropython/micropython) (πŸ‘¨β€πŸ’» 610 Β· πŸ”€ 6.7K Β· πŸ“₯ 69K Β· πŸ“‹ 5.3K - 31% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/micropython/micropython) (πŸ‘¨β€πŸ’» 610 Β· πŸ”€ 6.7K Β· πŸ“₯ 69K Β· πŸ“‹ 5.3K - 31% open Β· ⏱️ 16.11.2023): ``` git clone https://github.com/micropython/micropython @@ -4517,12 +4547,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Pygments (πŸ₯‡43 Β· ⭐ 1.4K) - Pygments is a generic syntax highlighter written in Python. BSD-2 -- [GitHub](https://github.com/pygments/pygments) (πŸ‘¨β€πŸ’» 810 Β· πŸ”€ 550 Β· πŸ“¦ 610K Β· πŸ“‹ 1.8K - 22% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/pygments/pygments) (πŸ‘¨β€πŸ’» 810 Β· πŸ”€ 550 Β· πŸ“¦ 610K Β· πŸ“‹ 1.8K - 22% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/pygments/pygments ``` -- [PyPi](https://pypi.org/project/pygments) (πŸ“₯ 74M / month Β· πŸ“¦ 37K Β· ⏱️ 06.08.2023): +- [PyPi](https://pypi.org/project/pygments) (πŸ“₯ 75M / month Β· πŸ“¦ 37K Β· ⏱️ 06.08.2023): ``` pip install pygments ``` @@ -4533,16 +4563,16 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
cookiecutter (πŸ₯‡40 Β· ⭐ 21K) - A cross-platform command-line utility that creates projects from.. BSD-3 -- [GitHub](https://github.com/cookiecutter/cookiecutter) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.9K Β· πŸ“¦ 23K Β· πŸ“‹ 840 - 24% open Β· ⏱️ 29.09.2023): +- [GitHub](https://github.com/cookiecutter/cookiecutter) (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.9K Β· πŸ“¦ 23K Β· πŸ“‹ 840 - 24% open Β· ⏱️ 09.11.2023): ``` git clone https://github.com/cookiecutter/cookiecutter ``` -- [PyPi](https://pypi.org/project/cookiecutter) (πŸ“₯ 3.1M / month Β· πŸ“¦ 1.6K Β· ⏱️ 29.09.2023): +- [PyPi](https://pypi.org/project/cookiecutter) (πŸ“₯ 3.2M / month Β· πŸ“¦ 1.6K Β· ⏱️ 29.09.2023): ``` pip install cookiecutter ``` -- [Conda](https://anaconda.org/conda-forge/cookiecutter) (πŸ“₯ 900K Β· ⏱️ 29.09.2023): +- [Conda](https://anaconda.org/conda-forge/cookiecutter) (πŸ“₯ 910K Β· ⏱️ 29.09.2023): ``` conda install -c conda-forge cookiecutter ``` @@ -4563,46 +4593,46 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge pyparsing ```
-
diagrams (πŸ₯ˆ35 Β· ⭐ 32K) - Diagram as Code for prototyping cloud system architectures. MIT +
pycparser (πŸ₯ˆ36 Β· ⭐ 3K) - Complete C99 parser in pure Python. BSD-3 -- [GitHub](https://github.com/mingrammer/diagrams) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 2K Β· πŸ“¦ 1.2K Β· πŸ“‹ 530 - 64% open Β· ⏱️ 30.10.2023): +- [GitHub](https://github.com/eliben/pycparser) (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 580 Β· πŸ“¦ 700K Β· πŸ“‹ 340 - 8% open Β· ⏱️ 18.08.2023): ``` - git clone https://github.com/mingrammer/diagrams + git clone https://github.com/eliben/pycparser ``` -- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 100K / month Β· πŸ“¦ 37 Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/pycparser) (πŸ“₯ 120M / month Β· πŸ“¦ 17K Β· ⏱️ 06.11.2021): ``` - pip install diagrams + pip install pycparser ``` -- [Conda](https://anaconda.org/conda-forge/diagrams) (πŸ“₯ 170K Β· ⏱️ 30.10.2023): +- [Conda](https://anaconda.org/conda-forge/pycparser) (πŸ“₯ 36M Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge diagrams + conda install -c conda-forge pycparser ```
-
pycparser (πŸ₯ˆ35 Β· ⭐ 3K) - Complete C99 parser in pure Python. BSD-3 +
diagrams (πŸ₯ˆ35 Β· ⭐ 32K) - Diagram as Code for prototyping cloud system architectures. MIT -- [GitHub](https://github.com/eliben/pycparser) (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 580 Β· πŸ“¦ 690K Β· πŸ“‹ 340 - 8% open Β· ⏱️ 18.08.2023): +- [GitHub](https://github.com/mingrammer/diagrams) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 2K Β· πŸ“¦ 1.2K Β· πŸ“‹ 530 - 64% open Β· ⏱️ 30.10.2023): ``` - git clone https://github.com/eliben/pycparser + git clone https://github.com/mingrammer/diagrams ``` -- [PyPi](https://pypi.org/project/pycparser) (πŸ“₯ 120M / month Β· πŸ“¦ 17K Β· ⏱️ 06.11.2021): +- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 110K / month Β· πŸ“¦ 37 Β· ⏱️ 30.10.2023): ``` - pip install pycparser + pip install diagrams ``` -- [Conda](https://anaconda.org/conda-forge/pycparser) (πŸ“₯ 36M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/diagrams) (πŸ“₯ 170K Β· ⏱️ 30.10.2023): ``` - conda install -c conda-forge pycparser + conda install -c conda-forge diagrams ```
wrapt (πŸ₯ˆ35 Β· ⭐ 1.9K) - A Python module for decorators, wrappers and monkey patching. BSD-2 -- [GitHub](https://github.com/GrahamDumpleton/wrapt) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 220 Β· πŸ“‹ 190 - 26% open Β· ⏱️ 09.11.2023): +- [GitHub](https://github.com/GrahamDumpleton/wrapt) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 220 Β· πŸ“‹ 190 - 26% open Β· ⏱️ 10.11.2023): ``` git clone https://github.com/GrahamDumpleton/wrapt ``` -- [PyPi](https://pypi.org/project/wrapt) (πŸ“₯ 82M / month Β· πŸ“¦ 12K Β· ⏱️ 09.11.2023): +- [PyPi](https://pypi.org/project/wrapt) (πŸ“₯ 89M / month Β· πŸ“¦ 12K Β· ⏱️ 09.11.2023): ``` pip install wrapt ``` @@ -4613,7 +4643,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
py4j (πŸ₯ˆ35 Β· ⭐ 1.1K Β· πŸ’€) - Py4J enables Python programs to dynamically access arbitrary Java.. BSD-3 -- [GitHub](https://github.com/py4j/py4j) (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 200 Β· πŸ“¦ 31K Β· πŸ“‹ 420 - 35% open Β· ⏱️ 12.02.2023): +- [GitHub](https://github.com/py4j/py4j) (πŸ‘¨β€πŸ’» 38 Β· πŸ”€ 200 Β· πŸ“¦ 32K Β· πŸ“‹ 420 - 35% open Β· ⏱️ 12.02.2023): ``` git clone https://github.com/bartdag/py4j @@ -4629,7 +4659,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
pluggy (πŸ₯ˆ33 Β· ⭐ 1K) - A minimalist production ready plugin system. MIT -- [GitHub](https://github.com/pytest-dev/pluggy) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 120 Β· πŸ“‹ 170 - 24% open Β· ⏱️ 24.10.2023): +- [GitHub](https://github.com/pytest-dev/pluggy) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 120 Β· πŸ“‹ 170 - 24% open Β· ⏱️ 14.11.2023): ``` git clone https://github.com/pytest-dev/pluggy @@ -4645,12 +4675,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
decorator (πŸ₯ˆ33 Β· ⭐ 790) - Decorators for Humans. BSD-2 -- [GitHub](https://github.com/micheles/decorator) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 100 Β· πŸ“¦ 490K Β· πŸ“‹ 110 - 12% open Β· ⏱️ 23.08.2023): +- [GitHub](https://github.com/micheles/decorator) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 100 Β· πŸ“¦ 500K Β· πŸ“‹ 110 - 12% open Β· ⏱️ 23.08.2023): ``` git clone https://github.com/micheles/decorator ``` -- [PyPi](https://pypi.org/project/decorator) (πŸ“₯ 57M / month Β· πŸ“¦ 24K Β· ⏱️ 07.01.2022): +- [PyPi](https://pypi.org/project/decorator) (πŸ“₯ 58M / month Β· πŸ“¦ 24K Β· ⏱️ 07.01.2022): ``` pip install decorator ``` @@ -4661,19 +4691,19 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Copier (πŸ₯‰32 Β· ⭐ 1.3K) - Library and command-line utility for rendering projects templates. MIT -- [GitHub](https://github.com/copier-org/copier) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 140 Β· πŸ“¦ 700 Β· πŸ“‹ 420 - 14% open Β· ⏱️ 06.11.2023): +- [GitHub](https://github.com/copier-org/copier) (πŸ‘¨β€πŸ’» 69 Β· πŸ”€ 140 Β· πŸ“¦ 710 Β· πŸ“‹ 410 - 11% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/copier-org/copier ``` -- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 170K / month Β· πŸ“¦ 38 Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 160K / month): ``` pip install copier ```
-
keyboard (πŸ₯‰30 Β· ⭐ 3.5K Β· πŸ’€) - Hook and simulate global keyboard events on Windows and Linux. MIT +
keyboard (πŸ₯‰30 Β· ⭐ 3.6K Β· πŸ’€) - Hook and simulate global keyboard events on Windows and Linux. MIT -- [GitHub](https://github.com/boppreh/keyboard) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 400 Β· πŸ“¦ 13K Β· πŸ“‹ 560 - 65% open Β· ⏱️ 31.01.2023): +- [GitHub](https://github.com/boppreh/keyboard) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 400 Β· πŸ“¦ 14K Β· πŸ“‹ 560 - 65% open Β· ⏱️ 31.01.2023): ``` git clone https://github.com/boppreh/keyboard @@ -4689,7 +4719,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
fastcore (πŸ₯‰30 Β· ⭐ 860) - Python supercharged for the fastai library. Apache-2 -- [GitHub](https://github.com/fastai/fastcore) (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 260 Β· πŸ“¦ 4.7K Β· πŸ“‹ 330 - 9% open Β· ⏱️ 25.06.2023): +- [GitHub](https://github.com/fastai/fastcore) (πŸ‘¨β€πŸ’» 56 Β· πŸ”€ 260 Β· πŸ“¦ 4.8K Β· πŸ“‹ 330 - 9% open Β· ⏱️ 25.06.2023): ``` git clone https://github.com/fastai/fastcore @@ -4705,12 +4735,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
pyscaffold (πŸ₯‰29 Β· ⭐ 1.9K) - Python project template generator with batteries included. MIT -- [GitHub](https://github.com/pyscaffold/pyscaffold) (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 180 Β· πŸ“‹ 290 - 10% open Β· ⏱️ 20.06.2023): +- [GitHub](https://github.com/pyscaffold/pyscaffold) (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 170 Β· πŸ“‹ 300 - 11% open Β· ⏱️ 20.06.2023): ``` git clone https://github.com/pyscaffold/pyscaffold ``` -- [PyPi](https://pypi.org/project/pyscaffold) (πŸ“₯ 210K / month Β· πŸ“¦ 60 Β· ⏱️ 17.06.2022): +- [PyPi](https://pypi.org/project/pyscaffold) (πŸ“₯ 200K / month Β· πŸ“¦ 60 Β· ⏱️ 17.06.2022): ``` pip install pyscaffold ``` @@ -4719,14 +4749,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge pyscaffold ```
-
pyscreenshot (πŸ₯‰27 Β· ⭐ 470 Β· πŸ’€) - Python screenshot library, replacement for the Pillow.. BSD-2 +
pyscreenshot (πŸ₯‰27 Β· ⭐ 480 Β· πŸ’€) - Python screenshot library, replacement for the Pillow.. BSD-2 -- [GitHub](https://github.com/ponty/pyscreenshot) (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 91 Β· πŸ“¦ 3.3K Β· ⏱️ 12.03.2023): +- [GitHub](https://github.com/ponty/pyscreenshot) (πŸ‘¨β€πŸ’» 25 Β· πŸ”€ 91 Β· πŸ“¦ 3.4K Β· ⏱️ 12.03.2023): ``` git clone https://github.com/ponty/pyscreenshot ``` -- [PyPi](https://pypi.org/project/pyscreenshot) (πŸ“₯ 520K / month Β· πŸ“¦ 270 Β· ⏱️ 18.04.2021): +- [PyPi](https://pypi.org/project/pyscreenshot) (πŸ“₯ 460K / month Β· πŸ“¦ 270 Β· ⏱️ 18.04.2021): ``` pip install pyscreenshot ``` @@ -4738,7 +4768,7 @@ _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“₯ 5.1M / month Β· πŸ“¦ 80 Β· ⏱️ 25.09.2023): +- [PyPi](https://pypi.org/project/catalogue) (πŸ“₯ 5M / month Β· πŸ“¦ 80 Β· ⏱️ 25.09.2023): ``` pip install catalogue ``` @@ -4747,44 +4777,44 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge catalogue ```
-
python-mss (πŸ₯‰26 Β· ⭐ 900 Β· πŸ’€) - An ultra fast cross-platform multiple screenshots module in pure.. MIT +
Send2Trash (πŸ₯‰26 Β· ⭐ 250) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3 -- [GitHub](https://github.com/BoboTiG/python-mss) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 80 Β· πŸ“‹ 140 - 25% open Β· ⏱️ 27.04.2023): +- [GitHub](https://github.com/arsenetar/send2trash) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 37 Β· πŸ“‹ 58 - 48% open Β· ⏱️ 03.05.2023): ``` - git clone https://github.com/BoboTiG/python-mss + git clone https://github.com/arsenetar/send2trash ``` -- [PyPi](https://pypi.org/project/mss) (πŸ“₯ 660K / month Β· πŸ“¦ 250 Β· ⏱️ 27.10.2022): +- [PyPi](https://pypi.org/project/send2trash) (πŸ“₯ 12M / month Β· πŸ“¦ 2.8K Β· ⏱️ 27.04.2023): ``` - pip install mss + pip install send2trash ``` -- [Conda](https://anaconda.org/conda-forge/python-mss) (πŸ“₯ 35K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/send2trash) (πŸ“₯ 12M Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge python-mss + conda install -c conda-forge send2trash ```
-
Send2Trash (πŸ₯‰26 Β· ⭐ 250) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3 +
python-mss (πŸ₯‰25 Β· ⭐ 900) - An ultra fast cross-platform multiple screenshots module in pure.. MIT -- [GitHub](https://github.com/arsenetar/send2trash) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 37 Β· πŸ“‹ 58 - 48% open Β· ⏱️ 03.05.2023): +- [GitHub](https://github.com/BoboTiG/python-mss) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 80 Β· πŸ“‹ 140 - 25% open Β· ⏱️ 16.11.2023): ``` - git clone https://github.com/arsenetar/send2trash + git clone https://github.com/BoboTiG/python-mss ``` -- [PyPi](https://pypi.org/project/send2trash) (πŸ“₯ 12M / month Β· πŸ“¦ 2.8K Β· ⏱️ 27.04.2023): +- [PyPi](https://pypi.org/project/mss) (πŸ“₯ 610K / month Β· πŸ“¦ 250 Β· ⏱️ 27.10.2022): ``` - pip install send2trash + pip install mss ``` -- [Conda](https://anaconda.org/conda-forge/send2trash) (πŸ“₯ 12M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/python-mss) (πŸ“₯ 35K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge send2trash + conda install -c conda-forge python-mss ```
Show 4 hidden projects... - powerline-shell (πŸ₯‰27 Β· ⭐ 6.1K Β· πŸ’€) - A beautiful and useful prompt for your shell. MIT +- openpyxl (πŸ₯‰26 Β· ⭐ 63 Β· πŸ“ˆ) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT - pluginbase (πŸ₯‰24 Β· ⭐ 1.1K Β· πŸ’€) - A simple but flexible plugin system for Python. BSD-3 - macropy (πŸ₯‰22 Β· ⭐ 3.2K Β· πŸ’€) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT -- openpyxl (πŸ₯‰18 Β· ⭐ 63) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT
--- diff --git a/history/2023-11-16_changes.md b/history/2023-11-16_changes.md new file mode 100644 index 0000000..ff391e7 --- /dev/null +++ b/history/2023-11-16_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._ + +- phonenumbers (πŸ₯‡35 Β· ⭐ 3.3K Β· πŸ“ˆ) - Python port of Googles libphonenumber. Apache-2 +- pandas-datareader (πŸ₯ˆ33 Β· ⭐ 2.7K Β· πŸ“ˆ) - Extract data from a wide range of Internet sources.. BSD-3 +- typing (πŸ₯ˆ32 Β· ⭐ 1.5K Β· πŸ“ˆ) - Python static typing home. Hosts the documentation and a user.. Python-2.0 +- inflect (πŸ₯ˆ31 Β· ⭐ 880 Β· πŸ“ˆ) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT +- openpyxl (πŸ₯‰26 Β· ⭐ 63 Β· πŸ“ˆ) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT + +## πŸ“‰ Trending Down + +_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ + +- click (πŸ₯‡45 Β· ⭐ 14K Β· πŸ“‰) - Python composable command line interface toolkit. BSD-3 +- docker (πŸ₯ˆ40 Β· ⭐ 6.4K Β· πŸ“‰) - A Python library for the Docker Engine API. Apache-2 +- paramiko (πŸ₯ˆ39 Β· ⭐ 8.6K Β· πŸ“‰) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 +- filesystem_spec (πŸ₯ˆ36 Β· ⭐ 690 Β· πŸ“‰) - A specification that python filesystems should adhere to. BSD-3 +- fabtools (πŸ₯‰23 Β· ⭐ 1.3K Β· πŸ’€) - Tools for writing awesome Fabric files. BSD-2 + diff --git a/history/2023-11-16_projects.csv b/history/2023-11-16_projects.csv new file mode 100644 index 0000000..29ddee9 --- /dev/null +++ b/history/2023-11-16_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,github_release_downloads,monthly_downloads,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,labels,dockerhub_id,helm_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,updated_github_id,trending,conda_dependent_project_count,brew_id,docs_url,gitlab_id,gitlab_url +0,best-of-ml-python - Computer Vision,ml-tooling/best-of-ml-python,Collection of computer vision and image processing libraries.,True,computer-vision,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2023-11-09 18:02:22.000,2023-11-09 18:02:21,436.0,26.0,2094,383.0,231.0,17.0,33.0,14640,2023-11-09 18:02:59.000,2023.11.09,100.0,44.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1,best-of-web-python - Web UI,ml-tooling/best-of-web-python,Collection of libraries to implement web-based UIs.,True,gui-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2023-11-10 20:22:49.000,2023-11-10 20:22:49,282.0,23.0,154,52.0,169.0,1.0,2.0,2056,2023-11-09 18:04:11.000,2023.11.09,100.0,13.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2,best-of-python-dev,ml-tooling/best-of-python-dev,A ranked list of awesome python developer tools and libraries. Updated weekly.,True,dev-utils,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24.000,2023-11-09 14:21:25.000,2023-11-02 18:04:00,279.0,22.0,40,24.0,165.0,3.0,5.0,838,2023-11-02 18:04:09.000,2023.11.02,100.0,7.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3,best-of-web-python,ml-tooling/best-of-web-python,A ranked list of awesome python libraries for web development. Updated weekly.,True,web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2023-11-10 20:22:49.000,2023-11-10 20:22:49,282.0,23.0,154,52.0,169.0,1.0,2.0,2056,2023-11-09 18:04:11.000,2023.11.09,100.0,13.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4,best-of-ml-python,ml-tooling/best-of-ml-python,A ranked list of awesome machine learning Python libraries. Updated weekly.,True,machine-learning,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2023-11-09 18:02:22.000,2023-11-09 18:02:21,436.0,26.0,2094,383.0,231.0,17.0,33.0,14640,2023-11-09 18:02:59.000,2023.11.09,100.0,44.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5,python-patterns,faif/python-patterns,Collection of design patterns/idioms in Python.,True,algorithms,https://github.com/faif/python-patterns,https://github.com/faif/python-patterns,,2012-06-06 21:02:35.000,2023-08-14 05:45:27.000,2023-01-27 22:41:14,830.0,,6876,1666.0,322.0,13.0,73.0,38423,,,,128.0,0,True,21.0,21.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6,best-of-ml-python - NLP,ml-tooling/best-of-ml-python,Collection of text processing and NLP libraries.,True,text,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python#text-data--nlp,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2023-11-09 18:02:22.000,2023-11-09 18:02:21,436.0,26.0,2094,383.0,231.0,17.0,33.0,14640,2023-11-09 18:02:59.000,2023.11.09,100.0,44.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7,numpy,numpy/numpy,The fundamental package for scientific computing with Python.,,data-containers,https://github.com/numpy/numpy,https://github.com/numpy/numpy,BSD-3-Clause,2010-09-13 23:02:39.000,2023-11-16 13:01:02.000,2023-11-16 09:39:36,34144.0,878.0,8506,596.0,13185.0,2178.0,9959.0,24996,2023-11-13 00:42:04.000,1.26.2,154.0,1696.0,54,True,2082943.0,1943753.0,numpy,conda-forge/numpy,879707.0,202699919.0,https://pypi.org/project/numpy,2023-11-12 22:51:49.000,139190.0,201042999.0,https://anaconda.org/conda-forge/numpy,2023-09-21 11:52:08.298,67471340.0,1.0,,,,,,,,,,,,,,,,,,, +8,protobuf,protocolbuffers/protobuf,Protocol Buffers - Googles data interchange format.,,serialization,https://github.com/protocolbuffers/protobuf,https://github.com/protocolbuffers/protobuf,BSD-3-Clause,2014-08-26 15:52:15.000,2023-11-16 12:26:49.000,2023-11-16 12:25:48,16287.0,866.0,15314,2066.0,8747.0,946.0,5009.0,61929,2023-11-15 23:29:56.000,4.25.1,152.0,1182.0,53,True,555152.0,535315.0,protobuf,conda-forge/protobuf,35157473.0,165015955.0,https://pypi.org/project/protobuf,2023-11-15 23:29:56.000,16330.0,157410830.0,https://anaconda.org/conda-forge/protobuf,2023-10-09 03:04:22.510,16333676.0,1.0,google-protobuf,https://www.npmjs.com/package/google-protobuf,2022-10-10 20:14:06.161,3507.0,6379146.0,,,,,,,,,,,,,, +9,pandas,pandas-dev/pandas,"Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R..",,data-containers,https://github.com/pandas-dev/pandas,https://github.com/pandas-dev/pandas,BSD-3-Clause,2010-08-24 01:37:33.000,2023-11-16 12:32:37.000,2023-11-16 02:20:58,33664.0,557.0,16904,1125.0,30435.0,3680.0,21932.0,40336,2023-11-10 19:13:33.000,2.1.3,120.0,3496.0,52,True,1458466.0,1384428.0,pandas,conda-forge/pandas,230936.0,147463402.0,https://pypi.org/project/pandas,2023-11-10 19:13:33.000,74038.0,146221578.0,https://anaconda.org/conda-forge/pandas,2023-11-11 07:59:29.778,45872583.0,1.0,,,,,,['pandas'],,,,,,,,,,,,, +10,ansible,ansible/ansible,Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and..,,infrastructure,https://github.com/ansible/ansible,https://github.com/ansible/ansible,GPL-3.0,2012-03-06 14:58:02.000,2023-11-16 01:58:00.000,2023-11-16 01:57:59,54133.0,203.0,23856,1939.0,50095.0,875.0,31289.0,59261,2023-11-09 20:07:44.000,8.6.1,341.0,6800.0,48,True,34961.0,30885.0,ansible,conda-forge/ansible,,4472954.0,https://pypi.org/project/ansible,2023-11-14 16:07:33.000,4076.0,4449779.0,https://anaconda.org/conda-forge/ansible,2023-10-11 16:44:12.810,973358.0,1.0,,,,,,,,,,,,,,,,,,, +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 18:04:58.000,2023-11-16 13:19:09.000,2023-11-16 13:15:33,22104.0,1177.0,13135,757.0,23696.0,946.0,7495.0,32885,2023-11-06 07:14:17.000,2.7.3,168.0,3074.0,48,True,8852.0,8539.0,apache-airflow,conda-forge/airflow,563204.0,29590549.0,https://pypi.org/project/apache-airflow,2023-11-06 05:43:57.000,313.0,27227426.0,https://anaconda.org/conda-forge/airflow,2023-11-13 20:15:27.982,973745.0,1.0,,,,,,,apache/airflow,stable/airflow,https://hub.docker.com/r/apache/airflow,2023-11-06 06:05:54.262186,481.0,240308509.0,,,,,,, +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 21:38:03.000,2023-11-15 20:49:14.000,2023-11-15 19:17:09,5546.0,198.0,1850,242.0,704.0,182.0,2934.0,8414,2023-11-15 20:49:14.000,1.29.1,1428.0,149.0,48,True,400726.0,382685.0,boto3,conda-forge/boto3,,891626653.0,https://pypi.org/project/boto3,2023-11-15 20:49:14.000,18041.0,891205303.0,https://anaconda.org/conda-forge/boto3,2023-11-15 09:30:54.641,17696724.0,1.0,,,,,,,,,,,,,,,,,,, +13,cryptography,pyca/cryptography,cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.,,cryptography,https://github.com/pyca/cryptography,https://github.com/pyca/cryptography,Apache-2.0,2013-08-07 02:23:38.000,2023-11-16 11:50:31.000,2023-11-16 11:50:23,11130.0,350.0,1674,122.0,7539.0,38.0,2299.0,5883,2023-10-24 16:14:47.000,41.0.5,119.0,300.0,47,True,599645.0,578028.0,cryptography,conda-forge/cryptography,,208290269.0,https://pypi.org/project/cryptography,2023-10-24 16:14:47.000,21617.0,207176204.0,https://anaconda.org/conda-forge/cryptography,2023-11-15 11:21:43.391,44562605.0,1.0,,,,,,,,,,,,,,,,,,, +14,Celery,celery/celery,Asynchronous task queue/job queue based on distributed message passing.,,data-pipelines,https://github.com/celery/celery,https://github.com/celery/celery,BSD-3-Clause,2009-04-24 11:31:24.000,2023-11-14 10:28:14.000,2023-11-13 19:36:52,12367.0,85.0,4571,473.0,3125.0,654.0,4355.0,22535,2023-11-10 13:32:30.000,5.3.5,202.0,1318.0,46,True,131954.0,116875.0,celery,conda-forge/celery,,8503048.0,https://pypi.org/project/celery,2023-11-10 13:28:16.000,15079.0,8466603.0,https://anaconda.org/conda-forge/celery,2023-09-05 18:58:51.808,1494255.0,1.0,,,,,,,,,,,,,,,,,,, +15,pydantic,samuelcolvin/pydantic,Data validation using Python type hints.,,data-validation,https://github.com/pydantic/pydantic,https://github.com/pydantic/pydantic,MIT,2017-05-03 21:23:58.000,2023-11-15 21:25:59.000,2023-11-15 21:05:01,2629.0,248.0,1503,101.0,3212.0,365.0,3023.0,16402,2023-11-15 13:42:46.000,2.5.1,126.0,441.0,45,True,295068.0,285777.0,pydantic,conda-forge/pydantic,,125561044.0,https://pypi.org/project/pydantic,2023-11-15 13:42:46.000,9291.0,125396419.0,https://anaconda.org/conda-forge/pydantic,2023-11-14 07:42:20.207,6585012.0,1.0,,,,,,,,,,,,,pydantic/pydantic,,,,,, +16,click,pallets/click,Python composable command line interface toolkit.,,cli-helpers,https://github.com/pallets/click,https://github.com/pallets/click,BSD-3-Clause,2014-04-24 09:52:19.000,2023-11-07 22:56:25.000,2023-09-01 21:20:27,2402.0,21.0,1358,183.0,1074.0,91.0,1422.0,14488,2023-08-17 17:29:32.000,8.1.7,53.0,366.0,45,True,1526443.0,1451278.0,click,conda-forge/click,137.0,178430637.0,https://pypi.org/project/click,2023-08-17 17:29:10.000,75165.0,177355441.0,https://anaconda.org/conda-forge/click,2023-08-17 22:44:46.345,32255808.0,1.0,,,,,,,,,,,,,,-1.0,,,,, +17,awscli,aws/aws-cli,Universal Command Line Interface for Amazon Web Services.,,infrastructure,https://github.com/aws/aws-cli,https://github.com/aws/aws-cli,Apache-2.0,2012-11-20 16:07:36.000,2023-11-16 00:32:05.000,2023-11-15 19:17:24,11636.0,224.0,3955,572.0,3564.0,534.0,3982.0,14437,2023-11-15 20:49:31.000,1.30.1,1835.0,427.0,44,True,3061.0,3.0,awscli,conda-forge/awscli,1527.0,169478900.0,https://pypi.org/project/awscli,2023-11-15 20:49:31.000,3058.0,168940555.0,https://anaconda.org/conda-forge/awscli,2023-11-15 13:51:55.683,21532822.0,1.0,,,,,,,,,,,,,,,,,,, +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 03:35:03.000,2023-11-16 02:51:52.000,2023-11-15 18:50:19,16673.0,168.0,1217,87.0,703.0,181.0,7370.0,7999,2023-11-02 14:52:13.000,rel_2_0_23,294.0,664.0,44,True,714727.0,667064.0,SQLAlchemy,conda-forge/sqlalchemy,46366.0,103253197.0,https://pypi.org/project/SQLAlchemy,2023-11-02 14:52:02.000,47663.0,102861025.0,https://anaconda.org/conda-forge/sqlalchemy,2023-11-02 19:25:18.675,13692934.0,1.0,,,,,,,,,,,,,,,,,,, +19,botocore,boto/botocore,"The low-level, core functionality of boto3 and the AWS CLI.",,infrastructure,https://github.com/boto/botocore,https://github.com/boto/botocore,Apache-2.0,2012-11-13 13:25:36.000,2023-11-16 02:49:41.000,2023-11-15 19:17:12,10430.0,265.0,1028,64.0,2026.0,149.0,909.0,1343,2023-11-15 20:48:48.000,1.32.1,1825.0,201.0,44,True,298484.0,289913.0,botocore,conda-forge/botocore,,382936700.0,https://pypi.org/project/botocore,2023-11-15 20:48:48.000,8571.0,382261863.0,https://anaconda.org/conda-forge/botocore,2023-11-15 08:48:18.001,24294134.0,1.0,,,,,,,,,,,,,,,,,,, +20,cpython,python/cpython,The Python programming language.,,python-implementations,https://github.com/python/cpython,https://github.com/python/cpython,MIT,2016-03-22 19:11:29.679,2023-11-16 13:24:17.000,2023-11-16 13:04:46,119612.0,1339.0,28155,1506.0,46065.0,8660.0,58441.0,56809,2020-07-22 03:00:52.000,0.0.6,11.0,2687.0,43,True,11.0,3.0,cpython,conda-forge/typing,,129251.0,https://pypi.org/project/cpython,2020-07-22 03:00:52.000,5.0,97365.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,2933553.0,1.0,@buckpkg/python,https://www.npmjs.com/package/@buckpkg/python,2017-08-03 05:51:22.671,3.0,,,,,,,,,,,,,,, +21,rich,Textualize/rich,Rich is a Python library for rich text and beautiful formatting in the terminal.,,cli-helpers,https://github.com/Textualize/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2023-11-15 16:33:44.000,2023-11-15 16:31:56,3870.0,37.0,1675,549.0,1044.0,197.0,1054.0,45439,2023-11-15 16:33:44.000,13.7.0,190.0,235.0,43,True,145382.0,139789.0,rich,conda-forge/rich,,36566223.0,https://pypi.org/project/rich,2023-11-15 16:32:11.000,5593.0,36424633.0,https://anaconda.org/conda-forge/rich,2023-09-30 19:12:41.298,5663626.0,1.0,,,,,,,,,,,,,,,,,,, +22,Datasets,huggingface/datasets,"The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools.",,data-loading,https://github.com/huggingface/datasets,https://github.com/huggingface/datasets,Apache-2.0,2020-03-26 09:23:22.000,2023-11-16 12:12:55.000,2023-11-16 09:03:38,3618.0,87.0,2384,278.0,3795.0,631.0,1954.0,17548,2023-11-16 08:06:00.000,2.15.0,79.0,538.0,43,True,30208.0,29462.0,datasets,conda-forge/datasets,,5716457.0,https://pypi.org/project/datasets,2023-11-16 07:42:48.000,746.0,5700360.0,https://anaconda.org/conda-forge/datasets,2023-10-23 17:53:45.655,563413.0,1.0,,,,,,,,,,,,,,,,,,, +23,Faker,joke2k/faker,Faker is a Python package that generates fake data for you.,,data-loading,https://github.com/joke2k/faker,https://github.com/joke2k/faker,MIT,2012-11-12 23:00:09.000,2023-11-15 11:33:15.170,2023-11-14 20:06:24,3484.0,89.0,1833,221.0,1268.0,21.0,660.0,16514,2023-11-14 18:46:55.000,20.0.3,321.0,549.0,43,True,190238.0,187035.0,Faker,conda-forge/faker,,11258872.0,https://pypi.org/project/Faker,2023-11-14 18:46:45.000,3203.0,11237603.0,https://anaconda.org/conda-forge/faker,2023-11-15 11:33:15.170,872061.0,1.0,,,,,,,,,,,,,,,,,,, +24,Prefect,PrefectHQ/prefect,"Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines.",,data-pipelines,https://github.com/PrefectHQ/prefect,https://github.com/PrefectHQ/prefect,Apache-2.0,2018-06-29 21:59:26.000,2023-11-16 13:09:09.000,2023-11-15 21:51:20,15353.0,427.0,1337,155.0,6361.0,572.0,3696.0,13320,2023-11-09 21:55:05.000,2.14.4,244.0,321.0,43,True,4135.0,3983.0,prefect,conda-forge/prefect,,642916.0,https://pypi.org/project/prefect,2023-11-09 21:55:05.000,152.0,629564.0,https://anaconda.org/conda-forge/prefect,2023-11-10 02:29:52.029,560802.0,1.0,,,,,,,,,,,,,,,,,,, +25,redis,redis/redis-py,Redis Python Client.,,db-clients,https://github.com/redis/redis-py,https://github.com/redis/redis-py,MIT,2009-11-06 10:22:26.000,2023-11-16 12:21:49.000,2023-11-16 11:59:07,2262.0,41.0,2473,323.0,1480.0,227.0,1385.0,11886,2023-09-26 06:51:15.000,5.0.1,119.0,416.0,43,True,27719.0,,redis,conda-forge/redis-py,,36383937.0,https://pypi.org/project/redis,2023-11-16 12:21:49.000,27719.0,36356389.0,https://anaconda.org/conda-forge/redis-py,2023-09-26 08:33:02.363,1129493.0,1.0,,,,,,,,,,,,,,,,,,, +26,google-cloud-storage,googleapis/google-cloud-python,Google Cloud Client Library for Python.,,db-clients,https://github.com/googleapis/google-cloud-python,https://github.com/googleapis/google-cloud-python,Apache-2.0,2014-01-28 15:51:47.000,2023-11-15 15:40:27.000,2023-11-15 15:40:04,37309.0,876.0,1549,299.0,7967.0,56.0,3642.0,4407,2023-11-15 15:40:27.000,google-cloud-monitoring-dashboards-v2.12.3,100.0,507.0,43,True,1989.0,,google-cloud-storage,conda-forge/google-cloud-storage,,56677648.0,https://pypi.org/project/google-cloud-storage,2023-10-31 17:41:47.000,1989.0,56576576.0,https://anaconda.org/conda-forge/google-cloud-storage,2023-11-01 08:55:18.033,4042889.0,1.0,,,,,,,,,,,,,,,,,,, +27,Pygments,pygments/pygments,Pygments is a generic syntax highlighter written in Python.,,others,https://github.com/pygments/pygments,https://github.com/pygments/pygments,BSD-2-Clause,2019-08-31 15:46:03.000,2023-11-16 06:16:32.000,2023-11-14 20:41:45,6574.0,100.0,548,30.0,812.0,401.0,1376.0,1437,2023-08-06 15:15:44.000,2.16.1,61.0,813.0,43,True,651479.0,614257.0,pygments,conda-forge/pygments,,75526733.0,https://pypi.org/project/pygments,2023-08-06 15:14:51.000,37222.0,74822619.0,https://anaconda.org/conda-forge/pygments,2023-08-07 11:47:09.425,26756341.0,1.0,,,,,,,,,,,,,,,,,,, +28,flatbuffers,google/flatbuffers,FlatBuffers: Memory Efficient Serialization Library.,,serialization,https://github.com/google/flatbuffers,https://github.com/google/flatbuffers,Apache-2.0,2014-05-19 18:33:01.000,2023-11-14 22:16:05.000,2023-10-07 19:28:52,3017.0,27.0,3150,641.0,2418.0,161.0,2174.0,21374,2023-05-26 17:35:41.785,23.5.26,35.0,657.0,42,True,79919.0,79318.0,flatbuffers,conda-forge/flatbuffers,300806.0,15151539.0,https://pypi.org/project/flatbuffers,2023-05-26 17:35:41.785,325.0,14138644.0,https://anaconda.org/conda-forge/flatbuffers,2023-06-16 13:16:12.196,907304.0,1.0,flatbuffers,https://www.npmjs.com/package/flatbuffers,2023-05-26 17:35:18.315,276.0,1000152.0,,,,,,,,,,,,,, +29,pulumi,pulumi/pulumi,Pulumi - Infrastructure as Code in any programming language. Build infrastructure intuitively on any cloud using..,,infrastructure,https://github.com/pulumi/pulumi,https://github.com/pulumi/pulumi,Apache-2.0,2016-10-31 21:02:47.000,2023-11-16 13:18:41.000,2023-11-16 09:58:30,10957.0,296.0,1000,176.0,7092.0,1999.0,4692.0,18181,2023-11-15 02:26:57.000,3.94.0,3921.0,243.0,42,True,7879.0,6819.0,pulumi,,1479183.0,2622865.0,https://pypi.org/project/pulumi,2023-11-15 02:26:57.000,165.0,898893.0,,,,2.0,@pulumi/pulumi,https://www.npmjs.com/package/@pulumi/pulumi,2023-11-15 02:26:41.236,895.0,1641796.0,,,,,,,,,,,,,, +30,Dagster,dagster-io/dagster,"An orchestration platform for the development, production, and observation of data assets.",,data-pipelines,https://github.com/dagster-io/dagster,https://github.com/dagster-io/dagster,Apache-2.0,2018-04-30 16:30:04.000,2023-11-16 02:14:48.000,2023-11-15 22:46:19,16444.0,1073.0,1104,103.0,10828.0,2153.0,4422.0,8949,2023-11-15 01:25:21.000,1.5.8,582.0,363.0,42,True,1815.0,1684.0,dagster,conda-forge/dagster,,822679.0,https://pypi.org/project/dagster,2023-11-15 00:52:59.000,131.0,798007.0,https://anaconda.org/conda-forge/dagster,2023-11-15 14:03:01.988,1036229.0,1.0,,,,,,,,,,,,,,,,,,, +31,Beam,apache/beam,"Unified programming model to define and execute data processing pipelines, including ETL, batch and stream processing.",,data-pipelines,https://github.com/apache/beam,https://github.com/apache/beam,Apache-2.0,2016-02-02 08:00:06.000,2023-11-16 09:34:57.000,2023-11-16 02:50:42,41052.0,981.0,4029,258.0,23199.0,4224.0,2034.0,7234,2023-10-12 02:30:12.000,2.51.0,101.0,1580.0,42,True,182.0,2.0,apache-beam,conda-forge/apache-beam-with-aws,,6976969.0,https://pypi.org/project/apache-beam,2023-11-13 23:04:59.000,180.0,6974781.0,https://anaconda.org/conda-forge/apache-beam-with-aws,2023-10-12 14:22:38.428,56903.0,1.0,,,,,,,,,,,,,,,,,,, +32,azure-storage-blob,Azure/azure-sdk-for-python,This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting..,,db-clients,https://github.com/Azure/azure-sdk-for-python,https://github.com/Azure/azure-sdk-for-python,MIT,2012-04-24 16:46:12.000,2023-11-16 11:36:14.000,2023-11-16 00:46:45,16063.0,799.0,2587,376.0,24312.0,1123.0,7775.0,3909,2023-11-13 23:41:43.000,azure-servicebus_7.11.4,100.0,662.0,42,True,3056.0,2347.0,azure-storage-blob,conda-forge/azure-storage-blob,,44736052.0,https://pypi.org/project/azure-storage-blob,2023-11-07 23:50:46.000,709.0,44710307.0,https://anaconda.org/conda-forge/azure-storage-blob,2023-11-08 03:20:44.805,1055571.0,1.0,,,,,,,,,,,,,,,,,,, +33,docker-compose,docker/compose,Define and run multi-container applications with Docker.,,infrastructure,https://github.com/docker/compose,https://github.com/docker/compose,Apache-2.0,2013-12-09 11:40:58.000,2023-11-16 11:26:38.000,2023-11-16 11:25:13,4473.0,128.0,4995,715.0,3874.0,197.0,6964.0,30913,2023-11-16 07:50:53.000,2.23.1,144.0,472.0,41,True,1560.0,312.0,docker-compose,conda-forge/docker-compose,112369691.0,3387789.0,https://pypi.org/project/docker-compose,2021-05-10 11:22:10.000,1248.0,1372010.0,https://anaconda.org/conda-forge/docker-compose,2023-10-02 18:04:01.931,376315.0,2.0,,,,,,,,,,,,,,,,,,, +34,polars,pola-rs/polars,"Dataframes powered by a multithreaded, vectorized query engine, written in Rust.",,data-containers,https://github.com/pola-rs/polars,https://github.com/pola-rs/polars,MIT,2020-05-13 19:45:33.000,2023-11-16 13:15:56.000,2023-11-16 12:55:30,7998.0,884.0,1243,136.0,6895.0,1127.0,4423.0,21561,2023-11-10 16:23:01.000,py-0.19.13,322.0,309.0,41,True,5210.0,4891.0,polars,,58.0,2747873.0,https://pypi.org/project/polars,2023-11-10 16:20:51.000,319.0,2747869.0,,,,1.0,,,,,,,,,,,,,,,,,,, +35,peewee,coleifer/peewee,"a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb.",,db-clients,https://github.com/coleifer/peewee,https://github.com/coleifer/peewee,MIT,2010-10-11 20:14:11.000,2023-11-09 13:33:56.000,2023-11-03 13:56:15,4561.0,23.0,1370,198.0,473.0,1.0,2329.0,10444,2023-10-13 15:46:19.000,3.17.0,185.0,153.0,41,True,28121.0,24399.0,peewee,conda-forge/peewee,,1614954.0,https://pypi.org/project/peewee,2023-10-13 15:45:49.000,3722.0,1600191.0,https://anaconda.org/conda-forge/peewee,2023-10-13 19:03:08.980,575770.0,1.0,,,,,,,,,,,,,,,,,,, +36,jsonschema,Julian/jsonschema,An implementation of the JSON Schema specification for Python.,,data-validation,https://github.com/python-jsonschema/jsonschema,https://github.com/python-jsonschema/jsonschema,MIT,2011-12-30 03:37:43.000,2023-11-13 18:57:44.000,2023-11-13 18:57:43,2592.0,50.0,574,59.0,339.0,30.0,764.0,4296,2023-10-30 13:33:57.000,4.19.2,99.0,109.0,41,True,498045.0,479150.0,jsonschema,conda-forge/jsonschema,106.0,102404900.0,https://pypi.org/project/jsonschema,2023-10-30 13:33:48.000,18895.0,101727449.0,https://anaconda.org/conda-forge/jsonschema,2023-10-30 15:13:31.902,25065558.0,1.0,,,,,,,,,,,,,python-jsonschema/jsonschema,,,,,, +37,elasticsearch,elastic/elasticsearch-py,Official Python client for Elasticsearch.,,db-clients,https://github.com/elastic/elasticsearch-py,https://github.com/elastic/elasticsearch-py,Apache-2.0,2013-05-01 22:47:39.000,2023-11-16 10:30:28.000,2023-11-16 10:26:58,1575.0,48.0,1199,401.0,1318.0,58.0,1001.0,4045,2023-11-13 13:01:40.000,8.11.0,136.0,198.0,41,True,48974.0,42848.0,elasticsearch,conda-forge/elasticsearch,3525.0,15726440.0,https://pypi.org/project/elasticsearch,2023-11-13 13:01:40.000,6126.0,15703808.0,https://anaconda.org/conda-forge/elasticsearch,2023-11-13 15:52:43.303,946570.0,1.0,,,,,,,,,,,,,,,,,,, +38,h5py,h5py/h5py,HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.,,data-containers,https://github.com/h5py/h5py,https://github.com/h5py/h5py,BSD-3-Clause,2012-09-21 00:40:02.000,2023-11-06 19:30:52.000,2023-10-25 22:59:27,4329.0,61.0,530,57.0,893.0,257.0,1207.0,1950,2023-10-09 14:43:38.000,3.10.0,38.0,197.0,41,True,255970.0,240961.0,h5py,conda-forge/h5py,2922.0,16146252.0,https://pypi.org/project/h5py,2023-10-09 14:43:38.000,15009.0,15808434.0,https://anaconda.org/conda-forge/h5py,2023-10-09 21:50:39.026,13849067.0,1.0,,,,,,,,,,,,,,,,,,, +39,cookiecutter,cookiecutter/cookiecutter,"A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python..",,others,https://github.com/cookiecutter/cookiecutter,https://github.com/cookiecutter/cookiecutter,BSD-3-Clause,2013-07-14 18:31:22.000,2023-11-13 21:09:11.000,2023-11-09 18:55:02,3034.0,23.0,1917,228.0,1115.0,210.0,632.0,20681,2023-09-29 13:07:23.000,2.4.0,40.0,316.0,40,True,25091.0,23484.0,cookiecutter,conda-forge/cookiecutter,,3233175.0,https://pypi.org/project/cookiecutter,2023-09-29 13:07:23.000,1607.0,3202888.0,https://anaconda.org/conda-forge/cookiecutter,2023-09-29 16:10:18.671,908634.0,1.0,,,,,,,,,,,,,,,,,,, +40,kivy,kivy/kivy,"Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS.",,gui-dev,https://github.com/kivy/kivy,https://github.com/kivy/kivy,MIT,2010-11-03 20:27:32.000,2023-11-16 13:09:01.000,2023-11-12 15:16:51,12839.0,32.0,3028,607.0,3549.0,978.0,4185.0,16438,2023-06-17 17:37:56.000,2.2.1,44.0,600.0,40,True,11944.0,11333.0,kivy,conda-forge/kivy,34086.0,155636.0,https://pypi.org/project/kivy,2022-03-06 08:44:02.000,611.0,147483.0,https://anaconda.org/conda-forge/kivy,2023-09-19 14:04:00.409,329351.0,1.0,,,,,,,,,,,,,,,,,,, +41,Great Expectations,great-expectations/great_expectations,Always know what to expect from your data.,,data-pipelines,https://github.com/great-expectations/great_expectations,https://github.com/great-expectations/great_expectations,Apache-2.0,2017-09-11 00:18:46.000,2023-11-16 13:28:28.000,2023-11-15 19:53:46,11724.0,263.0,1397,78.0,7063.0,149.0,1642.0,8959,2023-11-14 18:06:30.000,0.18.2,254.0,416.0,40,True,50.0,,great_expectations,conda-forge/great-expectations,,12429057.0,https://pypi.org/project/great_expectations,2023-11-09 19:50:30.000,50.0,12411583.0,https://anaconda.org/conda-forge/great-expectations,2023-11-09 21:42:23.063,733927.0,2.0,,,,,,,,,,,,,,,,,,, +42,PyMySQL,PyMySQL/PyMySQL,MySQL client library for Python.,,db-clients,https://github.com/PyMySQL/PyMySQL,https://github.com/PyMySQL/PyMySQL,MIT,2011-07-27 17:38:47.000,2023-11-16 10:39:02.000,2023-11-16 10:39:02,1096.0,15.0,1425,229.0,487.0,15.0,629.0,7425,2023-06-26 05:34:54.000,1.1.0,42.0,124.0,40,True,193302.0,192910.0,PyMySQL,conda-forge/pymysql,,42724068.0,https://pypi.org/project/PyMySQL,2023-06-26 05:34:24.409,392.0,42692718.0,https://anaconda.org/conda-forge/pymysql,2023-06-26 13:59:27.383,1254007.0,2.0,,,,,,,,,,,,,,,,,,, +43,marshmallow,marshmallow-code/marshmallow,A lightweight library for converting complex objects to and from simple Python datatypes.,,serialization,https://github.com/marshmallow-code/marshmallow,https://github.com/marshmallow-code/marshmallow,MIT,2013-11-10 21:32:24.000,2023-11-15 21:08:56.000,2023-11-15 21:08:55,3253.0,17.0,628,82.0,1015.0,160.0,1036.0,6720,2023-07-20 22:08:23.000,3.20.1,171.0,208.0,40,True,116634.0,106299.0,marshmallow,conda-forge/marshmallow,,30584015.0,https://pypi.org/project/marshmallow,2023-07-20 22:08:23.000,10335.0,30530644.0,https://anaconda.org/conda-forge/marshmallow,2023-07-21 07:34:27.618,2188246.0,2.0,,,,,,,,,,,,,,,,,,, +44,docker,docker/docker-py,A Python library for the Docker Engine API.,,infrastructure,https://github.com/docker/docker-py,https://github.com/docker/docker-py,Apache-2.0,2013-05-23 16:15:07.000,2023-10-17 22:41:31.000,2023-08-21 13:31:57,3338.0,2.0,1661,197.0,1573.0,440.0,1214.0,6442,2023-07-20 15:18:46.499,0.0.1,84.0,443.0,40,True,74755.0,70828.0,docker,conda-forge/docker-py,728.0,34727454.0,https://pypi.org/project/docker,2023-06-01 14:26:11.333,3927.0,34632732.0,https://anaconda.org/conda-forge/docker-py,2023-07-08 08:41:03.089,3883386.0,2.0,,,,,,,,,,,,,,-2.0,,,,, +45,joblib,joblib/joblib,Computing with Python functions.,,data-pipelines,https://github.com/joblib/joblib,https://github.com/joblib/joblib,BSD-3-Clause,2010-05-07 06:48:26.000,2023-11-16 11:27:55.000,2023-11-16 11:27:55,1497.0,15.0,384,61.0,709.0,400.0,465.0,3484,2023-08-09 09:27:06.000,1.3.2,110.0,127.0,40,True,361515.0,355084.0,joblib,conda-forge/joblib,,41245048.0,https://pypi.org/project/joblib,2023-08-09 09:23:34.000,6431.0,40666721.0,https://anaconda.org/conda-forge/joblib,2023-08-09 10:36:06.506,23133110.0,2.0,,,,,,,,,,,,,,,,,,, +46,xarray,pydata/xarray,N-D labeled arrays and datasets in Python.,,data-containers,https://github.com/pydata/xarray,https://github.com/pydata/xarray,Apache-2.0,2013-09-30 17:21:10.000,2023-11-16 10:41:45.000,2023-11-15 17:05:22,4847.0,158.0,972,110.0,3751.0,1169.0,2960.0,3235,2023-10-19 22:47:25.000,2023.10.1,85.0,460.0,40,True,23905.0,21865.0,xarray,conda-forge/xarray,,3752129.0,https://pypi.org/project/xarray,2023-10-19 22:47:25.000,2040.0,3519030.0,https://anaconda.org/conda-forge/xarray,2023-10-20 01:16:07.998,9323980.0,2.0,,,,,,,,,,,,,,,,,,, +47,uvloop,MagicStack/uvloop,Ultra fast asyncio event loop.,,async,https://github.com/MagicStack/uvloop,https://github.com/MagicStack/uvloop,Apache-2.0,2015-11-08 04:14:54.000,2023-11-14 16:21:41.000,2023-10-22 20:53:42,936.0,10.0,566,226.0,248.0,87.0,257.0,9674,2023-10-22 22:02:54.000,0.19.0,80.0,60.0,39,True,105262.0,103345.0,uvloop,conda-forge/uvloop,423.0,10898744.0,https://pypi.org/project/uvloop,2023-10-22 22:02:54.000,1917.0,10880717.0,https://anaconda.org/conda-forge/uvloop,2023-10-23 19:09:59.969,666876.0,1.0,,,,,,,,,,,,,,,,,,, +48,paramiko,paramiko/paramiko,The leading native Python SSHv2 protocol library.,,infrastructure,https://github.com/paramiko/paramiko,https://github.com/paramiko/paramiko,LGPL-2.1,2009-02-02 03:41:08.000,2023-11-09 12:19:20.000,2023-09-24 00:00:44,3958.0,8.0,1854,316.0,768.0,778.0,781.0,8586,,,29.0,187.0,39,True,86112.0,86112.0,paramiko,conda-forge/paramiko,,46870115.0,https://pypi.org/project/paramiko,,,46769327.0,https://anaconda.org/conda-forge/paramiko,2023-07-30 12:08:35.453,4031552.0,2.0,,,,,,,,,,,,,,-2.0,,,,, +49,arrow,arrow-py/arrow,Better dates & times for Python.,,date-time-utils,https://github.com/arrow-py/arrow,https://github.com/arrow-py/arrow,Apache-2.0,2012-11-18 20:23:27.000,2023-11-08 16:36:27.000,2023-09-30 22:03:06,1402.0,6.0,667,135.0,673.0,97.0,399.0,8417,2023-09-30 22:11:17.000,1.3.0,64.0,270.0,39,True,82287.0,77485.0,arrow,conda-forge/arrow,,20899408.0,https://pypi.org/project/arrow,2023-09-30 22:11:16.000,4802.0,20818497.0,https://anaconda.org/conda-forge/arrow,2023-10-01 03:00:03.614,3317370.0,1.0,,,,,,,,,,,,,,,,,,, +50,kafka-python,dpkp/kafka-python,Python client for Apache Kafka.,,db-clients,https://github.com/dpkp/kafka-python,https://github.com/dpkp/kafka-python,Apache-2.0,2012-09-24 13:00:26.000,2023-11-07 04:20:20.000,2023-11-07 04:20:17,2175.0,9.0,1359,150.0,966.0,297.0,1194.0,5366,2020-09-30 07:33:37.000,2.0.1,36.0,217.0,39,True,22669.0,21246.0,kafka-python,conda-forge/kafka-python,1834.0,7247661.0,https://pypi.org/project/kafka-python,2020-09-30 07:24:01.000,1423.0,7242221.0,https://anaconda.org/conda-forge/kafka-python,2023-06-16 13:25:06.579,423137.0,2.0,,,,,,,,,,,,,,,,,,, +51,attrs,python-attrs/attrs,Python Classes Without Boilerplate.,,utilities,https://github.com/python-attrs/attrs,https://github.com/python-attrs/attrs,MIT,2015-01-27 15:01:01.000,2023-11-13 23:30:27.000,2023-11-11 10:54:24,1375.0,24.0,365,65.0,545.0,119.0,542.0,4936,2023-04-16 10:50:23.776,23.1.0,27.0,148.0,39,True,897186.0,878920.0,attrs,conda-forge/attrs,,131261196.0,https://pypi.org/project/attrs,2023-04-16 10:50:23.776,18266.0,130847083.0,https://anaconda.org/conda-forge/attrs,2023-06-16 13:22:51.814,33129077.0,1.0,,,,,,,,,,,,,,,,,,, +52,pymongo,mongodb/mongo-python-driver,PyMongo - the Official MongoDB Python driver.,,db-clients,https://github.com/mongodb/mongo-python-driver,https://github.com/mongodb/mongo-python-driver,Apache-2.0,2009-01-15 15:18:06.000,2023-11-16 12:51:26.000,2023-11-15 20:03:36,5469.0,70.0,1178,241.0,1428.0,9.0,,3951,2023-11-01 22:19:31.000,4.6.0,135.0,205.0,39,True,20134.0,,pymongo,conda-forge/pymongo,,23519264.0,https://pypi.org/project/pymongo,2023-11-01 22:09:27.000,20134.0,23485480.0,https://anaconda.org/conda-forge/pymongo,2023-11-02 02:45:48.721,1351390.0,2.0,,,,,,,,,,,,,,,,,,, +53,more-itertools,more-itertools/more-itertools,"More routines for operating on iterables, beyond itertools.",,utilities,https://github.com/more-itertools/more-itertools,https://github.com/more-itertools/more-itertools,MIT,2012-04-26 05:15:14.000,2023-11-06 20:54:11.000,2023-11-06 20:54:11,1553.0,36.0,256,40.0,497.0,25.0,261.0,3252,2023-08-04 13:37:51.000,10.1.0,44.0,111.0,39,True,208713.0,199753.0,more-itertools,conda-forge/more-itertools,2805.0,60721553.0,https://pypi.org/project/more-itertools,2023-08-03 16:36:29.000,8960.0,60396771.0,https://anaconda.org/conda-forge/more-itertools,2023-08-03 18:26:25.097,13314670.0,1.0,,,,,,,,,,,,,,,,,,, +54,psycopg2,psycopg/psycopg2,PostgreSQL database adapter for the Python programming language.,,db-clients,https://github.com/psycopg/psycopg2,https://github.com/psycopg/psycopg2,BSD-3-Clause-Attribution,2013-01-21 11:05:11.000,2023-11-14 16:51:42.838,2023-11-01 10:45:52,3078.0,20.0,491,72.0,295.0,19.0,1249.0,3075,2023-10-03 12:45:27.000,2.9.9,62.0,135.0,39,False,738315.0,676759.0,psycopg2,psycopg2,,15359827.0,https://pypi.org/project/psycopg2,2023-10-03 12:45:27.000,61536.0,15357251.0,https://anaconda.org/anaconda/psycopg2,2023-11-14 16:51:42.838,247297.0,2.0,,,,,,,,,,,,,,,20.0,,,, +55,PyYAML,yaml/pyyaml,Canonical source repository for PyYAML.,,file-formats,https://github.com/yaml/pyyaml,https://github.com/yaml/pyyaml,MIT,2011-11-03 05:09:49.000,2023-11-14 16:25:37.000,2023-11-14 16:25:37,322.0,6.0,504,54.0,261.0,271.0,310.0,2310,2023-07-18 00:00:10.531,6.0.1,40.0,40.0,39,True,1074335.0,997415.0,pyyaml,conda-forge/pyyaml,,237397757.0,https://pypi.org/project/pyyaml,2023-07-18 00:00:10.531,76920.0,236333132.0,https://anaconda.org/conda-forge/pyyaml,2023-09-22 09:16:45.760,40455761.0,1.0,,,,,,,,,,,,,,,,,,, +56,python-dateutil,dateutil/dateutil,Useful extensions to the standard Python datetime features.,,date-time-utils,https://github.com/dateutil/dateutil,https://github.com/dateutil/dateutil,Apache-2.0,2014-11-19 18:56:16.000,2023-11-13 17:22:29.000,2023-11-13 16:35:34,1579.0,4.0,445,45.0,630.0,341.0,403.0,2157,2021-07-14 08:19:18.000,2.8.2,32.0,131.0,39,True,1245998.0,1241725.0,python-dateutil,conda-forge/python-dateutil,35050.0,228540754.0,https://pypi.org/project/python-dateutil,2021-07-14 08:19:18.000,4273.0,227972194.0,https://anaconda.org/conda-forge/python-dateutil,2023-06-16 13:24:59.139,51140139.0,1.0,,,,,,,,,,,,,,,,,,, +57,pyparsing,pyparsing/pyparsing,Python library for creating PEG parsers.,,others,https://github.com/pyparsing/pyparsing,https://github.com/pyparsing/pyparsing,MIT,2017-05-14 18:07:01.000,2023-11-14 03:29:16.000,2023-11-07 14:32:31,1172.0,8.0,260,25.0,174.0,31.0,288.0,1985,2023-07-30 15:17:13.000,3.1.1,71.0,62.0,39,True,916589.0,884293.0,pyparsing,conda-forge/pyparsing,8631.0,97524843.0,https://pypi.org/project/pyparsing,2023-07-30 15:06:59.000,32296.0,95907457.0,https://anaconda.org/conda-forge/pyparsing,2023-07-30 17:27:09.596,40431198.0,1.0,,,,,,,,,,,,,,,,,,, +58,traitlets,ipython/traitlets,A lightweight Traits like module.,,configuration,https://github.com/ipython/traitlets,https://github.com/ipython/traitlets,BSD-3-Clause,2013-12-06 20:45:45.000,2023-11-15 10:38:39.000,2023-11-13 19:21:19,1996.0,32.0,194,26.0,602.0,93.0,197.0,583,2023-10-30 11:10:33.000,5.13.0,49.0,110.0,39,True,388445.0,373702.0,traitlets,conda-forge/traitlets,265.0,34957600.0,https://pypi.org/project/traitlets,2023-10-30 11:10:25.000,14743.0,34315284.0,https://anaconda.org/conda-forge/traitlets,2023-10-30 13:09:06.478,24407494.0,1.0,,,,,,,,,,,,,,,,,,, +59,rq,rq/rq,Simple job queues for Python.,,data-pipelines,https://github.com/rq/rq,https://github.com/rq/rq,BSD-3-Clause,2011-11-14 10:53:48.000,2023-11-13 02:10:00.000,2023-11-11 01:01:15,1802.0,7.0,1361,210.0,860.0,163.0,932.0,9219,2023-06-22 02:17:03.239,1.15.1,76.0,300.0,38,True,16801.0,15021.0,rq,conda-forge/rq,,1387307.0,https://pypi.org/project/rq,2023-06-22 02:17:03.239,1780.0,1384566.0,https://anaconda.org/conda-forge/rq,2023-09-04 10:10:27.153,98700.0,2.0,,,,,,,,,,,,,,,,,,, +60,python-prompt-toolkit,prompt-toolkit/python-prompt-toolkit,Library for building powerful interactive command line applications in Python.,,cli-helpers,https://github.com/prompt-toolkit/python-prompt-toolkit,https://github.com/prompt-toolkit/python-prompt-toolkit,BSD-3-Clause,2014-01-25 22:12:08.000,2023-11-14 12:01:09.748,2023-11-14 08:58:07,2721.0,16.0,730,148.0,735.0,589.0,553.0,8651,2023-11-14 08:57:52.000,3.0.41,125.0,221.0,38,True,1633.0,,prompt_toolkit,conda-forge/prompt-toolkit,,37859654.0,https://pypi.org/project/prompt_toolkit,2023-11-14 08:57:52.000,1633.0,37348608.0,https://anaconda.org/conda-forge/prompt-toolkit,2023-11-14 12:01:09.748,19930823.0,2.0,,,,,,,,,,,,,,,,,,, +61,kubernetes,kubernetes-client/python,Official Python client library for kubernetes.,,infrastructure,https://github.com/kubernetes-client/python,https://github.com/kubernetes-client/python,Apache-2.0,2016-10-31 20:08:03.000,2023-11-15 02:43:09.000,2023-10-16 20:26:42,1711.0,33.0,3262,140.0,870.0,110.0,1166.0,6111,2023-09-18 17:33:52.000,28.1.0,90.0,187.0,38,True,1433.0,,kubernetes,conda-forge/kubernetes,,16744481.0,https://pypi.org/project/kubernetes,2023-09-18 17:32:05.000,1433.0,16733479.0,https://anaconda.org/conda-forge/kubernetes,2023-06-19 10:32:08.288,462091.0,2.0,,,,,,,,,,,,,,,,,,, +62,pycryptodomex,Legrandin/pycryptodome,A self-contained cryptographic library for Python.,,cryptography,https://github.com/Legrandin/pycryptodome,https://github.com/Legrandin/pycryptodome,BSD-3-Clause,2014-05-02 15:11:38.000,2023-11-15 16:14:54.000,2023-10-28 23:24:31,2853.0,35.0,454,63.0,209.0,64.0,503.0,2521,2023-09-16 08:33:19.000,3.19.0x,47.0,144.0,38,True,82900.0,81254.0,pycryptodomex,conda-forge/pycryptodomex,203.0,35390725.0,https://pypi.org/project/pycryptodomex,2023-09-16 08:28:22.000,1646.0,35352368.0,https://anaconda.org/conda-forge/pycryptodomex,2023-09-23 12:01:55.967,1534259.0,2.0,,,,,,,,,,,,,,,,,,, +63,pexpect,pexpect/pexpect,A Python module for controlling interactive programs in a pseudo-terminal.,,process-utils,https://github.com/pexpect/pexpect,https://github.com/pexpect/pexpect,ISC,2013-09-17 17:36:44.000,2023-10-05 14:56:48.000,2023-09-29 19:42:31,1627.0,12.0,464,96.0,305.0,183.0,324.0,2457,2020-01-21 16:37:03.000,4.8.0,19.0,108.0,38,True,343082.0,326872.0,pexpect,conda-forge/pexpect,4368.0,39666513.0,https://pypi.org/project/pexpect,2020-01-21 16:37:03.000,16210.0,39484167.0,https://anaconda.org/conda-forge/pexpect,2023-06-16 13:23:50.718,16590250.0,1.0,,,,,,,,,,,,,,,,,,, +64,alembic,sqlalchemy/alembic,A database migrations tool for SQLAlchemy.,,db-clients,https://github.com/sqlalchemy/alembic,https://github.com/sqlalchemy/alembic,MIT,2018-11-27 03:02:53.000,2023-11-16 09:30:23.000,2023-11-08 15:24:41,1756.0,35.0,203,19.0,133.0,104.0,910.0,2213,2023-10-26 15:10:48.000,rel_1_12_1,121.0,177.0,38,True,200709.0,189156.0,alembic,conda-forge/alembic,,34778335.0,https://pypi.org/project/alembic,2023-10-26 15:10:40.000,11553.0,34675728.0,https://anaconda.org/conda-forge/alembic,2023-10-26 19:16:26.685,3899075.0,2.0,,,,,,,,,,,,,,,,,,, +65,msgpack,msgpack/msgpack-python,MessagePack serializer implementation for Python msgpack.org[Python].,,serialization,https://github.com/msgpack/msgpack-python,https://github.com/msgpack/msgpack-python,Apache-2.0,2011-08-21 08:24:41.000,2023-11-15 14:34:33.000,2023-11-15 14:34:32,867.0,11.0,250,48.0,290.0,7.0,271.0,1793,2023-09-28 13:18:30.000,1.0.7,23.0,78.0,38,True,112474.0,110166.0,msgpack,conda-forge/msgpack-python,1275.0,56260645.0,https://pypi.org/project/msgpack,2023-09-28 13:18:30.000,2308.0,55870910.0,https://anaconda.org/conda-forge/msgpack-python,2023-09-23 10:50:44.158,14419559.0,2.0,,,,,,,,,,,,,,,,,,, +66,greenlet,python-greenlet/greenlet,Lightweight in-process concurrent programming.,,async,https://github.com/python-greenlet/greenlet,https://github.com/python-greenlet/greenlet,MIT,2011-12-17 21:12:01.000,2023-10-25 14:31:04.225,2023-10-25 12:23:58,971.0,42.0,230,53.0,154.0,23.0,208.0,1543,2023-10-25 11:50:28.000,3.0.1,49.0,67.0,38,True,317415.0,306974.0,greenlet,conda-forge/greenlet,,86657403.0,https://pypi.org/project/greenlet,2023-10-25 11:50:28.000,10441.0,86451842.0,https://anaconda.org/conda-forge/greenlet,2023-10-25 14:31:04.225,8428020.0,2.0,,,,,,,,,,,,,,,,,,, +67,PyTables,PyTables/PyTables,A Python package to manage extremely large amounts of data.,,data-containers,https://github.com/PyTables/PyTables,https://github.com/PyTables/PyTables,BSD-3-Clause,2011-06-03 19:44:46.000,2023-11-13 12:28:13.000,2023-11-13 12:28:13,4798.0,196.0,259,60.0,366.0,159.0,546.0,1235,2023-10-06 16:01:39.000,3.9.1,45.0,124.0,38,True,52591.0,49999.0,tables,conda-forge/pytables,180.0,919223.0,https://pypi.org/project/tables,2023-10-06 15:50:38.000,2592.0,752194.0,https://anaconda.org/conda-forge/pytables,2023-10-07 10:19:49.597,6681094.0,2.0,,,,,,,,,,,,,,,,,,, +68,luigi,spotify/luigi,"Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution,..",,data-pipelines,https://github.com/spotify/luigi,https://github.com/spotify/luigi,Apache-2.0,2012-09-20 15:06:38.000,2023-11-16 12:40:29.000,2023-10-25 23:50:29,4088.0,8.0,2379,479.0,2282.0,121.0,879.0,16903,2023-10-05 11:21:35.000,3.4.0,80.0,607.0,37,True,2654.0,2239.0,luigi,luigi,,645528.0,https://pypi.org/project/luigi,2023-10-05 11:19:30.000,413.0,645376.0,https://anaconda.org/anaconda/luigi,2023-06-16 13:25:26.049,14227.0,2.0,,,,,,,,stable/luigi,,,,,,,2.0,,,, +69,fabric,fabric/fabric,"Simple, Pythonic remote execution and deployment.",,infrastructure,https://github.com/fabric/fabric,https://github.com/fabric/fabric,BSD-2-Clause,2009-05-01 01:14:24.000,2023-10-02 00:20:18.000,2023-09-23 23:05:56,1604.0,14.0,1980,465.0,551.0,469.0,1310.0,14310,2023-08-31 01:42:03.000,3.2.2,130.0,136.0,37,True,155.0,21.0,fabric,conda-forge/fabric,,4928931.0,https://pypi.org/project/fabric,2023-08-31 01:42:03.000,134.0,4926648.0,https://anaconda.org/conda-forge/fabric,2023-08-31 04:59:09.600,77632.0,3.0,,,,,,,,,,,,,,,,,,, +70,tink,google/tink,"Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy..",,cryptography,https://github.com/google/tink,https://github.com/google/tink,Apache-2.0,2014-06-06 16:21:09.000,2023-11-06 14:46:33.000,2023-08-29 10:07:13,6966.0,68.0,1225,342.0,243.0,39.0,445.0,13364,2023-08-28 10:59:22.000,1.8.0,21.0,116.0,37,True,972.0,967.0,tink,,1097.0,205409.0,https://pypi.org/project/tink,2023-08-28 10:59:22.000,4.0,205010.0,,,,2.0,tink-crypto,https://www.npmjs.com/package/tink-crypto,2023-05-02 19:29:05.212,1.0,385.0,,,,,,,,,,,,,, +71,PySimpleGUI,PySimpleGUI/PySimpleGUI,PySimpleGUI is a Python package that enables Python programmers of all levels to create GUIs.,,gui-dev,https://github.com/PySimpleGUI/PySimpleGUI,https://github.com/PySimpleGUI/PySimpleGUI,LGPL-3.0,2018-07-11 18:28:58.000,2023-11-16 07:31:55.000,2023-11-13 18:15:38,6858.0,49.0,1752,228.0,3070.0,723.0,2758.0,12215,2023-06-09 10:14:19.000,4.60.5,181.0,18.0,37,True,10530.0,10215.0,pysimplegui,conda-forge/pysimplegui,,416117.0,https://pypi.org/project/pysimplegui,2022-10-10 23:14:01.867,315.0,413578.0,https://anaconda.org/conda-forge/pysimplegui,2023-06-16 16:16:23.007,129519.0,2.0,,,,,,,,,,,,,,,,,,, +72,Kedro,kedro-org/kedro,Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create..,,data-pipelines,https://github.com/kedro-org/kedro,https://github.com/kedro-org/kedro,Apache-2.0,2019-04-18 10:29:56.000,2023-11-16 13:24:57.000,2023-11-16 12:26:11,2459.0,95.0,837,109.0,1489.0,358.0,1249.0,8988,2023-10-18 14:58:27.000,0.18.14,46.0,217.0,37,True,2053.0,1984.0,kedro,,,360386.0,https://pypi.org/project/kedro,2023-10-18 14:58:27.000,69.0,360386.0,,,,2.0,,,,,,,,,,,,,,,,,,, +73,dbt,dbt-labs/dbt-core,dbt enables data analysts and engineers to transform their data using the same practices that software engineers use..,,data-pipelines,https://github.com/dbt-labs/dbt-core,https://github.com/dbt-labs/dbt-core,Apache-2.0,2016-03-10 02:38:00.000,2023-11-16 09:08:51.000,2023-11-16 00:03:43,6466.0,124.0,1354,136.0,4073.0,491.0,4168.0,7789,2023-11-08 23:54:54.000,1.6.8,195.0,300.0,37,True,3691.0,3661.0,dbt,conda-forge/dbt,3072.0,104040.0,https://pypi.org/project/dbt,2023-11-03 19:44:10.000,30.0,100899.0,https://anaconda.org/conda-forge/dbt,2023-06-16 13:24:35.863,250358.0,2.0,,,,,,,,,,,,,,,,dbt,,, +74,python-dotenv,theskumar/python-dotenv,Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications..,,configuration,https://github.com/theskumar/python-dotenv,https://github.com/theskumar/python-dotenv,BSD-3-Clause,2014-09-06 05:35:17.000,2023-11-15 22:02:55.000,2023-07-07 17:27:15,356.0,,374,35.0,228.0,40.0,227.0,6601,2023-02-24 06:47:13.294,1.0.0,44.0,93.0,37,True,612682.0,603484.0,python-dotenv,conda-forge/python-dotenv,,34808767.0,https://pypi.org/project/python-dotenv,2023-02-24 06:47:13.294,9198.0,34737378.0,https://anaconda.org/conda-forge/python-dotenv,2023-09-04 22:19:51.991,2855598.0,2.0,,,,,,,,,,,,,,,,,,, +75,watchdog,gorakhargosh/watchdog,Python library and shell utilities to monitor filesystem events.,,file-path-utils,https://github.com/gorakhargosh/watchdog,https://github.com/gorakhargosh/watchdog,Apache-2.0,2010-10-23 12:00:17.000,2023-10-25 21:38:32.000,2023-10-10 18:33:40,1448.0,6.0,682,134.0,389.0,174.0,456.0,6036,2023-07-20 15:43:30.598,0.3.6,46.0,146.0,37,True,123949.0,115804.0,watchdog,conda-forge/watchdog,,13900017.0,https://pypi.org/project/watchdog,2023-03-20 09:21:11.408,8145.0,13836417.0,https://anaconda.org/conda-forge/watchdog,2023-09-22 15:44:49.385,2607626.0,1.0,,,,,,,,,,,,,,,,,,, +76,Tablib,jazzband/tablib,"Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.",,data-loading,https://github.com/jazzband/tablib,https://github.com/jazzband/tablib,MIT,2011-03-28 02:36:50.000,2023-11-08 13:31:39.000,2023-11-08 13:31:38,1183.0,10.0,585,136.0,323.0,32.0,221.0,4301,2023-07-20 15:47:29.216,0.0.1,45.0,125.0,37,True,87709.0,86429.0,tablib,conda-forge/tablib,,1748632.0,https://pypi.org/project/tablib,2023-07-20 15:47:29.216,1280.0,1747526.0,https://anaconda.org/conda-forge/tablib,2023-06-12 13:40:38.968,92966.0,1.0,,,,,,,,,,,,,,,,,,, +77,MongoEngine,MongoEngine/mongoengine,A Python Object-Document-Mapper for working with MongoDB.,,db-clients,https://github.com/MongoEngine/mongoengine,https://github.com/MongoEngine/mongoengine,MIT,2012-03-05 12:10:20.000,2023-11-08 22:32:56.000,2023-10-04 06:58:22,4085.0,3.0,1225,139.0,1105.0,377.0,1323.0,4080,2023-03-03 10:28:06.959,0.27.0,72.0,387.0,37,True,25645.0,22049.0,mongoengine,conda-forge/mongoengine,,991303.0,https://pypi.org/project/mongoengine,2023-03-03 10:28:06.959,3596.0,985120.0,https://anaconda.org/conda-forge/mongoengine,2023-09-28 14:01:33.150,228802.0,2.0,,,,,,,,,,,,,,,,,,, +78,AWS Data Wrangler,awslabs/aws-data-wrangler,"pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime,..",,db-clients,https://github.com/aws/aws-sdk-pandas,https://github.com/aws/aws-sdk-pandas,Apache-2.0,2019-02-26 01:39:02.000,2023-11-15 22:02:03.000,2023-11-15 22:01:59,2276.0,47.0,653,63.0,1429.0,32.0,981.0,3648,2023-11-13 19:02:13.000,3.4.2,143.0,138.0,37,True,1355.0,1293.0,awswrangler,conda-forge/awswrangler,214579.0,34167331.0,https://pypi.org/project/awswrangler,2023-11-13 17:56:17.000,62.0,34152546.0,https://anaconda.org/conda-forge/awswrangler,2023-11-13 23:28:23.490,437065.0,2.0,,,,,,['pandas'],,,,,,,aws/aws-sdk-pandas,,,,,, +79,XlsxWriter,jmcnamara/XlsxWriter,A Python module for creating Excel XLSX files.,,file-formats,https://github.com/jmcnamara/XlsxWriter,https://github.com/jmcnamara/XlsxWriter,BSD-2-Clause,2013-01-04 01:07:06.000,2023-11-08 17:22:41.000,2023-11-08 17:22:41,1363.0,32.0,615,117.0,127.0,10.0,894.0,3365,2023-10-19 08:03:12.000,3.1.9,166.0,52.0,37,True,72681.0,68708.0,xlsxwriter,conda-forge/xlsxwriter,,14985479.0,https://pypi.org/project/xlsxwriter,2023-10-19 08:03:12.000,3973.0,14913628.0,https://anaconda.org/conda-forge/xlsxwriter,2023-11-05 19:10:43.834,3017743.0,3.0,,,,,,,,,,,,,,,,,,, +80,netmiko,ktbyers/netmiko,Multi-vendor library to simplify Paramiko SSH connections to network devices.,,infrastructure,https://github.com/ktbyers/netmiko,https://github.com/ktbyers/netmiko,MIT,2014-11-28 21:42:52.000,2023-11-15 18:52:39.000,2023-11-15 18:52:38,2729.0,18.0,1193,200.0,1227.0,172.0,1800.0,3274,2023-05-05 16:39:25.000,4.2.0,42.0,228.0,37,True,4227.0,3963.0,netmiko,,,184304.0,https://pypi.org/project/netmiko,2022-08-09 21:27:01.488,264.0,184304.0,,,,3.0,,,,,,,,,,,,,,,,,,, +81,pyodbc,mkleehammer/pyodbc,Python ODBC bridge.,,db-clients,https://github.com/mkleehammer/pyodbc,https://github.com/mkleehammer/pyodbc,MIT-0,2008-10-03 15:19:37.000,2023-11-01 04:01:28.000,2023-11-01 04:01:28,505.0,50.0,571,125.0,222.0,57.0,965.0,2764,2023-10-13 17:10:49.000,5.0.1,63.0,56.0,37,False,54020.0,51843.0,pyodbc,conda-forge/pyodbc,,24572688.0,https://pypi.org/project/pyodbc,2023-10-13 17:07:44.000,2177.0,24540417.0,https://anaconda.org/conda-forge/pyodbc,2023-10-13 19:05:25.669,1194054.0,2.0,,,,,,,,,,,,,,,,,,, +82,pyrsistent,tobgu/pyrsistent,Persistent/Immutable/Functional data structures for Python.,,data-structures,https://github.com/tobgu/pyrsistent,https://github.com/tobgu/pyrsistent,MIT,2013-06-20 14:11:13.000,2023-10-31 12:42:54.224,2023-10-25 20:31:08,725.0,26.0,143,42.0,113.0,21.0,151.0,1929,2023-10-25 21:06:04.000,0.20.0,75.0,73.0,37,True,323407.0,321087.0,pyrsistent,conda-forge/pyrsistent,,41026913.0,https://pypi.org/project/pyrsistent,2023-10-25 21:06:04.000,2320.0,40516751.0,https://anaconda.org/conda-forge/pyrsistent,2023-10-31 12:42:54.224,20406480.0,1.0,,,,,,,,,,,,,,,,,,, +83,anyio,agronholm/anyio,High level asynchronous concurrency and networking framework that works on top of either trio or asyncio.,,async,https://github.com/agronholm/anyio,https://github.com/agronholm/anyio,MIT,2018-08-19 21:07:18.000,2023-11-14 23:15:52.000,2023-11-14 23:15:42,906.0,34.0,109,27.0,286.0,58.0,270.0,1430,2023-08-30 22:24:05.000,4.0.0,48.0,43.0,37,True,198245.0,197737.0,anyio,conda-forge/anyio,,48946595.0,https://pypi.org/project/anyio,2023-08-30 22:24:04.000,508.0,48677705.0,https://anaconda.org/conda-forge/anyio,2023-08-31 13:33:48.464,11293386.0,2.0,,,,,,,,,,,,,,,,,,, +84,future,PythonCharmers/python-future,"Easy, clean, reliable Python 2/3 compatibility.",,compatibility,https://github.com/PythonCharmers/python-future,https://github.com/PythonCharmers/python-future,MIT,2013-07-14 13:57:47.000,2023-10-11 03:17:47.000,2023-01-29 03:07:44,1874.0,,278,38.0,240.0,198.0,198.0,1169,2023-01-13 03:19:42.000,0.18.3,51.0,113.0,37,True,317637.0,300334.0,future,conda-forge/future,,34173099.0,https://pypi.org/project/future,2023-01-13 03:16:30.842,17303.0,34029594.0,https://anaconda.org/conda-forge/future,2023-06-16 13:25:18.199,12628465.0,1.0,,,,,,,,,,,,,,,,,,, +85,six,benjaminp/six,Python 2 and 3 compatibility library.,,compatibility,https://github.com/benjaminp/six,https://github.com/benjaminp/six,MIT,2016-05-10 07:24:51.054,2023-10-21 04:26:51.000,2023-10-21 04:26:51,530.0,1.0,264,29.0,106.0,111.0,183.0,949,2021-05-05 14:18:17.000,1.16.0,28.0,66.0,37,True,2048847.0,1913103.0,six,conda-forge/six,,205350731.0,https://pypi.org/project/six,2021-05-05 14:18:17.000,135744.0,204798866.0,https://anaconda.org/conda-forge/six,2023-06-16 13:17:33.301,49667872.0,1.0,,,,,,,,,,,,,,,,,,, +86,python-bigquery,googleapis/python-bigquery,Google BigQuery API client library.,,db-clients,https://github.com/googleapis/python-bigquery,https://github.com/googleapis/python-bigquery,Apache-2.0,2019-12-10 00:09:04.000,2023-11-16 11:55:56.000,2023-11-10 01:18:22,1716.0,34.0,258,51.0,1109.0,84.0,544.0,662,2023-10-30 19:50:13.000,3.13.0,150.0,137.0,37,True,24761.0,23625.0,google-cloud-bigquery,conda-forge/google-cloud-bigquery,,35402486.0,https://pypi.org/project/google-cloud-bigquery,2023-10-30 19:50:13.000,1136.0,35333545.0,https://anaconda.org/conda-forge/google-cloud-bigquery,2023-10-31 10:20:16.090,2757642.0,2.0,,,,,,,,,,,,,,,,,,, +87,python-fire,google/python-fire,Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.,,cli-helpers,https://github.com/google/python-fire,https://github.com/google/python-fire,Apache-2.0,2017-02-21 21:35:07.000,2023-11-13 18:49:58.000,2023-11-13 18:49:58,289.0,2.0,1407,376.0,165.0,144.0,175.0,25505,2022-12-12 20:38:05.885,0.5.0,10.0,61.0,36,True,28624.0,26759.0,fire,conda-forge/fire,,6955566.0,https://pypi.org/project/fire,2022-12-12 20:38:05.885,1865.0,6945057.0,https://anaconda.org/conda-forge/fire,2023-06-16 13:23:13.259,809269.0,2.0,,,,,,,,,,,,,,,,,,, +88,sqlmodel,tiangolo/sqlmodel,"SQL databases in Python, designed for simplicity, compatibility, and robustness.",,db-clients,https://github.com/tiangolo/sqlmodel,https://github.com/tiangolo/sqlmodel,MIT,2021-08-24 14:26:53.000,2023-11-15 09:12:58.000,2023-11-08 16:04:47,331.0,85.0,519,148.0,282.0,201.0,153.0,11251,2023-10-29 09:58:26.000,0.0.11,11.0,71.0,36,True,8313.0,8145.0,sqlmodel,conda-forge/sqlmodel,,618019.0,https://pypi.org/project/sqlmodel,2023-10-29 09:58:26.000,168.0,617176.0,https://anaconda.org/conda-forge/sqlmodel,2023-10-29 11:37:02.744,22781.0,2.0,,,,,,['pydantic'],,,,,,,,,,,,, +89,schedule,dbader/schedule,Python job scheduling for humans.,,infrastructure,https://github.com/dbader/schedule,https://github.com/dbader/schedule,MIT,2013-05-19 12:51:20.000,2023-11-13 07:54:26.000,2023-10-22 22:51:27,393.0,4.0,965,213.0,183.0,156.0,293.0,11207,2023-10-01 13:58:38.000,1.2.1,26.0,59.0,36,True,31305.0,29858.0,schedule,conda-forge/schedule,,1790526.0,https://pypi.org/project/schedule,2023-10-01 13:58:38.000,1447.0,1789165.0,https://anaconda.org/conda-forge/schedule,2023-10-02 12:55:42.807,46289.0,3.0,,,,,,,,,,,,,,,,,,, +90,Modin,modin-project/modin,Modin: Scale your Pandas workflows by changing a single line of code.,,data-containers,https://github.com/modin-project/modin,https://github.com/modin-project/modin,Apache-2.0,2018-06-21 21:35:05.000,2023-11-16 13:29:31.000,2023-11-16 12:20:31,2682.0,119.0,625,115.0,2892.0,731.0,3162.0,9121,2023-11-15 19:54:54.000,0.23.1.post0,86.0,121.0,36,True,1226.0,1192.0,modin,conda-forge/modin-core,196732.0,994892.0,https://pypi.org/project/modin,2023-11-15 19:44:20.000,34.0,981867.0,https://anaconda.org/conda-forge/modin-core,2023-10-27 15:34:05.537,278672.0,2.0,,,,,,['pandas'],,,,,,,,,,,,, +91,orjson,ijl/orjson,"Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy.",,serialization,https://github.com/ijl/orjson,https://github.com/ijl/orjson,Apache-2.0,2018-11-21 23:43:14.000,2023-11-12 17:23:57.000,2023-10-26 14:26:36,614.0,18.0,176,33.0,85.0,2.0,351.0,5057,2023-10-26 14:56:24.000,3.9.10,117.0,22.0,36,True,65261.0,64120.0,orjson,conda-forge/orjson,,14503108.0,https://pypi.org/project/orjson,2023-10-26 14:30:16.000,1141.0,14479335.0,https://anaconda.org/conda-forge/orjson,2023-10-29 22:59:58.820,998475.0,2.0,,,,,,,,,,,,,,,,,,, +92,Elasticsearch DSL,elastic/elasticsearch-dsl-py,High level Python client for Elasticsearch.,,db-clients,https://github.com/elastic/elasticsearch-dsl-py,https://github.com/elastic/elasticsearch-dsl-py,Apache-2.0,2014-03-05 16:19:39.000,2023-11-13 13:25:46.000,2023-11-13 11:54:53,1037.0,14.0,836,421.0,386.0,157.0,1155.0,3720,2023-11-13 12:01:30.000,8.11.0,37.0,132.0,36,True,10668.0,9684.0,elasticsearch-dsl,anaconda/elasticsearch-dsl,200.0,3065620.0,https://pypi.org/project/elasticsearch-dsl,2023-11-13 12:01:30.000,984.0,3065503.0,https://anaconda.org/anaconda/elasticsearch-dsl,2023-06-16 13:24:30.860,8330.0,2.0,,,,,,,,,,,,,,,,,,, +93,confluent-kafka-python,confluentinc/confluent-kafka-python,Confluents Kafka Python Client.,,db-clients,https://github.com/confluentinc/confluent-kafka-python,https://github.com/confluentinc/confluent-kafka-python,Apache-2.0,2016-04-14 07:40:41.000,2023-11-14 13:21:13.000,2023-10-25 17:39:04,860.0,12.0,897,335.0,552.0,281.0,848.0,3463,2023-10-25 18:46:39.000,2.3.0,31.0,109.0,36,True,8160.0,7703.0,confluent-kafka,conda-forge/python-confluent-kafka,,10347447.0,https://pypi.org/project/confluent-kafka,2023-10-25 18:32:01.000,457.0,10325916.0,https://anaconda.org/conda-forge/python-confluent-kafka,2023-09-25 04:13:44.657,796656.0,2.0,,,,,,,,,,,,,,,,,,, +94,Ibis,ibis-project/ibis,The flexibility of Python with the scale and performance of modern SQL.,,db-clients,https://github.com/ibis-project/ibis,https://github.com/ibis-project/ibis,Apache-2.0,2015-04-17 20:43:46.000,2023-11-16 11:45:44.000,2023-11-16 10:26:02,6798.0,854.0,454,80.0,5091.0,111.0,2257.0,3239,2023-10-02 17:04:07.000,7.0.0,63.0,215.0,36,True,763.0,710.0,ibis-framework,conda-forge/ibis-framework,105.0,115348.0,https://pypi.org/project/ibis-framework,2023-11-12 00:04:33.000,53.0,107696.0,https://anaconda.org/conda-forge/ibis-framework,2023-10-03 13:14:48.261,313571.0,2.0,,,,,,,,,,,,,,,,,,, +95,pycparser,eliben/pycparser,Complete C99 parser in pure Python.,,others,https://github.com/eliben/pycparser,https://github.com/eliben/pycparser,BSD-3-Clause,2013-06-09 22:01:56.000,2023-09-12 00:48:15.000,2023-08-18 13:39:25,552.0,,584,96.0,178.0,30.0,311.0,3010,,,21.0,83.0,36,True,716275.0,699022.0,pycparser,conda-forge/pycparser,,121120315.0,https://pypi.org/project/pycparser,2021-11-06 12:48:46.000,17253.0,120707010.0,https://anaconda.org/conda-forge/pycparser,2023-06-16 13:24:40.587,35957604.0,2.0,,,,,,,,,,,,,,,,,,, +96,xlwings,xlwings/xlwings,xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on..,,data-loading,https://github.com/xlwings/xlwings,https://github.com/xlwings/xlwings,BSD-3-Clause,2014-03-17 13:03:20.000,2023-11-05 11:40:04.000,2023-11-05 11:40:02,2656.0,22.0,474,121.0,551.0,300.0,1498.0,2738,2023-09-18 13:41:38.000,0.30.12,157.0,63.0,36,True,30565.0,29924.0,xlwings,conda-forge/xlwings,19039.0,158068.0,https://pypi.org/project/xlwings,2023-09-18 13:41:38.000,641.0,141327.0,https://anaconda.org/conda-forge/xlwings,2023-09-28 08:41:50.067,687457.0,2.0,,,,,,,,,,,,,,,,,,, +97,dill,uqfoundation/dill,serialize all of Python.,,serialization,https://github.com/uqfoundation/dill,https://github.com/uqfoundation/dill,BSD-3-Clause,2013-06-28 16:42:27.000,2023-11-13 03:37:49.000,2023-11-13 03:37:13,999.0,6.0,172,23.0,153.0,169.0,327.0,2024,2023-07-22 22:25:43.000,dill-0.3.7,26.0,43.0,36,True,130742.0,126795.0,dill,conda-forge/dill,291243.0,40016459.0,https://pypi.org/project/dill,2023-07-22 22:18:44.000,3947.0,39876601.0,https://anaconda.org/conda-forge/dill,2023-07-23 08:33:54.610,5635557.0,2.0,,,,,,,,,,,,,,,,,,, +98,deepdiff,seperman/deepdiff,DeepDiff: Deep Difference and search of any Python object/data. DeepHash: Hash of any object based on its contents...,,inspect,https://github.com/seperman/deepdiff,https://github.com/seperman/deepdiff,MIT,2014-09-26 03:21:47.000,2023-11-14 14:00:05.348,2023-11-14 07:16:07,1076.0,62.0,204,25.0,163.0,67.0,203.0,1781,2023-11-14 07:19:45.000,6.7.1,76.0,79.0,36,True,9376.0,8552.0,deepdiff,conda-forge/deepdiff,,10814442.0,https://pypi.org/project/deepdiff,2023-11-14 07:19:45.000,824.0,10805413.0,https://anaconda.org/conda-forge/deepdiff,2023-11-14 14:00:05.348,370227.0,1.0,,,,,,,,,,,,,,,,,,, +99,holidays,dr-prodigy/python-holidays,Generate and work with holidays in Python.,,date-time-utils,https://github.com/vacanza/python-holidays,https://github.com/vacanza/python-holidays,MIT,2014-08-24 15:17:18.000,2023-11-16 11:09:14.000,2023-11-15 19:53:12,2169.0,115.0,447,17.0,1068.0,93.0,381.0,1167,2023-11-06 17:53:20.000,0.36,64.0,221.0,36,True,14003.0,13549.0,holidays,conda-forge/holidays,189.0,6472583.0,https://pypi.org/project/holidays,2023-11-06 18:02:34.000,454.0,6379397.0,https://anaconda.org/conda-forge/holidays,2023-11-07 00:23:17.831,3727432.0,2.0,,,,,,,,,,,,,vacanza/python-holidays,,,,,, +100,filesystem_spec,fsspec/filesystem_spec,A specification that python filesystems should adhere to.,,file-path-utils,https://github.com/fsspec/filesystem_spec,https://github.com/fsspec/filesystem_spec,BSD-3-Clause,2018-04-23 16:45:08.000,2023-11-16 04:21:50.000,2023-11-15 18:45:27,2239.0,58.0,284,19.0,814.0,201.0,398.0,687,,,64.0,208.0,36,True,73329.0,73329.0,fsspec,conda-forge/fsspec,,151903852.0,https://pypi.org/project/fsspec,,,151545764.0,https://anaconda.org/conda-forge/fsspec,2023-10-21 20:19:19.578,15039703.0,2.0,,,,,,,,,,,,,,-2.0,,,,, +101,diagrams,mingrammer/diagrams,Diagram as Code for prototyping cloud system architectures.,,others,https://github.com/mingrammer/diagrams,https://github.com/mingrammer/diagrams,MIT,2020-02-02 15:23:24.000,2023-10-31 19:16:17.000,2023-10-30 14:18:42,532.0,12.0,2030,377.0,459.0,343.0,185.0,31973,2023-10-30 14:16:37.000,0.23.4,45.0,136.0,35,True,1267.0,1230.0,diagrams,conda-forge/diagrams,,112144.0,https://pypi.org/project/diagrams,2023-10-30 14:10:21.000,37.0,108014.0,https://anaconda.org/conda-forge/diagrams,2023-10-30 17:06:42.710,173485.0,2.0,,,,,,,,,,,,,,,,,,, +102,micropython,micropython/micropython,MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems.,,python-implementations,https://github.com/micropython/micropython,https://github.com/micropython/micropython,Python-2.0,2013-12-20 11:47:07.000,2023-11-16 11:28:21.000,2023-11-16 04:03:09,15369.0,338.0,6741,730.0,5701.0,1673.0,3659.0,17474,2023-10-06 00:09:41.000,1.21.0,15.0,607.0,35,True,14.0,,micropython-_markupbase,,69046.0,920.0,https://pypi.org/project/micropython-_markupbase,2016-10-10 21:51:14.000,14.0,,,,,2.0,,,,,,,,,,,,,,,,,,, +103,supervisor,Supervisor/supervisor,Supervisor process control system for Unix (supervisord).,,process-utils,https://github.com/Supervisor/supervisor,https://github.com/Supervisor/supervisor,Repoze Public License,2010-12-08 00:48:48.000,2023-10-06 16:46:25.000,2023-10-06 16:36:49,2431.0,3.0,1222,232.0,475.0,145.0,1005.0,7997,2022-12-24 01:04:06.789,4.2.5,51.0,175.0,35,True,11823.0,9867.0,supervisor,conda-forge/supervisor,,2075582.0,https://pypi.org/project/supervisor,2022-12-24 01:04:06.789,1956.0,2067970.0,https://anaconda.org/conda-forge/supervisor,2023-09-25 11:56:54.509,281644.0,2.0,,,,,,,,,,,,,,,,,,, +104,docopt,docopt/docopt,"Pythonic command line arguments parser, that will make you smile.",,cli-helpers,https://github.com/docopt/docopt,https://github.com/docopt/docopt,MIT,2012-04-07 17:45:14.000,2023-08-15 12:23:44.000,2018-08-27 18:02:16,447.0,,567,164.0,110.0,260.0,186.0,7858,2014-06-16 11:18:57.000,0.6.2,11.0,31.0,35,False,117381.0,104947.0,docopt,conda-forge/docopt,,10707563.0,https://pypi.org/project/docopt,2014-06-16 11:18:57.000,12434.0,10685725.0,https://anaconda.org/conda-forge/docopt,2023-06-16 13:17:10.080,1987265.0,2.0,,,,,,,,,,,,,,,,,,, +105,sh,amoffat/sh,Python process launching.,,process-utils,https://github.com/amoffat/sh,https://github.com/amoffat/sh,MIT,2012-01-15 05:52:06.000,2023-11-16 11:28:56.000,2023-08-10 01:24:28,1462.0,,505,135.0,235.0,7.0,457.0,6740,2023-08-14 08:32:59.000,2.0.0,44.0,96.0,35,True,16132.0,13494.0,sh,conda-forge/sh,,5781912.0,https://pypi.org/project/sh,2023-08-10 01:31:28.000,2638.0,5776848.0,https://anaconda.org/conda-forge/sh,2023-08-10 02:31:43.807,187382.0,2.0,,,,,,,,,,,,,,,,,,, +106,xmltodict,martinblech/xmltodict,Python module that makes working with XML feel like you are working with JSON.,,data-loading,https://github.com/martinblech/xmltodict,https://github.com/martinblech/xmltodict,MIT,2012-04-17 14:38:21.000,2023-09-14 16:45:33.000,2023-03-12 19:26:01,221.0,,469,105.0,95.0,87.0,162.0,5266,2022-05-08 07:00:02.000,0.13.0,29.0,49.0,35,True,65604.0,59976.0,xmltodict,conda-forge/xmltodict,,30266056.0,https://pypi.org/project/xmltodict,2022-05-08 07:00:02.000,5628.0,30225662.0,https://anaconda.org/conda-forge/xmltodict,2023-06-16 13:20:35.475,3514331.0,2.0,,,,,,,,,,,,,,,,,,, +107,toolz,pytoolz/toolz,A functional standard library for Python.,,utilities,https://github.com/pytoolz/toolz,https://github.com/pytoolz/toolz,BSD-3-Clause,2013-09-13 02:18:43.000,2023-10-11 23:30:26.000,2022-11-03 19:39:10,1206.0,,251,83.0,350.0,118.0,142.0,4372,2022-07-10 04:30:45.196,0.12.0,26.0,75.0,35,True,123122.0,119622.0,toolz,conda-forge/toolz,,19927052.0,https://pypi.org/project/toolz,2022-07-10 04:30:45.196,3500.0,19716164.0,https://anaconda.org/conda-forge/toolz,2023-06-16 13:17:29.659,18769067.0,2.0,,,,,,,,,,,,,,,,,,, +108,ultrajson,ultrajson/ultrajson,Ultra fast JSON decoder and encoder written in C with Python bindings.,,serialization,https://github.com/ultrajson/ultrajson,https://github.com/ultrajson/ultrajson,BSD-3-Clause,2011-02-27 20:00:51.000,2023-11-01 17:17:13.000,2023-11-01 17:17:12,898.0,10.0,368,88.0,269.0,26.0,316.0,4159,2023-06-11 08:50:12.594,5.8.0,36.0,86.0,35,True,4462.0,,ujson,conda-forge/ujson,,9026047.0,https://pypi.org/project/ujson,2023-06-11 08:50:12.594,4462.0,8917877.0,https://anaconda.org/conda-forge/ujson,2023-09-23 12:47:54.489,4434980.0,2.0,,,,,,,,,,,,,,,,,,, +109,phonenumbers,daviddrysdale/python-phonenumbers,Python port of Googles libphonenumber.,,text,https://github.com/daviddrysdale/python-phonenumbers,https://github.com/daviddrysdale/python-phonenumbers,Apache-2.0,2011-04-21 03:06:38.000,2023-11-14 11:22:46.194,2023-11-14 05:30:19,1612.0,21.0,454,88.0,111.0,9.0,165.0,3331,2023-11-14 05:49:11.000,8.13.25,234.0,29.0,35,True,1443.0,,phonenumbers,conda-forge/phonenumbers,,4994510.0,https://pypi.org/project/phonenumbers,2023-11-14 05:49:11.000,1443.0,4966324.0,https://anaconda.org/conda-forge/phonenumbers,2023-11-14 11:22:46.194,845605.0,1.0,,,,,,,,,,,,,,7.0,,,,, +110,python-sortedcontainers,grantjenks/python-sortedcontainers,"Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set.",,data-structures,https://github.com/grantjenks/python-sortedcontainers,https://github.com/grantjenks/python-sortedcontainers,Apache-2.0,2014-02-24 17:44:20.000,2023-08-26 07:32:09.000,2022-11-06 04:14:47,635.0,,190,34.0,51.0,25.0,158.0,3087,2021-05-16 22:03:41.000,2.4.0,40.0,23.0,35,True,140469.0,138246.0,sortedcontainers,conda-forge/sortedcontainers,,30171074.0,https://pypi.org/project/sortedcontainers,2021-05-16 22:03:41.000,2223.0,30040354.0,https://anaconda.org/conda-forge/sortedcontainers,2023-06-16 13:23:54.671,11503442.0,1.0,,,,,,,,,,,,,,,,,,, +111,cerberus,pyeve/cerberus,"Lightweight, extensible data validation library for Python.",,data-validation,https://github.com/pyeve/cerberus,https://github.com/pyeve/cerberus,ISC,2012-10-10 10:03:49.000,2023-10-23 15:11:13.000,2023-10-23 15:11:13,1142.0,4.0,238,51.0,266.0,13.0,332.0,3049,2023-08-09 12:51:08.000,1.3.5,27.0,66.0,35,True,15412.0,14274.0,cerberus,conda-forge/cerberus,,5953106.0,https://pypi.org/project/cerberus,2023-08-09 12:51:08.000,1138.0,5937589.0,https://anaconda.org/conda-forge/cerberus,2023-10-06 12:57:48.461,356910.0,2.0,,,,,,,,,,,,,,,,,,, +112,dateparser,scrapinghub/dateparser,python parser for human readable dates.,,date-time-utils,https://github.com/scrapinghub/dateparser,https://github.com/scrapinghub/dateparser,BSD-3-Clause,2014-11-24 17:30:12.000,2023-11-16 07:44:09.000,2023-11-15 07:59:21,1499.0,3.0,443,133.0,559.0,301.0,373.0,2372,2023-03-23 14:03:04.308,1.1.8,29.0,131.0,35,True,26105.0,24835.0,dateparser,conda-forge/dateparser,,4046223.0,https://pypi.org/project/dateparser,2023-03-23 14:03:04.308,1270.0,4043968.0,https://anaconda.org/conda-forge/dateparser,2023-06-16 13:25:35.305,184948.0,2.0,,,,,,,,,,,,,,,,,,, +113,mysqlclient,PyMySQL/mysqlclient,MySQL database connector for Python (with Python 3 support).,,db-clients,https://github.com/PyMySQL/mysqlclient,https://github.com/PyMySQL/mysqlclient,GPL-2.0,2014-04-28 05:09:06.000,2023-11-15 10:51:11.000,2023-11-15 10:51:10,1076.0,6.0,439,55.0,293.0,11.0,318.0,2336,2023-06-22 06:12:29.713,2.2.0,36.0,84.0,35,True,151065.0,143831.0,mysqlclient,conda-forge/mysqlclient,5273.0,5151747.0,https://pypi.org/project/mysqlclient,2023-06-22 06:12:29.713,7234.0,5143948.0,https://anaconda.org/conda-forge/mysqlclient,2023-09-24 10:06:05.674,309549.0,2.0,,,,,,,,,,,,,,,,,,, +114,libcloud,apache/libcloud,Apache Libcloud is a Python library which hides differences between different cloud provider APIs and allows you to..,,db-clients,https://github.com/apache/libcloud,https://github.com/apache/libcloud,Apache-2.0,2009-12-11 09:00:14.000,2023-11-12 09:44:16.000,2023-10-28 16:38:51,9941.0,71.0,931,85.0,1773.0,74.0,124.0,1966,2023-08-10 08:07:04.000,3.8.0,71.0,474.0,35,True,861.0,,apache-libcloud,,,209042.0,https://pypi.org/project/apache-libcloud,2023-08-10 08:07:04.000,861.0,209042.0,,,,2.0,,,,,,,,,,,,,,,,,,, +115,wrapt,GrahamDumpleton/wrapt,"A Python module for decorators, wrappers and monkey patching.",,others,https://github.com/GrahamDumpleton/wrapt,https://github.com/GrahamDumpleton/wrapt,BSD-2-Clause,2013-05-29 10:22:45.000,2023-11-10 08:26:50.000,2023-11-10 08:22:03,735.0,22.0,218,43.0,69.0,50.0,142.0,1909,2023-11-09 06:34:27.000,1.16.0,55.0,27.0,35,True,11872.0,,wrapt,conda-forge/wrapt,,89653219.0,https://pypi.org/project/wrapt,2023-11-09 06:31:34.000,11872.0,89292401.0,https://anaconda.org/conda-forge/wrapt,2023-11-09 12:40:47.871,13350288.0,2.0,,,,,,,,,,,,,,,,,,, +116,simplejson,simplejson/simplejson,"simplejson is a simple, fast, extensible JSON encoder/decoder for Python.",,serialization,https://github.com/simplejson/simplejson,https://github.com/simplejson/simplejson,MIT,2011-02-06 05:47:45.000,2023-10-06 12:48:17.070,2023-10-05 19:56:36,652.0,2.0,331,66.0,123.0,20.0,176.0,1599,2023-10-06 08:33:05.000,3.19.2,107.0,42.0,35,True,135968.0,115012.0,simplejson,conda-forge/simplejson,6373.0,20388785.0,https://pypi.org/project/simplejson,2023-10-06 08:33:05.000,20956.0,20317144.0,https://anaconda.org/conda-forge/simplejson,2023-10-06 12:48:17.070,3006069.0,2.0,,,,,,,,,,,,,,,,,,, +117,cloudpickle,cloudpipe/cloudpickle,Extended pickling support for Python objects.,,serialization,https://github.com/cloudpipe/cloudpickle,https://github.com/cloudpipe/cloudpickle,BSD-3-Clause,2015-04-13 16:33:00.000,2023-11-15 22:18:51.000,2023-10-17 08:43:56,436.0,12.0,160,29.0,282.0,83.0,166.0,1473,2023-10-16 12:58:45.000,3.0.0,39.0,58.0,35,True,2936.0,,cloudpickle,conda-forge/cloudpickle,27.0,34430657.0,https://pypi.org/project/cloudpickle,2023-10-16 12:51:24.000,2936.0,34048937.0,https://anaconda.org/conda-forge/cloudpickle,2023-10-16 14:02:01.196,15268809.0,2.0,,,,,,,,,,,,,,,,,,, +118,argcomplete,kislyuk/argcomplete,"Python and tab completion, better together.",,cli-helpers,https://github.com/kislyuk/argcomplete,https://github.com/kislyuk/argcomplete,Apache-2.0,2012-11-19 15:37:34.000,2023-11-16 03:00:38.000,2023-11-16 03:00:38,752.0,17.0,115,35.0,211.0,54.0,194.0,1295,2023-11-12 21:29:27.000,3.1.6,122.0,69.0,35,True,49717.0,47517.0,argcomplete,conda-forge/argcomplete,316.0,22742136.0,https://pypi.org/project/argcomplete,2023-11-12 21:29:27.000,2200.0,22706681.0,https://anaconda.org/conda-forge/argcomplete,2023-11-13 02:41:32.366,1418105.0,2.0,,,,,,,,,,,,,,,,,,, +119,SQLAlchemy-Utils,kvesteri/sqlalchemy-utils,Various utility functions and datatypes for SQLAlchemy.,,db-clients,https://github.com/kvesteri/sqlalchemy-utils,https://github.com/kvesteri/sqlalchemy-utils,BSD-3-Clause,2013-02-18 16:48:22.000,2023-09-27 17:05:09.000,2023-06-29 17:27:33,1384.0,,312,31.0,327.0,190.0,237.0,1156,2023-05-02 07:31:50.000,0.41.1,214.0,118.0,35,True,28130.0,25983.0,sqlalchemy-utils,conda-forge/sqlalchemy-utils,,5196103.0,https://pypi.org/project/sqlalchemy-utils,2023-04-27 11:40:42.808,2147.0,5189908.0,https://anaconda.org/conda-forge/sqlalchemy-utils,2023-06-16 13:25:00.101,532817.0,2.0,,,,,,,,,,,,,,,,,,, +120,keyring,jaraco/keyring,Store and access your passwords safely.,,cryptography,https://github.com/jaraco/keyring,https://github.com/jaraco/keyring,MIT,2015-02-24 14:10:21.000,2023-11-14 01:14:23.910,2023-11-12 22:34:37,2052.0,20.0,148,18.0,162.0,60.0,444.0,1125,2023-11-12 22:31:41.000,24.3.0,192.0,115.0,35,True,4206.0,,keyring,conda-forge/keyring,,41384556.0,https://pypi.org/project/keyring,2023-11-12 22:31:22.000,4206.0,41286001.0,https://anaconda.org/conda-forge/keyring,2023-11-14 01:14:23.910,3942227.0,3.0,,,,,,,,,,,,,,,,,,, +121,py4j,bartdag/py4j,Py4J enables Python programs to dynamically access arbitrary Java objects.,,others,https://github.com/py4j/py4j,https://github.com/py4j/py4j,BSD-3-Clause,2010-11-02 20:58:18.000,2023-10-31 22:41:34.000,2023-02-12 00:08:39,785.0,,203,41.0,114.0,148.0,270.0,1113,2020-01-25 14:40:31.000,0.10.9,32.0,38.0,35,True,32465.0,31763.0,py4j,conda-forge/py4j,,34250768.0,https://pypi.org/project/py4j,2022-08-12 22:50:48.011,702.0,34196843.0,https://anaconda.org/conda-forge/py4j,2023-06-16 13:21:18.228,4691516.0,2.0,,,,,,,,,,,,,py4j/py4j,,,,,, +122,filelock,tox-dev/py-filelock,A platform-independent file lock for Python.,,file-path-utils,https://github.com/tox-dev/filelock,https://github.com/tox-dev/filelock,Unlicense,2014-02-23 00:29:27.000,2023-11-14 08:53:05.000,2023-11-14 08:53:03,280.0,18.0,88,14.0,180.0,11.0,91.0,599,2023-10-30 18:28:40.000,3.13.1,38.0,41.0,35,True,350646.0,350646.0,filelock,conda-forge/filelock,,107764911.0,https://pypi.org/project/filelock,,,107384450.0,https://anaconda.org/conda-forge/filelock,2023-10-31 01:19:50.500,15979367.0,2.0,,,,,,,,,,,,,tox-dev/filelock,,,,,, +123,wcwidth,jquast/wcwidth,Python library that measures the width of unicode strings rendered to a terminal.,,cli-helpers,https://github.com/jquast/wcwidth,https://github.com/jquast/wcwidth,MIT,2014-04-05 09:57:11.000,2023-11-14 10:56:38.255,2023-11-14 07:44:34,338.0,50.0,49,15.0,58.0,6.0,37.0,344,2023-11-13 21:53:02.000,0.2.10,22.0,18.0,35,True,481813.0,468284.0,wcwidth,conda-forge/wcwidth,,53065768.0,https://pypi.org/project/wcwidth,2023-11-13 21:53:02.000,13529.0,52528743.0,https://anaconda.org/conda-forge/wcwidth,2023-11-14 10:56:38.255,22018033.0,2.0,,,,,,,,,,,,,,,,,,, +124,Activeloop,activeloopai/Hub,"Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, &..",,data-pipelines,https://github.com/activeloopai/deeplake,https://github.com/activeloopai/deeplake,MPL-2.0,2019-08-09 06:17:59.000,2023-11-16 07:24:27.000,2023-11-15 21:07:59,8480.0,413.0,539,82.0,2215.0,53.0,388.0,7126,2023-11-15 20:29:52.000,3.8.6,154.0,120.0,34,True,2541.0,2487.0,hub,,,3125.0,https://pypi.org/project/hub,2022-11-14 07:48:00.740,54.0,3125.0,,,,2.0,,,,,,,,,,,,,activeloopai/deeplake,,,,,, +125,boltons,mahmoud/boltons,"Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python..",,utilities,https://github.com/mahmoud/boltons,https://github.com/mahmoud/boltons,BSD-3-Clause,2013-02-20 06:17:12.000,2023-11-02 16:32:17.000,2023-11-02 16:32:11,1532.0,13.0,348,143.0,198.0,66.0,104.0,6288,2023-11-01 07:04:40.000,23.1.1,53.0,86.0,34,True,6066.0,5635.0,boltons,conda-forge/boltons,25.0,3015540.0,https://pypi.org/project/boltons,2023-11-01 07:04:40.000,431.0,2974384.0,https://anaconda.org/conda-forge/boltons,2023-06-16 13:16:27.865,3704090.0,2.0,,,,,,,,,,,,,,,,,,, +126,pendulum,sdispater/pendulum,Python datetimes made easy.,,date-time-utils,https://github.com/sdispater/pendulum,https://github.com/sdispater/pendulum,MIT,2016-06-27 23:37:53.000,2023-11-02 01:23:27.000,2023-10-24 11:53:47,826.0,4.0,362,69.0,268.0,230.0,292.0,5793,2020-07-24 18:17:05.000,2.1.2,54.0,95.0,34,True,24634.0,23389.0,pendulum,conda-forge/pendulum,255.0,15954334.0,https://pypi.org/project/pendulum,2023-09-30 23:19:46.000,1245.0,15932498.0,https://anaconda.org/conda-forge/pendulum,2023-09-22 20:43:25.117,873373.0,3.0,,,,,,,,,,,,,,,,,,, +127,csvkit,wireservice/csvkit,"A suite of utilities for converting to and working with CSV, the king of tabular file formats.",,data-loading,https://github.com/wireservice/csvkit,https://github.com/wireservice/csvkit,MIT,2011-04-01 03:00:30.000,2023-11-16 05:03:24.000,2023-11-07 18:51:15,1908.0,55.0,597,129.0,332.0,35.0,855.0,5630,2023-10-18 04:41:12.000,1.3.0,39.0,107.0,34,True,1842.0,1472.0,csvkit,conda-forge/csvkit,,196317.0,https://pypi.org/project/csvkit,2023-10-18 04:41:12.000,370.0,192923.0,https://anaconda.org/conda-forge/csvkit,2023-10-18 07:05:42.131,101848.0,2.0,,,,,,,,,,,,,,,,,,, +128,tenacity,jd/tenacity,Retrying library for Python.,,utilities,https://github.com/jd/tenacity,https://github.com/jd/tenacity,Apache-2.0,2016-08-11 12:44:02.000,2023-11-14 12:53:27.000,2023-11-14 12:53:27,481.0,10.0,247,48.0,194.0,91.0,148.0,5429,2023-08-14 13:22:49.000,8.2.3,53.0,85.0,34,True,1596.0,,tenacity,conda-forge/tenacity,,38129115.0,https://pypi.org/project/tenacity,2023-08-14 13:22:49.000,1596.0,37975488.0,https://anaconda.org/conda-forge/tenacity,2023-08-14 15:29:47.766,5684222.0,2.0,,,,,,,,,,,,,,,,,,, +129,Prometheus Client,prometheus/client_python,Prometheus instrumentation library for Python applications.,,db-clients,https://github.com/prometheus/client_python,https://github.com/prometheus/client_python,Apache-2.0,2015-02-10 22:47:25.000,2023-11-15 15:13:55.000,2023-11-15 15:13:53,549.0,17.0,786,69.0,413.0,96.0,418.0,3601,2023-10-30 17:16:08.000,0.18.0,48.0,140.0,34,True,828.0,,prometheus_client,conda-forge/prometheus_client,,25670699.0,https://pypi.org/project/prometheus_client,2023-10-30 17:15:31.000,828.0,25322237.0,https://anaconda.org/conda-forge/prometheus_client,2023-11-14 11:46:13.075,14635434.0,2.0,,,,,,,,,,,,,,,,,,, +130,Pony,ponyorm/pony,Pony Object Relational Mapper.,,db-clients,https://github.com/ponyorm/pony,https://github.com/ponyorm/pony,Apache-2.0,2013-02-08 04:56:00.000,2023-09-28 15:39:57.000,2023-09-25 09:31:59,4024.0,37.0,233,87.0,78.0,313.0,332.0,3346,2023-09-25 09:50:22.000,0.7.17,51.0,30.0,34,True,4085.0,3721.0,pony,conda-forge/pony,75.0,126051.0,https://pypi.org/project/pony,2023-09-25 09:42:56.000,364.0,123347.0,https://anaconda.org/conda-forge/pony,2023-09-25 14:13:52.264,97344.0,2.0,,,,,,,,,,,,,,,,,,, +131,Dynaconf,rochacbruno/dynaconf,Configuration Management for Python.,,configuration,https://github.com/dynaconf/dynaconf,https://github.com/dynaconf/dynaconf,MIT,2015-08-14 21:25:22.000,2023-11-15 16:45:44.000,2023-11-15 16:45:43,724.0,18.0,276,33.0,502.0,107.0,368.0,3296,2023-10-31 18:44:59.000,3.2.4,64.0,116.0,34,True,7430.0,7430.0,dynaconf,conda-forge/dynaconf,,2166236.0,https://pypi.org/project/dynaconf,,,2164570.0,https://anaconda.org/conda-forge/dynaconf,2023-11-02 16:13:32.188,61651.0,2.0,,,,,,,,,,,,,dynaconf/dynaconf,,,,,, +132,colorama,tartley/colorama,Simple cross-platform colored terminal text in Python.,,cli-helpers,https://github.com/tartley/colorama,https://github.com/tartley/colorama,BSD-3-Clause,2014-04-17 20:18:25.000,2023-08-29 20:16:41.000,2023-08-23 19:48:01,371.0,1.0,232,45.0,142.0,110.0,139.0,3289,2022-10-25 02:38:17.509,0.4.6,46.0,51.0,34,True,816866.0,795287.0,colorama,conda-forge/colorama,,122852253.0,https://pypi.org/project/colorama,2022-10-25 02:38:17.509,21579.0,122554636.0,https://anaconda.org/conda-forge/colorama,2023-06-16 13:16:09.835,27083237.0,2.0,,,,,,,,,,,,,,,,,,, +133,plumbum,tomerfiliba/plumbum,Plumbum: Shell Combinators.,,infrastructure,https://github.com/tomerfiliba/plumbum,https://github.com/tomerfiliba/plumbum,MIT,2012-04-27 08:51:34.000,2023-11-16 10:15:35.000,2023-11-01 21:12:44,1273.0,11.0,185,51.0,318.0,127.0,223.0,2692,2023-05-30 10:39:04.306,1.8.2,28.0,112.0,34,True,5760.0,5288.0,plumbum,conda-forge/plumbum,,2709542.0,https://pypi.org/project/plumbum,2023-05-30 10:39:04.306,472.0,2697605.0,https://anaconda.org/conda-forge/plumbum,2023-06-16 13:25:23.453,990833.0,3.0,,,,,,,,,,,,,,,,,,, +134,docarray,jina-ai/docarray,"Represent, send, store and search multimodal data.",,data-containers,https://github.com/docarray/docarray,https://github.com/docarray/docarray,Apache-2.0,2021-12-14 15:26:24.000,2023-10-31 09:22:44.000,2023-10-24 08:59:39,1426.0,47.0,199,47.0,1191.0,65.0,561.0,2556,2023-10-23 08:57:14.000,0.39.1,730.0,69.0,34,True,3253.0,3224.0,docarray,conda-forge/docarray,,105993.0,https://pypi.org/project/docarray,2023-10-24 09:20:40.000,29.0,100397.0,https://anaconda.org/conda-forge/docarray,2023-06-18 08:40:32.440,123114.0,2.0,,,,,,,,,,,,,docarray/docarray,,,,,, +135,python-magic,ahupp/python-magic,A python wrapper for libmagic.,,data-loading,https://github.com/ahupp/python-magic,https://github.com/ahupp/python-magic,MIT,2010-03-31 22:40:33.000,2023-11-13 19:24:00.000,2023-10-09 21:18:20,331.0,5.0,299,45.0,111.0,14.0,188.0,2431,2022-06-07 20:16:57.000,0.4.27,28.0,61.0,34,True,52578.0,49274.0,python-magic,conda-forge/python-magic,,6214676.0,https://pypi.org/project/python-magic,2022-06-07 20:16:57.000,3304.0,6208301.0,https://anaconda.org/conda-forge/python-magic,2023-09-25 19:52:44.133,235907.0,2.0,,,,,,,,,,,,,,,,,,, +136,Motor,mongodb/motor,Motor - the async Python driver for MongoDB and Tornado or asyncio.,,db-clients,https://github.com/mongodb/motor,https://github.com/mongodb/motor,Apache-2.0,2013-01-11 21:34:44.000,2023-11-15 13:28:47.872,2023-11-14 21:41:14,1758.0,20.0,210,91.0,236.0,,,2238,2023-11-14 21:54:12.000,3.3.2,47.0,46.0,34,True,75743.0,74556.0,motor,conda-forge/motor,,1289660.0,https://pypi.org/project/motor,2023-11-14 21:42:45.000,1187.0,1287973.0,https://anaconda.org/conda-forge/motor,2023-11-15 13:28:47.872,62444.0,2.0,,,,,,,,,,,,,,,,,,, +137,numexpr,pydata/numexpr,"Fast numerical array expression evaluator for Python, NumPy, PyTables, pandas, bcolz and more.",,data-containers,https://github.com/pydata/numexpr,https://github.com/pydata/numexpr,MIT,2013-11-30 22:33:48.000,2023-11-06 11:50:25.000,2023-09-26 12:30:29,817.0,25.0,200,63.0,98.0,64.0,292.0,2046,2023-09-26 08:55:29.000,2.8.7,51.0,70.0,34,True,3185.0,,numexpr,conda-forge/numexpr,500.0,5501684.0,https://pypi.org/project/numexpr,2023-09-26 08:55:29.000,3185.0,5320705.0,https://anaconda.org/conda-forge/numexpr,2023-10-18 14:06:54.606,7419932.0,2.0,,,,,,,,,,,,,,,,,,, +138,chardet,chardet/chardet,Python character encoding detector.,,text,https://github.com/chardet/chardet,https://github.com/chardet/chardet,LGPL-2.1,2012-07-26 20:30:54.000,2023-11-05 12:58:49.000,2023-08-01 19:17:09,382.0,,250,49.0,149.0,56.0,85.0,1993,2023-08-01 19:23:00.000,5.2.0,15.0,48.0,34,True,39390.0,5.0,chardet,conda-forge/chardet,,57309391.0,https://pypi.org/project/chardet,2023-08-01 19:23:00.000,39382.0,56727356.0,https://anaconda.org/conda-forge/chardet,2023-09-23 12:04:37.819,22114474.0,1.0,@pypi/chardet,https://www.npmjs.com/package/@pypi/chardet,2017-08-20 08:18:15.011,3.0,76.0,,,,,,,,,,,,,, +139,Cassandra Driver,datastax/python-driver,DataStax Python Driver for Apache Cassandra.,,db-clients,https://github.com/datastax/python-driver,https://github.com/datastax/python-driver,Apache-2.0,2013-07-08 19:02:31.000,2023-11-15 21:02:29.000,2023-11-13 20:12:14,6035.0,11.0,553,78.0,1109.0,15.0,,1353,2023-06-06 15:21:12.274,3.28.0,75.0,196.0,34,True,6427.0,5725.0,cassandra-driver,conda-forge/cassandra-driver,,1658779.0,https://pypi.org/project/cassandra-driver,2023-06-06 15:21:12.274,702.0,1653950.0,https://anaconda.org/conda-forge/cassandra-driver,2023-10-07 06:07:01.255,188336.0,2.0,,,,,,,,,,,,,,,,,,, +140,zarr,zarr-developers/zarr-python,"An implementation of chunked, compressed, N-dimensional arrays for Python.",,data-containers,https://github.com/zarr-developers/zarr-python,https://github.com/zarr-developers/zarr-python,MIT,2015-12-15 14:49:40.000,2023-11-14 14:56:43.000,2023-11-13 15:25:20,1839.0,22.0,225,45.0,859.0,278.0,376.0,1247,2023-08-18 14:29:58.000,2.16.1,73.0,94.0,34,True,3366.0,2920.0,zarr,conda-forge/zarr,,492616.0,https://pypi.org/project/zarr,2023-08-18 14:29:58.000,446.0,423092.0,https://anaconda.org/conda-forge/zarr,2023-08-21 11:05:54.629,2780965.0,2.0,,,,,,,,,,,,,,,,,,, +141,jsonpickle,jsonpickle/jsonpickle,Python library for serializing any arbitrary object graph into JSON. It can take almost any Python object and turn the..,,serialization,https://github.com/jsonpickle/jsonpickle,https://github.com/jsonpickle/jsonpickle,BSD-3-Clause,2009-12-10 03:59:23.000,2023-11-15 07:40:03.000,2023-11-12 22:19:21,1382.0,8.0,160,34.0,166.0,69.0,235.0,1167,2023-08-13 18:56:24.000,3.0.2,40.0,72.0,34,True,2425.0,,jsonpickle,conda-forge/jsonpickle,,10187259.0,https://pypi.org/project/jsonpickle,2023-08-13 18:56:24.000,2425.0,10136378.0,https://anaconda.org/conda-forge/jsonpickle,2023-10-18 22:21:59.292,1577312.0,3.0,,,,,,,,,,,,,,,,,,, +142,cleo,sdispater/cleo,Cleo allows you to create beautiful and testable command-line interfaces.,,cli-helpers,https://github.com/python-poetry/cleo,https://github.com/python-poetry/cleo,MIT,2013-12-16 16:01:42.000,2023-11-16 12:19:27.000,2023-11-16 02:45:32,521.0,22.0,82,23.0,278.0,29.0,75.0,1152,2023-10-30 18:54:14.000,2.1.0,34.0,34.0,34,True,19053.0,18793.0,cleo,conda-forge/cleo,,22740374.0,https://pypi.org/project/cleo,2023-10-30 18:54:08.000,260.0,22723818.0,https://anaconda.org/conda-forge/cleo,2023-10-30 19:23:44.113,612599.0,2.0,,,,,,,,,,,,,python-poetry/cleo,,,,,, +143,anytree,c0fec0de/anytree,Python tree data library.,,data-structures,https://github.com/c0fec0de/anytree,https://github.com/c0fec0de/anytree,Apache-2.0,2016-08-27 09:42:38.000,2023-11-16 06:34:45.000,2023-11-16 06:34:42,514.0,64.0,123,23.0,67.0,20.0,160.0,853,2023-10-26 21:28:54.000,2.12.0,34.0,29.0,34,True,18106.0,17773.0,anytree,conda-forge/anytree,,953218.0,https://pypi.org/project/anytree,2023-10-26 21:28:54.000,333.0,952385.0,https://anaconda.org/conda-forge/anytree,2023-06-16 19:18:51.552,35830.0,2.0,,,,,,,,,,,,,,,,,,, +144,s3fs,fsspec/s3fs,S3 Filesystem.,,db-clients,https://github.com/fsspec/s3fs,https://github.com/fsspec/s3fs,BSD-3-Clause,2016-03-16 00:19:32.000,2023-11-15 18:51:19.000,2023-11-15 18:51:19,1016.0,19.0,250,18.0,389.0,123.0,307.0,753,2023-10-21 17:55:06.000,2023.10.0,63.0,129.0,34,True,16119.0,15412.0,s3fs,conda-forge/s3fs,,140790907.0,https://pypi.org/project/s3fs,2023-10-21 17:55:06.000,707.0,140627147.0,https://anaconda.org/conda-forge/s3fs,2023-10-21 20:45:12.148,6386653.0,2.0,,,,,,,,,,,,,,,,,,, +145,minio,minio/minio-py,MinIO Client SDK for Python.,,db-clients,https://github.com/minio/minio-py,https://github.com/minio/minio-py,Apache-2.0,2015-06-17 03:51:15.000,2023-11-10 08:23:02.000,2023-11-10 08:23:00,1121.0,10.0,289,32.0,804.0,13.0,514.0,703,2023-11-10 08:24:20.000,7.2.0,107.0,119.0,34,True,6207.0,5744.0,minio,conda-forge/minio,,1843732.0,https://pypi.org/project/minio,2023-11-10 08:22:48.000,463.0,1839866.0,https://anaconda.org/conda-forge/minio,2023-09-25 07:31:11.471,150776.0,2.0,,,,,,,,,,,,,,,,,,, +146,rsa,sybrenstuvel/python-rsa,Python-RSA is a pure-Python RSA implementation.,,cryptography,https://github.com/sybrenstuvel/python-rsa,https://github.com/sybrenstuvel/python-rsa,Apache-2.0,2016-01-21 12:53:34.000,2023-11-01 16:03:03.000,2023-11-01 16:03:00,597.0,14.0,106,12.0,115.0,22.0,103.0,455,2021-02-24 10:55:03.000,4.7.2,36.0,43.0,34,True,367226.0,360087.0,rsa,conda-forge/rsa,,133334747.0,https://pypi.org/project/rsa,2022-07-20 10:30:05.832,7139.0,133186335.0,https://anaconda.org/conda-forge/rsa,2023-06-16 13:14:30.533,13060271.0,3.0,,,,,,,,,,,,,,,,,,, +147,asn1crypto,wbond/asn1crypto,Python ASN.1 library with a focus on performance and a pythonic API.,,cryptography,https://github.com/wbond/asn1crypto,https://github.com/wbond/asn1crypto,MIT,2015-06-03 18:51:56.000,2023-11-03 12:32:10.000,2023-11-03 12:31:26,810.0,14.0,131,23.0,94.0,53.0,139.0,301,2022-03-15 14:46:51.000,1.5.1,33.0,39.0,34,True,112072.0,104994.0,asn1crypto,conda-forge/asn1crypto,,58758518.0,https://pypi.org/project/asn1crypto,2022-03-15 14:46:51.000,7078.0,58650477.0,https://anaconda.org/conda-forge/asn1crypto,2023-06-16 13:20:58.043,8319166.0,3.0,,,,,,,,,,,,,,,,,,, +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 12:22:30.000,2023-09-05 16:15:05.330,2023-09-05 01:50:58,656.0,6.0,78,15.0,35.0,35.0,47.0,289,2023-01-14 12:26:16.208,2022.7.1,113.0,21.0,34,True,1811194.0,1727840.0,pytz,conda-forge/pytz,,153227192.0,https://pypi.org/project/pytz,2023-09-05 01:56:55.000,83354.0,151910591.0,https://anaconda.org/conda-forge/pytz,2023-09-05 16:15:05.330,47397665.0,3.0,,,,,,,,,,,,,,,,,,, +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 23:19:42.000,2023-11-16 03:07:09.000,2023-10-20 17:10:23,565.0,6.0,125,17.0,224.0,46.0,35.0,183,2023-09-26 21:26:08.000,0.7.0,35.0,37.0,34,True,259698.0,255338.0,s3transfer,conda-forge/s3transfer,,285838152.0,https://pypi.org/project/s3transfer,2023-09-26 21:26:08.000,4360.0,285371317.0,https://anaconda.org/conda-forge/s3transfer,2023-09-26 23:34:33.362,17272926.0,2.0,,,,,,,,,,,,,,,,,,, +150,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 12:34:21.000,2023-10-22 22:23:29.297,2023-10-22 17:41:43,315.0,15.0,58,7.0,75.0,1.0,81.0,177,2023-06-21 14:09:09.912,4.3.1,47.0,30.0,34,True,138356.0,134547.0,tzlocal,conda-forge/tzlocal,,44786457.0,https://pypi.org/project/tzlocal,2023-10-22 17:41:36.000,3809.0,44694677.0,https://anaconda.org/conda-forge/tzlocal,2023-10-22 22:23:29.297,2478067.0,3.0,,,,,,,,,,,,,,,,,,, +151,Typer,tiangolo/typer,"Typer, build great CLIs. Easy to code. Based on Python type hints.",,cli-helpers,https://github.com/tiangolo/typer,https://github.com/tiangolo/typer,MIT,2019-12-24 12:24:11.000,2023-11-13 19:32:34.000,2023-11-04 01:48:01,477.0,6.0,495,69.0,288.0,208.0,167.0,12479,2023-05-02 05:22:17.780,0.9.0,27.0,37.0,33,True,2354.0,21.0,typer,conda-forge/typer,,13253467.0,https://pypi.org/project/typer,2023-05-02 05:22:17.780,2333.0,13210556.0,https://anaconda.org/conda-forge/typer,2023-06-16 19:18:59.132,1845188.0,3.0,,,,,,,,,,,,,,,,,,, +152,TinyDB,msiemens/tinydb,TinyDB is a lightweight document oriented database optimized for your happiness :).,,data-containers,https://github.com/msiemens/tinydb,https://github.com/msiemens/tinydb,MIT,2013-07-12 23:31:13.000,2023-11-08 18:20:15.000,2023-07-24 18:53:19,697.0,,512,106.0,158.0,13.0,291.0,6222,2023-06-12 19:08:02.174,4.8.0,68.0,82.0,33,True,12850.0,11946.0,tinydb,conda-forge/tinydb,,513157.0,https://pypi.org/project/tinydb,2023-06-12 19:08:02.174,904.0,509127.0,https://anaconda.org/conda-forge/tinydb,2023-06-12 22:06:12.645,358724.0,2.0,,,,,,,,,,,,,,,,,,, +153,tortoise-orm,tortoise/tortoise-orm,"Familiar asyncio ORM for python, built with relations in mind.",,db-clients,https://github.com/tortoise/tortoise-orm,https://github.com/tortoise/tortoise-orm,Apache-2.0,2018-03-29 16:52:10.000,2023-11-15 03:03:54.000,2023-11-05 03:35:54,1190.0,7.0,335,41.0,485.0,486.0,505.0,3932,2023-08-11 03:44:09.000,0.20.0,151.0,125.0,33,True,6692.0,6599.0,tortoise-orm,conda-forge/tortoise-orm,13.0,122314.0,https://pypi.org/project/tortoise-orm,2023-08-11 03:44:09.000,93.0,121761.0,https://anaconda.org/conda-forge/tortoise-orm,2023-08-11 14:08:36.515,16064.0,3.0,,,,,,,,,,,,,,,,,,, +154,Databases,encode/databases,Async database support for Python.,,db-clients,https://github.com/encode/databases,https://github.com/encode/databases,BSD-3-Clause,2019-02-01 10:55:25.000,2023-09-09 20:15:39.000,2023-09-09 20:15:39,329.0,4.0,253,51.0,200.0,125.0,196.0,3578,2023-08-28 14:51:41.000,0.8.0,42.0,56.0,33,True,20996.0,20876.0,databases,conda-forge/databases,,333158.0,https://pypi.org/project/databases,2023-08-28 14:51:41.000,120.0,329805.0,https://anaconda.org/conda-forge/databases,2023-06-16 16:14:12.226,191151.0,3.0,,,,,,,,,,,,,,,,,,, +155,asciimatics,peterbrittain/asciimatics,"A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII..",,cli-helpers,https://github.com/peterbrittain/asciimatics,https://github.com/peterbrittain/asciimatics,Apache-2.0,2015-04-15 20:18:41.000,2023-10-27 08:57:15.000,2023-10-27 08:54:47,1133.0,33.0,243,64.0,88.0,23.0,273.0,3424,2023-10-25 15:29:54.000,1.15.0,24.0,44.0,33,True,1055.0,936.0,asciimatics,conda-forge/asciimatics,,97576.0,https://pypi.org/project/asciimatics,2023-10-25 15:19:05.000,119.0,93696.0,https://anaconda.org/conda-forge/asciimatics,2023-10-25 21:59:55.078,143575.0,3.0,,,,,,,,,,,,,,,,,,, +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 09:25:46.000,2023-11-16 13:30:32.000,2023-11-14 19:51:06,6030.0,193.0,338,40.0,1820.0,39.0,201.0,3249,2023-11-14 20:49:07.000,0.47.0,115.0,80.0,33,True,225.0,223.0,zenml,,1.0,12323.0,https://pypi.org/project/zenml,2023-11-14 20:49:07.000,2.0,12323.0,,,,2.0,,,,,,,,,,,,,,,,,,, +157,smart-open,RaRe-Technologies/smart_open,"Utils for streaming large files (S3, HDFS, gzip, bz2...).",,data-loading,https://github.com/piskvorky/smart_open,https://github.com/piskvorky/smart_open,MIT,2015-01-02 13:05:52.000,2023-11-04 21:19:40.000,2023-09-07 02:59:25,1023.0,11.0,365,49.0,380.0,82.0,310.0,2981,2023-09-07 03:00:21.000,6.4.0,56.0,105.0,33,True,611.0,,smart-open,conda-forge/smart_open,,17306887.0,https://pypi.org/project/smart-open,2023-09-07 02:59:54.000,611.0,17251699.0,https://anaconda.org/conda-forge/smart_open,2023-09-07 06:13:58.481,2207556.0,2.0,,,,,,,,,,,,,piskvorky/smart_open,,,,,, +158,pandas-datareader,pydata/pandas-datareader,Extract data from a wide range of Internet sources into a pandas DataFrame.,,data-loading,https://github.com/pydata/pandas-datareader,https://github.com/pydata/pandas-datareader,BSD-3-Clause,2015-01-15 00:34:19.000,2023-10-24 17:22:15.000,2023-10-24 17:22:15,853.0,24.0,658,140.0,453.0,143.0,401.0,2741,2021-07-13 12:38:57.000,0.10.0,22.0,91.0,33,True,22208.0,21357.0,pandas-datareader,conda-forge/pandas-datareader,,403840.0,https://pypi.org/project/pandas-datareader,2021-07-13 12:38:57.000,851.0,399598.0,https://anaconda.org/conda-forge/pandas-datareader,2023-06-16 13:23:01.411,335182.0,2.0,,,,,,,,,,,,,,3.0,,,,, +159,aiofiles,Tinche/aiofiles,File support for asyncio.,,file-path-utils,https://github.com/Tinche/aiofiles,https://github.com/Tinche/aiofiles,Apache-2.0,2015-03-29 20:28:14.000,2023-11-10 15:33:41.000,2023-11-10 15:33:41,250.0,1.0,144,36.0,65.0,49.0,64.0,2413,2023-08-11 13:31:17.000,23.2.1,15.0,35.0,33,True,119002.0,116927.0,aiofiles,conda-forge/aiofiles,,11185032.0,https://pypi.org/project/aiofiles,2023-08-09 15:23:09.000,2075.0,11160291.0,https://anaconda.org/conda-forge/aiofiles,2023-11-02 17:29:27.974,915428.0,2.0,,,,,,,,,,,,,,,,,,, +160,PyPika,kayak/pypika,PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects..,,db-clients,https://github.com/kayak/pypika,https://github.com/kayak/pypika,Apache-2.0,2016-07-06 14:08:50.000,2023-11-13 06:37:07.000,2023-10-16 15:26:04,1031.0,11.0,260,35.0,365.0,151.0,253.0,2196,2022-03-15 11:22:57.000,0.48.9,213.0,98.0,33,True,15444.0,15347.0,pypika,conda-forge/pypika,,2313549.0,https://pypi.org/project/pypika,2022-03-15 11:22:57.000,97.0,2313339.0,https://anaconda.org/conda-forge/pypika,2023-06-16 19:27:43.516,5256.0,3.0,,,,,,,,,,,,,,,,,,, +161,jmespath,jmespath/jmespath.py,JMESPath is a query language for JSON.,,file-formats,https://github.com/jmespath/jmespath.py,https://github.com/jmespath/jmespath.py,MIT,2013-02-19 22:16:36.000,2023-09-18 04:41:58.000,2023-03-31 03:02:29,558.0,,170,35.0,161.0,46.0,86.0,1966,2022-06-17 18:00:10.000,1.0.1,26.0,31.0,33,True,7026.0,,jmespath,conda-forge/jmespath,,130048025.0,https://pypi.org/project/jmespath,2022-06-17 18:00:10.000,7026.0,129853128.0,https://anaconda.org/conda-forge/jmespath,2023-06-16 13:16:44.688,17151017.0,3.0,,,,,,,,,,,,,,,,,,, +162,cachetools,tkem/cachetools,Extensible memoizing collections and decorators.,,caching,https://github.com/tkem/cachetools,https://github.com/tkem/cachetools,MIT,2014-03-22 10:15:14.000,2023-11-01 12:10:42.000,2023-10-30 00:20:45,288.0,19.0,147,27.0,58.0,6.0,228.0,1826,2023-10-24 18:12:02.000,5.3.2,46.0,12.0,33,True,3499.0,,cachetools,conda-forge/cachetools,,107551194.0,https://pypi.org/project/cachetools,2023-10-24 18:12:02.000,3499.0,107305740.0,https://anaconda.org/conda-forge/cachetools,2023-10-25 01:31:27.619,10309084.0,1.0,,,,,,,,,,,,,,,,,,, +163,voluptuous,alecthomas/voluptuous,"CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data validation library.",,data-validation,https://github.com/alecthomas/voluptuous,https://github.com/alecthomas/voluptuous,BSD-3-Clause,2010-07-15 09:55:10.000,2023-11-16 12:57:59.000,2023-11-14 21:11:14,467.0,3.0,208,38.0,245.0,42.0,207.0,1785,2023-11-12 17:04:42.000,0.14.0,46.0,93.0,33,True,15763.0,14395.0,voluptuous,conda-forge/voluptuous,,2937598.0,https://pypi.org/project/voluptuous,2022-04-07 16:00:25.000,1368.0,2928360.0,https://anaconda.org/conda-forge/voluptuous,2023-11-12 22:09:16.001,332590.0,2.0,,,,,,,,,,,,,,,,,,, +164,pluggy,pytest-dev/pluggy,A minimalist production ready plugin system.,,others,https://github.com/pytest-dev/pluggy,https://github.com/pytest-dev/pluggy,MIT,2015-04-28 15:32:26.000,2023-11-14 11:42:14.000,2023-11-14 11:42:13,699.0,19.0,125,22.0,276.0,41.0,128.0,1040,2023-08-26 19:10:18.000,1.3.0,21.0,48.0,33,True,10512.0,,pluggy,conda-forge/pluggy,,103832883.0,https://pypi.org/project/pluggy,2023-08-26 19:10:18.000,10512.0,103199523.0,https://anaconda.org/conda-forge/pluggy,2023-08-26 21:53:14.025,23434334.0,2.0,,,,,,,,,,,,,,,,,,, +165,validators,kvesteri/validators,Python Data Validation for Humans.,,data-validation,https://github.com/python-validators/validators,https://github.com/python-validators/validators,MIT,2013-10-17 08:16:32.000,2023-11-07 16:05:40.000,2023-11-07 16:05:40,346.0,18.0,141,14.0,160.0,18.0,138.0,845,2023-09-02 09:17:56.000,0.22.0,42.0,52.0,33,True,92849.0,91056.0,validators,conda-forge/validators,11.0,6472593.0,https://pypi.org/project/validators,2023-09-02 09:17:56.000,1793.0,6459212.0,https://anaconda.org/conda-forge/validators,2023-09-02 12:56:38.531,535210.0,2.0,,,,,,,,,,,,,python-validators/validators,,,,,, +166,neo4j-driver,neo4j/neo4j-python-driver,Neo4j Bolt driver for Python.,,db-clients,https://github.com/neo4j/neo4j-python-driver,https://github.com/neo4j/neo4j-python-driver,Apache-2.0,2015-05-05 13:08:20.000,2023-11-09 13:30:06.000,2023-11-09 13:30:05,1492.0,24.0,204,98.0,738.0,4.0,229.0,840,2023-11-03 13:41:42.000,5.14.1,129.0,41.0,33,True,7683.0,7457.0,neo4j-driver,conda-forge/neo4j-python-driver,,138726.0,https://pypi.org/project/neo4j-driver,2023-11-03 13:38:58.000,226.0,133942.0,https://anaconda.org/conda-forge/neo4j-python-driver,2023-11-03 17:41:04.235,196168.0,3.0,,,,,,,,,,,,,,,,,,, +167,decorator,micheles/decorator,Decorators for Humans.,,others,https://github.com/micheles/decorator,https://github.com/micheles/decorator,BSD-2-Clause,2013-11-24 05:55:49.000,2023-08-23 16:34:36.000,2023-08-23 16:34:33,392.0,6.0,101,24.0,56.0,13.0,93.0,789,2022-01-07 08:20:03.000,5.1.1,38.0,27.0,33,True,520627.0,496236.0,decorator,conda-forge/decorator,,58590047.0,https://pypi.org/project/decorator,2022-01-07 08:20:03.000,24391.0,58307330.0,https://anaconda.org/conda-forge/decorator,2023-06-16 13:18:04.782,24879167.0,2.0,,,,,,,,,,,,,,,,,,, +168,pyasn1,etingof/pyasn1,Generic ASN.1 library for Python.,,serialization,https://github.com/etingof/pyasn1,https://github.com/etingof/pyasn1,BSD-2-Clause,2016-02-24 22:30:54.000,2023-09-13 14:37:03.070,2020-03-21 18:06:04,970.0,,98,33.0,104.0,58.0,67.0,235,2023-04-20 00:55:08.738,0.5.0,38.0,16.0,33,False,443352.0,428272.0,pyasn1,conda-forge/pyasn1,,141838823.0,https://pypi.org/project/pyasn1,2023-04-20 00:55:08.738,15080.0,135081882.0,https://anaconda.org/conda-forge/pyasn1,2023-09-13 14:37:03.070,13513883.0,3.0,,,,,,,,,,,,,,,,,,, +169,DearPyGui,hoffstadt/DearPyGui,Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies.,,gui-dev,https://github.com/hoffstadt/DearPyGui,https://github.com/hoffstadt/DearPyGui,MIT,2020-05-28 17:12:57.000,2023-11-16 09:58:29.000,2023-11-02 00:31:19,2775.0,9.0,606,148.0,487.0,240.0,997.0,11392,2023-10-09 18:31:30.000,1.10.1,220.0,63.0,32,True,2420.0,2373.0,dearpygui,,,52815.0,https://pypi.org/project/dearpygui,2023-10-09 18:31:30.000,47.0,52815.0,,,,2.0,,,,,,,,,,,,,,,,,,, +170,transitions,pytransitions/transitions,"A lightweight, object-oriented finite state machine implementation in Python with many extensions.",,algorithms,https://github.com/pytransitions/transitions,https://github.com/pytransitions/transitions,MIT,2014-10-12 20:59:09.000,2023-10-24 16:00:35.000,2023-09-20 06:18:21,1023.0,25.0,512,91.0,185.0,14.0,429.0,5110,2022-09-02 09:45:38.000,0.9.0,45.0,76.0,32,True,3496.0,3228.0,transitions,conda-forge/transitions,,499360.0,https://pypi.org/project/transitions,2022-02-24 09:28:15.000,268.0,488553.0,https://anaconda.org/conda-forge/transitions,2023-06-16 16:15:31.911,572818.0,1.0,,,,,,,,,,,,,,,,,,, +171,dataset,pudo/dataset,"Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.",,db-clients,https://github.com/pudo/dataset,https://github.com/pudo/dataset,MIT,2013-04-01 14:57:55.000,2023-09-06 13:18:04.000,2023-07-12 08:51:27,712.0,,296,103.0,139.0,34.0,261.0,4661,2023-07-12 08:56:00.739,1.6.2,57.0,77.0,32,True,3976.0,3396.0,dataset,conda-forge/dataset,,197317.0,https://pypi.org/project/dataset,2023-07-12 08:56:00.739,580.0,197083.0,https://anaconda.org/conda-forge/dataset,2023-07-12 10:39:31.317,7495.0,3.0,,,,,,,,,,,,,,,,,,, +172,python-dependency-injector,ets-labs/python-dependency-injector,Dependency injection framework for Python.,,utilities,https://github.com/ets-labs/python-dependency-injector,https://github.com/ets-labs/python-dependency-injector,BSD-3-Clause,2015-01-04 13:23:05.000,2023-11-15 02:04:09.000,2022-12-19 03:14:24,1998.0,,254,47.0,199.0,176.0,357.0,3309,2022-12-19 06:54:00.875,4.41.0,288.0,29.0,32,True,2709.0,2607.0,dependency-injector,conda-forge/dependency_injector,,1194920.0,https://pypi.org/project/dependency-injector,2022-03-30 04:06:47.000,102.0,1193603.0,https://anaconda.org/conda-forge/dependency_injector,2023-06-16 19:27:23.562,34262.0,2.0,,,,,,,,,,,,,,,,,,, +173,Koalas,databricks/koalas,Koalas: pandas API on Apache Spark.,,data-containers,https://github.com/databricks/koalas,https://github.com/databricks/koalas,Apache-2.0,2019-01-03 21:46:54.000,2023-09-21 03:12:26.000,2023-09-21 03:12:16,1555.0,7.0,349,283.0,1629.0,112.0,486.0,3304,2021-10-19 22:26:46.000,1.8.2,47.0,51.0,32,True,334.0,320.0,koalas,conda-forge/koalas,1019.0,1444043.0,https://pypi.org/project/koalas,2021-10-19 22:26:05.000,14.0,1438084.0,https://anaconda.org/conda-forge/koalas,2023-06-16 16:15:24.146,320846.0,2.0,,,,,,"['spark', 'pandas']",,,,,,,,,,,,, +174,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,,388,196.0,944.0,264.0,501.0,3171,2021-12-15 15:22:54.705,0.6.0,14.0,67.0,32,False,9978.0,9160.0,blaze,conda-forge/blaze,,10747.0,https://pypi.org/project/blaze,2016-05-06 21:19:21.000,818.0,8051.0,https://anaconda.org/conda-forge/blaze,2023-06-16 13:21:36.637,202240.0,2.0,,,,,,,,,,,,,,,,,,, +175,returns,dry-python/returns,"Make your functions return something meaningful, typed, and safe!.",,utilities,https://github.com/dry-python/returns,https://github.com/dry-python/returns,BSD-2-Clause,2019-01-26 13:08:38.000,2023-11-15 15:20:17.000,2023-11-15 15:20:16,1717.0,49.0,99,42.0,1313.0,66.0,353.0,2974,2023-08-26 13:41:44.000,0.22.0,25.0,48.0,32,True,518.0,459.0,returns,conda-forge/returns,,164588.0,https://pypi.org/project/returns,2023-08-26 13:41:44.000,59.0,164331.0,https://anaconda.org/conda-forge/returns,2023-08-28 19:31:50.302,7712.0,2.0,,,,,,,,,,,,,,,,,,, +176,schema,keleshev/schema,Schema validation just got Pythonic.,,data-validation,https://github.com/keleshev/schema,https://github.com/keleshev/schema,MIT,2012-08-19 18:56:20.000,2023-11-12 20:22:43.000,2023-11-08 17:58:33,408.0,8.0,198,58.0,154.0,95.0,73.0,2796,2021-12-01 20:51:57.000,0.7.5,25.0,65.0,32,True,8474.0,7550.0,schema,conda-forge/schema,,7594165.0,https://pypi.org/project/schema,2021-12-01 20:49:21.000,924.0,7591655.0,https://anaconda.org/conda-forge/schema,2023-06-16 16:16:09.653,130554.0,2.0,,,,,,,,,,,,,,,,,,, +177,pandera,pandera-dev/pandera,"A light-weight, flexible, and expressive statistical data testing library.",,data-containers,https://github.com/unionai-oss/pandera,https://github.com/unionai-oss/pandera,MIT,2018-11-01 02:18:34.000,2023-11-15 16:49:59.000,2023-11-11 20:41:25,614.0,33.0,229,17.0,594.0,277.0,419.0,2671,2023-09-30 04:00:26.000,0.17.2,77.0,107.0,32,True,1210.0,1127.0,pandera,conda-forge/pandera-core,,1283177.0,https://pypi.org/project/pandera,2023-09-30 04:00:26.000,83.0,1282360.0,https://anaconda.org/conda-forge/pandera-core,2023-11-07 19:43:56.519,30231.0,2.0,,,,,,['pandas'],,,,,,,unionai-oss/pandera,,,,,, +178,python-decouple,henriquebastos/python-decouple,Strict separation of config from code.,,configuration,https://github.com/HBNetwork/python-decouple,https://github.com/HBNetwork/python-decouple,MIT,2014-02-25 04:16:08.000,2023-11-08 18:48:21.000,2023-04-17 23:37:12,196.0,,185,28.0,76.0,8.0,84.0,2579,2023-03-01 19:38:11.000,3.8,8.0,35.0,32,True,114430.0,114430.0,python-decouple,conda-forge/python-decouple,12.0,1784599.0,https://pypi.org/project/python-decouple,,,1783614.0,https://anaconda.org/conda-forge/python-decouple,2023-06-16 13:21:51.317,72958.0,2.0,,,,,,,,,,,,,HBNetwork/python-decouple,,,,,, +179,datasketch,ekzhu/datasketch,"MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW.",,data-containers,https://github.com/ekzhu/datasketch,https://github.com/ekzhu/datasketch,MIT,2015-03-20 01:21:46.000,2023-10-03 10:00:24.000,2023-10-02 23:00:49,232.0,13.0,276,49.0,73.0,50.0,113.0,2179,2023-10-03 10:00:24.000,1.6.4,86.0,28.0,32,True,1051.0,987.0,datasketch,,19.0,1624822.0,https://pypi.org/project/datasketch,2023-10-03 10:00:24.000,64.0,1624822.0,,,,2.0,,,,,,,,,,,,,,,,,,, +180,xlrd,python-excel/xlrd,Please use openpyxl where you can...,,data-loading,https://github.com/python-excel/xlrd,https://github.com/python-excel/xlrd,BSD-3-Clause,2012-03-07 04:50:48.000,2023-07-31 07:36:00.000,2021-08-21 19:45:33,503.0,,444,96.0,160.0,3.0,,2103,2020-12-11 11:31:40.086,2.0.1,24.0,51.0,32,False,206837.0,198310.0,xlrd,conda-forge/xlrd,,19656758.0,https://pypi.org/project/xlrd,2020-12-11 11:31:40.086,8527.0,19611857.0,https://anaconda.org/conda-forge/xlrd,2023-06-16 13:21:36.044,3592136.0,2.0,,,,,,,,,,,,,,,,,,, +181,emoji,carpedm20/emoji,emoji terminal output for Python.,,text,https://github.com/carpedm20/emoji,https://github.com/carpedm20/emoji,BSD-3-Clause,2014-08-18 02:55:59.000,2023-08-16 14:51:37.518,2023-08-16 13:13:55,492.0,,264,26.0,116.0,10.0,147.0,1744,2023-08-16 13:17:07.000,2.8.0,42.0,64.0,32,True,63900.0,62403.0,emoji,conda-forge/emoji,,2587833.0,https://pypi.org/project/emoji,2023-08-16 13:17:07.000,1497.0,2586214.0,https://anaconda.org/conda-forge/emoji,2023-08-16 14:51:37.518,63153.0,2.0,,,,,,,,,,,,,,,,,,, +182,omegaconf,omry/omegaconf,Flexible Python configuration system. The last one you will ever need.,,configuration,https://github.com/omry/omegaconf,https://github.com/omry/omegaconf,BSD-3-Clause,2018-09-03 14:59:01.000,2023-11-15 22:08:09.000,2023-11-15 22:08:09,1055.0,6.0,90,17.0,578.0,92.0,443.0,1639,2022-12-08 21:01:02.889,2.3.0,145.0,31.0,32,True,20600.0,20229.0,omegaconf,conda-forge/omegaconf,,5419893.0,https://pypi.org/project/omegaconf,2023-08-09 20:02:29.000,371.0,5393377.0,https://anaconda.org/conda-forge/omegaconf,2023-06-16 19:17:33.055,1219752.0,2.0,,,,,,,,,,,,,,,,,,, +183,typing,python/typing,Python static typing home. Hosts the documentation and a user help forum.,,compatibility,https://github.com/python/typing,https://github.com/python/typing,Python-2.0,2014-09-29 16:54:42.000,2023-10-04 02:34:11.000,2023-10-04 02:34:11,683.0,2.0,223,60.0,399.0,133.0,610.0,1463,2019-06-19 22:31:20.000,3.7.4,16.0,91.0,32,True,5995.0,,typing,conda-forge/typing,,8428506.0,https://pypi.org/project/typing,2021-05-01 18:03:55.000,5995.0,8396620.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,2933552.0,2.0,,,,,,,,,,,,,,9.0,,,,, +184,pygsheets,nithinmurali/pygsheets,Google Sheets Python API v4.,,db-clients,https://github.com/nithinmurali/pygsheets,https://github.com/nithinmurali/pygsheets,MIT,2016-06-06 17:20:44.000,2023-09-28 01:02:19.000,2023-09-28 01:02:19,1097.0,5.0,214,48.0,179.0,56.0,336.0,1454,2022-11-30 17:34:49.000,2.0.6,18.0,90.0,32,True,2275.0,2178.0,pygsheets,,,1598831.0,https://pypi.org/project/pygsheets,2022-11-30 17:29:01.641,97.0,1598831.0,,,,3.0,,,,,,,,,,,,,,,,,,, +185,Copier,copier-org/copier,Library and command-line utility for rendering projects templates.,,others,https://github.com/copier-org/copier,https://github.com/copier-org/copier,MIT,2011-11-01 19:22:44.000,2023-11-16 12:06:40.000,2023-11-15 13:12:13,1334.0,86.0,141,21.0,856.0,49.0,360.0,1333,2023-10-30 09:45:42.000,9.0.1,37.0,69.0,32,True,706.0,706.0,copier,,,157788.0,https://pypi.org/project/copier,,,157788.0,,,,3.0,,,,,,,,,,,,,,,,,,, +186,sshtunnel,pahaz/sshtunnel,SSH tunnels to remote server.,,infrastructure,https://github.com/pahaz/sshtunnel,https://github.com/pahaz/sshtunnel,MIT,2014-06-11 21:14:05.000,2023-10-26 21:01:22.000,2023-05-14 21:12:56,446.0,,183,28.0,95.0,61.0,141.0,1138,2021-01-11 13:28:44.000,0.4.0,28.0,26.0,32,True,6504.0,6183.0,sshtunnel,conda-forge/sshtunnel,,6458060.0,https://pypi.org/project/sshtunnel,2021-01-11 13:28:30.784,321.0,6456563.0,https://anaconda.org/conda-forge/sshtunnel,2023-06-16 13:24:17.374,128785.0,3.0,,,,,,,,,,,,,,,,,,, +187,bcrypt,pyca/bcrypt,Modern(-ish) password hashing for your software and your servers.,,cryptography,https://github.com/pyca/bcrypt,https://github.com/pyca/bcrypt,Apache-2.0,2013-05-11 02:03:55.000,2023-11-16 04:05:03.000,2023-11-16 04:04:55,543.0,32.0,144,27.0,543.0,5.0,118.0,1060,2022-10-09 15:38:07.610,4.0.1,20.0,32.0,32,True,8095.0,,bcrypt,conda-forge/bcrypt,,41417500.0,https://pypi.org/project/bcrypt,2022-10-09 15:38:07.610,8095.0,41307580.0,https://anaconda.org/conda-forge/bcrypt,2023-09-22 09:02:02.651,4286882.0,3.0,,,,,,,,,,,,,,,,,,, +188,Bottleneck,pydata/bottleneck,Fast NumPy array functions written in C.,,data-containers,https://github.com/pydata/bottleneck,https://github.com/pydata/bottleneck,BSD-2-Clause,2010-11-27 23:21:22.000,2023-09-29 20:49:09.829,2023-04-04 11:45:40,1273.0,,97,32.0,205.0,46.0,192.0,956,2023-03-08 19:41:02.446,1.3.7,37.0,30.0,32,True,45654.0,43989.0,Bottleneck,conda-forge/bottleneck,,679206.0,https://pypi.org/project/Bottleneck,2023-03-08 19:41:02.446,1665.0,576400.0,https://anaconda.org/conda-forge/bottleneck,2023-09-29 20:49:09.829,3803827.0,2.0,,,,,,,,,,,,,,,,,,, +189,cx-Oracle,oracle/python-cx_Oracle,Python interface to Oracle Database now superseded by python-oracledb.,,db-clients,https://github.com/oracle/python-cx_Oracle,https://github.com/oracle/python-cx_Oracle,BSD-3-Clause,2017-03-07 04:03:36.000,2023-10-18 13:21:57.000,2023-08-17 00:33:24,1178.0,,362,74.0,22.0,32.0,608.0,864,2023-07-20 16:04:57.864,5.0.2,55.0,17.0,32,True,8134.0,7810.0,cx-Oracle,conda-forge/cx_oracle,,3033858.0,https://pypi.org/project/cx-Oracle,2021-12-15 14:02:47.964,324.0,3021319.0,https://anaconda.org/conda-forge/cx_oracle,2023-09-24 12:56:34.597,501573.0,3.0,,,,,,,,,,,,,,,,,,, +190,pandas-gbq,googleapis/python-bigquery-pandas,Google BigQuery connector for pandas.,,db-clients,https://github.com/googleapis/python-bigquery-pandas,https://github.com/googleapis/python-bigquery-pandas,BSD-3-Clause,2017-02-08 13:07:19.000,2023-11-15 18:36:38.000,2023-11-10 00:38:59,372.0,10.0,119,59.0,370.0,55.0,288.0,396,2023-05-10 16:05:56.572,0.19.2,43.0,46.0,32,True,8719.0,8386.0,pandas-gbq,conda-forge/pandas-gbq,349.0,7549401.0,https://pypi.org/project/pandas-gbq,2023-05-10 16:05:56.572,333.0,7499054.0,https://anaconda.org/conda-forge/pandas-gbq,2023-06-29 20:18:23.472,1862694.0,3.0,,,,,,,,,,,,,,,,,,, +191,param,holoviz/param,Param: Make your Python code clearer and more reliable by declaring Parameters.,,data-validation,https://github.com/holoviz/param,https://github.com/holoviz/param,BSD-3-Clause,2012-05-01 11:51:08.000,2023-11-12 18:19:54.000,2023-11-08 17:30:56,868.0,49.0,63,18.0,466.0,139.0,283.0,361,2023-11-08 17:32:32.000,2.0.1,87.0,35.0,32,True,8894.0,8741.0,param,conda-forge/param,,699554.0,https://pypi.org/project/param,2023-11-08 17:32:32.000,153.0,661050.0,https://anaconda.org/conda-forge/param,2023-11-08 21:17:18.293,1424678.0,2.0,,,,,,,,,,,,,,,,,,, +192,Eel,ChrisKnott/Eel,A little Python library for making simple Electron-like HTML/JS GUI apps.,,gui-dev,https://github.com/python-eel/Eel,https://github.com/python-eel/Eel,MIT,2017-12-27 21:37:12.000,2023-10-04 00:11:17.000,2023-03-04 17:45:05,299.0,,565,130.0,189.0,175.0,343.0,5892,2023-02-20 20:34:01.455,0.16.0,41.0,46.0,31,True,6462.0,6376.0,eel,,,68965.0,https://pypi.org/project/eel,2022-12-09 20:47:00.608,86.0,68965.0,,,,2.0,,,,,,,,,,,,,python-eel/Eel,,,,,, +193,huey,coleifer/huey,a little task queue for python.,,data-pipelines,https://github.com/coleifer/huey,https://github.com/coleifer/huey,MIT,2011-11-03 16:39:43.000,2023-11-15 14:50:51.000,2023-11-15 14:50:23,984.0,4.0,380,85.0,175.0,1.0,602.0,4687,2023-09-22 15:18:12.000,2.5.0,67.0,67.0,31,True,1475.0,1299.0,huey,conda-forge/huey,,98865.0,https://pypi.org/project/huey,2023-09-20 12:48:32.000,176.0,98373.0,https://anaconda.org/conda-forge/huey,2023-06-16 16:09:17.692,32972.0,2.0,,,,,,,,,,,,,,,,,,, +194,toga,beeware/toga,"A Python native, OS native GUI toolkit.",,gui-dev,https://github.com/beeware/toga,https://github.com/beeware/toga,BSD-3-Clause,2014-08-01 21:44:10.000,2023-11-16 00:19:10.000,2023-11-14 06:30:03,7622.0,530.0,650,85.0,1289.0,115.0,657.0,3821,2023-11-03 04:09:37.000,0.4.0,64.0,253.0,31,True,38.0,2.0,toga,,2059.0,3614.0,https://pypi.org/project/toga,2023-11-03 04:09:37.000,34.0,3421.0,,,,2.0,@pybee/toga,https://www.npmjs.com/package/@pybee/toga,2017-04-23 05:17:57.458,2.0,35.0,,,,,,,,,,,,,, +195,gdown,wkentaro/gdown,Download a large file from Google Drive (curl/wget fails because of the security notice).,,data-loading,https://github.com/wkentaro/gdown,https://github.com/wkentaro/gdown,MIT,2015-10-17 03:01:23.000,2023-09-12 20:53:04.000,2023-04-22 06:02:17,441.0,,287,23.0,112.0,15.0,125.0,3434,2023-03-25 04:14:00.465,4.7.1,84.0,17.0,31,True,22948.0,22534.0,gdown,conda-forge/gdown,,1585091.0,https://pypi.org/project/gdown,2022-10-18 09:07:31.567,414.0,1580343.0,https://anaconda.org/conda-forge/gdown,2023-06-16 16:16:47.757,237448.0,2.0,,,,,,,,,,,,,,,,,,, +196,mrjob,Yelp/mrjob,Run MapReduce jobs on Hadoop or Amazon Web Services.,,data-pipelines,https://github.com/Yelp/mrjob,https://github.com/Yelp/mrjob,Apache-2.0,2010-10-13 18:35:21.000,2023-06-16 13:18:55.628,2020-11-16 22:20:52,8622.0,,608,110.0,921.0,211.0,1093.0,2610,2021-12-15 14:47:15.579,0.4.0,62.0,145.0,31,False,1482.0,1368.0,mrjob,conda-forge/mrjob,,96269.0,https://pypi.org/project/mrjob,2020-09-17 22:26:01.000,114.0,90237.0,https://anaconda.org/conda-forge/mrjob,2023-06-16 13:18:55.628,518770.0,2.0,,,,,,,,,,,,,,,,,,, +197,whylogs,whylabs/whylogs,Open standard for end-to-end data and ML monitoring for any scale in any infrastructure.,,data-pipelines,https://github.com/whylabs/whylogs,https://github.com/whylabs/whylogs,Apache-2.0,2020-08-14 23:25:32.000,2023-11-15 20:28:32.000,2023-11-14 22:51:50,791.0,58.0,107,32.0,1025.0,21.0,385.0,2394,2023-11-14 22:38:49.000,1.3.14,300.0,23.0,31,True,211.0,206.0,whylogs,,43.0,91476.0,https://pypi.org/project/whylogs,2023-11-14 22:39:29.000,5.0,91474.0,,,,2.0,,,,,,,,,,,,,,,,,,, +198,PynamoDB,pynamodb/PynamoDB,A pythonic interface to Amazons DynamoDB.,,db-clients,https://github.com/pynamodb/PynamoDB,https://github.com/pynamodb/PynamoDB,MIT,2014-01-20 02:18:35.000,2023-11-04 04:17:28.000,2023-09-30 03:45:06,826.0,5.0,424,40.0,628.0,259.0,365.0,2308,2023-04-26 00:04:01.470,5.5.0,89.0,106.0,31,True,1726.0,1565.0,pynamodb,conda-forge/pynamodb,,1429625.0,https://pypi.org/project/pynamodb,2023-04-26 00:04:01.470,161.0,1422230.0,https://anaconda.org/conda-forge/pynamodb,2023-06-16 16:16:19.847,377176.0,3.0,,,,,,,,,,,,,,,,,,, +199,pyfilesystem2,pyfilesystem/pyfilesystem2,Pythons Filesystem abstraction layer.,,file-path-utils,https://github.com/PyFilesystem/pyfilesystem2,https://github.com/PyFilesystem/pyfilesystem2,MIT,2016-10-14 15:05:27.000,2023-11-06 03:24:02.000,2022-10-18 10:59:07,785.0,,176,44.0,218.0,104.0,273.0,1905,2023-07-20 15:36:08.195,0.3.0,88.0,47.0,31,False,614.0,,fs,conda-forge/fs,,2065241.0,https://pypi.org/project/fs,2022-05-02 09:25:52.000,614.0,2055946.0,https://anaconda.org/conda-forge/fs,2023-06-16 13:24:46.417,687849.0,3.0,,,,,,,,,,,,,,,,,,, +200,glom,mahmoud/glom,"Pythons nested data operator (and CLI), for all your declarative restructuring needs. Got data? Glom it!.",,data-structures,https://github.com/mahmoud/glom,https://github.com/mahmoud/glom,BSD-3-Clause,2018-04-18 06:03:24.000,2023-11-10 17:50:51.000,2023-11-10 17:50:51,1012.0,11.0,58,22.0,104.0,115.0,74.0,1748,2023-11-08 00:44:20.000,23.4.0,25.0,21.0,31,True,1373.0,1253.0,glom,conda-forge/glom,,1354997.0,https://pypi.org/project/glom,2023-11-08 00:44:20.000,120.0,1354284.0,https://anaconda.org/conda-forge/glom,2023-11-08 03:22:33.044,27839.0,2.0,,,,,,,,,,,,,,,,,,, +201,SDV,sdv-dev/SDV,Synthetic data generation for tabular data.,,data-loading,https://github.com/sdv-dev/SDV,https://github.com/sdv-dev/SDV,SSPL-1.0,2018-05-11 15:56:50.000,2023-11-15 22:16:01.000,2023-11-15 21:52:43,1444.0,85.0,250,42.0,633.0,131.0,864.0,1693,2023-11-07 17:21:14.000,1.6.0,115.0,45.0,31,False,311.0,293.0,sdv,conda-forge/sdv,,58500.0,https://pypi.org/project/sdv,2023-11-15 21:52:37.000,18.0,57857.0,https://anaconda.org/conda-forge/sdv,2023-11-08 00:56:05.769,14798.0,2.0,,,,,,,,,,,,,,,,,,, +202,influxdb,influxdata/influxdb-python,Python client for InfluxDB.,,db-clients,https://github.com/influxdata/influxdb-python,https://github.com/influxdata/influxdb-python,MIT,2013-11-05 19:27:16.000,2023-07-18 21:30:08.000,2023-07-18 21:30:08,972.0,,511,100.0,402.0,167.0,379.0,1671,2020-11-11 21:23:41.000,5.3.1,54.0,141.0,31,True,8980.0,7720.0,influxdb,conda-forge/influxdb,,1660830.0,https://pypi.org/project/influxdb,2020-11-11 21:23:41.000,1260.0,1657756.0,https://anaconda.org/conda-forge/influxdb,2023-06-16 19:18:45.040,132202.0,3.0,,,,,,,,,,,,,,,,,,, +203,humanize,jmoiron/humanize,python humanize functions.,,text,https://github.com/jmoiron/humanize,https://github.com/jmoiron/humanize,MIT,2011-10-07 23:44:01.000,2023-08-17 03:29:24.743,2022-06-13 13:14:58,512.0,,156,26.0,184.0,,80.0,1666,2023-08-16 18:04:48.000,4.8.0,47.0,64.0,31,False,2045.0,,humanize,conda-forge/humanize,,5430848.0,https://pypi.org/project/humanize,2023-08-16 18:04:48.000,2045.0,5418947.0,https://anaconda.org/conda-forge/humanize,2023-08-17 03:29:24.743,487944.0,2.0,,,,,,,,,,,,,,,,,,, +204,questionary,tmbo/questionary,"Python library to build pretty command line user prompts Easy to use multi-select lists, confirmations, free text..",,cli-helpers,https://github.com/tmbo/questionary,https://github.com/tmbo/questionary,MIT,2018-12-01 17:55:17.000,2023-11-13 10:34:59.000,2023-10-16 00:08:39,536.0,13.0,74,19.0,212.0,34.0,94.0,1263,2023-09-08 12:19:01.000,2.0.1,22.0,36.0,31,True,10742.0,10372.0,questionary,conda-forge/questionary,,1320107.0,https://pypi.org/project/questionary,2023-09-08 12:19:01.000,370.0,1318358.0,https://anaconda.org/conda-forge/questionary,2023-09-10 15:33:11.642,61236.0,3.0,,,,,,,,,,,,,,,,,,, +205,petl,petl-developers/petl,Python Extract Transform and Load Tables of Data.,,data-pipelines,https://github.com/petl-developers/petl,https://github.com/petl-developers/petl,MIT,2011-08-19 09:51:03.000,2023-08-22 16:47:24.412,2023-08-22 15:22:53,1280.0,2.0,190,49.0,202.0,85.0,371.0,1167,2023-08-22 15:26:20.000,1.7.14,89.0,63.0,31,True,3588.0,3502.0,petl,conda-forge/petl,,1303032.0,https://pypi.org/project/petl,2023-08-22 15:26:20.000,86.0,1297784.0,https://anaconda.org/conda-forge/petl,2023-08-22 16:47:24.412,215175.0,2.0,,,,,,,,,,,,,,,,,http://petl.readthedocs.org,, +206,appdirs,ActiveState/appdirs,"A small Python module for determining appropriate platform-specific dirs, e.g. a user data dir.",,file-path-utils,https://github.com/ActiveState/appdirs,https://github.com/ActiveState/appdirs,MIT,2010-07-28 04:07:00.000,2023-06-16 13:15:34.114,2023-02-10 23:42:40,225.0,,97,68.0,94.0,50.0,59.0,1002,2020-05-11 08:18:45.000,1.4.4,8.0,34.0,31,True,276758.0,261607.0,appdirs,conda-forge/appdirs,,19270818.0,https://pypi.org/project/appdirs,2020-05-11 07:59:49.000,15151.0,19163785.0,https://anaconda.org/conda-forge/appdirs,2023-06-16 13:15:34.114,9847097.0,3.0,,,,,,,,,,,,,,,,,,, +207,inflect,jaraco/inflect,"Correctly generate plurals, ordinals, indefinite articles; convert numbers to words.",,text,https://github.com/jaraco/inflect,https://github.com/jaraco/inflect,MIT,2010-06-20 13:43:13.000,2023-10-08 20:49:23.000,2023-10-08 20:49:22,962.0,16.0,100,22.0,93.0,26.0,83.0,877,2023-07-04 14:19:04.678,7.0.0,49.0,52.0,31,True,1019.0,,inflect,conda-forge/inflect,,5117992.0,https://pypi.org/project/inflect,2023-07-04 14:19:04.678,1019.0,5109385.0,https://anaconda.org/conda-forge/inflect,2023-07-04 16:42:55.600,352896.0,2.0,,,,,,,,,,,,,,5.0,,,,, +208,srsly,explosion/srsly,"Modern high-performance serialization utilities for Python (JSON, MessagePack, Pickle).",,serialization,https://github.com/explosion/srsly,https://github.com/explosion/srsly,MIT,2018-12-01 03:21:56.000,2023-11-03 14:34:53.000,2023-11-03 14:34:52,308.0,11.0,32,11.0,77.0,3.0,26.0,395,2023-09-22 06:17:50.000,2.4.8,41.0,15.0,31,True,36383.0,36086.0,srsly,conda-forge/srsly,,5430075.0,https://pypi.org/project/srsly,2023-09-22 06:16:00.000,297.0,5396663.0,https://anaconda.org/conda-forge/srsly,2023-09-25 15:16:18.183,1369920.0,3.0,,,,,,,,,,,,,,,,,,, +209,multidict,aio-libs/multidict,The multidict implementation.,,data-structures,https://github.com/aio-libs/multidict,https://github.com/aio-libs/multidict,Apache-2.0,2016-02-06 14:52:32.000,2023-11-10 23:47:23.000,2023-09-28 23:25:31,1160.0,4.0,84,17.0,760.0,22.0,121.0,358,2023-07-20 15:53:14.362,0.0.1,131.0,47.0,31,True,3302.0,,multidict,conda-forge/multidict,4480.0,77774146.0,https://pypi.org/project/multidict,2022-12-24 02:31:03.919,3302.0,77472361.0,https://anaconda.org/conda-forge/multidict,2023-10-07 22:15:36.598,11164206.0,2.0,,,,,,,,,,,,,,,,,,, +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 00:09:10.000,2023-11-15 07:32:58.000,2023-11-15 07:32:20,775.0,10.0,46,43.0,675.0,46.0,176.0,57,2023-08-09 13:45:56.000,2.21.0,75.0,65.0,31,False,3207.0,3195.0,google-cloud-bigtable,conda-forge/google-cloud-bigtable,,4033356.0,https://pypi.org/project/google-cloud-bigtable,2023-08-09 13:45:56.000,12.0,4030306.0,https://anaconda.org/conda-forge/google-cloud-bigtable,2023-08-09 19:06:01.920,100658.0,3.0,,,,,,,,,,,,,,,,,,, +211,importlib-resources,python/importlib_resources,Backport of the importlib.resources module.,,inspect,https://github.com/python/importlib_resources,https://github.com/python/importlib_resources,Apache-2.0,2020-05-18 12:28:24.318,2023-11-07 13:47:04.229,2023-11-07 00:42:12,849.0,30.0,36,12.0,53.0,,237.0,53,2023-11-07 00:46:54.000,6.1.1,66.0,36.0,31,False,1533.0,,importlib-resources,conda-forge/importlib_resources,,68983902.0,https://pypi.org/project/importlib-resources,2023-11-07 00:46:31.000,1533.0,68573376.0,https://anaconda.org/conda-forge/importlib_resources,2023-11-07 13:47:04.229,17242092.0,2.0,,,,,,,,,,,,,,,,,,, +212,zipp,jaraco/zipp,Backport of pathlib-compatible object wrapper for zip files.,,file-path-utils,https://github.com/jaraco/zipp,https://github.com/jaraco/zipp,MIT,2018-11-15 21:24:48.000,2023-09-21 00:15:19.475,2023-09-18 15:06:54,675.0,13.0,39,4.0,41.0,8.0,64.0,42,2023-09-18 15:18:43.000,3.17.0,49.0,22.0,31,False,4078.0,,zipp,conda-forge/zipp,,170971429.0,https://pypi.org/project/zipp,2023-09-18 15:18:23.000,4078.0,170069036.0,https://anaconda.org/conda-forge/zipp,2023-09-21 00:15:19.475,34290958.0,3.0,,,,,,,,,,,,,,,,,,, +213,Gooey,chriskiehl/Gooey,Turn (almost) any Python command line program into a full GUI application with one line.,,gui-dev,https://github.com/chriskiehl/Gooey,https://github.com/chriskiehl/Gooey,MIT,2014-01-01 21:06:05.000,2023-09-27 17:49:39.000,2022-05-08 04:08:19,743.0,,945,274.0,295.0,152.0,462.0,17943,2021-12-15 16:29:29.533,0.8.7,58.0,103.0,30,False,913.0,833.0,gooey,conda-forge/gooey,523.0,5587.0,https://pypi.org/project/gooey,2022-01-29 23:10:33.000,80.0,4237.0,https://anaconda.org/conda-forge/gooey,2023-06-16 16:15:20.617,72364.0,3.0,,,,,,,,,,,,,,,,,,, +214,Vaex,vaexio/vaex,"Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a..",,data-containers,https://github.com/vaexio/vaex,https://github.com/vaexio/vaex,MIT,2014-09-27 09:44:42.000,2023-10-20 09:14:07.000,2023-07-21 10:40:58,3636.0,,592,145.0,967.0,500.0,773.0,8053,2023-07-21 10:41:31.000,4.17.0,69.0,72.0,30,True,642.0,611.0,vaex,conda-forge/vaex,280.0,40420.0,https://pypi.org/project/vaex,2023-07-21 10:41:31.000,31.0,38336.0,https://anaconda.org/conda-forge/vaex,2023-06-16 13:20:19.053,177033.0,3.0,,,,,,,,,,,,,,,,,,, +215,hydra,facebookresearch/hydra,Hydra is a framework for elegantly configuring complex applications.,,configuration,https://github.com/facebookresearch/hydra,https://github.com/facebookresearch/hydra,MIT,2019-06-12 19:33:15.000,2023-10-28 11:04:45.000,2023-09-17 00:21:09,1869.0,1.0,565,126.0,1288.0,214.0,1083.0,7665,2023-02-23 18:30:37.000,1.3.2,22.0,113.0,30,True,17131.0,17131.0,hydra,conda-forge/hydra-core,,31289.0,https://pypi.org/project/hydra,,,12223.0,https://anaconda.org/conda-forge/hydra-core,2023-06-16 19:18:09.635,857980.0,3.0,,,,,,,,,,,,,,,,,,, +216,keyboard,boppreh/keyboard,Hook and simulate global keyboard events on Windows and Linux.,,others,https://github.com/boppreh/keyboard,https://github.com/boppreh/keyboard,MIT,2013-05-07 22:55:07.000,2023-06-16 19:26:23.252,2023-01-31 21:17:34,775.0,,404,80.0,69.0,365.0,194.0,3550,2020-03-23 21:49:28.677,0.13.5,35.0,41.0,30,True,14025.0,13512.0,keyboard,conda-forge/keyboard,,202738.0,https://pypi.org/project/keyboard,2018-03-27 16:54:21.000,513.0,201915.0,https://anaconda.org/conda-forge/keyboard,2023-06-16 19:26:23.252,23882.0,3.0,,,,,,,,,,,,,,,,,,, +217,ploomber,ploomber/ploomber,"The fastest way to build data pipelines. Develop iteratively, deploy anywhere.",,data-pipelines,https://github.com/ploomber/ploomber,https://github.com/ploomber/ploomber,Apache-2.0,2020-01-20 20:13:06.000,2023-11-15 22:17:46.000,2023-11-15 22:17:45,3039.0,11.0,218,29.0,286.0,99.0,755.0,3251,2023-08-30 21:12:57.000,0.23.0,114.0,77.0,30,True,119.0,113.0,ploomber,conda-forge/ploomber,,8816.0,https://pypi.org/project/ploomber,2023-08-30 21:12:57.000,6.0,6082.0,https://anaconda.org/conda-forge/ploomber,2023-08-30 22:44:45.813,79307.0,3.0,,,,,,,,,,,,,,,,,,, +218,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,,290,63.0,305.0,107.0,238.0,2571,2021-08-17 21:16:54.000,2.1.1,24.0,119.0,30,False,1956.0,1569.0,schematics,conda-forge/schematics,,254213.0,https://pypi.org/project/schematics,2021-08-17 21:16:54.000,387.0,253713.0,https://anaconda.org/conda-forge/schematics,2023-06-16 16:16:00.762,26019.0,3.0,,,,,,,,,,,,,,,,,,, +219,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 16:46:40,1033.0,4.0,315,70.0,401.0,109.0,367.0,1480,2023-11-14 16:59:33.000,0.23.1,15.0,85.0,30,True,243.0,218.0,mleap,conda-forge/mleap,,273530.0,https://pypi.org/project/mleap,2023-11-14 16:56:53.000,25.0,271690.0,https://anaconda.org/conda-forge/mleap,2023-11-15 02:56:51.594,77317.0,3.0,,,,,,,,,,,,,,,,,,, +220,python-slugify,un33k/python-slugify,Returns unicode slugs.,,text,https://github.com/un33k/python-slugify,https://github.com/un33k/python-slugify,MIT,2012-10-15 01:44:50.000,2023-10-25 16:27:18.000,2023-10-25 16:27:18,268.0,4.0,101,34.0,72.0,3.0,67.0,1394,2023-02-24 16:23:02.934,8.0.1,45.0,36.0,30,True,2907.0,,python-slugify,conda-forge/python-slugify,,13130458.0,https://pypi.org/project/python-slugify,2023-02-24 16:23:02.934,2907.0,13083802.0,https://anaconda.org/conda-forge/python-slugify,2023-09-09 17:58:27.893,1866264.0,3.0,,,,,,,,,,,,,,,,,,, +221,prisma,RobertCraigie/prisma-client-py,Prisma Client Python is an auto-generated and fully type-safe database client designed for ease of use.,,db-clients,https://github.com/RobertCraigie/prisma-client-py,https://github.com/RobertCraigie/prisma-client-py,Apache-2.0,2020-12-16 04:29:28.000,2023-11-03 09:44:34.000,2023-10-23 08:25:45,783.0,17.0,62,16.0,436.0,185.0,171.0,1376,2023-10-22 23:01:49.000,0.11.0,32.0,25.0,30,True,2544.0,2529.0,prisma,,,72031.0,https://pypi.org/project/prisma,2023-10-22 22:59:53.000,15.0,72031.0,,,,3.0,,,,,,,,,,,,,,,,,,, +222,bidict,jab/bidict,The bidirectional mapping library for Python.,,data-structures,https://github.com/jab/bidict,https://github.com/jab/bidict,MPL-2.0,2014-09-23 14:00:27.000,2023-11-14 19:40:02.000,2023-11-14 19:39:46,645.0,20.0,61,16.0,232.0,3.0,54.0,1355,2023-01-02 18:35:41.085,0.22.1,41.0,15.0,30,True,19927.0,19417.0,bidict,conda-forge/bidict,,1543703.0,https://pypi.org/project/bidict,2023-01-02 18:35:41.085,510.0,1539422.0,https://anaconda.org/conda-forge/bidict,2023-06-16 13:23:40.544,368243.0,2.0,,,,,,,,,,,,,,,,,,, +223,aiocache,aio-libs/aiocache,"Asyncio cache manager for redis, memcached and memory.",,caching,https://github.com/aio-libs/aiocache,https://github.com/aio-libs/aiocache,BSD-3-Clause,2016-09-30 09:25:51.000,2023-11-10 18:56:53.000,2023-11-08 18:43:21,604.0,15.0,135,22.0,499.0,39.0,251.0,943,2023-08-06 20:31:23.000,0.12.2,43.0,43.0,30,True,2087.0,1960.0,aiocache,,10.0,410908.0,https://pypi.org/project/aiocache,2023-08-06 20:31:21.000,127.0,410908.0,,,,2.0,,,,,,,,,,,,,,,,,,, +224,fastcore,fastai/fastcore,Python supercharged for the fastai library.,,others,https://github.com/fastai/fastcore,https://github.com/fastai/fastcore,Apache-2.0,2019-12-02 20:16:53.000,2023-06-25 23:25:46.000,2023-06-25 23:23:50,1269.0,,256,18.0,212.0,31.0,302.0,865,2023-03-28 20:22:05.218,1.5.29,141.0,56.0,30,True,5081.0,4780.0,fastcore,conda-forge/fastcore,,651687.0,https://pypi.org/project/fastcore,2023-03-28 20:22:05.218,301.0,648934.0,https://anaconda.org/conda-forge/fastcore,2023-06-16 19:28:19.001,63326.0,3.0,,,,,,,,,,,,,,,,,,, +225,natsort,SethMMorton/natsort,Simple yet flexible natural sorting in Python.,,utilities,https://github.com/SethMMorton/natsort,https://github.com/SethMMorton/natsort,MIT,2012-05-03 02:58:47.000,2023-06-20 12:15:21.880,2023-06-20 04:17:34,1006.0,,46,17.0,75.0,1.0,87.0,808,2023-06-20 04:19:05.975,8.4.0,59.0,21.0,30,True,25467.0,24194.0,natsort,conda-forge/natsort,,4289947.0,https://pypi.org/project/natsort,2023-06-20 04:19:05.975,1273.0,4248861.0,https://anaconda.org/conda-forge/natsort,2023-06-20 12:15:21.880,1479125.0,3.0,,,,,,,,,,,,,,,,,,, +226,cached-property,pydanny/cached-property,A decorator for caching properties in classes.,,caching,https://github.com/pydanny/cached-property,https://github.com/pydanny/cached-property,BSD-3-Clause,2014-05-17 22:42:24.000,2023-10-25 14:39:11.000,2020-10-21 17:48:31,219.0,,77,15.0,264.0,46.0,25.0,676,2020-09-21 21:24:10.000,1.5.2,17.0,23.0,30,False,44563.0,42473.0,cached-property,conda-forge/cached-property,,12655311.0,https://pypi.org/project/cached-property,2020-09-21 18:39:25.000,2090.0,12559395.0,https://anaconda.org/conda-forge/cached-property,2023-06-16 13:24:56.403,7673306.0,2.0,,,,,,,,,,,,,,,,,,, +227,pysolr,django-haystack/pysolr,Pysolr Python Solr client.,,db-clients,https://github.com/django-haystack/pysolr,https://github.com/django-haystack/pysolr,BSD-3-Clause,2009-07-01 17:54:08.000,2023-11-14 08:23:01.000,2023-11-14 08:22:18,554.0,34.0,358,36.0,287.0,27.0,125.0,653,2020-04-17 20:27:24.000,3.9.0,37.0,71.0,30,True,4472.0,3192.0,pysolr,conda-forge/pysolr,,303149.0,https://pypi.org/project/pysolr,2023-10-13 15:38:59.000,1280.0,302879.0,https://anaconda.org/conda-forge/pysolr,2023-06-16 13:19:59.904,21878.0,3.0,,,,,,,,,,,,,,,,,,, +228,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 09:32:19,456.0,2.0,66,23.0,49.0,6.0,90.0,518,2019-03-09 18:00:51.000,1.10.0,16.0,23.0,30,True,17216.0,15030.0,scandir,conda-forge/scandir,,3917714.0,https://pypi.org/project/scandir,2019-03-09 17:58:19.000,2186.0,3880995.0,https://anaconda.org/conda-forge/scandir,2023-09-23 13:17:22.493,1358639.0,3.0,,,,,,,,,,,,,,,,,,, +229,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,,51,9.0,46.0,19.0,21.0,132,2021-12-13 20:28:29.000,0.6.1,16.0,24.0,30,False,55222.0,52961.0,isodate,conda-forge/isodate,,78488844.0,https://pypi.org/project/isodate,2021-12-13 20:28:29.000,2261.0,78438473.0,https://anaconda.org/conda-forge/isodate,2023-06-16 13:15:39.073,4634159.0,3.0,,,,,,,,,,,,,,,,,,, +230,algorithms,keon/algorithms,Minimal examples of data structures and algorithms in Python.,,algorithms,https://github.com/keon/algorithms,https://github.com/keon/algorithms,MIT,2016-11-17 22:32:08.000,2023-11-13 17:52:29.000,2023-04-04 13:18:36,954.0,,4527,636.0,749.0,198.0,100.0,23092,2020-10-04 14:44:02.000,0.1.4,5.0,198.0,29,True,111.0,95.0,algorithms,conda-forge/algorithms,,5252.0,https://pypi.org/project/algorithms,2020-10-04 14:44:02.000,16.0,5192.0,https://anaconda.org/conda-forge/algorithms,2023-06-16 19:25:42.098,1880.0,3.0,,,,,,,,,,,,,,,,,,, +231,Records,kennethreitz/records,SQL for Humans.,,db-clients,https://github.com/kennethreitz/records,https://github.com/kennethreitz/records,ISC,2014-12-24 15:20:23.000,2023-06-16 13:22:55.397,2023-03-13 16:40:40,326.0,,578,188.0,90.0,64.0,82.0,7020,2019-02-21 13:37:00.071,0.5.3,11.0,37.0,29,True,1284.0,1103.0,records,conda-forge/records,,295227.0,https://pypi.org/project/records,2017-09-02 18:08:46.000,181.0,294914.0,https://anaconda.org/conda-forge/records,2023-06-16 13:22:55.397,24748.0,3.0,,,,,,,,,,,,,,,,,,, +232,faust,robinhood/faust,Python Stream Processing.,,data-pipelines,https://github.com/robinhood/faust,https://github.com/robinhood/faust,BSD-3-Clause,2017-03-08 18:36:11.000,2023-02-23 18:42:48.000,2023-02-23 18:42:48,4138.0,,552,143.0,293.0,282.0,242.0,6629,2020-02-25 22:58:45.202,1.10.4,46.0,95.0,29,True,1711.0,1681.0,faust,,,26592.0,https://pypi.org/project/faust,2020-02-25 22:58:45.202,30.0,26592.0,,,,3.0,,,,,,,,,,,,,,,,,,, +233,snorkel,snorkel-team/snorkel,A system for quickly generating training data with weak supervision.,,data-loading,https://github.com/snorkel-team/snorkel,https://github.com/snorkel-team/snorkel,Apache-2.0,2016-02-26 05:52:45.000,2023-10-18 23:24:05.000,2023-10-18 23:24:04,2686.0,1.0,847,170.0,741.0,21.0,961.0,5594,2022-07-29 04:10:00.400,0.9.9,21.0,79.0,29,True,403.0,390.0,snorkel,conda-forge/snorkel,1050.0,28630.0,https://pypi.org/project/snorkel,2022-07-29 04:10:00.400,13.0,27726.0,https://anaconda.org/conda-forge/snorkel,2023-06-16 16:15:57.668,46415.0,3.0,,,,,,,,,,,,,,,,,,, +234,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 12:50:22.000,2023-06-16 13:18:10.043,2020-01-18 07:00:32,540.0,,1078,222.0,90.0,231.0,43.0,5109,,,26.0,28.0,29,False,8286.0,7466.0,pdfminer,conda-forge/pdfminer,,219835.0,https://pypi.org/project/pdfminer,2019-11-25 12:02:21.000,820.0,219430.0,https://anaconda.org/conda-forge/pdfminer,2023-06-16 13:18:10.043,35250.0,3.0,,,,,,,,,,,,,,,,,,, +235,funcy,Suor/funcy,A fancy and practical functional tools.,,utilities,https://github.com/Suor/funcy,https://github.com/Suor/funcy,BSD-3-Clause,2012-10-13 00:44:57.000,2023-11-15 15:30:04.000,2023-11-13 04:39:50,985.0,2.0,141,72.0,58.0,9.0,71.0,3165,2018-06-30 04:16:20.000,1.10.3,51.0,32.0,29,True,9787.0,9155.0,funcy,conda-forge/funcy,,1775949.0,https://pypi.org/project/funcy,2023-03-28 06:24:02.835,632.0,1771098.0,https://anaconda.org/conda-forge/funcy,2023-06-16 13:23:43.902,397820.0,3.0,,,,,,,,,,,,,,,,,,, +236,pyinfra,Fizzadar/pyinfra,pyinfra automates infrastructure using Python. Its fast and scales from one server to thousands. Great for ad-hoc..,,infrastructure,https://github.com/pyinfra-dev/pyinfra,https://github.com/pyinfra-dev/pyinfra,MIT,2014-10-19 19:37:45.000,2023-11-11 12:44:49.000,2023-10-21 18:10:36,3849.0,13.0,316,37.0,330.0,146.0,538.0,2434,2023-10-09 19:54:22.000,2.8,210.0,98.0,29,True,101.0,90.0,pyinfra,,,36930.0,https://pypi.org/project/pyinfra,2023-10-14 20:40:02.000,11.0,36930.0,,,,3.0,,,,,,,,,,,,,pyinfra-dev/pyinfra,,,,,, +237,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,,132,56.0,73.0,15.0,64.0,2396,2020-11-21 16:21:29.000,2.4.0,31.0,31.0,29,False,7743.0,7345.0,addict,conda-forge/addict,20.0,2554184.0,https://pypi.org/project/addict,2020-11-21 16:21:29.000,398.0,2549370.0,https://anaconda.org/conda-forge/addict,2023-06-16 13:23:44.905,423650.0,3.0,,,,,,,,,,,,,,,,,,, +238,pyscaffold,pyscaffold/pyscaffold,Python project template generator with batteries included.,,others,https://github.com/pyscaffold/pyscaffold,https://github.com/pyscaffold/pyscaffold,MIT,2014-04-02 07:01:57.000,2023-11-13 17:02:54.000,2023-06-20 15:54:36,2284.0,,173,39.0,371.0,33.0,263.0,1896,2023-06-20 16:24:20.000,4.5,181.0,58.0,29,True,60.0,,pyscaffold,conda-forge/pyscaffold,,202559.0,https://pypi.org/project/pyscaffold,2022-06-17 21:55:25.000,60.0,197468.0,https://anaconda.org/conda-forge/pyscaffold,2023-06-26 09:14:52.945,178193.0,3.0,,,,,,,,,,,,,,,,,,, +239,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 02:32:59.000,2023-11-14 00:57:48.000,2023-05-31 15:44:58,2242.0,,152,93.0,1933.0,163.0,1336.0,1761,2021-07-02 00:15:35.000,1.0.0,16.0,37.0,29,True,23.0,,datatable,conda-forge/datatable,2190.0,70524.0,https://pypi.org/project/datatable,2021-07-01 23:36:40.546,23.0,69836.0,https://anaconda.org/conda-forge/datatable,2023-06-16 19:24:06.884,23078.0,3.0,,,,,,,,,,,,,,,,,,, +240,blessings,erikrose/blessings,"A thin, practical wrapper around terminal capabilities in Python.",,cli-helpers,https://github.com/erikrose/blessings,https://github.com/erikrose/blessings,MIT,2011-11-07 10:09:09.000,2023-09-24 14:42:21.794,2020-10-20 23:43:16,177.0,,134,32.0,80.0,34.0,54.0,1411,2018-01-03 17:03:36.000,1.6.1,10.0,16.0,29,False,10778.0,9269.0,blessings,conda-forge/blessings,,955947.0,https://pypi.org/project/blessings,2018-06-21 14:00:07.000,1509.0,949133.0,https://anaconda.org/conda-forge/blessings,2023-09-24 14:42:21.794,279411.0,3.0,,,,,,,,,,,,,,,,,,, +241,python-benedict,fabiocaccamo/python-benedict,"dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist,..",,data-structures,https://github.com/fabiocaccamo/python-benedict,https://github.com/fabiocaccamo/python-benedict,MIT,2019-05-17 11:13:40.000,2023-11-13 17:04:56.000,2023-11-08 21:49:40,813.0,33.0,45,12.0,242.0,9.0,89.0,1270,2023-11-08 21:14:41.000,0.33.0,63.0,7.0,29,True,1559.0,1525.0,python-benedict,conda-forge/python-benedict,,737931.0,https://pypi.org/project/python-benedict,2023-11-08 21:14:41.000,34.0,733902.0,https://anaconda.org/conda-forge/python-benedict,2023-11-09 06:24:03.276,145068.0,3.0,,,,,,,,,,,,,,,,,,, +242,piccolos,piccolo-orm/piccolo,"A fast, user friendly ORM and query builder which supports asyncio.",,db-clients,https://github.com/piccolo-orm/piccolo,https://github.com/piccolo-orm/piccolo,MIT,2018-10-27 20:53:26.000,2023-11-10 20:52:07.000,2023-11-10 20:52:07,1728.0,19.0,77,14.0,420.0,106.0,240.0,1163,2023-11-10 17:34:43.000,1.1.1,247.0,42.0,29,True,307.0,297.0,piccolo,,,22029.0,https://pypi.org/project/piccolo,2023-11-10 17:34:43.000,10.0,22029.0,,,,3.0,,,,,,,,,,,,,,,,,,, +243,redis-py-cluster,grokzen/redis-py-cluster,Python cluster client for the official redis cluster. Redis 3.0+.,,db-clients,https://github.com/Grokzen/redis-py-cluster,https://github.com/Grokzen/redis-py-cluster,MIT,2013-05-21 06:41:34.000,2023-08-24 14:35:55.000,2022-03-12 11:50:41,744.0,,323,52.0,211.0,32.0,266.0,1096,2021-05-30 09:23:19.000,2.1.3,19.0,72.0,29,False,2021.0,1803.0,redis-py-cluster,,3967.0,2002448.0,https://pypi.org/project/redis-py-cluster,2021-05-30 09:21:45.000,218.0,2002411.0,,,,3.0,,,,,,,,,,,,,,,,,,, +244,Intake,intake/intake,"Intake is a lightweight package for finding, investigating, loading and disseminating data.",,data-loading,https://github.com/intake/intake,https://github.com/intake/intake,BSD-2-Clause,2017-08-14 20:44:22.000,2023-11-13 15:57:15.000,2023-10-10 14:12:37,1994.0,22.0,135,43.0,420.0,107.0,251.0,943,2023-05-29 19:24:00.928,0.7.0,28.0,86.0,29,True,1816.0,1697.0,intake,conda-forge/intake,,54378.0,https://pypi.org/project/intake,2023-05-29 19:24:00.928,119.0,45718.0,https://anaconda.org/conda-forge/intake,2023-06-16 16:11:51.896,519600.0,3.0,,,,,,,,,,,,,,,,,,, +245,python-email-validator,JoshData/python-email-validator,A robust email syntax and deliverability validation library for Python.,,data-validation,https://github.com/JoshData/python-email-validator,https://github.com/JoshData/python-email-validator,CC0-1.0,2015-04-20 02:46:34.000,2023-11-14 00:28:23.000,2023-11-14 00:28:23,181.0,14.0,130,27.0,44.0,9.0,74.0,890,2023-10-22 11:33:03.000,2.1.0,28.0,21.0,29,False,424.0,,email-validator,conda-forge/email-validator,,9577283.0,https://pypi.org/project/email-validator,2023-10-23 10:06:45.000,424.0,9573925.0,https://anaconda.org/conda-forge/email-validator,2023-10-23 12:02:50.536,134357.0,3.0,,,,,,,,,,,,,,,,,,, +246,ConfigArgParse,bw2/ConfigArgParse,A drop-in replacement for argparse that allows options to also be set via config files and/or environment variables.,,cli-helpers,https://github.com/bw2/ConfigArgParse,https://github.com/bw2/ConfigArgParse,MIT,2014-06-25 00:27:02.000,2023-09-03 09:22:12.000,2023-07-23 14:40:17,372.0,,114,16.0,93.0,69.0,127.0,670,2023-07-23 16:18:40.000,1.7,28.0,53.0,29,True,15234.0,13752.0,configargparse,conda-forge/configargparse,,4002588.0,https://pypi.org/project/configargparse,2023-07-23 16:20:03.000,1482.0,3979839.0,https://anaconda.org/conda-forge/configargparse,2023-07-23 18:50:20.218,750724.0,3.0,,,,,,,,,,,,,,,,,,, +247,python-rapidjson,python-rapidjson/python-rapidjson,Python wrapper around rapidjson.,,serialization,https://github.com/python-rapidjson/python-rapidjson,https://github.com/python-rapidjson/python-rapidjson,MIT,2015-09-09 04:02:42.000,2023-10-29 09:57:16.120,2023-10-29 08:32:08,714.0,15.0,45,11.0,83.0,14.0,95.0,486,2020-11-16 12:53:09.000,0.9.4,61.0,22.0,29,True,4949.0,4676.0,python-rapidjson,conda-forge/python-rapidjson,,1729450.0,https://pypi.org/project/python-rapidjson,2023-10-29 08:32:19.000,273.0,1692228.0,https://anaconda.org/conda-forge/python-rapidjson,2023-10-29 09:57:16.120,1377233.0,3.0,,,,,,,,,,,,,,,,,,, +248,Arctic,man-group/arctic,Arctic is a high performance datastore for numeric data.,,data-containers,https://github.com/man-group/arctic,https://github.com/man-group/arctic,LGPL-2.1,2015-05-29 13:37:30.000,2023-11-15 13:05:09.000,2023-10-09 16:19:55,1158.0,2.0,587,175.0,463.0,94.0,476.0,3001,2023-10-09 16:58:32.000,1.82.1,95.0,83.0,28,False,265.0,232.0,arctic,conda-forge/arctic,209.0,3937.0,https://pypi.org/project/arctic,2023-10-09 16:58:32.000,33.0,3373.0,https://anaconda.org/conda-forge/arctic,2023-06-16 16:15:32.390,30360.0,3.0,,,,,,,,,,,,,,,,,,, +249,sklearn-pandas,scikit-learn-contrib/sklearn-pandas,Pandas integration with sklearn.,,data-containers,https://github.com/scikit-learn-contrib/sklearn-pandas,https://github.com/scikit-learn-contrib/sklearn-pandas,Zlib,2013-04-22 22:55:20.000,2023-06-16 19:23:51.805,2022-07-17 20:23:59,289.0,,410,97.0,110.0,31.0,127.0,2758,2021-05-08 08:32:08.000,2.1.0,27.0,39.0,28,False,6750.0,6593.0,sklearn-pandas,conda-forge/sklearn-pandas,,218455.0,https://pypi.org/project/sklearn-pandas,2021-05-08 08:14:28.000,157.0,216596.0,https://anaconda.org/conda-forge/sklearn-pandas,2023-06-16 19:23:51.805,66939.0,3.0,,,,,,"['sklearn', 'pandas']",,,,,,,,,,,,, +250,gino,python-gino/gino,GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core.,,db-clients,https://github.com/python-gino/gino,https://github.com/python-gino/gino,BSD-3-Clause,2017-07-21 04:27:01.000,2022-02-12 20:37:35.000,2022-02-12 20:29:45,1128.0,,148,50.0,472.0,58.0,262.0,2613,2020-06-08 23:55:55.000,1.0.1,50.0,46.0,28,False,2339.0,2294.0,gino,,,37713.0,https://pypi.org/project/gino,2022-02-12 20:37:35.000,45.0,37713.0,,,,3.0,,,,,,,,,,,,,,,,,,, +251,Phoenix,wxWidgets/Phoenix,"wxPythons Project Phoenix. A new implementation of wxPython, better, stronger, faster than he was before.",,gui-dev,https://github.com/wxWidgets/Phoenix,https://github.com/wxWidgets/Phoenix,wxWindows,2012-07-17 06:22:25.000,2023-11-15 02:19:03.000,2023-10-30 15:01:07,5633.0,11.0,507,108.0,939.0,590.0,947.0,2074,2023-06-08 01:40:26.000,wxPython-4.2.1,14.0,131.0,28,False,76.0,,wx,conda-forge/wxpython,3550.0,19956.0,https://pypi.org/project/wx,2016-08-17 03:22:15.000,76.0,,https://anaconda.org/conda-forge/wxpython,2023-07-14 19:00:49.821,736475.0,3.0,,,,,,,,,,,,,,,,,,, +252,gin-config,google/gin-config,Gin provides a lightweight configuration framework for Python.,,configuration,https://github.com/google/gin-config,https://github.com/google/gin-config,Apache-2.0,2018-06-27 20:21:12.000,2023-10-04 17:30:43.000,2023-10-04 17:30:37,156.0,1.0,117,23.0,111.0,50.0,42.0,1925,2021-11-03 09:30:11.939,0.5.0,12.0,24.0,28,True,7263.0,7174.0,gin-config,conda-forge/gin-config,,248132.0,https://pypi.org/project/gin-config,2021-11-03 09:30:11.939,89.0,247600.0,https://anaconda.org/conda-forge/gin-config,2023-06-16 19:19:13.290,22361.0,3.0,,,,,,,,,,,,,,,,,,, +253,sqlitedict,RaRe-Technologies/sqlitedict,"Persistent dict, backed by sqlite3 and pickle, multithread-safe.",,data-structures,https://github.com/piskvorky/sqlitedict,https://github.com/piskvorky/sqlitedict,Apache-2.0,2011-07-19 14:09:09.000,2023-09-22 23:15:25.865,2022-12-03 13:41:59,312.0,,128,31.0,74.0,35.0,69.0,1078,2022-12-03 13:40:54.000,2.1.0,20.0,40.0,28,True,4213.0,3987.0,sqlitedict,conda-forge/sqlitedict,,411401.0,https://pypi.org/project/sqlitedict,2022-12-03 13:40:11.241,226.0,408909.0,https://anaconda.org/conda-forge/sqlitedict,2023-09-22 23:15:25.865,94716.0,3.0,,,,,,,,,,,,,piskvorky/sqlitedict,,,,,, +254,path,jaraco/path,Object-oriented file system path manipulation.,,file-path-utils,https://github.com/jaraco/path,https://github.com/jaraco/path,MIT,2012-04-21 02:59:29.000,2023-10-08 20:51:36.000,2023-10-08 20:51:35,1216.0,9.0,141,39.0,83.0,4.0,130.0,1067,2023-07-07 02:58:16.316,16.7.1,20.0,49.0,28,True,146.0,,path,conda-forge/path,,1708742.0,https://pypi.org/project/path,2023-07-07 02:58:16.316,146.0,1697463.0,https://anaconda.org/conda-forge/path,2023-09-23 11:41:08.325,473727.0,3.0,,,,,,,,,,,,,,,,,,, +255,pyahocorasick,WojciechMula/pyahocorasick,Python module (C extension and plain python) implementing Aho-Corasick algorithm.,,text,https://github.com/WojciechMula/pyahocorasick,https://github.com/WojciechMula/pyahocorasick,BSD-3-Clause,2013-05-30 19:55:46.000,2023-09-26 08:23:48.539,2023-01-14 15:17:31,518.0,,119,21.0,62.0,25.0,104.0,847,2023-01-14 17:39:00.612,2.0.0,29.0,29.0,28,True,2413.0,2291.0,pyahocorasick,conda-forge/pyahocorasick,,562214.0,https://pypi.org/project/pyahocorasick,2023-01-14 17:39:00.612,122.0,556679.0,https://anaconda.org/conda-forge/pyahocorasick,2023-09-26 08:23:48.539,204818.0,3.0,,,,,,,,,,,,,,,,,,, +256,munch,Infinidat/munch,A Munch is a Python dictionary that provides attribute-style access (a la JavaScript objects).,,data-structures,https://github.com/Infinidat/munch,https://github.com/Infinidat/munch,MIT,2012-03-08 21:20:50.000,2023-07-02 17:22:14.661,2023-07-01 09:55:10,181.0,,82,25.0,51.0,7.0,39.0,718,2023-07-01 09:51:02.251,4.0.0,16.0,27.0,28,True,855.0,,munch,conda-forge/munch,,2462151.0,https://pypi.org/project/munch,2023-07-01 09:51:02.251,855.0,1823756.0,https://anaconda.org/conda-forge/munch,2023-07-02 17:22:14.661,3830373.0,3.0,,,,,,,,,,,,,,,,,,, +257,parsedatetime,bear/parsedatetime,Parse human-readable date/time strings.,,date-time-utils,https://github.com/bear/parsedatetime,https://github.com/bear/parsedatetime,Apache-2.0,2012-09-12 06:44:45.000,2023-06-16 13:20:07.222,2021-11-20 18:05:09,427.0,,105,27.0,126.0,66.0,96.0,683,2020-05-31 23:52:03.000,2.6,17.0,55.0,28,False,10463.0,9225.0,parsedatetime,conda-forge/parsedatetime,,7607993.0,https://pypi.org/project/parsedatetime,2020-05-31 23:50:56.000,1238.0,7605914.0,https://anaconda.org/conda-forge/parsedatetime,2023-06-16 13:20:07.222,178841.0,3.0,,,,,,,,,,,,,,,,,,, +258,pylibmc,lericson/pylibmc,A Python wrapper around the libmemcached interface from TangentOrg.,,caching,https://github.com/lericson/pylibmc,https://github.com/lericson/pylibmc,BSD-3-Clause,2009-07-31 19:51:02.000,2023-10-11 13:20:31.000,2023-10-11 13:20:31,625.0,4.0,134,13.0,94.0,22.0,172.0,474,2022-08-30 07:35:04.550,1.6.3,44.0,54.0,28,True,7205.0,4821.0,pylibmc,conda-forge/pylibmc,393.0,196055.0,https://pypi.org/project/pylibmc,2022-08-30 07:35:04.550,2384.0,190219.0,https://anaconda.org/conda-forge/pylibmc,2023-09-26 12:45:17.548,214991.0,3.0,,,,,,,,,,,,,,,,,,, +259,StaticFrame,InvestmentSystems/static-frame,Immutable and statically-typeable DataFrames with runtime type and data validation.,,data-containers,https://github.com/static-frame/static-frame,https://github.com/static-frame/static-frame,MIT,2018-01-03 15:07:52.000,2023-11-15 00:47:16.000,2023-11-14 01:01:09,6885.0,558.0,31,10.0,262.0,38.0,554.0,356,2023-11-12 01:58:19.000,2.0.1,192.0,22.0,28,True,21.0,19.0,static-frame,conda-forge/static-frame,,9720.0,https://pypi.org/project/static-frame,2023-11-12 01:53:18.000,2.0,2358.0,https://anaconda.org/conda-forge/static-frame,2023-11-12 21:58:17.281,309214.0,3.0,,,,,,,,,,,,,static-frame/static-frame,,,,,, +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 02:30:17.000,2023-10-11 07:41:13.000,2023-01-18 22:27:43,225.0,,71,18.0,88.0,71.0,96.0,303,2023-01-19 17:59:27.000,5.0.8,18.0,9.0,28,True,34926.0,31524.0,configobj,conda-forge/configobj,296.0,2839484.0,https://pypi.org/project/configobj,2023-01-18 22:36:00.791,3402.0,2827814.0,https://anaconda.org/conda-forge/configobj,2023-06-16 16:09:17.495,746783.0,3.0,,,,,,,,,,,,,,,,,,, +261,ordered-set,rspeer/ordered-set,A mutable set that remembers the order of its entries. One of Pythons missing data types.,,data-structures,https://github.com/rspeer/ordered-set,https://github.com/rspeer/ordered-set,MIT,2012-08-17 21:55:21.000,2023-07-12 11:50:40.000,2022-09-06 13:48:27,162.0,,45,29.0,53.0,9.0,35.0,197,2022-01-26 14:38:48.000,4.1.0,18.0,19.0,28,False,11444.0,11046.0,ordered-set,conda-forge/ordered-set,,11857904.0,https://pypi.org/project/ordered-set,2022-01-26 14:38:48.000,398.0,11853120.0,https://anaconda.org/conda-forge/ordered-set,2023-06-16 13:16:17.227,435348.0,3.0,,,,,,,,,,,,,,,,,,, +262,pathlib2,jazzband/pathlib2,Backport of pathlib aiming to support the full stdlib Python API.,,compatibility,https://github.com/jazzband/pathlib2,https://github.com/jazzband/pathlib2,MIT,2014-10-18 08:28:33.000,2023-09-29 07:38:26.000,2023-07-06 18:56:38,494.0,,29,6.0,47.0,6.0,36.0,75,2022-02-08 12:42:21.000,2.3.7,15.0,16.0,28,False,62517.0,58191.0,pathlib2,conda-forge/pathlib2,,6790710.0,https://pypi.org/project/pathlib2,2022-02-10 18:01:07.000,4326.0,6718085.0,https://anaconda.org/conda-forge/pathlib2,2023-09-23 10:48:23.469,2614531.0,3.0,,,,,,,,,,,,,,,,,,, +263,powerline-shell,b-ryan/powerline-shell,A beautiful and useful prompt for your shell.,,others,https://github.com/b-ryan/powerline-shell,https://github.com/b-ryan/powerline-shell,MIT,2012-09-09 16:12:53.000,2023-10-26 05:07:20.000,2022-09-22 18:12:11,588.0,,744,149.0,298.0,119.0,175.0,6131,2018-09-16 00:34:48.000,0.7.0,26.0,89.0,27,False,114.0,110.0,powerline-shell,,,1757.0,https://pypi.org/project/powerline-shell,2018-09-16 00:34:48.000,4.0,1757.0,,,,3.0,,,,,,,,,,,,,,,,,,, +264,textract,deanmalmgren/textract,extract text from any document. no muss. no fuss.,,data-loading,https://github.com/deanmalmgren/textract,https://github.com/deanmalmgren/textract,MIT,2014-07-03 20:36:59.000,2023-11-09 18:34:30.000,2022-03-10 10:33:50,585.0,,525,84.0,256.0,105.0,129.0,3651,2022-03-10 10:49:30.000,1.6.5,18.0,40.0,27,False,129.0,,textract,conda-forge/textract,,135442.0,https://pypi.org/project/textract,2022-03-10 10:49:30.000,129.0,135183.0,https://anaconda.org/conda-forge/textract,2023-06-16 13:16:57.664,22334.0,3.0,,,,,,,,,,,,,,,,,,, +265,img2dataset,rom1504/img2dataset,"Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one..",,data-loading,https://github.com/rom1504/img2dataset,https://github.com/rom1504/img2dataset,MIT,2021-08-11 20:20:15.000,2023-10-12 13:30:57.000,2023-10-12 13:30:56,291.0,5.0,263,29.0,138.0,102.0,119.0,2777,2023-08-20 21:30:11.000,1.42.0,84.0,29.0,27,True,86.0,84.0,img2dataset,,1438.0,53800.0,https://pypi.org/project/img2dataset,2023-08-20 21:30:11.000,2.0,53747.0,,,,3.0,,,,,,,,,,,,,,,,,,, +266,swifter,jmcarpenter2/swifter,A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner.,,data-containers,https://github.com/jmcarpenter2/swifter,https://github.com/jmcarpenter2/swifter,MIT,2018-04-07 21:37:19.000,2023-07-31 21:42:18.659,2023-07-31 18:44:09,493.0,,101,32.0,82.0,16.0,127.0,2373,2023-07-31 18:46:53.000,1.4.0,86.0,17.0,27,True,1181.0,1140.0,swifter,conda-forge/swifter,,383551.0,https://pypi.org/project/swifter,2023-07-31 18:46:53.000,41.0,376792.0,https://anaconda.org/conda-forge/swifter,2023-07-31 21:42:18.659,277130.0,3.0,,,,,,['pandas'],,,,,,,,,,,,, +267,retrying,rholder/retrying,"Retrying is an Apache 2.0 licensed general-purpose retrying library, written in Python, to simplify the task of adding..",,utilities,https://github.com/rholder/retrying,https://github.com/rholder/retrying,Apache-2.0,2013-01-22 06:13:26.000,2023-06-16 13:16:57.052,2016-06-07 04:02:12,95.0,,157,30.0,48.0,51.0,13.0,1895,2022-11-25 09:59:05.174,1.3.4,12.0,15.0,27,False,2263.0,,retrying,conda-forge/retrying,,9741223.0,https://pypi.org/project/retrying,2022-11-25 09:59:05.174,2263.0,9723022.0,https://anaconda.org/conda-forge/retrying,2023-06-16 13:16:57.052,1565324.0,3.0,,,,,,,,,,,,,,,,,,, +268,mongo-connector,yougov/mongo-connector,MongoDB data stream pipeline tools by YouGov (adopted from MongoDB).,,db-clients,https://github.com/yougov/mongo-connector,https://github.com/yougov/mongo-connector,Apache-2.0,2012-08-09 23:39:36.000,2021-12-23 16:42:55.000,2018-12-05 18:23:06,1112.0,,484,98.0,184.0,259.0,506.0,1875,2018-12-05 19:18:21.000,3.1.1,51.0,62.0,27,False,211.0,175.0,mongo-connector,,,6367.0,https://pypi.org/project/mongo-connector,2018-12-05 19:18:21.000,36.0,6367.0,,,,3.0,,,,,,,,,,,,,,,,,,, +269,strictyaml,crdoconnor/strictyaml,Type-safe YAML parser and validator.,,data-validation,https://github.com/crdoconnor/strictyaml,https://github.com/crdoconnor/strictyaml,MIT,2016-06-17 10:56:18.000,2023-06-17 19:09:25.000,2023-05-25 11:08:41,797.0,,58,27.0,40.0,86.0,73.0,1353,2023-03-10 12:50:44.009,1.7.3,84.0,20.0,27,True,2251.0,1987.0,strictyaml,conda-forge/strictyaml,,1028011.0,https://pypi.org/project/strictyaml,2023-03-10 12:50:44.009,264.0,1024839.0,https://anaconda.org/conda-forge/strictyaml,2023-06-16 16:11:36.373,212534.0,3.0,,,,,,,,,,,,,,,,,,, +270,pandasql,yhat/pandasql,sqldf for pandas.,,data-containers,https://github.com/yhat/pandasql,https://github.com/yhat/pandasql,MIT,2013-02-18 01:53:56.000,2023-06-16 19:26:22.929,2017-02-01 15:40:30,127.0,,175,49.0,33.0,59.0,25.0,1274,2016-04-20 21:52:36.000,0.7.3,31.0,15.0,27,False,2555.0,2468.0,pandasql,conda-forge/pandasql,,1714618.0,https://pypi.org/project/pandasql,2016-04-20 21:52:36.000,87.0,1699812.0,https://anaconda.org/conda-forge/pandasql,2023-06-16 19:26:22.929,429388.0,3.0,,,,,,['pandas'],,,,,,,,,,,,, +271,immutables,MagicStack/immutables,A high-performance immutable mapping type for Python.,,data-structures,https://github.com/MagicStack/immutables,https://github.com/MagicStack/immutables,Apache-2.0,2018-03-30 21:24:52.000,2023-10-12 15:00:22.000,2023-08-15 16:33:33,126.0,,54,22.0,70.0,9.0,37.0,1077,2023-08-14 23:38:46.000,0.20,20.0,16.0,27,True,6346.0,6226.0,immutables,conda-forge/immutables,,728020.0,https://pypi.org/project/immutables,2023-08-14 23:38:52.000,120.0,705319.0,https://anaconda.org/conda-forge/immutables,2023-09-25 13:12:03.475,953472.0,3.0,,,,,,,,,,,,,,,,,,, +272,dataclasses,ericvsmith/dataclasses,A backport of the dataclasses module for Python 3.6.,,compatibility,https://github.com/ericvsmith/dataclasses,https://github.com/ericvsmith/dataclasses,Apache-2.0,2017-05-19 20:46:27.000,2023-06-16 16:08:32.190,2022-03-22 00:57:51,290.0,,53,12.0,49.0,8.0,116.0,574,,,8.0,12.0,27,False,60238.0,57955.0,dataclasses,conda-forge/dataclasses,,12950731.0,https://pypi.org/project/dataclasses,2020-11-13 14:40:29.000,2283.0,12776944.0,https://anaconda.org/conda-forge/dataclasses,2023-06-16 16:08:32.190,11469963.0,3.0,,,,,,,,,,,,,,,,,,, +273,beaker,bbangert/beaker,WSGI middleware for sessions and caching.,,caching,https://github.com/bbangert/beaker,https://github.com/bbangert/beaker,BSD-3-Clause,2011-10-16 17:48:39.000,2023-07-09 10:54:55.000,2023-05-03 19:47:11,818.0,,135,25.0,106.0,67.0,59.0,513,2023-02-04 16:45:45.929,1.12.1,61.0,89.0,27,True,6299.0,4947.0,beaker,conda-forge/beaker,,289190.0,https://pypi.org/project/beaker,2023-02-04 16:45:45.929,1352.0,288285.0,https://anaconda.org/conda-forge/beaker,2023-06-16 13:22:23.807,72450.0,3.0,,,,,,,,,,,,,,,,,,, +274,pyscreenshot,ponty/pyscreenshot,"Python screenshot library, replacement for the Pillow ImageGrab module on Linux.",,others,https://github.com/ponty/pyscreenshot,https://github.com/ponty/pyscreenshot,BSD-2-Clause,2011-02-01 13:02:51.000,2023-11-04 13:29:53.000,2023-03-12 06:38:57,620.0,,91,15.0,26.0,,67.0,475,2018-12-21 10:20:02.000,0.5.1,23.0,25.0,27,True,3668.0,3402.0,pyscreenshot,,,456763.0,https://pypi.org/project/pyscreenshot,2021-04-18 19:30:22.000,266.0,456763.0,,,,3.0,,,,,,,,,,,,,,,,,,, +275,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,,44,22.0,162.0,,178.0,234,2021-03-21 07:47:00.000,1.53.5,141.0,27.0,27,False,1263.0,1190.0,tabulator,conda-forge/tabulator-py,,174543.0,https://pypi.org/project/tabulator,2021-03-21 07:47:00.000,73.0,173840.0,https://anaconda.org/conda-forge/tabulator-py,2023-06-16 13:23:28.967,54192.0,3.0,,,,,,,,,,,,,,,,,,, +276,futures,agronholm/pythonfutures,Backport of the concurrent.futures package to Python 2.6 and 2.7.,,compatibility,https://github.com/agronholm/pythonfutures,https://github.com/agronholm/pythonfutures,Python-2.0,2015-03-13 23:36:07.000,2023-06-16 13:22:39.764,2022-10-31 21:33:46,128.0,,51,11.0,28.0,7.0,67.0,231,2022-10-31 21:42:18.266,3.4.0,25.0,19.0,27,False,46812.0,38817.0,futures,conda-forge/futures,,8883789.0,https://pypi.org/project/futures,2022-10-31 21:42:18.266,7995.0,8869273.0,https://anaconda.org/conda-forge/futures,2023-06-16 13:22:39.764,1262968.0,3.0,,,,,,,,,,,,,,,,,,, +277,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 17:11:08,148.0,6.0,62,19.0,45.0,20.0,17.0,193,2020-12-28 15:17:57.000,0.7.0,10.0,19.0,27,True,13066.0,,ptyprocess,conda-forge/ptyprocess,,41128804.0,https://pypi.org/project/ptyprocess,2020-12-28 15:15:28.000,13066.0,40956653.0,https://anaconda.org/conda-forge/ptyprocess,2023-06-16 13:16:25.404,15665762.0,3.0,,,,,,,,,,,,,,,,,,, +278,catalogue,explosion/catalogue,Super lightweight function registries for your library.,,others,https://github.com/explosion/catalogue,https://github.com/explosion/catalogue,MIT,2019-11-01 14:09:09.000,2023-11-03 14:29:37.000,2023-11-03 14:29:37,127.0,2.0,21,9.0,57.0,4.0,7.0,166,2023-09-25 06:35:10.000,2.0.10,27.0,12.0,27,True,32450.0,32370.0,catalogue,conda-forge/catalogue,,5019143.0,https://pypi.org/project/catalogue,2023-09-25 06:29:23.000,80.0,4989272.0,https://anaconda.org/conda-forge/catalogue,2023-09-25 07:27:17.870,1194872.0,3.0,,,,,,,,,,,,,,,,,,, +279,cloudant,cloudant/python-cloudant,A Python library for Cloudant and CouchDB.,,db-clients,https://github.com/cloudant/python-cloudant,https://github.com/cloudant/python-cloudant,Apache-2.0,2015-08-28 16:22:49.000,2023-06-16 13:24:16.388,2022-03-10 16:40:38,835.0,,55,104.0,266.0,,248.0,163,2021-08-26 11:18:59.000,2.15.0,47.0,32.0,27,False,2475.0,2183.0,cloudant,conda-forge/cloudant,,123389.0,https://pypi.org/project/cloudant,2021-08-26 11:14:04.000,292.0,122116.0,https://anaconda.org/conda-forge/cloudant,2023-06-16 13:24:16.388,109535.0,3.0,,,,,,,,,,,,,,,,,,, +280,PandaralΒ·lel,nalepae/pandarallel,A simple and efficient tool to parallelize Pandas operations on all availableCPUs.,,data-containers,https://github.com/nalepae/pandarallel,https://github.com/nalepae/pandarallel,BSD-3-Clause,2019-03-10 11:58:29.000,2023-06-26 21:43:06.000,2023-05-02 20:40:06,191.0,,193,29.0,52.0,78.0,127.0,3292,2023-05-02 20:45:04.130,1.6.5,41.0,25.0,26,True,34.0,,pandarallel,conda-forge/pandarallel,,494020.0,https://pypi.org/project/pandarallel,2023-01-15 20:00:00.748,34.0,492194.0,https://anaconda.org/conda-forge/pandarallel,2023-06-16 19:26:14.698,52966.0,3.0,,,,,,"['pandas', 'jupyter']",,,,,,,,,,,,, +281,flexx,flexxui/flexx,Write desktop and web apps in pure Python.,,gui-dev,https://github.com/flexxui/flexx,https://github.com/flexxui/flexx,BSD-2-Clause,2014-09-03 08:38:00.000,2023-06-16 13:18:01.276,2022-07-22 16:41:15,1938.0,,260,144.0,290.0,89.0,359.0,3169,2022-04-12 19:13:11.000,0.8.4,17.0,37.0,26,False,155.0,133.0,flexx,conda-forge/flexx,,1868.0,https://pypi.org/project/flexx,2022-04-12 19:13:11.000,22.0,698.0,https://anaconda.org/conda-forge/flexx,2023-06-16 13:18:01.276,102987.0,3.0,,,,,,,,,,,,,,,,,,, +282,PyFunctional,EntilZha/PyFunctional,Python library for creating data pipelines with chain functional programming.,,data-pipelines,https://github.com/EntilZha/PyFunctional,https://github.com/EntilZha/PyFunctional,MIT,2015-02-05 17:17:51.000,2023-09-27 04:58:22.000,2023-09-27 04:58:22,537.0,2.0,130,49.0,61.0,14.0,123.0,2255,2021-01-12 19:21:07.000,1.4.3,14.0,31.0,26,True,729.0,707.0,pyfunctional,,,287822.0,https://pypi.org/project/pyfunctional,2021-01-12 19:14:48.000,22.0,287822.0,,,,3.0,,,,,,,,,,,,,,,,,,, +283,arq,samuelcolvin/arq,Fast job queuing and RPC in python with asyncio and redis.,,data-pipelines,https://github.com/samuelcolvin/arq,https://github.com/samuelcolvin/arq,MIT,2016-07-21 18:24:42.000,2023-11-14 18:48:33.000,2023-10-30 18:09:26,376.0,1.0,140,32.0,225.0,64.0,141.0,1724,2022-12-02 13:23:00.600,0.25.0,59.0,55.0,26,True,483.0,464.0,arq,conda-forge/arq,,77465.0,https://pypi.org/project/arq,2022-12-02 13:23:00.600,19.0,77170.0,https://anaconda.org/conda-forge/arq,2023-06-16 19:25:38.090,9175.0,3.0,,,,,,,,,,,,,,,,,,, +284,enaml,nucleic/enaml,Declarative User Interfaces for Python.,,gui-dev,https://github.com/nucleic/enaml,https://github.com/nucleic/enaml,,2013-03-06 21:29:01.000,2023-11-15 08:10:23.000,2023-11-15 08:10:20,2722.0,21.0,132,49.0,299.0,46.0,193.0,1486,2023-05-05 07:59:00.489,0.16.1,27.0,39.0,26,False,304.0,221.0,enaml,conda-forge/enaml,722.0,3548.0,https://pypi.org/project/enaml,2023-05-05 07:59:00.489,83.0,1346.0,https://anaconda.org/conda-forge/enaml,2023-06-01 07:35:24.656,157891.0,3.0,,,,,,,,,,,,,,,,,,, +285,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,,142,61.0,177.0,132.0,122.0,954,2018-04-13 07:44:26.000,1.2.1,23.0,33.0,26,False,2462.0,1954.0,bcolz,conda-forge/bcolz,,9097.0,https://pypi.org/project/bcolz,2018-04-13 07:44:26.000,508.0,4887.0,https://anaconda.org/conda-forge/bcolz,2023-06-16 13:23:29.156,341030.0,3.0,,,,,,,,,,,,,,,,,,, +286,janus,aio-libs/janus,Thread-safe asyncio-aware queue for Python.,,data-structures,https://github.com/aio-libs/janus,https://github.com/aio-libs/janus,Apache-2.0,2015-06-08 15:45:28.000,2023-11-13 04:31:55.000,2023-11-13 04:31:54,699.0,19.0,44,21.0,538.0,8.0,33.0,744,2021-12-17 09:06:26.000,1.0.0,18.0,23.0,26,True,115.0,,janus,conda-forge/janus,,395419.0,https://pypi.org/project/janus,2021-12-17 09:00:32.000,115.0,395125.0,https://anaconda.org/conda-forge/janus,2023-06-16 16:15:48.451,15622.0,3.0,,,,,,,,,,,,,,,,,,, +287,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 20:06:10.000,2023-06-16 13:16:41.411,2022-07-12 08:02:24,285.0,,160,35.0,48.0,31.0,184.0,604,2019-05-14 14:17:26.000,1.2.0,12.0,19.0,26,False,1037.0,804.0,happybase,conda-forge/happybase,,55098.0,https://pypi.org/project/happybase,2019-05-14 14:17:26.000,233.0,53300.0,https://anaconda.org/conda-forge/happybase,2023-06-16 13:16:41.411,160030.0,3.0,,,,,,,,,,,,,,,,,,, +288,Pandas Summary,polyaxon/datatile,"Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.",,data-containers,https://github.com/polyaxon/traceml,https://github.com/polyaxon/traceml,Apache-2.0,2016-03-25 21:59:32.000,2023-11-01 21:22:04.000,2023-11-01 21:21:44,9945.0,28.0,43,14.0,10.0,6.0,8.0,487,2021-11-25 22:52:42.000,0.2.0,10.0,99.0,26,True,57.0,,pandas-summary,,,75266.0,https://pypi.org/project/pandas-summary,2021-11-25 22:52:42.000,57.0,75266.0,,,,3.0,,,,,,['pandas'],,,,,,,polyaxon/traceml,,,,,, +289,Send2Trash,arsenetar/send2trash,Python library to natively send files to Trash (or Recycle bin) on all platforms.,,others,https://github.com/arsenetar/send2trash,https://github.com/arsenetar/send2trash,BSD-3-Clause,2013-07-19 22:13:14.000,2023-06-16 16:07:35.575,2023-05-03 07:41:22,164.0,,37,9.0,28.0,28.0,30.0,248,2023-04-27 05:31:58.000,1.8.2,18.0,15.0,26,True,2792.0,,send2trash,conda-forge/send2trash,,12417724.0,https://pypi.org/project/send2trash,2023-04-27 05:31:41.626,2792.0,12239473.0,https://anaconda.org/conda-forge/send2trash,2023-06-16 16:07:35.575,12477633.0,3.0,,,,,,,,,,,,,,,,,,, +290,dbnd,databand-ai/dbnd,DBND is an agile pipeline framework that helps data engineering teams track and orchestrate their data processes.,,data-pipelines,https://github.com/databand-ai/dbnd,https://github.com/databand-ai/dbnd,Apache-2.0,2020-01-02 10:42:47.000,2023-11-14 18:22:31.000,2023-11-14 17:27:26,3472.0,54.0,33,16.0,81.0,24.0,4.0,245,2022-09-07 10:31:33.181,0.90.10,545.0,70.0,26,True,61.0,36.0,dbnd,,,199204.0,https://pypi.org/project/dbnd,2023-11-14 18:16:37.000,25.0,199204.0,,,,3.0,,,,,,,,,,,,,,,,,,, +291,everett,willkg/everett,configuration library for python projects.,,configuration,https://github.com/willkg/everett,https://github.com/willkg/everett,MPL-2.0,2016-08-01 19:20:54.000,2023-11-06 18:31:38.869,2023-11-06 17:16:28,368.0,14.0,32,7.0,135.0,3.0,80.0,142,2023-11-06 17:12:50.000,3.3.0,20.0,7.0,26,True,1052.0,1007.0,everett,conda-forge/everett,,122818.0,https://pypi.org/project/everett,2023-11-06 17:12:50.000,45.0,121395.0,https://anaconda.org/conda-forge/everett,2023-11-06 18:31:38.869,52677.0,3.0,,,,,,,,,,,,,,,,,,, +292,openpyxl,,A Python library to read/write Excel 2010 xlsx/xlsm files.,,others,,https://openpyxl.readthedocs.io,MIT,2015-11-03 00:22:17.154,2023-11-14 16:50:15.522,,,,0,,,291.0,1802.0,63,2023-07-20 15:14:58.235,2.4.3,105.0,,26,False,8259.0,,openpyxl,openpyxl,,60472704.0,https://pypi.org/project/openpyxl,2023-03-11 17:00:14.601,8229.0,60470582.0,https://anaconda.org/anaconda/openpyxl,2023-11-14 16:50:15.522,202636.0,3.0,,,,,,,openpyxl/openpyxl-ci,,https://hub.docker.com/r/openpyxl/openpyxl-ci,2018-09-13 18:04:17.646261,,1224.0,,8.0,30.0,,https://openpyxl.readthedocs.io/en/stable/,https://foss.heptapod.net/api/graphql::openpyxl/openpyxl,https://foss.heptapod.net/openpyxl/openpyxl +293,camelot,camelot-dev/camelot,A Python library to extract tabular data from PDFs.,,data-loading,https://github.com/camelot-dev/camelot,https://github.com/camelot-dev/camelot,MIT,2019-07-01 13:39:33.000,2023-11-14 22:14:26.000,2023-10-02 06:28:26,631.0,28.0,382,47.0,162.0,189.0,108.0,2389,2011-12-30 16:40:09.000,11.12.30,16.0,45.0,25,True,10.0,,camelot,,,5832.0,https://pypi.org/project/camelot,2013-04-11 21:59:01.000,10.0,5832.0,,,,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 04:46:51.000,2023-10-01 20:08:36.105,2023-08-26 14:44:06,51.0,2.0,104,36.0,101.0,18.0,141.0,2284,2023-08-26 14:45:52.000,7.1.1,63.0,1.0,25,True,354.0,,python-box,conda-forge/python-box,39.0,2028149.0,https://pypi.org/project/python-box,2023-08-26 14:45:52.000,354.0,2015913.0,https://anaconda.org/conda-forge/python-box,2023-10-01 20:08:36.105,489440.0,3.0,,,,,,,,,,,,,,,,,,, +295,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,,140,59.0,248.0,95.0,108.0,1564,2019-05-16 13:19:48.000,0.6.4,38.0,37.0,25,False,200.0,167.0,bonobo,,,8697.0,https://pypi.org/project/bonobo,2019-07-20 13:33:19.000,33.0,8697.0,,,,3.0,,,,,,,,,,,,,,,,,http://docs.bonobo-project.org/en/master/,, +296,streamparse,Parsely/streamparse,"Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.",,data-pipelines,https://github.com/Parsely/streamparse,https://github.com/Parsely/streamparse,Apache-2.0,2014-05-02 20:33:50.000,2023-08-23 13:46:45.000,2022-07-18 20:04:25,1071.0,,221,104.0,174.0,71.0,264.0,1486,2022-01-10 21:46:17.000,4.1.2,50.0,44.0,25,False,87.0,60.0,streamparse,,,6657.0,https://pypi.org/project/streamparse,2022-01-06 21:23:05.000,27.0,6657.0,,,,3.0,,,,,,,,,,,,,,,,,,, +297,asyncer,tiangolo/asyncer,"Asyncer, async and await, focused on developer experience.",,async,https://github.com/tiangolo/asyncer,https://github.com/tiangolo/asyncer,MIT,2022-01-04 21:14:39.000,2023-11-13 19:31:46.000,2023-11-04 01:39:36,148.0,25.0,42,16.0,94.0,6.0,4.0,1188,2022-11-04 22:11:15.991,0.0.2,2.0,10.0,25,True,2844.0,2827.0,asyncer,conda-forge/asyncer,,92056.0,https://pypi.org/project/asyncer,2022-11-04 22:11:15.991,17.0,91783.0,https://anaconda.org/conda-forge/asyncer,2023-06-18 08:40:32.666,6009.0,3.0,,,,,,,,,,,,,,,,,,, +298,Singer,singer-io/getting-started,"Standard for moving data between databases, web APIs, files, queues, and just about anything else you can think of.",,data-loading,https://github.com/singer-io/getting-started,https://github.com/singer-io/getting-started,AGPL-3.0,2016-10-31 16:53:56.000,2023-03-15 13:43:36.000,2021-04-29 14:20:17,188.0,,144,45.0,53.0,20.0,19.0,1183,2022-11-07 10:52:28.900,5.13.0,106.0,26.0,25,False,354.0,,singer-python,,,1138051.0,https://pypi.org/project/singer-python,2022-11-07 10:52:28.900,354.0,1138051.0,,,,3.0,,,,,,,,,,,,,,,,,,, +299,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 14:45:36.000,2022-11-22 10:37:47.000,2022-08-23 07:13:04,536.0,,147,40.0,126.0,28.0,202.0,1151,2022-08-20 11:25:27.669,2.12.0,100.0,19.0,25,False,261.0,227.0,parallel-ssh,,376.0,125695.0,https://pypi.org/project/parallel-ssh,2022-08-20 11:25:27.669,34.0,125692.0,,,,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 16:14:08.000,2023-11-16 12:29:21.000,2023-11-16 12:29:20,749.0,1.0,80,14.0,132.0,35.0,101.0,901,2023-04-20 05:48:03.905,9.0.1,40.0,21.0,25,True,253.0,,mss,conda-forge/python-mss,,609340.0,https://pypi.org/project/mss,2022-10-27 07:12:01.693,253.0,608487.0,https://anaconda.org/conda-forge/python-mss,2023-06-16 19:20:36.872,34997.0,3.0,,,,,,,,,,,,,,,,,,, +301,pysimdjson,TkTech/pysimdjson,Python bindings for the simdjson project.,,serialization,https://github.com/TkTech/pysimdjson,https://github.com/TkTech/pysimdjson,MIT,2019-02-22 03:26:04.000,2023-10-11 22:26:36.000,2023-09-03 01:02:24,284.0,1.0,50,10.0,29.0,14.0,77.0,609,2022-09-19 19:10:00.680,5.0.2,35.0,14.0,25,True,1231.0,1207.0,pysimdjson,conda-forge/pysimdjson,,569180.0,https://pypi.org/project/pysimdjson,2022-09-19 19:10:00.680,24.0,567031.0,https://anaconda.org/conda-forge/pysimdjson,2023-06-16 19:23:05.879,79539.0,3.0,,,,,,,,,,,,,,,,,,, +302,umongo,Scille/umongo,"sync/async MongoDB ODM, yes.",,db-clients,https://github.com/Scille/umongo,https://github.com/Scille/umongo,MIT,2016-03-09 16:34:42.000,2023-06-16 19:27:25.829,2022-09-21 15:09:58,824.0,,64,17.0,183.0,44.0,157.0,439,2021-12-23 08:52:40.000,3.1.0,53.0,15.0,25,False,16962.0,16946.0,umongo,conda-forge/umongo,,29018.0,https://pypi.org/project/umongo,2021-12-23 08:52:40.000,16.0,28796.0,https://anaconda.org/conda-forge/umongo,2023-06-16 19:27:25.829,5788.0,3.0,,,,,,,,,,,,,,,,,,, +303,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,,28,11.0,51.0,21.0,35.0,311,2023-05-24 20:27:04.117,0.9.0,12.0,17.0,25,True,347.0,,typing_inspect,conda-forge/typing_inspect,,24151755.0,https://pypi.org/project/typing_inspect,2023-05-24 20:27:04.117,347.0,24121349.0,https://anaconda.org/conda-forge/typing_inspect,2023-06-03 19:24:43.068,1672365.0,3.0,,,,,,,,,,,,,,,,,,, +304,clint,kennethreitz-archive/clint,Python Command-line Application Tools.,,cli-helpers,https://github.com/kennethreitz-archive/clint,https://github.com/kennethreitz-archive/clint,ISC,2010-10-12 02:40:00.000,2023-09-22 13:46:56.000,2017-09-02 04:38:47,372.0,,19,4.0,113.0,50.0,42.0,91,2015-08-25 16:13:43.000,0.5.1,18.0,64.0,25,False,5877.0,4543.0,clint,conda-forge/clint,114.0,104903.0,https://pypi.org/project/clint,2015-08-25 16:11:19.000,1334.0,104282.0,https://anaconda.org/conda-forge/clint,2023-06-16 13:16:28.082,55946.0,3.0,,,,,,,,,,,,,,,,,,, +305,contextlib2,jazzband/contextlib2,contextlib2 is a backport of the standard librarys contextlib module to earlier Python versions.,,compatibility,https://github.com/jazzband/contextlib2,https://github.com/jazzband/contextlib2,psfrag,2016-02-23 08:51:49.209,2023-06-16 13:15:19.491,2022-03-24 15:54:18,171.0,,14,7.0,27.0,7.0,22.0,36,2021-06-27 06:54:20.000,21.6.0,14.0,16.0,25,False,75182.0,72467.0,contextlib2,conda-forge/contextlib2,,13546630.0,https://pypi.org/project/contextlib2,2021-06-27 06:54:20.000,2715.0,13533989.0,https://anaconda.org/conda-forge/contextlib2,2023-06-16 13:15:19.491,1175621.0,3.0,,,,,,,,,,,,,,,,,,, +306,storm,emre/storm,Manage your SSH like a boss.,,infrastructure,https://github.com/emre/storm,https://github.com/emre/storm,MIT,2013-05-20 18:30:39.000,2022-08-09 14:46:32.000,2018-08-07 19:46:34,339.0,,172,86.0,81.0,22.0,82.0,3947,2018-08-24 22:08:05.000,0.7.0,14.0,30.0,24,False,137.0,62.0,storm,,,3915.0,https://pypi.org/project/storm,2021-04-19 09:53:23.000,75.0,3915.0,,,,3.0,,,,,,,,,,,,,,,,,,, +307,Optimus,hi-primus/optimus,"Agile Data Preparation Workflows madeeasy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark.",,data-pipelines,https://github.com/hi-primus/optimus,https://github.com/hi-primus/optimus,Apache-2.0,2017-07-13 02:31:18.000,2023-11-06 14:09:21.000,2023-05-19 04:32:00,6411.0,,227,39.0,1041.0,8.0,209.0,1411,2020-07-19 03:22:09.765,2.2.32,87.0,26.0,24,True,,,optimuspyspark,,,6859.0,https://pypi.org/project/optimuspyspark,2019-05-30 02:22:54.000,,6859.0,,,,3.0,,,,,,['spark'],,,,,,,,,,,,, +308,TaskTiger,closeio/tasktiger,Python task queue using Redis.,,data-pipelines,https://github.com/closeio/tasktiger,https://github.com/closeio/tasktiger,MIT,2015-05-14 00:26:32.000,2023-11-11 19:01:00.000,2023-11-07 19:36:31,325.0,5.0,76,43.0,239.0,42.0,41.0,1321,2023-08-24 10:35:41.000,0.18.1,33.0,30.0,24,True,38.0,28.0,tasktiger,,,3815.0,https://pypi.org/project/tasktiger,2023-08-24 10:35:41.000,10.0,3815.0,,,,3.0,,,,,,,,,,,,,,,,,,, +309,pluginbase,mitsuhiko/pluginbase,A simple but flexible plugin system for Python.,,others,https://github.com/mitsuhiko/pluginbase,https://github.com/mitsuhiko/pluginbase,BSD-3-Clause,2014-06-30 20:51:42.000,2023-06-16 16:13:34.708,2021-05-16 16:12:48,56.0,,146,43.0,10.0,2.0,12.0,1072,2021-05-16 16:25:40.000,1.0.1,9.0,9.0,24,False,2264.0,2094.0,pluginbase,conda-forge/pluginbase,,691162.0,https://pypi.org/project/pluginbase,2021-05-16 16:25:40.000,170.0,686832.0,https://anaconda.org/conda-forge/pluginbase,2023-06-16 16:13:34.708,303154.0,3.0,,,,,,,,,,,,,,,,,,, +310,ODMantic,art049/odmantic,Sync and Async ODM (Object Document Mapper) for MongoDB based on python type hints.,,db-clients,https://github.com/art049/odmantic,https://github.com/art049/odmantic,ISC,2020-05-01 13:59:45.000,2023-11-15 16:33:20.000,2023-11-03 20:39:38,482.0,4.0,78,20.0,216.0,72.0,81.0,852,2023-01-03 20:08:22.000,0.9.2,19.0,16.0,24,True,3116.0,3110.0,odmantic,,,14021.0,https://pypi.org/project/odmantic,2022-06-01 18:15:22.000,6.0,14021.0,,,,3.0,,,,,,,,,,,,,,,,,,, +311,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 16:10:05.000,2023-11-15 20:33:25.333,2023-11-15 05:38:03,126.0,19.0,34,11.0,64.0,14.0,19.0,728,2023-11-15 04:40:34.000,0.7.1-post0,15.0,16.0,24,True,241.0,214.0,dirty-equals,conda-forge/dirty-equals,,63192.0,https://pypi.org/project/dirty-equals,2023-11-15 05:03:24.000,27.0,61244.0,https://anaconda.org/conda-forge/dirty-equals,2023-11-15 20:33:25.333,38970.0,3.0,,,,,,,,,,,,,,,,,,, +312,ubelt,Erotemic/ubelt,"A Python utility library with a stdlib like feel and extra batteries. Paths, Progress, Dicts, Downloads, Caching,..",,utilities,https://github.com/Erotemic/ubelt,https://github.com/Erotemic/ubelt,Apache-2.0,2017-01-30 21:14:57.000,2023-11-05 00:08:47.000,2023-10-27 23:08:49,1413.0,19.0,46,17.0,137.0,3.0,13.0,694,2023-10-27 23:30:41.000,1.3.4,72.0,4.0,24,True,66.0,,ubelt,conda-forge/ubelt,,19192.0,https://pypi.org/project/ubelt,2023-10-27 23:30:41.000,66.0,16675.0,https://anaconda.org/conda-forge/ubelt,2023-10-28 00:24:21.834,65451.0,3.0,,,,,,,,,,,,,,,,,,, +313,ratelimit,tomasbasham/ratelimit,API Rate Limit Decorator.,,utilities,https://github.com/tomasbasham/ratelimit,https://github.com/tomasbasham/ratelimit,MIT,2015-08-26 10:39:52.000,2023-06-16 19:24:24.060,2019-02-06 21:53:36,36.0,,138,10.0,22.0,29.0,19.0,672,2018-12-17 18:55:49.000,2.2.1,11.0,8.0,24,False,3180.0,2945.0,ratelimit,conda-forge/ratelimit,,4554270.0,https://pypi.org/project/ratelimit,2018-12-17 18:55:49.000,235.0,4553891.0,https://anaconda.org/conda-forge/ratelimit,2023-06-16 19:24:24.060,12892.0,3.0,,,,,,,,,,,,,,,,,,, +314,hickle,telegraphic/hickle,a HDF5-based python pickle replacement.,,serialization,https://github.com/telegraphic/hickle,https://github.com/telegraphic/hickle,MIT,2012-05-28 09:04:16.000,2023-07-20 01:35:48.000,2023-07-20 01:35:48,491.0,,70,22.0,66.0,11.0,99.0,472,2022-08-31 08:00:06.664,5.0.2,39.0,24.0,24,True,713.0,622.0,hickle,conda-forge/hickle,,32072.0,https://pypi.org/project/hickle,2022-08-31 08:00:06.664,91.0,31663.0,https://anaconda.org/conda-forge/hickle,2023-06-16 16:13:03.471,23764.0,3.0,,,,,,,,,,,,,,,,,,, +315,messytables,okfn/messytables,Tools for parsing messy tabular data. This is now superseded by https://github.com/frictionlessdata/tabulator-py.,,data-loading,https://github.com/okfn/messytables,https://github.com/okfn/messytables,MIT,2011-07-27 18:08:21.000,2023-05-22 21:34:25.000,2019-11-13 07:35:33,601.0,,105,45.0,111.0,35.0,55.0,389,2017-02-09 12:37:47.000,0.15.2,26.0,44.0,24,False,415.0,291.0,messytables,,,25132.0,https://pypi.org/project/messytables,2017-02-09 12:37:47.000,124.0,25132.0,,,,3.0,,,,,,,,,,,,,,,,,,, +316,pyhdb,SAP-archive/PyHDB,SAP HANA Connector in pure Python.,,db-clients,https://github.com/SAP-archive/PyHDB,https://github.com/SAP-archive/PyHDB,Apache-2.0,2014-12-12 04:02:40.000,2021-05-04 17:33:58.000,2021-05-04 17:33:54,158.0,,136,53.0,60.0,,90.0,307,2018-02-16 12:44:36.000,0.3.4,8.0,10.0,24,False,205.0,183.0,pyhdb,,98.0,346521.0,https://pypi.org/project/pyhdb,2018-02-16 12:37:13.000,22.0,346520.0,,,,3.0,,,,,,,,,,,,,,,,,,, +317,filedepot,amol-/depot,Toolkit for storing files and attachments in web applications.,,db-clients,https://github.com/amol-/depot,https://github.com/amol-/depot,MIT,2014-06-04 10:27:12.000,2023-08-09 06:01:19.000,2023-06-15 13:15:37,294.0,,40,8.0,39.0,8.0,37.0,150,2023-06-15 13:16:14.267,0.10.0,25.0,20.0,24,True,987.0,940.0,filedepot,,,12733.0,https://pypi.org/project/filedepot,2022-12-11 23:04:00.529,47.0,12733.0,,,,3.0,,,,,,,,,,,,,,,,,,, +318,entrypoints,takluyver/entrypoints,Discover and load entry points from installed packages.,,inspect,https://github.com/takluyver/entrypoints,https://github.com/takluyver/entrypoints,MIT,2015-05-02 18:12:08.000,2023-06-16 13:20:57.203,2022-02-02 21:29:14,74.0,,25,8.0,24.0,4.0,20.0,72,2017-06-08 10:55:15.000,0.2.3,7.0,11.0,24,False,8023.0,,entrypoints,conda-forge/entrypoints,,13713667.0,https://pypi.org/project/entrypoints,2022-02-02 21:30:26.000,8023.0,13519767.0,https://anaconda.org/conda-forge/entrypoints,2023-06-16 13:20:57.203,17644975.0,3.0,,,,,,,,,,,,,,,,,,, +319,grumpy,google/grumpy,Grumpy is a Python to Go source code transcompiler and runtime.,,python-implementations,https://github.com/google/grumpy,https://github.com/google/grumpy,Apache-2.0,2016-12-21 17:49:01.000,2022-01-18 09:01:43.000,2017-11-22 02:08:58,331.0,,657,392.0,276.0,81.0,80.0,10561,2018-07-24 16:42:00.000,0.3.0,9.0,30.0,23,False,22.0,21.0,grumpy-tools,,,28.0,https://pypi.org/project/grumpy-tools,2018-07-24 16:42:00.000,1.0,28.0,,,,2.0,,,,,,,,,,,,,,,,,,, +320,CommonRegex,madisonmay/CommonRegex,A collection of common regular expressions bundled with an easy to use interface.,,utilities,https://github.com/madisonmay/CommonRegex,https://github.com/madisonmay/CommonRegex,MIT,2013-12-17 08:43:14.000,2023-04-20 18:31:08.000,2019-09-25 12:17:08,113.0,,141,40.0,22.0,20.0,11.0,1550,2021-12-15 15:25:21.835,1.5.4,6.0,14.0,23,False,195.0,171.0,commonregex,,,133477.0,https://pypi.org/project/commonregex,2014-08-29 22:18:11.000,24.0,133477.0,,,,3.0,,,,,,,,,,,,,,,,,,, +321,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,,91,42.0,42.0,23.0,47.0,1485,2022-01-06 15:32:49.000,0.4.9,36.0,13.0,23,True,123.0,112.0,pypeln,conda-forge/pypeln,,27819.0,https://pypi.org/project/pypeln,2022-01-06 15:32:39.000,11.0,27455.0,https://anaconda.org/conda-forge/pypeln,2023-06-16 19:20:56.548,14577.0,3.0,,,,,,,,,,,,,,,,,,, +322,pinject,google/pinject,A pythonic dependency injection library.,,utilities,https://github.com/google/pinject,https://github.com/google/pinject,Apache-2.0,2013-06-20 23:46:50.000,2023-06-16 19:27:30.161,2021-03-23 16:42:22,285.0,,95,33.0,24.0,27.0,10.0,1342,2021-12-15 14:38:46.326,0.10.1,14.0,11.0,23,False,183.0,162.0,pinject,conda-forge/pinject,,77754.0,https://pypi.org/project/pinject,2021-03-23 16:43:50.000,21.0,77573.0,https://anaconda.org/conda-forge/pinject,2023-06-16 19:27:30.161,4722.0,3.0,,,,,,,,,,,,,,,,,,, +323,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,,192,45.0,231.0,78.0,64.0,1258,,,,88.0,23,False,302.0,302.0,fabtools,,,2681.0,https://pypi.org/project/fabtools,,,2681.0,,,,3.0,,,,,,,,,,,,,,-2.0,,,,, +324,cachier,shaypal5/cachier,"Persistent, stale-free, local and cross-machine caching for Python functions.",,caching,https://github.com/python-cachier/cachier,https://github.com/python-cachier/cachier,MIT,2016-08-24 13:34:12.000,2023-07-02 09:27:53.000,2023-07-02 09:21:46,254.0,,55,7.0,58.0,15.0,51.0,470,2023-07-02 09:28:28.000,2.2.1,55.0,16.0,23,True,450.0,423.0,cachier,,,27642.0,https://pypi.org/project/cachier,2021-11-25 12:18:36.000,27.0,27642.0,,,,3.0,,,,,,,,,,,,,python-cachier/cachier,,,,,, +325,aiomisc,aiokitchen/aiomisc,aiomisc - miscellaneous utils for asyncio.,,async,https://github.com/aiokitchen/aiomisc,https://github.com/aiokitchen/aiomisc,MIT,2018-04-13 14:33:37.000,2023-11-15 09:24:10.000,2023-11-15 09:23:27,929.0,4.0,23,18.0,173.0,10.0,16.0,344,2023-11-15 09:24:10.000,17.3.25,257.0,18.0,23,True,379.0,341.0,aiomisc,,,16279.0,https://pypi.org/project/aiomisc,2023-11-15 09:24:10.000,38.0,16279.0,,,,3.0,,,,,,,,,,,,,,,,,,, +326,deepdish,uchicago-cs/deepdish,Flexible HDF5 saving/loading and other data science tools from the University of Chicago.,,data-loading,https://github.com/uchicago-cs/deepdish,https://github.com/uchicago-cs/deepdish,BSD-3-Clause,2014-08-27 18:10:26.000,2023-08-18 18:56:11.000,2021-09-23 16:12:06,380.0,,57,19.0,14.0,16.0,24.0,264,2021-09-24 05:09:00.400,0.3.7,17.0,10.0,23,False,897.0,810.0,deepdish,conda-forge/deepdish,,12561.0,https://pypi.org/project/deepdish,2016-04-11 02:20:01.000,87.0,11478.0,https://anaconda.org/conda-forge/deepdish,2023-06-16 13:19:04.224,90996.0,3.0,,,,,,,,,,,,,,,,,,, +327,pyexcel-xlsx,pyexcel/pyexcel-xlsx,"A wrapper library to read, manipulate and write data in xlsx and xlsm format using openpyxl.",,data-loading,https://github.com/pyexcel/pyexcel-xlsx,https://github.com/pyexcel/pyexcel-xlsx,BSD-3-Clause,2014-12-02 00:03:24.000,2023-07-14 10:54:50.000,2020-11-28 22:30:53,264.0,,26,7.0,18.0,12.0,25.0,112,2020-10-10 13:13:32.000,0.6.0,30.0,4.0,23,False,2795.0,2599.0,pyexcel-xlsx,conda-forge/pyexcel-xlsx,67.0,137213.0,https://pypi.org/project/pyexcel-xlsx,2020-10-10 13:13:32.000,196.0,136843.0,https://anaconda.org/conda-forge/pyexcel-xlsx,2023-06-16 13:23:09.620,27059.0,3.0,,,,,,,,,,,,,,,,,,, +328,pampy,santinic/pampy,Pampy: The Pattern Matching for Python you always dreamed of.,,utilities,https://github.com/santinic/pampy,https://github.com/santinic/pampy,MIT,2018-11-08 12:51:17.000,2022-03-29 22:05:25.000,2022-03-29 22:05:25,133.0,,126,66.0,19.0,23.0,15.0,3499,2019-11-07 15:54:35.000,0.3.0,11.0,10.0,22,False,425.0,392.0,pampy,,,33071.0,https://pypi.org/project/pampy,2019-11-07 15:54:35.000,33.0,33071.0,,,,3.0,,,,,,,,,,,,,,,,,,, +329,macropy,lihaoyi/macropy,"Macros in Python: quasiquotes, case classes, LINQ and more!.",,others,https://github.com/lihaoyi/macropy,https://github.com/lihaoyi/macropy,MIT,2013-04-15 14:47:29.000,2023-06-10 14:24:20.000,2020-03-03 22:30:21,885.0,,164,99.0,31.0,18.0,58.0,3238,,,4.0,19.0,22,False,604.0,574.0,macropy3,,,240.0,https://pypi.org/project/macropy3,2018-05-11 23:17:05.000,30.0,240.0,,,,3.0,,,,,,,,,,,,,,,,,,, +330,dpark,douban/dpark,"Python clone of Spark, a MapReduce alike framework in Python.",,data-pipelines,https://github.com/douban/dpark,https://github.com/douban/dpark,BSD-3-Clause,2012-04-11 08:35:06.000,2020-12-25 10:36:06.000,2020-12-25 10:36:05,1467.0,,554,268.0,30.0,1.0,60.0,2695,2018-07-27 04:11:36.000,0.5.0,19.0,35.0,22,False,6.0,5.0,dpark,,,38.0,https://pypi.org/project/dpark,2018-07-27 04:11:36.000,1.0,38.0,,,,3.0,,,,,,['spark'],,,,,,,,,,,,, +331,pyston,pyston/pyston,A faster and highly-compatible implementation of the Python programming language.,,python-implementations,https://github.com/pyston/pyston,https://github.com/pyston/pyston,Apache-2.0,2021-03-01 22:38:24.000,2023-02-28 17:09:53.000,2023-02-28 17:09:53,107476.0,,89,38.0,214.0,46.0,56.0,2456,2022-09-26 19:13:22.000,pyston_2.3.5,7.0,1036.0,22,True,,,,,21814.0,727.0,,,,,,,,3.0,,,,,,,,,,,,,,,,,,, +332,bashplotlib,glamp/bashplotlib,plotting in the terminal.,,cli-helpers,https://github.com/glamp/bashplotlib,https://github.com/glamp/bashplotlib,MIT,2012-12-13 04:01:10.000,2022-04-29 19:18:16.000,2021-03-31 19:40:59,210.0,,84,45.0,34.0,18.0,11.0,1781,2016-02-06 21:56:46.000,0.6.5,27.0,20.0,22,False,203.0,172.0,bashplotlib,,,2689.0,https://pypi.org/project/bashplotlib,2016-02-06 21:56:46.000,31.0,2689.0,,,,3.0,,,,,,,,,,,,,,,,,,, +333,unsync,alex-sherman/unsync,Unsynchronize asyncio.,,async,https://github.com/alex-sherman/unsync,https://github.com/alex-sherman/unsync,MIT,2018-02-06 02:16:16.000,2023-06-16 19:20:12.238,2022-02-06 23:08:33,62.0,,51,21.0,20.0,3.0,27.0,855,2021-10-21 00:46:56.000,1.4.0,9.0,11.0,22,False,228.0,209.0,unsync,conda-forge/unsync,,25807.0,https://pypi.org/project/unsync,2021-10-21 00:46:56.000,19.0,25518.0,https://anaconda.org/conda-forge/unsync,2023-06-16 19:20:12.238,11889.0,3.0,,,,,,,,,,,,,,,,,,, +334,pickleDB,patx/pickledb,pickleDB is an open source key-value store using Pythons json module.,,data-containers,https://github.com/patx/pickledb,https://github.com/patx/pickledb,BSD-3-Clause,2011-10-28 00:04:40.000,2023-05-14 06:17:52.000,2023-04-19 03:40:46,109.0,,123,13.0,32.0,31.0,42.0,819,2019-01-14 18:48:25.000,0.9.2,20.0,15.0,22,True,1382.0,1282.0,pickledb,,,13870.0,https://pypi.org/project/pickledb,2019-01-14 18:48:25.000,100.0,13870.0,,,,3.0,,,,,,,,,,,,,,,,,,, +335,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 11:26:15.000,2023-11-06 00:08:19.000,2023-09-22 03:08:36,714.0,6.0,26,15.0,178.0,16.0,122.0,549,2023-09-22 03:14:38.000,5.9.1,85.0,10.0,22,True,116.0,107.0,pypyr,conda-forge/pypyr,,3353.0,https://pypi.org/project/pypyr,2023-09-22 03:14:38.000,9.0,2776.0,https://anaconda.org/conda-forge/pypyr,2023-09-22 05:04:53.900,12711.0,3.0,,,,,,,,,,,,,,,,,,, +336,Unipath,mikeorr/Unipath,An object-oriented approach to Python file/directory operations.,,file-path-utils,https://github.com/mikeorr/Unipath,https://github.com/mikeorr/Unipath,MIT,2013-01-28 04:38:28.000,2022-01-11 09:35:44.000,2015-02-14 18:30:08,49.0,,39,15.0,12.0,6.0,11.0,516,2009-03-29 15:28:56.000,0.2.1,3.0,6.0,22,False,11303.0,9256.0,unipath,,,53474.0,https://pypi.org/project/unipath,2015-02-11 04:36:12.000,2047.0,53474.0,,,,3.0,,,,,,,,,,,,,,,,,,, +337,pysparkling,svenkreiss/pysparkling,A pure Python implementation of Apache Sparks RDD and DStream interfaces.,,data-pipelines,https://github.com/svenkreiss/pysparkling,https://github.com/svenkreiss/pysparkling,MIT,2015-05-09 19:23:20.000,2023-06-16 19:25:18.270,2022-11-13 18:39:01,1534.0,,48,9.0,140.0,9.0,21.0,261,2022-11-13 18:45:00.900,0.6.2,69.0,10.0,22,True,189.0,181.0,pysparkling,conda-forge/pysparkling,,9722.0,https://pypi.org/project/pysparkling,2022-11-13 18:45:00.900,8.0,9580.0,https://anaconda.org/conda-forge/pysparkling,2023-06-16 19:25:18.270,4547.0,3.0,,,,,,,,,,,,,,,,,,, +338,BatchFlow,analysiscenter/batchflow,BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and..,,data-pipelines,https://github.com/analysiscenter/batchflow,https://github.com/analysiscenter/batchflow,Apache-2.0,2017-03-13 14:22:53.000,2023-11-16 10:10:15.000,2023-11-16 10:10:14,5450.0,48.0,44,15.0,621.0,33.0,80.0,194,2023-08-01 10:51:02.000,0.8.7,20.0,35.0,22,True,7.0,7.0,batchflow,,,97.0,https://pypi.org/project/batchflow,2023-08-01 10:51:02.000,,97.0,,,,3.0,,,,,,,,,,,,,,,,,,, +339,docopt-ng,jazzband/docopt-ng,"Humane command line arguments parser. Now with maintenance, typehints, and complete test coverage.",,cli-helpers,https://github.com/jazzband/docopt-ng,https://github.com/jazzband/docopt-ng,MIT,2019-03-26 15:35:29.000,2023-11-13 17:39:40.000,2023-06-01 18:46:39,628.0,,14,8.0,32.0,14.0,15.0,138,2023-05-30 20:50:42.000,0.9.0,6.0,47.0,22,True,260.0,226.0,docopt-ng,,,125645.0,https://pypi.org/project/docopt-ng,2023-05-30 20:48:00.631,34.0,125645.0,,,,3.0,,,,,,,,,,,,,,,,,,, +340,Click Extra,kdeldycke/click-extra,Extra colorization and configuration loading for Click.,,cli-helpers,https://github.com/kdeldycke/click-extra,https://github.com/kdeldycke/click-extra,GPL-2.0,2021-10-18 08:02:27.000,2023-11-13 08:08:15.000,2023-11-13 07:57:36,1757.0,133.0,5,3.0,763.0,18.0,35.0,49,2023-11-08 10:45:02.000,4.7.2,67.0,7.0,22,False,68.0,60.0,click-extra,,245.0,4572.0,https://pypi.org/project/click-extra,2023-11-08 10:44:44.000,8.0,4563.0,,,,3.0,,,,,,,,,,,,,,,,,,, +341,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 10:01:07.000,2023-10-27 07:07:33.000,2023-10-27 07:07:31,2941.0,7.0,1,1.0,180.0,23.0,760.0,4,2023-10-20 15:18:09.000,2021.2.4,115.0,37.0,22,False,644.0,,py2neo,conda-forge/py2neo,,24225.0,https://pypi.org/project/py2neo,2023-10-20 15:18:09.000,644.0,23409.0,https://anaconda.org/conda-forge/py2neo,2023-06-16 13:20:51.158,62851.0,3.0,,,,,,,,,,,,,neo4j-contrib/py2neo,,,,,, +342,borb,jorisschellekens/borb,"borb is a library for reading, creating and manipulating PDF files in python.",,data-loading,https://github.com/jorisschellekens/borb,https://github.com/jorisschellekens/borb,,2020-11-07 14:04:37.000,2023-11-13 21:26:10.493,2023-11-11 11:37:59,83.0,3.0,132,33.0,11.0,9.0,162.0,3176,2023-11-11 11:41:58.000,2.1.19`,64.0,1.0,21,False,195.0,195.0,ptext-joris-schellekens,conda-forge/borb,,1683.0,https://pypi.org/project/ptext-joris-schellekens,2021-07-20 11:34:32.000,,1.0,https://anaconda.org/conda-forge/borb,2023-11-13 21:26:10.493,45424.0,3.0,,,,,,,,,,,,,,,,,,, +343,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,,113,50.0,49.0,32.0,22.0,1223,2017-03-31 14:41:57.000,0.5.3,35.0,24.0,21,False,28.0,,db.py,,,707.0,https://pypi.org/project/db.py,2017-03-31 14:41:57.000,28.0,707.0,,,,3.0,,,,,,,,,,,,,,,,,,, +344,rows,turicas/rows,"A common, beautiful interface to tabular data, no matter the format.",,data-loading,https://github.com/turicas/rows,https://github.com/turicas/rows,LGPL-3.0,2014-05-07 05:43:11.000,2023-06-06 14:28:02.000,2023-06-06 14:27:51,954.0,,135,63.0,76.0,167.0,149.0,851,2021-12-15 14:50:33.964,0.0.0,10.0,31.0,21,True,189.0,160.0,rows,,38.0,903.0,https://pypi.org/project/rows,2019-02-14 21:12:03.000,29.0,903.0,,,,3.0,,,,,,,,,,,,,,,,,,, +345,awesome-slugify,voronind/awesome-slugify,Python flexible slugify function.,,text,https://github.com/voronind/awesome-slugify,https://github.com/voronind/awesome-slugify,GPL-3.0,2013-10-19 02:58:27.000,2023-06-16 13:15:53.669,2017-01-20 20:45:25,96.0,,43,12.0,20.0,18.0,11.0,476,2015-06-05 06:31:13.000,1.6.5,26.0,11.0,21,False,4524.0,3336.0,awesome-slugify,conda-forge/awesome-slugify,,57048.0,https://pypi.org/project/awesome-slugify,2015-06-05 06:31:13.000,1188.0,56290.0,https://anaconda.org/conda-forge/awesome-slugify,2023-06-16 13:15:53.669,69047.0,3.0,,,,,,,,,,,,,,,,,,, +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,,63,47.0,71.0,4.0,,351,2020-04-30 18:54:55.036,0.4.3,8.0,18.0,21,False,701.0,618.0,pymodm,conda-forge/pymodm,,23175.0,https://pypi.org/project/pymodm,2020-04-30 18:54:55.036,83.0,23061.0,https://anaconda.org/conda-forge/pymodm,2023-06-16 19:18:01.986,5137.0,3.0,,,,,,,,,,,,,,,,,,, +347,datatest,shawnbrown/datatest,Tools for test driven data-wrangling and data validation.,,data-loading,https://github.com/shawnbrown/datatest,https://github.com/shawnbrown/datatest,Apache-2.0,2016-05-12 13:16:27.000,2021-12-05 17:44:33.000,2021-12-05 17:44:33,2173.0,,15,13.0,5.0,14.0,43.0,283,2021-01-04 03:43:58.000,0.11.1,17.0,7.0,21,False,163.0,157.0,datatest,,,14806.0,https://pypi.org/project/datatest,2021-01-04 03:39:40.000,6.0,14806.0,,,,3.0,,,,,,,,,,,,,,,,,,, +348,price-parser,scrapinghub/price-parser,Extract price amount and currency symbol from a raw text string.,,text,https://github.com/scrapinghub/price-parser,https://github.com/scrapinghub/price-parser,BSD-3-Clause,2019-04-11 18:27:30.000,2023-10-17 16:38:29.000,2023-10-17 16:38:29,107.0,1.0,47,15.0,34.0,25.0,11.0,281,2020-11-25 09:35:49.000,0.3.4,12.0,14.0,21,True,403.0,391.0,price-parser,,,64934.0,https://pypi.org/project/price-parser,2020-11-25 09:35:49.000,12.0,64934.0,,,,3.0,,,,,,,,,,,,,,,,,,, +349,Upgini,upgini/upgini,Data search & enrichment library for Machine Learning Easily find and add relevant features to your ML pipeline from..,,data-loading,https://github.com/upgini/upgini,https://github.com/upgini/upgini,BSD-3-Clause,2021-12-08 21:53:58.000,2023-11-15 19:08:18.000,2023-11-15 19:08:16,647.0,49.0,21,4.0,250.0,4.0,,254,2023-11-15 18:02:35.000,1.1.223,516.0,11.0,21,True,4.0,4.0,upgini,,,3033.0,https://pypi.org/project/upgini,2023-11-15 18:02:35.000,,3033.0,,,,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,,16,7.0,9.0,14.0,5.0,203,2020-12-04 17:53:17.000,0.1.12,14.0,3.0,21,False,873.0,869.0,gsheetsdb,,,66135.0,https://pypi.org/project/gsheetsdb,2022-01-05 03:28:15.000,4.0,66135.0,,,,3.0,,,,,,,,,,,,,,,,,,, +351,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,,12,5.0,11.0,2.0,7.0,123,2023-01-09 22:37:52.868,2.2.0,9.0,3.0,21,True,2010.0,1951.0,coolname,conda-forge/coolname,,363780.0,https://pypi.org/project/coolname,2023-01-09 22:37:52.868,59.0,361548.0,https://anaconda.org/conda-forge/coolname,2023-06-16 19:24:08.971,78130.0,3.0,,,,,,,,,,,,,,,,,,, +352,stopit,glenfant/stopit,"Raise asynchronous exceptions in other thread, control the timeout of blocks or callables with a context manager or a..",,async,https://github.com/glenfant/stopit,https://github.com/glenfant/stopit,MIT,2014-02-09 15:40:01.000,2023-06-16 16:07:54.264,2019-08-27 15:33:26,32.0,,20,4.0,10.0,6.0,13.0,100,2018-02-09 00:32:14.000,1.1.2,4.0,6.0,21,False,2164.0,2037.0,stopit,conda-forge/stopit,,706196.0,https://pypi.org/project/stopit,2018-02-09 00:32:14.000,127.0,695638.0,https://anaconda.org/conda-forge/stopit,2023-06-16 16:07:54.264,739082.0,3.0,,,,,,,,,,,,,,,,,,, +353,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,,139,68.0,4.0,1.0,40.0,2079,2016-09-11 02:13:18.000,1.2,3.0,4.0,20,False,51.0,42.0,pypattyrn,,,1974.0,https://pypi.org/project/pypattyrn,2016-09-11 02:18:42.000,9.0,1974.0,,,,3.0,,,,,,,,,,,,,,,,,,, +354,excalibur,camelot-dev/excalibur,A web interface to extract tabular data from PDFs.,,data-loading,https://github.com/camelot-dev/excalibur,https://github.com/camelot-dev/excalibur,MIT,2018-10-20 11:34:49.000,2023-07-15 11:04:03.000,2023-07-15 11:04:02,238.0,,213,40.0,56.0,82.0,39.0,1385,2020-07-17 16:16:44.000,0.4.3,9.0,13.0,20,True,,,excalibur-py,,11213.0,1457.0,https://pypi.org/project/excalibur-py,2020-03-21 11:40:49.000,,1274.0,,,,3.0,,,,,,,,,,,,,,,,,,, +355,mrq,pricingassistant/mrq,Mr. Queue - A distributed worker task queue in Python using Redis & gevent.,,data-pipelines,https://github.com/pricingassistant/mrq,https://github.com/pricingassistant/mrq,MIT,2014-02-13 09:32:40.000,2023-06-13 19:16:57.000,2020-12-13 18:58:15,709.0,,121,61.0,77.0,64.0,120.0,877,2018-08-31 16:03:04.000,0.9.10,70.0,40.0,20,False,42.0,30.0,mrq,,,220.0,https://pypi.org/project/mrq,2018-08-31 16:03:04.000,12.0,220.0,,,,3.0,,,,,,,,,,,,,,,,,,, +356,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,,44,18.0,48.0,15.0,38.0,715,2022-09-20 06:06:25.216,0.3.2,86.0,11.0,20,True,64.0,58.0,pdpipe,conda-forge/pdpipe,,2776.0,https://pypi.org/project/pdpipe,2022-07-04 17:58:17.000,6.0,1993.0,https://anaconda.org/conda-forge/pdpipe,2023-06-16 19:23:35.358,28215.0,3.0,,,,,,['pandas'],,,,,,,,,,,,, +357,valideer,podio/valideer,Lightweight data validation and adaptation Python library.,,data-validation,https://github.com/podio/valideer,https://github.com/podio/valideer,MIT,2012-07-25 12:33:39.000,2023-06-16 13:17:05.198,2023-01-05 10:28:14,91.0,,23,49.0,14.0,7.0,11.0,265,2015-12-20 08:56:50.000,0.4.2,8.0,9.0,20,True,86.0,69.0,valideer,conda-forge/valideer,,10286.0,https://pypi.org/project/valideer,2015-12-20 08:56:50.000,17.0,10054.0,https://anaconda.org/conda-forge/valideer,2023-06-16 13:17:05.198,21118.0,3.0,,,,,,,,,,,,,,,,,,, +358,rtoml,samuelcolvin/rtoml,A fast TOML library for python implemented in rust.,,serialization,https://github.com/samuelcolvin/rtoml,https://github.com/samuelcolvin/rtoml,MIT,2020-01-07 22:30:25.000,2023-04-23 16:52:07.000,2023-03-27 18:37:34,81.0,,26,8.0,48.0,10.0,10.0,262,2022-11-10 16:45:23.000,0.9,10.0,13.0,20,True,307.0,307.0,rtoml,,,140293.0,https://pypi.org/project/rtoml,,,140293.0,,,,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,,460,157.0,142.0,78.0,27.0,1979,2020-01-08 19:50:31.000,1.6.0,9.0,17.0,19,False,37.0,37.0,,,,,,,,,,,,3.0,,,,,,['spark'],,,,,,,,,,,,, +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 04:15:53.000,2023-11-16 09:47:57.000,2023-11-16 01:27:14,2905.0,172.0,130,28.0,210.0,40.0,337.0,1253,,,,46.0,19,True,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,, +361,colout,nojhan/colout,Color text streams with a polished command line interface.,,cli-helpers,https://github.com/nojhan/colout,https://github.com/nojhan/colout,GPL-3.0,2012-03-31 10:39:00.000,2023-10-18 22:00:02.000,2023-07-10 16:25:40,265.0,,56,36.0,46.0,14.0,58.0,1100,2022-05-12 11:29:27.000,1.0,6.0,30.0,19,True,5.0,5.0,colout,,,176.0,https://pypi.org/project/colout,2020-06-21 20:05:59.000,,176.0,,,,3.0,,,,,,,,,,,,,,,,,,, +362,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,154.0,127.0,queries,,,2704.0,https://pypi.org/project/queries,2021-11-16 15:05:08.000,27.0,2704.0,,,,3.0,,,,,,,,,,,,,,,,,,, +363,fletcher,xhochy/fletcher,Pandas ExtensionDType/Array backed by Apache Arrow.,,data-containers,https://github.com/xhochy/fletcher,https://github.com/xhochy/fletcher,MIT,2018-03-04 16:44:22.000,2023-06-16 16:09:03.368,2023-02-22 15:16:59,522.0,,33,18.0,147.0,34.0,74.0,227,2021-01-17 20:11:01.000,0.7.2,16.0,24.0,19,True,5.0,4.0,fletcher,conda-forge/fletcher,17.0,1145.0,https://pypi.org/project/fletcher,2021-01-17 20:11:01.000,1.0,136.0,https://anaconda.org/conda-forge/fletcher,2023-06-16 16:09:03.368,64637.0,3.0,,,,,,['pandas'],,,,,,,,,,,,, +364,typical,seandstewart/typical,"Typical: Fast, simple, & correct data-validation using Python 3 typing.",,data-validation,https://github.com/seandstewart/typical,https://github.com/seandstewart/typical,MIT,2019-03-15 01:24:36.000,2023-07-25 21:39:10.000,2023-04-26 16:56:57,532.0,,9,6.0,109.0,17.0,83.0,180,2023-04-26 17:06:00.831,2.8.1,115.0,9.0,19,True,79.0,75.0,typical,conda-forge/typical,,2561.0,https://pypi.org/project/typical,2019-07-20 00:03:59.000,4.0,1420.0,https://anaconda.org/conda-forge/typical,2023-06-16 19:25:53.591,34239.0,3.0,,,,,,,,,,,,,,,,,,, +365,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 12:53:23.000,2023-10-18 14:18:19.000,2023-03-14 05:55:27,124.0,,18,6.0,63.0,8.0,23.0,150,,,,12.0,19,True,156.0,156.0,aioprometheus,,,64797.0,https://pypi.org/project/aioprometheus,,,64797.0,,,,3.0,,,,,,,,,,,,,,,,,,, +366,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,,76,52.0,23.0,22.0,8.0,1605,2021-12-28 23:04:04.000,0.67.0,59.0,18.0,18,False,1.0,,riko,,,178.0,https://pypi.org/project/riko,2021-12-28 23:04:04.000,1.0,178.0,,,,3.0,,,,,,,,,,,,,,,,,,, +367,Databolt Flow,d6t/d6tflow,Python library for building highly effective data science workflows.,,data-pipelines,https://github.com/d6t/d6tflow,https://github.com/d6t/d6tflow,MIT,2019-02-03 01:51:22.000,2023-07-20 18:28:08.000,2023-07-20 18:28:08,272.0,,74,24.0,19.0,11.0,13.0,949,2023-02-03 19:11:04.115,0.2.4,23.0,13.0,18,True,27.0,27.0,d6tflow,,,150.0,https://pypi.org/project/d6tflow,2019-01-22 01:45:28.000,,150.0,,,,3.0,,,,,,,,,,,,,,,,,,, +368,Bounter,RaRe-Technologies/bounter,Efficient Counter that uses a limited (bounded) amount of memory regardless of data size.,,data-containers,https://github.com/piskvorky/bounter,https://github.com/piskvorky/bounter,MIT,2017-07-18 07:24:15.000,2022-11-20 08:18:00.871,2022-11-20 08:15:57,169.0,,49,24.0,28.0,15.0,10.0,941,2022-11-20 08:19:03.000,1.2.0,8.0,9.0,18,True,40.0,32.0,bounter,,,442.0,https://pypi.org/project/bounter,2022-11-20 08:18:00.871,8.0,442.0,,,,3.0,,,,,,,,,,,,,piskvorky/bounter,,,,,, +369,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 16:55:38.000,2023-04-12 05:59:13.000,2022-05-27 16:50:28,284.0,,20,10.0,31.0,22.0,20.0,645,2022-03-13 23:32:45.000,0.2.4,25.0,12.0,18,False,68.0,65.0,pugsql,,,7229.0,https://pypi.org/project/pugsql,2022-03-13 23:32:45.000,3.0,7229.0,,,,3.0,,,,,,,,,,,,,,,,,,, +370,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 05:47:04.000,2022-12-08 03:12:26.000,2022-05-03 14:54:34,375.0,,12,10.0,36.0,3.0,21.0,208,2021-03-10 16:40:20.000,1.2.1,23.0,7.0,18,False,6.0,,validr,,,10586.0,https://pypi.org/project/validr,2021-03-10 16:40:20.000,6.0,10586.0,,,,3.0,,,,,,,,,,,,,,,,,,, +371,Pipeless,pipeless-ai/pipeless,An open-source framework to create and deploy computer vision applications in minutes.,,computer-vision,https://github.com/pipeless-ai/pipeless,https://github.com/pipeless-ai/pipeless,Apache-2.0,2023-07-21 17:22:24.000,2023-11-16 11:39:49.000,2023-11-16 11:25:17,487.0,326.0,13,3.0,57.0,6.0,7.0,189,2023-11-16 11:39:50.000,1.0.2,43.0,7.0,18,True,2.0,,pipeless-ai,,97.0,226.0,https://pypi.org/project/pipeless-ai,2023-11-02 12:42:21.000,2.0,194.0,,,,1.0,,,,,,,,,,,,,,,,,,, +372,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,,275,87.0,15.0,26.0,5.0,1352,2012-07-24 09:27:02.000,0.1.0,1.0,9.0,17,False,15.0,10.0,wssh,,,58.0,https://pypi.org/project/wssh,2012-07-24 09:27:02.000,5.0,58.0,,,,3.0,,,,,,,,,,,,,,,,,,, +373,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 14:36:10.000,2023-04-12 07:12:45.000,2021-08-11 18:33:11,106029.0,,60,39.0,39.0,11.0,256.0,962,,,,1000.0,17,False,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,, +374,flupy,olirice/flupy,Fluent data pipelines for python and your shell.,,data-pipelines,https://github.com/olirice/flupy,https://github.com/olirice/flupy,MIT,2018-01-06 16:46:04.000,2023-04-25 16:26:05.000,2023-04-25 16:26:01,206.0,,14,8.0,18.0,1.0,12.0,176,2022-10-21 16:09:00.872,1.2.0,38.0,6.0,17,True,,,flupy,,,188102.0,https://pypi.org/project/flupy,2022-10-21 16:09:00.872,,188102.0,,,,3.0,,,,,,,,,,,,,,,,,,, +375,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 20:37:22.000,2023-09-29 09:57:28.000,2023-09-21 05:49:57,164.0,1.0,105,57.0,68.0,24.0,16.0,2027,2023-05-01 19:54:27.000,3.4.0,10.0,17.0,16,True,1.0,,mara-pipelines,,,54.0,https://pypi.org/project/mara-pipelines,2022-05-29 20:09:09.000,1.0,54.0,,,,3.0,,,,,,,,,,,,,,,,,,, +376,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 06:38:21.000,2023-04-06 03:47:07.000,2021-11-18 16:33:36,85.0,,60,19.0,27.0,42.0,29.0,787,2021-11-18 16:35:33.000,1.3,16.0,7.0,16,False,5.0,,csvs-to-sqlite,,,1734.0,https://pypi.org/project/csvs-to-sqlite,2021-11-18 16:36:40.000,5.0,1734.0,,,,3.0,,,,,,,,,,,,,,,,,,, +377,kale,kubeflow-kale/kale,Kubeflows superfood for Data Scientists.,,data-pipelines,https://github.com/kubeflow-kale/kale,https://github.com/kubeflow-kale/kale,Apache-2.0,2019-01-24 17:58:44.000,2023-01-06 03:22:37.000,2021-10-20 12:44:09,644.0,,124,16.0,278.0,127.0,78.0,613,2021-05-19 12:56:53.000,0.7.0,15.0,10.0,16,False,,,kubeflow-kale,,,338.0,https://pypi.org/project/kubeflow-kale,2021-05-19 12:56:53.000,,338.0,,,,3.0,,,,,,['jupyter'],,,,,,,,,,,,, +378,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,,20,11.0,120.0,21.0,57.0,430,2022-07-04 09:43:53.000,3.0.12,61.0,4.0,16,False,13.0,13.0,bodywork,,,164.0,https://pypi.org/project/bodywork,2022-07-04 09:43:53.000,,164.0,,,,3.0,,,,,,,,,,,,,,,,,,, +379,Squirrel,merantix-momentum/squirrel-core,"A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient..",,data-loading,https://github.com/merantix-momentum/squirrel-core,https://github.com/merantix-momentum/squirrel-core,Apache-2.0,2022-02-11 08:15:36.000,2023-11-14 23:19:29.000,2023-11-10 16:15:49,119.0,3.0,6,14.0,151.0,8.0,5.0,269,2023-11-07 10:51:10.000,0.19.4,102.0,14.0,16,True,3.0,2.0,squirrel-core,squirrel-core,,1035.0,https://pypi.org/project/squirrel-core,2023-11-10 16:23:01.000,,1035.0,https://anaconda.org/anaconda/squirrel-core,2022-11-18 08:24:02.000,,3.0,,,,,,,,,,,,,,,1.0,,,, +380,Botflow,kkyon/botflow,"Python Fast Dataflow programming framework for Data pipeline work( Web Crawler,Machine Learning,Quantitative..",,data-pipelines,https://github.com/kkyon/botflow,https://github.com/kkyon/botflow,BSD-3-Clause,2018-08-20 03:13:31.000,2020-12-31 09:03:22.000,2019-05-23 14:40:50,192.0,,101,55.0,28.0,3.0,2.0,1194,2018-09-14 14:38:32.000,0.2.0,5.0,11.0,15,False,2.0,2.0,botflow,,,30.0,https://pypi.org/project/botflow,2018-09-14 14:38:32.000,,30.0,,,,3.0,,,,,,,,,,,,,,,,,,, +381,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,,24,13.0,3.0,6.0,1.0,716,2018-11-22 02:36:46.000,0.0.78,57.0,2.0,15,False,13.0,10.0,supersqlite,,,198.0,https://pypi.org/project/supersqlite,2018-11-22 02:36:46.000,3.0,198.0,,,,3.0,,,,,,,,,,,,,,,,,,, +382,lazydata,rstojnic/lazydata,Lazydata: Scalable data dependencies for Python projects.,,db-clients,https://github.com/rstojnic/lazydata,https://github.com/rstojnic/lazydata,Apache-2.0,2018-08-21 12:44:27.000,2019-02-13 18:15:09.000,2018-10-12 11:40:26,216.0,,23,19.0,9.0,7.0,6.0,626,2018-09-18 21:25:30.000,1.0.19,19.0,6.0,15,False,11.0,9.0,lazydata,,,15.0,https://pypi.org/project/lazydata,2018-09-18 21:25:30.000,2.0,15.0,,,,3.0,,,,,,,,,,,,,,,,,,, +383,millify,azaitsev/millify,Convert long numbers into a human-readable format in Python.,,text,https://github.com/azaitsev/millify,https://github.com/azaitsev/millify,MIT,2018-01-15 01:27:12.000,2022-04-19 08:41:41.000,2018-01-15 02:44:36,5.0,,12,3.0,5.0,3.0,,80,2018-01-15 02:19:08.000,0.1.1,1.0,1.0,15,False,612.0,603.0,millify,,,34514.0,https://pypi.org/project/millify,2018-01-15 02:19:08.000,9.0,34514.0,,,,3.0,,,,,,,,,,,,,,,,,,, +384,Grai,grai-io/grai-core,"Platform to programmatically manage, test, and debug data infrastructure.",,infrastructure,https://github.com/grai-io/grai-core,https://github.com/grai-io/grai-core,MulanPSL-2.0,2022-06-09 16:16:22.000,2023-11-15 12:56:48.000,2023-11-15 12:56:46,904.0,171.0,20,2.0,759.0,9.0,15.0,240,2023-11-07 18:53:58.000,0.1.49,32.0,12.0,14,False,,,the-guide,,,9.0,https://pypi.org/project/the-guide,2023-08-11 19:02:53.000,,9.0,,,,3.0,,,,,,,,,,,,,,,,,,, +385,cleverdict,PFython/cleverdict,A JSON-friendly data structure which allows both object attributes and dictionary keys and values to be used..,,data-structures,https://github.com/PFython/cleverdict,https://github.com/PFython/cleverdict,MIT,2020-06-20 05:07:58.000,2022-05-14 19:19:05.000,2022-03-26 19:33:44,213.0,,9,2.0,19.0,13.0,12.0,96,2022-02-15 06:59:08.000,1.9.2,28.0,7.0,14,False,37.0,32.0,cleverdict,,,650.0,https://pypi.org/project/cleverdict,2022-02-15 06:59:08.000,5.0,650.0,,,,3.0,,,,,,,,,,,,,,,,,,, +386,PandaPy,firmai/pandapy,PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai).,,data-containers,https://github.com/firmai/pandapy,https://github.com/firmai/pandapy,MIT,2020-01-15 18:21:23.000,2021-10-20 11:36:04.000,2021-10-20 11:36:04,85.0,,63,21.0,2.0,2.0,1.0,543,2020-11-12 16:12:54.000,zen,22.0,3.0,13,False,5.0,5.0,pandapy,,,25.0,https://pypi.org/project/pandapy,2020-01-25 23:10:32.000,,25.0,,,,3.0,,,,,,['pandas'],,,,,,,,,,,,, +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,,11,9.0,68.0,6.0,15.0,266,2022-07-05 16:55:25.000,1.6.4,33.0,10.0,13,False,,,rasgoql,,,162.0,https://pypi.org/project/rasgoql,2022-07-05 16:55:25.000,,162.0,,,,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,,18,6.0,77.0,18.0,40.0,107,2022-11-22 19:10:35.164,0.11.0,13.0,7.0,12,True,,,datajob,,,19.0,https://pypi.org/project/datajob,2022-11-22 19:10:35.164,,19.0,,,,3.0,,,,,,,,,,,,,,,,,,, +389,cl-python,metawilm/cl-python,An implementation of Python in Common Lisp.,,python-implementations,https://github.com/metawilm/cl-python,https://github.com/metawilm/cl-python,,2009-05-14 18:00:17.000,2023-10-26 21:21:34.000,2023-10-26 21:21:34,1491.0,1.0,35,29.0,10.0,3.0,16.0,361,,,,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,,28,19.0,5.0,1.0,3.0,771,,,,3.0,7,False,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,, diff --git a/latest-changes.md b/latest-changes.md index 8c5bfec..ff391e7 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._ -- elasticsearch (πŸ₯‡41 Β· ⭐ 4K Β· πŸ“ˆ) - Official Python client for Elasticsearch. Apache-2 -- docopt (πŸ₯ˆ35 Β· ⭐ 7.9K Β· πŸ’€) - Pythonic command line arguments parser, that will make you smile. MIT -- glom (πŸ₯ˆ30 Β· ⭐ 1.7K Β· πŸ“ˆ) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3 -- python-box (πŸ₯‰25 Β· ⭐ 2.3K Β· πŸ“ˆ) - Python dictionaries with advanced dot notation access. MIT -- messytables (πŸ₯‰24 Β· ⭐ 390 Β· πŸ’€) - Tools for parsing messy tabular data. This is now superseded by.. MIT +- phonenumbers (πŸ₯‡35 Β· ⭐ 3.3K Β· πŸ“ˆ) - Python port of Googles libphonenumber. Apache-2 +- pandas-datareader (πŸ₯ˆ33 Β· ⭐ 2.7K Β· πŸ“ˆ) - Extract data from a wide range of Internet sources.. BSD-3 +- typing (πŸ₯ˆ32 Β· ⭐ 1.5K Β· πŸ“ˆ) - Python static typing home. Hosts the documentation and a user.. Python-2.0 +- inflect (πŸ₯ˆ31 Β· ⭐ 880 Β· πŸ“ˆ) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT +- openpyxl (πŸ₯‰26 Β· ⭐ 63 Β· πŸ“ˆ) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT ## πŸ“‰ Trending Down _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ -- redis (πŸ₯‡43 Β· ⭐ 12K Β· πŸ“‰) - Redis Python Client. MIT -- wcwidth (πŸ₯‰33 Β· ⭐ 340 Β· πŸ“‰) - Python library that measures the width of unicode strings.. ❗Unlicensed -- aiofiles (πŸ₯‰30 Β· ⭐ 2.4K Β· πŸ“‰) - File support for asyncio. Apache-2 -- phonenumbers (πŸ₯ˆ28 Β· ⭐ 3.3K Β· πŸ“‰) - Python port of Googles libphonenumber. Apache-2 -- typing (πŸ₯‰23 Β· ⭐ 1.5K Β· πŸ“‰) - Python static typing home. Hosts the documentation and a user.. ❗Unlicensed +- click (πŸ₯‡45 Β· ⭐ 14K Β· πŸ“‰) - Python composable command line interface toolkit. BSD-3 +- docker (πŸ₯ˆ40 Β· ⭐ 6.4K Β· πŸ“‰) - A Python library for the Docker Engine API. Apache-2 +- paramiko (πŸ₯ˆ39 Β· ⭐ 8.6K Β· πŸ“‰) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 +- filesystem_spec (πŸ₯ˆ36 Β· ⭐ 690 Β· πŸ“‰) - A specification that python filesystems should adhere to. BSD-3 +- fabtools (πŸ₯‰23 Β· ⭐ 1.3K Β· πŸ’€) - Tools for writing awesome Fabric files. BSD-2