From 389082b0dbe784e8d75942f9475bc8fdaf9b1ab1 Mon Sep 17 00:00:00 2001 From: LukasMasuch Date: Thu, 4 Apr 2024 13:29:17 +0000 Subject: [PATCH] Update best-of list for version 2024.04.04 --- README.md | 1763 ++++++++++++++----------------- history/2024-04-04_changes.md | 20 + history/2024-04-04_projects.csv | 392 +++++++ latest-changes.md | 20 +- 4 files changed, 1222 insertions(+), 973 deletions(-) create mode 100644 history/2024-04-04_changes.md create mode 100644 history/2024-04-04_projects.csv diff --git a/README.md b/README.md index c84195a..cb83b85 100644 --- a/README.md +++ b/README.md @@ -52,7 +52,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M - [Machine Learning & Data Engineering](#machine-learning--data-engineering) _1 projects_ - [Text Data](#text-data) _12 projects_ - [Web Development](#web-development) _1 projects_ -- [Database Clients](#database-clients) _64 projects_ +- [Database Clients](#database-clients) _63 projects_ - [Data Loading & Extraction](#data-loading--extraction) _30 projects_ - [Data Pipelines & Streaming](#data-pipelines--streaming) _43 projects_ - [File Formats](#file-formats) _3 projects_ @@ -86,7 +86,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
protobuf (πŸ₯‡53 Β· ⭐ 63K) - Protocol Buffers - Googles data interchange format. BSD-3 -- [GitHub](https://github.com/protocolbuffers/protobuf) (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 15K Β· πŸ“₯ 43M Β· πŸ“¦ 610K Β· πŸ“‹ 6.1K - 9% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/protocolbuffers/protobuf) (πŸ‘¨β€πŸ’» 1.2K Β· πŸ”€ 15K Β· πŸ“₯ 44M Β· πŸ“¦ 620K Β· πŸ“‹ 6.1K - 9% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/protocolbuffers/protobuf @@ -95,7 +95,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` pip install protobuf ``` -- [Conda](https://anaconda.org/conda-forge/protobuf): +- [Conda](https://anaconda.org/conda-forge/protobuf) (πŸ“₯ 17M Β· ⏱️ 06.03.2024): ``` conda install -c conda-forge protobuf ``` @@ -106,7 +106,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
flatbuffers (πŸ₯‡43 Β· ⭐ 22K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 -- [GitHub](https://github.com/google/flatbuffers) (πŸ‘¨β€πŸ’» 670 Β· πŸ”€ 3.1K Β· πŸ“₯ 390K Β· πŸ“¦ 98K Β· πŸ“‹ 2.4K - 6% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/google/flatbuffers) (πŸ‘¨β€πŸ’» 670 Β· πŸ”€ 3.1K Β· πŸ“₯ 400K Β· πŸ“¦ 99K Β· πŸ“‹ 2.4K - 6% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/google/flatbuffers @@ -115,7 +115,7 @@ 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): +- [Conda](https://anaconda.org/conda-forge/flatbuffers) (πŸ“₯ 990K Β· ⏱️ 26.03.2024): ``` conda install -c conda-forge flatbuffers ``` @@ -126,12 +126,12 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
marshmallow (πŸ₯ˆ40 Β· ⭐ 6.9K) - A lightweight library for converting complex objects to and from.. MIT -- [GitHub](https://github.com/marshmallow-code/marshmallow) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 640 Β· πŸ“¦ 130K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/marshmallow-code/marshmallow) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 640 Β· πŸ“¦ 130K Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 01.04.2024): ``` git clone https://github.com/marshmallow-code/marshmallow ``` -- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 46M / month Β· πŸ“¦ 10K Β· ⏱️ 04.03.2024): +- [PyPi](https://pypi.org/project/marshmallow) (πŸ“₯ 45M / month Β· πŸ“¦ 10K Β· ⏱️ 04.03.2024): ``` pip install marshmallow ``` @@ -151,14 +151,14 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` pip install dill ``` -- [Conda](https://anaconda.org/conda-forge/dill) (πŸ“₯ 6.1M Β· ⏱️ 28.01.2024): +- [Conda](https://anaconda.org/conda-forge/dill) (πŸ“₯ 6.2M Β· ⏱️ 28.01.2024): ``` conda install -c conda-forge dill ```
orjson (πŸ₯ˆ37 Β· ⭐ 5.5K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2 -- [GitHub](https://github.com/ijl/orjson) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 190 Β· πŸ“¦ 80K Β· πŸ“‹ 370 - 0% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/ijl/orjson) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 190 Β· πŸ“¦ 81K Β· πŸ“‹ 380 - 0% open Β· ⏱️ 27.03.2024): ``` git clone https://github.com/ijl/orjson @@ -172,41 +172,41 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge orjson ```
-
simplejson (πŸ₯ˆ36 Β· ⭐ 1.6K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT +
jsonpickle (πŸ₯ˆ36 Β· ⭐ 1.2K) - Python library for serializing any arbitrary object graph into.. BSD-3 -- [GitHub](https://github.com/simplejson/simplejson) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 330 Β· πŸ“₯ 6.4K Β· πŸ“¦ 120K Β· πŸ“‹ 200 - 10% open Β· ⏱️ 03.12.2023): +- [GitHub](https://github.com/jsonpickle/jsonpickle) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 160 Β· πŸ“‹ 310 - 22% open Β· ⏱️ 22.03.2024): ``` - git clone https://github.com/simplejson/simplejson + git clone https://github.com/jsonpickle/jsonpickle ``` -- [PyPi](https://pypi.org/project/simplejson) (πŸ“₯ 21M / month Β· πŸ“¦ 21K Β· ⏱️ 06.10.2023): +- [PyPi](https://pypi.org/project/jsonpickle) (πŸ“₯ 11M / month Β· πŸ“¦ 2.5K Β· ⏱️ 20.02.2024): ``` - pip install simplejson + pip install jsonpickle ``` -- [Conda](https://anaconda.org/conda-forge/simplejson) (πŸ“₯ 3.1M Β· ⏱️ 15.02.2024): +- [Conda](https://anaconda.org/conda-forge/jsonpickle) (πŸ“₯ 1.7M Β· ⏱️ 18.10.2023): ``` - conda install -c conda-forge simplejson + conda install -c conda-forge jsonpickle ```
-
jsonpickle (πŸ₯ˆ36 Β· ⭐ 1.2K) - Python library for serializing any arbitrary object graph into.. BSD-3 +
simplejson (πŸ₯ˆ35 Β· ⭐ 1.6K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT -- [GitHub](https://github.com/jsonpickle/jsonpickle) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 160 Β· πŸ“‹ 310 - 22% open Β· ⏱️ 22.03.2024): +- [GitHub](https://github.com/simplejson/simplejson) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 330 Β· πŸ“₯ 6.4K Β· πŸ“¦ 120K Β· πŸ“‹ 200 - 10% open Β· ⏱️ 03.12.2023): ``` - git clone https://github.com/jsonpickle/jsonpickle + git clone https://github.com/simplejson/simplejson ``` -- [PyPi](https://pypi.org/project/jsonpickle) (πŸ“₯ 12M / month Β· πŸ“¦ 2.5K Β· ⏱️ 20.02.2024): +- [PyPi](https://pypi.org/project/simplejson) (πŸ“₯ 20M / month Β· πŸ“¦ 21K Β· ⏱️ 06.10.2023): ``` - pip install jsonpickle + pip install simplejson ``` -- [Conda](https://anaconda.org/conda-forge/jsonpickle) (πŸ“₯ 1.7M Β· ⏱️ 18.10.2023): +- [Conda](https://anaconda.org/conda-forge/simplejson) (πŸ“₯ 3.2M Β· ⏱️ 15.02.2024): ``` - conda install -c conda-forge jsonpickle + conda install -c conda-forge simplejson ```
-
ultrajson (πŸ₯‰35 Β· ⭐ 4.2K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3 +
ultrajson (πŸ₯‰34 Β· ⭐ 4.2K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3 -- [GitHub](https://github.com/ultrajson/ultrajson) (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 370 Β· πŸ“‹ 340 - 7% open Β· ⏱️ 01.03.2024): +- [GitHub](https://github.com/ultrajson/ultrajson) (πŸ‘¨β€πŸ’» 88 Β· πŸ”€ 370 Β· πŸ“‹ 340 - 7% open Β· ⏱️ 01.04.2024): ``` git clone https://github.com/ultrajson/ultrajson @@ -227,7 +227,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M ``` git clone https://github.com/msgpack/msgpack-python ``` -- [PyPi](https://pypi.org/project/msgpack) (πŸ“₯ 69M / month Β· πŸ“¦ 2.4K Β· ⏱️ 01.03.2024): +- [PyPi](https://pypi.org/project/msgpack) (πŸ“₯ 68M / month Β· πŸ“¦ 2.4K Β· ⏱️ 01.03.2024): ``` pip install msgpack ``` @@ -236,14 +236,14 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge msgpack-python ```
-
cloudpickle (πŸ₯‰34 Β· ⭐ 1.6K) - Extended pickling support for Python objects. BSD-3 +
cloudpickle (πŸ₯‰32 Β· ⭐ 1.6K) - 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 - 34% open Β· ⏱️ 23.11.2023): ``` git clone https://github.com/cloudpipe/cloudpickle ``` -- [PyPi](https://pypi.org/project/cloudpickle) (πŸ“₯ 41M / month Β· πŸ“¦ 3K Β· ⏱️ 16.10.2023): +- [PyPi](https://pypi.org/project/cloudpickle) (πŸ“₯ 40M / month Β· πŸ“¦ 3K Β· ⏱️ 16.10.2023): ``` pip install cloudpickle ``` @@ -268,14 +268,30 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge python-rapidjson ```
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srsly (πŸ₯‰29 Β· ⭐ 410 Β· πŸ“ˆ) - Modern high-performance serialization utilities for Python (JSON,.. MIT +
hickle (πŸ₯‰28 Β· ⭐ 480) - a HDF5-based python pickle replacement. MIT + +- [GitHub](https://github.com/telegraphic/hickle) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 71 Β· πŸ“¦ 720 Β· πŸ“‹ 110 - 7% open Β· ⏱️ 31.03.2024): + + ``` + git clone https://github.com/telegraphic/hickle + ``` +- [PyPi](https://pypi.org/project/hickle) (πŸ“₯ 51K / month Β· πŸ“¦ 91 Β· ⏱️ 30.03.2024): + ``` + pip install hickle + ``` +- [Conda](https://anaconda.org/conda-forge/hickle) (πŸ“₯ 24K Β· ⏱️ 14.02.2024): + ``` + conda install -c conda-forge hickle + ``` +
+
srsly (πŸ₯‰28 Β· ⭐ 410) - Modern high-performance serialization utilities for Python (JSON,.. MIT -- [GitHub](https://github.com/explosion/srsly) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 31 Β· πŸ“¦ 41K Β· πŸ“‹ 28 - 10% open Β· ⏱️ 03.11.2023): +- [GitHub](https://github.com/explosion/srsly) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 31 Β· πŸ“¦ 42K Β· πŸ“‹ 29 - 13% open Β· ⏱️ 03.11.2023): ``` git clone https://github.com/explosion/srsly ``` -- [PyPi](https://pypi.org/project/srsly) (πŸ“₯ 6.1M / month Β· πŸ“¦ 300 Β· ⏱️ 22.09.2023): +- [PyPi](https://pypi.org/project/srsly) (πŸ“₯ 6.3M / month Β· πŸ“¦ 300 Β· ⏱️ 22.09.2023): ``` pip install srsly ``` @@ -291,7 +307,7 @@ 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“₯ 1M / month Β· πŸ“¦ 26 Β· ⏱️ 06.02.2024): +- [PyPi](https://pypi.org/project/pysimdjson) (πŸ“₯ 980K / month Β· πŸ“¦ 26 Β· ⏱️ 06.02.2024): ``` pip install pysimdjson ``` @@ -300,37 +316,21 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M conda install -c conda-forge pysimdjson ```
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hickle (πŸ₯‰26 Β· ⭐ 480 Β· πŸ’€) - a HDF5-based python pickle replacement. MIT - -- [GitHub](https://github.com/telegraphic/hickle) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 70 Β· πŸ“¦ 710 Β· πŸ“‹ 110 - 10% open Β· ⏱️ 20.07.2023): - - ``` - git clone https://github.com/telegraphic/hickle - ``` -- [PyPi](https://pypi.org/project/hickle) (πŸ“₯ 50K / month Β· πŸ“¦ 91 Β· ⏱️ 31.08.2022): - ``` - pip install hickle - ``` -- [Conda](https://anaconda.org/conda-forge/hickle) (πŸ“₯ 24K Β· ⏱️ 14.02.2024): - ``` - conda install -c conda-forge hickle - ``` -
-
rtoml (πŸ₯‰21 Β· ⭐ 290) - A fast TOML library for python implemented in rust. MIT +
rtoml (πŸ₯‰20 Β· ⭐ 300) - A fast TOML library for python implemented in rust. MIT - [GitHub](https://github.com/samuelcolvin/rtoml) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 29 Β· πŸ“¦ 390 Β· πŸ“‹ 22 - 50% open Β· ⏱️ 26.01.2024): ``` git clone https://github.com/samuelcolvin/rtoml ``` -- [PyPi](https://pypi.org/project/rtoml) (πŸ“₯ 350K / month): +- [PyPi](https://pypi.org/project/rtoml) (πŸ“₯ 370K / month): ``` pip install rtoml ```
Show 1 hidden projects... -- pyasn1 (πŸ₯‰35 Β· ⭐ 240 Β· πŸ’€) - Generic ASN.1 library for Python. BSD-2 +- pyasn1 (πŸ₯ˆ35 Β· ⭐ 240 Β· πŸ’€) - Generic ASN.1 library for Python. BSD-2

@@ -342,39 +342,51 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pandas (πŸ₯‡54 Β· ⭐ 42K) - Flexible and powerful data analysis / manipulation library for.. BSD-3 -- [GitHub](https://github.com/pandas-dev/pandas) (πŸ‘¨β€πŸ’» 3.6K Β· πŸ”€ 17K Β· πŸ“₯ 260K Β· πŸ“¦ 1.6M Β· πŸ“‹ 26K - 14% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/pandas-dev/pandas) (πŸ‘¨β€πŸ’» 3.6K Β· πŸ”€ 17K Β· πŸ“₯ 260K Β· πŸ“¦ 1.6M Β· πŸ“‹ 26K - 13% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/pandas-dev/pandas ``` -- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 200M / month Β· πŸ“¦ 78K Β· ⏱️ 23.02.2024): +- [PyPi](https://pypi.org/project/pandas) (πŸ“₯ 200M / month): ``` pip install pandas ``` -- [Conda](https://anaconda.org/conda-forge/pandas): +- [Conda](https://anaconda.org/conda-forge/pandas) (πŸ“₯ 49M Β· ⏱️ 23.02.2024): ``` conda install -c conda-forge pandas ```
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xarray (πŸ₯‡40 Β· ⭐ 3.4K) - N-D labeled arrays and datasets in Python. Apache-2 +
polars (πŸ₯‡41 Β· ⭐ 26K Β· πŸ“ˆ) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT + +- [GitHub](https://github.com/pola-rs/polars) (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 1.5K Β· πŸ“₯ 500 Β· πŸ“¦ 4 Β· πŸ“‹ 7.1K - 21% open Β· ⏱️ 04.04.2024): + + ``` + git clone https://github.com/pola-rs/polars + ``` +- [PyPi](https://pypi.org/project/polars) (πŸ“₯ 5.3M / month Β· πŸ“¦ 520 Β· ⏱️ 01.04.2024): + ``` + pip install polars + ``` +
+
xarray (πŸ₯ˆ40 Β· ⭐ 3.4K) - N-D labeled arrays and datasets in Python. Apache-2 -- [GitHub](https://github.com/pydata/xarray) (πŸ‘¨β€πŸ’» 490 Β· πŸ”€ 1K Β· πŸ“¦ 25K Β· πŸ“‹ 4.2K - 26% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/pydata/xarray) (πŸ‘¨β€πŸ’» 490 Β· πŸ”€ 1K Β· πŸ“¦ 25K Β· πŸ“‹ 4.3K - 26% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/pydata/xarray ``` -- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 5M / month Β· πŸ“¦ 2.3K Β· ⏱️ 19.02.2024): +- [PyPi](https://pypi.org/project/xarray) (πŸ“₯ 5M / month Β· πŸ“¦ 2.3K Β· ⏱️ 29.03.2024): ``` pip install xarray ``` -- [Conda](https://anaconda.org/conda-forge/xarray): +- [Conda](https://anaconda.org/conda-forge/xarray) (πŸ“₯ 9.7M Β· ⏱️ 29.03.2024): ``` conda install -c conda-forge xarray ```
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h5py (πŸ₯‡40 Β· ⭐ 2K) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3 +
h5py (πŸ₯ˆ39 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“₯ 3.2K Β· πŸ“¦ 260K Β· πŸ“‹ 1.5K - 17% open Β· ⏱️ 24.03.2024): +- [GitHub](https://github.com/h5py/h5py) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 530 Β· πŸ“₯ 3.2K Β· πŸ“¦ 260K Β· πŸ“‹ 1.5K - 17% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/h5py/h5py @@ -383,31 +395,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install h5py ``` -- [Conda](https://anaconda.org/conda-forge/h5py): +- [Conda](https://anaconda.org/conda-forge/h5py) (πŸ“₯ 15M Β· ⏱️ 13.12.2023): ``` conda install -c conda-forge h5py ```
-
polars (πŸ₯ˆ38 Β· ⭐ 25K Β· πŸ“‰) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT - -- [GitHub](https://github.com/pola-rs/polars) (πŸ‘¨β€πŸ’» 380 Β· πŸ”€ 1.5K Β· πŸ“₯ 460 Β· πŸ“¦ 4 Β· πŸ“‹ 7K - 21% open Β· ⏱️ 28.03.2024): - - ``` - git clone https://github.com/pola-rs/polars - ``` -- [PyPi](https://pypi.org/project/polars) (πŸ“₯ 4.7M / month): - ``` - pip install polars - ``` -
Modin (πŸ₯ˆ37 Β· ⭐ 9.4K) - Modin: Scale your Pandas workflows by changing a single line of.. Apache-2 -- [GitHub](https://github.com/modin-project/modin) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 640 Β· πŸ“₯ 200K Β· πŸ“¦ 1.4K Β· πŸ“‹ 4.1K - 17% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/modin-project/modin) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 640 Β· πŸ“₯ 200K Β· πŸ“¦ 1.4K Β· πŸ“‹ 4.1K - 17% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/modin-project/modin ``` -- [PyPi](https://pypi.org/project/modin) (πŸ“₯ 880K / month Β· πŸ“¦ 35 Β· ⏱️ 07.03.2024): +- [PyPi](https://pypi.org/project/modin) (πŸ“₯ 930K / month Β· πŸ“¦ 35 Β· ⏱️ 07.03.2024): ``` pip install modin ``` @@ -418,12 +418,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
zarr (πŸ₯ˆ36 Β· ⭐ 1.3K) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT -- [GitHub](https://github.com/zarr-developers/zarr-python) (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 250 Β· πŸ“¦ 3.5K Β· πŸ“‹ 690 - 40% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/zarr-developers/zarr-python) (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 250 Β· πŸ“¦ 3.5K Β· πŸ“‹ 690 - 40% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/zarr-developers/zarr-python ``` -- [PyPi](https://pypi.org/project/zarr) (πŸ“₯ 590K / month Β· πŸ“¦ 540 Β· ⏱️ 06.03.2024): +- [PyPi](https://pypi.org/project/zarr) (πŸ“₯ 570K / month Β· πŸ“¦ 540 Β· ⏱️ 06.03.2024): ``` pip install zarr ``` @@ -434,7 +434,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
PyTables (πŸ₯ˆ35 Β· ⭐ 1.3K) - A Python package to manage extremely large amounts of data. BSD-3 -- [GitHub](https://github.com/PyTables/PyTables) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 270 Β· πŸ“₯ 180 Β· πŸ“‹ 720 - 23% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/PyTables/PyTables) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 270 Β· πŸ“₯ 180 Β· πŸ“‹ 720 - 23% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/PyTables/PyTables @@ -443,7 +443,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install tables ``` -- [Conda](https://anaconda.org/conda-forge/pytables): +- [Conda](https://anaconda.org/conda-forge/pytables) (πŸ“₯ 7M Β· ⏱️ 04.12.2023): ``` conda install -c conda-forge pytables ``` @@ -455,7 +455,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/jina-ai/docarray ``` -- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 82K / month Β· πŸ“¦ 52 Β· ⏱️ 22.12.2023): +- [PyPi](https://pypi.org/project/docarray) (πŸ“₯ 84K / month Β· πŸ“¦ 52 Β· ⏱️ 22.12.2023): ``` pip install docarray ``` @@ -466,12 +466,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
numexpr (πŸ₯ˆ34 Β· ⭐ 2.1K) - Fast numerical array expression evaluator for Python, NumPy, Pandas,.. MIT -- [GitHub](https://github.com/pydata/numexpr) (πŸ‘¨β€πŸ’» 74 Β· πŸ”€ 200 Β· πŸ“₯ 600 Β· πŸ“‹ 430 - 14% open Β· ⏱️ 15.03.2024): +- [GitHub](https://github.com/pydata/numexpr) (πŸ‘¨β€πŸ’» 75 Β· πŸ”€ 200 Β· πŸ“₯ 610 Β· πŸ“‹ 370 - 0% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/pydata/numexpr ``` -- [PyPi](https://pypi.org/project/numexpr) (πŸ“₯ 5M / month Β· πŸ“¦ 3.3K Β· ⏱️ 26.01.2024): +- [PyPi](https://pypi.org/project/numexpr) (πŸ“₯ 4.1M / month Β· πŸ“¦ 3.3K Β· ⏱️ 02.04.2024): ``` pip install numexpr ``` @@ -482,12 +482,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pandera (πŸ₯ˆ33 Β· ⭐ 2.9K) - A light-weight, flexible, and expressive statistical data testing.. MIT -- [GitHub](https://github.com/unionai-oss/pandera) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 260 Β· πŸ“¦ 1.4K Β· πŸ“‹ 740 - 41% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/unionai-oss/pandera) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 260 Β· πŸ“¦ 1.4K Β· πŸ“‹ 740 - 40% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/pandera-dev/pandera ``` -- [PyPi](https://pypi.org/project/pandera) (πŸ“₯ 2.3M / month Β· πŸ“¦ 110 Β· ⏱️ 15.03.2024): +- [PyPi](https://pypi.org/project/pandera) (πŸ“₯ 2.5M / month Β· πŸ“¦ 110 Β· ⏱️ 15.03.2024): ``` pip install pandera ``` @@ -503,7 +503,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/msiemens/tinydb ``` -- [PyPi](https://pypi.org/project/tinydb) (πŸ“₯ 600K / month Β· πŸ“¦ 950 Β· ⏱️ 12.06.2023): +- [PyPi](https://pypi.org/project/tinydb) (πŸ“₯ 590K / month Β· πŸ“¦ 950 Β· ⏱️ 12.06.2023): ``` pip install tinydb ``` @@ -512,58 +512,46 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge tinydb ```
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Koalas (πŸ₯ˆ32 Β· ⭐ 3.3K) - Koalas: pandas API on Apache Spark. Apache-2 spark +
Koalas (πŸ₯ˆ32 Β· ⭐ 3.3K Β· πŸ’€) - Koalas: pandas API on Apache Spark. Apache-2 spark - [GitHub](https://github.com/databricks/koalas) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 350 Β· πŸ“₯ 1K Β· πŸ“¦ 330 Β· πŸ“‹ 600 - 18% open Β· ⏱️ 21.09.2023): ``` git clone https://github.com/databricks/koalas ``` -- [PyPi](https://pypi.org/project/koalas) (πŸ“₯ 1.6M / month Β· πŸ“¦ 17 Β· ⏱️ 19.10.2021): +- [PyPi](https://pypi.org/project/koalas) (πŸ“₯ 1.7M / month Β· πŸ“¦ 17 Β· ⏱️ 19.10.2021): ``` pip install koalas ``` -- [Conda](https://anaconda.org/conda-forge/koalas): +- [Conda](https://anaconda.org/conda-forge/koalas) (πŸ“₯ 330K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge koalas ```
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Bottleneck (πŸ₯ˆ32 Β· ⭐ 990) - Fast NumPy array functions written in C. BSD-2 +
Bottleneck (πŸ₯ˆ32 Β· ⭐ 1K) - Fast NumPy array functions written in C. BSD-2 - [GitHub](https://github.com/pydata/bottleneck) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 100 Β· πŸ“¦ 47K Β· πŸ“‹ 240 - 20% open Β· ⏱️ 25.02.2024): ``` git clone https://github.com/pydata/bottleneck ``` -- [PyPi](https://pypi.org/project/Bottleneck) (πŸ“₯ 980K / month Β· πŸ“¦ 1.7K Β· ⏱️ 25.02.2024): +- [PyPi](https://pypi.org/project/Bottleneck) (πŸ“₯ 970K / month Β· πŸ“¦ 1.7K Β· ⏱️ 25.02.2024): ``` pip install Bottleneck ``` -- [Conda](https://anaconda.org/conda-forge/bottleneck) (πŸ“₯ 3.9M Β· ⏱️ 26.02.2024): +- [Conda](https://anaconda.org/conda-forge/bottleneck) (πŸ“₯ 4M Β· ⏱️ 26.02.2024): ``` conda install -c conda-forge bottleneck ```
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datasketch (πŸ₯‰31 Β· ⭐ 2.3K) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT - -- [GitHub](https://github.com/ekzhu/datasketch) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 280 Β· πŸ“₯ 22 Β· πŸ“¦ 1.1K Β· πŸ“‹ 160 - 30% open Β· ⏱️ 26.03.2024): - - ``` - git clone https://github.com/ekzhu/datasketch - ``` -- [PyPi](https://pypi.org/project/datasketch) (πŸ“₯ 2.1M / month Β· πŸ“¦ 69 Β· ⏱️ 03.10.2023): - ``` - pip install datasketch - ``` -
Vaex (πŸ₯‰30 Β· ⭐ 8.2K Β· πŸ’€) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML,.. MIT -- [GitHub](https://github.com/vaexio/vaex) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 590 Β· πŸ“₯ 280 Β· πŸ“¦ 700 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“¦ 710 Β· πŸ“‹ 1.3K - 39% open Β· ⏱️ 21.07.2023): ``` git clone https://github.com/vaexio/vaex ``` -- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 21K / month Β· πŸ“¦ 34 Β· ⏱️ 21.07.2023): +- [PyPi](https://pypi.org/project/vaex) (πŸ“₯ 21K / month Β· πŸ“¦ 35 Β· ⏱️ 21.07.2023): ``` pip install vaex ``` @@ -572,6 +560,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge vaex ```
+
datasketch (πŸ₯‰30 Β· ⭐ 2.3K) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT + +- [GitHub](https://github.com/ekzhu/datasketch) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 280 Β· πŸ“₯ 23 Β· πŸ“¦ 1.2K Β· πŸ“‹ 160 - 30% open Β· ⏱️ 26.03.2024): + + ``` + git clone https://github.com/ekzhu/datasketch + ``` +- [PyPi](https://pypi.org/project/datasketch) (πŸ“₯ 2.5M / month Β· πŸ“¦ 69 Β· ⏱️ 03.10.2023): + ``` + pip install datasketch + ``` +
datatable (πŸ₯‰28 Β· ⭐ 1.8K) - A Python package for manipulating 2-dimensional tabular data.. MPL-2.0 - [GitHub](https://github.com/h2oai/datatable) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 150 Β· πŸ“₯ 2.3K Β· πŸ“‹ 1.5K - 11% open Β· ⏱️ 01.12.2023): @@ -579,7 +579,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/h2oai/datatable ``` -- [PyPi](https://pypi.org/project/datatable) (πŸ“₯ 54K / month Β· πŸ“¦ 29 Β· ⏱️ 01.12.2023): +- [PyPi](https://pypi.org/project/datatable) (πŸ“₯ 51K / month Β· πŸ“¦ 29 Β· ⏱️ 01.12.2023): ``` pip install datatable ``` @@ -590,12 +590,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
StaticFrame (πŸ₯‰28 Β· ⭐ 400) - Immutable and statically-typeable DataFrames with runtime type and.. MIT -- [GitHub](https://github.com/static-frame/static-frame) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 33 Β· πŸ“¦ 21 Β· πŸ“‹ 620 - 6% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/static-frame/static-frame) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 33 Β· πŸ“¦ 21 Β· πŸ“‹ 620 - 7% open Β· ⏱️ 26.03.2024): ``` git clone https://github.com/InvestmentSystems/static-frame ``` -- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 5.4K / month Β· πŸ“¦ 2 Β· ⏱️ 25.03.2024): +- [PyPi](https://pypi.org/project/static-frame) (πŸ“₯ 5.2K / month Β· πŸ“¦ 2 Β· ⏱️ 25.03.2024): ``` pip install static-frame ``` @@ -606,16 +606,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
PandaralΒ·lel (πŸ₯‰27 Β· ⭐ 3.5K) - A simple and efficient tool to parallelize Pandas.. BSD-3 jupyter -- [GitHub](https://github.com/nalepae/pandarallel) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 200 Β· πŸ“‹ 210 - 38% open Β· ⏱️ 16.02.2024): +- [GitHub](https://github.com/nalepae/pandarallel) (πŸ‘¨β€πŸ’» 26 Β· πŸ”€ 200 Β· πŸ“‹ 210 - 39% open Β· ⏱️ 16.02.2024): ``` git clone https://github.com/nalepae/pandarallel ``` -- [PyPi](https://pypi.org/project/pandarallel) (πŸ“₯ 530K / month Β· πŸ“¦ 51 Β· ⏱️ 02.05.2023): +- [PyPi](https://pypi.org/project/pandarallel) (πŸ“₯ 650K / month Β· πŸ“¦ 51 Β· ⏱️ 02.05.2023): ``` pip install pandarallel ``` -- [Conda](https://anaconda.org/conda-forge/pandarallel) (πŸ“₯ 81K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/pandarallel) (πŸ“₯ 84K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge pandarallel ``` @@ -627,7 +627,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/jmcarpenter2/swifter ``` -- [PyPi](https://pypi.org/project/swifter) (πŸ“₯ 490K / month Β· πŸ“¦ 46 Β· ⏱️ 31.07.2023): +- [PyPi](https://pypi.org/project/swifter) (πŸ“₯ 480K / month Β· πŸ“¦ 46 Β· ⏱️ 31.07.2023): ``` pip install swifter ``` @@ -638,12 +638,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Pandas Summary (πŸ₯‰25 Β· ⭐ 490) - Engine for ML/Data tracking, visualization,.. Apache-2 -- [GitHub](https://github.com/polyaxon/traceml) (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 43 Β· πŸ“‹ 14 - 42% open Β· ⏱️ 29.02.2024): +- [GitHub](https://github.com/polyaxon/traceml) (πŸ‘¨β€πŸ’» 99 Β· πŸ”€ 43 Β· πŸ“‹ 14 - 42% open Β· ⏱️ 31.03.2024): ``` git clone https://github.com/polyaxon/datatile ``` -- [PyPi](https://pypi.org/project/pandas-summary) (πŸ“₯ 92K / month Β· πŸ“¦ 57 Β· ⏱️ 25.11.2021): +- [PyPi](https://pypi.org/project/pandas-summary) (πŸ“₯ 94K / month Β· πŸ“¦ 57 Β· ⏱️ 25.11.2021): ``` pip install pandas-summary ``` @@ -655,7 +655,7 @@ _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“₯ 26K / month Β· πŸ“¦ 100 Β· ⏱️ 14.01.2019): +- [PyPi](https://pypi.org/project/pickledb) (πŸ“₯ 19K / month Β· πŸ“¦ 100 Β· ⏱️ 14.01.2019): ``` pip install pickledb ``` @@ -678,36 +678,36 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
pyrsistent (πŸ₯‡36 Β· ⭐ 2K) - Persistent/Immutable/Functional data structures for Python. MIT +
python-sortedcontainers (πŸ₯‡34 Β· ⭐ 3.2K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2 -- [GitHub](https://github.com/tobgu/pyrsistent) (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 140 Β· πŸ“¦ 330K Β· πŸ“‹ 180 - 13% open Β· ⏱️ 25.10.2023): +- [GitHub](https://github.com/grantjenks/python-sortedcontainers) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 190 Β· πŸ“‹ 190 - 13% open Β· ⏱️ 01.03.2024): ``` - git clone https://github.com/tobgu/pyrsistent + git clone https://github.com/grantjenks/python-sortedcontainers ``` -- [PyPi](https://pypi.org/project/pyrsistent) (πŸ“₯ 44M / month Β· πŸ“¦ 2.4K Β· ⏱️ 25.10.2023): +- [PyPi](https://pypi.org/project/sortedcontainers) (πŸ“₯ 50M / month Β· πŸ“¦ 2.3K Β· ⏱️ 16.05.2021): ``` - pip install pyrsistent + pip install sortedcontainers ``` -- [Conda](https://anaconda.org/conda-forge/pyrsistent) (πŸ“₯ 21M Β· ⏱️ 31.10.2023): +- [Conda](https://anaconda.org/conda-forge/sortedcontainers) (πŸ“₯ 12M Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge pyrsistent + conda install -c conda-forge sortedcontainers ```
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python-sortedcontainers (πŸ₯‡34 Β· ⭐ 3.2K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2 +
pyrsistent (πŸ₯‡34 Β· ⭐ 2K) - Persistent/Immutable/Functional data structures for Python. MIT -- [GitHub](https://github.com/grantjenks/python-sortedcontainers) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 190 Β· πŸ“‹ 190 - 13% open Β· ⏱️ 01.03.2024): +- [GitHub](https://github.com/tobgu/pyrsistent) (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 140 Β· πŸ“¦ 330K Β· πŸ“‹ 180 - 13% open Β· ⏱️ 25.10.2023): ``` - git clone https://github.com/grantjenks/python-sortedcontainers + git clone https://github.com/tobgu/pyrsistent ``` -- [PyPi](https://pypi.org/project/sortedcontainers) (πŸ“₯ 49M / month Β· πŸ“¦ 2.3K Β· ⏱️ 16.05.2021): +- [PyPi](https://pypi.org/project/pyrsistent) (πŸ“₯ 43M / month Β· πŸ“¦ 2.4K Β· ⏱️ 25.10.2023): ``` - pip install sortedcontainers + pip install pyrsistent ``` -- [Conda](https://anaconda.org/conda-forge/sortedcontainers) (πŸ“₯ 12M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/pyrsistent) (πŸ“₯ 21M Β· ⏱️ 31.10.2023): ``` - conda install -c conda-forge sortedcontainers + conda install -c conda-forge pyrsistent ```
multidict (πŸ₯ˆ33 Β· ⭐ 390) - The multidict implementation. Apache-2 @@ -728,12 +728,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
bidict (πŸ₯ˆ32 Β· ⭐ 1.4K) - The bidirectional mapping library for Python. MPL-2.0 -- [GitHub](https://github.com/jab/bidict) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 63 Β· πŸ“₯ 40 Β· πŸ“¦ 23K Β· πŸ“‹ 60 - 1% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/jab/bidict) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 63 Β· πŸ“₯ 49 Β· πŸ“¦ 24K Β· πŸ“‹ 61 - 3% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/jab/bidict ``` -- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 2.3M / month Β· πŸ“¦ 540 Β· ⏱️ 18.02.2024): +- [PyPi](https://pypi.org/project/bidict) (πŸ“₯ 2.2M / month Β· πŸ“¦ 540 Β· ⏱️ 18.02.2024): ``` pip install bidict ``` @@ -758,30 +758,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge anytree ```
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glom (πŸ₯ˆ29 Β· ⭐ 1.8K) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3 - -- [GitHub](https://github.com/mahmoud/glom) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 59 Β· πŸ“¦ 1.4K Β· πŸ“‹ 190 - 59% open Β· ⏱️ 12.01.2024): - - ``` - git clone https://github.com/mahmoud/glom - ``` -- [PyPi](https://pypi.org/project/glom) (πŸ“₯ 2.2M / month Β· πŸ“¦ 130 Β· ⏱️ 27.11.2023): - ``` - pip install glom - ``` -- [Conda](https://anaconda.org/conda-forge/glom) (πŸ“₯ 31K Β· ⏱️ 27.11.2023): - ``` - conda install -c conda-forge glom - ``` -
python-benedict (πŸ₯ˆ29 Β· ⭐ 1.4K) - dict subclass with keylist/keypath support, built-in I/O.. MIT -- [GitHub](https://github.com/fabiocaccamo/python-benedict) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 48 Β· πŸ“¦ 1.6K Β· πŸ“‹ 100 - 8% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/fabiocaccamo/python-benedict) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 48 Β· πŸ“¦ 1.6K Β· πŸ“‹ 100 - 8% open Β· ⏱️ 01.04.2024): ``` git clone https://github.com/fabiocaccamo/python-benedict ``` -- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 610K / month Β· πŸ“¦ 42 Β· ⏱️ 04.03.2024): +- [PyPi](https://pypi.org/project/python-benedict) (πŸ“₯ 590K / month Β· πŸ“¦ 42 Β· ⏱️ 04.03.2024): ``` pip install python-benedict ``` @@ -792,12 +776,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
munch (πŸ₯‰28 Β· ⭐ 750 Β· πŸ’€) - A Munch is a Python dictionary that provides attribute-style access (a.. MIT -- [GitHub](https://github.com/Infinidat/munch) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 83 Β· πŸ“‹ 47 - 17% open Β· ⏱️ 01.07.2023): +- [GitHub](https://github.com/Infinidat/munch) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 83 Β· πŸ“‹ 48 - 18% open Β· ⏱️ 01.07.2023): ``` git clone https://github.com/Infinidat/munch ``` -- [PyPi](https://pypi.org/project/munch) (πŸ“₯ 2M / month Β· πŸ“¦ 880 Β· ⏱️ 01.07.2023): +- [PyPi](https://pypi.org/project/munch) (πŸ“₯ 2.1M / month Β· πŸ“¦ 890 Β· ⏱️ 01.07.2023): ``` pip install munch ``` @@ -813,7 +797,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/aio-libs/janus ``` -- [PyPi](https://pypi.org/project/janus) (πŸ“₯ 870K / month Β· πŸ“¦ 120 Β· ⏱️ 17.12.2021): +- [PyPi](https://pypi.org/project/janus) (πŸ“₯ 830K / month Β· πŸ“¦ 120 Β· ⏱️ 17.12.2021): ``` pip install janus ``` @@ -829,7 +813,7 @@ _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“₯ 1M / month Β· πŸ“¦ 120 Β· ⏱️ 14.08.2023): +- [PyPi](https://pypi.org/project/immutables) (πŸ“₯ 1.1M / month Β· πŸ“¦ 120 Β· ⏱️ 14.08.2023): ``` pip install immutables ``` @@ -845,7 +829,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/cdgriffith/Box ``` -- [PyPi](https://pypi.org/project/python-box) (πŸ“₯ 3.2M / month Β· πŸ“¦ 370 Β· ⏱️ 26.08.2023): +- [PyPi](https://pypi.org/project/python-box) (πŸ“₯ 3.1M / month Β· πŸ“¦ 370 Β· ⏱️ 26.08.2023): ``` pip install python-box ``` @@ -854,11 +838,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge python-box ```
-
Show 4 hidden projects... +
Show 5 hidden projects... - addict (πŸ₯ˆ29 Β· ⭐ 2.4K Β· πŸ’€) - The Python Dict thats better than heroin. MIT - sqlitedict (πŸ₯ˆ29 Β· ⭐ 1.1K Β· πŸ’€) - Persistent dict, backed by sqlite3 and pickle, multithread-.. Apache-2 - ordered-set (πŸ₯‰28 Β· ⭐ 200 Β· πŸ’€) - A mutable set that remembers the order of its entries. One of.. MIT +- glom (πŸ₯‰24 Β· ⭐ 1.8K) - Pythons nested data operator (and CLI), for all your declarative.. ❗Unlicensed - cleverdict (πŸ₯‰16 Β· ⭐ 98 Β· πŸ’€) - A JSON-friendly data structure which allows both object attributes.. MIT

@@ -869,12 +854,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pydantic (πŸ₯‡45 Β· ⭐ 18K) - Data validation using Python type hints. MIT -- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 500 Β· πŸ”€ 1.6K Β· πŸ“¦ 370K Β· πŸ“‹ 3.9K - 8% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/pydantic/pydantic) (πŸ‘¨β€πŸ’» 500 Β· πŸ”€ 1.6K Β· πŸ“¦ 370K Β· πŸ“‹ 3.9K - 8% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/samuelcolvin/pydantic ``` -- [PyPi](https://pypi.org/project/pydantic) (πŸ“₯ 160M / month Β· πŸ“¦ 11K Β· ⏱️ 12.03.2024): +- [PyPi](https://pypi.org/project/pydantic) (πŸ“₯ 170M / month Β· πŸ“¦ 12K Β· ⏱️ 03.04.2024): ``` pip install pydantic ``` @@ -899,18 +884,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge jsonschema ```
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validators (πŸ₯ˆ34 Β· ⭐ 900) - Python Data Validation for Humans. MIT +
validators (πŸ₯ˆ35 Β· ⭐ 900) - Python Data Validation for Humans. MIT -- [GitHub](https://github.com/python-validators/validators) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 140 Β· πŸ“₯ 24 Β· πŸ“¦ 110K Β· πŸ“‹ 170 - 9% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/python-validators/validators) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 140 Β· πŸ“₯ 24 Β· πŸ“¦ 110K Β· πŸ“‹ 170 - 1% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/kvesteri/validators ``` -- [PyPi](https://pypi.org/project/validators) (πŸ“₯ 8.2M / month Β· πŸ“¦ 1.9K Β· ⏱️ 24.03.2024): +- [PyPi](https://pypi.org/project/validators) (πŸ“₯ 7.7M / month Β· πŸ“¦ 1.9K Β· ⏱️ 04.04.2024): ``` pip install validators ``` -- [Conda](https://anaconda.org/conda-forge/validators) (πŸ“₯ 580K Β· ⏱️ 24.03.2024): +- [Conda](https://anaconda.org/conda-forge/validators) (πŸ“₯ 580K Β· ⏱️ 04.04.2024): ``` conda install -c conda-forge validators ``` @@ -922,7 +907,7 @@ _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“₯ 5.5M / month Β· πŸ“¦ 1.2K Β· ⏱️ 09.08.2023): +- [PyPi](https://pypi.org/project/cerberus) (πŸ“₯ 4.8M / month Β· πŸ“¦ 1.2K Β· ⏱️ 09.08.2023): ``` pip install cerberus ``` @@ -942,7 +927,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install schema ``` -- [Conda](https://anaconda.org/conda-forge/schema) (πŸ“₯ 140K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/schema) (πŸ“₯ 150K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge schema ``` @@ -954,7 +939,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/alecthomas/voluptuous ``` -- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 3.1M / month Β· πŸ“¦ 1.4K Β· ⏱️ 03.02.2024): +- [PyPi](https://pypi.org/project/voluptuous) (πŸ“₯ 3M / month Β· πŸ“¦ 1.4K Β· ⏱️ 03.02.2024): ``` pip install voluptuous ``` @@ -965,12 +950,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
param (πŸ₯‰31 Β· ⭐ 390) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3 -- [GitHub](https://github.com/holoviz/param) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 66 Β· πŸ“¦ 10K Β· πŸ“‹ 440 - 34% open Β· ⏱️ 22.03.2024): +- [GitHub](https://github.com/holoviz/param) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 66 Β· πŸ“¦ 10K Β· πŸ“‹ 440 - 33% open Β· ⏱️ 22.03.2024): ``` git clone https://github.com/holoviz/param ``` -- [PyPi](https://pypi.org/project/param) (πŸ“₯ 610K / month Β· πŸ“¦ 160 Β· ⏱️ 22.03.2024): +- [PyPi](https://pypi.org/project/param) (πŸ“₯ 550K / month Β· πŸ“¦ 160 Β· ⏱️ 22.03.2024): ``` pip install param ``` @@ -979,7 +964,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge param ```
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python-email-validator (πŸ₯‰29 Β· ⭐ 990) - A robust email syntax and deliverability validation.. Unlicense +
python-email-validator (πŸ₯‰29 Β· ⭐ 1K) - A robust email syntax and deliverability validation.. Unlicense - [GitHub](https://github.com/JoshData/python-email-validator) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 150 Β· πŸ“‹ 93 - 11% open Β· ⏱️ 27.02.2024): @@ -990,7 +975,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install email-validator ``` -- [Conda](https://anaconda.org/conda-forge/email-validator) (πŸ“₯ 150K Β· ⏱️ 27.02.2024): +- [Conda](https://anaconda.org/conda-forge/email-validator) (πŸ“₯ 160K Β· ⏱️ 27.02.2024): ``` conda install -c conda-forge email-validator ``` @@ -1013,7 +998,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
dirty-equals (πŸ₯‰22 Β· ⭐ 760) - Doing dirty (but extremely useful) things with equals. MIT -- [GitHub](https://github.com/samuelcolvin/dirty-equals) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 35 Β· πŸ“¦ 290 Β· πŸ“‹ 32 - 40% open Β· ⏱️ 15.11.2023): +- [GitHub](https://github.com/samuelcolvin/dirty-equals) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 35 Β· πŸ“¦ 300 Β· πŸ“‹ 32 - 40% open Β· ⏱️ 15.11.2023): ``` git clone https://github.com/samuelcolvin/dirty-equals @@ -1034,7 +1019,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/seandstewart/typical ``` -- [PyPi](https://pypi.org/project/typical) (πŸ“₯ 1.4K / month Β· πŸ“¦ 4 Β· ⏱️ 20.07.2019): +- [PyPi](https://pypi.org/project/typical) (πŸ“₯ 890 / month Β· πŸ“¦ 4 Β· ⏱️ 20.07.2019): ``` pip install typical ``` @@ -1043,14 +1028,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge typical ```
-
validr (πŸ₯‰18 Β· ⭐ 210) - A simple, fast, extensible python library for data validation. MIT +
validr (πŸ₯‰17 Β· ⭐ 210) - A simple, fast, extensible python library for data validation. MIT - [GitHub](https://github.com/guyskk/validr) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 12 Β· πŸ“‹ 25 - 12% open Β· ⏱️ 23.12.2023): ``` git clone https://github.com/guyskk/validr ``` -- [PyPi](https://pypi.org/project/validr) (πŸ“₯ 1.1K / month Β· πŸ“¦ 6 Β· ⏱️ 13.12.2023): +- [PyPi](https://pypi.org/project/validr) (πŸ“₯ 800 / month Β· πŸ“¦ 6 Β· ⏱️ 13.12.2023): ``` pip install validr ``` @@ -1069,14 +1054,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ πŸ”— python-patterns ( ⭐ 39K Β· πŸ’€) - Collection of design patterns/idioms in Python. -
transitions (πŸ₯‡30 Β· ⭐ 5.3K) - A lightweight, object-oriented finite state machine implementation.. MIT +
transitions (πŸ₯‡30 Β· ⭐ 5.3K Β· πŸ’€) - A lightweight, object-oriented finite state machine.. MIT - [GitHub](https://github.com/pytransitions/transitions) (πŸ‘¨β€πŸ’» 76 Β· πŸ”€ 520 Β· πŸ“¦ 3.4K Β· πŸ“‹ 450 - 4% open Β· ⏱️ 20.09.2023): ``` git clone https://github.com/pytransitions/transitions ``` -- [PyPi](https://pypi.org/project/transitions) (πŸ“₯ 630K / month Β· πŸ“¦ 280 Β· ⏱️ 02.09.2022): +- [PyPi](https://pypi.org/project/transitions) (πŸ“₯ 610K / month Β· πŸ“¦ 280 Β· ⏱️ 02.09.2022): ``` pip install transitions ``` @@ -1092,7 +1077,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/keon/algorithms ``` -- [PyPi](https://pypi.org/project/algorithms) (πŸ“₯ 1.9K / month Β· πŸ“¦ 16 Β· ⏱️ 04.10.2020): +- [PyPi](https://pypi.org/project/algorithms) (πŸ“₯ 1.6K / month Β· πŸ“¦ 16 Β· ⏱️ 04.10.2020): ``` pip install algorithms ``` @@ -1111,14 +1096,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
arrow (πŸ₯‡39 Β· ⭐ 8.5K) - Better dates & times for Python. Apache-2 +
arrow (πŸ₯‡39 Β· ⭐ 8.5K Β· πŸ’€) - Better dates & times for Python. Apache-2 -- [GitHub](https://github.com/arrow-py/arrow) (πŸ‘¨β€πŸ’» 270 Β· πŸ”€ 670 Β· πŸ“¦ 97K 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“¦ 98K Β· πŸ“‹ 500 - 19% open Β· ⏱️ 30.09.2023): ``` git clone https://github.com/arrow-py/arrow ``` -- [PyPi](https://pypi.org/project/arrow) (πŸ“₯ 30M / month Β· πŸ“¦ 4.9K Β· ⏱️ 30.09.2023): +- [PyPi](https://pypi.org/project/arrow) (πŸ“₯ 29M / month Β· πŸ“¦ 4.9K Β· ⏱️ 30.09.2023): ``` pip install arrow ``` @@ -1145,7 +1130,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pendulum (πŸ₯ˆ36 Β· ⭐ 6K) - Python datetimes made easy. MIT -- [GitHub](https://github.com/sdispater/pendulum) (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 390 Β· πŸ“₯ 630 Β· πŸ“¦ 26K Β· πŸ“‹ 550 - 41% open Β· ⏱️ 16.12.2023): +- [GitHub](https://github.com/sdispater/pendulum) (πŸ‘¨β€πŸ’» 96 Β· πŸ”€ 390 Β· πŸ“₯ 630 Β· πŸ“¦ 27K Β· πŸ“‹ 550 - 41% open Β· ⏱️ 16.12.2023): ``` git clone https://github.com/sdispater/pendulum @@ -1159,7 +1144,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pendulum ```
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dateparser (πŸ₯ˆ36 Β· ⭐ 2.4K) - python parser for human readable dates. BSD-3 +
dateparser (πŸ₯ˆ36 Β· ⭐ 2.5K) - python parser for human readable dates. BSD-3 - [GitHub](https://github.com/scrapinghub/dateparser) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 460 Β· πŸ“¦ 27K Β· πŸ“‹ 700 - 45% open Β· ⏱️ 05.03.2024): @@ -1175,18 +1160,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge dateparser ```
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pytz (πŸ₯ˆ36 Β· ⭐ 310) - pytz Python historical timezone library and database. MIT +
pytz (πŸ₯‰35 Β· ⭐ 310) - pytz Python historical timezone library and database. MIT -- [GitHub](https://github.com/stub42/pytz) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 82 Β· πŸ“₯ 26 Β· πŸ“¦ 1.9M Β· πŸ“‹ 87 - 36% open Β· ⏱️ 02.02.2024): +- [GitHub](https://github.com/stub42/pytz) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 82 Β· πŸ“₯ 29 Β· πŸ“¦ 1.9M Β· πŸ“‹ 87 - 36% open Β· ⏱️ 02.02.2024): ``` git clone https://github.com/stub42/pytz ``` -- [PyPi](https://pypi.org/project/pytz) (πŸ“₯ 180M / month Β· πŸ“¦ 84K Β· ⏱️ 02.02.2024): +- [PyPi](https://pypi.org/project/pytz) (πŸ“₯ 170M / month Β· πŸ“¦ 84K Β· ⏱️ 02.02.2024): ``` pip install pytz ``` -- [Conda](https://anaconda.org/conda-forge/pytz) (πŸ“₯ 50M Β· ⏱️ 02.02.2024): +- [Conda](https://anaconda.org/conda-forge/pytz) (πŸ“₯ 51M Β· ⏱️ 02.02.2024): ``` conda install -c conda-forge pytz ``` @@ -1198,11 +1183,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/dr-prodigy/python-holidays ``` -- [PyPi](https://pypi.org/project/holidays) (πŸ“₯ 6.9M / month Β· πŸ“¦ 470 Β· ⏱️ 18.03.2024): +- [PyPi](https://pypi.org/project/holidays) (πŸ“₯ 6.8M / month Β· πŸ“¦ 470 Β· ⏱️ 01.04.2024): ``` pip install holidays ``` -- [Conda](https://anaconda.org/conda-forge/holidays) (πŸ“₯ 3.8M Β· ⏱️ 19.03.2024): +- [Conda](https://anaconda.org/conda-forge/holidays) (πŸ“₯ 3.8M Β· ⏱️ 01.04.2024): ``` conda install -c conda-forge holidays ``` @@ -1234,41 +1219,41 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
filesystem_spec (πŸ₯‡39 Β· ⭐ 750) - A specification that python filesystems should adhere to. BSD-3 +
watchdog (πŸ₯‡38 Β· ⭐ 6.2K) - Python library and shell utilities to monitor filesystem events. Apache-2 -- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 320 Β· πŸ“¦ 100K Β· πŸ“‹ 640 - 34% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/gorakhargosh/watchdog) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 690 Β· πŸ“¦ 140K Β· πŸ“‹ 640 - 28% open Β· ⏱️ 12.02.2024): ``` - git clone https://github.com/fsspec/filesystem_spec + git clone https://github.com/gorakhargosh/watchdog ``` -- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 250M / month): +- [PyPi](https://pypi.org/project/watchdog) (πŸ“₯ 20M / month Β· πŸ“¦ 8.3K Β· ⏱️ 06.02.2024): ``` - pip install fsspec + pip install watchdog ``` -- [Conda](https://anaconda.org/conda-forge/fsspec) (πŸ“₯ 16M Β· ⏱️ 19.03.2024): +- [Conda](https://anaconda.org/conda-forge/watchdog) (πŸ“₯ 2.8M Β· ⏱️ 07.02.2024): ``` - conda install -c conda-forge fsspec + conda install -c conda-forge watchdog ```
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watchdog (πŸ₯ˆ38 Β· ⭐ 6.2K) - Python library and shell utilities to monitor filesystem events. Apache-2 +
filesystem_spec (πŸ₯‡38 Β· ⭐ 760) - A specification that python filesystems should adhere to. BSD-3 -- [GitHub](https://github.com/gorakhargosh/watchdog) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 690 Β· πŸ“¦ 140K Β· πŸ“‹ 640 - 28% open Β· ⏱️ 12.02.2024): +- [GitHub](https://github.com/fsspec/filesystem_spec) (πŸ‘¨β€πŸ’» 230 Β· πŸ”€ 320 Β· πŸ“¦ 110K Β· πŸ“‹ 640 - 34% open Β· ⏱️ 27.03.2024): ``` - git clone https://github.com/gorakhargosh/watchdog + git clone https://github.com/fsspec/filesystem_spec ``` -- [PyPi](https://pypi.org/project/watchdog) (πŸ“₯ 21M / month Β· πŸ“¦ 8.3K Β· ⏱️ 06.02.2024): +- [PyPi](https://pypi.org/project/fsspec) (πŸ“₯ 240M / month): ``` - pip install watchdog + pip install fsspec ``` -- [Conda](https://anaconda.org/conda-forge/watchdog) (πŸ“₯ 2.8M Β· ⏱️ 07.02.2024): +- [Conda](https://anaconda.org/conda-forge/fsspec) (πŸ“₯ 16M Β· ⏱️ 19.03.2024): ``` - conda install -c conda-forge watchdog + conda install -c conda-forge fsspec ```
filelock (πŸ₯ˆ35 Β· ⭐ 670) - A platform-independent file lock for Python. Unlicense -- [GitHub](https://github.com/tox-dev/filelock) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 95 Β· πŸ“¦ 410K Β· πŸ“‹ 110 - 13% open Β· ⏱️ 25.03.2024): +- [GitHub](https://github.com/tox-dev/filelock) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 96 Β· πŸ“¦ 420K Β· πŸ“‹ 110 - 13% open Β· ⏱️ 25.03.2024): ``` git clone https://github.com/tox-dev/py-filelock @@ -1289,23 +1274,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/Tinche/aiofiles ``` -- [PyPi](https://pypi.org/project/aiofiles) (πŸ“₯ 13M / month Β· πŸ“¦ 2.3K Β· ⏱️ 09.08.2023): +- [PyPi](https://pypi.org/project/aiofiles) (πŸ“₯ 14M / month Β· πŸ“¦ 2.3K Β· ⏱️ 09.08.2023): ``` pip install aiofiles ``` -- [Conda](https://anaconda.org/conda-forge/aiofiles) (πŸ“₯ 990K Β· ⏱️ 02.11.2023): +- [Conda](https://anaconda.org/conda-forge/aiofiles) (πŸ“₯ 1M Β· ⏱️ 02.11.2023): ``` conda install -c conda-forge aiofiles ```
scandir (πŸ₯‰30 Β· ⭐ 520 Β· πŸ’€) - Better directory iterator and faster os.walk(), now in the Python.. BSD-3 -- [GitHub](https://github.com/benhoyt/scandir) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 68 Β· πŸ“¦ 15K Β· πŸ“‹ 96 - 6% open Β· ⏱️ 29.08.2023): +- [GitHub](https://github.com/benhoyt/scandir) (πŸ‘¨β€πŸ’» 23 Β· πŸ”€ 69 Β· πŸ“¦ 15K Β· πŸ“‹ 96 - 6% open Β· ⏱️ 29.08.2023): ``` git clone https://github.com/benhoyt/scandir ``` -- [PyPi](https://pypi.org/project/scandir) (πŸ“₯ 3.4M / month Β· πŸ“¦ 2.2K Β· ⏱️ 09.03.2019): +- [PyPi](https://pypi.org/project/scandir) (πŸ“₯ 3.3M / month Β· πŸ“¦ 2.2K Β· ⏱️ 09.03.2019): ``` pip install scandir ``` @@ -1314,14 +1299,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge scandir ```
-
path (πŸ₯‰29 Β· ⭐ 1.1K) - Object-oriented file system path manipulation. MIT +
path (πŸ₯‰26 Β· ⭐ 1.1K) - Object-oriented file system path manipulation. MIT -- [GitHub](https://github.com/jaraco/path) (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 140 Β· πŸ“‹ 140 - 2% open Β· ⏱️ 07.02.2024): +- [GitHub](https://github.com/jaraco/path) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 140 Β· πŸ“‹ 140 - 1% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/jaraco/path ``` -- [PyPi](https://pypi.org/project/path) (πŸ“₯ 1.6M / month Β· πŸ“¦ 160 Β· ⏱️ 04.02.2024): +- [PyPi](https://pypi.org/project/path) (πŸ“₯ 1.5M / month): ``` pip install path ``` @@ -1334,8 +1319,8 @@ _General-purpose data containers as well as utilities & extensions for pandas._ - appdirs (πŸ₯ˆ32 Β· ⭐ 1K Β· πŸ’€) - A small Python module for determining appropriate platform-specific.. MIT - zipp (πŸ₯ˆ32 Β· ⭐ 48) - Backport of pathlib-compatible object wrapper for zip files. MIT -- pyfilesystem2 (πŸ₯‰29 Β· ⭐ 1.9K Β· πŸ’€) - Pythons Filesystem abstraction layer. MIT -- Unipath (πŸ₯‰22 Β· ⭐ 510 Β· πŸ’€) - An object-oriented approach to Python file/directory operations. MIT +- pyfilesystem2 (πŸ₯‰25 Β· ⭐ 1.9K Β· πŸ’€) - Pythons Filesystem abstraction layer. MIT +- Unipath (πŸ₯‰18 Β· ⭐ 510 Β· πŸ’€) - An object-oriented approach to Python file/directory.. ❗Unlicensed

@@ -1377,12 +1362,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
typing (πŸ₯ˆ35 Β· ⭐ 1.5K) - Python static typing home. Hosts the documentation and a user help.. Python-2.0 -- [GitHub](https://github.com/python/typing) (πŸ‘¨β€πŸ’» 97 Β· πŸ”€ 220 Β· πŸ“‹ 780 - 18% open Β· ⏱️ 16.03.2024): +- [GitHub](https://github.com/python/typing) (πŸ‘¨β€πŸ’» 97 Β· πŸ”€ 220 Β· πŸ“‹ 780 - 18% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/python/typing ``` -- [PyPi](https://pypi.org/project/typing) (πŸ“₯ 9M / month Β· πŸ“¦ 6.1K Β· ⏱️ 01.05.2021): +- [PyPi](https://pypi.org/project/typing) (πŸ“₯ 9.1M / month Β· πŸ“¦ 6.1K Β· ⏱️ 01.05.2021): ``` pip install typing ``` @@ -1393,10 +1378,10 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 4 hidden projects... -- contextlib2 (πŸ₯‰28 Β· ⭐ 37 Β· πŸ’€) - contextlib2 is a backport of the standard librarys contextlib.. ❗️psfrag - dataclasses (πŸ₯‰27 Β· ⭐ 580 Β· πŸ’€) - A backport of the dataclasses module for Python 3.6. Apache-2 - futures (πŸ₯‰27 Β· ⭐ 230 Β· πŸ’€) - Backport of the concurrent.futures package to Python 2.6 and 2.7. Python-2.0 - pathlib2 (πŸ₯‰27 Β· ⭐ 80 Β· πŸ’€) - Backport of pathlib aiming to support the full stdlib Python API. MIT +- contextlib2 (πŸ₯‰25 Β· ⭐ 37 Β· πŸ’€) - contextlib2 is a backport of the standard librarys.. ❗Unlicensed

@@ -1406,7 +1391,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
cryptography (πŸ₯‡47 Β· ⭐ 6.2K) - cryptography is a package designed to expose cryptographic.. Apache-2 -- [GitHub](https://github.com/pyca/cryptography) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.4K Β· πŸ“¦ 640K Β· πŸ“‹ 2.4K - 1% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/pyca/cryptography) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.4K Β· πŸ“¦ 650K Β· πŸ“‹ 2.4K - 1% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/pyca/cryptography @@ -1420,25 +1405,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge cryptography ```
-
pycryptodomex (πŸ₯ˆ39 Β· ⭐ 2.6K) - A self-contained cryptographic library for Python. BSD-3 - -- [GitHub](https://github.com/Legrandin/pycryptodome) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 470 Β· πŸ“₯ 370 Β· πŸ“¦ 92K Β· πŸ“‹ 580 - 10% open Β· ⏱️ 13.01.2024): - - ``` - git clone https://github.com/Legrandin/pycryptodome - ``` -- [PyPi](https://pypi.org/project/pycryptodomex) (πŸ“₯ 34M / month Β· πŸ“¦ 1.7K Β· ⏱️ 10.01.2024): - ``` - pip install pycryptodomex - ``` -- [Conda](https://anaconda.org/conda-forge/pycryptodomex) (πŸ“₯ 1.6M Β· ⏱️ 23.09.2023): - ``` - conda install -c conda-forge pycryptodomex - ``` -
tink (πŸ₯ˆ38 Β· ⭐ 13K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2 -- [GitHub](https://github.com/tink-crypto/tink) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.2K Β· πŸ“₯ 1.1K Β· πŸ“¦ 1K Β· πŸ“‹ 470 - 1% open Β· ⏱️ 13.03.2024): +- [GitHub](https://github.com/tink-crypto/tink) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.2K Β· πŸ“₯ 1.1K Β· πŸ“¦ 1K Β· πŸ“‹ 470 - 0% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/google/tink @@ -1447,51 +1416,35 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install tink ``` -- [npm](https://www.npmjs.com/package/tink-crypto) (πŸ“₯ 250 / month Β· πŸ“¦ 2 Β· ⏱️ 02.05.2023): +- [npm](https://www.npmjs.com/package/tink-crypto) (πŸ“₯ 210 / month Β· πŸ“¦ 2 Β· ⏱️ 02.05.2023): ``` npm install tink-crypto ```
-
keyring (πŸ₯‰37 Β· ⭐ 1.2K) - Store and access your passwords safely. MIT - -- [GitHub](https://github.com/jaraco/keyring) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 150 Β· πŸ“‹ 510 - 12% open Β· ⏱️ 23.03.2024): - - ``` - git clone https://github.com/jaraco/keyring - ``` -- [PyPi](https://pypi.org/project/keyring) (πŸ“₯ 55M / month Β· πŸ“¦ 4.4K Β· ⏱️ 23.03.2024): - ``` - pip install keyring - ``` -- [Conda](https://anaconda.org/conda-forge/keyring) (πŸ“₯ 4.4M Β· ⏱️ 24.03.2024): - ``` - conda install -c conda-forge keyring - ``` -
-
bcrypt (πŸ₯‰37 Β· ⭐ 1.1K) - Modern(-ish) password hashing for your software and your servers. Apache-2 +
bcrypt (πŸ₯‰35 Β· ⭐ 1.1K) - Modern(-ish) password hashing for your software and your servers. Apache-2 -- [GitHub](https://github.com/pyca/bcrypt) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 200 Β· πŸ“¦ 210K Β· πŸ“‹ 140 - 5% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/pyca/bcrypt) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 150 Β· πŸ“¦ 210K Β· πŸ“‹ 130 - 3% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/pyca/bcrypt ``` -- [PyPi](https://pypi.org/project/bcrypt) (πŸ“₯ 56M / month Β· πŸ“¦ 8.2K Β· ⏱️ 15.12.2023): +- [PyPi](https://pypi.org/project/bcrypt) (πŸ“₯ 56M / month): ``` pip install bcrypt ``` -- [Conda](https://anaconda.org/conda-forge/bcrypt) (πŸ“₯ 4.6M Β· ⏱️ 15.12.2023): +- [Conda](https://anaconda.org/conda-forge/bcrypt) (πŸ“₯ 4.7M Β· ⏱️ 15.12.2023): ``` conda install -c conda-forge bcrypt ```
-
asn1crypto (πŸ₯‰33 Β· ⭐ 310) - Python ASN.1 library with a focus on performance and a pythonic API. MIT +
asn1crypto (πŸ₯‰32 Β· ⭐ 320) - Python ASN.1 library with a focus on performance and a pythonic API. MIT -- [GitHub](https://github.com/wbond/asn1crypto) (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 130 Β· πŸ“¦ 110K Β· πŸ“‹ 190 - 27% open Β· ⏱️ 03.11.2023): +- [GitHub](https://github.com/wbond/asn1crypto) (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 130 Β· πŸ“¦ 110K Β· πŸ“‹ 180 - 22% open Β· ⏱️ 03.11.2023): ``` git clone https://github.com/wbond/asn1crypto ``` -- [PyPi](https://pypi.org/project/asn1crypto) (πŸ“₯ 78M / month Β· πŸ“¦ 7.1K Β· ⏱️ 15.03.2022): +- [PyPi](https://pypi.org/project/asn1crypto) (πŸ“₯ 78M / month): ``` pip install asn1crypto ``` @@ -1500,22 +1453,27 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge asn1crypto ```
-
rsa (πŸ₯‰31 Β· ⭐ 470) - Python-RSA is a pure-Python RSA implementation. Apache-2 +
keyring (πŸ₯‰31 Β· ⭐ 1.2K Β· πŸ“‰) - Store and access your passwords safely. MIT -- [GitHub](https://github.com/sybrenstuvel/python-rsa) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 110 Β· πŸ“‹ 130 - 17% open Β· ⏱️ 30.01.2024): +- [GitHub](https://github.com/jaraco/keyring) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 140 Β· πŸ“‹ 500 - 11% open Β· ⏱️ 02.04.2024): ``` - git clone https://github.com/sybrenstuvel/python-rsa + git clone https://github.com/jaraco/keyring ``` -- [PyPi](https://pypi.org/project/rsa) (πŸ“₯ 180M / month Β· πŸ“¦ 7.2K Β· ⏱️ 20.07.2022): +- [PyPi](https://pypi.org/project/keyring) (πŸ“₯ 53M / month): ``` - pip install rsa + pip install keyring ``` -- [Conda](https://anaconda.org/conda-forge/rsa) (πŸ“₯ 13M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/keyring) (πŸ“₯ 4.4M Β· ⏱️ 03.04.2024): ``` - conda install -c conda-forge rsa + conda install -c conda-forge keyring ```
+
Show 2 hidden projects... + +- pycryptodomex (πŸ₯ˆ36 Β· ⭐ 2.6K) - A self-contained cryptographic library for Python. ❗Unlicensed +- rsa (πŸ₯‰21 Β· ⭐ 470 Β· πŸ“‰) - Python-RSA is a pure-Python RSA implementation. ❗Unlicensed +

## Infrastructure & DevOps @@ -1524,7 +1482,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
ansible (πŸ₯‡48 Β· ⭐ 61K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0 -- [GitHub](https://github.com/ansible/ansible) (πŸ‘¨β€πŸ’» 6.8K Β· πŸ”€ 24K Β· πŸ“¦ 33K Β· πŸ“‹ 32K - 2% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/ansible/ansible) (πŸ‘¨β€πŸ’» 6.8K Β· πŸ”€ 24K Β· πŸ“¦ 33K Β· πŸ“‹ 32K - 2% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/ansible/ansible @@ -1540,44 +1498,44 @@ _General-purpose data containers as well as utilities & extensions for pandas._
awscli (πŸ₯‡44 Β· ⭐ 15K) - Universal Command Line Interface for Amazon Web Services. Apache-2 -- [GitHub](https://github.com/aws/aws-cli) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 3.9K Β· πŸ“₯ 1.6K Β· πŸ“¦ 3 Β· πŸ“‹ 4.6K - 12% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/aws/aws-cli) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 3.9K Β· πŸ“₯ 1.6K Β· πŸ“¦ 3 Β· πŸ“‹ 4.6K - 12% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/aws/aws-cli ``` -- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 160M / month Β· πŸ“¦ 3.1K Β· ⏱️ 27.03.2024): +- [PyPi](https://pypi.org/project/awscli) (πŸ“₯ 160M / month Β· πŸ“¦ 3.1K Β· ⏱️ 03.04.2024): ``` pip install awscli ``` -- [Conda](https://anaconda.org/conda-forge/awscli) (πŸ“₯ 22M Β· ⏱️ 28.03.2024): +- [Conda](https://anaconda.org/conda-forge/awscli) (πŸ“₯ 22M Β· ⏱️ 04.04.2024): ``` conda install -c conda-forge awscli ```
botocore (πŸ₯‡44 Β· ⭐ 1.4K) - The low-level, core functionality of boto3 and the AWS CLI. Apache-2 -- [GitHub](https://github.com/boto/botocore) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1K Β· πŸ“¦ 320K Β· πŸ“‹ 1.1K - 12% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/boto/botocore) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.1K Β· πŸ“¦ 320K Β· πŸ“‹ 1.1K - 12% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/boto/botocore ``` -- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 580M / month Β· πŸ“¦ 8.7K Β· ⏱️ 27.03.2024): +- [PyPi](https://pypi.org/project/botocore) (πŸ“₯ 580M / month Β· πŸ“¦ 8.7K Β· ⏱️ 03.04.2024): ``` pip install botocore ``` -- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 25M Β· ⏱️ 28.03.2024): +- [Conda](https://anaconda.org/conda-forge/botocore) (πŸ“₯ 25M Β· ⏱️ 04.04.2024): ``` conda install -c conda-forge botocore ```
-
pulumi (πŸ₯ˆ43 Β· ⭐ 19K) - Pulumi - Infrastructure as Code in any programming language. Build.. Apache-2 +
pulumi (πŸ₯ˆ43 Β· ⭐ 20K) - Pulumi - Infrastructure as Code in any programming language. Build.. Apache-2 -- [GitHub](https://github.com/pulumi/pulumi) (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 1K Β· πŸ“₯ 2.7M Β· πŸ“¦ 7.5K Β· πŸ“‹ 7.1K - 29% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/pulumi/pulumi) (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 1K Β· πŸ“₯ 2.7M Β· πŸ“¦ 7.6K Β· πŸ“‹ 7.1K - 29% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/pulumi/pulumi ``` -- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 1.1M / month Β· πŸ“¦ 180 Β· ⏱️ 28.03.2024): +- [PyPi](https://pypi.org/project/pulumi) (πŸ“₯ 1M / month Β· πŸ“¦ 180 Β· ⏱️ 29.03.2024): ``` pip install pulumi ``` @@ -1586,14 +1544,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ npm install @pulumi/pulumi ```
-
docker (πŸ₯ˆ43 Β· ⭐ 6.6K) - A Python library for the Docker Engine API. Apache-2 +
docker (πŸ₯ˆ42 Β· ⭐ 6.6K) - A Python library for the Docker Engine API. Apache-2 -- [GitHub](https://github.com/docker/docker-py) (πŸ‘¨β€πŸ’» 450 Β· πŸ”€ 1.7K Β· πŸ“₯ 890 Β· πŸ“¦ 78K Β· πŸ“‹ 1.7K - 26% open Β· ⏱️ 25.03.2024): +- [GitHub](https://github.com/docker/docker-py) (πŸ‘¨β€πŸ’» 450 Β· πŸ”€ 1.7K Β· πŸ“₯ 900 Β· πŸ“¦ 78K Β· πŸ“‹ 1.7K - 26% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/docker/docker-py ``` -- [PyPi](https://pypi.org/project/docker) (πŸ“₯ 40M / month Β· πŸ“¦ 4.1K Β· ⏱️ 08.12.2023): +- [PyPi](https://pypi.org/project/docker) (πŸ“₯ 39M / month Β· πŸ“¦ 4.1K Β· ⏱️ 08.12.2023): ``` pip install docker ``` @@ -1602,41 +1560,41 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge docker-py ```
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paramiko (πŸ₯ˆ42 Β· ⭐ 8.8K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 +
docker-compose (πŸ₯ˆ41 Β· ⭐ 32K) - Define and run multi-container applications with Docker. Apache-2 -- [GitHub](https://github.com/paramiko/paramiko) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 2K Β· πŸ“¦ 93K Β· πŸ“‹ 1.8K - 56% open Β· ⏱️ 11.02.2024): +- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 530 Β· πŸ”€ 5K Β· πŸ“₯ 88M Β· πŸ“¦ 470 Β· πŸ“‹ 7.4K - 3% open Β· ⏱️ 04.04.2024): ``` - git clone https://github.com/paramiko/paramiko + git clone https://github.com/docker/compose ``` -- [PyPi](https://pypi.org/project/paramiko) (πŸ“₯ 53M / month Β· πŸ“¦ 13K Β· ⏱️ 18.12.2023): +- [PyPi](https://pypi.org/project/docker-compose) (πŸ“₯ 2.1M / month Β· πŸ“¦ 1.2K Β· ⏱️ 10.05.2021): ``` - pip install paramiko + pip install docker-compose ``` -- [Conda](https://anaconda.org/conda-forge/paramiko) (πŸ“₯ 4.3M Β· ⏱️ 19.12.2023): +- [Conda](https://anaconda.org/conda-forge/docker-compose) (πŸ“₯ 390K Β· ⏱️ 02.10.2023): ``` - conda install -c conda-forge paramiko + conda install -c conda-forge docker-compose ```
-
docker-compose (πŸ₯ˆ41 Β· ⭐ 32K) - Define and run multi-container applications with Docker. Apache-2 +
paramiko (πŸ₯ˆ40 Β· ⭐ 8.8K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 -- [GitHub](https://github.com/docker/compose) (πŸ‘¨β€πŸ’» 530 Β· πŸ”€ 5K Β· πŸ“₯ 91M Β· πŸ“¦ 460 Β· πŸ“‹ 7.4K - 3% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/paramiko/paramiko) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 1.9K Β· πŸ“¦ 93K Β· πŸ“‹ 1.6K - 50% open Β· ⏱️ 11.02.2024): ``` - git clone https://github.com/docker/compose + git clone https://github.com/paramiko/paramiko ``` -- [PyPi](https://pypi.org/project/docker-compose) (πŸ“₯ 2.1M / month Β· πŸ“¦ 1.2K Β· ⏱️ 10.05.2021): +- [PyPi](https://pypi.org/project/paramiko) (πŸ“₯ 53M / month): ``` - pip install docker-compose + pip install paramiko ``` -- [Conda](https://anaconda.org/conda-forge/docker-compose) (πŸ“₯ 390K Β· ⏱️ 02.10.2023): +- [Conda](https://anaconda.org/conda-forge/paramiko) (πŸ“₯ 4.3M Β· ⏱️ 19.12.2023): ``` - conda install -c conda-forge docker-compose + conda install -c conda-forge paramiko ```
kubernetes (πŸ₯ˆ38 Β· ⭐ 6.4K) - Official Python client library for kubernetes. Apache-2 -- [GitHub](https://github.com/kubernetes-client/python) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 3.3K Β· πŸ“‹ 1.4K - 9% open Β· ⏱️ 29.02.2024): +- [GitHub](https://github.com/kubernetes-client/python) (πŸ‘¨β€πŸ’» 190 Β· πŸ”€ 3.3K Β· πŸ“‹ 1.4K - 9% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/kubernetes-client/python @@ -1662,7 +1620,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ pip install netmiko ```
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schedule (πŸ₯‰36 Β· ⭐ 11K) - Python job scheduling for humans. MIT +
schedule (πŸ₯‰35 Β· ⭐ 11K) - Python job scheduling for humans. MIT - [GitHub](https://github.com/dbader/schedule) (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 960 Β· πŸ“¦ 33K Β· πŸ“‹ 450 - 34% open Β· ⏱️ 10.12.2023): @@ -1685,7 +1643,7 @@ _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“₯ 6.5M / month Β· πŸ“¦ 170 Β· ⏱️ 31.08.2023): +- [PyPi](https://pypi.org/project/fabric) (πŸ“₯ 6.6M / month Β· πŸ“¦ 170 Β· ⏱️ 31.08.2023): ``` pip install fabric ``` @@ -1701,7 +1659,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/tomerfiliba/plumbum ``` -- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 4.3M / month Β· πŸ“¦ 480 Β· ⏱️ 30.05.2023): +- [PyPi](https://pypi.org/project/plumbum) (πŸ“₯ 4.4M / month Β· πŸ“¦ 480 Β· ⏱️ 30.05.2023): ``` pip install plumbum ``` @@ -1717,7 +1675,7 @@ _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“₯ 63K / month Β· πŸ“¦ 12 Β· ⏱️ 25.02.2024): +- [PyPi](https://pypi.org/project/pyinfra) (πŸ“₯ 60K / month Β· πŸ“¦ 12 Β· ⏱️ 25.02.2024): ``` pip install pyinfra ``` @@ -1729,7 +1687,7 @@ _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“₯ 9.8M / month Β· πŸ“¦ 340 Β· ⏱️ 11.01.2021): +- [PyPi](https://pypi.org/project/sshtunnel) (πŸ“₯ 10M / month Β· πŸ“¦ 340 Β· ⏱️ 11.01.2021): ``` pip install sshtunnel ``` @@ -1738,14 +1696,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge sshtunnel ```
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pypyr (πŸ₯‰20 Β· ⭐ 570) - pypyr task-runner cli & api for automation pipelines. Automate anything.. Apache-2 +
pypyr (πŸ₯‰20 Β· ⭐ 570 Β· πŸ’€) - pypyr task-runner cli & api for automation pipelines. Automate.. Apache-2 - [GitHub](https://github.com/pypyr/pypyr) (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 26 Β· πŸ“¦ 110 Β· πŸ“‹ 140 - 11% open Β· ⏱️ 22.09.2023): ``` git clone https://github.com/pypyr/pypyr ``` -- [PyPi](https://pypi.org/project/pypyr) (πŸ“₯ 3.1K / month Β· πŸ“¦ 9 Β· ⏱️ 22.09.2023): +- [PyPi](https://pypi.org/project/pypyr) (πŸ“₯ 2.5K / month Β· πŸ“¦ 9 Β· ⏱️ 22.09.2023): ``` pip install pypyr ``` @@ -1770,12 +1728,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pexpect (πŸ₯‡39 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”€ 470 Β· πŸ“₯ 4.4K Β· πŸ“¦ 360K Β· πŸ“‹ 510 - 35% open Β· ⏱️ 25.11.2023): +- [GitHub](https://github.com/pexpect/pexpect) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 470 Β· πŸ“₯ 4.4K Β· πŸ“¦ 370K Β· πŸ“‹ 510 - 35% open Β· ⏱️ 25.11.2023): ``` git clone https://github.com/pexpect/pexpect ``` -- [PyPi](https://pypi.org/project/pexpect) (πŸ“₯ 72M / month Β· πŸ“¦ 16K Β· ⏱️ 25.11.2023): +- [PyPi](https://pypi.org/project/pexpect) (πŸ“₯ 71M / month Β· πŸ“¦ 16K Β· ⏱️ 25.11.2023): ``` pip install pexpect ``` @@ -1791,7 +1749,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/Supervisor/supervisor ``` -- [PyPi](https://pypi.org/project/supervisor) (πŸ“₯ 1.9M / month Β· πŸ“¦ 2K Β· ⏱️ 24.12.2022): +- [PyPi](https://pypi.org/project/supervisor) (πŸ“₯ 1.8M / month Β· πŸ“¦ 2K Β· ⏱️ 24.12.2022): ``` pip install supervisor ``` @@ -1807,7 +1765,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/amoffat/sh ``` -- [PyPi](https://pypi.org/project/sh) (πŸ“₯ 6.8M / month Β· πŸ“¦ 2.7K Β· ⏱️ 10.08.2023): +- [PyPi](https://pypi.org/project/sh) (πŸ“₯ 7.1M / month Β· πŸ“¦ 2.7K Β· ⏱️ 10.08.2023): ``` pip install sh ``` @@ -1818,7 +1776,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
ptyprocess (πŸ₯‰26 Β· ⭐ 200) - Run a subprocess in a pseudo terminal. ISC -- [GitHub](https://github.com/pexpect/ptyprocess) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 66 Β· πŸ“‹ 37 - 54% open Β· ⏱️ 23.10.2023): +- [GitHub](https://github.com/pexpect/ptyprocess) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 67 Β· πŸ“‹ 37 - 54% open Β· ⏱️ 23.10.2023): ``` git clone https://github.com/pexpect/ptyprocess @@ -1838,46 +1796,46 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
uvloop (πŸ₯‡38 Β· ⭐ 10K) - Ultra fast asyncio event loop. Apache-2 +
greenlet (πŸ₯‡38 Β· ⭐ 1.6K) - Lightweight in-process concurrent programming. MIT -- [GitHub](https://github.com/MagicStack/uvloop) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 570 Β· πŸ“₯ 430 Β· πŸ“¦ 120K Β· πŸ“‹ 350 - 26% open Β· ⏱️ 22.10.2023): +- [GitHub](https://github.com/python-greenlet/greenlet) (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 240 Β· πŸ“¦ 360K Β· πŸ“‹ 240 - 10% open Β· ⏱️ 21.12.2023): ``` - git clone https://github.com/MagicStack/uvloop + git clone https://github.com/python-greenlet/greenlet ``` -- [PyPi](https://pypi.org/project/uvloop) (πŸ“₯ 9.8M / month Β· πŸ“¦ 2K Β· ⏱️ 22.10.2023): +- [PyPi](https://pypi.org/project/greenlet) (πŸ“₯ 94M / month Β· πŸ“¦ 11K Β· ⏱️ 21.12.2023): ``` - pip install uvloop + pip install greenlet ``` -- [Conda](https://anaconda.org/conda-forge/uvloop) (πŸ“₯ 690K Β· ⏱️ 23.10.2023): +- [Conda](https://anaconda.org/conda-forge/greenlet) (πŸ“₯ 9.2M Β· ⏱️ 21.12.2023): ``` - conda install -c conda-forge uvloop + conda install -c conda-forge greenlet ```
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greenlet (πŸ₯‡38 Β· ⭐ 1.6K) - Lightweight in-process concurrent programming. MIT +
uvloop (πŸ₯ˆ37 Β· ⭐ 10K) - Ultra fast asyncio event loop. Apache-2 -- [GitHub](https://github.com/python-greenlet/greenlet) (πŸ‘¨β€πŸ’» 68 Β· πŸ”€ 240 Β· πŸ“¦ 360K Β· πŸ“‹ 240 - 10% open Β· ⏱️ 21.12.2023): +- [GitHub](https://github.com/MagicStack/uvloop) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 570 Β· πŸ“₯ 430 Β· πŸ“¦ 120K Β· πŸ“‹ 350 - 26% open Β· ⏱️ 22.10.2023): ``` - git clone https://github.com/python-greenlet/greenlet + git clone https://github.com/MagicStack/uvloop ``` -- [PyPi](https://pypi.org/project/greenlet) (πŸ“₯ 95M / month Β· πŸ“¦ 11K Β· ⏱️ 21.12.2023): +- [PyPi](https://pypi.org/project/uvloop) (πŸ“₯ 9.5M / month Β· πŸ“¦ 2K Β· ⏱️ 22.10.2023): ``` - pip install greenlet + pip install uvloop ``` -- [Conda](https://anaconda.org/conda-forge/greenlet) (πŸ“₯ 9.1M Β· ⏱️ 21.12.2023): +- [Conda](https://anaconda.org/conda-forge/uvloop) (πŸ“₯ 690K Β· ⏱️ 23.10.2023): ``` - conda install -c conda-forge greenlet + conda install -c conda-forge uvloop ```
anyio (πŸ₯ˆ37 Β· ⭐ 1.6K) - High level asynchronous concurrency and networking framework that works on.. MIT -- [GitHub](https://github.com/agronholm/anyio) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 120 Β· πŸ“¦ 260K Β· πŸ“‹ 340 - 15% open Β· ⏱️ 25.03.2024): +- [GitHub](https://github.com/agronholm/anyio) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 120 Β· πŸ“¦ 270K Β· πŸ“‹ 340 - 16% open Β· ⏱️ 01.04.2024): ``` git clone https://github.com/agronholm/anyio ``` -- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 68M / month Β· πŸ“¦ 820 Β· ⏱️ 19.02.2024): +- [PyPi](https://pypi.org/project/anyio) (πŸ“₯ 67M / month Β· πŸ“¦ 820 Β· ⏱️ 19.02.2024): ``` pip install anyio ``` @@ -1888,7 +1846,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
asyncer (πŸ₯‰27 Β· ⭐ 1.4K) - Asyncer, async and await, focused on developer experience. MIT -- [GitHub](https://github.com/tiangolo/asyncer) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 45 Β· πŸ“¦ 3.4K Β· πŸ“‹ 19 - 78% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/tiangolo/asyncer) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 45 Β· πŸ“¦ 3.5K Β· πŸ“‹ 19 - 78% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/tiangolo/asyncer @@ -1909,19 +1867,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/aiokitchen/aiomisc ``` -- [PyPi](https://pypi.org/project/aiomisc) (πŸ“₯ 21K / month Β· πŸ“¦ 39 Β· ⏱️ 14.03.2024): +- [PyPi](https://pypi.org/project/aiomisc) (πŸ“₯ 19K / month Β· πŸ“¦ 39 Β· ⏱️ 14.03.2024): ``` pip install aiomisc ```
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unsync (πŸ₯‰22 Β· ⭐ 860) - Unsynchronize asyncio. MIT +
unsync (πŸ₯‰22 Β· ⭐ 870) - Unsynchronize asyncio. MIT - [GitHub](https://github.com/alex-sherman/unsync) (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 51 Β· πŸ“¦ 220 Β· πŸ“‹ 31 - 9% open Β· ⏱️ 16.03.2024): ``` git clone https://github.com/alex-sherman/unsync ``` -- [PyPi](https://pypi.org/project/unsync) (πŸ“₯ 56K / month Β· πŸ“¦ 19 Β· ⏱️ 21.10.2021): +- [PyPi](https://pypi.org/project/unsync) (πŸ“₯ 55K / month Β· πŸ“¦ 19 Β· ⏱️ 21.10.2021): ``` pip install unsync ``` @@ -1930,14 +1888,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge unsync ```
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stopit (πŸ₯‰22 Β· ⭐ 100) - Raise asynchronous exceptions in other thread, control the timeout of.. MIT +
stopit (πŸ₯‰21 Β· ⭐ 100) - Raise asynchronous exceptions in other thread, control the timeout of.. MIT - [GitHub](https://github.com/glenfant/stopit) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 21 Β· πŸ“¦ 2.3K Β· πŸ“‹ 20 - 25% open Β· ⏱️ 09.01.2024): ``` git clone https://github.com/glenfant/stopit ``` -- [PyPi](https://pypi.org/project/stopit) (πŸ“₯ 750K / month Β· πŸ“¦ 130 Β· ⏱️ 09.02.2018): +- [PyPi](https://pypi.org/project/stopit) (πŸ“₯ 660K / month Β· πŸ“¦ 130 Β· ⏱️ 09.02.2018): ``` pip install stopit ``` @@ -1954,12 +1912,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
python-dotenv (πŸ₯‡38 Β· ⭐ 7K) - Reads key-value pairs from a .env file and can set them as.. BSD-3 -- [GitHub](https://github.com/theskumar/python-dotenv) (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 440 Β· πŸ“¦ 730K Β· πŸ“‹ 280 - 15% open Β· ⏱️ 23.01.2024): +- [GitHub](https://github.com/theskumar/python-dotenv) (πŸ‘¨β€πŸ’» 95 Β· πŸ”€ 390 Β· πŸ“¦ 740K Β· πŸ“‹ 280 - 15% open Β· ⏱️ 23.01.2024): ``` git clone https://github.com/theskumar/python-dotenv ``` -- [PyPi](https://pypi.org/project/python-dotenv) (πŸ“₯ 57M / month Β· πŸ“¦ 10K Β· ⏱️ 23.01.2024): +- [PyPi](https://pypi.org/project/python-dotenv) (πŸ“₯ 57M / month): ``` pip install python-dotenv ``` @@ -1970,12 +1928,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
traitlets (πŸ₯‡38 Β· ⭐ 600) - A lightweight Traits like module. BSD-3 -- [GitHub](https://github.com/ipython/traitlets) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 200 Β· πŸ“₯ 330 Β· πŸ“¦ 420K Β· πŸ“‹ 300 - 33% open Β· ⏱️ 12.03.2024): +- [GitHub](https://github.com/ipython/traitlets) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 190 Β· πŸ“₯ 330 Β· πŸ“¦ 420K Β· πŸ“‹ 290 - 32% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/ipython/traitlets ``` -- [PyPi](https://pypi.org/project/traitlets) (πŸ“₯ 46M / month Β· πŸ“¦ 15K Β· ⏱️ 12.03.2024): +- [PyPi](https://pypi.org/project/traitlets) (πŸ“₯ 46M / month): ``` pip install traitlets ``` @@ -1984,46 +1942,46 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge traitlets ```
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Dynaconf (πŸ₯ˆ34 Β· ⭐ 3.5K) - Configuration Management for Python. MIT +
hydra (πŸ₯ˆ34 Β· ⭐ 8.1K) - Hydra is a framework for elegantly configuring complex applications. MIT -- [GitHub](https://github.com/dynaconf/dynaconf) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 280 Β· πŸ“¦ 8.1K Β· πŸ“‹ 500 - 22% open Β· ⏱️ 25.03.2024): +- [GitHub](https://github.com/facebookresearch/hydra) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 580 Β· πŸ“¦ 22K Β· πŸ“‹ 1.3K - 17% open Β· ⏱️ 03.04.2024): ``` - git clone https://github.com/rochacbruno/dynaconf + git clone https://github.com/facebookresearch/hydra ``` -- [PyPi](https://pypi.org/project/dynaconf) (πŸ“₯ 3M / month Β· πŸ“¦ 310 Β· ⏱️ 18.03.2024): +- [PyPi](https://pypi.org/project/hydra) (πŸ“₯ 10K / month): ``` - pip install dynaconf + pip install hydra ``` -- [Conda](https://anaconda.org/conda-forge/dynaconf) (πŸ“₯ 70K Β· ⏱️ 26.03.2024): +- [Conda](https://anaconda.org/conda-forge/hydra-core) (πŸ“₯ 930K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge dynaconf + conda install -c conda-forge hydra-core ```
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hydra (πŸ₯ˆ33 Β· ⭐ 8.1K) - Hydra is a framework for elegantly configuring complex applications. MIT +
Dynaconf (πŸ₯ˆ34 Β· ⭐ 3.5K) - Configuration Management for Python. MIT -- [GitHub](https://github.com/facebookresearch/hydra) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 590 Β· πŸ“¦ 22K Β· πŸ“‹ 1.4K - 19% open Β· ⏱️ 05.03.2024): +- [GitHub](https://github.com/dynaconf/dynaconf) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 290 Β· πŸ“¦ 8.2K Β· πŸ“‹ 500 - 22% open Β· ⏱️ 25.03.2024): ``` - git clone https://github.com/facebookresearch/hydra + git clone https://github.com/rochacbruno/dynaconf ``` -- [PyPi](https://pypi.org/project/hydra) (πŸ“₯ 10K / month Β· πŸ“¦ 9 Β· ⏱️ 03.08.2016): +- [PyPi](https://pypi.org/project/dynaconf) (πŸ“₯ 2.9M / month): ``` - pip install hydra + pip install dynaconf ``` -- [Conda](https://anaconda.org/conda-forge/hydra-core) (πŸ“₯ 920K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/dynaconf) (πŸ“₯ 70K Β· ⏱️ 26.03.2024): ``` - conda install -c conda-forge hydra-core + conda install -c conda-forge dynaconf ```
omegaconf (πŸ₯‰32 Β· ⭐ 1.8K) - Flexible Python configuration system. The last one you will ever need. BSD-3 -- [GitHub](https://github.com/omry/omegaconf) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 94 Β· πŸ“¦ 27K Β· πŸ“‹ 550 - 18% open Β· ⏱️ 29.02.2024): +- [GitHub](https://github.com/omry/omegaconf) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 95 Β· πŸ“¦ 28K Β· πŸ“‹ 550 - 18% open Β· ⏱️ 29.02.2024): ``` git clone https://github.com/omry/omegaconf ``` -- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 9.1M / month Β· πŸ“¦ 520 Β· ⏱️ 29.02.2024): +- [PyPi](https://pypi.org/project/omegaconf) (πŸ“₯ 9.3M / month Β· πŸ“¦ 520 Β· ⏱️ 29.02.2024): ``` pip install omegaconf ``` @@ -2039,7 +1997,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/henriquebastos/python-decouple ``` -- [PyPi](https://pypi.org/project/python-decouple) (πŸ“₯ 3.2M / month Β· πŸ“¦ 3.4K Β· ⏱️ 01.03.2023): +- [PyPi](https://pypi.org/project/python-decouple) (πŸ“₯ 3.2M / month): ``` pip install python-decouple ``` @@ -2048,14 +2006,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge python-decouple ```
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gin-config (πŸ₯‰28 Β· ⭐ 2K) - Gin provides a lightweight configuration framework for Python. Apache-2 +
gin-config (πŸ₯‰27 Β· ⭐ 2K) - Gin provides a lightweight configuration framework for Python. Apache-2 -- [GitHub](https://github.com/google/gin-config) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 120 Β· πŸ“¦ 8.1K Β· πŸ“‹ 92 - 54% open Β· ⏱️ 05.02.2024): +- [GitHub](https://github.com/google/gin-config) (πŸ‘¨β€πŸ’» 24 Β· πŸ”€ 110 Β· πŸ“¦ 8.1K Β· πŸ“‹ 84 - 50% open Β· ⏱️ 05.02.2024): ``` git clone https://github.com/google/gin-config ``` -- [PyPi](https://pypi.org/project/gin-config) (πŸ“₯ 320K / month Β· πŸ“¦ 97 Β· ⏱️ 03.11.2021): +- [PyPi](https://pypi.org/project/gin-config) (πŸ“₯ 310K / month): ``` pip install gin-config ``` @@ -2066,7 +2024,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
everett (πŸ₯‰25 Β· ⭐ 150) - configuration library for python projects. MPL-2.0 -- [GitHub](https://github.com/willkg/everett) (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 32 Β· πŸ“¦ 1.2K Β· πŸ“‹ 87 - 4% open Β· ⏱️ 01.02.2024): +- [GitHub](https://github.com/willkg/everett) (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 32 Β· πŸ“¦ 1.2K Β· πŸ“‹ 87 - 4% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/willkg/everett @@ -2082,7 +2040,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 1 hidden projects... -- configobj (πŸ₯‰29 Β· ⭐ 310 Β· πŸ’€) - Python 3+ compatible port of the configobj library. BSD-3 +- configobj (πŸ₯‰27 Β· ⭐ 310 Β· πŸ’€) - Python 3+ compatible port of the configobj library. BSD-3

@@ -2108,7 +2066,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
rich (πŸ₯‡42 Β· ⭐ 47K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT -- [GitHub](https://github.com/Textualize/rich) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.7K Β· πŸ“¦ 180K Β· πŸ“‹ 1.3K - 19% open Β· ⏱️ 29.02.2024): +- [GitHub](https://github.com/Textualize/rich) (πŸ‘¨β€πŸ’» 240 Β· πŸ”€ 1.7K Β· πŸ“¦ 190K Β· πŸ“‹ 1.3K - 19% open Β· ⏱️ 29.02.2024): ``` git clone https://github.com/Textualize/rich @@ -2124,12 +2082,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
python-fire (πŸ₯ˆ39 Β· ⭐ 26K) - Python Fire is a library for automatically generating command.. Apache-2 -- [GitHub](https://github.com/google/python-fire) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 1.4K Β· πŸ“¦ 31K Β· πŸ“‹ 340 - 43% open Β· ⏱️ 14.03.2024): +- [GitHub](https://github.com/google/python-fire) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 1.4K Β· πŸ“¦ 32K Β· πŸ“‹ 340 - 43% open Β· ⏱️ 14.03.2024): ``` git clone https://github.com/google/python-fire ``` -- [PyPi](https://pypi.org/project/fire) (πŸ“₯ 6.3M / month Β· πŸ“¦ 2K Β· ⏱️ 11.03.2024): +- [PyPi](https://pypi.org/project/fire) (πŸ“₯ 6.2M / month Β· πŸ“¦ 2K Β· ⏱️ 11.03.2024): ``` pip install fire ``` @@ -2138,18 +2096,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge fire ```
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Typer (πŸ₯ˆ39 Β· ⭐ 13K Β· πŸ“ˆ) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT +
Typer (πŸ₯ˆ39 Β· ⭐ 14K) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT -- [GitHub](https://github.com/tiangolo/typer) (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 530 Β· πŸ“¦ 81K Β· πŸ“‹ 380 - 53% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/tiangolo/typer) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 610 Β· πŸ“¦ 82K Β· πŸ“‹ 380 - 53% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/tiangolo/typer ``` -- [PyPi](https://pypi.org/project/typer) (πŸ“₯ 21M / month Β· πŸ“¦ 3.3K Β· ⏱️ 26.03.2024): +- [PyPi](https://pypi.org/project/typer) (πŸ“₯ 21M / month Β· πŸ“¦ 3.3K Β· ⏱️ 30.03.2024): ``` pip install typer ``` -- [Conda](https://anaconda.org/conda-forge/typer) (πŸ“₯ 2.1M Β· ⏱️ 26.03.2024): +- [Conda](https://anaconda.org/conda-forge/typer) (πŸ“₯ 2.1M Β· ⏱️ 29.03.2024): ``` conda install -c conda-forge typer ``` @@ -2172,7 +2130,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
colorama (πŸ₯ˆ36 Β· ⭐ 3.4K) - Simple cross-platform colored terminal text in Python. BSD-3 -- [GitHub](https://github.com/tartley/colorama) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 230 Β· πŸ“¦ 910K Β· πŸ“‹ 250 - 44% open Β· ⏱️ 01.12.2023): +- [GitHub](https://github.com/tartley/colorama) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 240 Β· πŸ“¦ 910K Β· πŸ“‹ 250 - 44% open Β· ⏱️ 01.12.2023): ``` git clone https://github.com/tartley/colorama @@ -2186,7 +2144,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge colorama ```
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argcomplete (πŸ₯ˆ35 Β· ⭐ 1.3K) - Python and tab completion, better together. Apache-2 +
docopt (πŸ₯ˆ35 Β· ⭐ 7.9K) - Pythonic command line arguments parser, that will make you smile. MIT + +- [GitHub](https://github.com/docopt/docopt) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 570 Β· πŸ“¦ 110K Β· πŸ“‹ 450 - 58% open Β· ⏱️ 02.04.2024): + + ``` + git clone https://github.com/docopt/docopt + ``` +- [PyPi](https://pypi.org/project/docopt) (πŸ“₯ 11M / month Β· πŸ“¦ 13K Β· ⏱️ 16.06.2014): + ``` + pip install docopt + ``` +- [Conda](https://anaconda.org/conda-forge/docopt) (πŸ“₯ 2.1M Β· ⏱️ 16.06.2023): + ``` + conda install -c conda-forge docopt + ``` +
+
argcomplete (πŸ₯ˆ35 Β· ⭐ 1.4K) - Python and tab completion, better together. Apache-2 - [GitHub](https://github.com/kislyuk/argcomplete) (πŸ‘¨β€πŸ’» 73 Β· πŸ”€ 120 Β· πŸ“₯ 350 Β· πŸ“¦ 51K Β· πŸ“‹ 260 - 19% open Β· ⏱️ 08.03.2024): @@ -2202,25 +2176,25 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge argcomplete ```
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cleo (πŸ₯ˆ35 Β· ⭐ 1.2K) - Cleo allows you to create beautiful and testable command-line interfaces. MIT +
cleo (πŸ₯‰34 Β· ⭐ 1.2K) - Cleo allows you to create beautiful and testable command-line interfaces. MIT -- [GitHub](https://github.com/python-poetry/cleo) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 85 Β· πŸ“¦ 21K Β· πŸ“‹ 100 - 28% open Β· ⏱️ 15.03.2024): +- [GitHub](https://github.com/python-poetry/cleo) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 85 Β· πŸ“¦ 21K Β· πŸ“‹ 110 - 29% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/sdispater/cleo ``` -- [PyPi](https://pypi.org/project/cleo) (πŸ“₯ 33M / month Β· πŸ“¦ 280 Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/cleo) (πŸ“₯ 32M / month Β· πŸ“¦ 280 Β· ⏱️ 30.10.2023): ``` pip install cleo ``` -- [Conda](https://anaconda.org/conda-forge/cleo) (πŸ“₯ 670K Β· ⏱️ 30.10.2023): +- [Conda](https://anaconda.org/conda-forge/cleo) (πŸ“₯ 680K Β· ⏱️ 30.10.2023): ``` conda install -c conda-forge cleo ```
wcwidth (πŸ₯‰33 Β· ⭐ 370) - Python library that measures the width of unicode strings rendered to a.. MIT -- [GitHub](https://github.com/jquast/wcwidth) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 55 Β· πŸ“¦ 520K Β· πŸ“‹ 51 - 23% open Β· ⏱️ 14.02.2024): +- [GitHub](https://github.com/jquast/wcwidth) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 55 Β· πŸ“¦ 530K Β· πŸ“‹ 52 - 25% open Β· ⏱️ 14.02.2024): ``` git clone https://github.com/jquast/wcwidth @@ -2234,46 +2208,46 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge wcwidth ```
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asciimatics (πŸ₯‰30 Β· ⭐ 3.5K) - A cross platform package to do curses-like operations, plus.. Apache-2 +
questionary (πŸ₯‰30 Β· ⭐ 1.4K) - Python library to build pretty command line user prompts Easy to use.. MIT -- [GitHub](https://github.com/peterbrittain/asciimatics) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 240 Β· πŸ“¦ 980 Β· πŸ“‹ 300 - 7% open Β· ⏱️ 30.11.2023): +- [GitHub](https://github.com/tmbo/questionary) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 80 Β· πŸ“¦ 12K Β· πŸ“‹ 140 - 27% open Β· ⏱️ 12.01.2024): ``` - git clone https://github.com/peterbrittain/asciimatics + git clone https://github.com/tmbo/questionary ``` -- [PyPi](https://pypi.org/project/asciimatics) (πŸ“₯ 25K / month Β· πŸ“¦ 120 Β· ⏱️ 25.10.2023): +- [PyPi](https://pypi.org/project/questionary) (πŸ“₯ 1.6M / month Β· πŸ“¦ 420 Β· ⏱️ 08.09.2023): ``` - pip install asciimatics + pip install questionary ``` -- [Conda](https://anaconda.org/conda-forge/asciimatics) (πŸ“₯ 150K Β· ⏱️ 25.10.2023): +- [Conda](https://anaconda.org/conda-forge/questionary) (πŸ“₯ 69K Β· ⏱️ 10.09.2023): ``` - conda install -c conda-forge asciimatics + conda install -c conda-forge questionary ```
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questionary (πŸ₯‰30 Β· ⭐ 1.4K) - Python library to build pretty command line user prompts Easy to use.. MIT +
asciimatics (πŸ₯‰29 Β· ⭐ 3.5K) - A cross platform package to do curses-like operations, plus.. Apache-2 -- [GitHub](https://github.com/tmbo/questionary) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 80 Β· πŸ“¦ 12K Β· πŸ“‹ 140 - 26% open Β· ⏱️ 12.01.2024): +- [GitHub](https://github.com/peterbrittain/asciimatics) (πŸ‘¨β€πŸ’» 45 Β· πŸ”€ 240 Β· πŸ“¦ 980 Β· πŸ“‹ 300 - 7% open Β· ⏱️ 31.03.2024): ``` - git clone https://github.com/tmbo/questionary + git clone https://github.com/peterbrittain/asciimatics ``` -- [PyPi](https://pypi.org/project/questionary) (πŸ“₯ 1.6M / month Β· πŸ“¦ 420 Β· ⏱️ 08.09.2023): +- [PyPi](https://pypi.org/project/asciimatics) (πŸ“₯ 23K / month Β· πŸ“¦ 120 Β· ⏱️ 25.10.2023): ``` - pip install questionary + pip install asciimatics ``` -- [Conda](https://anaconda.org/conda-forge/questionary) (πŸ“₯ 68K Β· ⏱️ 10.09.2023): +- [Conda](https://anaconda.org/conda-forge/asciimatics) (πŸ“₯ 150K Β· ⏱️ 25.10.2023): ``` - conda install -c conda-forge questionary + conda install -c conda-forge asciimatics ```
ConfigArgParse (πŸ₯‰28 Β· ⭐ 690 Β· πŸ’€) - A drop-in replacement for argparse that allows options to.. MIT -- [GitHub](https://github.com/bw2/ConfigArgParse) (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 120 Β· πŸ“¦ 15K Β· πŸ“‹ 200 - 35% open Β· ⏱️ 23.07.2023): +- [GitHub](https://github.com/bw2/ConfigArgParse) (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 120 Β· πŸ“¦ 16K Β· πŸ“‹ 200 - 35% open Β· ⏱️ 23.07.2023): ``` git clone https://github.com/bw2/ConfigArgParse ``` -- [PyPi](https://pypi.org/project/configargparse) (πŸ“₯ 4.3M / month Β· πŸ“¦ 1.5K Β· ⏱️ 23.07.2023): +- [PyPi](https://pypi.org/project/configargparse) (πŸ“₯ 4.2M / month Β· πŸ“¦ 1.5K Β· ⏱️ 23.07.2023): ``` pip install configargparse ``` @@ -2282,35 +2256,34 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge configargparse ```
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docopt-ng (πŸ₯‰23 Β· ⭐ 150 Β· πŸ’€) - Humane command line arguments parser. Now with maintenance,.. MIT +
docopt-ng (πŸ₯‰22 Β· ⭐ 150) - Humane command line arguments parser. Now with maintenance, typehints,.. MIT -- [GitHub](https://github.com/jazzband/docopt-ng) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 17 Β· πŸ“¦ 290 Β· πŸ“‹ 32 - 53% open Β· ⏱️ 01.06.2023): +- [GitHub](https://github.com/jazzband/docopt-ng) (πŸ‘¨β€πŸ’» 48 Β· πŸ”€ 18 Β· πŸ“¦ 290 Β· πŸ“‹ 31 - 51% open Β· ⏱️ 29.03.2024): ``` git clone https://github.com/jazzband/docopt-ng ``` -- [PyPi](https://pypi.org/project/docopt-ng) (πŸ“₯ 180K / month Β· πŸ“¦ 40 Β· ⏱️ 30.05.2023): +- [PyPi](https://pypi.org/project/docopt-ng) (πŸ“₯ 170K / month Β· πŸ“¦ 40 Β· ⏱️ 30.05.2023): ``` pip install docopt-ng ```
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colout (πŸ₯‰18 Β· ⭐ 1.1K) - Color text streams with a polished command line interface. ❗️GPL-3.0 +
colout (πŸ₯‰17 Β· ⭐ 1.1K) - Color text streams with a polished command line interface. ❗️GPL-3.0 - [GitHub](https://github.com/nojhan/colout) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 58 Β· πŸ“¦ 6 Β· πŸ“‹ 72 - 19% open Β· ⏱️ 29.01.2024): ``` git clone https://github.com/nojhan/colout ``` -- [PyPi](https://pypi.org/project/colout) (πŸ“₯ 200 / month Β· ⏱️ 21.06.2020): +- [PyPi](https://pypi.org/project/colout) (πŸ“₯ 190 / month Β· ⏱️ 21.06.2020): ``` pip install colout ```
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Show 5 hidden projects... +
Show 4 hidden projects... -- docopt (πŸ₯ˆ36 Β· ⭐ 7.9K Β· πŸ’€) - Pythonic command line arguments parser, that will make you smile. MIT - blessings (πŸ₯‰28 Β· ⭐ 1.4K Β· πŸ’€) - A thin, practical wrapper around terminal capabilities in Python. MIT -- clint (πŸ₯‰24 Β· ⭐ 94 Β· πŸ’€) - Python Command-line Application Tools. ISC +- clint (πŸ₯‰23 Β· ⭐ 94 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· ⭐ 51) - Extra colorization and configuration loading for Click. ❗️GPL-2.0
@@ -2328,9 +2301,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._ Back to top -
cachetools (πŸ₯‡33 Β· ⭐ 2.1K) - Extensible memoizing collections and decorators. MIT +
cachetools (πŸ₯‡34 Β· ⭐ 2.1K) - Extensible memoizing collections and decorators. MIT -- [GitHub](https://github.com/tkem/cachetools) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 160 Β· πŸ“‹ 250 - 6% open Β· ⏱️ 26.02.2024): +- [GitHub](https://github.com/tkem/cachetools) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 160 Β· πŸ“‹ 250 - 6% open Β· ⏱️ 01.04.2024): ``` git clone https://github.com/tkem/cachetools @@ -2346,52 +2319,36 @@ _General-purpose data containers as well as utilities & extensions for pandas._
aiocache (πŸ₯ˆ30 Β· ⭐ 1K) - Asyncio cache manager for redis, memcached and memory. BSD-3 -- [GitHub](https://github.com/aio-libs/aiocache) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 140 Β· πŸ“₯ 16 Β· πŸ“¦ 2.1K Β· πŸ“‹ 290 - 13% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/aio-libs/aiocache) (πŸ‘¨β€πŸ’» 44 Β· πŸ”€ 140 Β· πŸ“₯ 16 Β· πŸ“¦ 2.1K Β· πŸ“‹ 290 - 12% open Β· ⏱️ 01.04.2024): ``` git clone https://github.com/aio-libs/aiocache ``` -- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 600K / month Β· πŸ“¦ 140 Β· ⏱️ 06.08.2023): +- [PyPi](https://pypi.org/project/aiocache) (πŸ“₯ 590K / month Β· πŸ“¦ 140 Β· ⏱️ 06.08.2023): ``` pip install aiocache ```
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beaker (πŸ₯‰27 Β· ⭐ 510) - WSGI middleware for sessions and caching. BSD-3 - -- [GitHub](https://github.com/bbangert/beaker) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 140 Β· πŸ“¦ 5.2K Β· πŸ“‹ 130 - 55% open Β· ⏱️ 20.03.2024): - - ``` - git clone https://github.com/bbangert/beaker - ``` -- [PyPi](https://pypi.org/project/beaker) (πŸ“₯ 300K / month Β· πŸ“¦ 1.4K Β· ⏱️ 04.02.2023): - ``` - pip install beaker - ``` -- [Conda](https://anaconda.org/conda-forge/beaker) (πŸ“₯ 73K Β· ⏱️ 16.06.2023): - ``` - conda install -c conda-forge beaker - ``` -
cachier (πŸ₯‰27 Β· ⭐ 510) - Persistent, stale-free, local and cross-machine caching for Python.. MIT -- [GitHub](https://github.com/python-cachier/cachier) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 59 Β· πŸ“₯ 13 Β· πŸ“¦ 440 Β· πŸ“‹ 79 - 25% open Β· ⏱️ 14.03.2024): +- [GitHub](https://github.com/python-cachier/cachier) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 59 Β· πŸ“₯ 16 Β· πŸ“¦ 450 Β· πŸ“‹ 79 - 25% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/shaypal5/cachier ``` -- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 73K / month Β· πŸ“¦ 31 Β· ⏱️ 26.02.2024): +- [PyPi](https://pypi.org/project/cachier) (πŸ“₯ 75K / month Β· πŸ“¦ 31 Β· ⏱️ 26.02.2024): ``` pip install cachier ```
pylibmc (πŸ₯‰27 Β· ⭐ 480) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3 -- [GitHub](https://github.com/lericson/pylibmc) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 130 Β· πŸ“₯ 580 Β· πŸ“¦ 5K Β· πŸ“‹ 190 - 11% open Β· ⏱️ 11.10.2023): +- [GitHub](https://github.com/lericson/pylibmc) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 120 Β· πŸ“₯ 580 Β· πŸ“¦ 5K Β· πŸ“‹ 190 - 11% open Β· ⏱️ 11.10.2023): ``` git clone https://github.com/lericson/pylibmc ``` -- [PyPi](https://pypi.org/project/pylibmc) (πŸ“₯ 290K / month Β· πŸ“¦ 2.4K Β· ⏱️ 30.08.2022): +- [PyPi](https://pypi.org/project/pylibmc) (πŸ“₯ 290K / month): ``` pip install pylibmc ``` @@ -2400,9 +2357,10 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge pylibmc ```
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Show 1 hidden projects... +
Show 2 hidden projects... - cached-property (πŸ₯ˆ30 Β· ⭐ 680 Β· πŸ’€) - A decorator for caching properties in classes. BSD-3 +- beaker (πŸ₯‰25 Β· ⭐ 510) - WSGI middleware for sessions and caching. ❗Unlicensed

@@ -2414,12 +2372,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
kivy (πŸ₯‡40 Β· ⭐ 17K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT -- [GitHub](https://github.com/kivy/kivy) (πŸ‘¨β€πŸ’» 610 Β· πŸ”€ 3.1K Β· πŸ“₯ 36K Β· πŸ“¦ 12K Β· πŸ“‹ 5K - 14% open Β· ⏱️ 23.03.2024): +- [GitHub](https://github.com/kivy/kivy) (πŸ‘¨β€πŸ’» 620 Β· πŸ”€ 3.1K Β· πŸ“₯ 36K Β· πŸ“¦ 12K Β· πŸ“‹ 5K - 14% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/kivy/kivy ``` -- [PyPi](https://pypi.org/project/kivy) (πŸ“₯ 190K / month Β· πŸ“¦ 620 Β· ⏱️ 05.01.2024): +- [PyPi](https://pypi.org/project/kivy) (πŸ“₯ 180K / month Β· πŸ“¦ 620 Β· ⏱️ 05.01.2024): ``` pip install kivy ``` @@ -2435,47 +2393,35 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` git clone https://github.com/hoffstadt/DearPyGui ``` -- [PyPi](https://pypi.org/project/dearpygui) (πŸ“₯ 49K / month Β· πŸ“¦ 57 Β· ⏱️ 15.03.2024): +- [PyPi](https://pypi.org/project/dearpygui) (πŸ“₯ 45K / month Β· πŸ“¦ 57 Β· ⏱️ 15.03.2024): ``` pip install dearpygui ```
toga (πŸ₯ˆ32 Β· ⭐ 4.1K) - A Python native, OS native GUI toolkit. BSD-3 -- [GitHub](https://github.com/beeware/toga) (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 680 Β· πŸ“₯ 2.7K Β· πŸ“¦ 3 Β· πŸ“‹ 850 - 17% open Β· ⏱️ 24.03.2024): +- [GitHub](https://github.com/beeware/toga) (πŸ‘¨β€πŸ’» 260 Β· πŸ”€ 680 Β· πŸ“₯ 2.7K Β· πŸ“¦ 3 Β· πŸ“‹ 850 - 17% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/beeware/toga ``` -- [PyPi](https://pypi.org/project/toga) (πŸ“₯ 3.8K / month Β· πŸ“¦ 35 Β· ⏱️ 06.02.2024): +- [PyPi](https://pypi.org/project/toga) (πŸ“₯ 3.8K / month Β· πŸ“¦ 36 Β· ⏱️ 06.02.2024): ``` pip install toga ``` -- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 7 / month Β· πŸ“¦ 3 Β· ⏱️ 23.04.2017): +- [npm](https://www.npmjs.com/package/@pybee/toga) (πŸ“₯ 5 / month Β· πŸ“¦ 3 Β· ⏱️ 23.04.2017): ``` npm install @pybee/toga ```
-
Eel (πŸ₯‰31 Β· ⭐ 6.1K Β· πŸ’€) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT +
flexx (πŸ₯‰25 Β· ⭐ 3.2K) - Write desktop and web apps in pure Python. BSD-2 -- [GitHub](https://github.com/python-eel/Eel) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 560 Β· πŸ“¦ 7.1K Β· πŸ“‹ 530 - 35% open Β· ⏱️ 04.03.2023): - - ``` - git clone https://github.com/ChrisKnott/Eel - ``` -- [PyPi](https://pypi.org/project/eel) (πŸ“₯ 71K / month Β· πŸ“¦ 86 Β· ⏱️ 09.12.2022): - ``` - pip install eel - ``` -
-
flexx (πŸ₯‰26 Β· ⭐ 3.2K) - Write desktop and web apps in pure Python. BSD-2 - -- [GitHub](https://github.com/flexxui/flexx) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 260 Β· πŸ“¦ 140 Β· πŸ“‹ 460 - 20% open Β· ⏱️ 06.01.2024): +- [GitHub](https://github.com/flexxui/flexx) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 260 Β· πŸ“¦ 140 Β· πŸ“‹ 460 - 19% open Β· ⏱️ 06.01.2024): ``` git clone https://github.com/flexxui/flexx ``` -- [PyPi](https://pypi.org/project/flexx) (πŸ“₯ 840 / month Β· πŸ“¦ 22 Β· ⏱️ 12.04.2022): +- [PyPi](https://pypi.org/project/flexx) (πŸ“₯ 800 / month Β· πŸ“¦ 22 Β· ⏱️ 12.04.2022): ``` pip install flexx ``` @@ -2484,12 +2430,13 @@ _General-purpose data containers as well as utilities & extensions for pandas._ conda install -c conda-forge flexx ```
-
Show 4 hidden projects... +
Show 5 hidden projects... -- PySimpleGUI (πŸ₯ˆ34 Β· ⭐ 13K) - PySimpleGUI is a Python package that enables Python.. ❗Unlicensed -- Gooey (πŸ₯‰31 Β· ⭐ 20K Β· πŸ’€) - Turn (almost) any Python command line program into a full GUI.. MIT +- PySimpleGUI (πŸ₯ˆ35 Β· ⭐ 13K) - PySimpleGUI is a Python package that enables Python.. ❗Unlicensed +- Eel (πŸ₯‰31 Β· ⭐ 6.1K Β· πŸ’€) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT +- Gooey (πŸ₯‰30 Β· ⭐ 20K Β· πŸ’€) - Turn (almost) any Python command line program into a full GUI.. MIT - Phoenix (πŸ₯‰27 Β· ⭐ 2.2K) - wxPythons Project Phoenix. A new implementation of wxPython,.. ❗️wxWindows -- enaml (πŸ₯‰27 Β· ⭐ 1.5K) - Declarative User Interfaces for Python. ❗Unlicensed +- enaml (πŸ₯‰26 Β· ⭐ 1.5K) - Declarative User Interfaces for Python. ❗Unlicensed

@@ -2499,14 +2446,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ πŸ”— best-of-ml-python - Computer Vision ( ⭐ 15K) - Collection of computer vision and image processing.. -
Pipeless (πŸ₯‡19 Β· ⭐ 620) - An open-source framework to create and deploy computer vision.. Apache-2 +
Pipeless (πŸ₯‡18 Β· ⭐ 630) - An open-source framework to create and deploy computer vision.. Apache-2 -- [GitHub](https://github.com/pipeless-ai/pipeless) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 30 Β· πŸ“₯ 750 Β· πŸ“‹ 24 - 29% open Β· ⏱️ 09.03.2024): +- [GitHub](https://github.com/pipeless-ai/pipeless) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 30 Β· πŸ“₯ 780 Β· πŸ“‹ 24 - 29% open Β· ⏱️ 09.03.2024): ``` git clone https://github.com/pipeless-ai/pipeless ``` -- [PyPi](https://pypi.org/project/pipeless-ai) (πŸ“₯ 82 / month Β· πŸ“¦ 2 Β· ⏱️ 02.11.2023): +- [PyPi](https://pypi.org/project/pipeless-ai) (πŸ“₯ 19 / month Β· πŸ“¦ 2 Β· ⏱️ 02.11.2023): ``` pip install pipeless-ai ``` @@ -2529,12 +2476,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
phonenumbers (πŸ₯‡35 Β· ⭐ 3.4K) - Python port of Googles libphonenumber. Apache-2 -- [GitHub](https://github.com/daviddrysdale/python-phonenumbers) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 460 Β· πŸ“‹ 180 - 5% open Β· ⏱️ 25.03.2024): +- [GitHub](https://github.com/daviddrysdale/python-phonenumbers) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 460 Β· πŸ“‹ 180 - 4% open Β· ⏱️ 25.03.2024): ``` git clone https://github.com/daviddrysdale/python-phonenumbers ``` -- [PyPi](https://pypi.org/project/phonenumbers) (πŸ“₯ 6.3M / month Β· πŸ“¦ 1.5K Β· ⏱️ 25.03.2024): +- [PyPi](https://pypi.org/project/phonenumbers) (πŸ“₯ 6.2M / month Β· πŸ“¦ 1.5K Β· ⏱️ 25.03.2024): ``` pip install phonenumbers ``` @@ -2545,7 +2492,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
emoji (πŸ₯‡35 Β· ⭐ 1.8K) - emoji terminal output for Python. BSD-3 -- [GitHub](https://github.com/carpedm20/emoji) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 270 Β· πŸ“¦ 68K Β· πŸ“‹ 160 - 7% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/carpedm20/emoji) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 270 Β· πŸ“¦ 68K Β· πŸ“‹ 160 - 9% open Β· ⏱️ 26.03.2024): ``` git clone https://github.com/carpedm20/emoji @@ -2554,19 +2501,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._ ``` pip install emoji ``` -- [Conda](https://anaconda.org/conda-forge/emoji) (πŸ“₯ 68K Β· ⏱️ 26.03.2024): +- [Conda](https://anaconda.org/conda-forge/emoji) (πŸ“₯ 69K Β· ⏱️ 26.03.2024): ``` conda install -c conda-forge emoji ```
python-slugify (πŸ₯ˆ34 Β· ⭐ 1.4K) - Returns unicode slugs. MIT -- [GitHub](https://github.com/un33k/python-slugify) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 150 Β· πŸ“¦ 80K Β· πŸ“‹ 72 - 1% open Β· ⏱️ 01.03.2024): +- [GitHub](https://github.com/un33k/python-slugify) (πŸ‘¨β€πŸ’» 36 Β· πŸ”€ 150 Β· πŸ“¦ 80K Β· πŸ“‹ 73 - 2% open Β· ⏱️ 01.03.2024): ``` git clone https://github.com/un33k/python-slugify ``` -- [PyPi](https://pypi.org/project/python-slugify) (πŸ“₯ 19M / month Β· πŸ“¦ 3K Β· ⏱️ 08.02.2024): +- [PyPi](https://pypi.org/project/python-slugify) (πŸ“₯ 18M / month Β· πŸ“¦ 3K Β· ⏱️ 08.02.2024): ``` pip install python-slugify ``` @@ -2582,59 +2529,59 @@ _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“₯ 66M / month Β· πŸ“¦ 40K Β· ⏱️ 01.08.2023): +- [PyPi](https://pypi.org/project/chardet) (πŸ“₯ 65M / month Β· πŸ“¦ 40K Β· ⏱️ 01.08.2023): ``` pip install chardet ``` -- [Conda](https://anaconda.org/conda-forge/chardet): +- [Conda](https://anaconda.org/conda-forge/chardet) (πŸ“₯ 23M Β· ⏱️ 23.09.2023): ``` conda install -c conda-forge chardet ``` -- [npm](https://www.npmjs.com/package/@pypi/chardet) (πŸ“₯ 57 / month Β· πŸ“¦ 4 Β· ⏱️ 20.08.2017): +- [npm](https://www.npmjs.com/package/@pypi/chardet) (πŸ“₯ 54 / month Β· πŸ“¦ 4 Β· ⏱️ 20.08.2017): ``` npm install @pypi/chardet ```
-
pyahocorasick (πŸ₯‰30 Β· ⭐ 880) - Python module (C extension and plain python) implementing Aho-.. BSD-3 +
inflect (πŸ₯ˆ31 Β· ⭐ 910 Β· πŸ“ˆ) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT -- [GitHub](https://github.com/WojciechMula/pyahocorasick) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 120 Β· πŸ“¦ 2.6K Β· πŸ“‹ 130 - 16% open Β· ⏱️ 21.03.2024): +- [GitHub](https://github.com/jaraco/inflect) (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 99 Β· πŸ“‹ 120 - 23% open Β· ⏱️ 31.03.2024): ``` - git clone https://github.com/WojciechMula/pyahocorasick + git clone https://github.com/jaraco/inflect ``` -- [PyPi](https://pypi.org/project/pyahocorasick) (πŸ“₯ 810K / month): +- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 5.2M / month Β· πŸ“¦ 1.1K Β· ⏱️ 31.03.2024): ``` - pip install pyahocorasick + pip install inflect ``` -- [Conda](https://anaconda.org/conda-forge/pyahocorasick) (πŸ“₯ 210K Β· ⏱️ 21.03.2024): +- [Conda](https://anaconda.org/conda-forge/inflect) (πŸ“₯ 360K Β· ⏱️ 04.07.2023): ``` - conda install -c conda-forge pyahocorasick + conda install -c conda-forge inflect ```
-
inflect (πŸ₯‰24 Β· ⭐ 910 Β· πŸ“‰) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT +
pyahocorasick (πŸ₯‰30 Β· ⭐ 880) - Python module (C extension and plain python) implementing Aho-.. BSD-3 -- [GitHub](https://github.com/jaraco/inflect) (πŸ‘¨β€πŸ’» 54 Β· πŸ”€ 94 Β· πŸ“‹ 110 - 25% open Β· ⏱️ 23.02.2024): +- [GitHub](https://github.com/WojciechMula/pyahocorasick) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 120 Β· πŸ“₯ 1 Β· πŸ“¦ 2.6K Β· πŸ“‹ 130 - 18% open Β· ⏱️ 21.03.2024): ``` - git clone https://github.com/jaraco/inflect + git clone https://github.com/WojciechMula/pyahocorasick ``` -- [PyPi](https://pypi.org/project/inflect) (πŸ“₯ 5.2M / month): +- [PyPi](https://pypi.org/project/pyahocorasick) (πŸ“₯ 810K / month Β· πŸ“¦ 130 Β· ⏱️ 21.03.2024): ``` - pip install inflect + pip install pyahocorasick ``` -- [Conda](https://anaconda.org/conda-forge/inflect) (πŸ“₯ 360K Β· ⏱️ 04.07.2023): +- [Conda](https://anaconda.org/conda-forge/pyahocorasick) (πŸ“₯ 210K Β· ⏱️ 21.03.2024): ``` - conda install -c conda-forge inflect + conda install -c conda-forge pyahocorasick ```
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price-parser (πŸ₯‰21 Β· ⭐ 300) - Extract price amount and currency symbol from a raw text string. BSD-3 +
price-parser (πŸ₯‰19 Β· ⭐ 300) - 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”€ 48 Β· πŸ“¦ 410 Β· πŸ“‹ 38 - 65% open Β· ⏱️ 17.10.2023): +- [GitHub](https://github.com/scrapinghub/price-parser) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 48 Β· πŸ“¦ 410 Β· πŸ“‹ 30 - 56% open Β· ⏱️ 17.10.2023): ``` git clone https://github.com/scrapinghub/price-parser ``` -- [PyPi](https://pypi.org/project/price-parser) (πŸ“₯ 93K / month Β· πŸ“¦ 19 Β· ⏱️ 25.11.2020): +- [PyPi](https://pypi.org/project/price-parser) (πŸ“₯ 90K / month): ``` pip install price-parser ``` @@ -2643,7 +2590,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._ - humanize (πŸ₯ˆ31 Β· ⭐ 1.7K Β· πŸ’€) - python humanize functions. MIT - coolname (πŸ₯‰22 Β· ⭐ 130 Β· πŸ’€) - Random Name and Slug Generator. BSD-2 -- awesome-slugify (πŸ₯‰21 Β· ⭐ 480 Β· πŸ’€) - Python flexible slugify function. ❗️GPL-3.0 +- awesome-slugify (πŸ₯‰17 Β· ⭐ 480 Β· πŸ’€) - Python flexible slugify function. ❗Unlicensed - millify (πŸ₯‰15 Β· ⭐ 81 Β· πŸ’€) - Convert long numbers into a human-readable format in Python. MIT

@@ -2662,25 +2609,25 @@ _General-purpose data containers as well as utilities & extensions for pandas._ _Libraries for connecting to, operating, and querying databases._ -
boto3 (πŸ₯‡47 Β· ⭐ 8.6K) - AWS SDK for Python. Apache-2 +
boto3 (πŸ₯‡47 Β· ⭐ 8.7K) - AWS SDK for Python. Apache-2 -- [GitHub](https://github.com/boto/boto3) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.8K Β· πŸ“¦ 420K Β· πŸ“‹ 3.2K - 6% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/boto/boto3) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 1.8K Β· πŸ“¦ 420K Β· πŸ“‹ 3.2K - 5% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/boto/boto3 ``` -- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 1.2B / month Β· πŸ“¦ 19K Β· ⏱️ 27.03.2024): +- [PyPi](https://pypi.org/project/boto3) (πŸ“₯ 1.2B / month): ``` pip install boto3 ``` -- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 18M Β· ⏱️ 26.03.2024): +- [Conda](https://anaconda.org/conda-forge/boto3) (πŸ“₯ 18M Β· ⏱️ 04.04.2024): ``` conda install -c conda-forge boto3 ```
-
SQLAlchemy (πŸ₯‡45 Β· ⭐ 8.6K) - The Database Toolkit for Python. MIT +
SQLAlchemy (πŸ₯‡45 Β· ⭐ 8.7K) - The Database Toolkit for Python. MIT -- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (πŸ‘¨β€πŸ’» 700 Β· πŸ”€ 1.3K Β· πŸ“₯ 48K Β· πŸ“¦ 740K Β· πŸ“‹ 7.7K - 2% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (πŸ‘¨β€πŸ’» 700 Β· πŸ”€ 1.3K Β· πŸ“₯ 48K Β· πŸ“¦ 750K Β· πŸ“‹ 7.7K - 2% open Β· ⏱️ 01.04.2024): ``` git clone https://github.com/sqlalchemy/sqlalchemy @@ -2694,30 +2641,14 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge sqlalchemy ```
-
redis (πŸ₯‡44 Β· ⭐ 12K) - Redis Python Client. MIT - -- [GitHub](https://github.com/redis/redis-py) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 2.4K Β· πŸ“‹ 1.7K - 13% open Β· ⏱️ 27.03.2024): - - ``` - git clone https://github.com/redis/redis-py - ``` -- [PyPi](https://pypi.org/project/redis) (πŸ“₯ 41M / month Β· πŸ“¦ 28K Β· ⏱️ 10.03.2024): - ``` - pip install redis - ``` -- [Conda](https://anaconda.org/conda-forge/redis-py) (πŸ“₯ 1.2M Β· ⏱️ 10.03.2024): - ``` - conda install -c conda-forge redis-py - ``` -
azure-storage-blob (πŸ₯‡43 Β· ⭐ 4.2K) - This repository is for active development of the Azure SDK.. MIT -- [GitHub](https://github.com/Azure/azure-sdk-for-python) (πŸ‘¨β€πŸ’» 700 Β· πŸ”€ 2.6K Β· πŸ“¦ 2.4K Β· πŸ“‹ 9.5K - 10% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/Azure/azure-sdk-for-python) (πŸ‘¨β€πŸ’» 700 Β· πŸ”€ 2.6K Β· πŸ“¦ 2.4K Β· πŸ“‹ 9.4K - 9% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/Azure/azure-sdk-for-python ``` -- [PyPi](https://pypi.org/project/azure-storage-blob) (πŸ“₯ 48M / month Β· πŸ“¦ 770 Β· ⏱️ 06.03.2024): +- [PyPi](https://pypi.org/project/azure-storage-blob) (πŸ“₯ 47M / month): ``` pip install azure-storage-blob ``` @@ -2728,7 +2659,7 @@ _Libraries for connecting to, operating, and querying databases._
google-cloud-storage (πŸ₯‡42 Β· ⭐ 4.6K) - 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“‹ 3.7K - 1% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/googleapis/google-cloud-python) (πŸ‘¨β€πŸ’» 510 Β· πŸ”€ 1.5K Β· πŸ“‹ 3.8K - 2% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/googleapis/google-cloud-python @@ -2737,7 +2668,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install google-cloud-storage ``` -- [Conda](https://anaconda.org/conda-forge/google-cloud-storage) (πŸ“₯ 4.2M Β· ⏱️ 19.03.2024): +- [Conda](https://anaconda.org/conda-forge/google-cloud-storage) (πŸ“₯ 4.3M Β· ⏱️ 19.03.2024): ``` conda install -c conda-forge google-cloud-storage ``` @@ -2749,7 +2680,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/coleifer/peewee ``` -- [PyPi](https://pypi.org/project/peewee) (πŸ“₯ 2.4M / month Β· πŸ“¦ 3.8K Β· ⏱️ 05.02.2024): +- [PyPi](https://pypi.org/project/peewee) (πŸ“₯ 2.3M / month Β· πŸ“¦ 3.8K Β· ⏱️ 05.02.2024): ``` pip install peewee ``` @@ -2760,28 +2691,28 @@ _Libraries for connecting to, operating, and querying databases._
elasticsearch (πŸ₯‡41 Β· ⭐ 4.1K) - Official Python client for Elasticsearch. Apache-2 -- [GitHub](https://github.com/elastic/elasticsearch-py) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.2K Β· πŸ“₯ 3.7K Β· πŸ“¦ 47K Β· πŸ“‹ 1.1K - 5% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/elastic/elasticsearch-py) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 1.2K Β· πŸ“₯ 3.7K Β· πŸ“¦ 47K Β· πŸ“‹ 1.1K - 5% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/elastic/elasticsearch-py ``` -- [PyPi](https://pypi.org/project/elasticsearch) (πŸ“₯ 26M / month Β· πŸ“¦ 6.2K Β· ⏱️ 27.03.2024): +- [PyPi](https://pypi.org/project/elasticsearch) (πŸ“₯ 25M / month Β· πŸ“¦ 6.2K Β· ⏱️ 27.03.2024): ``` pip install elasticsearch ``` -- [Conda](https://anaconda.org/conda-forge/elasticsearch) (πŸ“₯ 980K Β· ⏱️ 22.02.2024): +- [Conda](https://anaconda.org/conda-forge/elasticsearch) (πŸ“₯ 980K Β· ⏱️ 04.04.2024): ``` conda install -c conda-forge elasticsearch ```
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PyMySQL (πŸ₯ˆ39 Β· ⭐ 7.5K) - MySQL client library for Python. MIT +
PyMySQL (πŸ₯‡39 Β· ⭐ 7.5K) - MySQL client library for Python. MIT -- [GitHub](https://github.com/PyMySQL/PyMySQL) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.5K Β· πŸ“¦ 210K Β· πŸ“‹ 650 - 2% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/PyMySQL/PyMySQL) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 1.4K Β· πŸ“¦ 210K Β· πŸ“‹ 650 - 1% open Β· ⏱️ 26.03.2024): ``` git clone https://github.com/PyMySQL/PyMySQL ``` -- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 42M / month Β· πŸ“¦ 680 Β· ⏱️ 26.06.2023): +- [PyPi](https://pypi.org/project/PyMySQL) (πŸ“₯ 42M / month): ``` pip install PyMySQL ``` @@ -2790,14 +2721,14 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pymysql ```
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MongoEngine (πŸ₯ˆ39 Β· ⭐ 4.2K) - A Python Object-Document-Mapper for working with MongoDB. MIT +
MongoEngine (πŸ₯‡39 Β· ⭐ 4.2K) - A Python Object-Document-Mapper for working with MongoDB. MIT -- [GitHub](https://github.com/MongoEngine/mongoengine) (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 1.2K Β· πŸ“¦ 23K Β· πŸ“‹ 1.7K - 20% open Β· ⏱️ 10.03.2024): +- [GitHub](https://github.com/MongoEngine/mongoengine) (πŸ‘¨β€πŸ’» 390 Β· πŸ”€ 1.2K Β· πŸ“¦ 23K Β· πŸ“‹ 1.7K - 21% open Β· ⏱️ 10.03.2024): ``` git clone https://github.com/MongoEngine/mongoengine ``` -- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 1.4M / month): +- [PyPi](https://pypi.org/project/mongoengine) (πŸ“₯ 1.3M / month Β· πŸ“¦ 3.6K Β· ⏱️ 07.03.2024): ``` pip install mongoengine ``` @@ -2806,9 +2737,9 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge mongoengine ```
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pymongo (πŸ₯ˆ39 Β· ⭐ 4K) - PyMongo - the Official MongoDB Python driver. Apache-2 +
pymongo (πŸ₯‡39 Β· ⭐ 4K) - PyMongo - the Official MongoDB Python driver. Apache-2 -- [GitHub](https://github.com/mongodb/mongo-python-driver) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 1.1K Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/mongodb/mongo-python-driver) (πŸ‘¨β€πŸ’» 210 Β· πŸ”€ 1.1K Β· ⏱️ 03.04.2024): ``` git clone https://github.com/mongodb/mongo-python-driver @@ -2822,46 +2753,46 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pymongo ```
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alembic (πŸ₯ˆ38 Β· ⭐ 2.4K) - A database migrations tool for SQLAlchemy. MIT +
python-bigquery (πŸ₯‡39 Β· ⭐ 700) - Google BigQuery API client library. Apache-2 -- [GitHub](https://github.com/sqlalchemy/alembic) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 220 Β· πŸ“¦ 210K Β· πŸ“‹ 1.1K - 10% open Β· ⏱️ 19.03.2024): +- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 280 Β· πŸ“¦ 28K Β· πŸ“‹ 650 - 8% open Β· ⏱️ 03.04.2024): ``` - git clone https://github.com/sqlalchemy/alembic + git clone https://github.com/googleapis/python-bigquery ``` -- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 37M / month Β· πŸ“¦ 12K Β· ⏱️ 20.12.2023): +- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 38M / month Β· πŸ“¦ 1.2K Β· ⏱️ 01.04.2024): ``` - pip install alembic + pip install google-cloud-bigquery ``` -- [Conda](https://anaconda.org/conda-forge/alembic) (πŸ“₯ 4.2M Β· ⏱️ 13.01.2024): +- [Conda](https://anaconda.org/conda-forge/google-cloud-bigquery) (πŸ“₯ 2.8M Β· ⏱️ 01.04.2024): ``` - conda install -c conda-forge alembic + conda install -c conda-forge google-cloud-bigquery ```
-
python-bigquery (πŸ₯ˆ38 Β· ⭐ 700) - BigQuery API client library. Apache-2 +
alembic (πŸ₯ˆ38 Β· ⭐ 2.4K) - A database migrations tool for SQLAlchemy. MIT -- [GitHub](https://github.com/googleapis/python-bigquery) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 270 Β· πŸ“¦ 27K Β· πŸ“‹ 640 - 7% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/sqlalchemy/alembic) (πŸ‘¨β€πŸ’» 180 Β· πŸ”€ 220 Β· πŸ“¦ 210K Β· πŸ“‹ 1.1K - 10% open Β· ⏱️ 19.03.2024): ``` - git clone https://github.com/googleapis/python-bigquery + git clone https://github.com/sqlalchemy/alembic ``` -- [PyPi](https://pypi.org/project/google-cloud-bigquery) (πŸ“₯ 39M / month): +- [PyPi](https://pypi.org/project/alembic) (πŸ“₯ 36M / month Β· πŸ“¦ 12K Β· ⏱️ 20.12.2023): ``` - pip install google-cloud-bigquery + pip install alembic ``` -- [Conda](https://anaconda.org/conda-forge/google-cloud-bigquery) (πŸ“₯ 2.8M Β· ⏱️ 11.03.2024): +- [Conda](https://anaconda.org/conda-forge/alembic) (πŸ“₯ 4.2M Β· ⏱️ 13.01.2024): ``` - conda install -c conda-forge google-cloud-bigquery + conda install -c conda-forge alembic ```
kafka-python (πŸ₯ˆ37 Β· ⭐ 5.5K) - Python client for Apache Kafka. Apache-2 -- [GitHub](https://github.com/dpkp/kafka-python) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 1.4K Β· πŸ“₯ 1.8K Β· πŸ“¦ 25K Β· πŸ“‹ 1.5K - 19% open Β· ⏱️ 08.03.2024): +- [GitHub](https://github.com/dpkp/kafka-python) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 1.3K Β· πŸ“₯ 1.8K Β· πŸ“¦ 25K Β· πŸ“‹ 1.5K - 17% open Β· ⏱️ 08.03.2024): ``` git clone https://github.com/dpkp/kafka-python ``` -- [PyPi](https://pypi.org/project/kafka-python) (πŸ“₯ 11M / month Β· πŸ“¦ 1.5K Β· ⏱️ 30.09.2020): +- [PyPi](https://pypi.org/project/kafka-python) (πŸ“₯ 12M / month): ``` pip install kafka-python ``` @@ -2872,12 +2803,12 @@ _Libraries for connecting to, operating, and querying databases._
Ibis (πŸ₯ˆ37 Β· ⭐ 4K) - the portable Python dataframe library. Apache-2 -- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 280 Β· πŸ”€ 510 Β· πŸ“₯ 120 Β· πŸ“¦ 1.2K Β· πŸ“‹ 2.7K - 7% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/ibis-project/ibis) (πŸ‘¨β€πŸ’» 280 Β· πŸ”€ 510 Β· πŸ“₯ 120 Β· πŸ“¦ 1.2K Β· πŸ“‹ 2.8K - 8% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/ibis-project/ibis ``` -- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 180K / month Β· πŸ“¦ 56 Β· ⏱️ 24.03.2024): +- [PyPi](https://pypi.org/project/ibis-framework) (πŸ“₯ 190K / month Β· πŸ“¦ 57 Β· ⏱️ 31.03.2024): ``` pip install ibis-framework ``` @@ -2888,7 +2819,7 @@ _Libraries for connecting to, operating, and querying databases._
AWS Data Wrangler (πŸ₯ˆ37 Β· ⭐ 3.8K) - pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 -- [GitHub](https://github.com/aws/aws-sdk-pandas) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 660 Β· πŸ“₯ 230K Β· πŸ“¦ 1.5K Β· πŸ“‹ 1.1K - 2% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/aws/aws-sdk-pandas) (πŸ‘¨β€πŸ’» 150 Β· πŸ”€ 660 Β· πŸ“₯ 230K Β· πŸ“¦ 1.5K Β· πŸ“‹ 1.1K - 2% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/awslabs/aws-data-wrangler @@ -2904,28 +2835,44 @@ _Libraries for connecting to, operating, and querying databases._
sqlmodel (πŸ₯ˆ36 Β· ⭐ 13K) - SQL databases in Python, designed for simplicity, compatibility, and.. MIT pydantic -- [GitHub](https://github.com/tiangolo/sqlmodel) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 530 Β· πŸ“¦ 11K Β· πŸ“‹ 330 - 53% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/tiangolo/sqlmodel) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 530 Β· πŸ“¦ 11K Β· πŸ“‹ 330 - 52% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/tiangolo/sqlmodel ``` -- [PyPi](https://pypi.org/project/sqlmodel) (πŸ“₯ 1.3M / month): +- [PyPi](https://pypi.org/project/sqlmodel) (πŸ“₯ 1.2M / month): ``` pip install sqlmodel ``` -- [Conda](https://anaconda.org/conda-forge/sqlmodel): +- [Conda](https://anaconda.org/conda-forge/sqlmodel) (πŸ“₯ 28K Β· ⏱️ 04.12.2023): ``` conda install -c conda-forge sqlmodel ```
+
redis (πŸ₯ˆ36 Β· ⭐ 12K Β· πŸ“‰) - Redis Python Client. MIT + +- [GitHub](https://github.com/redis/redis-py) (πŸ‘¨β€πŸ’» 440 Β· πŸ”€ 2.4K Β· πŸ“‹ 1.6K - 11% open Β· ⏱️ 27.03.2024): + + ``` + git clone https://github.com/redis/redis-py + ``` +- [PyPi](https://pypi.org/project/redis) (πŸ“₯ 40M / month): + ``` + pip install redis + ``` +- [Conda](https://anaconda.org/conda-forge/redis-py) (πŸ“₯ 1.2M Β· ⏱️ 10.03.2024): + ``` + conda install -c conda-forge redis-py + ``` +
Elasticsearch DSL (πŸ₯ˆ36 Β· ⭐ 3.8K) - High level Python client for Elasticsearch. Apache-2 -- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 840 Β· πŸ“₯ 200 Β· πŸ“¦ 10K Β· πŸ“‹ 1.3K - 11% open Β· ⏱️ 20.03.2024): +- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 800 Β· πŸ“₯ 200 Β· πŸ“¦ 10K Β· πŸ“‹ 1.3K - 10% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/elastic/elasticsearch-dsl-py ``` -- [PyPi](https://pypi.org/project/elasticsearch-dsl) (πŸ“₯ 4.2M / month Β· πŸ“¦ 990 Β· ⏱️ 19.01.2024): +- [PyPi](https://pypi.org/project/elasticsearch-dsl) (πŸ“₯ 4.3M / month): ``` pip install elasticsearch-dsl ``` @@ -2945,7 +2892,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install mysqlclient ``` -- [Conda](https://anaconda.org/conda-forge/mysqlclient) (πŸ“₯ 330K Β· ⏱️ 10.03.2024): +- [Conda](https://anaconda.org/conda-forge/mysqlclient) (πŸ“₯ 340K Β· ⏱️ 10.03.2024): ``` conda install -c conda-forge mysqlclient ``` @@ -2957,7 +2904,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/fsspec/s3fs ``` -- [PyPi](https://pypi.org/project/s3fs) (πŸ“₯ 260M / month Β· πŸ“¦ 790 Β· ⏱️ 18.03.2024): +- [PyPi](https://pypi.org/project/s3fs) (πŸ“₯ 250M / month Β· πŸ“¦ 800 Β· ⏱️ 18.03.2024): ``` pip install s3fs ``` @@ -2968,12 +2915,12 @@ _Libraries for connecting to, operating, and querying databases._
Motor (πŸ₯ˆ35 Β· ⭐ 2.3K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2 -- [GitHub](https://github.com/mongodb/motor) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 210 Β· πŸ“¦ 85K Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/mongodb/motor) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 210 Β· πŸ“¦ 86K Β· ⏱️ 01.04.2024): ``` git clone https://github.com/mongodb/motor ``` -- [PyPi](https://pypi.org/project/motor) (πŸ“₯ 1.7M / month Β· πŸ“¦ 1.2K Β· ⏱️ 26.03.2024): +- [PyPi](https://pypi.org/project/motor) (πŸ“₯ 1.6M / month Β· πŸ“¦ 1.2K Β· ⏱️ 26.03.2024): ``` pip install motor ``` @@ -2982,7 +2929,7 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge motor ```
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Prometheus Client (πŸ₯ˆ34 Β· ⭐ 3.7K) - Prometheus instrumentation library for Python.. Apache-2 +
Prometheus Client (πŸ₯ˆ34 Β· ⭐ 3.8K) - Prometheus instrumentation library for Python.. Apache-2 - [GitHub](https://github.com/prometheus/client_python) (πŸ‘¨β€πŸ’» 140 Β· πŸ”€ 820 Β· πŸ“‹ 530 - 17% open Β· ⏱️ 09.03.2024): @@ -3000,12 +2947,12 @@ _Libraries for connecting to, operating, and querying databases._
Databases (πŸ₯ˆ34 Β· ⭐ 3.7K) - Async database support for Python. BSD-3 -- [GitHub](https://github.com/encode/databases) (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 240 Β· πŸ“¦ 22K Β· πŸ“‹ 310 - 36% open Β· ⏱️ 01.03.2024): +- [GitHub](https://github.com/encode/databases) (πŸ‘¨β€πŸ’» 59 Β· πŸ”€ 260 Β· πŸ“¦ 22K Β· πŸ“‹ 330 - 38% open Β· ⏱️ 01.03.2024): ``` git clone https://github.com/encode/databases ``` -- [PyPi](https://pypi.org/project/databases) (πŸ“₯ 460K / month): +- [PyPi](https://pypi.org/project/databases) (πŸ“₯ 460K / month Β· πŸ“¦ 120 Β· ⏱️ 01.03.2024): ``` pip install databases ``` @@ -3014,14 +2961,14 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge databases ```
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PyPika (πŸ₯ˆ34 Β· ⭐ 2.4K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2 +
PyPika (πŸ₯ˆ33 Β· ⭐ 2.4K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2 -- [GitHub](https://github.com/kayak/pypika) (πŸ‘¨β€πŸ’» 98 Β· πŸ”€ 280 Β· πŸ“¦ 19K Β· πŸ“‹ 460 - 44% open Β· ⏱️ 10.12.2023): +- [GitHub](https://github.com/kayak/pypika) (πŸ‘¨β€πŸ’» 98 Β· πŸ”€ 270 Β· πŸ“¦ 20K Β· πŸ“‹ 420 - 39% open Β· ⏱️ 10.12.2023): ``` git clone https://github.com/kayak/pypika ``` -- [PyPi](https://pypi.org/project/pypika) (πŸ“₯ 2.7M / month Β· πŸ“¦ 120 Β· ⏱️ 15.03.2022): +- [PyPi](https://pypi.org/project/pypika) (πŸ“₯ 2.7M / month): ``` pip install pypika ``` @@ -3030,39 +2977,7 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pypika ```
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minio (πŸ₯ˆ34 Β· ⭐ 750) - MinIO Client SDK for Python. Apache-2 - -- [GitHub](https://github.com/minio/minio-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 300 Β· πŸ“¦ 6.9K Β· πŸ“‹ 550 - 1% open Β· ⏱️ 22.03.2024): - - ``` - git clone https://github.com/minio/minio-py - ``` -- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 2.3M / month Β· πŸ“¦ 510 Β· ⏱️ 02.03.2024): - ``` - pip install minio - ``` -- [Conda](https://anaconda.org/conda-forge/minio) (πŸ“₯ 160K Β· ⏱️ 03.03.2024): - ``` - conda install -c conda-forge minio - ``` -
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s3transfer (πŸ₯ˆ34 Β· ⭐ 200) - Amazon S3 Transfer Manager for Python. Apache-2 - -- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 130 Β· πŸ“¦ 280K Β· πŸ“‹ 60 - 40% open Β· ⏱️ 14.03.2024): - - ``` - git clone https://github.com/boto/s3transfer - ``` -- [PyPi](https://pypi.org/project/s3transfer) (πŸ“₯ 320M / month Β· πŸ“¦ 4.4K Β· ⏱️ 14.03.2024): - ``` - pip install s3transfer - ``` -- [Conda](https://anaconda.org/conda-forge/s3transfer) (πŸ“₯ 18M Β· ⏱️ 15.03.2024): - ``` - conda install -c conda-forge s3transfer - ``` -
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Cassandra Driver (πŸ₯‰33 Β· ⭐ 1.4K) - DataStax Python Driver for Apache Cassandra. Apache-2 +
Cassandra Driver (πŸ₯ˆ33 Β· ⭐ 1.4K) - DataStax Python Driver for Apache Cassandra. Apache-2 - [GitHub](https://github.com/datastax/python-driver) (πŸ‘¨β€πŸ’» 200 Β· πŸ”€ 530 Β· πŸ“¦ 6.6K Β· ⏱️ 26.03.2024): @@ -3078,30 +2993,30 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge cassandra-driver ```
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neo4j-driver (πŸ₯‰33 Β· ⭐ 860) - Neo4j Bolt driver for Python. Apache-2 +
minio (πŸ₯ˆ33 Β· ⭐ 750) - MinIO Client SDK for Python. Apache-2 -- [GitHub](https://github.com/neo4j/neo4j-python-driver) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 210 Β· πŸ“¦ 8.6K Β· πŸ“‹ 240 - 0% open Β· ⏱️ 08.03.2024): +- [GitHub](https://github.com/minio/minio-py) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 300 Β· πŸ“¦ 7K Β· πŸ“‹ 550 - 1% open Β· ⏱️ 22.03.2024): ``` - git clone https://github.com/neo4j/neo4j-python-driver + git clone https://github.com/minio/minio-py ``` -- [PyPi](https://pypi.org/project/neo4j-driver) (πŸ“₯ 140K / month Β· πŸ“¦ 230 Β· ⏱️ 29.02.2024): +- [PyPi](https://pypi.org/project/minio) (πŸ“₯ 2.2M / month Β· πŸ“¦ 510 Β· ⏱️ 02.03.2024): ``` - pip install neo4j-driver + pip install minio ``` -- [Conda](https://anaconda.org/conda-forge/neo4j-python-driver) (πŸ“₯ 200K Β· ⏱️ 29.02.2024): +- [Conda](https://anaconda.org/conda-forge/minio) (πŸ“₯ 160K Β· ⏱️ 03.03.2024): ``` - conda install -c conda-forge neo4j-python-driver + conda install -c conda-forge minio ```
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pandas-gbq (πŸ₯‰33 Β· ⭐ 410) - Google BigQuery connector for pandas. BSD-3 +
pandas-gbq (πŸ₯ˆ33 Β· ⭐ 420) - Google BigQuery connector for pandas. BSD-3 -- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 47 Β· πŸ”€ 120 Β· πŸ“₯ 350 Β· πŸ“¦ 9.6K Β· πŸ“‹ 340 - 10% open Β· ⏱️ 22.03.2024): +- [GitHub](https://github.com/googleapis/python-bigquery-pandas) (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 120 Β· πŸ“₯ 350 Β· πŸ“¦ 9.7K Β· πŸ“‹ 340 - 10% open Β· ⏱️ 22.03.2024): ``` git clone https://github.com/googleapis/python-bigquery-pandas ``` -- [PyPi](https://pypi.org/project/pandas-gbq) (πŸ“₯ 11M / month): +- [PyPi](https://pypi.org/project/pandas-gbq) (πŸ“₯ 11M / month Β· πŸ“¦ 340 Β· ⏱️ 07.03.2024): ``` pip install pandas-gbq ``` @@ -3110,30 +3025,30 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pandas-gbq ```
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tortoise-orm (πŸ₯‰32 Β· ⭐ 4.2K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2 +
Records (πŸ₯‰32 Β· ⭐ 7.1K) - SQL for Humans. ISC -- [GitHub](https://github.com/tortoise/tortoise-orm) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 340 Β· πŸ“₯ 13 Β· πŸ“¦ 7.4K Β· πŸ“‹ 1K - 49% open Β· ⏱️ 13.02.2024): +- [GitHub](https://github.com/kennethreitz/records) (πŸ‘¨β€πŸ’» 50 Β· πŸ”€ 570 Β· πŸ“¦ 1.2K Β· πŸ“‹ 130 - 32% open Β· ⏱️ 30.03.2024): ``` - git clone https://github.com/tortoise/tortoise-orm + git clone https://github.com/kennethreitz/records ``` -- [PyPi](https://pypi.org/project/tortoise-orm) (πŸ“₯ 140K / month Β· πŸ“¦ 100 Β· ⏱️ 11.08.2023): +- [PyPi](https://pypi.org/project/records) (πŸ“₯ 240K / month Β· πŸ“¦ 180 Β· ⏱️ 29.03.2024): ``` - pip install tortoise-orm + pip install records ``` -- [Conda](https://anaconda.org/conda-forge/tortoise-orm) (πŸ“₯ 17K Β· ⏱️ 11.08.2023): +- [Conda](https://anaconda.org/conda-forge/records) (πŸ“₯ 25K Β· ⏱️ 30.03.2024): ``` - conda install -c conda-forge tortoise-orm + conda install -c conda-forge records ```
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Pony (πŸ₯‰32 Β· ⭐ 3.5K Β· πŸ“ˆ) - Pony Object Relational Mapper. Apache-2 +
Pony (πŸ₯‰32 Β· ⭐ 3.5K Β· πŸ’€) - Pony Object Relational Mapper. Apache-2 - [GitHub](https://github.com/ponyorm/pony) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 240 Β· πŸ“₯ 93 Β· πŸ“¦ 3.9K Β· πŸ“‹ 650 - 48% open Β· ⏱️ 25.09.2023): ``` git clone https://github.com/ponyorm/pony ``` -- [PyPi](https://pypi.org/project/pony) (πŸ“₯ 160K / month Β· πŸ“¦ 370 Β· ⏱️ 25.09.2023): +- [PyPi](https://pypi.org/project/pony) (πŸ“₯ 150K / month Β· πŸ“¦ 370 Β· ⏱️ 25.09.2023): ``` pip install pony ``` @@ -3144,7 +3059,7 @@ _Libraries for connecting to, operating, and querying databases._
PynamoDB (πŸ₯‰32 Β· ⭐ 2.4K) - A pythonic interface to Amazons DynamoDB. MIT -- [GitHub](https://github.com/pynamodb/PynamoDB) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 430 Β· πŸ“¦ 1.6K Β· πŸ“‹ 650 - 42% open Β· ⏱️ 16.02.2024): +- [GitHub](https://github.com/pynamodb/PynamoDB) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 430 Β· πŸ“¦ 1.7K Β· πŸ“‹ 650 - 42% open Β· ⏱️ 16.02.2024): ``` git clone https://github.com/pynamodb/PynamoDB @@ -3153,33 +3068,41 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install pynamodb ``` -- [Conda](https://anaconda.org/conda-forge/pynamodb) (πŸ“₯ 530K Β· ⏱️ 17.01.2024): +- [Conda](https://anaconda.org/conda-forge/pynamodb) (πŸ“₯ 540K Β· ⏱️ 17.01.2024): ``` conda install -c conda-forge pynamodb ```
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libcloud (πŸ₯‰32 Β· ⭐ 2K) - Apache Libcloud is a Python library which hides differences between.. Apache-2 +
s3transfer (πŸ₯‰32 Β· ⭐ 200) - Amazon S3 Transfer Manager for Python. Apache-2 -- [GitHub](https://github.com/apache/libcloud) (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 920 Β· πŸ“‹ 220 - 42% open Β· ⏱️ 03.12.2023): +- [GitHub](https://github.com/boto/s3transfer) (πŸ‘¨β€πŸ’» 39 Β· πŸ”€ 120 Β· πŸ“¦ 280K Β· πŸ“‹ 60 - 40% open Β· ⏱️ 02.04.2024): ``` - git clone https://github.com/apache/libcloud + git clone https://github.com/boto/s3transfer ``` -- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 270K / month Β· πŸ“¦ 860 Β· ⏱️ 10.08.2023): +- [PyPi](https://pypi.org/project/s3transfer) (πŸ“₯ 320M / month): ``` - pip install apache-libcloud + pip install s3transfer + ``` +- [Conda](https://anaconda.org/conda-forge/s3transfer) (πŸ“₯ 18M Β· ⏱️ 15.03.2024): + ``` + conda install -c conda-forge s3transfer ```
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pygsheets (πŸ₯‰32 Β· ⭐ 1.5K) - Google Sheets Python API v4. MIT +
tortoise-orm (πŸ₯‰31 Β· ⭐ 4.2K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2 -- [GitHub](https://github.com/nithinmurali/pygsheets) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 220 Β· πŸ“¦ 2.4K Β· πŸ“‹ 400 - 14% open Β· ⏱️ 14.01.2024): +- [GitHub](https://github.com/tortoise/tortoise-orm) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 340 Β· πŸ“₯ 13 Β· πŸ“¦ 7.4K Β· πŸ“‹ 1K - 49% open Β· ⏱️ 13.02.2024): ``` - git clone https://github.com/nithinmurali/pygsheets + git clone https://github.com/tortoise/tortoise-orm ``` -- [PyPi](https://pypi.org/project/pygsheets) (πŸ“₯ 1.9M / month Β· πŸ“¦ 99 Β· ⏱️ 30.11.2022): +- [PyPi](https://pypi.org/project/tortoise-orm) (πŸ“₯ 140K / month Β· πŸ“¦ 100 Β· ⏱️ 11.08.2023): ``` - pip install pygsheets + pip install tortoise-orm + ``` +- [Conda](https://anaconda.org/conda-forge/tortoise-orm) (πŸ“₯ 17K Β· ⏱️ 11.08.2023): + ``` + conda install -c conda-forge tortoise-orm ```
influxdb (πŸ₯‰31 Β· ⭐ 1.7K Β· πŸ’€) - Python client for InfluxDB. MIT @@ -3198,30 +3121,14 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge influxdb ```
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cx-Oracle (πŸ₯‰31 Β· ⭐ 880 Β· πŸ’€) - Python interface to Oracle Database now superseded by python-.. BSD-3 - -- [GitHub](https://github.com/oracle/python-cx_Oracle) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 360 Β· πŸ“¦ 8.2K Β· πŸ“‹ 640 - 4% open Β· ⏱️ 17.08.2023): - - ``` - git clone https://github.com/oracle/python-cx_Oracle - ``` -- [PyPi](https://pypi.org/project/cx-Oracle) (πŸ“₯ 3.7M / month Β· πŸ“¦ 360 Β· ⏱️ 20.07.2023): - ``` - pip install cx-Oracle - ``` -- [Conda](https://anaconda.org/conda-forge/cx_oracle) (πŸ“₯ 540K Β· ⏱️ 24.09.2023): - ``` - conda install -c conda-forge cx_oracle - ``` -
dataset (πŸ₯‰30 Β· ⭐ 4.7K Β· πŸ’€) - Easy-to-use data handling for SQL data stores with support for.. MIT -- [GitHub](https://github.com/pudo/dataset) (πŸ‘¨β€πŸ’» 78 Β· πŸ”€ 300 Β· πŸ“¦ 3.7K Β· πŸ“‹ 300 - 11% open Β· ⏱️ 12.07.2023): +- [GitHub](https://github.com/pudo/dataset) (πŸ‘¨β€πŸ’» 78 Β· πŸ”€ 300 Β· πŸ“¦ 3.8K Β· πŸ“‹ 300 - 11% open Β· ⏱️ 12.07.2023): ``` git clone https://github.com/pudo/dataset ``` -- [PyPi](https://pypi.org/project/dataset) (πŸ“₯ 130K / month Β· πŸ“¦ 580 Β· ⏱️ 12.07.2023): +- [PyPi](https://pypi.org/project/dataset) (πŸ“₯ 120K / month Β· πŸ“¦ 580 Β· ⏱️ 12.07.2023): ``` pip install dataset ``` @@ -3230,74 +3137,54 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge dataset ```
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Records (πŸ₯‰29 Β· ⭐ 7.1K Β· πŸ’€) - SQL for Humans. ISC - -- [GitHub](https://github.com/kennethreitz/records) (πŸ‘¨β€πŸ’» 37 Β· πŸ”€ 580 Β· πŸ“¦ 1.2K Β· πŸ“‹ 140 - 43% open Β· ⏱️ 13.03.2023): - - ``` - git clone https://github.com/kennethreitz/records - ``` -- [PyPi](https://pypi.org/project/records) (πŸ“₯ 240K / month Β· πŸ“¦ 180 Β· ⏱️ 15.12.2021): - ``` - pip install records - ``` -- [Conda](https://anaconda.org/conda-forge/records) (πŸ“₯ 25K Β· ⏱️ 16.06.2023): - ``` - conda install -c conda-forge records - ``` -
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confluent-kafka-python (πŸ₯‰29 Β· ⭐ 3.4K) - Confluents Kafka Python Client. Apache-2 +
pysolr (πŸ₯‰30 Β· ⭐ 660) - Pysolr Python Solr client. BSD-3 -- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (πŸ‘¨β€πŸ’» 100 Β· πŸ”€ 900 Β· πŸ“¦ 9.2K): +- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 360 Β· πŸ“¦ 3.4K Β· πŸ“‹ 150 - 17% open Β· ⏱️ 04.04.2024): ``` - git clone https://github.com/confluentinc/confluent-kafka-python + git clone https://github.com/django-haystack/pysolr ``` -- [PyPi](https://pypi.org/project/confluent-kafka) (πŸ“₯ 12M / month Β· πŸ“¦ 490 Β· ⏱️ 25.10.2023): +- [PyPi](https://pypi.org/project/pysolr) (πŸ“₯ 320K / month Β· πŸ“¦ 1.3K Β· ⏱️ 13.10.2023): ``` - pip install confluent-kafka + pip install pysolr ``` -- [Conda](https://anaconda.org/conda-forge/python-confluent-kafka) (πŸ“₯ 830K Β· ⏱️ 30.01.2024): +- [Conda](https://anaconda.org/conda-forge/pysolr) (πŸ“₯ 23K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge python-confluent-kafka + conda install -c conda-forge pysolr ```
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piccolos (πŸ₯‰29 Β· ⭐ 1.2K) - A fast, user friendly ORM and query builder which supports asyncio. MIT +
piccolos (πŸ₯‰29 Β· ⭐ 1.3K) - A fast, user friendly ORM and query builder which supports asyncio. MIT - [GitHub](https://github.com/piccolo-orm/piccolo) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 85 Β· πŸ“¦ 340 Β· πŸ“‹ 380 - 32% open Β· ⏱️ 22.03.2024): ``` git clone https://github.com/piccolo-orm/piccolo ``` -- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 19K / month Β· πŸ“¦ 11 Β· ⏱️ 22.03.2024): +- [PyPi](https://pypi.org/project/piccolo) (πŸ“₯ 17K / month Β· πŸ“¦ 11 Β· ⏱️ 22.03.2024): ``` pip install piccolo ```
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pysolr (πŸ₯‰29 Β· ⭐ 660) - Pysolr Python Solr client. BSD-3 +
prisma (πŸ₯‰28 Β· ⭐ 1.6K) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2 -- [GitHub](https://github.com/django-haystack/pysolr) (πŸ‘¨β€πŸ’» 71 Β· πŸ”€ 310 Β· πŸ“¦ 3.4K Β· πŸ“‹ 150 - 15% open Β· ⏱️ 19.03.2024): +- [GitHub](https://github.com/RobertCraigie/prisma-client-py) (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 69 Β· πŸ“‹ 390 - 52% open Β· ⏱️ 24.03.2024): ``` - git clone https://github.com/django-haystack/pysolr - ``` -- [PyPi](https://pypi.org/project/pysolr) (πŸ“₯ 320K / month): - ``` - pip install pysolr + git clone https://github.com/RobertCraigie/prisma-client-py ``` -- [Conda](https://anaconda.org/conda-forge/pysolr) (πŸ“₯ 22K Β· ⏱️ 16.06.2023): +- [PyPi](https://pypi.org/project/prisma) (πŸ“₯ 79K / month Β· πŸ“¦ 16 Β· ⏱️ 24.03.2024): ``` - conda install -c conda-forge pysolr + pip install prisma ```
HappyBase (πŸ₯‰27 Β· ⭐ 610) - A developer-friendly Python library to interact with Apache HBase. MIT -- [GitHub](https://github.com/python-happybase/happybase) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 160 Β· πŸ“¦ 830 Β· πŸ“‹ 220 - 14% open Β· ⏱️ 04.12.2023): +- [GitHub](https://github.com/python-happybase/happybase) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 160 Β· πŸ“¦ 840 Β· πŸ“‹ 220 - 14% open Β· ⏱️ 04.12.2023): ``` git clone https://github.com/python-happybase/happybase ``` -- [PyPi](https://pypi.org/project/happybase) (πŸ“₯ 51K / month Β· πŸ“¦ 230 Β· ⏱️ 14.05.2019): +- [PyPi](https://pypi.org/project/happybase) (πŸ“₯ 52K / month Β· πŸ“¦ 230 Β· ⏱️ 14.05.2019): ``` pip install happybase ``` @@ -3318,70 +3205,62 @@ _Libraries for connecting to, operating, and querying databases._ pip install filedepot ```
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prisma (πŸ₯‰26 Β· ⭐ 1.6K) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2 +
ODMantic (πŸ₯‰26 Β· ⭐ 960) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC -- [GitHub](https://github.com/RobertCraigie/prisma-client-py) (πŸ‘¨β€πŸ’» 28 Β· πŸ”€ 69 Β· πŸ“‹ 360 - 48% open Β· ⏱️ 24.03.2024): +- [GitHub](https://github.com/art049/odmantic) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 92 Β· πŸ“¦ 3.2K Β· πŸ“‹ 170 - 48% open Β· ⏱️ 23.03.2024): ``` - git clone https://github.com/RobertCraigie/prisma-client-py + git clone https://github.com/art049/odmantic ``` -- [PyPi](https://pypi.org/project/prisma) (πŸ“₯ 83K / month): +- [PyPi](https://pypi.org/project/odmantic) (πŸ“₯ 26K / month Β· πŸ“¦ 8 Β· ⏱️ 18.03.2024): ``` - pip install prisma + pip install odmantic ```
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ODMantic (πŸ₯‰26 Β· ⭐ 960) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC +
libcloud (πŸ₯‰25 Β· ⭐ 2K Β· πŸ“‰) - Apache Libcloud is a Python library which hides differences.. Apache-2 -- [GitHub](https://github.com/art049/odmantic) (πŸ‘¨β€πŸ’» 19 Β· πŸ”€ 88 Β· πŸ“¦ 3.2K Β· πŸ“‹ 150 - 41% open Β· ⏱️ 23.03.2024): +- [GitHub](https://github.com/apache/libcloud) (πŸ‘¨β€πŸ’» 480 Β· πŸ”€ 860 Β· πŸ“‹ 200 - 39% open Β· ⏱️ 03.12.2023): ``` - git clone https://github.com/art049/odmantic + git clone https://github.com/apache/libcloud ``` -- [PyPi](https://pypi.org/project/odmantic) (πŸ“₯ 27K / month): +- [PyPi](https://pypi.org/project/apache-libcloud) (πŸ“₯ 270K / month): ``` - pip install odmantic + pip install apache-libcloud ```
psycopg3 (πŸ₯‰19 Β· ⭐ 1.4K) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0 -- [GitHub](https://github.com/psycopg/psycopg) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 140 Β· πŸ“‹ 410 - 7% open Β· ⏱️ 26.02.2024): +- [GitHub](https://github.com/psycopg/psycopg) (πŸ‘¨β€πŸ’» 51 Β· πŸ”€ 140 Β· πŸ“‹ 420 - 7% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/psycopg/psycopg ```
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aioprometheus (πŸ₯‰19 Β· ⭐ 170) - A Prometheus Python client library for asyncio-based applications. MIT - -- [GitHub](https://github.com/claws/aioprometheus) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 19 Β· πŸ“¦ 270 Β· πŸ“‹ 36 - 33% open Β· ⏱️ 27.12.2023): +
Show 22 hidden projects... - ``` - git clone https://github.com/claws/aioprometheus - ``` -- [PyPi](https://pypi.org/project/aioprometheus) (πŸ“₯ 170K / month): - ``` - pip install aioprometheus - ``` -
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Show 18 hidden projects... - -- psycopg2 (πŸ₯ˆ38 Β· ⭐ 3.2K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution +- psycopg2 (πŸ₯ˆ37 Β· ⭐ 3.2K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution - pyodbc (πŸ₯ˆ35 Β· ⭐ 2.8K) - Python ODBC bridge. ❗️MIT-0 - SQLAlchemy-Utils (πŸ₯ˆ34 Β· ⭐ 1.2K) - Various utility functions and datatypes for SQLAlchemy. ❗Unlicensed -- google-cloud-bigtable (πŸ₯‰31 Β· ⭐ 61) - Google Cloud Bigtable API client library. Apache-2 +- neo4j-driver (πŸ₯‰31 Β· ⭐ 860) - Neo4j Bolt driver for Python. ❗Unlicensed +- google-cloud-bigtable (πŸ₯‰31 Β· ⭐ 62) - Google Cloud Bigtable API client library. Apache-2 +- pygsheets (πŸ₯‰29 Β· ⭐ 1.5K) - Google Sheets Python API v4. ❗Unlicensed - redis-py-cluster (πŸ₯‰29 Β· ⭐ 1.1K Β· πŸ’€) - Python cluster client for the official redis cluster... MIT +- cx-Oracle (πŸ₯‰29 Β· ⭐ 880 Β· πŸ’€) - Python interface to Oracle Database now superseded by.. ❗Unlicensed +- gino (πŸ₯‰28 Β· ⭐ 2.6K Β· πŸ’€) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3 - mongo-connector (πŸ₯‰28 Β· ⭐ 1.9K Β· πŸ’€) - MongoDB data stream pipeline tools by YouGov (adopted.. Apache-2 - cloudant (πŸ₯‰27 Β· ⭐ 160 Β· πŸ’€) - A Python library for Cloudant and CouchDB. Apache-2 -- umongo (πŸ₯‰25 Β· ⭐ 440 Β· πŸ’€) - sync/async MongoDB ODM, yes. MIT -- gino (πŸ₯‰24 Β· ⭐ 2.6K Β· πŸ’€) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. ❗Unlicensed +- umongo (πŸ₯‰26 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₯‰23 Β· ⭐ 9) - 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 - PugSQL (πŸ₯‰20 Β· ⭐ 660 Β· πŸ’€) - A HugSQL-inspired database library for Python. Apache-2 - gsheets-db-api (πŸ₯‰20 Β· ⭐ 210 Β· πŸ’€) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT -- PyMODM (πŸ₯‰18 Β· ⭐ 350 Β· πŸ’€) - A Pythonic, object-oriented interface for working with MongoDB. ❗Unlicensed -- Queries (πŸ₯‰18 Β· ⭐ 260 Β· πŸ’€) - PostgreSQL database access simplified. BSD-3 -- lazydata (πŸ₯‰16 Β· ⭐ 630 Β· πŸ’€) - Lazydata: Scalable data dependencies for Python projects. Apache-2 -- SuperSQLite (πŸ₯‰15 Β· ⭐ 720 Β· πŸ’€) - A supercharged SQLite library for Python. MIT +- Queries (πŸ₯‰19 Β· ⭐ 260 Β· πŸ’€) - PostgreSQL database access simplified. BSD-3 +- py2neo (πŸ₯‰18 Β· ⭐ 9) - EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2 +- aioprometheus (πŸ₯‰17 Β· ⭐ 170) - A Prometheus Python client library for asyncio-based.. ❗Unlicensed +- SuperSQLite (πŸ₯‰14 Β· ⭐ 720 Β· πŸ’€) - A supercharged SQLite library for Python. MIT +- lazydata (πŸ₯‰14 Β· ⭐ 630 Β· πŸ’€) - Lazydata: Scalable data dependencies for Python projects. Apache-2

@@ -3393,16 +3272,16 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
Datasets (πŸ₯‡43 Β· ⭐ 18K) - The largest hub of ready-to-use datasets for ML models with fast,.. Apache-2 -- [GitHub](https://github.com/huggingface/datasets) (πŸ‘¨β€πŸ’» 560 Β· πŸ”€ 2.4K Β· πŸ“¦ 42K Β· πŸ“‹ 2.7K - 21% open Β· ⏱️ 25.03.2024): +- [GitHub](https://github.com/huggingface/datasets) (πŸ‘¨β€πŸ’» 560 Β· πŸ”€ 2.5K Β· πŸ“¦ 43K Β· πŸ“‹ 2.8K - 23% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/huggingface/datasets ``` -- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 7.9M / month): +- [PyPi](https://pypi.org/project/datasets) (πŸ“₯ 8.3M / month Β· πŸ“¦ 1K Β· ⏱️ 01.03.2024): ``` pip install datasets ``` -- [Conda](https://anaconda.org/conda-forge/datasets) (πŸ“₯ 680K Β· ⏱️ 02.03.2024): +- [Conda](https://anaconda.org/conda-forge/datasets) (πŸ“₯ 690K Β· ⏱️ 02.03.2024): ``` conda install -c conda-forge datasets ``` @@ -3414,7 +3293,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s ``` git clone https://github.com/joke2k/faker ``` -- [PyPi](https://pypi.org/project/Faker) (πŸ“₯ 15M / month Β· πŸ“¦ 3.3K Β· ⏱️ 25.03.2024): +- [PyPi](https://pypi.org/project/Faker) (πŸ“₯ 14M / month Β· πŸ“¦ 3.3K Β· ⏱️ 25.03.2024): ``` pip install Faker ``` @@ -3425,7 +3304,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
Tablib (πŸ₯‡36 Β· ⭐ 4.5K) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT -- [GitHub](https://github.com/jazzband/tablib) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 550 Β· πŸ“¦ 95K Β· πŸ“‹ 250 - 10% open Β· ⏱️ 23.03.2024): +- [GitHub](https://github.com/jazzband/tablib) (πŸ‘¨β€πŸ’» 120 Β· πŸ”€ 560 Β· πŸ“¦ 96K Β· πŸ“‹ 250 - 10% open Β· ⏱️ 01.04.2024): ``` git clone https://github.com/jazzband/tablib @@ -3439,30 +3318,14 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge tablib ```
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xmltodict (πŸ₯ˆ34 Β· ⭐ 5.4K Β· πŸ’€) - Python module that makes working with XML feel like you are.. MIT - -- [GitHub](https://github.com/martinblech/xmltodict) (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 450 Β· πŸ“¦ 64K Β· πŸ“‹ 240 - 33% open Β· ⏱️ 12.03.2023): - - ``` - git clone https://github.com/martinblech/xmltodict - ``` -- [PyPi](https://pypi.org/project/xmltodict) (πŸ“₯ 46M / month): - ``` - pip install xmltodict - ``` -- [Conda](https://anaconda.org/conda-forge/xmltodict) (πŸ“₯ 3.7M Β· ⏱️ 16.06.2023): - ``` - conda install -c conda-forge xmltodict - ``` -
gdown (πŸ₯ˆ34 Β· ⭐ 3.8K) - Google Drive Public File Downloader when Curl/Wget Fails. MIT -- [GitHub](https://github.com/wkentaro/gdown) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 310 Β· πŸ“¦ 28K Β· πŸ“‹ 160 - 15% open Β· ⏱️ 11.02.2024): +- [GitHub](https://github.com/wkentaro/gdown) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 320 Β· πŸ“¦ 28K Β· πŸ“‹ 160 - 15% open Β· ⏱️ 11.02.2024): ``` git clone https://github.com/wkentaro/gdown ``` -- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 1.6M / month): +- [PyPi](https://pypi.org/project/gdown) (πŸ“₯ 1.6M / month Β· πŸ“¦ 490 Β· ⏱️ 03.02.2024): ``` pip install gdown ``` @@ -3489,28 +3352,28 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
csvkit (πŸ₯ˆ33 Β· ⭐ 5.8K) - A suite of utilities for converting to and working with CSV, the king of.. MIT -- [GitHub](https://github.com/wireservice/csvkit) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 600 Β· πŸ“¦ 1.6K Β· πŸ“‹ 900 - 3% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/wireservice/csvkit) (πŸ‘¨β€πŸ’» 110 Β· πŸ”€ 600 Β· πŸ“¦ 1.6K Β· πŸ“‹ 900 - 3% open Β· ⏱️ 28.03.2024): ``` git clone https://github.com/wireservice/csvkit ``` -- [PyPi](https://pypi.org/project/csvkit) (πŸ“₯ 200K / month Β· πŸ“¦ 370 Β· ⏱️ 13.02.2024): +- [PyPi](https://pypi.org/project/csvkit) (πŸ“₯ 200K / month Β· πŸ“¦ 370 Β· ⏱️ 28.03.2024): ``` pip install csvkit ``` -- [Conda](https://anaconda.org/conda-forge/csvkit) (πŸ“₯ 110K Β· ⏱️ 14.02.2024): +- [Conda](https://anaconda.org/conda-forge/csvkit) (πŸ“₯ 110K Β· ⏱️ 28.03.2024): ``` conda install -c conda-forge csvkit ```
pandas-datareader (πŸ₯ˆ33 Β· ⭐ 2.8K) - Extract data from a wide range of Internet sources into a.. BSD-3 -- [GitHub](https://github.com/pydata/pandas-datareader) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 680 Β· πŸ“¦ 23K Β· πŸ“‹ 540 - 26% open Β· ⏱️ 24.10.2023): +- [GitHub](https://github.com/pydata/pandas-datareader) (πŸ‘¨β€πŸ’» 92 Β· πŸ”€ 680 Β· πŸ“¦ 23K Β· πŸ“‹ 540 - 26% open Β· ⏱️ 24.10.2023): ``` git clone https://github.com/pydata/pandas-datareader ``` -- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 450K / month Β· πŸ“¦ 860 Β· ⏱️ 13.07.2021): +- [PyPi](https://pypi.org/project/pandas-datareader) (πŸ“₯ 440K / month Β· πŸ“¦ 860 Β· ⏱️ 13.07.2021): ``` pip install pandas-datareader ``` @@ -3519,58 +3382,58 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge pandas-datareader ```
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Intake (πŸ₯ˆ32 Β· ⭐ 980) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2 +
snorkel (πŸ₯ˆ31 Β· ⭐ 5.7K) - A system for quickly generating training data with weak supervision. Apache-2 -- [GitHub](https://github.com/intake/intake) (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 140 Β· πŸ“¦ 2.1K Β· πŸ“‹ 370 - 28% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/snorkel-team/snorkel) (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 860 Β· πŸ“₯ 1.1K Β· πŸ“¦ 490 Β· πŸ“‹ 980 - 1% open Β· ⏱️ 27.02.2024): ``` - git clone https://github.com/intake/intake + git clone https://github.com/snorkel-team/snorkel ``` -- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 66K / month Β· πŸ“¦ 130 Β· ⏱️ 19.03.2024): +- [PyPi](https://pypi.org/project/snorkel) (πŸ“₯ 42K / month Β· πŸ“¦ 14 Β· ⏱️ 27.02.2024): ``` - pip install intake + pip install snorkel ``` -- [Conda](https://anaconda.org/conda-forge/intake) (πŸ“₯ 550K Β· ⏱️ 19.03.2024): +- [Conda](https://anaconda.org/conda-forge/snorkel) (πŸ“₯ 48K Β· ⏱️ 28.02.2024): ``` - conda install -c conda-forge intake + conda install -c conda-forge snorkel ```
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snorkel (πŸ₯ˆ31 Β· ⭐ 5.7K) - A system for quickly generating training data with weak supervision. Apache-2 +
Intake (πŸ₯‰30 Β· ⭐ 980) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2 -- [GitHub](https://github.com/snorkel-team/snorkel) (πŸ‘¨β€πŸ’» 81 Β· πŸ”€ 860 Β· πŸ“₯ 1.1K Β· πŸ“¦ 490 Β· πŸ“‹ 980 - 1% open Β· ⏱️ 27.02.2024): +- [GitHub](https://github.com/intake/intake) (πŸ‘¨β€πŸ’» 86 Β· πŸ”€ 140 Β· πŸ“¦ 2.2K Β· πŸ“‹ 360 - 27% open Β· ⏱️ 26.03.2024): ``` - git clone https://github.com/snorkel-team/snorkel + git clone https://github.com/intake/intake ``` -- [PyPi](https://pypi.org/project/snorkel) (πŸ“₯ 48K / month Β· πŸ“¦ 14 Β· ⏱️ 27.02.2024): +- [PyPi](https://pypi.org/project/intake) (πŸ“₯ 62K / month): ``` - pip install snorkel + pip install intake ``` -- [Conda](https://anaconda.org/conda-forge/snorkel) (πŸ“₯ 48K Β· ⏱️ 28.02.2024): +- [Conda](https://anaconda.org/conda-forge/intake) (πŸ“₯ 560K Β· ⏱️ 19.03.2024): ``` - conda install -c conda-forge snorkel + conda install -c conda-forge intake ```
img2dataset (πŸ₯‰28 Β· ⭐ 3.2K) - Easily turn large sets of image urls to an image dataset. Can.. MIT -- [GitHub](https://github.com/rom1504/img2dataset) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 300 Β· πŸ“₯ 1.6K Β· πŸ“¦ 120 Β· πŸ“‹ 250 - 42% open Β· ⏱️ 22.02.2024): +- [GitHub](https://github.com/rom1504/img2dataset) (πŸ‘¨β€πŸ’» 34 Β· πŸ”€ 300 Β· πŸ“₯ 1.6K Β· πŸ“¦ 130 Β· πŸ“‹ 240 - 42% open Β· ⏱️ 22.02.2024): ``` git clone https://github.com/rom1504/img2dataset ``` -- [PyPi](https://pypi.org/project/img2dataset) (πŸ“₯ 44K / month Β· πŸ“¦ 2 Β· ⏱️ 22.01.2024): +- [PyPi](https://pypi.org/project/img2dataset) (πŸ“₯ 40K / month): ``` pip install img2dataset ```
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textract (πŸ₯‰24 Β· ⭐ 3.8K) - extract text from any document. no muss. no fuss. MIT +
textract (πŸ₯‰27 Β· ⭐ 3.8K) - extract text from any document. no muss. no fuss. MIT -- [GitHub](https://github.com/deanmalmgren/textract) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 540 Β· πŸ“‹ 240 - 45% open Β· ⏱️ 10.03.2024): +- [GitHub](https://github.com/deanmalmgren/textract) (πŸ‘¨β€πŸ’» 41 Β· πŸ”€ 560 Β· πŸ“‹ 250 - 49% open Β· ⏱️ 10.03.2024): ``` git clone https://github.com/deanmalmgren/textract ``` -- [PyPi](https://pypi.org/project/textract) (πŸ“₯ 130K / month): +- [PyPi](https://pypi.org/project/textract) (πŸ“₯ 130K / month Β· πŸ“¦ 130 Β· ⏱️ 10.03.2022): ``` pip install textract ``` @@ -3579,62 +3442,62 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c conda-forge textract ```
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camelot (πŸ₯‰24 Β· ⭐ 2.6K) - A Python library to extract tabular data from PDFs. MIT +
rows (πŸ₯‰23 Β· ⭐ 860) - A common, beautiful interface to tabular data, no matter the format. ❗️LGPL-3.0 -- [GitHub](https://github.com/camelot-dev/camelot) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 410 Β· πŸ“‹ 370 - 70% open Β· ⏱️ 02.10.2023): +- [GitHub](https://github.com/turicas/rows) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 140 Β· πŸ“₯ 38 Β· πŸ“¦ 170 Β· πŸ“‹ 320 - 52% open Β· ⏱️ 09.03.2024): ``` - git clone https://github.com/camelot-dev/camelot + git clone https://github.com/turicas/rows ``` -- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 7.2K / month Β· πŸ“¦ 10 Β· ⏱️ 15.12.2021): +- [PyPi](https://pypi.org/project/rows) (πŸ“₯ 1.1K / month Β· πŸ“¦ 29 Β· ⏱️ 15.12.2021): ``` - pip install camelot + pip install rows ```
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rows (πŸ₯‰23 Β· ⭐ 860) - A common, beautiful interface to tabular data, no matter the format. ❗️LGPL-3.0 +
Upgini (πŸ₯‰21 Β· ⭐ 280) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3 -- [GitHub](https://github.com/turicas/rows) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 140 Β· πŸ“₯ 38 Β· πŸ“¦ 170 Β· πŸ“‹ 320 - 52% open Β· ⏱️ 09.03.2024): +- [GitHub](https://github.com/upgini/upgini) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 24 Β· πŸ“¦ 6 Β· ⏱️ 03.04.2024): ``` - git clone https://github.com/turicas/rows + git clone https://github.com/upgini/upgini ``` -- [PyPi](https://pypi.org/project/rows) (πŸ“₯ 1K / month Β· πŸ“¦ 29 Β· ⏱️ 15.12.2021): +- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 7.4K / month Β· ⏱️ 01.04.2024): ``` - pip install rows + pip install upgini ```
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Upgini (πŸ₯‰22 Β· ⭐ 280) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3 +
camelot (πŸ₯‰20 Β· ⭐ 2.6K) - A Python library to extract tabular data from PDFs. MIT -- [GitHub](https://github.com/upgini/upgini) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 24 Β· πŸ“¦ 6 Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/camelot-dev/camelot) (πŸ‘¨β€πŸ’» 46 Β· πŸ”€ 410 Β· πŸ“‹ 310 - 64% open Β· ⏱️ 02.10.2023): ``` - git clone https://github.com/upgini/upgini + git clone https://github.com/camelot-dev/camelot ``` -- [PyPi](https://pypi.org/project/upgini) (πŸ“₯ 8.8K / month Β· ⏱️ 28.03.2024): +- [PyPi](https://pypi.org/project/camelot) (πŸ“₯ 7K / month): ``` - pip install upgini + pip install camelot ```
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excalibur (πŸ₯‰20 Β· ⭐ 1.4K Β· πŸ’€) - A web interface to extract tabular data from PDFs. MIT +
excalibur (πŸ₯‰20 Β· ⭐ 1.5K Β· πŸ’€) - A web interface to extract tabular data from PDFs. MIT - [GitHub](https://github.com/camelot-dev/excalibur) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 220 Β· πŸ“₯ 12K Β· πŸ“‹ 120 - 67% open Β· ⏱️ 15.07.2023): ``` git clone https://github.com/camelot-dev/excalibur ``` -- [PyPi](https://pypi.org/project/excalibur-py) (πŸ“₯ 1.6K / month Β· ⏱️ 21.03.2020): +- [PyPi](https://pypi.org/project/excalibur-py) (πŸ“₯ 1.5K / month): ``` pip install excalibur-py ```
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Squirrel (πŸ₯‰16 Β· ⭐ 280) - A Python library that enables ML teams to share, load, and transform.. Apache-2 +
Squirrel (πŸ₯‰15 Β· ⭐ 280) - A Python library that enables ML teams to share, load, and transform.. Apache-2 - [GitHub](https://github.com/merantix-momentum/squirrel-core) (πŸ‘¨β€πŸ’» 16 Β· πŸ”€ 8 Β· πŸ“¦ 2 Β· πŸ“‹ 12 - 16% open Β· ⏱️ 15.01.2024): ``` git clone https://github.com/merantix-momentum/squirrel-core ``` -- [PyPi](https://pypi.org/project/squirrel-core) (πŸ“₯ 830 / month Β· ⏱️ 15.01.2024): +- [PyPi](https://pypi.org/project/squirrel-core) (πŸ“₯ 670 / month Β· ⏱️ 15.01.2024): ``` pip install squirrel-core ``` @@ -3643,13 +3506,14 @@ _Libraries for loading, collecting, and extracting data from a variety of data s conda install -c anaconda squirrel-core ```
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Show 13 hidden projects... +
Show 14 hidden projects... +- xmltodict (πŸ₯ˆ35 Β· ⭐ 5.4K Β· πŸ’€) - Python module that makes working with XML feel like you are.. MIT - xlwings (πŸ₯ˆ34 Β· ⭐ 2.8K) - xlwings is a Python library that makes it easy to call Python.. ❗Unlicensed - xlrd (πŸ₯ˆ33 Β· ⭐ 2.1K Β· πŸ’€) - Please use openpyxl where you can... BSD-3 -- python-magic (πŸ₯ˆ31 Β· ⭐ 2.5K Β· πŸ“‰) - A python wrapper for libmagic. ❗Unlicensed -- SDV (πŸ₯ˆ31 Β· ⭐ 2.1K) - Synthetic data generation for tabular data. ❗️SSPL-1.0 -- PDFMiner (πŸ₯‰29 Β· ⭐ 5.2K Β· πŸ’€) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT +- python-magic (πŸ₯ˆ31 Β· ⭐ 2.5K) - A python wrapper for libmagic. ❗Unlicensed +- PDFMiner (πŸ₯‰30 Β· ⭐ 5.2K Β· πŸ’€) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT +- SDV (πŸ₯‰30 Β· ⭐ 2.1K) - Synthetic data generation for tabular data. ❗Unlicensed - tabulator-py (πŸ₯‰28 Β· ⭐ 240 Β· πŸ’€) - Python library for reading and writing tabular data via streams. MIT - Singer (πŸ₯‰27 Β· ⭐ 1.2K Β· πŸ’€) - Standard for moving data between databases, web APIs, files,.. ❗️AGPL-3.0 - messytables (πŸ₯‰24 Β· ⭐ 390 Β· πŸ’€) - Tools for parsing messy tabular data. This is now superseded by.. MIT @@ -3669,32 +3533,32 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Airflow (πŸ₯‡48 Β· ⭐ 35K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2 -- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3.2K Β· πŸ”€ 13K Β· πŸ“₯ 610K Β· πŸ“¦ 10K Β· πŸ“‹ 9K - 10% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/apache/airflow) (πŸ‘¨β€πŸ’» 3.2K Β· πŸ”€ 13K Β· πŸ“₯ 610K Β· πŸ“¦ 10K Β· πŸ“‹ 9K - 9% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/apache/airflow ``` -- [PyPi](https://pypi.org/project/apache-airflow) (πŸ“₯ 25M / month Β· πŸ“¦ 360 Β· ⏱️ 27.03.2024): +- [PyPi](https://pypi.org/project/apache-airflow) (πŸ“₯ 25M / month Β· πŸ“¦ 360 Β· ⏱️ 03.04.2024): ``` pip install apache-airflow ``` -- [Conda](https://anaconda.org/conda-forge/airflow) (πŸ“₯ 1M Β· ⏱️ 12.03.2024): +- [Conda](https://anaconda.org/conda-forge/airflow) (πŸ“₯ 1M Β· ⏱️ 02.04.2024): ``` conda install -c conda-forge airflow ``` -- [Docker Hub](https://hub.docker.com/r/apache/airflow) (πŸ“₯ 870M Β· ⭐ 510 Β· ⏱️ 27.03.2024): +- [Docker Hub](https://hub.docker.com/r/apache/airflow) (πŸ“₯ 920M Β· ⭐ 510 Β· ⏱️ 03.04.2024): ``` docker pull apache/airflow ```
Celery (πŸ₯‡46 Β· ⭐ 23K) - Asynchronous task queue/job queue based on distributed message passing. BSD-3 -- [GitHub](https://github.com/celery/celery) (πŸ‘¨β€πŸ’» 1.3K Β· πŸ”€ 4.6K Β· πŸ“¦ 130K Β· πŸ“‹ 5.1K - 13% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/celery/celery) (πŸ‘¨β€πŸ’» 1.3K Β· πŸ”€ 4.6K Β· πŸ“¦ 130K Β· πŸ“‹ 5.1K - 13% open Β· ⏱️ 01.04.2024): ``` git clone https://github.com/celery/celery ``` -- [PyPi](https://pypi.org/project/celery) (πŸ“₯ 10M / month Β· πŸ“¦ 15K Β· ⏱️ 27.03.2024): +- [PyPi](https://pypi.org/project/celery) (πŸ“₯ 9.8M / month Β· πŸ“¦ 15K Β· ⏱️ 27.03.2024): ``` pip install celery ``` @@ -3703,14 +3567,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge celery ```
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Beam (πŸ₯‡44 Β· ⭐ 7.4K) - Unified programming model to define and execute data processing.. Apache-2 +
Beam (πŸ₯‡44 Β· ⭐ 7.5K) - Unified programming model to define and execute data processing.. Apache-2 -- [GitHub](https://github.com/apache/beam) (πŸ‘¨β€πŸ’» 1.6K Β· πŸ”€ 4.1K Β· πŸ“¦ 6.7K Β· πŸ“‹ 6.7K - 65% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/apache/beam) (πŸ‘¨β€πŸ’» 1.6K Β· πŸ”€ 4.1K Β· πŸ“¦ 6.7K Β· πŸ“‹ 6.7K - 65% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/apache/beam ``` -- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 7.1M / month Β· πŸ“¦ 190 Β· ⏱️ 25.03.2024): +- [PyPi](https://pypi.org/project/apache-beam) (πŸ“₯ 6.9M / month Β· πŸ“¦ 190 Β· ⏱️ 03.04.2024): ``` pip install apache-beam ``` @@ -3721,44 +3585,44 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Prefect (πŸ₯‡43 Β· ⭐ 14K) - Prefect is a workflow orchestration tool empowering developers to.. Apache-2 -- [GitHub](https://github.com/PrefectHQ/prefect) (πŸ‘¨β€πŸ’» 450 Β· πŸ”€ 1.4K Β· πŸ“¦ 4.6K Β· πŸ“‹ 4.6K - 13% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/PrefectHQ/prefect) (πŸ‘¨β€πŸ’» 450 Β· πŸ”€ 1.4K Β· πŸ“¦ 4.7K Β· πŸ“‹ 4.7K - 13% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/PrefectHQ/prefect ``` -- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 850K / month Β· πŸ“¦ 160 Β· ⏱️ 23.03.2024): +- [PyPi](https://pypi.org/project/prefect) (πŸ“₯ 890K / month Β· πŸ“¦ 160 Β· ⏱️ 29.03.2024): ``` pip install prefect ``` -- [Conda](https://anaconda.org/conda-forge/prefect) (πŸ“₯ 610K Β· ⏱️ 23.03.2024): +- [Conda](https://anaconda.org/conda-forge/prefect) (πŸ“₯ 610K Β· ⏱️ 29.03.2024): ``` conda install -c conda-forge prefect ```
Dagster (πŸ₯‡42 Β· ⭐ 10K) - An orchestration platform for the development, production, and.. Apache-2 -- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 1.2K Β· πŸ“¦ 2.1K Β· πŸ“‹ 7.2K - 34% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/dagster-io/dagster) (πŸ‘¨β€πŸ’» 420 Β· πŸ”€ 1.2K Β· πŸ“¦ 2.2K Β· πŸ“‹ 7.3K - 34% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/dagster-io/dagster ``` -- [PyPi](https://pypi.org/project/dagster) (πŸ“₯ 930K / month Β· πŸ“¦ 140 Β· ⏱️ 22.03.2024): +- [PyPi](https://pypi.org/project/dagster) (πŸ“₯ 880K / month Β· πŸ“¦ 140 Β· ⏱️ 29.03.2024): ``` pip install dagster ``` -- [Conda](https://anaconda.org/conda-forge/dagster) (πŸ“₯ 1.1M Β· ⏱️ 23.03.2024): +- [Conda](https://anaconda.org/conda-forge/dagster) (πŸ“₯ 1.1M Β· ⏱️ 30.03.2024): ``` conda install -c conda-forge dagster ```
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rq (πŸ₯ˆ40 Β· ⭐ 9.4K) - Simple job queues for Python. BSD-3 +
rq (πŸ₯ˆ40 Β· ⭐ 9.5K) - Simple job queues for Python. BSD-3 - [GitHub](https://github.com/rq/rq) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.4K Β· πŸ“¦ 16K Β· πŸ“‹ 1.1K - 17% open Β· ⏱️ 23.03.2024): ``` git clone https://github.com/rq/rq ``` -- [PyPi](https://pypi.org/project/rq) (πŸ“₯ 1.9M / month Β· πŸ“¦ 1.8K Β· ⏱️ 09.03.2024): +- [PyPi](https://pypi.org/project/rq) (πŸ“₯ 1.8M / month Β· πŸ“¦ 1.8K Β· ⏱️ 09.03.2024): ``` pip install rq ``` @@ -3767,9 +3631,9 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge rq ```
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Great Expectations (πŸ₯ˆ40 Β· ⭐ 9.4K Β· πŸ“ˆ) - Always know what to expect from your data. Apache-2 +
Great Expectations (πŸ₯ˆ40 Β· ⭐ 9.4K) - Always know what to expect from your data. Apache-2 -- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 1.5K Β· πŸ“‹ 1.9K - 9% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/great-expectations/great_expectations) (πŸ‘¨β€πŸ’» 430 Β· πŸ”€ 1.5K Β· πŸ“‹ 1.9K - 9% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/great-expectations/great_expectations @@ -3785,24 +3649,24 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Kedro (πŸ₯ˆ38 Β· ⭐ 9.3K) - Kedro is a toolbox for production-ready data science. It uses software.. Apache-2 -- [GitHub](https://github.com/kedro-org/kedro) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 860 Β· πŸ“¦ 2.2K Β· πŸ“‹ 1.8K - 16% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/kedro-org/kedro) (πŸ‘¨β€πŸ’» 220 Β· πŸ”€ 860 Β· πŸ“¦ 2.3K Β· πŸ“‹ 1.8K - 15% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/kedro-org/kedro ``` -- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 510K / month Β· πŸ“¦ 74 Β· ⏱️ 27.02.2024): +- [PyPi](https://pypi.org/project/kedro) (πŸ“₯ 490K / month Β· πŸ“¦ 74 Β· ⏱️ 27.02.2024): ``` pip install kedro ```
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dbt (πŸ₯ˆ38 Β· ⭐ 8.7K) - dbt enables data analysts and engineers to transform their data using the.. Apache-2 +
dbt (πŸ₯ˆ38 Β· ⭐ 8.8K) - 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’» 310 Β· πŸ”€ 1.5K Β· πŸ“₯ 4.2K Β· πŸ“¦ 4.6K Β· πŸ“‹ 5.1K - 10% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/dbt-labs/dbt-core) (πŸ‘¨β€πŸ’» 310 Β· πŸ”€ 1.5K Β· πŸ“₯ 4.1K Β· πŸ“¦ 4.6K Β· πŸ“‹ 5.1K - 10% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/dbt-labs/dbt-core ``` -- [PyPi](https://pypi.org/project/dbt) (πŸ“₯ 47K / month Β· πŸ“¦ 30 Β· ⏱️ 25.03.2024): +- [PyPi](https://pypi.org/project/dbt) (πŸ“₯ 46K / month Β· πŸ“¦ 30 Β· ⏱️ 01.04.2024): ``` pip install dbt ``` @@ -3813,12 +3677,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
joblib (πŸ₯ˆ38 Β· ⭐ 3.6K) - Computing with Python functions. BSD-3 -- [GitHub](https://github.com/joblib/joblib) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 380 Β· πŸ“¦ 410K Β· πŸ“‹ 870 - 45% open Β· ⏱️ 01.12.2023): +- [GitHub](https://github.com/joblib/joblib) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 380 Β· πŸ“¦ 410K Β· πŸ“‹ 880 - 45% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/joblib/joblib ``` -- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 49M / month Β· πŸ“¦ 6.8K Β· ⏱️ 09.08.2023): +- [PyPi](https://pypi.org/project/joblib) (πŸ“₯ 48M / month Β· πŸ“¦ 6.8K Β· ⏱️ 09.08.2023): ``` pip install joblib ``` @@ -3827,14 +3691,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge joblib ```
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luigi (πŸ₯ˆ37 Β· ⭐ 17K) - Luigi is a Python module that helps you build complex pipelines of batch.. Apache-2 +
luigi (πŸ₯ˆ36 Β· ⭐ 17K) - Luigi is a Python module that helps you build complex pipelines of batch.. Apache-2 - [GitHub](https://github.com/spotify/luigi) (πŸ‘¨β€πŸ’» 610 Β· πŸ”€ 2.4K Β· πŸ“¦ 2.4K Β· πŸ“‹ 1K - 12% open Β· ⏱️ 23.01.2024): ``` git clone https://github.com/spotify/luigi ``` -- [PyPi](https://pypi.org/project/luigi) (πŸ“₯ 440K / month Β· πŸ“¦ 420 Β· ⏱️ 15.01.2024): +- [PyPi](https://pypi.org/project/luigi) (πŸ“₯ 420K / month Β· πŸ“¦ 420 Β· ⏱️ 15.01.2024): ``` pip install luigi ``` @@ -3850,7 +3714,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/petl-developers/petl ``` -- [PyPi](https://pypi.org/project/petl) (πŸ“₯ 2.7M / month Β· πŸ“¦ 86 Β· ⏱️ 12.03.2024): +- [PyPi](https://pypi.org/project/petl) (πŸ“₯ 2.9M / month Β· πŸ“¦ 86 Β· ⏱️ 12.03.2024): ``` pip install petl ``` @@ -3861,130 +3725,114 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Activeloop (πŸ₯ˆ33 Β· ⭐ 7.6K) - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use.. MPL-2.0 -- [GitHub](https://github.com/activeloopai/deeplake) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 580 Β· πŸ“¦ 2.7K Β· πŸ“‹ 450 - 11% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/activeloopai/deeplake) (πŸ‘¨β€πŸ’» 130 Β· πŸ”€ 580 Β· πŸ“¦ 2.7K Β· πŸ“‹ 450 - 11% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/activeloopai/Hub ``` -- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 3.8K / month Β· πŸ“¦ 54 Β· ⏱️ 02.02.2023): +- [PyPi](https://pypi.org/project/hub) (πŸ“₯ 3.8K / month): ``` pip install hub ```
zenml (πŸ₯ˆ33 Β· ⭐ 3.6K) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2 -- [GitHub](https://github.com/zenml-io/zenml) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 380 Β· πŸ“₯ 1 Β· πŸ“¦ 460 Β· πŸ“‹ 270 - 13% open Β· ⏱️ 25.03.2024): +- [GitHub](https://github.com/zenml-io/zenml) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 390 Β· πŸ“₯ 1 Β· πŸ“¦ 470 Β· πŸ“‹ 300 - 20% open Β· ⏱️ 28.03.2024): ``` git clone https://github.com/zenml-io/zenml ``` -- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 19K / month): +- [PyPi](https://pypi.org/project/zenml) (πŸ“₯ 16K / month Β· πŸ“¦ 2 Β· ⏱️ 25.03.2024): ``` pip install zenml ```
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whylogs (πŸ₯ˆ31 Β· ⭐ 2.5K) - Open standard for end-to-end data and ML monitoring for any scale in.. Apache-2 +
whylogs (πŸ₯ˆ30 Β· ⭐ 2.5K) - Open standard for end-to-end data and ML monitoring for any scale in.. Apache-2 - [GitHub](https://github.com/whylabs/whylogs) (πŸ‘¨β€πŸ’» 32 Β· πŸ”€ 120 Β· πŸ“₯ 46 Β· πŸ“¦ 240 Β· πŸ“‹ 420 - 3% open Β· ⏱️ 27.03.2024): ``` git clone https://github.com/whylabs/whylogs ``` -- [PyPi](https://pypi.org/project/whylogs) (πŸ“₯ 230K / month Β· πŸ“¦ 6 Β· ⏱️ 26.03.2024): +- [PyPi](https://pypi.org/project/whylogs) (πŸ“₯ 240K / month Β· πŸ“¦ 6 Β· ⏱️ 26.03.2024): ``` pip install whylogs ```
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huey (πŸ₯ˆ30 Β· ⭐ 4.9K) - a little task queue for python. MIT +
arq (πŸ₯ˆ30 Β· ⭐ 1.9K) - Fast job queuing and RPC in python with asyncio and redis. MIT -- [GitHub](https://github.com/coleifer/huey) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 380 Β· πŸ“¦ 1.4K Β· ⏱️ 23.01.2024): +- [GitHub](https://github.com/samuelcolvin/arq) (πŸ‘¨β€πŸ’» 60 Β· πŸ”€ 150 Β· πŸ“¦ 570 Β· πŸ“‹ 210 - 28% open Β· ⏱️ 01.04.2024): ``` - git clone https://github.com/coleifer/huey + git clone https://github.com/samuelcolvin/arq ``` -- [PyPi](https://pypi.org/project/huey) (πŸ“₯ 94K / month Β· πŸ“¦ 180 Β· ⏱️ 20.09.2023): +- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 93K / month Β· πŸ“¦ 21 Β· ⏱️ 01.04.2024): ``` - pip install huey + pip install arq ``` -- [Conda](https://anaconda.org/conda-forge/huey) (πŸ“₯ 33K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/arq) (πŸ“₯ 9.6K Β· ⏱️ 16.06.2023): ``` - conda install -c conda-forge huey + conda install -c conda-forge arq ```
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mleap (πŸ₯‰29 Β· ⭐ 1.5K) - MLeap: Deploy ML Pipelines to Production. Apache-2 +
huey (πŸ₯‰29 Β· ⭐ 4.9K) - a little task queue for python. MIT -- [GitHub](https://github.com/combust/mleap) (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 320 Β· πŸ“¦ 220 Β· πŸ“‹ 480 - 23% open Β· ⏱️ 14.11.2023): +- [GitHub](https://github.com/coleifer/huey) (πŸ‘¨β€πŸ’» 67 Β· πŸ”€ 360 Β· πŸ“¦ 1.4K Β· ⏱️ 23.01.2024): ``` - git clone https://github.com/combust/mleap - ``` -- [PyPi](https://pypi.org/project/mleap) (πŸ“₯ 190K / month Β· πŸ“¦ 25 Β· ⏱️ 14.11.2023): - ``` - pip install mleap - ``` -- [Conda](https://anaconda.org/conda-forge/mleap) (πŸ“₯ 79K Β· ⏱️ 15.11.2023): - ``` - conda install -c conda-forge mleap + git clone https://github.com/coleifer/huey ``` -
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PyFunctional (πŸ₯‰27 Β· ⭐ 2.3K) - Python library for creating data pipelines with chain functional.. MIT - -- [GitHub](https://github.com/EntilZha/PyFunctional) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 130 Β· πŸ“¦ 770 Β· πŸ“‹ 140 - 10% open Β· ⏱️ 13.03.2024): - +- [PyPi](https://pypi.org/project/huey) (πŸ“₯ 90K / month): ``` - git clone https://github.com/EntilZha/PyFunctional + pip install huey ``` -- [PyPi](https://pypi.org/project/pyfunctional) (πŸ“₯ 190K / month Β· πŸ“¦ 27 Β· ⏱️ 13.03.2024): +- [Conda](https://anaconda.org/conda-forge/huey) (πŸ“₯ 33K Β· ⏱️ 16.06.2023): ``` - pip install pyfunctional + conda install -c conda-forge huey ```
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arq (πŸ₯‰27 Β· ⭐ 1.9K) - Fast job queuing and RPC in python with asyncio and redis. MIT +
mleap (πŸ₯‰29 Β· ⭐ 1.5K) - MLeap: Deploy ML Pipelines to Production. Apache-2 -- [GitHub](https://github.com/samuelcolvin/arq) (πŸ‘¨β€πŸ’» 55 Β· πŸ”€ 140 Β· πŸ“¦ 570 Β· πŸ“‹ 210 - 28% open Β· ⏱️ 30.10.2023): +- [GitHub](https://github.com/combust/mleap) (πŸ‘¨β€πŸ’» 85 Β· πŸ”€ 310 Β· πŸ“¦ 220 Β· πŸ“‹ 470 - 22% open Β· ⏱️ 14.11.2023): ``` - git clone https://github.com/samuelcolvin/arq + git clone https://github.com/combust/mleap ``` -- [PyPi](https://pypi.org/project/arq) (πŸ“₯ 92K / month): +- [PyPi](https://pypi.org/project/mleap) (πŸ“₯ 190K / month): ``` - pip install arq + pip install mleap ``` -- [Conda](https://anaconda.org/conda-forge/arq) (πŸ“₯ 9.6K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/mleap) (πŸ“₯ 79K Β· ⏱️ 15.11.2023): ``` - conda install -c conda-forge arq + conda install -c conda-forge mleap ```
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ploomber (πŸ₯‰26 Β· ⭐ 3.4K) - The fastest way to build data pipelines. Develop iteratively,.. Apache-2 +
ploomber (πŸ₯‰28 Β· ⭐ 3.4K) - The fastest way to build data pipelines. Develop iteratively,.. Apache-2 -- [GitHub](https://github.com/ploomber/ploomber) (πŸ‘¨β€πŸ’» 80 Β· πŸ”€ 220 Β· πŸ“¦ 120 Β· πŸ“‹ 860 - 11% open Β· ⏱️ 20.02.2024): +- [GitHub](https://github.com/ploomber/ploomber) (πŸ‘¨β€πŸ’» 80 Β· πŸ”€ 220 Β· πŸ“¦ 130 Β· πŸ“‹ 860 - 11% open Β· ⏱️ 20.02.2024): ``` git clone https://github.com/ploomber/ploomber ``` -- [PyPi](https://pypi.org/project/ploomber) (πŸ“₯ 5.2K / month): +- [PyPi](https://pypi.org/project/ploomber) (πŸ“₯ 4.8K / month Β· πŸ“¦ 7 Β· ⏱️ 08.02.2024): ``` pip install ploomber ``` -- [Conda](https://anaconda.org/conda-forge/ploomber) (πŸ“₯ 83K Β· ⏱️ 09.02.2024): +- [Conda](https://anaconda.org/conda-forge/ploomber) (πŸ“₯ 84K Β· ⏱️ 09.02.2024): ``` conda install -c conda-forge ploomber ```
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Pypeline (πŸ₯‰25 Β· ⭐ 1.5K Β· πŸ’€) - Concurrent data pipelines in Python . MIT +
PyFunctional (πŸ₯‰27 Β· ⭐ 2.3K) - Python library for creating data pipelines with chain functional.. MIT -- [GitHub](https://github.com/cgarciae/pypeln) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 98 Β· πŸ“¦ 120 Β· πŸ“‹ 72 - 34% open Β· ⏱️ 22.03.2023): +- [GitHub](https://github.com/EntilZha/PyFunctional) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 130 Β· πŸ“¦ 770 Β· πŸ“‹ 140 - 10% open Β· ⏱️ 13.03.2024): ``` - git clone https://github.com/cgarciae/pypeln - ``` -- [PyPi](https://pypi.org/project/pypeln) (πŸ“₯ 440K / month Β· πŸ“¦ 11 Β· ⏱️ 06.01.2022): - ``` - pip install pypeln + git clone https://github.com/EntilZha/PyFunctional ``` -- [Conda](https://anaconda.org/conda-forge/pypeln) (πŸ“₯ 15K Β· ⏱️ 16.06.2023): +- [PyPi](https://pypi.org/project/pyfunctional) (πŸ“₯ 180K / month Β· πŸ“¦ 27 Β· ⏱️ 13.03.2024): ``` - conda install -c conda-forge pypeln + pip install pyfunctional ```
Optimus (πŸ₯‰25 Β· ⭐ 1.4K Β· πŸ’€) - Agile Data Preparation Workflows madeeasy with Pandas,.. Apache-2 spark @@ -3994,23 +3842,11 @@ _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“₯ 15K / month Β· ⏱️ 19.07.2020): +- [PyPi](https://pypi.org/project/optimuspyspark) (πŸ“₯ 12K / month Β· ⏱️ 19.07.2020): ``` pip install optimuspyspark ```
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dbnd (πŸ₯‰25 Β· ⭐ 250) - DBND is an agile pipeline framework that helps data engineering teams.. Apache-2 - -- [GitHub](https://github.com/databand-ai/dbnd) (πŸ‘¨β€πŸ’» 78 Β· πŸ”€ 34 Β· πŸ“¦ 36 Β· πŸ“‹ 30 - 86% open Β· ⏱️ 04.03.2024): - - ``` - git clone https://github.com/databand-ai/dbnd - ``` -- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 230K / month Β· πŸ“¦ 25 Β· ⏱️ 15.03.2024): - ``` - pip install dbnd - ``` -
TaskTiger (πŸ₯‰23 Β· ⭐ 1.3K) - Python task queue using Redis. MIT - [GitHub](https://github.com/closeio/tasktiger) (πŸ‘¨β€πŸ’» 30 Β· πŸ”€ 81 Β· πŸ“¦ 29 Β· πŸ“‹ 88 - 53% open Β· ⏱️ 05.03.2024): @@ -4018,21 +3854,21 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/closeio/tasktiger ``` -- [PyPi](https://pypi.org/project/tasktiger) (πŸ“₯ 4.4K / month Β· πŸ“¦ 10 Β· ⏱️ 05.03.2024): +- [PyPi](https://pypi.org/project/tasktiger) (πŸ“₯ 5.6K / month Β· πŸ“¦ 10 Β· ⏱️ 05.03.2024): ``` pip install tasktiger ```
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Databolt Flow (πŸ₯‰20 Β· ⭐ 950 Β· πŸ’€) - Python library for building highly effective data science.. MIT +
dbnd (πŸ₯‰22 Β· ⭐ 250) - DBND is an agile pipeline framework that helps data engineering teams.. Apache-2 -- [GitHub](https://github.com/d6t/d6tflow) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 77 Β· πŸ“¦ 28 Β· πŸ“‹ 24 - 45% open Β· ⏱️ 20.07.2023): +- [GitHub](https://github.com/databand-ai/dbnd) (πŸ‘¨β€πŸ’» 78 Β· πŸ”€ 34 Β· πŸ“¦ 36 Β· πŸ“‹ 5 - 20% open Β· ⏱️ 04.03.2024): ``` - git clone https://github.com/d6t/d6tflow + git clone https://github.com/databand-ai/dbnd ``` -- [PyPi](https://pypi.org/project/d6tflow) (πŸ“₯ 250 / month Β· ⏱️ 20.02.2024): +- [PyPi](https://pypi.org/project/dbnd) (πŸ“₯ 220K / month): ``` - pip install d6tflow + pip install dbnd ```
BatchFlow (πŸ₯‰20 Β· ⭐ 200) - BatchFlow helps you conveniently work with random or sequential.. Apache-2 @@ -4042,11 +3878,23 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/analysiscenter/batchflow ``` -- [PyPi](https://pypi.org/project/batchflow) (πŸ“₯ 400 / month Β· ⏱️ 01.08.2023): +- [PyPi](https://pypi.org/project/batchflow) (πŸ“₯ 380 / month Β· ⏱️ 01.08.2023): ``` pip install batchflow ```
+
Databolt Flow (πŸ₯‰19 Β· ⭐ 950 Β· πŸ’€) - Python library for building highly effective data science.. MIT + +- [GitHub](https://github.com/d6t/d6tflow) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 77 Β· πŸ“¦ 28 Β· πŸ“‹ 24 - 45% open Β· ⏱️ 20.07.2023): + + ``` + git clone https://github.com/d6t/d6tflow + ``` +- [PyPi](https://pypi.org/project/d6tflow) (πŸ“₯ 150 / month Β· ⏱️ 20.02.2024): + ``` + pip install d6tflow + ``` +
Mara Pipelines (πŸ₯‰17 Β· ⭐ 2.1K) - A lightweight opinionated ETL framework, halfway between plain.. MIT - [GitHub](https://github.com/mara/mara-pipelines) (πŸ‘¨β€πŸ’» 17 Β· πŸ”€ 100 Β· πŸ“‹ 42 - 61% open Β· ⏱️ 07.12.2023): @@ -4054,27 +3902,39 @@ _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“₯ 56 / month Β· πŸ“¦ 1 Β· ⏱️ 06.12.2023): +- [PyPi](https://pypi.org/project/mara-pipelines) (πŸ“₯ 53 / month Β· πŸ“¦ 1 Β· ⏱️ 06.12.2023): ``` pip install mara-pipelines ```
+
flupy (πŸ₯‰17 Β· ⭐ 180 Β· πŸ“ˆ) - Fluent data pipelines for python and your shell. MIT + +- [GitHub](https://github.com/olirice/flupy) (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 14 Β· πŸ“‹ 13 - 7% open Β· ⏱️ 27.02.2024): + + ``` + git clone https://github.com/olirice/flupy + ``` +- [PyPi](https://pypi.org/project/flupy) (πŸ“₯ 240K / month Β· ⏱️ 21.10.2022): + ``` + pip install flupy + ``` +
Show 16 hidden projects... - mrjob (πŸ₯ˆ31 Β· ⭐ 2.6K Β· πŸ’€) - Run MapReduce jobs on Hadoop or Amazon Web Services. Apache-2 - faust (πŸ₯‰29 Β· ⭐ 6.7K Β· πŸ’€) - Python Stream Processing. BSD-3 - bonobo (πŸ₯‰25 Β· ⭐ 1.6K Β· πŸ’€) - Extract Transform Load for Python 3.5+. Apache-2 +- Pypeline (πŸ₯‰25 Β· ⭐ 1.5K Β· πŸ’€) - Concurrent data pipelines in Python . MIT - streamparse (πŸ₯‰25 Β· ⭐ 1.5K Β· πŸ’€) - Run Python in Apache Storm topologies. Pythonic API, CLI.. Apache-2 - pysparkling (πŸ₯‰23 Β· ⭐ 260 Β· πŸ’€) - A pure Python implementation of Apache Sparks RDD and DStream.. MIT -- dpark (πŸ₯‰22 Β· ⭐ 2.7K Β· πŸ’€) - Python clone of Spark, a MapReduce alike framework in Python. BSD-3 spark +- dpark (πŸ₯‰21 Β· ⭐ 2.7K Β· πŸ’€) - Python clone of Spark, a MapReduce alike framework in Python. BSD-3 spark +- mrq (πŸ₯‰21 Β· ⭐ 880 Β· πŸ’€) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. MIT - pdpipe (πŸ₯‰20 Β· ⭐ 720 Β· πŸ’€) - Easy pipelines for pandas DataFrames. MIT - spark-deep-learning (πŸ₯‰19 Β· ⭐ 2K Β· πŸ’€) - Deep Learning Pipelines for Apache Spark. Apache-2 spark -- mrq (πŸ₯‰19 Β· ⭐ 880 Β· πŸ’€) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. MIT -- riko (πŸ₯‰18 Β· ⭐ 1.6K Β· πŸ’€) - A Python stream processing engine modeled after Yahoo! Pipes. MIT -- bodywork-core (πŸ₯‰17 Β· ⭐ 430 Β· πŸ’€) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0 +- riko (πŸ₯‰17 Β· ⭐ 1.6K Β· πŸ’€) - A Python stream processing engine modeled after Yahoo! Pipes. MIT - kale (πŸ₯‰16 Β· ⭐ 620 Β· πŸ’€) - Kubeflows superfood for Data Scientists. Apache-2 jupyter - Botflow (πŸ₯‰15 Β· ⭐ 1.2K Β· πŸ’€) - Python Fast Dataflow programming framework for Data pipeline work(.. BSD-3 -- flupy (πŸ₯‰13 Β· ⭐ 180 Β· πŸ“‰) - Fluent data pipelines for python and your shell. ❗Unlicensed +- bodywork-core (πŸ₯‰14 Β· ⭐ 430 Β· πŸ’€) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0 - datajob (πŸ₯‰13 Β· ⭐ 110 Β· πŸ’€) - Build and deploy a serverless data pipeline on AWS with no effort. Apache-2 - RasgoQL (πŸ₯‰12 Β· ⭐ 270 Β· πŸ’€) - Write python locally, execute SQL in your data warehouse. ❗️AGPL-3.0
@@ -4086,7 +3946,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
XlsxWriter (πŸ₯‡38 Β· ⭐ 3.5K) - 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“¦ 75K Β· πŸ“‹ 920 - 1% open Β· ⏱️ 23.02.2024): +- [GitHub](https://github.com/jmcnamara/XlsxWriter) (πŸ‘¨β€πŸ’» 52 Β· πŸ”€ 620 Β· πŸ“¦ 75K Β· πŸ“‹ 930 - 1% open Β· ⏱️ 23.02.2024): ``` git clone https://github.com/jmcnamara/XlsxWriter @@ -4095,7 +3955,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` pip install xlsxwriter ``` -- [Conda](https://anaconda.org/conda-forge/xlsxwriter) (πŸ“₯ 3.1M Β· ⏱️ 05.11.2023): +- [Conda](https://anaconda.org/conda-forge/xlsxwriter) (πŸ“₯ 3.2M Β· ⏱️ 05.11.2023): ``` conda install -c conda-forge xlsxwriter ``` @@ -4111,26 +3971,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` pip install pyyaml ``` -- [Conda](https://anaconda.org/conda-forge/pyyaml): +- [Conda](https://anaconda.org/conda-forge/pyyaml) (πŸ“₯ 43M Β· ⏱️ 22.09.2023): ``` conda install -c conda-forge pyyaml ```
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jmespath (πŸ₯‰34 Β· ⭐ 2K Β· πŸ’€) - JMESPath is a query language for JSON. MIT - -- [GitHub](https://github.com/jmespath/jmespath.py) (πŸ‘¨β€πŸ’» 31 Β· πŸ”€ 170 Β· πŸ“‹ 130 - 34% open Β· ⏱️ 31.03.2023): +
Show 1 hidden projects... - ``` - git clone https://github.com/jmespath/jmespath.py - ``` -- [PyPi](https://pypi.org/project/jmespath) (πŸ“₯ 180M / month Β· πŸ“¦ 7.1K Β· ⏱️ 17.06.2022): - ``` - pip install jmespath - ``` -- [Conda](https://anaconda.org/conda-forge/jmespath) (πŸ“₯ 18M Β· ⏱️ 16.06.2023): - ``` - conda install -c conda-forge jmespath - ``` +- jmespath (πŸ₯‰34 Β· ⭐ 2.1K Β· πŸ’€) - JMESPath is a query language for JSON. MIT

@@ -4145,11 +3993,11 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/seperman/deepdiff ``` -- [PyPi](https://pypi.org/project/deepdiff) (πŸ“₯ 9.2M / month Β· πŸ“¦ 890 Β· ⏱️ 14.11.2023): +- [PyPi](https://pypi.org/project/deepdiff) (πŸ“₯ 9.7M / month Β· πŸ“¦ 900 Β· ⏱️ 14.11.2023): ``` pip install deepdiff ``` -- [Conda](https://anaconda.org/conda-forge/deepdiff) (πŸ“₯ 400K Β· ⏱️ 14.11.2023): +- [Conda](https://anaconda.org/conda-forge/deepdiff) (πŸ“₯ 410K Β· ⏱️ 14.11.2023): ``` conda install -c conda-forge deepdiff ``` @@ -4183,7 +4031,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
attrs (πŸ₯‡43 Β· ⭐ 5.1K) - Python Classes Without Boilerplate. MIT -- [GitHub](https://github.com/python-attrs/attrs) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 390 Β· πŸ“¦ 980K Β· πŸ“‹ 700 - 18% open Β· ⏱️ 18.03.2024): +- [GitHub](https://github.com/python-attrs/attrs) (πŸ‘¨β€πŸ’» 160 Β· πŸ”€ 390 Β· πŸ“¦ 990K Β· πŸ“‹ 700 - 18% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/python-attrs/attrs @@ -4204,7 +4052,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/more-itertools/more-itertools ``` -- [PyPi](https://pypi.org/project/more-itertools) (πŸ“₯ 77M / month Β· πŸ“¦ 9.2K Β· ⏱️ 08.01.2024): +- [PyPi](https://pypi.org/project/more-itertools) (πŸ“₯ 76M / month Β· πŸ“¦ 9.2K Β· ⏱️ 08.01.2024): ``` pip install more-itertools ``` @@ -4224,51 +4072,51 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` pip install toolz ``` -- [Conda](https://anaconda.org/conda-forge/toolz): +- [Conda](https://anaconda.org/conda-forge/toolz) (πŸ“₯ 20M Β· ⏱️ 24.01.2024): ``` conda install -c conda-forge toolz ```
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tenacity (πŸ₯ˆ34 Β· ⭐ 5.9K) - Retrying library for Python. Apache-2 +
boltons (πŸ₯ˆ35 Β· ⭐ 6.4K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3 -- [GitHub](https://github.com/jd/tenacity) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 290 Β· πŸ“‹ 250 - 39% open Β· ⏱️ 14.03.2024): +- [GitHub](https://github.com/mahmoud/boltons) (πŸ‘¨β€πŸ’» 90 Β· πŸ”€ 350 Β· πŸ“₯ 25 Β· πŸ“¦ 6.8K Β· πŸ“‹ 180 - 39% open Β· ⏱️ 31.03.2024): ``` - git clone https://github.com/jd/tenacity + git clone https://github.com/mahmoud/boltons ``` -- [PyPi](https://pypi.org/project/tenacity) (πŸ“₯ 51M / month Β· πŸ“¦ 1.9K Β· ⏱️ 14.08.2023): +- [PyPi](https://pypi.org/project/boltons) (πŸ“₯ 4M / month Β· πŸ“¦ 450 Β· ⏱️ 31.03.2024): ``` - pip install tenacity + pip install boltons ``` -- [Conda](https://anaconda.org/conda-forge/tenacity): +- [Conda](https://anaconda.org/conda-forge/boltons) (πŸ“₯ 4.4M Β· ⏱️ 01.04.2024): ``` - conda install -c conda-forge tenacity + conda install -c conda-forge boltons ```
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boltons (πŸ₯ˆ33 Β· ⭐ 6.4K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3 +
tenacity (πŸ₯ˆ34 Β· ⭐ 5.9K) - Retrying library for Python. Apache-2 -- [GitHub](https://github.com/mahmoud/boltons) (πŸ‘¨β€πŸ’» 89 Β· πŸ”€ 350 Β· πŸ“₯ 25 Β· πŸ“¦ 6.7K Β· πŸ“‹ 170 - 38% open Β· ⏱️ 24.03.2024): +- [GitHub](https://github.com/jd/tenacity) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 290 Β· πŸ“‹ 250 - 39% open Β· ⏱️ 14.03.2024): ``` - git clone https://github.com/mahmoud/boltons + git clone https://github.com/jd/tenacity ``` -- [PyPi](https://pypi.org/project/boltons) (πŸ“₯ 4.1M / month Β· πŸ“¦ 450 Β· ⏱️ 01.11.2023): +- [PyPi](https://pypi.org/project/tenacity) (πŸ“₯ 50M / month Β· πŸ“¦ 1.9K Β· ⏱️ 14.08.2023): ``` - pip install boltons + pip install tenacity ``` -- [Conda](https://anaconda.org/conda-forge/boltons) (πŸ“₯ 4.3M Β· ⏱️ 21.12.2023): +- [Conda](https://anaconda.org/conda-forge/tenacity) (πŸ“₯ 6.1M Β· ⏱️ 14.08.2023): ``` - conda install -c conda-forge boltons + conda install -c conda-forge tenacity ```
returns (πŸ₯‰31 Β· ⭐ 3.2K) - Make your functions return something meaningful, typed, and safe!. BSD-2 -- [GitHub](https://github.com/dry-python/returns) (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 110 Β· πŸ“¦ 530 Β· πŸ“‹ 420 - 15% open Β· ⏱️ 26.03.2024): +- [GitHub](https://github.com/dry-python/returns) (πŸ‘¨β€πŸ’» 49 Β· πŸ”€ 110 Β· πŸ“¦ 530 Β· πŸ“‹ 420 - 15% open Β· ⏱️ 01.04.2024): ``` git clone https://github.com/dry-python/returns ``` -- [PyPi](https://pypi.org/project/returns) (πŸ“₯ 200K / month Β· πŸ“¦ 59 Β· ⏱️ 26.08.2023): +- [PyPi](https://pypi.org/project/returns) (πŸ“₯ 170K / month Β· πŸ“¦ 59 Β· ⏱️ 26.08.2023): ``` pip install returns ``` @@ -4279,44 +4127,44 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
natsort (πŸ₯‰30 Β· ⭐ 850) - Simple yet flexible natural sorting in Python. MIT -- [GitHub](https://github.com/SethMMorton/natsort) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 49 Β· πŸ“¦ 27K Β· πŸ“‹ 93 - 1% open Β· ⏱️ 04.03.2024): +- [GitHub](https://github.com/SethMMorton/natsort) (πŸ‘¨β€πŸ’» 22 Β· πŸ”€ 49 Β· πŸ“¦ 28K Β· πŸ“‹ 93 - 1% open Β· ⏱️ 04.03.2024): ``` git clone https://github.com/SethMMorton/natsort ``` -- [PyPi](https://pypi.org/project/natsort) (πŸ“₯ 4.5M / month Β· πŸ“¦ 1.4K Β· ⏱️ 20.06.2023): +- [PyPi](https://pypi.org/project/natsort) (πŸ“₯ 4.4M / month Β· πŸ“¦ 1.4K Β· ⏱️ 20.06.2023): ``` pip install natsort ``` -- [Conda](https://anaconda.org/conda-forge/natsort) (πŸ“₯ 1.5M Β· ⏱️ 20.06.2023): +- [Conda](https://anaconda.org/conda-forge/natsort) (πŸ“₯ 1.6M Β· ⏱️ 20.06.2023): ``` conda install -c conda-forge natsort ```
funcy (πŸ₯‰29 Β· ⭐ 3.2K) - A fancy and practical functional tools. BSD-3 -- [GitHub](https://github.com/Suor/funcy) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 140 Β· πŸ“¦ 10K Β· πŸ“‹ 81 - 11% open Β· ⏱️ 01.02.2024): +- [GitHub](https://github.com/Suor/funcy) (πŸ‘¨β€πŸ’» 33 Β· πŸ”€ 140 Β· πŸ“¦ 11K Β· πŸ“‹ 81 - 11% open Β· ⏱️ 01.02.2024): ``` git clone https://github.com/Suor/funcy ``` -- [PyPi](https://pypi.org/project/funcy) (πŸ“₯ 1.5M / month Β· πŸ“¦ 650 Β· ⏱️ 28.03.2023): +- [PyPi](https://pypi.org/project/funcy) (πŸ“₯ 1.4M / month Β· πŸ“¦ 650 Β· ⏱️ 28.03.2023): ``` pip install funcy ``` -- [Conda](https://anaconda.org/conda-forge/funcy) (πŸ“₯ 410K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/funcy) (πŸ“₯ 420K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge funcy ```
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ubelt (πŸ₯‰20 Β· ⭐ 710) - A Python utility library with a stdlib like feel and extra batteries... Apache-2 +
ubelt (πŸ₯‰24 Β· ⭐ 710 Β· πŸ“ˆ) - A Python utility library with a stdlib like feel and extra.. Apache-2 -- [GitHub](https://github.com/Erotemic/ubelt) (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 42 Β· πŸ“‹ 15 - 13% open Β· ⏱️ 20.03.2024): +- [GitHub](https://github.com/Erotemic/ubelt) (πŸ‘¨β€πŸ’» 4 Β· πŸ”€ 42 Β· πŸ“‹ 15 - 13% open Β· ⏱️ 29.03.2024): ``` git clone https://github.com/Erotemic/ubelt ``` -- [PyPi](https://pypi.org/project/ubelt) (πŸ“₯ 20K / month): +- [PyPi](https://pypi.org/project/ubelt) (πŸ“₯ 19K / month Β· πŸ“¦ 66 Β· ⏱️ 20.03.2024): ``` pip install ubelt ``` @@ -4330,9 +4178,9 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched - python-dependency-injector (πŸ₯ˆ32 Β· ⭐ 3.6K Β· πŸ’€) - Dependency injection framework for Python. BSD-3 - retrying (πŸ₯‰27 Β· ⭐ 1.9K Β· πŸ’€) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2 - pinject (πŸ₯‰24 Β· ⭐ 1.3K Β· πŸ’€) - A pythonic dependency injection library. Apache-2 -- ratelimit (πŸ₯‰24 Β· ⭐ 700 Β· πŸ’€) - API Rate Limit Decorator. MIT -- CommonRegex (πŸ₯‰23 Β· ⭐ 1.6K Β· πŸ’€) - A collection of common regular expressions bundled with an easy.. MIT +- ratelimit (πŸ₯‰24 Β· ⭐ 710 Β· πŸ’€) - API Rate Limit Decorator. MIT - pampy (πŸ₯‰22 Β· ⭐ 3.5K Β· πŸ’€) - Pampy: The Pattern Matching for Python you always dreamed of. MIT +- CommonRegex (πŸ₯‰20 Β· ⭐ 1.6K Β· πŸ’€) - A collection of common regular expressions bundled with an easy.. MIT

@@ -4340,14 +4188,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched Back to top -
cpython (πŸ₯‡42 Β· ⭐ 59K) - The Python programming language. MIT +
cpython (πŸ₯‡43 Β· ⭐ 59K) - The Python programming language. MIT -- [GitHub](https://github.com/python/cpython) (πŸ‘¨β€πŸ’» 2.9K Β· πŸ”€ 29K Β· πŸ“¦ 4 Β· πŸ“‹ 68K - 12% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/python/cpython) (πŸ‘¨β€πŸ’» 2.9K Β· πŸ”€ 29K Β· πŸ“¦ 4 Β· πŸ“‹ 69K - 12% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/python/cpython ``` -- [PyPi](https://pypi.org/project/cpython) (πŸ“₯ 51 / month Β· πŸ“¦ 5 Β· ⏱️ 22.07.2020): +- [PyPi](https://pypi.org/project/cpython) (πŸ“₯ 53 / month Β· πŸ“¦ 5 Β· ⏱️ 22.07.2020): ``` pip install cpython ``` @@ -4355,14 +4203,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` conda install -c conda-forge typing ``` -- [npm](https://www.npmjs.com/package/@buckpkg/python): +- [npm](https://www.npmjs.com/package/@buckpkg/python) (πŸ“¦ 4 Β· ⏱️ 03.08.2017): ``` npm install @buckpkg/python ```
micropython (πŸ₯ˆ35 Β· ⭐ 18K) - MicroPython - a lean and efficient Python implementation for.. Python-2.0 -- [GitHub](https://github.com/micropython/micropython) (πŸ‘¨β€πŸ’» 620 Β· πŸ”€ 7.2K Β· πŸ“₯ 75K Β· πŸ“‹ 5.5K - 31% open Β· ⏱️ 28.03.2024): +- [GitHub](https://github.com/micropython/micropython) (πŸ‘¨β€πŸ’» 620 Β· πŸ”€ 7.2K Β· πŸ“₯ 75K Β· πŸ“‹ 5.5K - 31% open Β· ⏱️ 30.03.2024): ``` git clone https://github.com/micropython/micropython @@ -4374,8 +4222,8 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Show 4 hidden projects... -- grumpy (πŸ₯ˆ23 Β· ⭐ 11K Β· πŸ’€) - Grumpy is a Python to Go source code transcompiler and runtime. Apache-2 -- pyston (πŸ₯‰22 Β· ⭐ 2.5K Β· πŸ’€) - A faster and highly-compatible implementation of the Python.. Apache-2 +- grumpy (πŸ₯ˆ22 Β· ⭐ 11K Β· πŸ’€) - Grumpy is a Python to Go source code transcompiler and runtime. Apache-2 +- pyston (πŸ₯ˆ22 Β· ⭐ 2.5K Β· πŸ’€) - A faster and highly-compatible implementation of the Python.. Apache-2 - stackless (πŸ₯‰17 Β· ⭐ 990 Β· πŸ’€) - The Stackless Python programming language. ❗Unlicensed - cl-python (πŸ₯‰11 Β· ⭐ 360) - An implementation of Python in Common Lisp. ❗Unlicensed
@@ -4387,12 +4235,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Pygments (πŸ₯‡43 Β· ⭐ 1.7K) - Pygments is a generic syntax highlighter written in Python. BSD-2 -- [GitHub](https://github.com/pygments/pygments) (πŸ‘¨β€πŸ’» 830 Β· πŸ”€ 600 Β· πŸ“¦ 690K Β· πŸ“‹ 1.8K - 23% open Β· ⏱️ 27.03.2024): +- [GitHub](https://github.com/pygments/pygments) (πŸ‘¨β€πŸ’» 840 Β· πŸ”€ 600 Β· πŸ“¦ 700K Β· πŸ“‹ 1.8K - 23% open Β· ⏱️ 04.04.2024): ``` git clone https://github.com/pygments/pygments ``` -- [PyPi](https://pypi.org/project/pygments) (πŸ“₯ 98M / month Β· πŸ“¦ 38K Β· ⏱️ 21.11.2023): +- [PyPi](https://pypi.org/project/pygments) (πŸ“₯ 97M / month Β· πŸ“¦ 38K Β· ⏱️ 21.11.2023): ``` pip install pygments ``` @@ -4403,12 +4251,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
cookiecutter (πŸ₯‡41 Β· ⭐ 21K) - A cross-platform command-line utility that creates projects from.. BSD-3 -- [GitHub](https://github.com/cookiecutter/cookiecutter) (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.9K Β· πŸ“¦ 26K Β· πŸ“‹ 870 - 25% open Β· ⏱️ 25.03.2024): +- [GitHub](https://github.com/cookiecutter/cookiecutter) (πŸ‘¨β€πŸ’» 320 Β· πŸ”€ 1.9K Β· πŸ“¦ 27K Β· πŸ“‹ 870 - 25% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/cookiecutter/cookiecutter ``` -- [PyPi](https://pypi.org/project/cookiecutter) (πŸ“₯ 4.6M / month Β· πŸ“¦ 1.6K Β· ⏱️ 21.02.2024): +- [PyPi](https://pypi.org/project/cookiecutter) (πŸ“₯ 4.2M / month Β· πŸ“¦ 1.6K Β· ⏱️ 21.02.2024): ``` pip install cookiecutter ``` @@ -4419,12 +4267,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
pyparsing (πŸ₯‡40 Β· ⭐ 2.1K) - Python library for creating PEG parsers. MIT -- [GitHub](https://github.com/pyparsing/pyparsing) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 270 Β· πŸ“₯ 9.9K Β· πŸ“¦ 960K Β· πŸ“‹ 340 - 12% open Β· ⏱️ 25.03.2024): +- [GitHub](https://github.com/pyparsing/pyparsing) (πŸ‘¨β€πŸ’» 66 Β· πŸ”€ 270 Β· πŸ“₯ 10K Β· πŸ“¦ 960K Β· πŸ“‹ 340 - 12% open Β· ⏱️ 30.03.2024): ``` git clone https://github.com/pyparsing/pyparsing ``` -- [PyPi](https://pypi.org/project/pyparsing) (πŸ“₯ 110M / month Β· πŸ“¦ 32K Β· ⏱️ 06.03.2024): +- [PyPi](https://pypi.org/project/pyparsing) (πŸ“₯ 110M / month Β· πŸ“¦ 33K Β· ⏱️ 06.03.2024): ``` pip install pyparsing ``` @@ -4433,30 +4281,30 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge pyparsing ```
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pycparser (πŸ₯ˆ37 Β· ⭐ 3.1K Β· πŸ’€) - Complete C99 parser in pure Python. BSD-3 +
pycparser (πŸ₯ˆ38 Β· ⭐ 3.1K) - Complete C99 parser in pure Python. BSD-3 -- [GitHub](https://github.com/eliben/pycparser) (πŸ‘¨β€πŸ’» 83 Β· πŸ”€ 590 Β· πŸ“¦ 780K Β· πŸ“‹ 350 - 8% open Β· ⏱️ 18.08.2023): +- [GitHub](https://github.com/eliben/pycparser) (πŸ‘¨β€πŸ’» 84 Β· πŸ”€ 590 Β· πŸ“¦ 780K Β· πŸ“‹ 350 - 8% open Β· ⏱️ 30.03.2024): ``` git clone https://github.com/eliben/pycparser ``` -- [PyPi](https://pypi.org/project/pycparser) (πŸ“₯ 210M / month Β· πŸ“¦ 17K Β· ⏱️ 06.11.2021): +- [PyPi](https://pypi.org/project/pycparser) (πŸ“₯ 210M / month Β· πŸ“¦ 17K Β· ⏱️ 30.03.2024): ``` pip install pycparser ``` -- [Conda](https://anaconda.org/conda-forge/pycparser) (πŸ“₯ 37M Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/pycparser) (πŸ“₯ 38M Β· ⏱️ 30.03.2024): ``` conda install -c conda-forge pycparser ```
py4j (πŸ₯ˆ35 Β· ⭐ 1.1K) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3 -- [GitHub](https://github.com/py4j/py4j) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 200 Β· πŸ“¦ 37K Β· πŸ“‹ 420 - 35% open Β· ⏱️ 20.03.2024): +- [GitHub](https://github.com/py4j/py4j) (πŸ‘¨β€πŸ’» 40 Β· πŸ”€ 200 Β· πŸ“¦ 38K Β· πŸ“‹ 420 - 35% open Β· ⏱️ 20.03.2024): ``` git clone https://github.com/bartdag/py4j ``` -- [PyPi](https://pypi.org/project/py4j) (πŸ“₯ 50M / month Β· πŸ“¦ 720 Β· ⏱️ 12.08.2022): +- [PyPi](https://pypi.org/project/py4j) (πŸ“₯ 49M / month Β· πŸ“¦ 720 Β· ⏱️ 12.08.2022): ``` pip install py4j ``` @@ -4472,7 +4320,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/GrahamDumpleton/wrapt ``` -- [PyPi](https://pypi.org/project/wrapt) (πŸ“₯ 130M / month Β· πŸ“¦ 12K Β· ⏱️ 09.11.2023): +- [PyPi](https://pypi.org/project/wrapt) (πŸ“₯ 120M / month Β· πŸ“¦ 12K Β· ⏱️ 09.11.2023): ``` pip install wrapt ``` @@ -4483,19 +4331,19 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Copier (πŸ₯ˆ34 Β· ⭐ 1.6K) - Library and command-line utility for rendering projects templates. MIT -- [GitHub](https://github.com/copier-org/copier) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 160 Β· πŸ“¦ 900 Β· πŸ“‹ 450 - 14% open Β· ⏱️ 25.03.2024): +- [GitHub](https://github.com/copier-org/copier) (πŸ‘¨β€πŸ’» 72 Β· πŸ”€ 160 Β· πŸ“¦ 910 Β· πŸ“‹ 450 - 13% open Β· ⏱️ 03.04.2024): ``` git clone https://github.com/copier-org/copier ``` -- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 200K / month Β· πŸ“¦ 61 Β· ⏱️ 16.01.2024): +- [PyPi](https://pypi.org/project/copier) (πŸ“₯ 190K / month): ``` pip install copier ```
pluggy (πŸ₯ˆ34 Β· ⭐ 1.1K) - A minimalist production ready plugin system. MIT -- [GitHub](https://github.com/pytest-dev/pluggy) (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 130 Β· πŸ“‹ 180 - 28% open Β· ⏱️ 25.03.2024): +- [GitHub](https://github.com/pytest-dev/pluggy) (πŸ‘¨β€πŸ’» 53 Β· πŸ”€ 130 Β· πŸ“‹ 190 - 27% open Β· ⏱️ 02.04.2024): ``` git clone https://github.com/pytest-dev/pluggy @@ -4509,14 +4357,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge pluggy ```
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decorator (πŸ₯ˆ34 Β· ⭐ 800 Β· πŸ’€) - Decorators for Humans. BSD-2 +
decorator (πŸ₯ˆ34 Β· ⭐ 810 Β· πŸ’€) - Decorators for Humans. BSD-2 - [GitHub](https://github.com/micheles/decorator) (πŸ‘¨β€πŸ’» 27 Β· πŸ”€ 100 Β· πŸ“¦ 550K Β· πŸ“‹ 110 - 12% open Β· ⏱️ 23.08.2023): ``` git clone https://github.com/micheles/decorator ``` -- [PyPi](https://pypi.org/project/decorator) (πŸ“₯ 93M / month Β· πŸ“¦ 24K Β· ⏱️ 07.01.2022): +- [PyPi](https://pypi.org/project/decorator) (πŸ“₯ 92M / month Β· πŸ“¦ 24K Β· ⏱️ 07.01.2022): ``` pip install decorator ``` @@ -4532,7 +4380,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/mingrammer/diagrams ``` -- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 160K / month Β· πŸ“¦ 41 Β· ⏱️ 30.10.2023): +- [PyPi](https://pypi.org/project/diagrams) (πŸ“₯ 150K / month Β· πŸ“¦ 41 Β· ⏱️ 30.10.2023): ``` pip install diagrams ``` @@ -4557,14 +4405,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge fastcore ```
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pyscaffold (πŸ₯‰28 Β· ⭐ 2K Β· πŸ’€) - Python project template generator with batteries included. MIT +
pyscaffold (πŸ₯‰29 Β· ⭐ 2K Β· πŸ’€) - Python project template generator with batteries included. MIT - [GitHub](https://github.com/pyscaffold/pyscaffold) (πŸ‘¨β€πŸ’» 58 Β· πŸ”€ 180 Β· πŸ“‹ 300 - 12% open Β· ⏱️ 20.06.2023): ``` git clone https://github.com/pyscaffold/pyscaffold ``` -- [PyPi](https://pypi.org/project/pyscaffold) (πŸ“₯ 400K / month Β· πŸ“¦ 61 Β· ⏱️ 20.06.2023): +- [PyPi](https://pypi.org/project/pyscaffold) (πŸ“₯ 470K / month Β· πŸ“¦ 61 Β· ⏱️ 20.06.2023): ``` pip install pyscaffold ``` @@ -4596,27 +4444,15 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/BoboTiG/python-mss ``` -- [PyPi](https://pypi.org/project/mss) (πŸ“₯ 930K / month Β· πŸ“¦ 270 Β· ⏱️ 20.04.2023): +- [PyPi](https://pypi.org/project/mss) (πŸ“₯ 910K / month Β· πŸ“¦ 280 Β· ⏱️ 20.04.2023): ``` pip install mss ``` -- [Conda](https://anaconda.org/conda-forge/python-mss) (πŸ“₯ 42K Β· ⏱️ 16.06.2023): +- [Conda](https://anaconda.org/conda-forge/python-mss) (πŸ“₯ 43K Β· ⏱️ 16.06.2023): ``` conda install -c conda-forge python-mss ```
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pyscreenshot (πŸ₯‰26 Β· ⭐ 490 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“¦ 4.4K Β· ⏱️ 12.03.2023): - - ``` - git clone https://github.com/ponty/pyscreenshot - ``` -- [PyPi](https://pypi.org/project/pyscreenshot) (πŸ“₯ 330K / month Β· πŸ“¦ 270 Β· ⏱️ 12.03.2023): - ``` - pip install pyscreenshot - ``` -
catalogue (πŸ₯‰26 Β· ⭐ 170) - Super lightweight function registries for your library. MIT - [GitHub](https://github.com/explosion/catalogue) (πŸ‘¨β€πŸ’» 12 Β· πŸ”€ 21 Β· πŸ“¦ 38K Β· πŸ“‹ 11 - 36% open Β· ⏱️ 22.03.2024): @@ -4624,7 +4460,7 @@ _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“₯ 6.1M / month Β· πŸ“¦ 93 Β· ⏱️ 25.09.2023): +- [PyPi](https://pypi.org/project/catalogue) (πŸ“₯ 6.4M / month Β· πŸ“¦ 93 Β· ⏱️ 25.09.2023): ``` pip install catalogue ``` @@ -4633,13 +4469,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched conda install -c conda-forge catalogue ```
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Show 5 hidden projects... +
Show 6 hidden projects... - keyboard (πŸ₯‰31 Β· ⭐ 3.7K Β· πŸ’€) - Hook and simulate global keyboard events on Windows and Linux. MIT - powerline-shell (πŸ₯‰26 Β· ⭐ 6.2K Β· πŸ’€) - A beautiful and useful prompt for your shell. MIT +- pyscreenshot (πŸ₯‰26 Β· ⭐ 490 Β· πŸ’€) - Python screenshot library, replacement for the Pillow.. BSD-2 - pluginbase (πŸ₯‰24 Β· ⭐ 1.1K Β· πŸ’€) - A simple but flexible plugin system for Python. BSD-3 -- openpyxl (πŸ₯‰24 Β· ⭐ 75) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT -- macropy (πŸ₯‰22 Β· ⭐ 3.2K Β· πŸ’€) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT +- openpyxl (πŸ₯‰24 Β· ⭐ 76) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT +- macropy (πŸ₯‰22 Β· ⭐ 3.3K Β· πŸ’€) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT
--- diff --git a/history/2024-04-04_changes.md b/history/2024-04-04_changes.md new file mode 100644 index 0000000..5bb4797 --- /dev/null +++ b/history/2024-04-04_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._ + +- polars (πŸ₯‡41 Β· ⭐ 26K Β· πŸ“ˆ) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT +- inflect (πŸ₯ˆ31 Β· ⭐ 910 Β· πŸ“ˆ) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT +- gino (πŸ₯‰28 Β· ⭐ 2.6K Β· πŸ’€) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3 +- ubelt (πŸ₯‰24 Β· ⭐ 710 Β· πŸ“ˆ) - A Python utility library with a stdlib like feel and extra.. Apache-2 +- flupy (πŸ₯‰17 Β· ⭐ 180 Β· πŸ“ˆ) - Fluent data pipelines for python and your shell. 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₯ˆ36 Β· ⭐ 12K Β· πŸ“‰) - Redis Python Client. MIT +- keyring (πŸ₯‰31 Β· ⭐ 1.2K Β· πŸ“‰) - Store and access your passwords safely. MIT +- libcloud (πŸ₯‰25 Β· ⭐ 2K Β· πŸ“‰) - Apache Libcloud is a Python library which hides differences.. Apache-2 +- rsa (πŸ₯‰21 Β· ⭐ 470 Β· πŸ“‰) - Python-RSA is a pure-Python RSA implementation. ❗Unlicensed +- confluent-kafka-python (πŸ₯‰15 Β· πŸ“‰) - Confluents Apache Kafka client for Python. ❗Unlicensed + diff --git a/history/2024-04-04_projects.csv b/history/2024-04-04_projects.csv new file mode 100644 index 0000000..ac5edc8 --- /dev/null +++ b/history/2024-04-04_projects.csv @@ -0,0 +1,392 @@ +,name,github_id,description,resource,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,dependent_project_count,github_dependent_project_count,pypi_id,conda_id,labels,github_release_downloads,monthly_downloads,pypi_url,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,npm_id,pypi_latest_release_published_at,pypi_dependent_project_count,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,dockerhub_id,helm_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,updated_github_id,trending,brew_id,conda_dependent_project_count,docs_url,gitlab_id,gitlab_url +0,best-of-ml-python - Computer Vision,ml-tooling/best-of-ml-python,Collection of computer vision and image processing libraries.,True,computer-vision,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2024-03-29 17:34:52.000,2024-03-29 10:48:36,475.0,23.0,2286.0,389.0,254.0,22.0,34.0,15256.0,2024-03-29 10:48:43.000,2024.03.28,100.0,45.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +1,best-of-web-python - Web UI,ml-tooling/best-of-web-python,Collection of libraries to implement web-based UIs.,True,gui-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2024-03-29 10:49:05.000,2024-03-29 10:49:05,323.0,26.0,158.0,55.0,191.0,,3.0,2147.0,2024-03-29 10:49:14.000,2024.03.28,100.0,14.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +2,best-of-python-dev,ml-tooling/best-of-python-dev,A ranked list of awesome python developer tools and libraries. Updated weekly.,True,dev-utils,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24.000,2024-03-29 11:33:24.000,2024-03-29 11:33:23,319.0,24.0,43.0,26.0,185.0,3.0,5.0,899.0,2024-03-29 11:34:02.000,2024.03.28,100.0,7.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +3,best-of-web-python,ml-tooling/best-of-web-python,A ranked list of awesome python libraries for web development. Updated weekly.,True,web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2024-03-29 10:49:05.000,2024-03-29 10:49:05,323.0,26.0,158.0,55.0,191.0,,3.0,2147.0,2024-03-29 10:49:14.000,2024.03.28,100.0,14.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +4,best-of-ml-python,ml-tooling/best-of-ml-python,A ranked list of awesome machine learning Python libraries. Updated weekly.,True,machine-learning,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2024-03-29 17:34:52.000,2024-03-29 10:48:36,475.0,23.0,2286.0,389.0,254.0,22.0,34.0,15256.0,2024-03-29 10:48:43.000,2024.03.28,100.0,45.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +5,python-patterns,faif/python-patterns,Collection of design patterns/idioms in Python.,True,algorithms,https://github.com/faif/python-patterns,https://github.com/faif/python-patterns,,2012-06-06 21:02:35.000,2023-12-18 04:41:53.000,2023-01-27 22:41:14,830.0,,6999.0,1665.0,323.0,13.0,74.0,39287.0,,,,128.0,0,True,21.0,21.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +6,best-of-ml-python - NLP,ml-tooling/best-of-ml-python,Collection of text processing and NLP libraries.,True,text,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python#text-data--nlp,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2024-03-29 17:34:52.000,2024-03-29 10:48:36,475.0,23.0,2286.0,389.0,254.0,22.0,34.0,15256.0,2024-03-29 10:48:43.000,2024.03.28,100.0,45.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +7,pandas,pandas-dev/pandas,"Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R..",,data-containers,https://github.com/pandas-dev/pandas,https://github.com/pandas-dev/pandas,BSD-3-Clause,2010-08-24 01:37:33.000,2024-04-04 13:05:16.000,2024-04-03 21:36:34,34700.0,623.0,16934.0,1118.0,31894.0,3583.0,22628.0,41766.0,2024-02-23 15:29:27.000,2.2.1,100.0,3604.0,54,True,1604886.0,1604886.0,pandas,conda-forge/pandas,['pandas'],256575.0,199823634.0,https://pypi.org/project/pandas,198652648.0,https://anaconda.org/conda-forge/pandas,2024-02-23 22:20:10.485,49086950.0,1.0,,,,,,,,,,,,,,,,,,,, +8,protobuf,protocolbuffers/protobuf,Protocol Buffers - Googles data interchange format.,,serialization,https://github.com/protocolbuffers/protobuf,https://github.com/protocolbuffers/protobuf,BSD-3-Clause,2014-08-26 15:52:15.000,2024-04-04 10:48:11.000,2024-04-04 10:48:05,17427.0,754.0,15224.0,2058.0,10162.0,581.0,5557.0,63403.0,2024-03-27 20:37:37.000,5.26.1,159.0,1220.0,53,True,635856.0,615336.0,protobuf,conda-forge/protobuf,,43584374.0,194823438.0,https://pypi.org/project/protobuf,186028531.0,https://anaconda.org/conda-forge/protobuf,2024-03-06 00:56:40.108,17157725.0,1.0,google-protobuf,2024-03-27 20:37:37.000,16830.0,https://www.npmjs.com/package/google-protobuf,2022-10-10 20:14:06.161,3690.0,7439297.0,,,,,,,,,,,,, +9,numpy,numpy/numpy,The fundamental package for scientific computing with Python.,,data-containers,https://github.com/numpy/numpy,https://github.com/numpy/numpy,,2010-09-13 23:02:39.000,2024-04-04 11:53:45.000,2024-04-03 20:11:31,35587.0,838.0,9196.0,595.0,13843.0,2106.0,10392.0,26176.0,2024-02-06 00:32:23.000,1.26.4,158.0,1755.0,51,False,2359858.0,2214019.0,numpy,conda-forge/numpy,,954917.0,255387105.0,https://pypi.org/project/numpy,253807811.0,https://anaconda.org/conda-forge/numpy,2024-04-01 04:09:25.052,72091555.0,1.0,,2024-03-30 16:16:42.000,145839.0,,,,,,,,,,,,,,,,, +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 14:58:02.000,2024-04-03 23:53:28.000,2024-04-03 14:25:49,54329.0,142.0,23638.0,1925.0,50546.0,846.0,31601.0,60920.0,2024-03-27 16:48:26.000,9.4.0,348.0,6829.0,48,True,37255.0,33154.0,ansible,conda-forge/ansible,,,5563938.0,https://pypi.org/project/ansible,5542644.0,https://anaconda.org/conda-forge/ansible,2024-03-28 05:34:16.747,1000853.0,1.0,,2024-03-27 16:48:26.000,4101.0,,,,,,,,,,,,,,,,, +11,Airflow,apache/airflow,"Platform to programmatically author, schedule, and monitor workflows.",,data-pipelines,https://github.com/apache/airflow,https://github.com/apache/airflow,Apache-2.0,2015-04-13 18:04:58.000,2024-04-04 13:27:30.000,2024-04-04 13:27:30,23931.0,1264.0,13479.0,755.0,25816.0,890.0,8092.0,34727.0,2024-03-25 20:26:18.000,2.8.4,187.0,3242.0,48,True,10531.0,10173.0,apache-airflow,conda-forge/airflow,,609396.0,33707510.0,https://pypi.org/project/apache-airflow,25179956.0,https://anaconda.org/conda-forge/airflow,2024-04-02 00:20:57.044,1005544.0,1.0,,2024-04-03 07:38:30.000,358.0,,,,,apache/airflow,stable/airflow,https://hub.docker.com/r/apache/airflow,2024-04-03 08:00:29.633133,509.0,917929905.0,,,,,,, +12,boto3,boto/boto3,AWS SDK for Python.,,db-clients,https://github.com/boto/boto3,https://github.com/boto/boto3,Apache-2.0,2014-10-03 21:38:03.000,2024-04-04 12:36:42.570,2024-04-03 18:09:08,5871.0,197.0,1768.0,241.0,727.0,191.0,3003.0,8658.0,2015-04-09 19:29:21.000,0.0.14,1464.0,155.0,47,True,420225.0,420225.0,boto3,conda-forge/boto3,,,1207619796.0,https://pypi.org/project/boto3,1207228495.0,https://anaconda.org/conda-forge/boto3,2024-04-04 12:36:42.570,18391174.0,1.0,,,,,,,,,,,,,,,,,,,, +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 02:23:38.000,2024-04-04 13:10:49.000,2024-04-04 13:10:49,11787.0,444.0,1412.0,130.0,8260.0,35.0,2382.0,6246.0,2024-02-24 01:16:46.000,42.0.5,128.0,312.0,47,True,667394.0,645127.0,cryptography,conda-forge/cryptography,,,247312579.0,https://pypi.org/project/cryptography,246280543.0,https://anaconda.org/conda-forge/cryptography,2024-02-25 09:29:00.614,46441637.0,1.0,,2024-02-24 01:16:46.000,22267.0,,,,,,,,,,,,,,,,, +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 11:31:24.000,2024-04-03 18:54:07.000,2024-04-01 13:56:29,12505.0,105.0,4570.0,472.0,3303.0,683.0,4379.0,23334.0,2023-11-22 15:18:14.000,5.3.6,205.0,1342.0,46,True,144714.0,129560.0,celery,conda-forge/celery,,,9853402.0,https://pypi.org/project/celery,9819099.0,https://anaconda.org/conda-forge/celery,2023-12-30 03:15:22.483,1577953.0,1.0,,2024-03-27 15:13:39.000,15154.0,,,,,,,,,,,,,,,,, +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 21:23:58.000,2024-04-04 11:10:55.000,2024-04-03 21:59:27,2851.0,160.0,1606.0,112.0,3479.0,330.0,3547.0,18345.0,2024-04-03 13:05:51.000,1.10.15,137.0,496.0,45,True,384555.0,372666.0,pydantic,conda-forge/pydantic,,,165489032.0,https://pypi.org/project/pydantic,165328377.0,https://anaconda.org/conda-forge/pydantic,2024-03-16 22:22:00.397,7229497.0,1.0,,2024-04-03 19:12:20.000,11889.0,,,,,,,,,,,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 09:52:19.000,2024-04-01 22:12:29.000,2024-03-23 13:32:37,2422.0,3.0,1411.0,183.0,1094.0,111.0,1445.0,14949.0,2023-08-17 17:29:32.000,8.1.7,53.0,366.0,45,True,1698108.0,1620992.0,click,conda-forge/click,,303.0,186125056.0,https://pypi.org/project/click,185157192.0,https://anaconda.org/conda-forge/click,2023-08-17 22:44:46.345,33875058.0,1.0,,2023-08-17 17:29:10.000,77116.0,,,,,,,,,,,,,,,,, +17,SQLAlchemy,sqlalchemy/sqlalchemy,The Database Toolkit for Python.,,db-clients,https://github.com/sqlalchemy/sqlalchemy,https://github.com/sqlalchemy/sqlalchemy,MIT,2018-11-27 03:35:03.000,2024-04-04 09:09:29.000,2024-04-01 23:29:06,16911.0,150.0,1306.0,96.0,772.0,222.0,7502.0,8667.0,2024-03-23 21:53:32.000,rel_2_0_29,302.0,702.0,45,True,797059.0,748633.0,SQLAlchemy,conda-forge/sqlalchemy,,47944.0,111479054.0,https://pypi.org/project/SQLAlchemy,111115765.0,https://anaconda.org/conda-forge/sqlalchemy,2024-03-24 15:04:08.628,14489891.0,1.0,,2024-03-23 21:53:23.000,48426.0,,,,,,,,,,,,,,,,, +18,awscli,aws/aws-cli,Universal Command Line Interface for Amazon Web Services.,,infrastructure,https://github.com/aws/aws-cli,https://github.com/aws/aws-cli,Apache-2.0,2012-11-20 16:07:36.000,2024-04-04 13:18:38.475,2024-04-03 18:09:12,11998.0,224.0,3919.0,572.0,3737.0,592.0,4033.0,14823.0,2024-04-03 19:19:43.000,1.32.77,1931.0,441.0,44,True,3081.0,3.0,awscli,conda-forge/awscli,,1646.0,157747745.0,https://pypi.org/project/awscli,157252787.0,https://anaconda.org/conda-forge/awscli,2024-04-04 13:18:38.475,22272018.0,1.0,,2024-04-03 19:19:43.000,3078.0,,,,,,,,,,,,,,,,, +19,Beam,apache/beam,"Unified programming model to define and execute data processing pipelines, including ETL, batch and stream processing.",,data-pipelines,https://github.com/apache/beam,https://github.com/apache/beam,Apache-2.0,2016-02-02 08:00:06.000,2024-04-04 10:32:14.000,2024-04-03 17:20:14,41931.0,549.0,4112.0,262.0,24240.0,4368.0,2333.0,7454.0,2024-03-25 19:54:23.000,2.55.0,112.0,1618.0,44,True,6921.0,6735.0,apache-beam,conda-forge/apache-beam-with-aws,,,6948566.0,https://pypi.org/project/apache-beam,6946585.0,https://anaconda.org/conda-forge/apache-beam-with-aws,2024-03-26 10:29:29.196,61414.0,1.0,,2024-04-03 13:33:44.000,186.0,,,,,,,,,,,,,,,,, +20,botocore,boto/botocore,"The low-level, core functionality of boto3 and the AWS CLI.",,infrastructure,https://github.com/boto/botocore,https://github.com/boto/botocore,Apache-2.0,2012-11-13 13:25:36.000,2024-04-04 06:35:51.351,2024-04-03 18:08:54,10843.0,240.0,1051.0,67.0,2069.0,137.0,950.0,1405.0,2024-04-03 19:20:19.000,1.34.77,1924.0,204.0,44,True,325358.0,316634.0,botocore,conda-forge/botocore,,,583168473.0,https://pypi.org/project/botocore,582550120.0,https://anaconda.org/conda-forge/botocore,2024-04-04 06:35:51.351,25352477.0,1.0,,2024-04-03 19:20:19.000,8724.0,,,,,,,,,,,,,,,,, +21,cpython,python/cpython,The Python programming language.,,python-implementations,https://github.com/python/cpython,https://github.com/python/cpython,MIT,2016-03-22 19:11:29.679,2024-04-04 13:19:10.000,2024-04-04 12:14:44,121523.0,1358.0,28717.0,1510.0,49806.0,8420.0,60101.0,59237.0,2020-07-22 03:00:52.000,0.0.6,11.0,2870.0,43,True,13.0,4.0,cpython,conda-forge/typing,,,30946.0,https://pypi.org/project/cpython,53.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,2996660.0,1.0,@buckpkg/python,2020-07-22 03:00:52.000,5.0,https://www.npmjs.com/package/@buckpkg/python,2017-08-03 05:51:22.671,4.0,,,,,,,,,,,,,, +22,flatbuffers,google/flatbuffers,FlatBuffers: Memory Efficient Serialization Library.,,serialization,https://github.com/google/flatbuffers,https://github.com/google/flatbuffers,Apache-2.0,2014-05-19 18:33:01.000,2024-04-02 19:50:16.000,2024-04-02 19:50:15,3072.0,11.0,3148.0,641.0,2478.0,152.0,2241.0,21955.0,2024-03-26 05:33:40.089,24.3.25,38.0,673.0,43,True,99900.0,99249.0,flatbuffers,conda-forge/flatbuffers,,396118.0,19868848.0,https://pypi.org/project/flatbuffers,18346351.0,https://anaconda.org/conda-forge/flatbuffers,2024-03-26 15:43:35.702,994140.0,1.0,flatbuffers,2024-03-26 05:33:35.000,365.0,https://www.npmjs.com/package/flatbuffers,2024-03-26 05:33:40.089,286.0,1494894.0,,,,,,,,,,,,, +23,pulumi,pulumi/pulumi,Pulumi - Infrastructure as Code in any programming language. Build infrastructure intuitively on any cloud using..,,infrastructure,https://github.com/pulumi/pulumi,https://github.com/pulumi/pulumi,Apache-2.0,2016-10-31 21:02:47.000,2024-04-04 11:45:31.000,2024-04-04 10:11:46,11538.0,377.0,1019.0,187.0,7860.0,2091.0,4986.0,19504.0,2024-03-28 13:43:00.000,3.112.0,4118.0,261.0,43,True,8689.0,7575.0,pulumi,,,2743031.0,3620527.0,https://pypi.org/project/pulumi,1018611.0,,,,2.0,@pulumi/pulumi,2024-03-29 15:12:32.000,180.0,https://www.npmjs.com/package/@pulumi/pulumi,2024-03-28 16:38:56.213,934.0,2449526.0,,,,,,,,,,,,, +24,Datasets,huggingface/datasets,"The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools.",,data-loading,https://github.com/huggingface/datasets,https://github.com/huggingface/datasets,Apache-2.0,2020-03-26 09:23:22.000,2024-04-02 16:17:46.000,2024-04-02 16:17:46,3760.0,86.0,2460.0,277.0,3946.0,652.0,2101.0,18298.0,2024-03-01 21:00:12.000,2.18.0,84.0,557.0,43,True,44312.0,43316.0,datasets,conda-forge/datasets,,,8303313.0,https://pypi.org/project/datasets,8286134.0,https://anaconda.org/conda-forge/datasets,2024-03-02 16:15:07.962,687187.0,1.0,,2024-03-01 20:56:44.000,996.0,,,,,,,,,,,,,,,,, +25,Faker,joke2k/faker,Faker is a Python package that generates fake data for you.,,data-loading,https://github.com/joke2k/faker,https://github.com/joke2k/faker,MIT,2012-11-12 23:00:09.000,2024-04-04 11:56:46.000,2024-03-27 15:37:02,3597.0,93.0,1858.0,220.0,1312.0,19.0,687.0,17038.0,2024-03-25 19:00:14.000,24.4.0,345.0,570.0,43,True,211199.0,207887.0,Faker,conda-forge/faker,,,14499401.0,https://pypi.org/project/Faker,14479836.0,https://anaconda.org/conda-forge/faker,2024-03-26 11:05:01.099,900010.0,1.0,,2024-03-25 19:00:06.000,3312.0,,,,,,,,,,,,,,,,, +26,Prefect,PrefectHQ/prefect,"Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines.",,data-pipelines,https://github.com/PrefectHQ/prefect,https://github.com/PrefectHQ/prefect,Apache-2.0,2018-06-29 21:59:26.000,2024-04-04 13:09:27.000,2024-04-04 00:05:05,16203.0,632.0,1430.0,158.0,7357.0,622.0,4038.0,14424.0,2024-03-29 15:07:03.000,2.16.8,270.0,454.0,43,True,4831.0,4667.0,prefect,conda-forge/prefect,,,906730.0,https://pypi.org/project/prefect,893650.0,https://anaconda.org/conda-forge/prefect,2024-03-29 17:40:19.754,614806.0,1.0,,2024-03-29 15:07:03.000,164.0,,,,,,,,,,,,,,,,, +27,attrs,python-attrs/attrs,Python Classes Without Boilerplate.,,utilities,https://github.com/python-attrs/attrs,https://github.com/python-attrs/attrs,MIT,2015-01-27 15:01:01.000,2024-04-02 05:00:29.000,2024-04-02 04:57:25,1465.0,57.0,391.0,65.0,574.0,126.0,574.0,5057.0,2023-12-31 06:30:30.000,23.2.0,28.0,160.0,43,True,1004962.0,986227.0,attrs,conda-forge/attrs,,,197525550.0,https://pypi.org/project/attrs,196731480.0,https://anaconda.org/conda-forge/attrs,2023-12-31 08:30:42.413,34939099.0,1.0,,2023-12-31 06:30:30.000,18735.0,,,,,,,,,,,,,,,,, +28,azure-storage-blob,Azure/azure-sdk-for-python,This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting..,,db-clients,https://github.com/Azure/azure-sdk-for-python,https://github.com/Azure/azure-sdk-for-python,MIT,2012-04-24 16:46:12.000,2024-04-04 10:37:25.000,2024-04-04 08:55:13,16994.0,700.0,2596.0,401.0,25552.0,897.0,8514.0,4243.0,2024-04-03 07:23:28.000,azure-mgmt-containerservicefleet_1.1.0,100.0,704.0,43,True,2445.0,2445.0,azure-storage-blob,conda-forge/azure-storage-blob,,,47454354.0,https://pypi.org/project/azure-storage-blob,47430647.0,https://anaconda.org/conda-forge/azure-storage-blob,2024-03-06 03:28:11.584,1090532.0,1.0,,,,,,,,,,,,,,,,,,,, +29,Pygments,pygments/pygments,Pygments is a generic syntax highlighter written in Python.,,others,https://github.com/pygments/pygments,https://github.com/pygments/pygments,BSD-2-Clause,2019-08-31 15:46:03.000,2024-04-04 09:58:06.000,2024-04-04 09:58:03,6717.0,62.0,600.0,36.0,868.0,422.0,1396.0,1691.0,2023-11-21 20:44:20.000,2.17.2,64.0,835.0,43,True,732930.0,695291.0,pygments,conda-forge/pygments,,,97737718.0,https://pypi.org/project/pygments,97071497.0,https://anaconda.org/conda-forge/pygments,2023-11-21 23:08:47.737,28647514.0,1.0,,2023-11-21 20:43:49.000,37639.0,,,,,,,,,,,,,,,,, +30,rich,Textualize/rich,Rich is a Python library for rich text and beautiful formatting in the terminal.,,cli-helpers,https://github.com/Textualize/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2024-03-31 07:12:56.000,2024-02-29 14:02:23,3877.0,7.0,1655.0,542.0,1083.0,252.0,1069.0,46820.0,2024-02-28 14:52:38.000,13.7.1,191.0,236.0,42,True,192512.0,185955.0,rich,conda-forge/rich,,,49735993.0,https://pypi.org/project/rich,49593634.0,https://anaconda.org/conda-forge/rich,2024-02-28 20:06:23.063,6406157.0,1.0,,2024-02-28 14:51:14.000,6557.0,,,,,,,,,,,,,,,,, +31,Dagster,dagster-io/dagster,"An orchestration platform for the development, production, and observation of data assets.",,data-pipelines,https://github.com/dagster-io/dagster,https://github.com/dagster-io/dagster,Apache-2.0,2018-04-30 16:30:04.000,2024-04-04 05:09:10.000,2024-04-04 05:09:10,17884.0,1073.0,1237.0,111.0,12588.0,2472.0,4784.0,10051.0,2024-03-30 01:48:41.000,1.6.14,604.0,418.0,42,True,2299.0,2158.0,dagster,conda-forge/dagster,,,904902.0,https://pypi.org/project/dagster,881980.0,https://anaconda.org/conda-forge/dagster,2024-03-30 10:58:42.167,1077379.0,1.0,,2024-03-29 22:34:38.000,141.0,,,,,,,,,,,,,,,,, +32,docker,docker/docker-py,A Python library for the Docker Engine API.,,infrastructure,https://github.com/docker/docker-py,https://github.com/docker/docker-py,Apache-2.0,2013-05-23 16:15:07.000,2024-04-04 10:12:32.000,2024-04-03 12:44:29,3391.0,8.0,1701.0,193.0,1608.0,437.0,1234.0,6601.0,2023-12-08 20:47:46.000,7.0.0,88.0,451.0,42,True,82290.0,78166.0,docker,conda-forge/docker-py,,900.0,39478610.0,https://pypi.org/project/docker,39389515.0,https://anaconda.org/conda-forge/docker-py,2023-12-09 00:27:54.457,4098082.0,2.0,,2023-12-08 20:42:23.000,4124.0,,,,,,,,,,,,,,,,, +33,google-cloud-storage,googleapis/google-cloud-python,Google Cloud Client Library for Python.,,db-clients,https://github.com/googleapis/google-cloud-python,https://github.com/googleapis/google-cloud-python,Apache-2.0,2014-01-28 15:51:47.000,2024-04-04 10:12:29.000,2024-04-04 10:11:32,37701.0,303.0,1488.0,300.0,8423.0,78.0,3672.0,4619.0,2024-04-03 01:17:19.000,google-maps-places-v0.1.11,100.0,509.0,42,True,2105.0,,google-cloud-storage,conda-forge/google-cloud-storage,,,66243991.0,https://pypi.org/project/google-cloud-storage,66149093.0,https://anaconda.org/conda-forge/google-cloud-storage,2024-03-19 07:33:07.001,4270432.0,1.0,,2024-03-18 23:55:33.000,2105.0,,,,,,,,,,,,,,,,, +34,docker-compose,docker/compose,Define and run multi-container applications with Docker.,,infrastructure,https://github.com/docker/compose,https://github.com/docker/compose,Apache-2.0,2013-12-09 11:40:58.000,2024-04-04 11:36:48.000,2024-04-04 11:36:48,4706.0,143.0,5024.0,716.0,4080.0,227.0,7214.0,32182.0,2024-03-29 15:09:55.000,2.26.1,144.0,534.0,41,True,1714.0,466.0,docker-compose,conda-forge/docker-compose,,88118203.0,3868412.0,https://pypi.org/project/docker-compose,2097559.0,https://anaconda.org/conda-forge/docker-compose,2023-10-02 18:04:01.931,390531.0,2.0,,2021-05-10 11:22:10.000,1248.0,,,,,,,,,,,,,,,,, +35,polars,pola-rs/polars,"Dataframes powered by a multithreaded, vectorized query engine, written in Rust.",,data-containers,https://github.com/pola-rs/polars,https://github.com/pola-rs/polars,MIT,2020-05-13 19:45:33.000,2024-04-04 08:08:01.000,2024-04-04 06:13:59,9285.0,877.0,1531.0,145.0,8381.0,1519.0,5562.0,25570.0,2024-04-01 17:59:20.000,py-0.20.18,351.0,386.0,41,True,521.0,4.0,polars,,,500.0,5313234.0,https://pypi.org/project/polars,5313196.0,,,,1.0,,2024-04-01 17:57:55.000,517.0,,,,,,,,,,,,3.0,,,,, +36,cookiecutter,cookiecutter/cookiecutter,"A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python..",,others,https://github.com/cookiecutter/cookiecutter,https://github.com/cookiecutter/cookiecutter,BSD-3-Clause,2013-07-14 18:31:22.000,2024-04-03 06:30:19.000,2024-04-02 19:22:46,3068.0,25.0,1935.0,229.0,1161.0,226.0,644.0,21465.0,2024-02-21 18:02:39.000,2.6.0,42.0,324.0,41,True,28164.0,26521.0,cookiecutter,conda-forge/cookiecutter,,,4214713.0,https://pypi.org/project/cookiecutter,4186914.0,https://anaconda.org/conda-forge/cookiecutter,2024-02-22 13:39:27.647,972990.0,1.0,,2024-02-21 18:02:39.000,1643.0,,,,,,,,,,,,,,,,, +37,peewee,coleifer/peewee,"a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb.",,db-clients,https://github.com/coleifer/peewee,https://github.com/coleifer/peewee,MIT,2010-10-11 20:14:11.000,2024-03-25 20:46:21.000,2024-03-25 20:46:11,4579.0,11.0,1375.0,196.0,477.0,,2383.0,10746.0,2024-02-05 15:05:06.000,3.17.1,186.0,154.0,41,True,31991.0,28226.0,peewee,conda-forge/peewee,,,2345074.0,https://pypi.org/project/peewee,2331163.0,https://anaconda.org/conda-forge/peewee,2024-02-05 17:42:46.930,612094.0,1.0,,2024-02-05 15:04:14.000,3765.0,,,,,,,,,,,,,,,,, +38,elasticsearch,elastic/elasticsearch-py,Official Python client for Elasticsearch.,,db-clients,https://github.com/elastic/elasticsearch-py,https://github.com/elastic/elasticsearch-py,Apache-2.0,2013-05-01 22:47:39.000,2024-04-04 10:25:20.970,2024-04-02 11:06:16,1630.0,42.0,1166.0,412.0,1435.0,58.0,1026.0,4130.0,2024-03-27 12:07:08.000,8.13.0,140.0,202.0,41,True,53541.0,47356.0,elasticsearch,conda-forge/elasticsearch,,3681.0,25085085.0,https://pypi.org/project/elasticsearch,25064068.0,https://anaconda.org/conda-forge/elasticsearch,2024-04-04 10:25:20.970,983721.0,1.0,,2024-03-27 12:07:08.000,6185.0,,,,,,,,,,,,,,,,, +39,kivy,kivy/kivy,"Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS.",,gui-dev,https://github.com/kivy/kivy,https://github.com/kivy/kivy,MIT,2010-11-03 20:27:32.000,2024-04-03 17:32:04.000,2024-04-02 16:22:24,12900.0,23.0,3093.0,602.0,3620.0,730.0,4312.0,16853.0,2024-01-05 13:53:17.000,2.3.0,49.0,616.0,40,True,13043.0,12418.0,kivy,conda-forge/kivy,,36114.0,187664.0,https://pypi.org/project/kivy,180138.0,https://anaconda.org/conda-forge/kivy,2024-01-05 14:09:51.350,338900.0,1.0,,2024-01-05 10:31:31.000,625.0,,,,,,,,,,,,,,,,, +40,rq,rq/rq,Simple job queues for Python.,,data-pipelines,https://github.com/rq/rq,https://github.com/rq/rq,BSD-3-Clause,2011-11-14 10:53:48.000,2024-03-29 10:37:43.000,2024-03-23 09:46:07,1838.0,28.0,1385.0,207.0,892.0,197.0,946.0,9469.0,2024-03-09 02:35:10.000,1.16.1,78.0,307.0,40,True,17928.0,16134.0,rq,conda-forge/rq,,,1823937.0,https://pypi.org/project/rq,1821456.0,https://anaconda.org/conda-forge/rq,2024-03-26 01:23:59.916,101748.0,2.0,,2024-03-09 02:33:25.000,1794.0,,,,,,,,,,,,,,,,, +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 00:18:46.000,2024-04-04 13:14:32.000,2024-04-03 20:50:23,12201.0,332.0,1459.0,81.0,7739.0,181.0,1673.0,9405.0,2024-03-20 20:55:15.000,0.18.12,265.0,427.0,40,True,63.0,,great_expectations,conda-forge/great-expectations,,,18929703.0,https://pypi.org/project/great_expectations,18913529.0,https://anaconda.org/conda-forge/great-expectations,2024-03-20 21:56:05.090,760181.0,2.0,,2024-03-20 20:55:15.000,63.0,,,,,,,,,,,,,,,,, +42,paramiko,paramiko/paramiko,The leading native Python SSHv2 protocol library.,,infrastructure,https://github.com/paramiko/paramiko,https://github.com/paramiko/paramiko,LGPL-2.1,2009-02-02 03:41:08.000,2024-04-02 23:26:55.000,2024-02-11 03:17:05,3994.0,12.0,1881.0,316.0,781.0,803.0,790.0,8788.0,,,30.0,187.0,40,True,93025.0,93025.0,paramiko,conda-forge/paramiko,,,53549532.0,https://pypi.org/project/paramiko,53453496.0,https://anaconda.org/conda-forge/paramiko,2023-12-19 20:01:44.239,4321638.0,2.0,,,,,,,,,,,,,,,,,,,, +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 21:32:24.000,2024-04-01 21:36:02.000,2024-04-01 21:36:02,3309.0,40.0,641.0,80.0,1053.0,170.0,1050.0,6874.0,2024-03-04 20:21:15.000,3.21.1,174.0,208.0,40,True,139335.0,128893.0,marshmallow,conda-forge/marshmallow,,,45547309.0,https://pypi.org/project/marshmallow,45496832.0,https://anaconda.org/conda-forge/marshmallow,2024-03-04 23:34:28.542,2321974.0,2.0,,2024-03-04 20:21:15.000,10442.0,,,,,,,,,,,,,,,,, +44,jsonschema,Julian/jsonschema,An implementation of the JSON Schema specification for Python.,,data-validation,https://github.com/python-jsonschema/jsonschema,https://github.com/python-jsonschema/jsonschema,MIT,2011-12-30 03:37:43.000,2024-04-01 19:27:41.000,2024-03-25 19:51:21,2651.0,40.0,576.0,60.0,359.0,31.0,785.0,4415.0,2024-01-19 21:11:16.000,4.21.1,102.0,111.0,40,True,559248.0,539944.0,jsonschema,conda-forge/jsonschema,,203.0,119429915.0,https://pypi.org/project/jsonschema,118792415.0,https://anaconda.org/conda-forge/jsonschema,2024-01-19 23:45:31.579,26774756.0,1.0,,2024-01-19 21:11:12.000,19304.0,,,,,,,,,,,python-jsonschema/jsonschema,,,,,, +45,more-itertools,more-itertools/more-itertools,"More routines for operating on iterables, beyond itertools.",,utilities,https://github.com/more-itertools/more-itertools,https://github.com/more-itertools/more-itertools,MIT,2012-04-26 05:15:14.000,2024-03-21 15:10:13.000,2024-03-21 15:10:09,1657.0,67.0,269.0,41.0,532.0,17.0,283.0,3405.0,2024-01-08 15:47:19.000,10.2.0,45.0,115.0,40,True,225372.0,216145.0,more-itertools,conda-forge/more-itertools,,2919.0,76213436.0,https://pypi.org/project/more-itertools,75905888.0,https://anaconda.org/conda-forge/more-itertools,2024-01-08 18:30:36.896,14145729.0,1.0,,2024-01-08 15:47:19.000,9227.0,,,,,,,,,,,,,,,,, +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 17:21:10.000,2024-04-04 13:25:32.000,2024-04-04 02:17:47,5344.0,140.0,1011.0,108.0,3982.0,1135.0,3126.0,3384.0,2024-03-29 17:08:57.000,2024.3.0,91.0,489.0,40,True,27750.0,25463.0,xarray,conda-forge/xarray,,,5186884.0,https://pypi.org/project/xarray,4971249.0,https://anaconda.org/conda-forge/xarray,2024-03-29 19:58:29.257,9703609.0,2.0,,2024-03-29 17:08:57.000,2287.0,,,,,,,,,,,,,,,,, +47,pyparsing,pyparsing/pyparsing,Python library for creating PEG parsers.,,others,https://github.com/pyparsing/pyparsing,https://github.com/pyparsing/pyparsing,MIT,2017-05-14 18:07:01.000,2024-03-30 22:50:58.000,2024-03-30 22:50:51,1213.0,38.0,271.0,25.0,186.0,43.0,296.0,2076.0,2024-03-06 07:29:28.000,3.1.2,72.0,66.0,40,True,992390.0,959880.0,pyparsing,conda-forge/pyparsing,,9978.0,115340246.0,https://pypi.org/project/pyparsing,113929412.0,https://anaconda.org/conda-forge/pyparsing,2024-03-06 10:33:11.131,42320604.0,1.0,,2024-03-06 07:25:50.000,32510.0,,,,,,,,,,,,,,,,, +48,future,PythonCharmers/python-future,"Easy, clean, reliable Python 2/3 compatibility.",,compatibility,https://github.com/PythonCharmers/python-future,https://github.com/PythonCharmers/python-future,MIT,2013-07-14 13:57:47.000,2024-02-26 19:26:10.000,2024-02-21 11:36:09,1947.0,48.0,331.0,37.0,246.0,177.0,212.0,1169.0,2024-02-21 11:52:35.000,1.0.0,52.0,130.0,40,True,336322.0,318913.0,future,conda-forge/future,,,43813970.0,https://pypi.org/project/future,43504873.0,https://anaconda.org/conda-forge/future,2024-02-22 13:58:22.729,12982083.0,1.0,,2024-02-21 11:52:35.000,17409.0,,,,,,,,,,,,,,,,, +49,python-fire,google/python-fire,Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.,,cli-helpers,https://github.com/google/python-fire,https://github.com/google/python-fire,Apache-2.0,2017-02-21 21:35:07.000,2024-04-01 08:39:51.000,2024-03-14 17:11:36,303.0,12.0,1411.0,372.0,184.0,148.0,189.0,26196.0,2024-03-11 19:52:24.000,0.6.0,11.0,65.0,39,True,33565.0,31555.0,fire,conda-forge/fire,,,6250408.0,https://pypi.org/project/fire,6227980.0,https://anaconda.org/conda-forge/fire,2024-03-12 05:35:30.091,874700.0,2.0,,2024-03-11 19:52:00.000,2010.0,,,,,,,,,,,,,,,,, +50,Typer,tiangolo/typer,"Typer, build great CLIs. Easy to code. Based on Python type hints.",,cli-helpers,https://github.com/tiangolo/typer,https://github.com/tiangolo/typer,MIT,2019-12-24 12:24:11.000,2024-04-04 03:33:41.000,2024-04-02 01:59:54,558.0,79.0,606.0,71.0,335.0,203.0,176.0,14092.0,2024-03-30 02:20:46.000,0.12.0,37.0,51.0,39,True,85010.0,81735.0,typer,conda-forge/typer,,,21204227.0,https://pypi.org/project/typer,21157590.0,https://anaconda.org/conda-forge/typer,2024-03-29 12:44:01.926,2145326.0,2.0,,2024-03-30 02:20:46.000,3275.0,,,,,,,,,,,,,,,,, +51,arrow,arrow-py/arrow,Better dates & times for Python.,,date-time-utils,https://github.com/arrow-py/arrow,https://github.com/arrow-py/arrow,Apache-2.0,2012-11-18 20:23:27.000,2024-02-20 09:13:22.000,2023-09-30 22:03:06,1402.0,,667.0,135.0,674.0,97.0,399.0,8541.0,2023-09-30 22:11:17.000,1.3.0,64.0,270.0,39,True,103359.0,98477.0,arrow,conda-forge/arrow,,,29411574.0,https://pypi.org/project/arrow,29322142.0,https://anaconda.org/conda-forge/arrow,2023-10-01 03:00:03.614,4113884.0,1.0,,2023-09-30 22:11:16.000,4882.0,,,,,,,,,,,,,,,,, +52,PyMySQL,PyMySQL/PyMySQL,MySQL client library for Python.,,db-clients,https://github.com/PyMySQL/PyMySQL,https://github.com/PyMySQL/PyMySQL,MIT,2011-07-27 17:38:47.000,2024-03-26 07:02:42.000,2024-03-26 07:02:41,1103.0,4.0,1355.0,229.0,495.0,12.0,637.0,7542.0,2023-06-26 05:34:54.000,1.1.0,12.0,124.0,39,True,212670.0,212670.0,PyMySQL,conda-forge/pymysql,,,41915813.0,https://pypi.org/project/PyMySQL,41886379.0,https://anaconda.org/conda-forge/pymysql,2023-06-26 13:59:27.383,1324570.0,1.0,,,,,,,,,,,,,,,,,,,, +53,MongoEngine,MongoEngine/mongoengine,A Python Object-Document-Mapper for working with MongoDB.,,db-clients,https://github.com/MongoEngine/mongoengine,https://github.com/MongoEngine/mongoengine,MIT,2012-03-05 12:10:20.000,2024-04-01 01:35:28.000,2024-03-10 11:56:26,4154.0,22.0,1224.0,137.0,1120.0,373.0,1343.0,4154.0,2024-03-07 17:39:42.000,0.28.2,75.0,391.0,39,True,27104.0,23498.0,mongoengine,conda-forge/mongoengine,,,1319586.0,https://pypi.org/project/mongoengine,1313969.0,https://anaconda.org/conda-forge/mongoengine,2023-09-28 14:01:33.150,235950.0,1.0,,2024-03-07 17:39:42.000,3606.0,,,,,,,,,,,,,,,,, +54,pymongo,mongodb/mongo-python-driver,PyMongo - the Official MongoDB Python driver.,,db-clients,https://github.com/mongodb/mongo-python-driver,https://github.com/mongodb/mongo-python-driver,Apache-2.0,2009-01-15 15:18:06.000,2024-04-04 11:17:10.000,2024-04-03 21:07:41,5579.0,85.0,1074.0,239.0,1566.0,9.0,,4034.0,2024-03-28 01:22:08.000,4.6.3,138.0,210.0,39,True,20409.0,,pymongo,conda-forge/pymongo,,,26183462.0,https://pypi.org/project/pymongo,26147950.0,https://anaconda.org/conda-forge/pymongo,2024-03-28 12:16:51.447,1598066.0,1.0,,2024-03-28 01:22:08.000,20409.0,,,,,,,,,,,,,,,,, +55,pexpect,pexpect/pexpect,A Python module for controlling interactive programs in a pseudo-terminal.,,process-utils,https://github.com/pexpect/pexpect,https://github.com/pexpect/pexpect,ISC,2013-09-17 17:36:44.000,2024-02-02 14:42:27.000,2023-11-25 05:24:37,1628.0,,471.0,90.0,309.0,183.0,329.0,2518.0,2023-11-25 06:56:14.000,4.9.0,20.0,108.0,39,True,382977.0,366653.0,pexpect,conda-forge/pexpect,,4372.0,71665164.0,https://pypi.org/project/pexpect,71239437.0,https://anaconda.org/conda-forge/pexpect,2024-01-24 16:21:57.503,17879124.0,1.0,,2023-11-25 06:56:14.000,16324.0,,,,,,,,,,,,,,,,, +56,h5py,h5py/h5py,HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.,,data-containers,https://github.com/h5py/h5py,https://github.com/h5py/h5py,BSD-3-Clause,2012-09-21 00:40:02.000,2024-04-03 16:28:59.000,2024-04-03 16:25:58,4383.0,38.0,530.0,57.0,920.0,257.0,1227.0,1990.0,2023-10-09 14:43:38.000,3.10.0,38.0,203.0,39,True,278260.0,262882.0,h5py,conda-forge/h5py,,3210.0,21045242.0,https://pypi.org/project/h5py,20719127.0,https://anaconda.org/conda-forge/h5py,2023-12-13 14:02:18.065,14999596.0,2.0,,2023-10-09 14:43:38.000,15378.0,,,,,,,,,,,,,,,,, +57,python-bigquery,googleapis/python-bigquery,Google BigQuery API client library.,,db-clients,https://github.com/googleapis/python-bigquery,https://github.com/googleapis/python-bigquery,Apache-2.0,2019-12-10 00:09:04.000,2024-04-04 02:44:01.000,2024-04-03 11:09:21,1812.0,72.0,279.0,53.0,1231.0,58.0,596.0,705.0,2024-04-01 12:46:12.000,3.20.1,162.0,152.0,39,True,28728.0,27540.0,google-cloud-bigquery,conda-forge/google-cloud-bigquery,,,38521184.0,https://pypi.org/project/google-cloud-bigquery,38458553.0,https://anaconda.org/conda-forge/google-cloud-bigquery,2024-04-01 19:50:58.492,2818420.0,1.0,,2024-04-01 12:46:12.000,1188.0,,,,,,,,,,,,,,,,, +58,tink,google/tink,"Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy..",,cryptography,https://github.com/tink-crypto/tink,https://github.com/tink-crypto/tink,Apache-2.0,2014-06-06 16:21:09.000,2024-04-04 09:28:47.000,2024-04-04 08:11:50,7817.0,357.0,1230.0,337.0,246.0,3.0,466.0,13456.0,2023-11-27 12:13:53.000,1.9.0,21.0,116.0,38,True,1053.0,1047.0,tink,,,1097.0,370903.0,https://pypi.org/project/tink,370681.0,,,,2.0,tink-crypto,2023-11-27 12:13:53.000,4.0,https://www.npmjs.com/package/tink-crypto,2023-05-02 19:29:05.212,2.0,209.0,,,,,,,tink-crypto/tink,,,,,, +59,Kedro,kedro-org/kedro,Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create..,,data-pipelines,https://github.com/kedro-org/kedro,https://github.com/kedro-org/kedro,Apache-2.0,2019-04-18 10:29:56.000,2024-04-04 10:14:08.000,2024-04-04 08:51:05,3186.0,115.0,856.0,105.0,1730.0,284.0,1498.0,9310.0,2024-02-27 12:44:56.000,0.19.3,50.0,224.0,38,True,2335.0,2261.0,kedro,,,,493462.0,https://pypi.org/project/kedro,493462.0,,,,2.0,,2024-02-27 12:44:56.000,74.0,,,,,,,,,,,,,,,,, +60,dbt,dbt-labs/dbt-core,dbt enables data analysts and engineers to transform their data using the same practices that software engineers use..,,data-pipelines,https://github.com/dbt-labs/dbt-core,https://github.com/dbt-labs/dbt-core,Apache-2.0,2016-03-10 02:38:00.000,2024-04-03 22:59:18.000,2024-04-03 16:28:53,6621.0,135.0,1479.0,136.0,4378.0,546.0,4555.0,8772.0,2024-03-28 16:08:03.000,1.6.11,248.0,310.0,38,True,4670.0,4640.0,dbt,conda-forge/dbt,,4111.0,48576.0,https://pypi.org/project/dbt,45528.0,https://anaconda.org/conda-forge/dbt,2023-06-16 13:24:35.863,253067.0,2.0,,2024-04-01 18:49:29.000,30.0,,,,,,,,,,,,,dbt,,,, +61,python-dotenv,theskumar/python-dotenv,Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications..,,configuration,https://github.com/theskumar/python-dotenv,https://github.com/theskumar/python-dotenv,BSD-3-Clause,2014-09-06 05:35:17.000,2024-03-15 18:01:12.000,2024-01-23 06:30:54,361.0,5.0,386.0,34.0,235.0,43.0,233.0,7030.0,2024-01-23 06:32:36.000,1.0.1,26.0,95.0,38,True,736787.0,736787.0,python-dotenv,conda-forge/python-dotenv,,,56680636.0,https://pypi.org/project/python-dotenv,56613205.0,https://anaconda.org/conda-forge/python-dotenv,2024-01-23 13:59:22.151,3034395.0,1.0,,,,,,,,,,,,,,,,,,,, +62,kubernetes,kubernetes-client/python,Official Python client library for kubernetes.,,infrastructure,https://github.com/kubernetes-client/python,https://github.com/kubernetes-client/python,Apache-2.0,2016-10-31 20:08:03.000,2024-04-02 15:28:11.000,2024-04-02 15:28:10,1752.0,22.0,3319.0,139.0,898.0,132.0,1226.0,6381.0,2024-01-08 22:11:24.000,29.0.0,93.0,194.0,38,True,1523.0,,kubernetes,conda-forge/kubernetes,,,23953528.0,https://pypi.org/project/kubernetes,23943368.0,https://anaconda.org/conda-forge/kubernetes,2023-06-19 10:32:08.288,477537.0,2.0,,2024-01-08 22:05:55.000,1523.0,,,,,,,,,,,,,,,,, +63,watchdog,gorakhargosh/watchdog,Python library and shell utilities to monitor filesystem events.,,file-path-utils,https://github.com/gorakhargosh/watchdog,https://github.com/gorakhargosh/watchdog,Apache-2.0,2010-10-23 12:00:17.000,2024-02-12 13:42:07.000,2024-02-12 11:04:51,1464.0,16.0,686.0,135.0,395.0,185.0,460.0,6237.0,2024-02-06 22:07:43.000,4.0.0,47.0,148.0,38,True,147168.0,138891.0,watchdog,conda-forge/watchdog,,,20003490.0,https://pypi.org/project/watchdog,19942734.0,https://anaconda.org/conda-forge/watchdog,2024-02-07 09:26:23.738,2794778.0,1.0,,2024-02-06 22:04:28.000,8277.0,,,,,,,,,,,,,,,,, +64,joblib,joblib/joblib,Computing with Python functions.,,data-pipelines,https://github.com/joblib/joblib,https://github.com/joblib/joblib,BSD-3-Clause,2010-05-07 06:48:26.000,2024-04-03 13:08:33.000,2024-04-03 13:08:33,1502.0,3.0,384.0,61.0,722.0,400.0,482.0,3635.0,2023-08-09 09:27:06.000,1.3.2,110.0,130.0,38,True,420244.0,413416.0,joblib,conda-forge/joblib,,,48300569.0,https://pypi.org/project/joblib,47749368.0,https://anaconda.org/conda-forge/joblib,2023-08-09 10:36:06.506,24804052.0,2.0,,2023-08-09 09:23:34.000,6828.0,,,,,,,,,,,,,,,,, +65,XlsxWriter,jmcnamara/XlsxWriter,A Python module for creating Excel XLSX files.,,file-formats,https://github.com/jmcnamara/XlsxWriter,https://github.com/jmcnamara/XlsxWriter,BSD-2-Clause,2013-01-04 01:07:06.000,2024-03-02 01:43:51.000,2024-02-23 23:49:46,1375.0,12.0,625.0,116.0,129.0,13.0,914.0,3476.0,2024-02-18 23:11:21.000,3.2.0,167.0,52.0,38,True,78963.0,74875.0,xlsxwriter,conda-forge/xlsxwriter,,,18373180.0,https://pypi.org/project/xlsxwriter,18306076.0,https://anaconda.org/conda-forge/xlsxwriter,2023-11-05 19:10:43.834,3153915.0,1.0,,2024-02-18 23:11:21.000,4088.0,,,,,,,,,,,,,,,,, +66,pycparser,eliben/pycparser,Complete C99 parser in pure Python.,,others,https://github.com/eliben/pycparser,https://github.com/eliben/pycparser,BSD-3-Clause,2013-06-09 22:01:56.000,2024-03-30 15:14:37.401,2024-03-30 13:24:01,556.0,4.0,594.0,95.0,179.0,29.0,320.0,3109.0,2024-03-30 13:22:59.000,release_v2.22,22.0,84.0,38,True,800401.0,782964.0,pycparser,conda-forge/pycparser,,,208696379.0,https://pypi.org/project/pycparser,207877905.0,https://anaconda.org/conda-forge/pycparser,2024-03-30 15:14:37.401,37649839.0,2.0,,2024-03-30 13:22:20.000,17437.0,,,,,,,,,,,,,,,,, +67,alembic,sqlalchemy/alembic,A database migrations tool for SQLAlchemy.,,db-clients,https://github.com/sqlalchemy/alembic,https://github.com/sqlalchemy/alembic,MIT,2018-11-27 03:02:53.000,2024-04-04 13:09:03.000,2024-03-19 12:14:53,1802.0,17.0,221.0,20.0,152.0,108.0,945.0,2432.0,2023-12-20 17:06:21.000,rel_1_13_1,123.0,184.0,38,True,223380.0,211748.0,alembic,conda-forge/alembic,,,36112214.0,https://pypi.org/project/alembic,36013403.0,https://anaconda.org/conda-forge/alembic,2024-01-13 21:09:43.478,4248877.0,2.0,,2023-12-20 17:06:16.000,11632.0,,,,,,,,,,,,,,,,, +68,PyYAML,yaml/pyyaml,Canonical source repository for PyYAML.,,file-formats,https://github.com/yaml/pyyaml,https://github.com/yaml/pyyaml,MIT,2011-11-03 05:09:49.000,2024-03-19 18:03:45.000,2023-11-14 16:25:37,322.0,,516.0,53.0,267.0,277.0,321.0,2413.0,2023-07-18 00:00:10.531,6.0.1,40.0,40.0,38,True,1213962.0,1134863.0,pyyaml,conda-forge/pyyaml,,,286943326.0,https://pypi.org/project/pyyaml,285947666.0,https://anaconda.org/conda-forge/pyyaml,2023-09-22 09:16:45.760,42813418.0,1.0,,2023-07-18 00:00:10.531,79099.0,,,,,,,,,,,,,,,,, +69,dill,uqfoundation/dill,serialize all of Python.,,serialization,https://github.com/uqfoundation/dill,https://github.com/uqfoundation/dill,BSD-3-Clause,2013-06-28 16:42:27.000,2024-04-02 03:03:59.000,2024-02-24 05:44:25,1011.0,10.0,168.0,23.0,163.0,178.0,335.0,2120.0,2024-01-27 23:48:36.000,0.3.8,27.0,45.0,38,True,154666.0,150489.0,dill,conda-forge/dill,,291664.0,54365139.0,https://pypi.org/project/dill,54228590.0,https://anaconda.org/conda-forge/dill,2024-01-28 09:41:18.086,6174834.0,2.0,,2024-01-27 23:42:14.000,4177.0,,,,,,,,,,,,,,,,, +70,greenlet,python-greenlet/greenlet,Lightweight in-process concurrent programming.,,async,https://github.com/python-greenlet/greenlet,https://github.com/python-greenlet/greenlet,MIT,2011-12-17 21:12:01.000,2024-04-02 12:12:53.000,2023-12-21 21:58:06,987.0,,237.0,53.0,161.0,26.0,218.0,1581.0,2023-12-21 22:01:50.000,3.0.3,51.0,68.0,38,True,370492.0,359921.0,greenlet,conda-forge/greenlet,,,94384571.0,https://pypi.org/project/greenlet,94185582.0,https://anaconda.org/conda-forge/greenlet,2023-12-21 23:45:31.152,9153501.0,1.0,,2023-12-21 22:01:50.000,10571.0,,,,,,,,,,,,,,,,, +71,filesystem_spec,fsspec/filesystem_spec,A specification that python filesystems should adhere to.,,file-path-utils,https://github.com/fsspec/filesystem_spec,https://github.com/fsspec/filesystem_spec,BSD-3-Clause,2018-04-23 16:45:08.000,2024-04-04 02:15:06.000,2024-03-27 19:55:46,2312.0,41.0,317.0,21.0,899.0,219.0,422.0,755.0,,,70.0,230.0,38,True,105691.0,105691.0,fsspec,conda-forge/fsspec,,,242589497.0,https://pypi.org/project/fsspec,242246477.0,https://anaconda.org/conda-forge/fsspec,2024-03-19 00:33:44.664,16121959.0,1.0,,,,,,,,,,,,,,,,,,,, +72,traitlets,ipython/traitlets,A lightweight Traits like module.,,configuration,https://github.com/ipython/traitlets,https://github.com/ipython/traitlets,BSD-3-Clause,2013-12-06 20:45:45.000,2024-04-03 11:50:44.000,2024-04-03 11:50:42,2007.0,5.0,194.0,27.0,609.0,94.0,198.0,603.0,2024-03-12 12:37:49.000,5.14.2,33.0,109.0,38,True,420686.0,420686.0,traitlets,conda-forge/traitlets,,330.0,46241305.0,https://pypi.org/project/traitlets,45634307.0,https://anaconda.org/conda-forge/traitlets,2024-03-12 14:43:57.026,26100333.0,1.0,,,,,,,,,,,,,,,,,,,, +73,uvloop,MagicStack/uvloop,Ultra fast asyncio event loop.,,async,https://github.com/MagicStack/uvloop,https://github.com/MagicStack/uvloop,Apache-2.0,2015-11-08 04:14:54.000,2024-03-13 14:46:30.000,2023-10-22 20:53:42,936.0,,574.0,227.0,257.0,92.0,258.0,9966.0,2023-10-22 22:02:54.000,0.19.0,80.0,60.0,37,True,123064.0,121067.0,uvloop,conda-forge/uvloop,,432.0,9563538.0,https://pypi.org/project/uvloop,9546991.0,https://anaconda.org/conda-forge/uvloop,2023-10-23 19:09:59.969,694813.0,2.0,,2023-10-22 22:02:54.000,1997.0,,,,,,,,,,,,,,,,, +74,Modin,modin-project/modin,Modin: Scale your Pandas workflows by changing a single line of code.,,data-containers,https://github.com/modin-project/modin,https://github.com/modin-project/modin,Apache-2.0,2018-06-21 21:35:05.000,2024-04-04 13:02:24.000,2024-04-04 13:02:24,2858.0,130.0,638.0,117.0,3074.0,712.0,3378.0,9442.0,2024-03-07 18:35:00.000,0.28.0,93.0,128.0,37,True,1453.0,1418.0,modin,conda-forge/modin-core,['pandas'],196829.0,938137.0,https://pypi.org/project/modin,926278.0,https://anaconda.org/conda-forge/modin-core,2024-03-07 23:22:35.260,297245.0,2.0,,2024-03-07 18:22:26.000,35.0,,,,,,,,,,,,,,,,, +75,python-prompt-toolkit,prompt-toolkit/python-prompt-toolkit,Library for building powerful interactive command line applications in Python.,,cli-helpers,https://github.com/prompt-toolkit/python-prompt-toolkit,https://github.com/prompt-toolkit/python-prompt-toolkit,BSD-3-Clause,2014-01-25 22:12:08.000,2024-03-22 15:08:40.000,2024-02-12 08:46:53,2742.0,7.0,736.0,148.0,756.0,600.0,560.0,8910.0,2023-12-13 09:51:12.000,3.0.43,127.0,226.0,37,True,1740.0,,prompt_toolkit,conda-forge/prompt-toolkit,,,49458271.0,https://pypi.org/project/prompt_toolkit,48965473.0,https://anaconda.org/conda-forge/prompt-toolkit,2023-12-12 16:46:57.325,21683151.0,2.0,,2023-12-13 08:44:35.000,1740.0,,,,,,,,,,,,,,,,, +76,orjson,ijl/orjson,"Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy.",,serialization,https://github.com/ijl/orjson,https://github.com/ijl/orjson,Apache-2.0,2018-11-21 23:43:14.000,2024-03-27 23:31:15.000,2024-03-27 23:30:58,641.0,27.0,191.0,36.0,91.0,3.0,372.0,5480.0,2024-03-27 23:16:18.000,3.10.0,123.0,22.0,37,True,82770.0,81356.0,orjson,conda-forge/orjson,,,20164360.0,https://pypi.org/project/orjson,20140891.0,https://anaconda.org/conda-forge/orjson,2024-02-23 20:03:54.615,1103043.0,2.0,,2024-03-27 22:52:08.000,1414.0,,,,,,,,,,,,,,,,, +77,kafka-python,dpkp/kafka-python,Python client for Apache Kafka.,,db-clients,https://github.com/dpkp/kafka-python,https://github.com/dpkp/kafka-python,Apache-2.0,2012-09-24 13:00:26.000,2024-04-03 14:04:20.000,2024-03-08 23:30:02,2179.0,1.0,1318.0,147.0,977.0,259.0,1196.0,5473.0,2020-09-30 07:33:37.000,2.0.1,34.0,217.0,37,True,24745.0,24745.0,kafka-python,conda-forge/kafka-python,,1836.0,11735315.0,https://pypi.org/project/kafka-python,11730074.0,https://anaconda.org/conda-forge/kafka-python,2023-06-16 13:25:06.579,433764.0,2.0,,,,,,,,,,,,,,,,,,,, +78,toolz,pytoolz/toolz,A functional standard library for Python.,,utilities,https://github.com/pytoolz/toolz,https://github.com/pytoolz/toolz,BSD-3-Clause,2013-09-13 02:18:43.000,2024-03-26 17:04:16.000,2024-01-24 03:22:09,1214.0,6.0,253.0,82.0,353.0,119.0,142.0,4500.0,2024-01-24 03:28:25.000,0.12.1,28.0,77.0,37,True,147482.0,143884.0,toolz,conda-forge/toolz,,,33045460.0,https://pypi.org/project/toolz,32588993.0,https://anaconda.org/conda-forge/toolz,2024-01-24 16:12:46.142,19628111.0,2.0,,2024-01-24 03:28:25.000,3598.0,,,,,,,,,,,,,,,,, +79,Ibis,ibis-project/ibis,the portable Python dataframe library.,,db-clients,https://github.com/ibis-project/ibis,https://github.com/ibis-project/ibis,Apache-2.0,2015-04-17 20:43:46.000,2024-04-04 13:06:00.000,2024-04-04 13:05:19,7931.0,728.0,508.0,82.0,5983.0,235.0,2541.0,3980.0,2024-02-05 19:31:28.000,8.0.0,86.0,282.0,37,True,1294.0,1237.0,ibis-framework,conda-forge/ibis-framework,,119.0,195922.0,https://pypi.org/project/ibis-framework,188872.0,https://anaconda.org/conda-forge/ibis-framework,2024-02-06 16:41:49.618,324160.0,2.0,,2024-03-31 00:02:35.000,57.0,,,,,,,,,,,,,,,,, +80,AWS Data Wrangler,awslabs/aws-data-wrangler,"pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime,..",,db-clients,https://github.com/aws/aws-sdk-pandas,https://github.com/aws/aws-sdk-pandas,Apache-2.0,2019-02-26 01:39:02.000,2024-04-03 16:15:52.000,2024-04-02 15:36:26,2414.0,112.0,665.0,61.0,1579.0,29.0,1060.0,3783.0,2024-03-27 19:37:03.000,3.7.2,150.0,147.0,37,True,1563.0,1497.0,awswrangler,conda-forge/awswrangler,['pandas'],232633.0,40330191.0,https://pypi.org/project/awswrangler,40315815.0,https://anaconda.org/conda-forge/awswrangler,2024-03-28 12:58:16.459,473207.0,2.0,,2024-03-27 19:22:12.000,66.0,,,,,,,,,,,aws/aws-sdk-pandas,,,,,, +81,netmiko,ktbyers/netmiko,Multi-vendor library to simplify Paramiko SSH connections to network devices.,,infrastructure,https://github.com/ktbyers/netmiko,https://github.com/ktbyers/netmiko,MIT,2014-11-28 21:42:52.000,2024-04-04 12:22:59.000,2024-01-12 19:56:59,2744.0,4.0,1239.0,197.0,1254.0,143.0,1883.0,3412.0,2023-11-17 18:40:04.000,4.3.0,43.0,230.0,37,True,4521.0,4243.0,netmiko,,,,287793.0,https://pypi.org/project/netmiko,287793.0,,,,3.0,,2023-11-17 18:06:05.000,278.0,,,,,,,,,,,,,,,,, +82,psycopg2,psycopg/psycopg2,PostgreSQL database adapter for the Python programming language.,,db-clients,https://github.com/psycopg/psycopg2,https://github.com/psycopg/psycopg2,BSD-3-Clause-Attribution,2013-01-21 11:05:11.000,2024-04-01 23:27:46.000,2024-02-15 22:26:05,3081.0,1.0,492.0,72.0,305.0,19.0,1268.0,3191.0,2024-01-02 21:56:56.000,2.9.9,62.0,137.0,37,False,782752.0,721021.0,psycopg2,psycopg2,,,16081638.0,https://pypi.org/project/psycopg2,16078933.0,https://anaconda.org/anaconda/psycopg2,2024-02-29 15:31:04.534,273225.0,2.0,,2023-10-03 12:45:27.000,61711.0,,,,,,,,,,,,,,20.0,,, +83,python-dateutil,dateutil/dateutil,Useful extensions to the standard Python datetime features.,,date-time-utils,https://github.com/dateutil/dateutil,https://github.com/dateutil/dateutil,Apache-2.0,2014-11-19 18:56:16.000,2024-03-05 18:44:35.000,2024-03-01 18:28:13,1590.0,11.0,470.0,46.0,644.0,369.0,420.0,2231.0,2024-03-01 18:35:11.000,2.9.0.post0,34.0,131.0,37,True,6139.0,,python-dateutil,conda-forge/python-dateutil,,35085.0,339142323.0,https://pypi.org/project/python-dateutil,337491196.0,https://anaconda.org/conda-forge/python-dateutil,2024-03-01 13:32:48.081,54476609.0,2.0,,2024-03-01 18:36:18.000,6139.0,,,,,,,,,,,,,,,,, +84,anyio,agronholm/anyio,High level asynchronous concurrency and networking framework that works on top of either trio or asyncio.,,async,https://github.com/agronholm/anyio,https://github.com/agronholm/anyio,MIT,2018-08-19 21:07:18.000,2024-04-03 21:20:37.000,2024-04-01 19:56:37,960.0,23.0,123.0,27.0,332.0,54.0,282.0,1589.0,2024-02-19 08:36:23.000,4.3.0,51.0,48.0,37,True,268405.0,267587.0,anyio,conda-forge/anyio,,,67353786.0,https://pypi.org/project/anyio,67081624.0,https://anaconda.org/conda-forge/anyio,2024-02-19 15:13:53.866,12791638.0,2.0,,2024-02-19 08:36:26.000,818.0,,,,,,,,,,,,,,,,, +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 07:24:51.054,2024-03-27 00:12:53.000,2024-03-27 00:12:53,531.0,1.0,265.0,29.0,108.0,111.0,184.0,960.0,2021-05-05 14:18:17.000,1.16.0,28.0,67.0,37,True,2219765.0,2083363.0,six,conda-forge/six,,,288384044.0,https://pypi.org/project/six,287826475.0,https://anaconda.org/conda-forge/six,2023-06-16 13:17:33.301,52969126.0,2.0,,2021-05-05 14:18:17.000,136402.0,,,,,,,,,,,,,,,,, +86,luigi,spotify/luigi,"Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution,..",,data-pipelines,https://github.com/spotify/luigi,https://github.com/spotify/luigi,Apache-2.0,2012-09-20 15:06:38.000,2024-03-13 12:09:03.000,2024-01-23 10:42:08,4100.0,5.0,2389.0,476.0,2297.0,124.0,881.0,17260.0,2024-01-15 15:33:51.000,3.5.0,81.0,614.0,36,True,2783.0,2363.0,luigi,luigi,,,415389.0,https://pypi.org/project/luigi,415242.0,https://anaconda.org/anaconda/luigi,2023-06-16 13:25:26.049,14449.0,2.0,,2024-01-15 15:30:38.000,418.0,,,,,,stable/luigi,,,,,,,,2.0,,, +87,sqlmodel,tiangolo/sqlmodel,"SQL databases in Python, designed for simplicity, compatibility, and robustness.",,db-clients,https://github.com/tiangolo/sqlmodel,https://github.com/tiangolo/sqlmodel,MIT,2021-08-24 14:26:53.000,2024-04-04 08:15:09.000,2024-04-02 01:51:04,385.0,18.0,533.0,152.0,350.0,173.0,154.0,12766.0,2024-02-17 13:54:28.000,0.0.16,15.0,72.0,36,True,10954.0,10954.0,sqlmodel,conda-forge/sqlmodel,['pydantic'],,1239103.0,https://pypi.org/project/sqlmodel,1238243.0,https://anaconda.org/conda-forge/sqlmodel,2023-12-04 22:24:44.873,27542.0,2.0,,,,,,,,,,,,,,,,,,,, +88,redis,redis/redis-py,Redis Python Client.,,db-clients,https://github.com/redis/redis-py,https://github.com/redis/redis-py,MIT,2009-11-06 10:22:26.000,2024-04-02 09:49:39.000,2024-03-27 11:13:32,2322.0,39.0,2368.0,326.0,1554.0,181.0,1455.0,12193.0,2024-03-10 15:18:02.000,5.0.3,59.0,438.0,36,True,,,redis,conda-forge/redis-py,,,39880010.0,https://pypi.org/project/redis,39854283.0,https://anaconda.org/conda-forge/redis-py,2024-03-10 14:34:15.448,1183470.0,2.0,,,,,,,,,,,,,,,-8.0,,,,, +89,supervisor,Supervisor/supervisor,Supervisor process control system for Unix (supervisord).,,process-utils,https://github.com/Supervisor/supervisor,https://github.com/Supervisor/supervisor,Repoze Public License,2010-12-08 00:48:48.000,2024-03-18 12:50:24.000,2024-03-02 19:39:49,2435.0,3.0,1223.0,231.0,481.0,156.0,1021.0,8194.0,2022-12-24 01:04:06.789,4.2.5,51.0,177.0,36,True,12397.0,10436.0,supervisor,conda-forge/supervisor,,,1834221.0,https://pypi.org/project/supervisor,1827314.0,https://anaconda.org/conda-forge/supervisor,2023-11-23 10:15:30.879,290116.0,2.0,,2022-12-24 01:04:06.789,1961.0,,,,,,,,,,,,,,,,, +90,pendulum,sdispater/pendulum,Python datetimes made easy.,,date-time-utils,https://github.com/sdispater/pendulum,https://github.com/sdispater/pendulum,MIT,2016-06-27 23:37:53.000,2024-03-22 11:00:17.000,2023-12-16 21:30:31,835.0,,391.0,70.0,287.0,226.0,321.0,6025.0,2023-12-16 21:23:53.000,3.0.0,55.0,96.0,36,True,27855.0,26511.0,pendulum,conda-forge/pendulum,,632.0,28409249.0,https://pypi.org/project/pendulum,28388469.0,https://anaconda.org/conda-forge/pendulum,2024-01-07 18:54:51.714,934836.0,2.0,,2023-12-16 21:23:53.000,1344.0,,,,,,,,,,,,,,,,, +91,Tablib,jazzband/tablib,"Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.",,data-loading,https://github.com/jazzband/tablib,https://github.com/jazzband/tablib,MIT,2011-03-28 02:36:50.000,2024-04-04 12:32:57.000,2024-04-01 17:57:50,1195.0,8.0,555.0,135.0,335.0,27.0,226.0,4512.0,2024-03-23 11:05:30.000,3.6.0,17.0,125.0,36,True,95603.0,95603.0,tablib,conda-forge/tablib,,,1965424.0,https://pypi.org/project/tablib,1963059.0,https://anaconda.org/conda-forge/tablib,2024-03-24 16:49:04.994,94606.0,1.0,,,,,,,,,,,,,,,,,,,, +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 16:19:39.000,2024-04-03 14:37:26.000,2024-04-03 12:58:52,1050.0,8.0,796.0,430.0,410.0,141.0,1183.0,3755.0,2024-04-03 11:43:59.000,8.13.0,9.0,133.0,36,True,10173.0,10173.0,elasticsearch-dsl,anaconda/elasticsearch-dsl,,203.0,4259539.0,https://pypi.org/project/elasticsearch-dsl,4259428.0,https://anaconda.org/anaconda/elasticsearch-dsl,2024-02-08 20:22:57.094,8461.0,2.0,,,,,,,,,,,,,,,,,,,, +93,colorama,tartley/colorama,Simple cross-platform colored terminal text in Python.,,cli-helpers,https://github.com/tartley/colorama,https://github.com/tartley/colorama,BSD-3-Clause,2014-04-17 20:18:25.000,2024-04-01 18:03:30.000,2023-12-01 12:49:19,374.0,,237.0,47.0,144.0,110.0,140.0,3409.0,2022-10-25 02:38:17.509,0.4.6,46.0,51.0,36,True,935038.0,912767.0,colorama,conda-forge/colorama,,,165748259.0,https://pypi.org/project/colorama,165445563.0,https://anaconda.org/conda-forge/colorama,2023-06-16 13:16:09.835,29058878.0,2.0,,2022-10-25 02:38:17.509,22271.0,,,,,,,,,,,,,,,,, +94,pycryptodomex,Legrandin/pycryptodome,A self-contained cryptographic library for Python.,,cryptography,https://github.com/Legrandin/pycryptodome,https://github.com/Legrandin/pycryptodome,,2014-05-02 15:11:38.000,2024-02-18 22:53:37.000,2024-01-13 17:49:12,2888.0,14.0,462.0,61.0,215.0,48.0,515.0,2644.0,2024-01-10 10:42:08.000,3.20.0x,34.0,146.0,36,False,92242.0,92242.0,pycryptodomex,conda-forge/pycryptodomex,,386.0,33751818.0,https://pypi.org/project/pycryptodomex,33716181.0,https://anaconda.org/conda-forge/pycryptodomex,2023-09-23 12:01:55.967,1603539.0,2.0,,,,,,,,,,,,,,,,,,,, +95,dateparser,scrapinghub/dateparser,python parser for human readable dates.,,date-time-utils,https://github.com/scrapinghub/dateparser,https://github.com/scrapinghub/dateparser,BSD-3-Clause,2014-11-24 17:30:12.000,2024-04-04 10:42:03.000,2024-03-05 11:29:54,1516.0,5.0,457.0,134.0,572.0,318.0,378.0,2452.0,2023-11-17 10:47:56.000,1.2.0,30.0,138.0,36,True,28479.0,27155.0,dateparser,conda-forge/dateparser,,,6736812.0,https://pypi.org/project/dateparser,6732408.0,https://anaconda.org/conda-forge/dateparser,2023-11-17 11:56:22.500,202611.0,2.0,,2023-11-17 10:47:56.000,1324.0,,,,,,,,,,,,,,,,, +96,mysqlclient,PyMySQL/mysqlclient,MySQL database connector for Python (with Python 3 support).,,db-clients,https://github.com/PyMySQL/mysqlclient,https://github.com/PyMySQL/mysqlclient,GPL-2.0,2014-04-28 05:09:06.000,2024-03-31 13:30:06.000,2024-02-08 15:35:16,1093.0,11.0,472.0,55.0,312.0,10.0,325.0,2396.0,2024-03-10 10:17:55.000,2.2.4,40.0,84.0,36,True,166501.0,159226.0,mysqlclient,conda-forge/mysqlclient,,5279.0,5595220.0,https://pypi.org/project/mysqlclient,5587683.0,https://anaconda.org/conda-forge/mysqlclient,2024-03-10 16:42:38.687,336589.0,2.0,,2024-02-08 15:53:45.000,7275.0,,,,,,,,,,,,,,,,, +97,zarr,zarr-developers/zarr-python,"An implementation of chunked, compressed, N-dimensional arrays for Python.",,data-containers,https://github.com/zarr-developers/zarr-python,https://github.com/zarr-developers/zarr-python,MIT,2015-12-15 14:49:40.000,2024-04-04 11:25:31.000,2024-04-03 18:18:18,1918.0,50.0,247.0,44.0,976.0,275.0,412.0,1319.0,2024-03-06 19:27:15.000,2.17.1,75.0,99.0,36,True,4087.0,3547.0,zarr,conda-forge/zarr,,,637926.0,https://pypi.org/project/zarr,572613.0,https://anaconda.org/conda-forge/zarr,2024-03-07 08:16:39.862,2939122.0,2.0,,2024-03-06 19:27:15.000,540.0,,,,,,,,,,,,,,,,, +98,jsonpickle,jsonpickle/jsonpickle,Python library for serializing any arbitrary object graph into JSON. It can take almost any Python object and turn the..,,serialization,https://github.com/jsonpickle/jsonpickle,https://github.com/jsonpickle/jsonpickle,BSD-3-Clause,2009-12-10 03:59:23.000,2024-03-22 00:50:34.000,2024-03-22 00:50:33,1455.0,62.0,165.0,33.0,180.0,69.0,239.0,1206.0,2024-02-20 03:42:47.000,3.0.3,41.0,74.0,36,True,2477.0,,jsonpickle,conda-forge/jsonpickle,,,11439533.0,https://pypi.org/project/jsonpickle,11393413.0,https://anaconda.org/conda-forge/jsonpickle,2023-10-18 22:21:59.292,1660320.0,2.0,,2024-02-20 03:42:47.000,2477.0,,,,,,,,,,,,,,,,, +99,s3fs,fsspec/s3fs,S3 Filesystem.,,db-clients,https://github.com/fsspec/s3fs,https://github.com/fsspec/s3fs,BSD-3-Clause,2016-03-16 00:19:32.000,2024-03-26 01:09:17.000,2024-03-26 01:09:16,1037.0,11.0,264.0,19.0,409.0,132.0,325.0,807.0,2024-03-18 19:43:46.000,2024.3.1,69.0,139.0,36,True,18157.0,17358.0,s3fs,conda-forge/s3fs,,,246882340.0,https://pypi.org/project/s3fs,246731329.0,https://anaconda.org/conda-forge/s3fs,2024-03-19 13:28:34.302,6644497.0,2.0,,2024-03-18 19:43:46.000,799.0,,,,,,,,,,,,,,,,, +100,micropython,micropython/micropython,MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems.,,python-implementations,https://github.com/micropython/micropython,https://github.com/micropython/micropython,Python-2.0,2013-12-20 11:47:07.000,2024-04-03 18:18:49.000,2024-03-30 02:13:51,15831.0,301.0,7239.0,737.0,5995.0,1763.0,3767.0,18241.0,2024-02-20 12:36:21.000,1.22.2,18.0,624.0,35,True,14.0,,micropython-_markupbase,,,75098.0,938.0,https://pypi.org/project/micropython-_markupbase,,,,,2.0,,2016-10-10 21:51:14.000,14.0,,,,,,,,,,,,,,,,, +101,PySimpleGUI,PySimpleGUI/PySimpleGUI,PySimpleGUI is a Python package that enables Python programmers of all levels to create GUIs.,,gui-dev,https://github.com/PySimpleGUI/PySimpleGUI,https://github.com/PySimpleGUI/PySimpleGUI,,2018-07-11 18:28:58.000,2024-04-03 15:42:42.000,2024-04-03 15:42:41,56.0,56.0,1822.0,229.0,3082.0,719.0,2863.0,13076.0,2024-04-01 17:47:56.000,5.0.4,185.0,19.0,35,False,11748.0,11381.0,pysimplegui,conda-forge/pysimplegui,,,792702.0,https://pypi.org/project/pysimplegui,790209.0,https://anaconda.org/conda-forge/pysimplegui,2023-06-16 16:16:23.007,139610.0,2.0,,2024-04-01 17:47:56.000,367.0,,,,,,,,,,,,,,,,, +102,schedule,dbader/schedule,Python job scheduling for humans.,,infrastructure,https://github.com/dbader/schedule,https://github.com/dbader/schedule,MIT,2013-05-19 12:51:20.000,2024-03-17 17:45:03.000,2023-12-10 09:31:47,395.0,,965.0,213.0,186.0,156.0,295.0,11445.0,2023-10-01 13:58:38.000,1.2.1,26.0,59.0,35,True,34928.0,33437.0,schedule,conda-forge/schedule,,,2133805.0,https://pypi.org/project/schedule,2132459.0,https://anaconda.org/conda-forge/schedule,2023-10-02 12:55:42.807,52500.0,3.0,,2023-10-01 13:58:38.000,1491.0,,,,,,,,,,,,,,,,, +103,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 17:45:14.000,2024-04-02 14:04:31.000,2024-04-02 14:04:30,448.0,1.0,567.0,162.0,112.0,260.0,187.0,7894.0,2014-06-16 11:18:57.000,0.6.2,11.0,31.0,35,True,127127.0,114625.0,docopt,conda-forge/docopt,,,11268962.0,https://pypi.org/project/docopt,11247557.0,https://anaconda.org/conda-forge/docopt,2023-06-16 13:17:10.080,2054957.0,2.0,,2014-06-16 11:18:57.000,12502.0,,,,,,,,,,,,,,,,, +104,boltons,mahmoud/boltons,"Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python..",,utilities,https://github.com/mahmoud/boltons,https://github.com/mahmoud/boltons,BSD-3-Clause,2013-02-20 06:17:12.000,2024-04-01 01:56:18.939,2024-03-31 22:41:50,1559.0,25.0,346.0,141.0,204.0,70.0,109.0,6401.0,2024-03-31 22:43:26.000,24.0.0,54.0,90.0,35,True,7202.0,6754.0,boltons,conda-forge/boltons,,25.0,4141460.0,https://pypi.org/project/boltons,4046306.0,https://anaconda.org/conda-forge/boltons,2024-04-01 01:56:18.939,4377107.0,2.0,,2024-03-31 21:24:05.000,448.0,,,,,,,,,,,,,,,,, +105,xmltodict,martinblech/xmltodict,Python module that makes working with XML feel like you are working with JSON.,,data-loading,https://github.com/martinblech/xmltodict,https://github.com/martinblech/xmltodict,MIT,2012-04-17 14:38:21.000,2024-02-02 09:12:11.000,2023-03-12 19:26:01,221.0,,469.0,104.0,96.0,87.0,162.0,5361.0,2022-05-08 07:00:02.000,0.13.0,29.0,49.0,35,False,70489.0,64685.0,xmltodict,conda-forge/xmltodict,,,44947173.0,https://pypi.org/project/xmltodict,44906451.0,https://anaconda.org/conda-forge/xmltodict,2023-06-16 13:20:35.475,3746515.0,2.0,,2022-05-08 07:00:02.000,5804.0,,,,,,,,,,,,,,,,, +106,phonenumbers,daviddrysdale/python-phonenumbers,Python port of Googles libphonenumber.,,text,https://github.com/daviddrysdale/python-phonenumbers,https://github.com/daviddrysdale/python-phonenumbers,Apache-2.0,2011-04-21 03:06:38.000,2024-03-25 07:37:28.433,2024-03-25 06:16:26,1639.0,18.0,456.0,87.0,113.0,9.0,172.0,3393.0,2024-03-25 06:29:47.000,8.13.33,242.0,30.0,35,True,1484.0,,phonenumbers,conda-forge/phonenumbers,,,6267190.0,https://pypi.org/project/phonenumbers,6242092.0,https://anaconda.org/conda-forge/phonenumbers,2024-03-25 07:37:28.433,878448.0,1.0,,2024-03-25 06:29:47.000,1484.0,,,,,,,,,,,,,,,,, +107,pyodbc,mkleehammer/pyodbc,Python ODBC bridge.,,db-clients,https://github.com/mkleehammer/pyodbc,https://github.com/mkleehammer/pyodbc,MIT-0,2008-10-03 15:19:37.000,2024-03-29 16:23:18.000,2024-02-27 16:47:01,514.0,9.0,583.0,124.0,231.0,61.0,991.0,2829.0,2024-02-05 17:00:57.000,5.1.0,64.0,58.0,35,False,57894.0,55631.0,pyodbc,conda-forge/pyodbc,,,25466103.0,https://pypi.org/project/pyodbc,25435839.0,https://anaconda.org/conda-forge/pyodbc,2024-02-05 20:49:55.775,1271125.0,2.0,,2024-02-05 16:52:22.000,2263.0,,,,,,,,,,,,,,,,, +108,Motor,mongodb/motor,Motor - the async Python driver for MongoDB and Tornado or asyncio.,,db-clients,https://github.com/mongodb/motor,https://github.com/mongodb/motor,Apache-2.0,2013-01-11 21:34:44.000,2024-04-01 14:00:51.000,2024-04-01 14:00:51,1791.0,29.0,208.0,91.0,268.0,1.0,,2314.0,2024-03-26 18:57:20.000,3.4.0,48.0,52.0,35,True,87164.0,85935.0,motor,conda-forge/motor,,,1640274.0,https://pypi.org/project/motor,1638729.0,https://anaconda.org/conda-forge/motor,2024-03-26 19:44:42.162,64917.0,2.0,,2024-03-26 17:52:40.000,1229.0,,,,,,,,,,,,,,,,, +109,emoji,carpedm20/emoji,emoji terminal output for Python.,,text,https://github.com/carpedm20/emoji,https://github.com/carpedm20/emoji,BSD-3-Clause,2014-08-18 02:55:59.000,2024-03-26 14:27:52.620,2024-03-26 10:44:06,517.0,17.0,268.0,26.0,121.0,15.0,149.0,1809.0,2024-03-26 10:53:17.000,2.11.0,46.0,66.0,35,True,69907.0,68355.0,emoji,conda-forge/emoji,,,3148842.0,https://pypi.org/project/emoji,3147277.0,https://anaconda.org/conda-forge/emoji,2024-03-26 14:27:52.620,68870.0,1.0,,2024-03-26 10:53:17.000,1552.0,,,,,,,,,,,,,,,,, +110,simplejson,simplejson/simplejson,"simplejson is a simple, fast, extensible JSON encoder/decoder for Python.",,serialization,https://github.com/simplejson/simplejson,https://github.com/simplejson/simplejson,MIT,2011-02-06 05:47:45.000,2024-02-15 12:03:26.747,2023-12-03 09:06:00,654.0,,331.0,66.0,124.0,20.0,180.0,1631.0,2023-10-06 08:33:05.000,3.19.2,107.0,43.0,35,True,142950.0,121933.0,simplejson,conda-forge/simplejson,,6434.0,20534833.0,https://pypi.org/project/simplejson,20467702.0,https://anaconda.org/conda-forge/simplejson,2024-02-15 12:03:26.747,3152147.0,2.0,,2023-10-06 08:33:05.000,21017.0,,,,,,,,,,,,,,,,, +111,typing,python/typing,Python static typing home. Hosts the documentation and a user help forum.,,compatibility,https://github.com/python/typing,https://github.com/python/typing,Python-2.0,2014-09-29 16:54:42.000,2024-04-04 12:58:47.000,2024-04-04 03:04:04,758.0,65.0,223.0,59.0,484.0,146.0,635.0,1538.0,2019-06-19 22:31:20.000,3.7.4,16.0,97.0,35,True,6085.0,,typing,conda-forge/typing,,,9155407.0,https://pypi.org/project/typing,9124514.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,2996655.0,2.0,,2021-05-01 18:03:55.000,6085.0,,,,,,,,,,,,,,,,, +112,argcomplete,kislyuk/argcomplete,"Python and tab completion, better together.",,cli-helpers,https://github.com/kislyuk/argcomplete,https://github.com/kislyuk/argcomplete,Apache-2.0,2012-11-19 15:37:34.000,2024-03-08 12:57:39.927,2024-03-08 01:29:41,768.0,6.0,124.0,35.0,220.0,50.0,209.0,1352.0,2024-03-08 01:30:10.000,3.2.3,126.0,73.0,35,True,53562.0,51297.0,argcomplete,conda-forge/argcomplete,,348.0,27545947.0,https://pypi.org/project/argcomplete,27511915.0,https://anaconda.org/conda-forge/argcomplete,2024-03-08 12:57:39.927,1531311.0,2.0,,2024-03-08 01:30:10.000,2265.0,,,,,,,,,,,,,,,,, +113,PyTables,PyTables/PyTables,A Python package to manage extremely large amounts of data.,,data-containers,https://github.com/PyTables/PyTables,https://github.com/PyTables/PyTables,BSD-3-Clause,2011-06-03 19:44:46.000,2024-04-04 13:20:29.000,2024-04-04 13:14:34,4933.0,105.0,270.0,61.0,420.0,170.0,554.0,1265.0,2023-11-27 12:13:28.000,3.9.2,46.0,132.0,35,True,2656.0,,tables,conda-forge/pytables,,183.0,1215485.0,https://pypi.org/project/tables,1060608.0,https://anaconda.org/conda-forge/pytables,2023-12-04 15:49:30.926,6969408.0,2.0,,2023-11-27 11:52:19.000,2656.0,,,,,,,,,,,,,,,,, +114,petl,petl-developers/petl,Python Extract Transform and Load Tables of Data.,,data-pipelines,https://github.com/petl-developers/petl,https://github.com/petl-developers/petl,MIT,2011-08-19 09:51:03.000,2024-03-14 23:12:31.000,2024-03-14 23:12:30,1327.0,47.0,188.0,49.0,209.0,86.0,373.0,1187.0,2024-03-12 21:29:07.000,1.7.15,90.0,64.0,35,True,3703.0,3617.0,petl,conda-forge/petl,,,2941195.0,https://pypi.org/project/petl,2936337.0,https://anaconda.org/conda-forge/petl,2024-03-13 00:52:03.874,223497.0,2.0,,2024-03-12 21:29:07.000,86.0,,,,,,,,,,,,,,,http://petl.readthedocs.org,, +115,py4j,bartdag/py4j,Py4J enables Python programs to dynamically access arbitrary Java objects.,,others,https://github.com/py4j/py4j,https://github.com/py4j/py4j,BSD-3-Clause,2010-11-02 20:58:18.000,2024-04-02 18:54:16.000,2024-03-20 02:26:01,791.0,6.0,205.0,40.0,119.0,150.0,271.0,1142.0,2020-01-25 14:40:31.000,0.10.9,32.0,40.0,35,True,38389.0,37668.0,py4j,conda-forge/py4j,,,48891171.0,https://pypi.org/project/py4j,48834349.0,https://anaconda.org/conda-forge/py4j,2023-06-16 13:21:18.228,5227676.0,2.0,,2022-08-12 22:50:48.011,721.0,,,,,,,,,,,py4j/py4j,,,,,, +116,bcrypt,pyca/bcrypt,Modern(-ish) password hashing for your software and your servers.,,cryptography,https://github.com/pyca/bcrypt,https://github.com/pyca/bcrypt,Apache-2.0,2013-05-11 02:03:55.000,2024-04-03 11:06:36.000,2024-04-03 11:06:29,616.0,34.0,149.0,26.0,634.0,5.0,128.0,1116.0,,,10.0,32.0,35,True,212881.0,212881.0,bcrypt,conda-forge/bcrypt,,,56499084.0,https://pypi.org/project/bcrypt,56393297.0,https://anaconda.org/conda-forge/bcrypt,2023-12-15 18:31:52.917,4654665.0,3.0,,,,,,,,,,,,,,,,,,,, +117,validators,kvesteri/validators,Python Data Validation for Humans.,,data-validation,https://github.com/python-validators/validators,https://github.com/python-validators/validators,MIT,2013-10-17 08:16:32.000,2024-04-04 09:40:52.149,2024-04-04 07:17:22,412.0,64.0,143.0,13.0,194.0,2.0,165.0,897.0,2024-04-04 02:44:06.000,0.28.0,50.0,52.0,35,True,112163.0,110269.0,validators,conda-forge/validators,,24.0,7762421.0,https://pypi.org/project/validators,7749451.0,https://anaconda.org/conda-forge/validators,2024-04-04 09:40:52.149,583628.0,2.0,,2024-04-04 02:40:56.000,1894.0,,,,,,,,,,,python-validators/validators,,,,,, +118,filelock,tox-dev/py-filelock,A platform-independent file lock for Python.,,file-path-utils,https://github.com/tox-dev/filelock,https://github.com/tox-dev/filelock,Unlicense,2014-02-23 00:29:27.000,2024-03-26 22:59:29.000,2024-03-25 16:54:35,303.0,17.0,96.0,16.0,206.0,15.0,94.0,671.0,2024-03-25 17:08:24.000,3.13.3,67.0,45.0,35,True,418422.0,415429.0,filelock,conda-forge/filelock,,,129411294.0,https://pypi.org/project/filelock,129046607.0,https://anaconda.org/conda-forge/filelock,2024-03-25 19:25:59.481,17140325.0,2.0,,2024-03-25 17:08:24.000,2993.0,,,,,,,,,,,tox-dev/filelock,,,,,, +119,pytz,stub42/pytz,pytz Python historical timezone library and database.,,date-time-utils,https://github.com/stub42/pytz,https://github.com/stub42/pytz,MIT,2016-07-12 12:22:30.000,2024-02-02 15:16:32.383,2024-02-02 01:10:12,666.0,10.0,82.0,13.0,36.0,32.0,55.0,306.0,2024-02-02 01:18:20.000,release_2024.1,115.0,21.0,35,True,1973123.0,1889118.0,pytz,conda-forge/pytz,,29.0,175745155.0,https://pypi.org/project/pytz,174508760.0,https://anaconda.org/conda-forge/pytz,2024-02-02 15:16:32.383,50691645.0,3.0,,2024-02-02 01:18:37.000,84005.0,,,,,,,,,,,,,,,,, +120,pyasn1,etingof/pyasn1,Generic ASN.1 library for Python.,,serialization,https://github.com/etingof/pyasn1,https://github.com/etingof/pyasn1,BSD-2-Clause,2016-02-24 22:30:54.000,2024-03-26 20:07:32.000,2020-03-21 18:06:04,970.0,,98.0,33.0,105.0,58.0,68.0,238.0,2024-03-26 20:07:32.000,0.6.0,40.0,16.0,35,False,496758.0,481589.0,pyasn1,conda-forge/pyasn1,,,183637224.0,https://pypi.org/project/pyasn1,181634784.0,https://anaconda.org/conda-forge/pyasn1,2023-11-29 19:48:49.652,14017086.0,2.0,,2024-03-26 20:07:32.000,15169.0,,,,,,,,,,,,,,,,, +121,fabric,fabric/fabric,"Simple, Pythonic remote execution and deployment.",,infrastructure,https://github.com/fabric/fabric,https://github.com/fabric/fabric,BSD-2-Clause,2009-05-01 01:14:24.000,2024-04-03 00:10:27.000,2024-01-26 22:08:21,1605.0,1.0,1927.0,466.0,554.0,476.0,1311.0,14556.0,2023-08-31 01:42:03.000,3.2.2,130.0,136.0,34,True,189.0,21.0,fabric,conda-forge/fabric,,,6606318.0,https://pypi.org/project/fabric,6604092.0,https://anaconda.org/conda-forge/fabric,2023-08-31 04:59:09.600,86852.0,3.0,,2023-08-31 01:42:03.000,168.0,,,,,,,,,,,,,,,,, +122,hydra,facebookresearch/hydra,Hydra is a framework for elegantly configuring complex applications.,,configuration,https://github.com/facebookresearch/hydra,https://github.com/facebookresearch/hydra,MIT,2019-06-12 19:33:15.000,2024-04-04 05:09:22.000,2024-04-03 21:42:43,1878.0,8.0,585.0,122.0,1304.0,236.0,1109.0,8124.0,2023-02-23 18:30:37.000,1.3.2,22.0,118.0,34,True,21899.0,21899.0,hydra,conda-forge/hydra-core,,,28557.0,https://pypi.org/project/hydra,10037.0,https://anaconda.org/conda-forge/hydra-core,2023-06-16 19:18:09.635,926028.0,2.0,,,,,,,,,,,,,,,,,,,, +123,sh,amoffat/sh,Python process launching.,,process-utils,https://github.com/amoffat/sh,https://github.com/amoffat/sh,MIT,2012-01-15 05:52:06.000,2024-03-13 16:46:44.000,2024-03-13 16:46:43,1468.0,3.0,542.0,134.0,236.0,7.0,466.0,6842.0,2023-08-14 08:32:59.000,2.0.0,44.0,98.0,34,True,17044.0,14380.0,sh,conda-forge/sh,,,7062724.0,https://pypi.org/project/sh,7058132.0,https://anaconda.org/conda-forge/sh,2023-08-10 02:31:43.807,192878.0,3.0,,2023-08-10 01:31:28.000,2664.0,,,,,,,,,,,,,,,,, +124,tenacity,jd/tenacity,Retrying library for Python.,,utilities,https://github.com/jd/tenacity,https://github.com/jd/tenacity,Apache-2.0,2016-08-11 12:44:02.000,2024-04-01 19:07:15.000,2024-03-14 10:25:38,497.0,14.0,290.0,48.0,214.0,99.0,151.0,5872.0,2023-08-14 13:22:49.000,8.2.3,53.0,91.0,34,True,1882.0,,tenacity,conda-forge/tenacity,,,50146770.0,https://pypi.org/project/tenacity,50000382.0,https://anaconda.org/conda-forge/tenacity,2023-08-14 15:29:47.766,6148323.0,2.0,,2023-08-14 13:22:49.000,1882.0,,,,,,,,,,,,,,,,, +125,ultrajson,ultrajson/ultrajson,Ultra fast JSON decoder and encoder written in C with Python bindings.,,serialization,https://github.com/ultrajson/ultrajson,https://github.com/ultrajson/ultrajson,BSD-3-Clause,2011-02-27 20:00:51.000,2024-04-01 18:02:11.000,2024-04-01 18:02:10,916.0,8.0,371.0,87.0,279.0,26.0,318.0,4235.0,2023-12-10 22:48:47.000,5.9.0,37.0,88.0,34,True,4587.0,,ujson,conda-forge/ujson,,,11215056.0,https://pypi.org/project/ujson,11114524.0,https://anaconda.org/conda-forge/ujson,2023-12-11 01:19:21.996,4624489.0,3.0,,2023-12-10 22:48:47.000,4587.0,,,,,,,,,,,,,,,,, +126,gdown,wkentaro/gdown,Google Drive Public File Downloader when Curl/Wget Fails.,,data-loading,https://github.com/wkentaro/gdown,https://github.com/wkentaro/gdown,MIT,2015-10-17 03:01:23.000,2024-03-18 02:30:30.000,2024-02-11 15:15:42,498.0,57.0,318.0,22.0,138.0,25.0,133.0,3836.0,2024-02-03 14:26:08.000,5.1.0,90.0,20.0,34,True,28867.0,28376.0,gdown,conda-forge/gdown,,,1560533.0,https://pypi.org/project/gdown,1554895.0,https://anaconda.org/conda-forge/gdown,2024-02-03 17:36:10.471,259384.0,2.0,,2024-02-03 14:22:22.000,491.0,,,,,,,,,,,,,,,,, +127,Prometheus Client,prometheus/client_python,Prometheus instrumentation library for Python applications.,,db-clients,https://github.com/prometheus/client_python,https://github.com/prometheus/client_python,Apache-2.0,2015-02-10 22:47:25.000,2024-03-31 13:32:05.000,2024-03-09 02:12:24,558.0,8.0,816.0,72.0,426.0,93.0,440.0,3750.0,2024-02-14 15:55:57.000,0.20.0,50.0,145.0,34,True,898.0,,prometheus_client,conda-forge/prometheus_client,,,33623059.0,https://pypi.org/project/prometheus_client,33289987.0,https://anaconda.org/conda-forge/prometheus_client,2024-02-14 17:48:15.061,15654428.0,2.0,,2024-02-14 15:55:03.000,898.0,,,,,,,,,,,,,,,,, +128,Databases,encode/databases,Async database support for Python.,,db-clients,https://github.com/encode/databases,https://github.com/encode/databases,BSD-3-Clause,2019-02-01 10:55:25.000,2024-03-22 21:20:49.741,2024-03-01 17:30:12,335.0,5.0,255.0,51.0,208.0,126.0,200.0,3687.0,2024-03-01 17:39:26.000,0.9.0,43.0,59.0,34,True,22621.0,22498.0,databases,conda-forge/databases,,,468321.0,https://pypi.org/project/databases,463567.0,https://anaconda.org/conda-forge/databases,2024-03-22 21:20:49.741,194940.0,2.0,,2024-03-01 17:39:26.000,123.0,,,,,,,,,,,,,,,,, +129,Dynaconf,rochacbruno/dynaconf,Configuration Management for Python.,,configuration,https://github.com/dynaconf/dynaconf,https://github.com/dynaconf/dynaconf,MIT,2015-08-14 21:25:22.000,2024-04-01 00:52:10.000,2024-03-25 17:08:51,757.0,28.0,286.0,34.0,531.0,112.0,389.0,3498.0,2024-03-18 20:33:02.000,3.2.5,65.0,123.0,34,True,8183.0,8183.0,dynaconf,conda-forge/dynaconf,,,2899934.0,https://pypi.org/project/dynaconf,2898258.0,https://anaconda.org/conda-forge/dynaconf,2024-03-26 14:14:35.586,70419.0,2.0,,,,,,,,,,,,,,dynaconf/dynaconf,,,,,, +130,python-sortedcontainers,grantjenks/python-sortedcontainers,"Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set.",,data-structures,https://github.com/grantjenks/python-sortedcontainers,https://github.com/grantjenks/python-sortedcontainers,Apache-2.0,2014-02-24 17:44:20.000,2024-03-08 17:47:09.000,2024-03-01 23:03:38,656.0,21.0,192.0,34.0,53.0,25.0,166.0,3213.0,2021-05-16 22:03:41.000,2.4.0,40.0,24.0,34,True,2296.0,,sortedcontainers,conda-forge/sortedcontainers,,,49660781.0,https://pypi.org/project/sortedcontainers,49530739.0,https://anaconda.org/conda-forge/sortedcontainers,2023-06-16 13:23:54.671,12093997.0,1.0,,2021-05-16 22:03:41.000,2296.0,,,,,,,,,,,,,,,,, +131,smart-open,RaRe-Technologies/smart_open,"Utils for streaming large files (S3, HDFS, gzip, bz2...).",,data-loading,https://github.com/piskvorky/smart_open,https://github.com/piskvorky/smart_open,MIT,2015-01-02 13:05:52.000,2024-03-27 22:47:44.000,2024-03-27 22:47:43,1076.0,53.0,374.0,48.0,397.0,61.0,327.0,3076.0,2024-03-26 08:43:19.000,7.0.4,61.0,119.0,34,True,650.0,,smart-open,conda-forge/smart_open,,,23421248.0,https://pypi.org/project/smart-open,23369616.0,https://anaconda.org/conda-forge/smart_open,2024-03-26 12:23:56.875,2323474.0,2.0,,2024-03-26 08:42:54.000,650.0,,,,,,,,,,,piskvorky/smart_open,,,,,, +132,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,,2014-03-17 13:03:20.000,2024-04-03 07:10:36.970,2024-04-02 15:09:15,2695.0,31.0,476.0,123.0,570.0,329.0,1520.0,2824.0,2024-04-02 15:10:38.000,0.31.1,115.0,65.0,34,False,31021.0,31021.0,xlwings,conda-forge/xlwings,,17248.0,192515.0,https://pypi.org/project/xlwings,176703.0,https://anaconda.org/conda-forge/xlwings,2024-04-03 07:10:36.970,727634.0,2.0,,,,,,,,,,,,,,,,,,,, +133,plumbum,tomerfiliba/plumbum,Plumbum: Shell Combinators.,,infrastructure,https://github.com/tomerfiliba/plumbum,https://github.com/tomerfiliba/plumbum,MIT,2012-04-27 08:51:34.000,2024-02-12 03:38:21.000,2023-12-21 04:13:59,1274.0,,185.0,51.0,325.0,127.0,225.0,2745.0,2023-05-30 10:39:04.306,1.8.2,28.0,112.0,34,True,6579.0,6097.0,plumbum,conda-forge/plumbum,,,4383009.0,https://pypi.org/project/plumbum,4371668.0,https://anaconda.org/conda-forge/plumbum,2023-06-16 13:25:23.453,998046.0,3.0,,2023-05-30 10:39:04.306,482.0,,,,,,,,,,,,,,,,, +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 15:26:24.000,2024-04-03 20:42:10.000,2024-03-18 10:53:52,1447.0,11.0,214.0,45.0,1230.0,66.0,569.0,2712.0,2023-12-22 12:12:56.000,0.40.0,740.0,73.0,34,True,4157.0,4105.0,docarray,conda-forge/docarray,,,88848.0,https://pypi.org/project/docarray,84068.0,https://anaconda.org/conda-forge/docarray,2023-06-18 08:40:32.440,129082.0,2.0,,2023-12-22 12:31:01.000,52.0,,,,,,,,,,,docarray/docarray,,,,,, +135,numexpr,pydata/numexpr,"Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more.",,data-containers,https://github.com/pydata/numexpr,https://github.com/pydata/numexpr,MIT,2013-11-30 22:33:48.000,2024-04-02 09:36:07.000,2024-04-02 09:36:02,859.0,27.0,201.0,60.0,109.0,3.0,364.0,2132.0,2024-04-02 09:09:24.000,2.10.0,54.0,75.0,34,True,3257.0,,numexpr,conda-forge/numexpr,,613.0,4279844.0,https://pypi.org/project/numexpr,4110126.0,https://anaconda.org/conda-forge/numexpr,2024-02-05 13:50:40.663,7806743.0,2.0,,2024-04-02 09:09:24.000,3257.0,,,,,,,,,,,,,,,,, +136,cachetools,tkem/cachetools,Extensible memoizing collections and decorators.,,caching,https://github.com/tkem/cachetools,https://github.com/tkem/cachetools,MIT,2014-03-22 10:15:14.000,2024-04-01 18:56:38.000,2024-04-01 18:56:38,300.0,12.0,156.0,27.0,68.0,15.0,233.0,2080.0,2024-02-26 20:33:20.000,5.3.3,47.0,13.0,34,True,3711.0,,cachetools,conda-forge/cachetools,,,126023165.0,https://pypi.org/project/cachetools,125790384.0,https://anaconda.org/conda-forge/cachetools,2024-02-26 22:51:02.916,10940752.0,1.0,,2024-02-26 20:33:20.000,3711.0,,,,,,,,,,,,,,,,, +137,jmespath,jmespath/jmespath.py,JMESPath is a query language for JSON.,,file-formats,https://github.com/jmespath/jmespath.py,https://github.com/jmespath/jmespath.py,MIT,2013-02-19 22:16:36.000,2024-03-20 10:32:02.000,2023-03-31 03:02:29,558.0,,172.0,35.0,161.0,46.0,88.0,2053.0,2022-06-17 18:00:10.000,1.0.1,26.0,31.0,34,False,7102.0,,jmespath,conda-forge/jmespath,,,180310341.0,https://pypi.org/project/jmespath,180117999.0,https://anaconda.org/conda-forge/jmespath,2023-06-16 13:16:44.688,17887885.0,3.0,,2022-06-17 18:00:10.000,7102.0,,,,,,,,,,,,,,,,, +138,pyrsistent,tobgu/pyrsistent,Persistent/Immutable/Functional data structures for Python.,,data-structures,https://github.com/tobgu/pyrsistent,https://github.com/tobgu/pyrsistent,MIT,2013-06-20 14:11:13.000,2024-01-24 21:06:29.000,2023-10-25 20:31:08,725.0,,141.0,40.0,114.0,24.0,151.0,1969.0,2023-10-25 21:06:04.000,0.20.0,75.0,73.0,34,True,337180.0,334795.0,pyrsistent,conda-forge/pyrsistent,,,43636274.0,https://pypi.org/project/pyrsistent,43178265.0,https://anaconda.org/conda-forge/pyrsistent,2023-10-31 12:42:54.224,20610413.0,1.0,,2023-10-25 21:06:04.000,2385.0,,,,,,,,,,,,,,,,, +139,wrapt,GrahamDumpleton/wrapt,"A Python module for decorators, wrappers and monkey patching.",,others,https://github.com/GrahamDumpleton/wrapt,https://github.com/GrahamDumpleton/wrapt,BSD-2-Clause,2013-05-29 10:22:45.000,2024-03-09 11:27:50.000,2023-11-10 08:22:03,735.0,,221.0,45.0,71.0,50.0,142.0,1964.0,2023-11-09 06:34:27.000,1.16.0,55.0,27.0,34,True,11980.0,,wrapt,conda-forge/wrapt,,,125148513.0,https://pypi.org/project/wrapt,124808507.0,https://anaconda.org/conda-forge/wrapt,2023-11-09 12:40:47.871,14280259.0,2.0,,2023-11-09 06:31:34.000,11980.0,,,,,,,,,,,,,,,,, +140,deepdiff,seperman/deepdiff,DeepDiff: Deep Difference and search of any Python object/data. DeepHash: Hash of any object based on its contents...,,inspect,https://github.com/seperman/deepdiff,https://github.com/seperman/deepdiff,MIT,2014-09-26 03:21:47.000,2024-03-26 23:21:18.000,2023-11-14 07:16:07,1076.0,,213.0,27.0,172.0,67.0,219.0,1882.0,2023-11-14 07:19:45.000,6.7.1,76.0,79.0,34,True,10724.0,9829.0,deepdiff,conda-forge/deepdiff,,,9693083.0,https://pypi.org/project/deepdiff,9684279.0,https://anaconda.org/conda-forge/deepdiff,2023-11-14 14:00:05.348,405012.0,1.0,,2023-11-14 07:19:45.000,895.0,,,,,,,,,,,,,,,,, +141,msgpack,msgpack/msgpack-python,MessagePack serializer implementation for Python msgpack.org[Python].,,serialization,https://github.com/msgpack/msgpack-python,https://github.com/msgpack/msgpack-python,Apache-2.0,2011-08-21 08:24:41.000,2024-03-01 12:34:50.000,2024-03-01 11:35:28,871.0,3.0,222.0,47.0,294.0,13.0,282.0,1834.0,2024-03-01 12:34:50.000,1.0.8,24.0,78.0,34,True,2448.0,,msgpack,conda-forge/msgpack-python,,1282.0,68303080.0,https://pypi.org/project/msgpack,67939203.0,https://anaconda.org/conda-forge/msgpack-python,2023-11-25 16:13:54.210,15282133.0,3.0,,2024-03-01 12:34:50.000,2448.0,,,,,,,,,,,,,,,,, +142,Copier,copier-org/copier,Library and command-line utility for rendering projects templates.,,others,https://github.com/copier-org/copier,https://github.com/copier-org/copier,MIT,2011-11-01 19:22:44.000,2024-04-04 09:32:28.000,2024-04-03 12:50:48,1441.0,68.0,158.0,21.0,963.0,60.0,386.0,1638.0,2024-01-16 15:04:45.000,9.1.1,39.0,72.0,34,True,910.0,910.0,copier,,,,185171.0,https://pypi.org/project/copier,185171.0,,,,2.0,,,,,,,,,,,,,,,,,,,, +143,python-slugify,un33k/python-slugify,Returns unicode slugs.,,text,https://github.com/un33k/python-slugify,https://github.com/un33k/python-slugify,MIT,2012-10-15 01:44:50.000,2024-03-01 18:21:18.000,2024-03-01 18:21:15,273.0,5.0,148.0,35.0,78.0,2.0,71.0,1443.0,2024-02-08 18:32:43.000,8.0.4,48.0,36.0,34,True,83315.0,80336.0,python-slugify,conda-forge/python-slugify,,,18418788.0,https://pypi.org/project/python-slugify,18374942.0,https://anaconda.org/conda-forge/python-slugify,2024-02-08 20:57:18.711,1973080.0,2.0,,2024-02-08 18:32:43.000,2979.0,,,,,,,,,,,,,,,,, +144,cleo,sdispater/cleo,Cleo allows you to create beautiful and testable command-line interfaces.,,cli-helpers,https://github.com/python-poetry/cleo,https://github.com/python-poetry/cleo,MIT,2013-12-16 16:01:42.000,2024-04-04 13:10:41.000,2024-04-02 08:12:35,541.0,17.0,85.0,23.0,312.0,31.0,75.0,1214.0,2023-10-30 18:54:14.000,2.1.0,34.0,36.0,34,True,21167.0,20892.0,cleo,conda-forge/cleo,,,31999269.0,https://pypi.org/project/cleo,31983103.0,https://anaconda.org/conda-forge/cleo,2023-10-30 19:23:44.113,678997.0,3.0,,2023-10-30 18:54:08.000,275.0,,,,,,,,,,,python-poetry/cleo,,,,,, +145,SQLAlchemy-Utils,kvesteri/sqlalchemy-utils,Various utility functions and datatypes for SQLAlchemy.,,db-clients,https://github.com/kvesteri/sqlalchemy-utils,https://github.com/kvesteri/sqlalchemy-utils,,2013-02-18 16:48:22.000,2024-03-24 16:29:04.722,2024-03-22 15:16:53,1393.0,9.0,306.0,33.0,334.0,162.0,240.0,1195.0,2024-03-22 15:24:26.000,0.42.2,38.0,120.0,34,False,28981.0,28981.0,sqlalchemy-utils,conda-forge/sqlalchemy-utils,,,6417856.0,https://pypi.org/project/sqlalchemy-utils,6406035.0,https://anaconda.org/conda-forge/sqlalchemy-utils,2024-03-24 16:29:04.722,555606.0,2.0,,,,,,,,,,,,,,,,,,,, +146,pluggy,pytest-dev/pluggy,A minimalist production ready plugin system.,,others,https://github.com/pytest-dev/pluggy,https://github.com/pytest-dev/pluggy,MIT,2015-04-28 15:32:26.000,2024-04-02 06:41:37.000,2024-04-02 06:41:33,734.0,27.0,130.0,23.0,303.0,52.0,134.0,1141.0,2024-01-24 13:45:14.000,1.4.0,22.0,53.0,34,True,10632.0,,pluggy,conda-forge/pluggy,,,127167984.0,https://pypi.org/project/pluggy,126575384.0,https://anaconda.org/conda-forge/pluggy,2024-01-24 17:23:01.675,24889201.0,2.0,,2024-01-24 13:45:14.000,10632.0,,,,,,,,,,,,,,,,, +147,decorator,micheles/decorator,Decorators for Humans.,,others,https://github.com/micheles/decorator,https://github.com/micheles/decorator,BSD-2-Clause,2013-11-24 05:55:49.000,2024-03-10 08:45:41.000,2023-08-23 16:34:33,392.0,,105.0,24.0,58.0,13.0,93.0,808.0,2022-01-07 08:20:03.000,5.1.1,38.0,27.0,34,True,574504.0,550008.0,decorator,conda-forge/decorator,,,92558556.0,https://pypi.org/project/decorator,92275298.0,https://anaconda.org/conda-forge/decorator,2023-06-16 13:18:04.782,26343059.0,2.0,,2022-01-07 08:20:03.000,24496.0,,,,,,,,,,,,,,,,, +148,diagrams,mingrammer/diagrams,Diagram as Code for prototyping cloud system architectures.,,others,https://github.com/mingrammer/diagrams,https://github.com/mingrammer/diagrams,MIT,2020-02-02 15:23:24.000,2024-03-29 15:20:31.000,2024-01-05 14:42:12,533.0,,2224.0,388.0,478.0,374.0,189.0,34689.0,2023-10-30 14:16:37.000,0.23.4,45.0,137.0,33,True,1450.0,1409.0,diagrams,conda-forge/diagrams,,,158436.0,https://pypi.org/project/diagrams,154670.0,https://anaconda.org/conda-forge/diagrams,2023-10-30 17:06:42.710,177036.0,3.0,,2023-10-30 14:10:21.000,41.0,,,,,,,,,,,,,,,,, +149,DearPyGui,hoffstadt/DearPyGui,Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies.,,gui-dev,https://github.com/hoffstadt/DearPyGui,https://github.com/hoffstadt/DearPyGui,MIT,2020-05-28 17:12:57.000,2024-04-02 10:34:12.000,2024-03-15 02:33:45,2807.0,28.0,643.0,147.0,504.0,272.0,1022.0,12144.0,2024-03-15 02:50:52.000,1.11.1,222.0,65.0,33,True,2870.0,2813.0,dearpygui,,,,44508.0,https://pypi.org/project/dearpygui,44508.0,,,,2.0,,2024-03-15 02:50:52.000,57.0,,,,,,,,,,,,,,,,, +150,Activeloop,activeloopai/Hub,"Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, &..",,data-pipelines,https://github.com/activeloopai/deeplake,https://github.com/activeloopai/deeplake,MPL-2.0,2019-08-09 06:17:59.000,2024-04-03 10:17:02.000,2024-04-02 22:18:12,8860.0,160.0,580.0,86.0,2328.0,53.0,394.0,7648.0,2024-03-20 21:13:18.000,3.8.27,100.0,129.0,33,True,2738.0,2738.0,hub,,,,3847.0,https://pypi.org/project/hub,3847.0,,,,2.0,,,,,,,,,,,,,,activeloopai/deeplake,,,,,, +151,csvkit,wireservice/csvkit,"A suite of utilities for converting to and working with CSV, the king of tabular file formats.",,data-loading,https://github.com/wireservice/csvkit,https://github.com/wireservice/csvkit,MIT,2011-04-01 03:00:30.000,2024-03-28 20:58:48.000,2024-03-28 15:25:53,1936.0,22.0,598.0,131.0,334.0,29.0,872.0,5800.0,2024-03-28 15:27:20.000,1.5.0,41.0,108.0,33,True,1975.0,1603.0,csvkit,conda-forge/csvkit,,,203950.0,https://pypi.org/project/csvkit,200922.0,https://anaconda.org/conda-forge/csvkit,2024-03-28 17:08:35.172,106000.0,2.0,,2024-03-28 15:27:20.000,372.0,,,,,,,,,,,,,,,,, +152,zenml,zenml-io/zenml,"ZenML : Build portable, production-ready MLOps pipelines. https://zenml.io.",,data-pipelines,https://github.com/zenml-io/zenml,https://github.com/zenml-io/zenml,Apache-2.0,2020-11-19 09:25:46.000,2024-04-04 12:38:56.000,2024-03-28 13:45:41,6395.0,228.0,389.0,40.0,2288.0,60.0,238.0,3616.0,2024-03-25 22:27:41.000,0.56.2,133.0,91.0,33,True,469.0,467.0,zenml,,,1.0,15930.0,https://pypi.org/project/zenml,15930.0,,,,2.0,,2024-03-25 22:12:22.000,2.0,,,,,,,,,,,,,,,,, +153,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,,238.0,50.0,266.0,16.0,334.0,3103.0,2023-08-09 12:51:08.000,1.3.5,27.0,66.0,33,True,16969.0,15811.0,cerberus,conda-forge/cerberus,,,4810202.0,https://pypi.org/project/cerberus,4797056.0,https://anaconda.org/conda-forge/cerberus,2023-10-06 12:57:48.461,368109.0,2.0,,2023-08-09 12:51:08.000,1158.0,,,,,,,,,,,,,,,,, +154,pandera,pandera-dev/pandera,"A light-weight, flexible, and expressive statistical data testing library.",,data-containers,https://github.com/unionai-oss/pandera,https://github.com/unionai-oss/pandera,MIT,2018-11-01 02:18:34.000,2024-04-03 19:30:06.000,2024-04-03 19:30:06,679.0,54.0,259.0,20.0,658.0,303.0,440.0,2949.0,2024-03-11 19:19:58.000,0.18.3,83.0,122.0,33,True,1550.0,1438.0,pandera,conda-forge/pandera-core,['pandas'],,2491064.0,https://pypi.org/project/pandera,2490247.0,https://anaconda.org/conda-forge/pandera-core,2024-03-12 03:10:31.266,34348.0,2.0,,2024-03-15 05:22:11.000,112.0,,,,,,,,,,,unionai-oss/pandera,,,,,, +155,schema,keleshev/schema,Schema validation just got Pythonic.,,data-validation,https://github.com/keleshev/schema,https://github.com/keleshev/schema,MIT,2012-08-19 18:56:20.000,2024-03-26 14:40:35.000,2024-03-26 14:38:36,431.0,5.0,207.0,57.0,154.0,97.0,78.0,2828.0,2024-03-26 14:40:35.000,0.7.6,26.0,67.0,33,True,9578.0,8624.0,schema,conda-forge/schema,,,16823376.0,https://pypi.org/project/schema,16820812.0,https://anaconda.org/conda-forge/schema,2023-06-16 16:16:09.653,146157.0,2.0,,2024-03-26 14:40:35.000,954.0,,,,,,,,,,,,,,,,, +156,pandas-datareader,pydata/pandas-datareader,Extract data from a wide range of Internet sources into a pandas DataFrame.,,data-loading,https://github.com/pydata/pandas-datareader,https://github.com/pydata/pandas-datareader,BSD-3-Clause,2015-01-15 00:34:19.000,2024-02-19 18:27:51.000,2023-10-24 17:22:15,853.0,,678.0,140.0,454.0,143.0,402.0,2807.0,2021-07-13 12:38:57.000,0.10.0,22.0,92.0,33,True,24101.0,23237.0,pandas-datareader,conda-forge/pandas-datareader,,,442964.0,https://pypi.org/project/pandas-datareader,438808.0,https://anaconda.org/conda-forge/pandas-datareader,2023-06-16 13:23:01.411,349151.0,2.0,,2021-07-13 12:38:57.000,864.0,,,,,,,,,,,,,,,,, +157,PyPika,kayak/pypika,PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects..,,db-clients,https://github.com/kayak/pypika,https://github.com/kayak/pypika,Apache-2.0,2016-07-06 14:08:50.000,2024-04-03 01:50:15.000,2023-12-10 17:09:47,1032.0,,274.0,36.0,375.0,165.0,258.0,2355.0,2017-12-12 16:42:23.000,0.9.3,3.0,98.0,33,True,19551.0,19551.0,pypika,conda-forge/pypika,,,2682313.0,https://pypi.org/project/pypika,2681939.0,https://anaconda.org/conda-forge/pypika,2023-06-16 19:27:43.516,11223.0,2.0,,,,,,,,,,,,,,,,,,,, +158,xlrd,python-excel/xlrd,Please use openpyxl where you can...,,data-loading,https://github.com/python-excel/xlrd,https://github.com/python-excel/xlrd,BSD-3-Clause,2012-03-07 04:50:48.000,2024-02-06 22:03:35.000,2021-08-21 19:45:33,503.0,,442.0,96.0,161.0,3.0,,2129.0,2020-12-11 11:31:40.086,2.0.1,24.0,51.0,33,False,223136.0,214494.0,xlrd,conda-forge/xlrd,,,22728202.0,https://pypi.org/project/xlrd,22684628.0,https://anaconda.org/conda-forge/xlrd,2023-06-16 13:21:36.044,3703863.0,2.0,,2020-12-11 11:31:40.086,8642.0,,,,,,,,,,,,,,,,, +159,voluptuous,alecthomas/voluptuous,"CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data validation library.",,data-validation,https://github.com/alecthomas/voluptuous,https://github.com/alecthomas/voluptuous,BSD-3-Clause,2010-07-15 09:55:10.000,2024-02-19 02:58:43.000,2024-02-02 20:44:49,482.0,5.0,213.0,36.0,261.0,38.0,211.0,1797.0,2024-02-03 11:23:55.000,0.14.2,49.0,96.0,33,True,17009.0,15586.0,voluptuous,conda-forge/voluptuous,,,3001648.0,https://pypi.org/project/voluptuous,2993117.0,https://anaconda.org/conda-forge/voluptuous,2024-02-03 13:43:43.942,349794.0,2.0,,2024-02-03 11:23:55.000,1423.0,,,,,,,,,,,,,,,,, +160,Cassandra Driver,datastax/python-driver,DataStax Python Driver for Apache Cassandra.,,db-clients,https://github.com/datastax/python-driver,https://github.com/datastax/python-driver,Apache-2.0,2013-07-08 19:02:31.000,2024-03-27 13:09:21.000,2024-03-26 05:13:42,6045.0,6.0,533.0,77.0,1120.0,13.0,,1371.0,2024-03-20 04:16:56.000,3.29.1,77.0,199.0,33,True,7307.0,6595.0,cassandra-driver,conda-forge/cassandra-driver,,,1603806.0,https://pypi.org/project/cassandra-driver,1599312.0,https://anaconda.org/conda-forge/cassandra-driver,2024-03-20 14:11:37.399,197752.0,2.0,,2024-03-20 04:16:56.000,712.0,,,,,,,,,,,,,,,,, +161,minio,minio/minio-py,MinIO Client SDK for Python.,,db-clients,https://github.com/minio/minio-py,https://github.com/minio/minio-py,Apache-2.0,2015-06-17 03:51:15.000,2024-03-22 20:32:25.000,2024-03-22 20:32:24,1175.0,9.0,303.0,31.0,855.0,7.0,542.0,752.0,2024-03-02 23:49:53.000,7.2.5,112.0,132.0,33,True,7472.0,6964.0,minio,conda-forge/minio,,,2199171.0,https://pypi.org/project/minio,2195528.0,https://anaconda.org/conda-forge/minio,2024-03-03 01:37:46.696,160312.0,2.0,,2024-03-02 23:48:43.000,508.0,,,,,,,,,,,,,,,,, +162,pandas-gbq,googleapis/python-bigquery-pandas,Google BigQuery connector for pandas.,,db-clients,https://github.com/googleapis/python-bigquery-pandas,https://github.com/googleapis/python-bigquery-pandas,BSD-3-Clause,2017-02-08 13:07:19.000,2024-04-01 12:58:16.000,2024-03-22 17:41:35,401.0,18.0,118.0,61.0,410.0,35.0,305.0,417.0,2024-03-07 17:11:22.000,0.22.0,46.0,50.0,33,True,9992.0,9654.0,pandas-gbq,conda-forge/pandas-gbq,,350.0,11122716.0,https://pypi.org/project/pandas-gbq,11077959.0,https://anaconda.org/conda-forge/pandas-gbq,2024-03-22 20:48:08.228,1879637.0,2.0,,2024-03-07 17:11:22.000,338.0,,,,,,,,,,,,,,,,, +163,multidict,aio-libs/multidict,The multidict implementation.,,data-structures,https://github.com/aio-libs/multidict,https://github.com/aio-libs/multidict,Apache-2.0,2016-02-06 14:52:32.000,2024-04-01 16:25:04.000,2024-03-25 23:47:10,1353.0,141.0,95.0,20.0,817.0,16.0,133.0,386.0,2024-02-01 20:43:20.000,6.0.5,132.0,54.0,33,True,3468.0,,multidict,conda-forge/multidict,,6485.0,103979642.0,https://pypi.org/project/multidict,103695989.0,https://anaconda.org/conda-forge/multidict,2024-02-04 10:11:47.941,11910569.0,2.0,,2024-02-01 20:43:20.000,3468.0,,,,,,,,,,,,,,,,, +164,wcwidth,jquast/wcwidth,Python library that measures the width of unicode strings rendered to a terminal.,,cli-helpers,https://github.com/jquast/wcwidth,https://github.com/jquast/wcwidth,MIT,2014-04-05 09:57:11.000,2024-02-16 04:55:31.000,2024-02-14 20:05:06,355.0,8.0,55.0,13.0,71.0,13.0,39.0,374.0,2024-01-06 02:17:06.000,0.2.13,25.0,19.0,33,True,539891.0,526256.0,wcwidth,conda-forge/wcwidth,,,65268221.0,https://pypi.org/project/wcwidth,64749800.0,https://anaconda.org/conda-forge/wcwidth,2024-01-08 16:30:23.823,23847381.0,3.0,,2024-01-06 02:10:55.000,13635.0,,,,,,,,,,,,,,,,, +165,Records,kennethreitz/records,SQL for Humans.,,db-clients,https://github.com/kennethreitz/records,https://github.com/kennethreitz/records,ISC,2014-12-24 15:20:23.000,2024-03-30 12:46:10.232,2024-03-30 00:01:36,370.0,27.0,570.0,187.0,90.0,43.0,90.0,7071.0,2024-03-29 23:53:56.000,0.6.0,13.0,50.0,32,True,1335.0,1153.0,records,conda-forge/records,,,241525.0,https://pypi.org/project/records,240811.0,https://anaconda.org/conda-forge/records,2024-03-30 12:46:10.232,25009.0,3.0,,2024-03-29 23:50:56.000,182.0,,,,,,,,,,,,,,,,, +166,TinyDB,msiemens/tinydb,TinyDB is a lightweight document oriented database optimized for your happiness :).,,data-containers,https://github.com/msiemens/tinydb,https://github.com/msiemens/tinydb,MIT,2013-07-12 23:31:13.000,2024-02-20 16:22:32.000,2023-07-24 18:53:19,697.0,,512.0,107.0,160.0,17.0,292.0,6474.0,2023-06-12 19:08:02.174,4.8.0,68.0,82.0,32,True,13851.0,12897.0,tinydb,conda-forge/tinydb,,,596423.0,https://pypi.org/project/tinydb,592375.0,https://anaconda.org/conda-forge/tinydb,2023-06-12 22:06:12.645,380604.0,2.0,,2023-06-12 19:08:02.174,954.0,,,,,,,,,,,,,,,,, +167,toga,beeware/toga,"A Python native, OS native GUI toolkit.",,gui-dev,https://github.com/beeware/toga,https://github.com/beeware/toga,BSD-3-Clause,2014-08-01 21:44:10.000,2024-04-04 06:07:51.000,2024-04-03 14:36:34,8367.0,480.0,679.0,85.0,1422.0,152.0,698.0,4085.0,2024-02-06 06:14:51.000,0.4.2,66.0,260.0,32,True,42.0,3.0,toga,,,2734.0,3928.0,https://pypi.org/project/toga,3772.0,,,,2.0,@pybee/toga,2024-02-06 06:14:51.000,36.0,https://www.npmjs.com/package/@pybee/toga,2017-04-23 05:17:57.458,3.0,5.0,,,,,,,,,,,,, +168,python-dependency-injector,ets-labs/python-dependency-injector,Dependency injection framework for Python.,,utilities,https://github.com/ets-labs/python-dependency-injector,https://github.com/ets-labs/python-dependency-injector,BSD-3-Clause,2015-01-04 13:23:05.000,2024-03-02 15:49:49.000,2022-12-19 03:14:24,1998.0,,312.0,54.0,206.0,209.0,359.0,3564.0,2022-12-19 06:54:00.875,4.41.0,288.0,29.0,32,False,3178.0,3051.0,dependency-injector,conda-forge/dependency_injector,,,1150142.0,https://pypi.org/project/dependency-injector,1148852.0,https://anaconda.org/conda-forge/dependency_injector,2023-06-16 19:27:23.562,40007.0,2.0,,2022-12-19 06:54:00.875,127.0,,,,,,,,,,,,,,,,, +169,Pony,ponyorm/pony,Pony Object Relational Mapper.,,db-clients,https://github.com/ponyorm/pony,https://github.com/ponyorm/pony,Apache-2.0,2013-02-08 04:56:00.000,2024-03-15 17:41:17.000,2023-09-25 09:31:59,4024.0,,238.0,89.0,81.0,316.0,332.0,3507.0,2023-09-25 09:50:22.000,0.7.17,52.0,30.0,32,True,4304.0,3936.0,pony,conda-forge/pony,,93.0,157333.0,https://pypi.org/project/pony,154936.0,https://anaconda.org/conda-forge/pony,2023-09-25 14:13:52.264,98294.0,3.0,,2023-09-25 09:42:56.000,368.0,,,,,,,,,,,,,,,,, +170,Koalas,databricks/koalas,Koalas: pandas API on Apache Spark.,,data-containers,https://github.com/databricks/koalas,https://github.com/databricks/koalas,Apache-2.0,2019-01-03 21:46:54.000,2024-03-20 15:33:34.000,2023-09-21 03:12:16,1555.0,,349.0,308.0,1630.0,112.0,486.0,3315.0,2021-10-19 22:26:46.000,1.8.2,47.0,51.0,32,True,351.0,334.0,koalas,conda-forge/koalas,"['spark', 'pandas']",1019.0,1699273.0,https://pypi.org/project/koalas,1693673.0,https://anaconda.org/conda-forge/koalas,2023-06-16 16:15:24.146,329487.0,2.0,,2021-10-19 22:26:05.000,17.0,,,,,,,,,,,,,,,,, +171,pyinfra,Fizzadar/pyinfra,pyinfra automates infrastructure using Python. Its fast and scales from one server to thousands. Great for ad-hoc..,,infrastructure,https://github.com/pyinfra-dev/pyinfra,https://github.com/pyinfra-dev/pyinfra,MIT,2014-10-19 19:37:45.000,2024-03-24 11:40:31.000,2024-03-09 11:54:25,3968.0,110.0,322.0,37.0,344.0,150.0,557.0,2591.0,2024-02-25 20:40:20.000,2.9.2,214.0,106.0,32,True,117.0,105.0,pyinfra,,,,60177.0,https://pypi.org/project/pyinfra,60177.0,,,,3.0,,2024-02-25 20:40:01.000,12.0,,,,,,,,,,,pyinfra-dev/pyinfra,,,,,, +172,aiofiles,Tinche/aiofiles,File support for asyncio.,,file-path-utils,https://github.com/Tinche/aiofiles,https://github.com/Tinche/aiofiles,Apache-2.0,2015-03-29 20:28:14.000,2024-02-06 15:59:00.000,2024-02-06 15:59:00,251.0,1.0,145.0,36.0,66.0,49.0,66.0,2525.0,2023-08-11 13:31:17.000,23.2.1,15.0,36.0,32,True,140063.0,137764.0,aiofiles,conda-forge/aiofiles,,,13571187.0,https://pypi.org/project/aiofiles,13547366.0,https://anaconda.org/conda-forge/aiofiles,2023-11-02 17:29:27.974,1000514.0,2.0,,2023-08-09 15:23:09.000,2299.0,,,,,,,,,,,,,,,,, +173,PynamoDB,pynamodb/PynamoDB,A pythonic interface to Amazons DynamoDB.,,db-clients,https://github.com/pynamodb/PynamoDB,https://github.com/pynamodb/PynamoDB,MIT,2014-01-20 02:18:35.000,2024-03-21 21:32:21.000,2024-02-16 07:09:47,836.0,5.0,429.0,39.0,640.0,277.0,371.0,2370.0,2024-01-14 15:41:37.000,6.0.0,92.0,109.0,32,True,1814.0,1653.0,pynamodb,conda-forge/pynamodb,,,2017192.0,https://pypi.org/project/pynamodb,2004924.0,https://anaconda.org/conda-forge/pynamodb,2024-01-17 22:46:37.252,539823.0,3.0,,2024-01-14 15:41:37.000,161.0,,,,,,,,,,,,,,,,, +174,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,,250.0,50.0,149.0,56.0,85.0,2064.0,2023-08-01 19:23:00.000,5.2.0,15.0,48.0,32,True,39582.0,6.0,chardet,conda-forge/chardet,,,65782773.0,https://pypi.org/project/chardet,65253572.0,https://anaconda.org/conda-forge/chardet,2023-09-23 12:04:37.819,22753352.0,2.0,@pypi/chardet,2023-08-01 19:23:00.000,39572.0,https://www.npmjs.com/package/@pypi/chardet,2017-08-20 08:18:15.011,4.0,54.0,,,,,,,,,,,,, +175,omegaconf,omry/omegaconf,Flexible Python configuration system. The last one you will ever need.,,configuration,https://github.com/omry/omegaconf,https://github.com/omry/omegaconf,BSD-3-Clause,2018-09-03 14:59:01.000,2024-03-20 18:52:27.000,2024-02-29 16:59:55,1064.0,8.0,95.0,18.0,586.0,103.0,448.0,1772.0,2022-12-08 21:01:02.889,2.3.0,148.0,34.0,32,True,28152.0,27635.0,omegaconf,conda-forge/omegaconf,,,9280486.0,https://pypi.org/project/omegaconf,9254796.0,https://anaconda.org/conda-forge/omegaconf,2023-06-16 19:17:33.055,1310211.0,3.0,,2024-02-29 17:01:39.000,517.0,,,,,,,,,,,,,,,,, +176,cloudpickle,cloudpipe/cloudpickle,Extended pickling support for Python objects.,,serialization,https://github.com/cloudpipe/cloudpickle,https://github.com/cloudpipe/cloudpickle,BSD-3-Clause,2015-04-13 16:33:00.000,2024-01-17 16:42:23.000,2023-11-23 17:38:33,437.0,,164.0,30.0,283.0,88.0,166.0,1565.0,2023-10-16 12:58:45.000,3.0.0,39.0,58.0,32,True,3022.0,,cloudpickle,conda-forge/cloudpickle,,27.0,40139932.0,https://pypi.org/project/cloudpickle,39779100.0,https://anaconda.org/conda-forge/cloudpickle,2023-10-16 14:02:01.196,16237473.0,3.0,,2023-10-16 12:51:24.000,3022.0,,,,,,,,,,,,,,,,, +177,bidict,jab/bidict,The bidirectional mapping library for Python.,,data-structures,https://github.com/jab/bidict,https://github.com/jab/bidict,MPL-2.0,2014-09-23 14:00:27.000,2024-04-03 12:08:33.000,2024-04-02 12:24:32,696.0,45.0,63.0,16.0,249.0,2.0,59.0,1392.0,2024-02-18 19:11:22.000,0.23.1,43.0,15.0,32,True,24286.0,23749.0,bidict,conda-forge/bidict,,49.0,2197768.0,https://pypi.org/project/bidict,2189103.0,https://anaconda.org/conda-forge/bidict,2024-02-18 23:20:30.644,389935.0,2.0,,2024-02-18 19:09:04.000,537.0,,,,,,,,,,,,,,,,, +178,sshtunnel,pahaz/sshtunnel,SSH tunnels to remote server.,,infrastructure,https://github.com/pahaz/sshtunnel,https://github.com/pahaz/sshtunnel,MIT,2014-06-11 21:14:05.000,2024-03-10 15:20:42.000,2023-05-14 21:12:56,446.0,,183.0,29.0,95.0,61.0,141.0,1178.0,2021-01-11 13:28:44.000,0.4.0,28.0,26.0,32,True,7177.0,6837.0,sshtunnel,conda-forge/sshtunnel,,,10069742.0,https://pypi.org/project/sshtunnel,10068207.0,https://anaconda.org/conda-forge/sshtunnel,2023-06-16 13:24:17.374,139713.0,3.0,,2021-01-11 13:28:30.784,340.0,,,,,,,,,,,,,,,,, +179,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,,97.0,67.0,94.0,50.0,59.0,1023.0,2020-05-11 08:18:45.000,1.4.4,8.0,34.0,32,False,294248.0,278946.0,appdirs,conda-forge/appdirs,,,31834212.0,https://pypi.org/project/appdirs,31729500.0,https://anaconda.org/conda-forge/appdirs,2023-06-16 13:15:34.114,10157152.0,2.0,,2020-05-11 07:59:49.000,15302.0,,,,,,,,,,,,,,,,, +180,Bottleneck,pydata/bottleneck,Fast NumPy array functions written in C.,,data-containers,https://github.com/pydata/bottleneck,https://github.com/pydata/bottleneck,BSD-2-Clause,2010-11-27 23:21:22.000,2024-02-26 20:39:40.596,2024-02-25 00:15:02,1274.0,1.0,104.0,32.0,208.0,49.0,194.0,996.0,2024-02-25 01:29:56.000,1.3.8,40.0,30.0,32,True,48433.0,46746.0,Bottleneck,conda-forge/bottleneck,,,1065453.0,https://pypi.org/project/Bottleneck,971331.0,https://anaconda.org/conda-forge/bottleneck,2024-02-26 20:39:40.596,3953130.0,2.0,,2024-02-25 01:29:56.000,1687.0,,,,,,,,,,,,,,,,, +181,anytree,c0fec0de/anytree,Python tree data library.,,data-structures,https://github.com/c0fec0de/anytree,https://github.com/c0fec0de/anytree,Apache-2.0,2016-08-27 09:42:38.000,2024-04-02 08:53:45.000,2023-11-16 21:49:07,517.0,,125.0,24.0,72.0,26.0,162.0,898.0,2023-11-16 21:53:00.000,2.12.1,36.0,29.0,32,True,19127.0,18771.0,anytree,conda-forge/anytree,,,1329866.0,https://pypi.org/project/anytree,1329073.0,https://anaconda.org/conda-forge/anytree,2023-06-16 19:18:51.552,38084.0,2.0,,2023-11-16 21:53:00.000,356.0,,,,,,,,,,,,,,,,, +182,asn1crypto,wbond/asn1crypto,Python ASN.1 library with a focus on performance and a pythonic API.,,cryptography,https://github.com/wbond/asn1crypto,https://github.com/wbond/asn1crypto,MIT,2015-06-03 18:51:56.000,2024-03-21 04:57:15.000,2023-11-03 12:31:26,810.0,,131.0,24.0,96.0,40.0,140.0,315.0,,,9.0,39.0,32,True,108811.0,108811.0,asn1crypto,conda-forge/asn1crypto,,,78578388.0,https://pypi.org/project/asn1crypto,78475673.0,https://anaconda.org/conda-forge/asn1crypto,2023-06-16 13:20:58.043,8422639.0,3.0,,,,,,,,,,,,,,,,,,,, +183,s3transfer,boto/s3transfer,Amazon S3 Transfer Manager for Python.,,db-clients,https://github.com/boto/s3transfer,https://github.com/boto/s3transfer,Apache-2.0,2016-01-12 23:19:42.000,2024-04-02 21:35:24.000,2024-04-02 20:25:22,612.0,8.0,125.0,19.0,242.0,24.0,36.0,198.0,,,34.0,39.0,32,True,279138.0,279138.0,s3transfer,conda-forge/s3transfer,,,324438443.0,https://pypi.org/project/s3transfer,324012535.0,https://anaconda.org/conda-forge/s3transfer,2024-03-15 10:11:00.171,17888140.0,3.0,,,,,,,,,,,,,,,,,,,, +184,importlib-resources,python/importlib_resources,Backport of the importlib.resources module.,,inspect,https://github.com/python/importlib_resources,https://github.com/python/importlib_resources,Apache-2.0,2020-05-18 12:28:24.318,2024-03-22 16:04:39.000,2024-03-21 19:05:00,932.0,62.0,39.0,12.0,61.0,1.0,244.0,57.0,2024-03-21 13:42:43.000,6.4.0,73.0,43.0,32,False,1887.0,,importlib-resources,conda-forge/importlib_resources,,,85367605.0,https://pypi.org/project/importlib-resources,84964197.0,https://anaconda.org/conda-forge/importlib_resources,2024-03-21 17:11:40.892,18960187.0,2.0,,2024-03-21 13:42:33.000,1887.0,,,,,,,,,,,,,,,,, +185,zipp,jaraco/zipp,Backport of pathlib-compatible object wrapper for zip files.,,file-path-utils,https://github.com/jaraco/zipp,https://github.com/jaraco/zipp,MIT,2018-11-15 21:24:48.000,2024-03-14 21:19:47.000,2024-03-14 21:19:45,726.0,24.0,42.0,4.0,42.0,4.0,68.0,48.0,2024-03-14 21:09:12.000,3.18.1,51.0,25.0,32,False,4351.0,,zipp,conda-forge/zipp,,,208841983.0,https://pypi.org/project/zipp,207995112.0,https://anaconda.org/conda-forge/zipp,2023-09-21 00:15:19.475,36415488.0,2.0,,2024-03-14 21:09:02.000,4351.0,,,,,,,,,,,,,,,,, +186,Eel,ChrisKnott/Eel,A little Python library for making simple Electron-like HTML/JS GUI apps.,,gui-dev,https://github.com/python-eel/Eel,https://github.com/python-eel/Eel,MIT,2017-12-27 21:37:12.000,2024-02-22 20:52:06.000,2023-03-04 17:45:05,299.0,,565.0,131.0,193.0,187.0,347.0,6131.0,2023-02-20 20:34:01.455,0.16.0,41.0,46.0,31,False,7193.0,7107.0,eel,,,,70661.0,https://pypi.org/project/eel,70661.0,,,,3.0,,2022-12-09 20:47:00.608,86.0,,,,,,,,,,,python-eel/Eel,,,,,, +187,snorkel,snorkel-team/snorkel,A system for quickly generating training data with weak supervision.,,data-loading,https://github.com/snorkel-team/snorkel,https://github.com/snorkel-team/snorkel,Apache-2.0,2016-02-26 05:52:45.000,2024-02-28 03:09:24.835,2024-02-27 23:05:17,2693.0,6.0,856.0,168.0,745.0,18.0,962.0,5689.0,2024-02-27 23:00:37.000,0.10.0,22.0,81.0,31,True,507.0,493.0,snorkel,conda-forge/snorkel,,1083.0,43566.0,https://pypi.org/project/snorkel,42267.0,https://anaconda.org/conda-forge/snorkel,2024-02-28 03:09:24.835,47622.0,2.0,,2024-02-27 22:57:29.000,14.0,,,,,,,,,,,,,,,,, +188,tortoise-orm,tortoise/tortoise-orm,"Familiar asyncio ORM for python, built with relations in mind.",,db-clients,https://github.com/tortoise/tortoise-orm,https://github.com/tortoise/tortoise-orm,Apache-2.0,2018-03-29 16:52:10.000,2024-03-18 11:25:52.000,2024-02-13 12:48:28,1194.0,2.0,341.0,43.0,497.0,505.0,509.0,4187.0,2023-08-11 03:44:09.000,0.20.0,151.0,127.0,31,True,7512.0,7408.0,tortoise-orm,conda-forge/tortoise-orm,,13.0,139774.0,https://pypi.org/project/tortoise-orm,139277.0,https://anaconda.org/conda-forge/tortoise-orm,2023-08-11 14:08:36.515,16920.0,3.0,,2023-08-11 03:44:09.000,104.0,,,,,,,,,,,,,,,,, +189,keyboard,boppreh/keyboard,Hook and simulate global keyboard events on Windows and Linux.,,others,https://github.com/boppreh/keyboard,https://github.com/boppreh/keyboard,MIT,2013-05-07 22:55:07.000,2024-03-14 18:35:20.000,2023-01-31 21:17:34,775.0,,420.0,79.0,71.0,377.0,195.0,3667.0,2020-03-23 21:49:28.677,0.13.5,35.0,41.0,31,False,16525.0,15968.0,keyboard,conda-forge/keyboard,,,337121.0,https://pypi.org/project/keyboard,336355.0,https://anaconda.org/conda-forge/keyboard,2023-06-16 19:26:23.252,26058.0,3.0,,2020-03-23 21:49:28.677,557.0,,,,,,,,,,,,,,,,, +190,returns,dry-python/returns,"Make your functions return something meaningful, typed, and safe!.",,utilities,https://github.com/dry-python/returns,https://github.com/dry-python/returns,BSD-2-Clause,2019-01-26 13:08:38.000,2024-04-02 14:35:48.000,2024-04-01 20:20:12,1791.0,59.0,106.0,44.0,1407.0,66.0,354.0,3243.0,2023-08-26 13:41:44.000,0.22.0,25.0,49.0,31,True,593.0,534.0,returns,conda-forge/returns,,,174944.0,https://pypi.org/project/returns,174698.0,https://anaconda.org/conda-forge/returns,2023-08-28 19:31:50.302,8616.0,3.0,,2023-08-26 13:41:44.000,59.0,,,,,,,,,,,,,,,,, +191,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,,388.0,195.0,944.0,264.0,502.0,3182.0,2021-12-15 15:22:54.705,0.6.0,14.0,67.0,31,False,10039.0,9221.0,blaze,conda-forge/blaze,,,43034.0,https://pypi.org/project/blaze,40502.0,https://anaconda.org/conda-forge/blaze,2023-06-16 13:21:36.637,202566.0,3.0,,2021-12-15 15:22:54.705,818.0,,,,,,,,,,,,,,,,, +192,python-decouple,henriquebastos/python-decouple,Strict separation of config from code.,,configuration,https://github.com/HBNetwork/python-decouple,https://github.com/HBNetwork/python-decouple,MIT,2014-02-25 04:16:08.000,2024-01-20 20:30:56.000,2024-01-01 17:54:57,200.0,,190.0,28.0,76.0,4.0,90.0,2666.0,2023-03-01 19:38:11.000,3.8,8.0,36.0,31,True,126193.0,126193.0,python-decouple,conda-forge/python-decouple,,12.0,3195095.0,https://pypi.org/project/python-decouple,3194092.0,https://anaconda.org/conda-forge/python-decouple,2023-06-16 13:21:51.317,79257.0,3.0,,,,,,,,,,,,,,HBNetwork/python-decouple,,,,,, +193,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,,608.0,110.0,921.0,211.0,1093.0,2610.0,2021-12-15 14:47:15.579,0.4.0,62.0,145.0,31,False,1547.0,1433.0,mrjob,conda-forge/mrjob,,,114246.0,https://pypi.org/project/mrjob,108522.0,https://anaconda.org/conda-forge/mrjob,2023-06-16 13:18:55.628,520971.0,2.0,,2021-12-15 14:47:15.579,114.0,,,,,,,,,,,,,,,,, +194,python-magic,ahupp/python-magic,A python wrapper for libmagic.,,data-loading,https://github.com/ahupp/python-magic,https://github.com/ahupp/python-magic,,2010-03-31 22:40:33.000,2024-04-04 12:59:30.000,2023-10-09 21:18:20,331.0,,255.0,48.0,111.0,12.0,188.0,2514.0,,,7.0,61.0,31,False,55112.0,55112.0,python-magic,conda-forge/python-magic,,,9017220.0,https://pypi.org/project/python-magic,9011399.0,https://anaconda.org/conda-forge/python-magic,2023-09-25 19:52:44.133,244518.0,2.0,,,,,,,,,,,,,,,,,,,, +195,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,,511.0,96.0,402.0,167.0,379.0,1677.0,2020-11-11 21:23:41.000,5.3.1,54.0,141.0,31,True,9480.0,8209.0,influxdb,conda-forge/influxdb,,,2141865.0,https://pypi.org/project/influxdb,2138957.0,https://anaconda.org/conda-forge/influxdb,2023-06-16 19:18:45.040,139620.0,3.0,,2020-11-11 21:23:41.000,1271.0,,,,,,,,,,,,,,,,, +196,humanize,jmoiron/humanize,python humanize functions.,,text,https://github.com/jmoiron/humanize,https://github.com/jmoiron/humanize,MIT,2011-10-07 23:44:01.000,2023-11-21 23:08:24.916,2022-06-13 13:14:58,512.0,,189.0,26.0,184.0,,80.0,1672.0,2023-11-21 19:53:26.000,4.9.0,48.0,63.0,31,False,2118.0,,humanize,conda-forge/humanize,,,7243177.0,https://pypi.org/project/humanize,7231792.0,https://anaconda.org/conda-forge/humanize,2023-11-21 23:08:24.916,523747.0,2.0,,2023-11-21 19:53:26.000,2118.0,,,,,,,,,,,,,,,,, +197,holidays,dr-prodigy/python-holidays,Generate and work with holidays in Python.,,date-time-utils,https://github.com/dr-prodigy/python-holidays,https://github.com/dr-prodigy/python-holidays,MIT,2020-07-22 20:16:31.317,2024-04-01 23:43:28.102,2024-01-26 18:48:28,2257.0,21.0,432.0,,,,,1331.0,2023-06-21 16:43:02.350,0.27.1,74.0,225.0,31,True,470.0,,holidays,conda-forge/holidays,,,6908194.0,https://pypi.org/project/holidays,6823903.0,https://anaconda.org/conda-forge/holidays,2024-04-01 23:43:28.102,3793112.0,3.0,,2024-04-01 20:17:22.000,470.0,,,,,,,,,,,,,,,,, +198,keyring,jaraco/keyring,Store and access your passwords safely.,,cryptography,https://github.com/jaraco/keyring,https://github.com/jaraco/keyring,MIT,2015-02-24 14:10:21.000,2024-04-03 01:41:36.074,2024-04-02 14:37:03,2144.0,70.0,140.0,22.0,167.0,57.0,448.0,1186.0,2024-04-02 14:42:28.000,25.1.0,62.0,121.0,31,True,,,keyring,conda-forge/keyring,,,53579626.0,https://pypi.org/project/keyring,53481689.0,https://anaconda.org/conda-forge/keyring,2024-04-03 01:41:36.074,4407187.0,3.0,,,,,,,,,,,,,,,-6.0,,,,, +199,inflect,jaraco/inflect,"Correctly generate plurals, ordinals, indefinite articles; convert numbers to words.",,text,https://github.com/jaraco/inflect,https://github.com/jaraco/inflect,MIT,2010-06-20 13:43:13.000,2024-03-31 08:07:01.000,2024-03-31 08:01:59,1018.0,32.0,99.0,22.0,94.0,27.0,88.0,911.0,2024-03-31 08:07:11.000,7.2.0,50.0,55.0,31,True,1058.0,,inflect,conda-forge/inflect,,,5205624.0,https://pypi.org/project/inflect,5197740.0,https://anaconda.org/conda-forge/inflect,2023-07-04 16:42:55.600,362698.0,2.0,,2024-03-31 08:07:01.000,1058.0,,,,,,,,,,,,7.0,,,,, +200,fastcore,fastai/fastcore,Python supercharged for the fastai library.,,others,https://github.com/fastai/fastcore,https://github.com/fastai/fastcore,Apache-2.0,2019-12-02 20:16:53.000,2024-02-19 08:58:32.000,2023-06-25 23:23:50,1269.0,,256.0,19.0,214.0,31.0,302.0,895.0,2023-03-28 20:22:05.218,1.5.29,141.0,56.0,31,True,6270.0,5944.0,fastcore,conda-forge/fastcore,,,1359069.0,https://pypi.org/project/fastcore,1356588.0,https://anaconda.org/conda-forge/fastcore,2023-06-16 19:28:19.001,69480.0,3.0,,2023-03-28 20:22:05.218,326.0,,,,,,,,,,,,,,,,, +201,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,,2015-05-05 13:08:20.000,2024-04-03 13:43:02.000,2024-04-02 09:42:25,1532.0,16.0,184.0,97.0,775.0,,238.0,855.0,2024-04-02 11:29:31.000,5.19.0,99.0,43.0,31,False,8678.0,8678.0,neo4j-driver,conda-forge/neo4j-python-driver,,,139398.0,https://pypi.org/project/neo4j-driver,135021.0,https://anaconda.org/conda-forge/neo4j-python-driver,2024-04-02 13:53:03.088,201384.0,3.0,,,,,,,,,,,,,,,,,,,, +202,param,holoviz/param,Param: Make your Python code clearer and more reliable by declaring Parameters.,,data-validation,https://github.com/holoviz/param,https://github.com/holoviz/param,BSD-3-Clause,2012-05-01 11:51:08.000,2024-04-02 17:46:29.000,2024-03-22 08:42:09,886.0,16.0,66.0,18.0,488.0,150.0,293.0,394.0,2024-03-22 08:44:21.000,2.1.0,93.0,36.0,31,True,10619.0,10458.0,param,conda-forge/param,,,586453.0,https://pypi.org/project/param,550356.0,https://anaconda.org/conda-forge/param,2024-03-22 10:24:57.844,1516085.0,3.0,,2024-03-22 08:44:15.000,161.0,,,,,,,,,,,,,,,,, +203,tzlocal,regebro/tzlocal,A Python module that tries to figure out what your local timezone is.,,date-time-utils,https://github.com/regebro/tzlocal,https://github.com/regebro/tzlocal,MIT,2012-09-11 12:34:21.000,2023-12-08 07:11:16.000,2023-12-08 07:11:16,316.0,,60.0,7.0,76.0,2.0,81.0,183.0,2023-06-21 14:09:09.912,4.3.1,47.0,31.0,31,True,163107.0,159176.0,tzlocal,conda-forge/tzlocal,,,48349110.0,https://pypi.org/project/tzlocal,48268329.0,https://anaconda.org/conda-forge/tzlocal,2023-10-22 22:23:29.297,2585000.0,3.0,,2023-10-22 17:41:36.000,3931.0,,,,,,,,,,,,,,,,, +204,google-cloud-bigtable,googleapis/python-bigtable,Google Cloud Bigtable API client library.,,db-clients,https://github.com/googleapis/python-bigtable,https://github.com/googleapis/python-bigtable,Apache-2.0,2019-12-10 00:09:10.000,2024-03-30 02:58:49.000,2024-03-28 18:28:56,804.0,17.0,51.0,48.0,727.0,45.0,187.0,62.0,2024-02-07 21:31:46.000,2.23.0,77.0,69.0,31,False,3499.0,3481.0,google-cloud-bigtable,conda-forge/google-cloud-bigtable,,,5199340.0,https://pypi.org/project/google-cloud-bigtable,5196559.0,https://anaconda.org/conda-forge/google-cloud-bigtable,2023-12-13 02:55:03.515,105701.0,3.0,,2024-02-07 21:31:46.000,18.0,,,,,,,,,,,,,,,,, +205,Gooey,chriskiehl/Gooey,Turn (almost) any Python command line program into a full GUI application with one line.,,gui-dev,https://github.com/chriskiehl/Gooey,https://github.com/chriskiehl/Gooey,MIT,2014-01-01 21:06:05.000,2024-02-21 16:05:35.000,2022-05-08 04:08:19,743.0,,998.0,282.0,300.0,164.0,464.0,20319.0,2021-12-15 16:29:29.533,0.8.7,58.0,103.0,30,False,988.0,896.0,gooey,conda-forge/gooey,,608.0,7832.0,https://pypi.org/project/gooey,6565.0,https://anaconda.org/conda-forge/gooey,2023-06-16 16:15:20.617,74121.0,3.0,,2022-01-29 23:10:33.000,92.0,,,,,,,,,,,,,,,,, +206,Vaex,vaexio/vaex,"Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a..",,data-containers,https://github.com/vaexio/vaex,https://github.com/vaexio/vaex,MIT,2014-09-27 09:44:42.000,2024-03-05 08:12:30.000,2023-07-21 10:40:58,3636.0,,592.0,145.0,970.0,500.0,775.0,8167.0,2023-07-21 10:41:31.000,4.17.0,69.0,72.0,30,True,747.0,712.0,vaex,conda-forge/vaex,,280.0,22855.0,https://pypi.org/project/vaex,20856.0,https://anaconda.org/conda-forge/vaex,2023-06-16 13:20:19.053,179793.0,3.0,,2023-07-21 10:41:31.000,35.0,,,,,,,,,,,,,,,,, +207,transitions,pytransitions/transitions,"A lightweight, object-oriented finite state machine implementation in Python with many extensions.",,algorithms,https://github.com/pytransitions/transitions,https://github.com/pytransitions/transitions,MIT,2014-10-12 20:59:09.000,2023-12-18 13:52:12.000,2023-09-20 06:18:21,1023.0,,515.0,94.0,186.0,18.0,429.0,5313.0,2022-09-02 09:48:52.000,0.9.0,47.0,76.0,30,True,3671.0,3392.0,transitions,conda-forge/transitions,,,623135.0,https://pypi.org/project/transitions,612584.0,https://anaconda.org/conda-forge/transitions,2023-06-16 16:15:31.911,612010.0,1.0,,2022-09-02 09:48:52.000,279.0,,,,,,,,,,,,,,,,, +208,PDFMiner,euske/pdfminer,Python PDF Parser (Not actively maintained). Check out pdfminer.six.,,data-loading,https://github.com/euske/pdfminer,https://github.com/euske/pdfminer,MIT,2010-12-12 12:50:22.000,2023-12-02 01:20:30.075,2020-01-18 07:00:32,540.0,,1189.0,221.0,90.0,243.0,43.0,5197.0,,,41.0,28.0,30,False,9030.0,8202.0,pdfminer,conda-forge/pdfminer,,,208385.0,https://pypi.org/project/pdfminer,207986.0,https://anaconda.org/conda-forge/pdfminer,2023-06-16 13:18:10.043,36744.0,3.0,,2021-12-15 14:45:46.670,828.0,,,,,,,,,,,,,,,,, +209,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,,296.0,102.0,139.0,34.0,262.0,4715.0,2023-07-12 08:56:00.739,1.6.2,57.0,78.0,30,True,4343.0,3759.0,dataset,conda-forge/dataset,,,118637.0,https://pypi.org/project/dataset,118418.0,https://anaconda.org/conda-forge/dataset,2023-07-12 10:39:31.317,8119.0,3.0,,2023-07-12 08:56:00.739,584.0,,,,,,,,,,,,,,,,, +210,Arctic,man-group/arctic,Arctic is a high performance datastore for numeric data.,,data-containers,https://github.com/man-group/arctic,https://github.com/man-group/arctic,LGPL-2.1,2015-05-29 13:37:30.000,2024-03-18 14:34:22.000,2024-02-01 18:17:41,1177.0,18.0,590.0,174.0,468.0,96.0,477.0,3025.0,2024-02-06 09:00:23.000,1.82.2,96.0,85.0,30,False,275.0,242.0,arctic,conda-forge/arctic,,210.0,3923.0,https://pypi.org/project/arctic,2562.0,https://anaconda.org/conda-forge/arctic,2024-02-15 20:53:28.617,31265.0,3.0,,2024-02-06 09:00:23.000,33.0,,,,,,,,,,,,,,,,, +211,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,,290.0,62.0,305.0,107.0,238.0,2571.0,2021-08-17 21:16:54.000,2.1.1,24.0,119.0,30,False,1990.0,1603.0,schematics,conda-forge/schematics,,,288038.0,https://pypi.org/project/schematics,287580.0,https://anaconda.org/conda-forge/schematics,2023-06-16 16:16:00.762,26127.0,3.0,,2021-08-17 21:16:54.000,387.0,,,,,,,,,,,,,,,,, +212,whylogs,whylabs/whylogs,Open standard for end-to-end data and ML monitoring for any scale in any infrastructure.,,data-pipelines,https://github.com/whylabs/whylogs,https://github.com/whylabs/whylogs,Apache-2.0,2020-08-14 23:25:32.000,2024-04-03 12:50:11.000,2024-03-27 00:04:38,858.0,40.0,116.0,32.0,1080.0,15.0,407.0,2532.0,2024-03-26 23:51:58.000,1.3.28,323.0,32.0,30,True,251.0,245.0,whylogs,,,46.0,241092.0,https://pypi.org/project/whylogs,241090.0,,,,2.0,,2024-03-26 23:51:58.000,6.0,,,,,,,,,,,,,,,,, +213,datasketch,ekzhu/datasketch,"MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW.",,data-containers,https://github.com/ekzhu/datasketch,https://github.com/ekzhu/datasketch,MIT,2015-03-20 01:21:46.000,2024-03-26 19:24:41.000,2024-03-26 19:24:40,237.0,4.0,281.0,48.0,77.0,50.0,115.0,2313.0,2023-10-03 10:00:24.000,1.6.4,86.0,30.0,30,True,1230.0,1161.0,datasketch,,,23.0,2479976.0,https://pypi.org/project/datasketch,2479976.0,,,,3.0,,2023-10-03 10:00:24.000,69.0,,,,,,,,,,,,,,,,, +214,SDV,sdv-dev/SDV,Synthetic data generation for tabular data.,,data-loading,https://github.com/sdv-dev/SDV,https://github.com/sdv-dev/SDV,,2018-05-11 15:56:50.000,2024-04-04 12:26:51.000,2024-04-03 22:12:40,1542.0,69.0,272.0,41.0,711.0,153.0,974.0,2095.0,2024-03-21 22:47:39.000,1.11.0,55.0,48.0,30,False,383.0,383.0,sdv,conda-forge/sdv,,,46938.0,https://pypi.org/project/sdv,46340.0,https://anaconda.org/conda-forge/sdv,2024-03-22 00:27:58.667,16757.0,3.0,,,,,,,,,,,,,,,,,,,, +215,arq,samuelcolvin/arq,Fast job queuing and RPC in python with asyncio and redis.,,data-pipelines,https://github.com/samuelcolvin/arq,https://github.com/samuelcolvin/arq,MIT,2016-07-21 18:24:42.000,2024-04-01 18:00:04.000,2024-04-01 15:26:34,391.0,15.0,151.0,35.0,233.0,59.0,150.0,1886.0,2024-04-01 15:27:24.000,0.26.0b1,60.0,60.0,30,True,592.0,571.0,arq,conda-forge/arq,,,92903.0,https://pypi.org/project/arq,92637.0,https://anaconda.org/conda-forge/arq,2023-06-16 19:25:38.090,9580.0,2.0,,2024-04-01 18:00:04.000,21.0,,,,,,,,,,,,,,,,, +216,questionary,tmbo/questionary,"Python library to build pretty command line user prompts Easy to use multi-select lists, confirmations, free text..",,cli-helpers,https://github.com/tmbo/questionary,https://github.com/tmbo/questionary,MIT,2018-12-01 17:55:17.000,2024-03-25 10:49:58.000,2024-01-12 09:43:33,550.0,4.0,80.0,23.0,234.0,37.0,99.0,1401.0,2023-09-08 12:19:01.000,2.0.1,22.0,40.0,30,True,12249.0,11831.0,questionary,conda-forge/questionary,,,1623494.0,https://pypi.org/project/questionary,1621782.0,https://anaconda.org/conda-forge/questionary,2023-09-10 15:33:11.642,68507.0,3.0,,2023-09-08 12:19:01.000,418.0,,,,,,,,,,,,,,,,, +217,aiocache,aio-libs/aiocache,"Asyncio cache manager for redis, memcached and memory.",,caching,https://github.com/aio-libs/aiocache,https://github.com/aio-libs/aiocache,BSD-3-Clause,2016-09-30 09:25:51.000,2024-04-04 07:34:59.000,2024-04-01 18:14:46,652.0,28.0,141.0,22.0,552.0,38.0,255.0,1017.0,2023-08-06 20:31:23.000,0.12.2,44.0,44.0,30,True,2273.0,2134.0,aiocache,,,16.0,593075.0,https://pypi.org/project/aiocache,593075.0,,,,2.0,,2023-08-06 20:31:21.000,139.0,,,,,,,,,,,,,,,,, +218,Intake,intake/intake,"Intake is a lightweight package for finding, investigating, loading and disseminating data.",,data-loading,https://github.com/intake/intake,https://github.com/intake/intake,BSD-2-Clause,2017-08-14 20:44:22.000,2024-03-28 09:20:03.000,2024-03-26 17:45:12,2167.0,58.0,137.0,42.0,432.0,100.0,263.0,976.0,,,26.0,86.0,30,True,2160.0,2160.0,intake,conda-forge/intake,,,74403.0,https://pypi.org/project/intake,62307.0,https://anaconda.org/conda-forge/intake,2024-03-19 23:06:10.283,556417.0,3.0,,,,,,,,,,,,,,,,,,,, +219,pyahocorasick,WojciechMula/pyahocorasick,Python module (C extension and plain python) implementing Aho-Corasick algorithm.,,text,https://github.com/WojciechMula/pyahocorasick,https://github.com/WojciechMula/pyahocorasick,BSD-3-Clause,2013-05-30 19:55:46.000,2024-03-21 16:14:48.514,2024-03-21 10:53:44,530.0,10.0,120.0,22.0,63.0,24.0,106.0,882.0,2024-03-21 13:30:45.000,2.1.0,30.0,30.0,30,True,2759.0,2632.0,pyahocorasick,conda-forge/pyahocorasick,,1.0,818971.0,https://pypi.org/project/pyahocorasick,813952.0,https://anaconda.org/conda-forge/pyahocorasick,2024-03-21 16:14:48.514,210811.0,3.0,,2024-03-21 13:27:31.000,127.0,,,,,,,,,,,,,,,,, +220,natsort,SethMMorton/natsort,Simple yet flexible natural sorting in Python.,,utilities,https://github.com/SethMMorton/natsort,https://github.com/SethMMorton/natsort,MIT,2012-05-03 02:58:47.000,2024-03-04 16:27:59.000,2024-03-04 16:27:40,1010.0,4.0,49.0,17.0,76.0,1.0,92.0,851.0,2023-06-20 04:19:05.975,8.4.0,59.0,22.0,30,True,28989.0,27626.0,natsort,conda-forge/natsort,,,4462945.0,https://pypi.org/project/natsort,4425098.0,https://anaconda.org/conda-forge/natsort,2023-06-20 12:15:21.880,1551765.0,3.0,,2023-06-20 04:19:05.975,1363.0,,,,,,,,,,,,,,,,, +221,cached-property,pydanny/cached-property,A decorator for caching properties in classes.,,caching,https://github.com/pydanny/cached-property,https://github.com/pydanny/cached-property,BSD-3-Clause,2014-05-17 22:42:24.000,2024-03-25 08:09:38.000,2020-10-21 17:48:31,219.0,,77.0,16.0,281.0,46.0,25.0,681.0,2020-09-21 21:24:10.000,1.5.2,17.0,23.0,30,False,47437.0,45284.0,cached-property,conda-forge/cached-property,,,15562148.0,https://pypi.org/project/cached-property,15453097.0,https://anaconda.org/conda-forge/cached-property,2023-06-16 13:24:56.403,9269360.0,2.0,,2020-09-21 18:39:25.000,2153.0,,,,,,,,,,,,,,,,, +222,pysolr,django-haystack/pysolr,Pysolr Python Solr client.,,db-clients,https://github.com/django-haystack/pysolr,https://github.com/django-haystack/pysolr,BSD-3-Clause,2009-07-01 17:54:08.000,2024-04-04 08:50:36.000,2024-04-04 08:50:36,576.0,16.0,358.0,36.0,310.0,27.0,126.0,658.0,2020-04-17 20:27:24.000,3.9.0,37.0,72.0,30,True,4644.0,3361.0,pysolr,conda-forge/pysolr,,,324500.0,https://pypi.org/project/pysolr,324231.0,https://anaconda.org/conda-forge/pysolr,2023-06-16 13:19:59.904,23166.0,3.0,,2023-10-13 15:38:59.000,1283.0,,,,,,,,,,,,,,,,, +223,scandir,benhoyt/scandir,"Better directory iterator and faster os.walk(), now in the Python 3.5 stdlib.",,file-path-utils,https://github.com/benhoyt/scandir,https://github.com/benhoyt/scandir,BSD-3-Clause,2013-05-13 08:14:57.000,2023-09-23 13:17:22.493,2023-08-29 09:32:19,456.0,,69.0,23.0,49.0,6.0,90.0,524.0,2019-03-09 18:00:51.000,1.10.0,16.0,23.0,30,True,17513.0,15323.0,scandir,conda-forge/scandir,,,3312194.0,https://pypi.org/project/scandir,3279390.0,https://anaconda.org/conda-forge/scandir,2023-09-23 13:17:22.493,1377795.0,3.0,,2019-03-09 17:58:19.000,2190.0,,,,,,,,,,,,,,,,, +224,algorithms,keon/algorithms,Minimal examples of data structures and algorithms in Python.,,algorithms,https://github.com/keon/algorithms,https://github.com/keon/algorithms,MIT,2016-11-17 22:32:08.000,2024-03-09 07:10:16.000,2024-02-05 23:03:25,958.0,4.0,4562.0,634.0,756.0,203.0,100.0,23494.0,2020-10-04 14:44:02.000,0.1.4,5.0,202.0,29,True,120.0,104.0,algorithms,conda-forge/algorithms,,,1645.0,https://pypi.org/project/algorithms,1589.0,https://anaconda.org/conda-forge/algorithms,2023-06-16 19:25:42.098,2040.0,3.0,,2020-10-04 14:44:02.000,16.0,,,,,,,,,,,,,,,,, +225,faust,robinhood/faust,Python Stream Processing.,,data-pipelines,https://github.com/robinhood/faust,https://github.com/robinhood/faust,BSD-3-Clause,2017-03-08 18:36:11.000,2023-11-23 18:02:37.000,2023-02-23 18:42:48,4138.0,,536.0,141.0,293.0,276.0,244.0,6671.0,2020-02-25 22:58:45.202,1.10.4,46.0,95.0,29,False,1890.0,1860.0,faust,,,,17661.0,https://pypi.org/project/faust,17661.0,,,,3.0,,2020-02-25 22:58:45.202,30.0,,,,,,,,,,,,,,,,, +226,huey,coleifer/huey,a little task queue for python.,,data-pipelines,https://github.com/coleifer/huey,https://github.com/coleifer/huey,MIT,2011-11-03 16:39:43.000,2024-01-23 15:34:06.000,2024-01-23 15:33:53,991.0,5.0,360.0,86.0,176.0,,613.0,4866.0,2023-09-22 15:18:12.000,2.5.0,48.0,67.0,29,True,1437.0,1437.0,huey,conda-forge/huey,,,90934.0,https://pypi.org/project/huey,90469.0,https://anaconda.org/conda-forge/huey,2023-06-16 16:09:17.692,33490.0,3.0,,,,,,,,,,,,,,,,,,,, +227,asciimatics,peterbrittain/asciimatics,"A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII..",,cli-helpers,https://github.com/peterbrittain/asciimatics,https://github.com/peterbrittain/asciimatics,Apache-2.0,2015-04-15 20:18:41.000,2024-03-31 09:41:42.000,2024-03-31 09:41:42,1135.0,1.0,243.0,65.0,89.0,23.0,273.0,3518.0,2023-10-25 15:29:54.000,1.15.0,24.0,45.0,29,True,1099.0,977.0,asciimatics,conda-forge/asciimatics,,,26173.0,https://pypi.org/project/asciimatics,22686.0,https://anaconda.org/conda-forge/asciimatics,2023-10-25 21:59:55.078,146474.0,3.0,,2023-10-25 15:19:05.000,122.0,,,,,,,,,,,,,,,,, +228,funcy,Suor/funcy,A fancy and practical functional tools.,,utilities,https://github.com/Suor/funcy,https://github.com/Suor/funcy,BSD-3-Clause,2012-10-13 00:44:57.000,2024-04-03 14:59:46.000,2024-02-01 14:47:54,992.0,1.0,141.0,71.0,72.0,9.0,72.0,3250.0,2018-06-30 04:16:20.000,1.10.3,51.0,33.0,29,True,11186.0,10534.0,funcy,conda-forge/funcy,,,1411645.0,https://pypi.org/project/funcy,1406870.0,https://anaconda.org/conda-forge/funcy,2023-06-16 13:23:43.902,415459.0,3.0,,2023-03-28 06:24:02.835,652.0,,,,,,,,,,,,,,,,, +229,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,,127.0,57.0,73.0,15.0,64.0,2428.0,2020-11-21 16:21:29.000,2.4.0,31.0,31.0,29,False,9411.0,8995.0,addict,conda-forge/addict,,21.0,3076161.0,https://pypi.org/project/addict,3071514.0,https://anaconda.org/conda-forge/addict,2023-06-16 13:23:44.905,432172.0,2.0,,2020-11-21 16:21:29.000,416.0,,,,,,,,,,,,,,,,, +230,pyscaffold,pyscaffold/pyscaffold,Python project template generator with batteries included.,,others,https://github.com/pyscaffold/pyscaffold,https://github.com/pyscaffold/pyscaffold,MIT,2014-04-02 07:01:57.000,2024-03-28 11:10:30.000,2023-06-20 15:54:36,2284.0,,177.0,38.0,374.0,38.0,264.0,1999.0,2023-06-20 16:24:20.000,4.5,181.0,58.0,29,True,61.0,,pyscaffold,conda-forge/pyscaffold,,,476880.0,https://pypi.org/project/pyscaffold,472361.0,https://anaconda.org/conda-forge/pyscaffold,2023-06-26 09:14:52.945,180781.0,3.0,,2023-06-20 16:26:01.674,61.0,,,,,,,,,,,,,,,,, +231,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,,308.0,69.0,401.0,104.0,367.0,1493.0,2023-11-14 16:59:33.000,0.23.1,13.0,85.0,29,True,223.0,223.0,mleap,conda-forge/mleap,,,190831.0,https://pypi.org/project/mleap,189148.0,https://anaconda.org/conda-forge/mleap,2023-11-15 02:56:51.594,79102.0,3.0,,,,,,,,,,,,,,,,,,,, +232,pygsheets,nithinmurali/pygsheets,Google Sheets Python API v4.,,db-clients,https://github.com/nithinmurali/pygsheets,https://github.com/nithinmurali/pygsheets,,2016-06-06 17:20:44.000,2024-01-14 23:04:32.000,2024-01-14 23:04:32,1101.0,4.0,217.0,47.0,180.0,58.0,337.0,1480.0,2022-11-30 17:34:49.000,2.0.6,13.0,91.0,29,False,2406.0,2406.0,pygsheets,,,,1881606.0,https://pypi.org/project/pygsheets,1881606.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +233,python-benedict,fabiocaccamo/python-benedict,"dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist,..",,data-structures,https://github.com/fabiocaccamo/python-benedict,https://github.com/fabiocaccamo/python-benedict,MIT,2019-05-17 11:13:40.000,2024-04-01 20:47:26.000,2024-04-01 20:46:50,868.0,36.0,48.0,12.0,290.0,9.0,93.0,1395.0,2024-03-04 23:25:39.000,0.33.2,65.0,7.0,29,True,1664.0,1622.0,python-benedict,conda-forge/python-benedict,,,593413.0,https://pypi.org/project/python-benedict,589718.0,https://anaconda.org/conda-forge/python-benedict,2024-03-05 07:34:03.986,151506.0,2.0,,2024-03-04 23:25:39.000,42.0,,,,,,,,,,,,,,,,, +234,piccolos,piccolo-orm/piccolo,"A fast, user friendly ORM and query builder which supports asyncio.",,db-clients,https://github.com/piccolo-orm/piccolo,https://github.com/piccolo-orm/piccolo,MIT,2018-10-27 20:53:26.000,2024-03-29 08:14:19.000,2024-03-22 16:57:29,1764.0,31.0,85.0,15.0,455.0,122.0,255.0,1256.0,2024-03-22 17:02:55.000,1.5.0,255.0,43.0,29,True,355.0,344.0,piccolo,,,,17448.0,https://pypi.org/project/piccolo,17448.0,,,,3.0,,2024-03-22 17:02:55.000,11.0,,,,,,,,,,,,,,,,, +235,sqlitedict,RaRe-Technologies/sqlitedict,"Persistent dict, backed by sqlite3 and pickle, multithread-safe.",,data-structures,https://github.com/piskvorky/sqlitedict,https://github.com/piskvorky/sqlitedict,Apache-2.0,2011-07-19 14:09:09.000,2023-09-22 23:15:25.865,2022-12-03 13:41:59,312.0,,129.0,31.0,74.0,29.0,70.0,1117.0,2022-12-03 13:40:54.000,2.1.0,21.0,40.0,29,False,5178.0,4937.0,sqlitedict,conda-forge/sqlitedict,,,543884.0,https://pypi.org/project/sqlitedict,541484.0,https://anaconda.org/conda-forge/sqlitedict,2023-09-22 23:15:25.865,103231.0,2.0,,2022-12-03 13:40:11.241,241.0,,,,,,,,,,,piskvorky/sqlitedict,,,,,, +236,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,,307.0,52.0,211.0,20.0,269.0,1093.0,2021-05-30 09:23:19.000,2.1.3,19.0,72.0,29,False,1919.0,1919.0,redis-py-cluster,,,4157.0,2074288.0,https://pypi.org/project/redis-py-cluster,2074251.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +237,python-email-validator,JoshData/python-email-validator,A robust email syntax and deliverability validation library for Python.,,data-validation,https://github.com/JoshData/python-email-validator,https://github.com/JoshData/python-email-validator,Unlicense,2015-04-20 02:46:34.000,2024-02-27 09:03:46.232,2024-02-27 02:45:34,195.0,9.0,147.0,26.0,46.0,11.0,82.0,995.0,2024-02-26 22:09:57.000,2.1.1,29.0,23.0,29,True,479.0,,email-validator,conda-forge/email-validator,,,12137822.0,https://pypi.org/project/email-validator,12134356.0,https://anaconda.org/conda-forge/email-validator,2024-02-27 09:03:46.232,155996.0,3.0,,2024-02-26 22:09:57.000,479.0,,,,,,,,,,,,,,,,, +238,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,,2017-03-07 04:03:36.000,2023-10-18 13:21:57.000,2023-08-17 00:33:24,1178.0,,353.0,75.0,22.0,32.0,613.0,878.0,2021-11-04 22:07:30.000,8.3.0,32.0,17.0,29,False,8170.0,8170.0,cx-Oracle,conda-forge/cx_oracle,,,3749401.0,https://pypi.org/project/cx-Oracle,3737448.0,https://anaconda.org/conda-forge/cx_oracle,2023-09-24 12:56:34.597,537887.0,3.0,,,,,,,,,,,,,,,,,,,, +239,python-rapidjson,python-rapidjson/python-rapidjson,Python wrapper around rapidjson.,,serialization,https://github.com/python-rapidjson/python-rapidjson,https://github.com/python-rapidjson/python-rapidjson,MIT,2015-09-09 04:02:42.000,2024-03-18 17:46:56.000,2024-02-28 18:22:51,735.0,13.0,46.0,11.0,91.0,15.0,100.0,491.0,2020-11-16 12:53:09.000,0.9.4,64.0,23.0,29,True,5500.0,5218.0,python-rapidjson,conda-forge/python-rapidjson,,,1694226.0,https://pypi.org/project/python-rapidjson,1656919.0,https://anaconda.org/conda-forge/python-rapidjson,2024-02-28 20:49:58.360,1566932.0,3.0,,2024-02-28 18:22:58.000,282.0,,,,,,,,,,,,,,,,, +240,isodate,gweis/isodate,ISO 8601 date/time parser.,,date-time-utils,https://github.com/gweis/isodate,https://github.com/gweis/isodate,BSD-3-Clause,2012-10-29 23:32:06.000,2023-09-22 11:02:04.000,2022-03-13 00:04:41,186.0,,54.0,9.0,46.0,24.0,21.0,140.0,2021-12-13 20:28:29.000,0.6.1,16.0,24.0,29,False,63244.0,60889.0,isodate,conda-forge/isodate,,,99872584.0,https://pypi.org/project/isodate,99823249.0,https://anaconda.org/conda-forge/isodate,2023-06-16 13:15:39.073,4785510.0,3.0,,2021-12-13 20:28:29.000,2355.0,,,,,,,,,,,,,,,,, +241,ploomber,ploomber/ploomber,"The fastest way to build data pipelines. Develop iteratively, deploy anywhere.",,data-pipelines,https://github.com/ploomber/ploomber,https://github.com/ploomber/ploomber,Apache-2.0,2020-01-20 20:13:06.000,2024-02-20 18:10:39.000,2024-02-20 18:10:39,3054.0,7.0,225.0,28.0,295.0,99.0,762.0,3368.0,2024-02-08 01:24:17.000,0.23.2,116.0,80.0,28,True,136.0,129.0,ploomber,conda-forge/ploomber,,,7260.0,https://pypi.org/project/ploomber,4800.0,https://anaconda.org/conda-forge/ploomber,2024-02-09 04:33:54.315,83645.0,3.0,,2024-02-08 01:24:17.000,7.0,,,,,,,,,,,,,,,,, +242,img2dataset,rom1504/img2dataset,"Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one..",,data-loading,https://github.com/rom1504/img2dataset,https://github.com/rom1504/img2dataset,MIT,2021-08-11 20:20:15.000,2024-03-23 12:34:25.000,2024-02-22 00:19:37,309.0,18.0,299.0,29.0,168.0,104.0,141.0,3187.0,2024-01-22 22:08:26.000,1.45.0,88.0,34.0,28,True,129.0,129.0,img2dataset,,,1601.0,40426.0,https://pypi.org/project/img2dataset,40376.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +243,sklearn-pandas,scikit-learn-contrib/sklearn-pandas,Pandas integration with sklearn.,,data-containers,https://github.com/scikit-learn-contrib/sklearn-pandas,https://github.com/scikit-learn-contrib/sklearn-pandas,Zlib,2013-04-22 22:55:20.000,2023-06-16 19:23:51.805,2022-07-17 20:23:59,289.0,,417.0,94.0,110.0,38.0,127.0,2783.0,2021-05-08 08:32:08.000,2.1.0,27.0,39.0,28,False,7530.0,7371.0,sklearn-pandas,conda-forge/sklearn-pandas,"['sklearn', 'pandas']",,231221.0,https://pypi.org/project/sklearn-pandas,229543.0,https://anaconda.org/conda-forge/sklearn-pandas,2023-06-16 19:23:51.805,68798.0,3.0,,2021-05-08 08:14:28.000,159.0,,,,,,,,,,,,,,,,, +244,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,,148.0,50.0,472.0,58.0,262.0,2641.0,2020-06-08 23:55:55.000,1.0.1,50.0,46.0,28,False,2428.0,2383.0,gino,,,,29489.0,https://pypi.org/project/gino,29489.0,,,,3.0,,2022-02-12 20:37:35.000,45.0,,,,,,,,,,,,4.0,,,,, +245,mongo-connector,yougov/mongo-connector,MongoDB data stream pipeline tools by YouGov (adopted from MongoDB).,,db-clients,https://github.com/yougov/mongo-connector,https://github.com/yougov/mongo-connector,Apache-2.0,2012-08-09 23:39:36.000,2024-03-27 15:59:35.000,2018-12-05 18:23:06,1112.0,,484.0,97.0,185.0,259.0,506.0,1875.0,2018-12-05 19:18:21.000,3.1.1,51.0,62.0,28,False,222.0,186.0,mongo-connector,,,,2467.0,https://pypi.org/project/mongo-connector,2467.0,,,,3.0,,2018-12-05 19:18:21.000,36.0,,,,,,,,,,,,,,,,, +246,datatable,h2oai/datatable,A Python package for manipulating 2-dimensional tabular data structures.,,data-containers,https://github.com/h2oai/datatable,https://github.com/h2oai/datatable,MPL-2.0,2017-03-03 02:32:59.000,2023-12-01 22:47:14.000,2023-12-01 22:46:33,2245.0,,154.0,94.0,1935.0,169.0,1338.0,1784.0,2023-12-01 22:24:23.000,1.1.0,17.0,37.0,28,True,29.0,,datatable,conda-forge/datatable,,2307.0,52075.0,https://pypi.org/project/datatable,51452.0,https://anaconda.org/conda-forge/datatable,2023-06-16 19:24:06.884,23817.0,3.0,,2023-12-01 21:51:48.000,29.0,,,,,,,,,,,,,,,,, +247,prisma,RobertCraigie/prisma-client-py,Prisma Client Python is an auto-generated and fully type-safe database client designed for ease of use.,,db-clients,https://github.com/RobertCraigie/prisma-client-py,https://github.com/RobertCraigie/prisma-client-py,Apache-2.0,2020-12-16 04:29:28.000,2024-03-24 22:23:59.000,2024-03-24 22:10:10,873.0,80.0,69.0,17.0,501.0,205.0,186.0,1569.0,2024-03-24 22:11:15.000,0.13.1,35.0,28.0,28,True,16.0,,prisma,,,,78907.0,https://pypi.org/project/prisma,78907.0,,,,3.0,,2024-03-24 22:09:46.000,16.0,,,,,,,,,,,,,,,,, +248,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,,134.0,33.0,80.0,34.0,54.0,1424.0,2018-01-03 17:03:36.000,1.6.1,10.0,16.0,28,False,11173.0,9660.0,blessings,conda-forge/blessings,,,1033701.0,https://pypi.org/project/blessings,1027518.0,https://anaconda.org/conda-forge/blessings,2023-09-24 14:42:21.794,284450.0,3.0,,2018-06-21 14:00:07.000,1513.0,,,,,,,,,,,,,,,,, +249,strictyaml,crdoconnor/strictyaml,Type-safe YAML parser and validator.,,data-validation,https://github.com/crdoconnor/strictyaml,https://github.com/crdoconnor/strictyaml,MIT,2016-06-17 10:56:18.000,2024-03-13 10:53:10.000,2023-05-25 11:08:41,797.0,,60.0,27.0,41.0,88.0,73.0,1405.0,2023-03-10 12:50:44.009,1.7.3,84.0,20.0,28,True,2696.0,2416.0,strictyaml,conda-forge/strictyaml,,,2013026.0,https://pypi.org/project/strictyaml,2010013.0,https://anaconda.org/conda-forge/strictyaml,2023-06-16 16:11:36.373,217003.0,3.0,,2023-03-10 12:50:44.009,280.0,,,,,,,,,,,,,,,,, +250,munch,Infinidat/munch,A Munch is a Python dictionary that provides attribute-style access (a la JavaScript objects).,,data-structures,https://github.com/Infinidat/munch,https://github.com/Infinidat/munch,MIT,2012-03-08 21:20:50.000,2024-02-27 09:15:40.000,2023-07-01 09:55:10,181.0,,83.0,25.0,52.0,9.0,39.0,750.0,2023-07-01 09:51:02.251,4.0.0,16.0,27.0,28,True,886.0,,munch,conda-forge/munch,,,2505251.0,https://pypi.org/project/munch,2149916.0,https://anaconda.org/conda-forge/munch,2023-07-02 17:22:14.661,3908695.0,3.0,,2023-07-01 09:51:02.251,886.0,,,,,,,,,,,,,,,,, +251,ConfigArgParse,bw2/ConfigArgParse,A drop-in replacement for argparse that allows options to also be set via config files and/or environment variables.,,cli-helpers,https://github.com/bw2/ConfigArgParse,https://github.com/bw2/ConfigArgParse,MIT,2014-06-25 00:27:02.000,2024-02-17 14:15:02.000,2023-07-23 14:40:17,372.0,,116.0,18.0,94.0,70.0,127.0,693.0,2023-07-23 16:18:40.000,1.7,28.0,53.0,28,True,17087.0,15583.0,configargparse,conda-forge/configargparse,,,4246811.0,https://pypi.org/project/configargparse,4225769.0,https://anaconda.org/conda-forge/configargparse,2023-07-23 18:50:20.218,799605.0,3.0,,2023-07-23 16:20:03.000,1504.0,,,,,,,,,,,,,,,,, +252,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,,105.0,27.0,126.0,66.0,96.0,687.0,2020-05-31 23:52:03.000,2.6,17.0,55.0,28,False,11445.0,10207.0,parsedatetime,conda-forge/parsedatetime,,,6721234.0,https://pypi.org/project/parsedatetime,6719165.0,https://anaconda.org/conda-forge/parsedatetime,2023-06-16 13:20:07.222,188338.0,3.0,,2020-05-31 23:50:56.000,1238.0,,,,,,,,,,,,,,,,, +253,hickle,telegraphic/hickle,a HDF5-based python pickle replacement.,,serialization,https://github.com/telegraphic/hickle,https://github.com/telegraphic/hickle,MIT,2012-05-28 09:04:16.000,2024-03-31 08:25:38.000,2024-03-31 08:03:49,519.0,27.0,71.0,22.0,73.0,8.0,106.0,479.0,2024-03-31 15:34:24.000,5.0.3,40.0,26.0,28,True,807.0,716.0,hickle,conda-forge/hickle,,,62939.0,https://pypi.org/project/hickle,50744.0,https://anaconda.org/conda-forge/hickle,2024-02-14 15:49:17.521,24391.0,3.0,,2024-03-30 09:15:05.000,91.0,,,,,,,,,,,,,,,,, +254,srsly,explosion/srsly,"Modern high-performance serialization utilities for Python (JSON, MessagePack, Pickle).",,serialization,https://github.com/explosion/srsly,https://github.com/explosion/srsly,MIT,2018-12-01 03:21:56.000,2024-01-10 21:26:02.000,2023-11-03 14:34:52,308.0,,31.0,9.0,78.0,4.0,25.0,407.0,2023-09-22 06:17:50.000,2.4.8,41.0,15.0,28,True,42134.0,41835.0,srsly,conda-forge/srsly,,,6360096.0,https://pypi.org/project/srsly,6329145.0,https://anaconda.org/conda-forge/srsly,2023-09-25 15:16:18.183,1423764.0,3.0,,2023-09-22 06:16:00.000,299.0,,,,,,,,,,,,,,,,, +255,StaticFrame,InvestmentSystems/static-frame,Immutable and statically-typeable DataFrames with runtime type and data validation.,,data-containers,https://github.com/static-frame/static-frame,https://github.com/static-frame/static-frame,MIT,2018-01-03 15:07:52.000,2024-03-30 11:09:26.000,2024-03-26 21:12:36,7248.0,244.0,33.0,10.0,289.0,44.0,579.0,403.0,2024-03-25 01:14:04.000,2.5.1,202.0,22.0,28,True,23.0,21.0,static-frame,conda-forge/static-frame,,,11999.0,https://pypi.org/project/static-frame,5205.0,https://anaconda.org/conda-forge/static-frame,2024-03-25 03:50:39.386,319347.0,3.0,,2024-03-25 01:14:04.000,2.0,,,,,,,,,,,static-frame/static-frame,,,,,, +256,tabulator-py,frictionlessdata/tabulator-py,Python library for reading and writing tabular data via streams.,,data-loading,https://github.com/frictionlessdata/tabulator-py,https://github.com/frictionlessdata/tabulator-py,MIT,2015-08-24 05:34:38.000,2023-06-16 13:23:28.967,2021-03-22 13:33:48,657.0,,42.0,21.0,162.0,,178.0,235.0,2023-12-02 01:27:27.146,0.3.2,142.0,27.0,28,False,1392.0,1319.0,tabulator,conda-forge/tabulator-py,,,187754.0,https://pypi.org/project/tabulator,187089.0,https://anaconda.org/conda-forge/tabulator-py,2023-06-16 13:23:28.967,54569.0,3.0,,2021-03-21 07:47:00.000,73.0,,,,,,,,,,,,,,,,, +257,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,,45.0,29.0,53.0,9.0,35.0,204.0,2022-01-26 14:38:48.000,4.1.0,18.0,19.0,28,False,14782.0,14360.0,ordered-set,conda-forge/ordered-set,,,14936014.0,https://pypi.org/project/ordered-set,14931026.0,https://anaconda.org/conda-forge/ordered-set,2023-06-16 13:16:17.227,478929.0,3.0,,2022-01-26 14:38:48.000,422.0,,,,,,,,,,,,,,,,, +258,textract,deanmalmgren/textract,extract text from any document. no muss. no fuss.,,data-loading,https://github.com/deanmalmgren/textract,https://github.com/deanmalmgren/textract,MIT,2014-07-03 20:36:59.000,2024-04-01 14:04:15.000,2024-03-10 11:53:20,588.0,3.0,559.0,83.0,269.0,125.0,129.0,3756.0,2022-03-10 10:49:30.000,1.6.5,18.0,41.0,27,True,134.0,,textract,conda-forge/textract,,,131985.0,https://pypi.org/project/textract,131732.0,https://anaconda.org/conda-forge/textract,2023-06-16 13:16:57.664,23023.0,3.0,,2022-03-10 10:49:30.000,134.0,,,,,,,,,,,,,,,,, +259,PandaralΒ·lel,nalepae/pandarallel,A simple and efficient tool to parallelize Pandas operations on all availableCPUs.,,data-containers,https://github.com/nalepae/pandarallel,https://github.com/nalepae/pandarallel,BSD-3-Clause,2019-03-10 11:58:29.000,2024-02-16 08:07:35.000,2024-02-16 08:07:34,193.0,2.0,197.0,26.0,53.0,83.0,129.0,3471.0,2023-05-02 20:45:04.130,1.6.5,41.0,26.0,27,True,51.0,,pandarallel,conda-forge/pandarallel,"['pandas', 'jupyter']",,655464.0,https://pypi.org/project/pandarallel,653002.0,https://anaconda.org/conda-forge/pandarallel,2023-06-16 19:26:14.698,83708.0,3.0,,2023-05-02 20:45:04.130,51.0,,,,,,,,,,,,,,,,, +260,swifter,jmcarpenter2/swifter,A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner.,,data-containers,https://github.com/jmcarpenter2/swifter,https://github.com/jmcarpenter2/swifter,MIT,2018-04-07 21:37:19.000,2024-03-20 17:02:58.000,2024-03-14 17:58:34,495.0,2.0,101.0,30.0,84.0,19.0,128.0,2450.0,2023-07-31 18:46:53.000,1.4.0,86.0,18.0,27,True,1323.0,1277.0,swifter,conda-forge/swifter,['pandas'],,490325.0,https://pypi.org/project/swifter,483386.0,https://anaconda.org/conda-forge/swifter,2023-07-31 21:42:18.659,319208.0,3.0,,2023-07-31 18:46:53.000,46.0,,,,,,,,,,,,,,,,, +261,PyFunctional,EntilZha/PyFunctional,Python library for creating data pipelines with chain functional programming.,,data-pipelines,https://github.com/EntilZha/PyFunctional,https://github.com/EntilZha/PyFunctional,MIT,2015-02-05 17:17:51.000,2024-03-13 17:37:15.000,2024-03-13 17:37:14,539.0,2.0,134.0,49.0,64.0,14.0,124.0,2319.0,2024-03-13 17:36:36.000,1.5.0,15.0,31.0,27,True,798.0,771.0,pyfunctional,,,,183580.0,https://pypi.org/project/pyfunctional,183580.0,,,,3.0,,2024-03-13 17:36:36.000,27.0,,,,,,,,,,,,,,,,, +262,Phoenix,wxWidgets/Phoenix,"wxPythons Project Phoenix. A new implementation of wxPython, better, stronger, faster than he was before.",,gui-dev,https://github.com/wxWidgets/Phoenix,https://github.com/wxWidgets/Phoenix,wxWindows,2012-07-17 06:22:25.000,2024-03-29 19:00:36.000,2024-03-21 21:56:11,5672.0,19.0,501.0,104.0,960.0,625.0,977.0,2167.0,2023-06-08 01:40:26.000,wxPython-4.2.1,14.0,138.0,27,False,76.0,,wx,conda-forge/wxpython,,4039.0,18659.0,https://pypi.org/project/wx,,https://anaconda.org/conda-forge/wxpython,2024-03-21 16:49:35.336,781395.0,3.0,,2016-08-17 03:22:15.000,76.0,,,,,,,,,,,,,,,,, +263,gin-config,google/gin-config,Gin provides a lightweight configuration framework for Python.,,configuration,https://github.com/google/gin-config,https://github.com/google/gin-config,Apache-2.0,2018-06-27 20:21:12.000,2024-02-05 23:05:26.000,2024-02-05 23:05:20,157.0,1.0,110.0,22.0,112.0,42.0,42.0,1983.0,,,3.0,24.0,27,True,8132.0,8132.0,gin-config,conda-forge/gin-config,,,312371.0,https://pypi.org/project/gin-config,311856.0,https://anaconda.org/conda-forge/gin-config,2023-06-16 19:19:13.290,24228.0,3.0,,,,,,,,,,,,,,,,,,,, +264,retrying,rholder/retrying,"Retrying is an Apache 2.0 licensed general-purpose retrying library, written in Python, to simplify the task of adding..",,utilities,https://github.com/rholder/retrying,https://github.com/rholder/retrying,Apache-2.0,2013-01-22 06:13:26.000,2023-06-16 13:16:57.052,2016-06-07 04:02:12,95.0,,158.0,29.0,48.0,51.0,14.0,1904.0,2022-11-25 09:59:05.174,1.3.4,12.0,15.0,27,False,2311.0,,retrying,conda-forge/retrying,,,11932833.0,https://pypi.org/project/retrying,11914963.0,https://anaconda.org/conda-forge/retrying,2023-06-16 13:16:57.052,1626239.0,3.0,,2022-11-25 09:59:05.174,2311.0,,,,,,,,,,,,,,,,, +265,asyncer,tiangolo/asyncer,"Asyncer, async and await, focused on developer experience.",,async,https://github.com/tiangolo/asyncer,https://github.com/tiangolo/asyncer,MIT,2022-01-04 21:14:39.000,2024-04-02 12:49:39.000,2024-04-02 01:58:32,182.0,32.0,45.0,16.0,133.0,15.0,4.0,1417.0,2024-02-22 15:43:56.000,0.0.5,6.0,15.0,27,True,3552.0,3473.0,asyncer,conda-forge/asyncer,,,160789.0,https://pypi.org/project/asyncer,160525.0,https://anaconda.org/conda-forge/asyncer,2024-01-28 21:23:46.571,7144.0,3.0,,2024-02-22 15:43:56.000,79.0,,,,,,,,,,,,,,,,, +266,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,,175.0,49.0,33.0,59.0,25.0,1294.0,2016-04-20 21:52:36.000,0.7.3,31.0,15.0,27,False,2899.0,2802.0,pandasql,conda-forge/pandasql,['pandas'],,1624376.0,https://pypi.org/project/pandasql,1610899.0,https://anaconda.org/conda-forge/pandasql,2023-06-16 19:26:22.929,458230.0,3.0,,2016-04-20 21:52:36.000,97.0,,,,,,,,,,,,,,,,, +267,Singer,singer-io/getting-started,"Standard for moving data between databases, web APIs, files, queues, and just about anything else you can think of.",,data-loading,https://github.com/singer-io/getting-started,https://github.com/singer-io/getting-started,AGPL-3.0,2016-10-31 16:53:56.000,2024-03-19 17:59:19.000,2021-04-29 14:20:17,188.0,,145.0,45.0,53.0,20.0,19.0,1224.0,2024-03-19 17:59:19.000,6.0.1,108.0,26.0,27,False,359.0,,singer-python,,,,603123.0,https://pypi.org/project/singer-python,603123.0,,,,3.0,,2024-03-19 17:59:19.000,359.0,,,,,,,,,,,,,,,,, +268,janus,aio-libs/janus,Thread-safe asyncio-aware queue for Python.,,data-structures,https://github.com/aio-libs/janus,https://github.com/aio-libs/janus,Apache-2.0,2015-06-08 15:45:28.000,2024-03-25 04:38:57.000,2024-03-25 04:38:57,744.0,27.0,43.0,23.0,583.0,9.0,33.0,777.0,2021-12-17 09:06:26.000,1.0.0,18.0,26.0,27,True,120.0,,janus,conda-forge/janus,,,828788.0,https://pypi.org/project/janus,828481.0,https://anaconda.org/conda-forge/janus,2023-06-16 16:15:48.451,17843.0,3.0,,2021-12-17 09:00:32.000,120.0,,,,,,,,,,,,,,,,, +269,pysimdjson,TkTech/pysimdjson,Python bindings for the simdjson project.,,serialization,https://github.com/TkTech/pysimdjson,https://github.com/TkTech/pysimdjson,MIT,2019-02-22 03:26:04.000,2024-02-06 14:42:12.055,2024-02-05 18:11:24,289.0,5.0,52.0,9.0,31.0,9.0,78.0,628.0,2024-02-06 05:16:52.000,6.0.2,36.0,14.0,27,True,1323.0,1297.0,pysimdjson,conda-forge/pysimdjson,,,977947.0,https://pypi.org/project/pysimdjson,975912.0,https://anaconda.org/conda-forge/pysimdjson,2024-02-06 14:42:12.055,85472.0,3.0,,2024-02-06 05:16:52.000,26.0,,,,,,,,,,,,,,,,, +270,HappyBase,python-happybase/happybase,A developer-friendly Python library to interact with Apache HBase.,,db-clients,https://github.com/python-happybase/happybase,https://github.com/python-happybase/happybase,MIT,2012-05-20 20:06:10.000,2023-12-04 07:22:12.000,2023-12-04 07:22:12,287.0,,160.0,35.0,50.0,31.0,184.0,609.0,2019-05-14 14:17:26.000,1.2.0,12.0,21.0,27,True,1072.0,838.0,happybase,conda-forge/happybase,,,53586.0,https://pypi.org/project/happybase,51879.0,https://anaconda.org/conda-forge/happybase,2023-06-16 13:16:41.411,160519.0,3.0,,2019-05-14 14:17:26.000,234.0,,,,,,,,,,,,,,,,, +271,dataclasses,ericvsmith/dataclasses,A backport of the dataclasses module for Python 3.6.,,compatibility,https://github.com/ericvsmith/dataclasses,https://github.com/ericvsmith/dataclasses,Apache-2.0,2017-05-19 20:46:27.000,2023-06-16 16:08:32.190,2022-03-22 00:57:51,290.0,,55.0,12.0,49.0,9.0,116.0,581.0,,,8.0,12.0,27,False,63945.0,61533.0,dataclasses,conda-forge/dataclasses,,,14540413.0,https://pypi.org/project/dataclasses,14375904.0,https://anaconda.org/conda-forge/dataclasses,2023-06-16 16:08:32.190,11680154.0,3.0,,2020-11-13 14:40:29.000,2412.0,,,,,,,,,,,,,,,,, +272,cachier,shaypal5/cachier,"Persistent, stale-free, local and cross-machine caching for Python functions.",,caching,https://github.com/python-cachier/cachier,https://github.com/python-cachier/cachier,MIT,2016-08-24 13:34:12.000,2024-04-02 07:55:36.000,2024-04-02 07:55:13,319.0,61.0,59.0,9.0,129.0,20.0,59.0,507.0,2024-02-26 22:15:41.000,3.0.0,58.0,19.0,27,True,478.0,447.0,cachier,,,16.0,74786.0,https://pypi.org/project/cachier,74786.0,,,,3.0,,2024-02-26 22:15:41.000,31.0,,,,,,,,,,,python-cachier/cachier,,,,,, +273,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,,124.0,13.0,94.0,22.0,172.0,479.0,2022-08-26 08:40:12.000,1.6.3,6.0,54.0,27,True,4994.0,4994.0,pylibmc,conda-forge/pylibmc,,585.0,297198.0,https://pypi.org/project/pylibmc,291995.0,https://anaconda.org/conda-forge/pylibmc,2023-09-26 12:45:17.548,217310.0,3.0,,,,,,,,,,,,,,,,,,,, +274,configobj,DiffSK/configobj,Python 3+ compatible port of the configobj library.,,configuration,https://github.com/DiffSK/configobj,https://github.com/DiffSK/configobj,BSD-3-Clause,2014-01-14 02:30:17.000,2024-01-27 16:32:16.000,2023-01-18 22:27:43,225.0,,73.0,19.0,88.0,58.0,96.0,309.0,2023-01-19 17:59:27.000,5.0.8,3.0,8.0,27,False,34541.0,34541.0,configobj,conda-forge/configobj,,532.0,3208440.0,https://pypi.org/project/configobj,3197121.0,https://anaconda.org/conda-forge/configobj,2023-06-16 16:09:17.495,780765.0,3.0,,,,,,,,,,,,,,,,,,,, +275,Send2Trash,arsenetar/send2trash,Python library to natively send files to Trash (or Recycle bin) on all platforms.,,others,https://github.com/arsenetar/send2trash,https://github.com/arsenetar/send2trash,BSD-3-Clause,2013-07-19 22:13:14.000,2024-03-28 06:17:38.000,2024-03-28 06:17:37,168.0,4.0,40.0,8.0,31.0,28.0,31.0,257.0,2023-04-27 05:31:58.000,1.8.2,18.0,17.0,27,True,2827.0,,send2trash,conda-forge/send2trash,,,20142979.0,https://pypi.org/project/send2trash,19965600.0,https://anaconda.org/conda-forge/send2trash,2023-06-16 16:07:35.575,13303432.0,3.0,,2023-04-27 05:31:41.626,2827.0,,,,,,,,,,,,,,,,, +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,,51.0,11.0,28.0,7.0,67.0,232.0,2022-10-31 21:42:18.266,3.4.0,25.0,19.0,27,False,47583.0,39581.0,futures,conda-forge/futures,,,7077106.0,https://pypi.org/project/futures,7063315.0,https://anaconda.org/conda-forge/futures,2023-06-16 13:22:39.764,1268849.0,3.0,,2022-10-31 21:42:18.266,8002.0,,,,,,,,,,,,,,,,, +277,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,,55.0,104.0,266.0,,248.0,163.0,2021-08-26 11:18:59.000,2.15.0,47.0,32.0,27,False,2540.0,2247.0,cloudant,conda-forge/cloudant,,,126179.0,https://pypi.org/project/cloudant,124960.0,https://anaconda.org/conda-forge/cloudant,2023-06-16 13:24:16.388,110936.0,3.0,,2021-08-26 11:14:04.000,293.0,,,,,,,,,,,,,,,,, +278,filedepot,amol-/depot,Toolkit for storing files and attachments in web applications.,,db-clients,https://github.com/amol-/depot,https://github.com/amol-/depot,MIT,2014-06-04 10:27:12.000,2024-02-22 21:48:13.000,2024-02-22 21:33:20,306.0,12.0,43.0,8.0,40.0,7.0,39.0,155.0,2024-02-22 21:48:13.000,0.11.0,26.0,21.0,27,True,1096.0,1047.0,filedepot,,,,13551.0,https://pypi.org/project/filedepot,13551.0,,,,3.0,,2024-02-22 21:48:13.000,49.0,,,,,,,,,,,,,,,,, +279,pathlib2,jazzband/pathlib2,Backport of pathlib aiming to support the full stdlib Python API.,,compatibility,https://github.com/jazzband/pathlib2,https://github.com/jazzband/pathlib2,MIT,2014-10-18 08:28:33.000,2023-09-29 07:38:26.000,2023-07-06 18:56:38,494.0,,31.0,8.0,47.0,7.0,36.0,80.0,2022-02-08 12:42:21.000,2.3.7,15.0,16.0,27,False,63852.0,59517.0,pathlib2,conda-forge/pathlib2,,,8174266.0,https://pypi.org/project/pathlib2,8109138.0,https://anaconda.org/conda-forge/pathlib2,2023-09-23 10:48:23.469,2670286.0,3.0,,2022-02-10 18:01:07.000,4335.0,,,,,,,,,,,,,,,,, +280,powerline-shell,b-ryan/powerline-shell,A beautiful and useful prompt for your shell.,,others,https://github.com/b-ryan/powerline-shell,https://github.com/b-ryan/powerline-shell,MIT,2012-09-09 16:12:53.000,2024-03-19 14:08:57.000,2022-09-22 18:12:11,588.0,,744.0,148.0,299.0,119.0,176.0,6174.0,2018-09-16 00:34:48.000,0.7.0,26.0,89.0,26,False,119.0,115.0,powerline-shell,,,,1889.0,https://pypi.org/project/powerline-shell,1889.0,,,,3.0,,2018-09-16 00:34:48.000,4.0,,,,,,,,,,,,,,,,, +281,enaml,nucleic/enaml,Declarative User Interfaces for Python.,,gui-dev,https://github.com/nucleic/enaml,https://github.com/nucleic/enaml,,2013-03-06 21:29:01.000,2024-03-23 19:59:28.000,2024-02-12 10:58:02,2739.0,4.0,134.0,50.0,307.0,45.0,195.0,1509.0,2023-11-20 17:38:11.000,0.17.0,28.0,39.0,26,False,311.0,228.0,enaml,conda-forge/enaml,,774.0,7948.0,https://pypi.org/project/enaml,4425.0,https://anaconda.org/conda-forge/enaml,2023-11-20 21:08:49.218,161620.0,3.0,,2023-11-20 17:25:19.000,83.0,,,,,,,,,,,,,,,,, +282,parallel-ssh,ParallelSSH/parallel-ssh,Asynchronous parallel SSH client library.,,infrastructure,https://github.com/ParallelSSH/parallel-ssh,https://github.com/ParallelSSH/parallel-ssh,LGPL-2.1,2012-12-24 14:45:36.000,2024-03-07 09:16:11.000,2022-08-23 07:13:04,536.0,,147.0,41.0,127.0,29.0,203.0,1176.0,2022-08-20 11:25:27.669,2.12.0,100.0,19.0,26,False,270.0,236.0,parallel-ssh,,,377.0,171679.0,https://pypi.org/project/parallel-ssh,171676.0,,,,3.0,,2022-08-20 11:25:27.669,34.0,,,,,,,,,,,,,,,,, +283,path,jaraco/path,Object-oriented file system path manipulation.,,file-path-utils,https://github.com/jaraco/path,https://github.com/jaraco/path,MIT,2012-04-21 02:59:29.000,2024-04-04 10:30:50.000,2024-04-04 10:30:46,1289.0,40.0,140.0,39.0,85.0,2.0,134.0,1083.0,2024-04-04 10:34:46.000,16.12.1,23.0,54.0,26,True,,,path,conda-forge/path,,,1524030.0,https://pypi.org/project/path,1513233.0,https://anaconda.org/conda-forge/path,2024-02-04 17:21:07.741,507505.0,3.0,,,,,,,,,,,,,,,,,,,, +284,ODMantic,art049/odmantic,Sync and Async ODM (Object Document Mapper) for MongoDB based on python type hints.,,db-clients,https://github.com/art049/odmantic,https://github.com/art049/odmantic,ISC,2020-05-01 13:59:45.000,2024-04-01 04:52:21.000,2024-03-23 16:03:46,554.0,20.0,92.0,19.0,271.0,81.0,87.0,963.0,2024-03-18 04:34:53.000,1.0.1,20.0,19.0,26,True,3243.0,3235.0,odmantic,,,,26302.0,https://pypi.org/project/odmantic,26302.0,,,,3.0,,2024-03-18 04:34:53.000,8.0,,,,,,,,,,,,,,,,, +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,,146.0,61.0,177.0,132.0,122.0,956.0,2018-04-13 07:44:26.000,1.2.1,23.0,33.0,26,False,2494.0,1985.0,bcolz,conda-forge/bcolz,,,9570.0,https://pypi.org/project/bcolz,5566.0,https://anaconda.org/conda-forge/bcolz,2023-06-16 13:23:29.156,344415.0,3.0,,2018-04-13 07:44:26.000,509.0,,,,,,,,,,,,,,,,, +286,python-mss,BoboTiG/python-mss,An ultra fast cross-platform multiple screenshots module in pure Python using ctypes.,,others,https://github.com/BoboTiG/python-mss,https://github.com/BoboTiG/python-mss,MIT,2013-07-01 16:14:08.000,2024-02-27 15:30:42.000,2024-02-27 15:30:27,757.0,7.0,81.0,14.0,136.0,36.0,100.0,951.0,2023-04-20 05:48:03.905,9.0.1,40.0,23.0,26,True,276.0,,mss,conda-forge/python-mss,,,910727.0,https://pypi.org/project/mss,909801.0,https://anaconda.org/conda-forge/python-mss,2023-06-16 19:20:36.872,42635.0,3.0,,2023-04-20 05:48:03.905,276.0,,,,,,,,,,,,,,,,, +287,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,,91.0,16.0,26.0,,67.0,489.0,2018-12-21 10:20:02.000,0.5.1,23.0,25.0,26,False,4722.0,4450.0,pyscreenshot,,,,300922.0,https://pypi.org/project/pyscreenshot,300922.0,,,,3.0,,2023-03-12 06:35:43.130,272.0,,,,,,,,,,,,,,,,, +288,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,,64.0,16.0,183.0,44.0,157.0,442.0,2021-12-23 08:52:40.000,3.1.0,53.0,15.0,26,False,19426.0,19410.0,umongo,conda-forge/umongo,,,50386.0,https://pypi.org/project/umongo,50186.0,https://anaconda.org/conda-forge/umongo,2023-06-16 19:27:25.829,6203.0,3.0,,2021-12-23 08:52:40.000,16.0,,,,,,,,,,,,,,,,, +289,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,,67.0,19.0,45.0,20.0,17.0,204.0,2020-12-28 15:17:57.000,0.7.0,10.0,19.0,26,True,13123.0,,ptyprocess,conda-forge/ptyprocess,,,72689752.0,https://pypi.org/project/ptyprocess,72514773.0,https://anaconda.org/conda-forge/ptyprocess,2023-06-16 13:16:25.404,16798023.0,3.0,,2020-12-28 15:15:28.000,13123.0,,,,,,,,,,,,,,,,, +290,catalogue,explosion/catalogue,Super lightweight function registries for your library.,,others,https://github.com/explosion/catalogue,https://github.com/explosion/catalogue,MIT,2019-11-01 14:09:09.000,2024-03-22 10:33:08.000,2024-03-22 10:21:27,123.0,2.0,21.0,7.0,61.0,4.0,7.0,170.0,2023-09-25 06:35:10.000,2.0.10,27.0,12.0,26,True,38160.0,38067.0,catalogue,conda-forge/catalogue,,,6395527.0,https://pypi.org/project/catalogue,6367855.0,https://anaconda.org/conda-forge/catalogue,2023-09-25 07:27:17.870,1245245.0,3.0,,2023-09-25 06:29:23.000,93.0,,,,,,,,,,,,,,,,, +291,flexx,flexxui/flexx,Write desktop and web apps in pure Python.,,gui-dev,https://github.com/flexxui/flexx,https://github.com/flexxui/flexx,BSD-2-Clause,2014-09-03 08:38:00.000,2024-01-06 22:16:29.000,2024-01-06 22:16:26,1939.0,1.0,260.0,138.0,291.0,91.0,365.0,3207.0,2022-04-12 19:13:11.000,0.8.4,17.0,37.0,25,True,159.0,137.0,flexx,conda-forge/flexx,,,1912.0,https://pypi.org/project/flexx,796.0,https://anaconda.org/conda-forge/flexx,2023-06-16 13:18:01.276,103878.0,3.0,,2022-04-12 19:13:11.000,22.0,,,,,,,,,,,,,,,,, +292,libcloud,apache/libcloud,Apache Libcloud is a Python library which hides differences between different cloud provider APIs and allows you to..,,db-clients,https://github.com/apache/libcloud,https://github.com/apache/libcloud,Apache-2.0,2009-12-11 09:00:14.000,2024-03-28 15:01:34.000,2023-12-03 10:50:26,9954.0,,860.0,85.0,1792.0,80.0,124.0,2003.0,,,,475.0,25,True,,,apache-libcloud,,,,266425.0,https://pypi.org/project/apache-libcloud,266425.0,,,,3.0,,,,,,,,,,,,,,,-7.0,,,,, +293,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,,171.0,42.0,218.0,88.0,274.0,1943.0,2022-05-02 09:26:12.000,2.4.16,50.0,47.0,25,False,,,fs,conda-forge/fs,,,2679700.0,https://pypi.org/project/fs,2670683.0,https://anaconda.org/conda-forge/fs,2023-06-16 13:24:46.417,712362.0,3.0,,,,,,,,,,,,,,,,,,,, +294,bonobo,python-bonobo/bonobo,Extract Transform Load for Python 3.5+.,,data-pipelines,https://github.com/python-bonobo/bonobo,https://github.com/python-bonobo/bonobo,Apache-2.0,2016-12-09 04:03:23.000,2023-05-12 06:19:51.000,2021-03-10 15:44:00,981.0,,142.0,58.0,248.0,95.0,109.0,1572.0,2019-05-16 13:19:48.000,0.6.4,38.0,37.0,25,False,202.0,169.0,bonobo,,,,34766.0,https://pypi.org/project/bonobo,34766.0,,,,3.0,,2019-07-20 13:33:19.000,33.0,,,,,,,,,,,,,,,http://docs.bonobo-project.org/en/master/,, +295,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,,98.0,40.0,42.0,25.0,47.0,1520.0,2022-01-06 15:32:49.000,0.4.9,36.0,13.0,25,False,130.0,119.0,pypeln,conda-forge/pypeln,,,450945.0,https://pypi.org/project/pypeln,450615.0,https://anaconda.org/conda-forge/pypeln,2023-06-16 19:20:56.548,14873.0,3.0,,2022-01-06 15:32:39.000,11.0,,,,,,,,,,,,,,,,, +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,,221.0,103.0,174.0,71.0,264.0,1490.0,2022-01-10 21:46:17.000,4.1.2,50.0,45.0,25,False,91.0,64.0,streamparse,,,,2395.0,https://pypi.org/project/streamparse,2395.0,,,,3.0,,2022-01-10 21:45:00.244,27.0,,,,,,,,,,,,,,,,, +297,Optimus,hi-primus/optimus,"Agile Data Preparation Workflows madeeasy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark.",,data-pipelines,https://github.com/hi-primus/optimus,https://github.com/hi-primus/optimus,Apache-2.0,2017-07-13 02:31:18.000,2024-04-01 14:09:29.000,2023-05-19 04:32:00,6411.0,,229.0,38.0,1051.0,9.0,209.0,1436.0,2020-07-19 03:22:09.765,2.2.32,87.0,26.0,25,True,,,optimuspyspark,,['spark'],,11524.0,https://pypi.org/project/optimuspyspark,11524.0,,,,3.0,,2020-07-19 03:22:09.765,,,,,,,,,,,,,,,,,, +298,fabtools,fabtools/fabtools,Tools for writing awesome Fabric files.,,infrastructure,https://github.com/fabtools/fabtools,https://github.com/fabtools/fabtools,BSD-2-Clause,2011-09-05 01:44:24.000,2019-12-13 07:52:20.000,2019-09-16 09:19:00,939.0,,218.0,44.0,231.0,104.0,64.0,1251.0,2016-10-12 10:37:57.000,0.20.0,30.0,88.0,25,False,493.0,304.0,fabtools,,,,1160.0,https://pypi.org/project/fabtools,1160.0,,,,3.0,,2016-10-12 10:37:57.000,189.0,,,,,,,,,,,,,,,,, +299,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,,54.0,21.0,70.0,9.0,37.0,1092.0,2023-08-14 23:38:46.000,0.20,20.0,16.0,25,True,6667.0,6542.0,immutables,conda-forge/immutables,,,1149182.0,https://pypi.org/project/immutables,1128511.0,https://anaconda.org/conda-forge/immutables,2023-09-25 13:12:03.475,971563.0,3.0,,2023-08-14 23:38:52.000,125.0,,,,,,,,,,,,,,,,, +300,beaker,bbangert/beaker,WSGI middleware for sessions and caching.,,caching,https://github.com/bbangert/beaker,https://github.com/bbangert/beaker,,2011-10-16 17:48:39.000,2024-03-20 20:17:53.000,2024-03-20 20:17:52,820.0,2.0,138.0,25.0,108.0,68.0,60.0,512.0,2023-02-04 16:24:36.000,1.12.1,8.0,91.0,25,False,5230.0,5230.0,beaker,conda-forge/beaker,,,304457.0,https://pypi.org/project/beaker,303597.0,https://anaconda.org/conda-forge/beaker,2023-06-16 13:22:23.807,73172.0,3.0,,,,,,,,,,,,,,,,,,,, +301,Pandas Summary,polyaxon/datatile,"Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.",,data-containers,https://github.com/polyaxon/traceml,https://github.com/polyaxon/traceml,Apache-2.0,2016-03-25 21:59:32.000,2024-03-31 22:02:32.000,2024-03-31 22:02:11,9953.0,5.0,43.0,14.0,10.0,6.0,8.0,490.0,2021-11-25 22:52:42.000,0.2.0,10.0,99.0,25,True,57.0,,pandas-summary,,['pandas'],,93665.0,https://pypi.org/project/pandas-summary,93665.0,,,,3.0,,2021-11-25 22:52:42.000,57.0,,,,,,,,,,,polyaxon/traceml,,,,,, +302,typing_inspect,ilevkivskyi/typing_inspect,Runtime inspection utilities for Python typing module.,,inspect,https://github.com/ilevkivskyi/typing_inspect,https://github.com/ilevkivskyi/typing_inspect,MIT,2017-04-29 15:49:25.000,2023-09-26 18:42:07.000,2023-05-24 20:24:04,76.0,,31.0,11.0,51.0,21.0,35.0,332.0,2023-05-24 20:27:04.117,0.9.0,12.0,17.0,25,True,407.0,,typing_inspect,conda-forge/typing_inspect,,,32220726.0,https://pypi.org/project/typing_inspect,32191566.0,https://anaconda.org/conda-forge/typing_inspect,2023-06-03 19:24:43.068,1749648.0,3.0,,2023-05-24 20:27:04.117,407.0,,,,,,,,,,,,,,,,, +303,everett,willkg/everett,configuration library for python projects.,,configuration,https://github.com/willkg/everett,https://github.com/willkg/everett,MPL-2.0,2016-08-01 19:20:54.000,2024-04-02 11:49:01.000,2024-04-02 11:48:53,375.0,5.0,32.0,7.0,142.0,4.0,83.0,147.0,2023-11-06 17:12:50.000,3.3.0,20.0,8.0,25,True,1213.0,1168.0,everett,conda-forge/everett,,,144843.0,https://pypi.org/project/everett,143457.0,https://anaconda.org/conda-forge/everett,2023-11-06 18:31:38.869,58235.0,3.0,,2023-11-06 17:12:50.000,45.0,,,,,,,,,,,,,,,,, +304,entrypoints,takluyver/entrypoints,Discover and load entry points from installed packages.,,inspect,https://github.com/takluyver/entrypoints,https://github.com/takluyver/entrypoints,MIT,2015-05-02 18:12:08.000,2023-06-16 13:20:57.203,2022-02-02 21:29:14,74.0,,26.0,7.0,24.0,4.0,21.0,72.0,2017-06-08 10:55:15.000,0.2.3,7.0,11.0,25,False,8040.0,,entrypoints,conda-forge/entrypoints,,,17801950.0,https://pypi.org/project/entrypoints,17607514.0,https://anaconda.org/conda-forge/entrypoints,2023-06-16 13:20:57.203,18665860.0,3.0,,2022-02-02 21:30:26.000,8040.0,,,,,,,,,,,,,,,,, +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,,2016-02-23 08:51:49.209,2024-01-01 17:27:41.000,2022-03-24 15:54:18,171.0,,15.0,8.0,27.0,7.0,22.0,37.0,2021-06-27 06:37:57.000,21.6.0,7.0,16.0,25,False,76076.0,76076.0,contextlib2,conda-forge/contextlib2,,,24632757.0,https://pypi.org/project/contextlib2,24620389.0,https://anaconda.org/conda-forge/contextlib2,2023-06-16 13:15:19.491,1212105.0,3.0,,,,,,,,,,,,,,,,,,,, +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 18:30:39.000,2023-07-04 13:56:26.613,2018-08-07 19:46:34,339.0,,170.0,85.0,81.0,22.0,82.0,3935.0,2018-08-24 22:08:05.000,0.7.0,17.0,30.0,24,False,145.0,68.0,storm,,,,3015.0,https://pypi.org/project/storm,3015.0,,,,3.0,,2023-07-04 13:56:26.613,77.0,,,,,,,,,,,,,,,,, +307,python-box,cdgriffith/Box,Python dictionaries with advanced dot notation access.,,data-structures,https://github.com/cdgriffith/Box,https://github.com/cdgriffith/Box,MIT,2017-03-11 04:46:51.000,2023-10-01 20:08:36.105,2023-08-26 14:44:06,51.0,,104.0,35.0,101.0,22.0,140.0,2349.0,2023-08-26 14:45:52.000,7.1.1,63.0,1.0,24,True,372.0,,python-box,conda-forge/python-box,,39.0,3088228.0,https://pypi.org/project/python-box,3076613.0,https://anaconda.org/conda-forge/python-box,2023-10-01 20:08:36.105,522683.0,3.0,,2023-08-26 14:45:52.000,372.0,,,,,,,,,,,,,,,,, +308,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,,2018-04-18 06:03:24.000,2024-01-30 09:45:56.000,2024-01-12 18:17:04,1027.0,1.0,60.0,22.0,110.0,95.0,78.0,1818.0,,,11.0,23.0,24,False,1464.0,1464.0,glom,conda-forge/glom,,,2090976.0,https://pypi.org/project/glom,2090278.0,https://anaconda.org/conda-forge/glom,2023-11-27 03:39:19.967,30752.0,3.0,,,,,,,,,,,,,,,,,,,, +309,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,,95.0,32.0,24.0,27.0,10.0,1345.0,2021-12-15 14:38:46.326,0.10.1,14.0,11.0,24,False,199.0,177.0,pinject,conda-forge/pinject,,,71587.0,https://pypi.org/project/pinject,71423.0,https://anaconda.org/conda-forge/pinject,2023-06-16 19:27:30.161,5102.0,3.0,,2021-12-15 14:38:46.326,22.0,,,,,,,,,,,,,,,,, +310,pluginbase,mitsuhiko/pluginbase,A simple but flexible plugin system for Python.,,others,https://github.com/mitsuhiko/pluginbase,https://github.com/mitsuhiko/pluginbase,BSD-3-Clause,2014-06-30 20:51:42.000,2023-06-16 16:13:34.708,2021-05-16 16:12:48,56.0,,145.0,42.0,10.0,3.0,12.0,1078.0,2021-05-16 16:25:40.000,1.0.1,9.0,9.0,24,False,2453.0,2281.0,pluginbase,conda-forge/pluginbase,,,720427.0,https://pypi.org/project/pluginbase,716361.0,https://anaconda.org/conda-forge/pluginbase,2023-06-16 16:13:34.708,304984.0,3.0,,2021-05-16 16:25:40.000,172.0,,,,,,,,,,,,,,,,, +311,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,,144.0,10.0,22.0,29.0,19.0,708.0,2018-12-17 18:55:49.000,2.2.1,11.0,8.0,24,False,3601.0,3344.0,ratelimit,conda-forge/ratelimit,,,6662410.0,https://pypi.org/project/ratelimit,6662041.0,https://anaconda.org/conda-forge/ratelimit,2023-06-16 19:24:24.060,14397.0,3.0,,2018-12-17 18:55:49.000,257.0,,,,,,,,,,,,,,,,, +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 21:14:57.000,2024-03-29 18:39:33.000,2024-03-29 18:39:30,1443.0,11.0,42.0,17.0,137.0,2.0,13.0,707.0,2024-03-20 18:41:57.000,1.3.5,73.0,4.0,24,True,66.0,,ubelt,conda-forge/ubelt,,,20906.0,https://pypi.org/project/ubelt,18612.0,https://anaconda.org/conda-forge/ubelt,2024-03-20 20:04:14.360,71116.0,3.0,,2024-03-20 18:17:57.000,66.0,,,,,,,,,,,,4.0,,,,, +313,messytables,okfn/messytables,Tools for parsing messy tabular data. This is now superseded by https://github.com/frictionlessdata/tabulator-py.,,data-loading,https://github.com/okfn/messytables,https://github.com/okfn/messytables,MIT,2011-07-27 18:08:21.000,2023-05-22 21:34:25.000,2019-11-13 07:35:33,601.0,,109.0,45.0,111.0,41.0,55.0,390.0,2017-02-09 12:37:47.000,0.15.2,26.0,44.0,24,False,423.0,299.0,messytables,,,,12603.0,https://pypi.org/project/messytables,12603.0,,,,3.0,,2017-02-09 12:37:47.000,124.0,,,,,,,,,,,,,,,,, +314,aiomisc,aiokitchen/aiomisc,aiomisc - miscellaneous utils for asyncio.,,async,https://github.com/aiokitchen/aiomisc,https://github.com/aiokitchen/aiomisc,MIT,2018-04-13 14:33:37.000,2024-03-14 13:19:12.000,2024-03-14 13:18:25,966.0,21.0,25.0,18.0,181.0,6.0,18.0,362.0,2024-03-14 13:19:12.000,17.5.4,265.0,19.0,24,True,397.0,358.0,aiomisc,,,,18760.0,https://pypi.org/project/aiomisc,18760.0,,,,3.0,,2024-03-14 13:19:12.000,39.0,,,,,,,,,,,,,,,,, +315,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,,136.0,53.0,60.0,,90.0,313.0,2018-02-16 12:44:36.000,0.3.4,8.0,10.0,24,False,221.0,199.0,pyhdb,,,108.0,350720.0,https://pypi.org/project/pyhdb,350719.0,,,,3.0,,2018-02-16 12:37:13.000,22.0,,,,,,,,,,,,,,,,, +316,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,,57.0,21.0,14.0,16.0,24.0,266.0,2021-09-24 05:09:00.400,0.3.7,17.0,10.0,24,False,943.0,856.0,deepdish,conda-forge/deepdish,,,23022.0,https://pypi.org/project/deepdish,21973.0,https://anaconda.org/conda-forge/deepdish,2023-06-16 13:19:04.224,93419.0,3.0,,2021-09-24 05:09:00.400,87.0,,,,,,,,,,,,,,,,, +317,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,,,,0.0,,,309.0,1835.0,76.0,2023-07-20 15:14:58.235,2.4.3,105.0,,24,False,8846.0,,openpyxl,openpyxl,,,78216269.0,https://pypi.org/project/openpyxl,78214087.0,https://anaconda.org/anaconda/openpyxl,2023-11-14 16:50:15.522,219234.0,3.0,,2023-07-20 15:14:58.235,8816.0,,,,,openpyxl/openpyxl-ci,,https://hub.docker.com/r/openpyxl/openpyxl-ci,2018-09-13 18:04:17.646261,,1227.0,,,,30.0,https://openpyxl.readthedocs.io/en/stable/,https://foss.heptapod.net/api/graphql::openpyxl/openpyxl,https://foss.heptapod.net/openpyxl/openpyxl +318,TaskTiger,closeio/tasktiger,Python task queue using Redis.,,data-pipelines,https://github.com/closeio/tasktiger,https://github.com/closeio/tasktiger,MIT,2015-05-14 00:26:32.000,2024-03-11 10:51:29.000,2024-03-05 15:50:47,334.0,7.0,81.0,45.0,260.0,47.0,41.0,1343.0,2024-03-05 15:56:18.000,0.19,35.0,30.0,23,True,39.0,29.0,tasktiger,,,,5647.0,https://pypi.org/project/tasktiger,5647.0,,,,3.0,,2024-03-05 15:54:55.000,10.0,,,,,,,,,,,,,,,,, +319,rows,turicas/rows,"A common, beautiful interface to tabular data, no matter the format.",,data-loading,https://github.com/turicas/rows,https://github.com/turicas/rows,LGPL-3.0,2014-05-07 05:43:11.000,2024-03-09 16:08:10.000,2024-03-09 16:07:35,958.0,4.0,135.0,63.0,76.0,167.0,149.0,860.0,2021-12-15 14:50:33.964,0.0.0,10.0,31.0,23,True,196.0,167.0,rows,,,38.0,1051.0,https://pypi.org/project/rows,1051.0,,,,3.0,,2021-12-15 14:50:33.964,29.0,,,,,,,,,,,,,,,,, +320,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,,48.0,9.0,140.0,9.0,21.0,261.0,2022-11-13 18:45:00.900,0.6.2,69.0,10.0,23,False,213.0,205.0,pysparkling,conda-forge/pysparkling,,,12441.0,https://pypi.org/project/pysparkling,12316.0,https://anaconda.org/conda-forge/pysparkling,2023-06-16 19:25:18.270,4640.0,3.0,,2022-11-13 18:45:00.900,8.0,,,,,,,,,,,,,,,,, +321,pyexcel-xlsx,pyexcel/pyexcel-xlsx,"A wrapper library to read, manipulate and write data in xlsx and xlsm format using openpyxl.",,data-loading,https://github.com/pyexcel/pyexcel-xlsx,https://github.com/pyexcel/pyexcel-xlsx,BSD-3-Clause,2014-12-02 00:03:24.000,2023-07-14 10:54:50.000,2020-11-28 22:30:53,264.0,,29.0,7.0,18.0,12.0,25.0,113.0,2020-10-10 13:13:32.000,0.6.0,30.0,4.0,23,False,2923.0,2727.0,pyexcel-xlsx,conda-forge/pyexcel-xlsx,,67.0,224271.0,https://pypi.org/project/pyexcel-xlsx,223917.0,https://anaconda.org/conda-forge/pyexcel-xlsx,2023-06-16 13:23:09.620,27650.0,3.0,,2020-10-10 13:13:32.000,196.0,,,,,,,,,,,,,,,,, +322,clint,kennethreitz-archive/clint,Python Command-line Application Tools.,,cli-helpers,https://github.com/kennethreitz/clint,https://github.com/kennethreitz/clint,ISC,2010-10-12 02:40:00.000,2023-09-22 13:46:56.000,2017-09-02 04:38:47,372.0,,19.0,4.0,113.0,51.0,42.0,94.0,2015-08-25 16:13:43.000,0.5.1,18.0,64.0,23,False,1337.0,,clint,conda-forge/clint,,118.0,98676.0,https://pypi.org/project/clint,98078.0,https://anaconda.org/conda-forge/clint,2023-06-16 13:16:28.082,56846.0,3.0,,2015-08-25 16:11:19.000,1337.0,,,,,,,,,,,kennethreitz/clint,,,,,, +323,grumpy,google/grumpy,Grumpy is a Python to Go source code transcompiler and runtime.,,python-implementations,https://github.com/google/grumpy,https://github.com/google/grumpy,Apache-2.0,2016-12-21 17:49:01.000,2022-01-18 09:01:43.000,2017-11-22 02:08:58,331.0,,657.0,390.0,276.0,81.0,80.0,10558.0,2018-07-24 16:42:00.000,0.3.0,9.0,30.0,22,False,22.0,21.0,grumpy-tools,,,,18.0,https://pypi.org/project/grumpy-tools,18.0,,,,2.0,,2018-07-24 16:42:00.000,1.0,,,,,,,,,,,,,,,,, +324,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,,126.0,65.0,19.0,18.0,15.0,3506.0,2018-12-24 14:09:35.000,0.2.1,3.0,10.0,22,False,414.0,414.0,pampy,,,,41914.0,https://pypi.org/project/pampy,41914.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +325,borb,jorisschellekens/borb,"borb is a library for reading, creating and manipulating PDF files in python.",,data-loading,https://github.com/jorisschellekens/borb,https://github.com/jorisschellekens/borb,,2020-11-07 14:04:37.000,2024-03-21 21:04:06.386,2024-03-19 18:38:23,86.0,3.0,146.0,34.0,13.0,10.0,179.0,3269.0,2024-03-19 18:41:16.000,2.1.22,67.0,1.0,22,False,213.0,213.0,ptext-joris-schellekens,conda-forge/borb,,,1519.0,https://pypi.org/project/ptext-joris-schellekens,,https://anaconda.org/conda-forge/borb,2024-03-21 21:04:06.386,48613.0,3.0,,2021-07-20 11:34:32.000,,,,,,,,,,,,,,,,,, +326,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,,164.0,98.0,31.0,18.0,58.0,3252.0,,,4.0,19.0,22,False,613.0,583.0,macropy3,,,,243.0,https://pypi.org/project/macropy3,243.0,,,,3.0,,2018-05-11 23:17:05.000,30.0,,,,,,,,,,,,,,,,, +327,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,,89.0,38.0,214.0,46.0,58.0,2485.0,2022-09-26 19:13:22.000,pyston_2.3.5,7.0,1036.0,22,False,,,,,,23620.0,674.0,,,,,,2.0,,,,,,,,,,,,,,,,,,,, +328,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,,84.0,46.0,34.0,18.0,11.0,1827.0,2016-02-06 21:56:46.000,0.6.5,27.0,20.0,22,False,208.0,177.0,bashplotlib,,,,4151.0,https://pypi.org/project/bashplotlib,4151.0,,,,3.0,,2016-02-06 21:56:46.000,31.0,,,,,,,,,,,,,,,,, +329,unsync,alex-sherman/unsync,Unsynchronize asyncio.,,async,https://github.com/alex-sherman/unsync,https://github.com/alex-sherman/unsync,MIT,2018-02-06 02:16:16.000,2024-03-16 01:56:02.000,2024-03-16 01:55:55,63.0,1.0,51.0,21.0,20.0,3.0,28.0,866.0,2021-10-21 00:46:56.000,1.4.0,9.0,11.0,22,True,241.0,222.0,unsync,conda-forge/unsync,,,55670.0,https://pypi.org/project/unsync,55401.0,https://anaconda.org/conda-forge/unsync,2023-06-16 19:20:12.238,12398.0,3.0,,2021-10-21 00:46:56.000,19.0,,,,,,,,,,,,,,,,, +330,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,,122.0,13.0,32.0,31.0,42.0,863.0,2019-01-14 18:48:25.000,0.9.2,20.0,15.0,22,True,1745.0,1641.0,pickledb,,,,19462.0,https://pypi.org/project/pickledb,19462.0,,,,3.0,,2019-01-14 18:48:25.000,104.0,,,,,,,,,,,,,,,,, +331,dirty-equals,samuelcolvin/dirty-equals,Doing dirty (but extremely useful) things with equals.,,data-validation,https://github.com/samuelcolvin/dirty-equals,https://github.com/samuelcolvin/dirty-equals,MIT,2022-01-26 16:10:05.000,2023-12-27 08:33:50.000,2023-11-15 05:38:03,126.0,,35.0,12.0,65.0,13.0,19.0,759.0,2023-11-15 04:40:34.000,0.7.1-post0,15.0,16.0,22,True,327.0,296.0,dirty-equals,conda-forge/dirty-equals,,,120941.0,https://pypi.org/project/dirty-equals,119277.0,https://anaconda.org/conda-forge/dirty-equals,2023-11-15 20:33:25.333,41603.0,3.0,,2023-11-15 05:03:24.000,31.0,,,,,,,,,,,,,,,,, +332,dbnd,databand-ai/dbnd,DBND is an agile pipeline framework that helps data engineering teams track and orchestrate their data processes.,,data-pipelines,https://github.com/databand-ai/dbnd,https://github.com/databand-ai/dbnd,Apache-2.0,2020-01-02 10:42:47.000,2024-03-14 15:53:58.000,2024-03-04 07:50:54,3522.0,19.0,34.0,16.0,82.0,1.0,4.0,249.0,,,,78.0,22,True,36.0,36.0,dbnd,,,,221255.0,https://pypi.org/project/dbnd,221255.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +333,docopt-ng,jazzband/docopt-ng,"Humane command line arguments parser. Now with maintenance, typehints, and complete test coverage.",,cli-helpers,https://github.com/jazzband/docopt-ng,https://github.com/jazzband/docopt-ng,MIT,2019-03-26 15:35:29.000,2024-04-02 21:52:01.000,2024-03-29 20:59:55,630.0,2.0,18.0,11.0,35.0,16.0,15.0,152.0,2023-05-30 20:50:42.000,0.9.0,6.0,48.0,22,True,333.0,293.0,docopt-ng,,,,173489.0,https://pypi.org/project/docopt-ng,173489.0,,,,3.0,,2023-05-30 20:48:00.631,40.0,,,,,,,,,,,,,,,,, +334,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,,12.0,5.0,11.0,2.0,7.0,130.0,2023-01-09 22:37:52.868,2.2.0,9.0,3.0,22,False,2333.0,2264.0,coolname,conda-forge/coolname,,,569331.0,https://pypi.org/project/coolname,567192.0,https://anaconda.org/conda-forge/coolname,2023-06-16 19:24:08.971,85582.0,3.0,,2023-01-09 22:37:52.868,69.0,,,,,,,,,,,,,,,,, +335,Click Extra,kdeldycke/click-extra,Extra colorization and configuration loading for Click.,,cli-helpers,https://github.com/kdeldycke/click-extra,https://github.com/kdeldycke/click-extra,GPL-2.0,2021-10-18 08:02:27.000,2024-04-04 12:09:59.000,2024-04-04 11:09:25,1850.0,74.0,5.0,3.0,842.0,20.0,49.0,51.0,2024-02-23 17:22:16.000,4.7.4,69.0,8.0,22,False,72.0,64.0,click-extra,,,246.0,2366.0,https://pypi.org/project/click-extra,2358.0,,,,3.0,,2024-02-23 17:22:02.000,8.0,,,,,,,,,,,,,,,,, +336,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,,554.0,268.0,30.0,1.0,60.0,2693.0,2018-07-27 04:11:36.000,0.5.0,19.0,35.0,21,False,6.0,5.0,dpark,,['spark'],,12.0,https://pypi.org/project/dpark,12.0,,,,3.0,,2018-07-27 04:11:36.000,1.0,,,,,,,,,,,,,,,,, +337,db.py,yhat/db.py,db.py is an easier way to interact with your databases.,,db-clients,https://github.com/yhat/db.py,https://github.com/yhat/db.py,BSD-2-Clause,2014-10-26 15:36:57.000,2021-08-02 12:32:38.000,2017-03-31 14:41:30,233.0,,112.0,50.0,49.0,32.0,22.0,1219.0,2017-03-31 14:41:57.000,0.5.3,35.0,24.0,21,False,28.0,,db.py,,,,921.0,https://pypi.org/project/db.py,921.0,,,,3.0,,2017-03-31 14:41:57.000,28.0,,,,,,,,,,,,,,,,, +338,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,,121.0,59.0,77.0,64.0,120.0,876.0,2018-08-31 16:03:04.000,0.9.10,70.0,40.0,21,False,44.0,32.0,mrq,,,,187.0,https://pypi.org/project/mrq,187.0,,,,3.0,,2018-08-31 16:03:04.000,12.0,,,,,,,,,,,,,,,,, +339,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,,2016-01-21 12:53:34.000,2024-01-30 12:10:45.000,2024-01-30 12:10:45,603.0,4.0,103.0,11.0,116.0,11.0,107.0,468.0,,,12.0,43.0,21,False,,,rsa,conda-forge/rsa,,,182831718.0,https://pypi.org/project/rsa,182686459.0,https://anaconda.org/conda-forge/rsa,2023-06-16 13:14:30.533,13509106.0,3.0,,,,,,,,,,,,,,,-10.0,,,,, +340,PyMODM,mongodb/pymodm,"A Pythonic, object-oriented interface for working with MongoDB.",,db-clients,https://github.com/mongodb/pymodm,https://github.com/mongodb/pymodm,Apache-2.0,2016-03-30 16:24:59.000,2023-06-16 19:18:01.986,2020-10-16 22:20:10,123.0,,67.0,47.0,71.0,2.0,,353.0,2020-04-30 18:54:55.036,0.4.3,8.0,18.0,21,False,719.0,635.0,pymodm,conda-forge/pymodm,,,13515.0,https://pypi.org/project/pymodm,13410.0,https://anaconda.org/conda-forge/pymodm,2023-06-16 19:18:01.986,5266.0,3.0,,2020-04-30 18:54:55.036,84.0,,,,,,,,,,,,,,,,, +341,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,,15.0,12.0,5.0,14.0,43.0,288.0,2021-01-04 03:43:58.000,0.11.1,17.0,7.0,21,False,177.0,171.0,datatest,,,,19407.0,https://pypi.org/project/datatest,19407.0,,,,3.0,,2021-01-04 03:39:40.000,6.0,,,,,,,,,,,,,,,,, +342,Upgini,upgini/upgini,Data search & enrichment library for Machine Learning Easily find and add relevant features to your ML & AI pipeline..,,data-loading,https://github.com/upgini/upgini,https://github.com/upgini/upgini,BSD-3-Clause,2021-12-08 21:53:58.000,2024-04-03 17:03:35.000,2024-04-03 17:03:25,719.0,55.0,24.0,4.0,274.0,5.0,,285.0,2024-04-01 11:07:07.000,1.1.269,673.0,12.0,21,True,6.0,6.0,upgini,,,,7418.0,https://pypi.org/project/upgini,7418.0,,,,3.0,,2024-04-01 21:19:10.000,,,,,,,,,,,,,,,,,, +343,stopit,glenfant/stopit,"Raise asynchronous exceptions in other thread, control the timeout of blocks or callables with a context manager or a..",,async,https://github.com/glenfant/stopit,https://github.com/glenfant/stopit,MIT,2014-02-09 15:40:01.000,2024-01-09 14:39:36.000,2024-01-09 14:39:36,34.0,1.0,21.0,5.0,12.0,5.0,15.0,104.0,2018-02-09 00:32:14.000,1.1.2,4.0,7.0,21,True,2411.0,2283.0,stopit,conda-forge/stopit,,,674794.0,https://pypi.org/project/stopit,663682.0,https://anaconda.org/conda-forge/stopit,2023-06-16 16:07:54.264,833451.0,3.0,,2018-02-09 00:32:14.000,128.0,,,,,,,,,,,,,,,,, +344,camelot,camelot-dev/camelot,A Python library to extract tabular data from PDFs.,,data-loading,https://github.com/camelot-dev/camelot,https://github.com/camelot-dev/camelot,MIT,2019-07-01 13:39:33.000,2024-04-02 10:58:39.000,2023-10-02 06:28:26,631.0,,406.0,43.0,183.0,202.0,110.0,2607.0,,,,46.0,20,True,,,camelot,,,,6961.0,https://pypi.org/project/camelot,6961.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +345,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,,144.0,67.0,4.0,1.0,41.0,2192.0,2016-09-11 02:13:18.000,1.2,3.0,4.0,20,False,54.0,45.0,pypattyrn,,,,1971.0,https://pypi.org/project/pypattyrn,1971.0,,,,3.0,,2016-09-11 02:18:42.000,9.0,,,,,,,,,,,,,,,,, +346,CommonRegex,madisonmay/CommonRegex,A collection of common regular expressions bundled with an easy to use interface.,,utilities,https://github.com/madisonmay/CommonRegex,https://github.com/madisonmay/CommonRegex,MIT,2013-12-17 08:43:14.000,2023-04-20 18:31:08.000,2019-09-25 12:17:08,113.0,,140.0,40.0,22.0,17.0,11.0,1563.0,,,,14.0,20,False,177.0,177.0,commonregex,,,,108429.0,https://pypi.org/project/commonregex,108429.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +347,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,,217.0,38.0,56.0,84.0,40.0,1451.0,2020-07-17 16:16:44.000,0.4.3,5.0,13.0,20,True,,,excalibur-py,,,11853.0,1650.0,https://pypi.org/project/excalibur-py,1471.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +348,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,,44.0,17.0,48.0,15.0,38.0,715.0,2022-09-20 06:06:25.216,0.3.2,86.0,11.0,20,False,67.0,60.0,pdpipe,conda-forge/pdpipe,['pandas'],,2435.0,https://pypi.org/project/pdpipe,1718.0,https://anaconda.org/conda-forge/pdpipe,2023-06-16 19:23:35.358,29433.0,3.0,,2022-07-04 17:58:17.000,7.0,,,,,,,,,,,,,,,,, +349,PugSQL,mcfunley/pugsql,A HugSQL-inspired database library for Python.,,db-clients,https://github.com/mcfunley/pugsql,https://github.com/mcfunley/pugsql,Apache-2.0,2019-05-19 16:55:38.000,2023-12-10 20:59:05.000,2022-05-27 16:50:28,284.0,,21.0,10.0,32.0,22.0,21.0,660.0,2022-03-13 23:32:45.000,0.2.4,25.0,12.0,20,False,70.0,67.0,pugsql,,,,4769.0,https://pypi.org/project/pugsql,4769.0,,,,3.0,,2022-03-13 23:32:45.000,3.0,,,,,,,,,,,,,,,,, +350,pypyr,pypyr/pypyr,"pypyr task-runner cli & api for automation pipelines. Automate anything by combining commands, different scripts in..",,infrastructure,https://github.com/pypyr/pypyr,https://github.com/pypyr/pypyr,Apache-2.0,2017-03-24 11:26:15.000,2023-12-19 22:25:16.000,2023-09-22 03:08:36,714.0,,26.0,14.0,183.0,16.0,122.0,567.0,2023-09-22 03:14:38.000,5.9.1,85.0,10.0,20,True,120.0,111.0,pypyr,conda-forge/pypyr,,,2972.0,https://pypi.org/project/pypyr,2452.0,https://anaconda.org/conda-forge/pypyr,2023-09-22 05:04:53.900,14062.0,3.0,,2023-09-22 03:14:38.000,9.0,,,,,,,,,,,,,,,,, +351,rtoml,samuelcolvin/rtoml,A fast TOML library for python implemented in rust.,,serialization,https://github.com/samuelcolvin/rtoml,https://github.com/samuelcolvin/rtoml,MIT,2020-01-07 22:30:25.000,2024-01-26 18:44:57.000,2024-01-26 18:44:57,88.0,1.0,29.0,8.0,54.0,11.0,11.0,295.0,2023-12-21 11:54:40.000,0.10,11.0,15.0,20,True,394.0,394.0,rtoml,,,,370607.0,https://pypi.org/project/rtoml,370607.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +352,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,,16.0,7.0,9.0,16.0,5.0,208.0,2021-02-17 21:00:28.000,0.1.13,15.0,3.0,20,False,906.0,902.0,gsheetsdb,,,,57731.0,https://pypi.org/project/gsheetsdb,57731.0,,,,3.0,,2022-01-05 03:28:15.000,4.0,,,,,,,,,,,,,,,,, +353,BatchFlow,analysiscenter/batchflow,BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and..,,data-pipelines,https://github.com/analysiscenter/batchflow,https://github.com/analysiscenter/batchflow,Apache-2.0,2017-03-13 14:22:53.000,2024-04-03 15:24:29.000,2024-01-18 11:58:13,5466.0,8.0,44.0,14.0,631.0,33.0,80.0,196.0,2023-08-01 10:51:02.000,0.8.7,20.0,37.0,20,True,9.0,9.0,batchflow,,,,377.0,https://pypi.org/project/batchflow,377.0,,,,3.0,,2023-08-01 10:51:02.000,,,,,,,,,,,,,,,,,, +354,typical,seandstewart/typical,"Typical: Fast, simple, & correct data-validation using Python 3 typing.",,data-validation,https://github.com/seandstewart/typical,https://github.com/seandstewart/typical,MIT,2019-03-15 01:24:36.000,2024-02-28 02:03:46.000,2023-04-26 16:56:57,532.0,,9.0,6.0,110.0,17.0,84.0,181.0,2023-04-26 17:06:00.831,2.8.1,115.0,9.0,20,True,85.0,81.0,typical,conda-forge/typical,,,1912.0,https://pypi.org/project/typical,893.0,https://anaconda.org/conda-forge/typical,2023-06-16 19:25:53.591,35680.0,3.0,,2019-07-20 00:03:59.000,4.0,,,,,,,,,,,,,,,,, +355,spark-deep-learning,databricks/spark-deep-learning,Deep Learning Pipelines for Apache Spark.,,data-pipelines,https://github.com/databricks/spark-deep-learning,https://github.com/databricks/spark-deep-learning,Apache-2.0,2017-05-31 17:30:28.000,2023-03-30 20:19:05.000,2022-03-21 17:12:16,138.0,,457.0,159.0,142.0,78.0,27.0,1985.0,2020-01-08 19:50:31.000,1.6.0,9.0,17.0,19,False,40.0,40.0,,,['spark'],,,,,,,,3.0,,,,,,,,,,,,,,,,,,,, +356,psycopg3,psycopg/psycopg,New generation PostgreSQL database adapter for the Python programming language.,,db-clients,https://github.com/psycopg/psycopg,https://github.com/psycopg/psycopg,LGPL-3.0,2020-03-15 04:15:53.000,2024-04-03 15:01:48.000,2024-04-02 13:18:20,3014.0,66.0,141.0,28.0,237.0,32.0,385.0,1438.0,,,,51.0,19,True,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,, +357,Databolt Flow,d6t/d6tflow,Python library for building highly effective data science workflows.,,data-pipelines,https://github.com/d6t/d6tflow,https://github.com/d6t/d6tflow,MIT,2019-02-03 01:51:22.000,2024-02-20 02:03:46.000,2023-07-20 18:28:08,272.0,,77.0,24.0,19.0,11.0,13.0,952.0,2024-02-20 02:03:46.000,0.2.8,25.0,13.0,19,True,28.0,28.0,d6tflow,,,,146.0,https://pypi.org/project/d6tflow,146.0,,,,3.0,,2024-02-20 02:03:46.000,,,,,,,,,,,,,,,,,, +358,price-parser,scrapinghub/price-parser,Extract price amount and currency symbol from a raw text string.,,text,https://github.com/scrapinghub/price-parser,https://github.com/scrapinghub/price-parser,BSD-3-Clause,2019-04-11 18:27:30.000,2023-10-17 16:38:29.000,2023-10-17 16:38:29,107.0,,48.0,14.0,34.0,17.0,13.0,298.0,,,,14.0,19,True,414.0,414.0,price-parser,,,,90218.0,https://pypi.org/project/price-parser,90218.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +359,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,,23.0,49.0,14.0,7.0,11.0,264.0,2015-12-20 08:56:50.000,0.4.2,8.0,9.0,19,False,87.0,70.0,valideer,conda-forge/valideer,,,6484.0,https://pypi.org/project/valideer,6262.0,https://anaconda.org/conda-forge/valideer,2023-06-16 13:17:05.198,21314.0,3.0,,2015-12-20 08:56:50.000,17.0,,,,,,,,,,,,,,,,, +360,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,,34.0,10.0,25.0,6.0,14.0,259.0,2021-11-16 15:05:08.000,2.1.1,30.0,12.0,19,False,160.0,133.0,queries,,,,2556.0,https://pypi.org/project/queries,2556.0,,,,3.0,,2021-11-16 15:05:08.000,27.0,,,,,,,,,,,,,,,,, +361,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,,33.0,18.0,147.0,,74.0,228.0,2021-01-17 20:11:01.000,0.7.2,16.0,24.0,19,False,6.0,5.0,fletcher,conda-forge/fletcher,['pandas'],21.0,1418.0,https://pypi.org/project/fletcher,459.0,https://anaconda.org/conda-forge/fletcher,2023-06-16 16:09:03.368,66204.0,3.0,,2021-01-17 20:11:01.000,1.0,,,,,,,,,,,,,,,,, +362,Bounter,RaRe-Technologies/bounter,Efficient Counter that uses a limited (bounded) amount of memory regardless of data size.,,data-containers,https://github.com/piskvorky/bounter,https://github.com/piskvorky/bounter,MIT,2017-07-18 07:24:15.000,2022-11-20 08:18:00.871,2022-11-20 08:15:57,169.0,,48.0,23.0,28.0,15.0,10.0,936.0,2022-11-20 08:19:03.000,1.2.0,8.0,9.0,18,False,42.0,34.0,bounter,,,,272.0,https://pypi.org/project/bounter,272.0,,,,3.0,,2022-11-20 08:18:00.871,8.0,,,,,,,,,,,piskvorky/bounter,,,,,, +363,Pipeless,pipeless-ai/pipeless,An open-source framework to create and deploy computer vision applications in minutes.,,computer-vision,https://github.com/pipeless-ai/pipeless,https://github.com/pipeless-ai/pipeless,Apache-2.0,2023-07-21 17:22:24.000,2024-03-30 19:11:32.000,2024-03-09 09:24:56,651.0,81.0,30.0,5.0,104.0,7.0,17.0,628.0,2024-02-23 12:24:30.000,1.11.0,66.0,7.0,18,True,2.0,,pipeless-ai,,,785.0,117.0,https://pypi.org/project/pipeless-ai,19.0,,,,1.0,,2023-11-02 12:42:21.000,2.0,,,,,,,,,,,,,,,,, +364,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,,2013-01-28 04:38:28.000,2022-01-11 09:35:44.000,2015-02-14 18:30:08,49.0,,39.0,16.0,12.0,6.0,11.0,513.0,,,,6.0,18,False,9577.0,9577.0,unipath,,,,52499.0,https://pypi.org/project/unipath,52499.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +365,py2neo,py2neo-org/py2neo,EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for Python.,,db-clients,https://github.com/neo4j-contrib/py2neo,https://github.com/neo4j-contrib/py2neo,Apache-2.0,2011-07-03 10:01:07.000,2023-11-30 10:55:36.000,2023-11-30 10:55:18,2944.0,,5.0,3.0,182.0,23.0,760.0,9.0,2023-10-20 15:15:52.000,2021.2.4,23.0,37.0,18,False,,,py2neo,conda-forge/py2neo,,,39287.0,https://pypi.org/project/py2neo,38504.0,https://anaconda.org/conda-forge/py2neo,2023-06-16 13:20:51.158,64274.0,3.0,,,,,,,,,,,,,,neo4j-contrib/py2neo,,,,,, +366,Mara Pipelines,mara/mara-pipelines,"A lightweight opinionated ETL framework, halfway between plain scripts and Apache Airflow.",,data-pipelines,https://github.com/mara/mara-pipelines,https://github.com/mara/mara-pipelines,MIT,2018-03-31 20:37:22.000,2023-12-15 16:14:47.000,2023-12-07 14:42:14,172.0,,105.0,56.0,74.0,26.0,16.0,2053.0,2023-12-06 18:22:59.000,3.5.0,11.0,17.0,17,True,1.0,,mara-pipelines,,,,53.0,https://pypi.org/project/mara-pipelines,53.0,,,,3.0,,2023-12-06 18:12:20.000,1.0,,,,,,,,,,,,,,,,, +367,riko,nerevu/riko,A Python stream processing engine modeled after Yahoo! Pipes.,,data-pipelines,https://github.com/nerevu/riko,https://github.com/nerevu/riko,MIT,2016-06-02 12:22:51.000,2021-12-28 23:04:04.000,2021-12-28 23:01:31,1269.0,,76.0,52.0,23.0,22.0,8.0,1609.0,2021-12-28 23:04:04.000,0.67.0,59.0,18.0,17,False,1.0,,riko,,,,121.0,https://pypi.org/project/riko,121.0,,,,3.0,,2021-12-28 23:04:04.000,1.0,,,,,,,,,,,,,,,,, +368,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,,275.0,87.0,15.0,26.0,5.0,1360.0,2012-07-24 09:27:02.000,0.1.0,1.0,9.0,17,False,15.0,10.0,wssh,,,,55.0,https://pypi.org/project/wssh,55.0,,,,3.0,,2012-07-24 09:27:02.000,5.0,,,,,,,,,,,,,,,,, +369,colout,nojhan/colout,Color text streams with a polished command line interface.,,cli-helpers,https://github.com/nojhan/colout,https://github.com/nojhan/colout,GPL-3.0,2012-03-31 10:39:00.000,2024-01-29 21:31:49.000,2024-01-29 21:31:13,266.0,1.0,58.0,35.0,46.0,14.0,58.0,1107.0,2022-05-12 11:29:27.000,1.0,6.0,30.0,17,True,6.0,6.0,colout,,,,194.0,https://pypi.org/project/colout,194.0,,,,3.0,,2020-06-21 20:05:59.000,,,,,,,,,,,,,,,,,, +370,stackless,stackless-dev/stackless,The Stackless Python programming language.,,python-implementations,https://github.com/stackless-dev/stackless,https://github.com/stackless-dev/stackless,,2017-09-05 14:36:10.000,2023-11-30 11:40:59.000,2021-08-11 18:33:11,106029.0,,59.0,39.0,40.0,11.0,256.0,993.0,,,,1000.0,17,False,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,, +371,awesome-slugify,voronind/awesome-slugify,Python flexible slugify function.,,text,https://github.com/voronind/awesome-slugify,https://github.com/voronind/awesome-slugify,,2013-10-19 02:58:27.000,2023-06-16 13:15:53.669,2017-01-20 20:45:25,96.0,,42.0,11.0,20.0,13.0,11.0,482.0,2014-04-08 01:58:27.000,1.4,1.0,11.0,17,False,3378.0,3378.0,awesome-slugify,conda-forge/awesome-slugify,,,46436.0,https://pypi.org/project/awesome-slugify,45710.0,https://anaconda.org/conda-forge/awesome-slugify,2023-06-16 13:15:53.669,69730.0,3.0,,,,,,,,,,,,,,,,,,,, +372,validr,guyskk/validr,"A simple, fast, extensible python library for data validation.",,data-validation,https://github.com/guyskk/validr,https://github.com/guyskk/validr,MIT,2015-09-05 05:47:04.000,2023-12-23 16:59:37.000,2023-12-23 16:55:35,407.0,,12.0,10.0,41.0,3.0,22.0,211.0,2023-12-13 20:40:33.000,1.2.2,24.0,7.0,17,True,6.0,,validr,,,,803.0,https://pypi.org/project/validr,803.0,,,,3.0,,2023-12-13 20:40:33.000,6.0,,,,,,,,,,,,,,,,, +373,flupy,olirice/flupy,Fluent data pipelines for python and your shell.,,data-pipelines,https://github.com/olirice/flupy,https://github.com/olirice/flupy,MIT,2018-01-06 16:46:04.000,2024-02-27 14:33:01.000,2024-02-27 14:32:58,208.0,2.0,14.0,8.0,19.0,1.0,12.0,183.0,2022-10-21 16:09:00.872,1.2.0,38.0,6.0,17,True,,,flupy,,,,235876.0,https://pypi.org/project/flupy,235876.0,,,,3.0,,2022-10-21 16:09:00.872,,,,,,,,,,,,,4.0,,,,, +374,aioprometheus,claws/aioprometheus,A Prometheus Python client library for asyncio-based applications.,,db-clients,https://github.com/claws/aioprometheus,https://github.com/claws/aioprometheus,,2016-06-18 12:53:23.000,2023-12-27 23:53:36.000,2023-12-27 23:53:32,125.0,,19.0,6.0,64.0,11.0,24.0,169.0,,,,12.0,17,False,275.0,275.0,aioprometheus,,,,150627.0,https://pypi.org/project/aioprometheus,150627.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +375,kale,kubeflow-kale/kale,Kubeflows superfood for Data Scientists.,,data-pipelines,https://github.com/kubeflow-kale/kale,https://github.com/kubeflow-kale/kale,Apache-2.0,2019-01-24 17:58:44.000,2023-01-06 03:22:37.000,2021-10-20 12:44:09,644.0,,125.0,18.0,278.0,89.0,78.0,622.0,2021-05-19 12:53:14.000,0.7.0,7.0,10.0,16,False,,,kubeflow-kale,,['jupyter'],,191.0,https://pypi.org/project/kubeflow-kale,191.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +376,cleverdict,PFython/cleverdict,A JSON-friendly data structure which allows both object attributes and dictionary keys and values to be used..,,data-structures,https://github.com/PFython/cleverdict,https://github.com/PFython/cleverdict,MIT,2020-06-20 05:07:58.000,2024-03-20 16:23:27.000,2022-03-26 19:33:44,213.0,,9.0,2.0,20.0,13.0,12.0,98.0,2022-02-15 06:59:08.000,1.9.2,28.0,7.0,16,False,43.0,38.0,cleverdict,,,,848.0,https://pypi.org/project/cleverdict,848.0,,,,3.0,,2022-02-15 06:59:08.000,5.0,,,,,,,,,,,,,,,,, +377,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,,101.0,53.0,28.0,3.0,2.0,1196.0,2018-09-14 14:38:32.000,0.2.0,5.0,11.0,15,False,2.0,2.0,botflow,,,,28.0,https://pypi.org/project/botflow,28.0,,,,3.0,,2018-09-14 14:38:32.000,,,,,,,,,,,,,,,,,, +378,csvs-to-sqlite,simonw/csvs-to-sqlite,Convert CSV files into a SQLite database.,,data-loading,https://github.com/simonw/csvs-to-sqlite,https://github.com/simonw/csvs-to-sqlite,Apache-2.0,2017-11-13 06:38:21.000,2023-12-27 11:39:54.000,2021-11-18 16:33:36,85.0,,68.0,19.0,28.0,40.0,30.0,857.0,2021-11-18 16:35:33.000,1.3,13.0,7.0,15,False,,,csvs-to-sqlite,,,,1969.0,https://pypi.org/project/csvs-to-sqlite,1969.0,,,,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 08:15:36.000,2024-04-03 16:00:54.000,2024-01-15 11:48:36,125.0,2.0,8.0,16.0,178.0,2.0,10.0,277.0,2024-01-15 11:55:58.000,0.19.8,110.0,16.0,15,True,3.0,2.0,squirrel-core,squirrel-core,,,667.0,https://pypi.org/project/squirrel-core,667.0,https://anaconda.org/anaconda/squirrel-core,2022-11-18 08:24:02.000,,3.0,,2024-01-15 11:55:58.000,,,,,,,,,,,,,,,1.0,,, +380,Grai,grai-io/grai-core,"Platform to programmatically manage, test, and debug data infrastructure.",,infrastructure,https://github.com/grai-io/grai-core,https://github.com/grai-io/grai-core,MulanPSL-2.0,2022-06-09 16:16:22.000,2024-04-04 01:52:25.000,2024-03-26 22:33:23,986.0,46.0,21.0,2.0,848.0,8.0,18.0,267.0,2024-03-26 00:13:19.000,0.1.60,43.0,15.0,15,False,,,the-guide,,,,3.0,https://pypi.org/project/the-guide,3.0,,,,3.0,,2023-08-11 19:02:53.000,,,,,,,,,,,,,,,,,, +381,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,,12.0,2.0,5.0,3.0,,81.0,2018-01-15 02:19:08.000,0.1.1,1.0,1.0,15,False,918.0,909.0,millify,,,,57335.0,https://pypi.org/project/millify,57335.0,,,,3.0,,2018-01-15 02:19:08.000,9.0,,,,,,,,,,,,,,,,, +382,confluent-kafka-python,confluentinc/confluent-kafka-python,Confluents Apache Kafka client for Python.,,db-clients,,{},,2020-10-10 10:36:34.532,2024-01-30 18:18:25.561,,,,,,,,,,,,16.0,,15,False,9256.0,9256.0,confluent-kafka,conda-forge/python-confluent-kafka,,,12014906.0,https://pypi.org/project/confluent-kafka,11995018.0,https://anaconda.org/conda-forge/python-confluent-kafka,2024-01-30 18:18:25.561,835329.0,3.0,,,,,,,,,,,,,,,-14.0,,,,, +383,SuperSQLite,plasticityai/supersqlite,A supercharged SQLite library for Python.,,db-clients,https://github.com/plasticityai/supersqlite,https://github.com/plasticityai/supersqlite,MIT,2018-11-09 08:20:26.000,2020-05-09 09:06:06.000,2019-08-27 13:16:09,221.0,,24.0,13.0,3.0,6.0,1.0,719.0,2018-11-22 02:36:46.000,0.0.78,57.0,2.0,14,False,13.0,10.0,supersqlite,,,,126.0,https://pypi.org/project/supersqlite,126.0,,,,3.0,,2018-11-22 02:36:46.000,3.0,,,,,,,,,,,,,,,,, +384,lazydata,rstojnic/lazydata,Lazydata: Scalable data dependencies for Python projects.,,db-clients,https://github.com/rstojnic/lazydata,https://github.com/rstojnic/lazydata,Apache-2.0,2018-08-21 12:44:27.000,2019-02-13 18:15:09.000,2018-10-12 11:40:26,216.0,,23.0,18.0,9.0,7.0,6.0,626.0,2018-09-18 21:24:41.000,1.0.19,1.0,6.0,14,False,9.0,9.0,lazydata,,,,28.0,https://pypi.org/project/lazydata,28.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +385,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,,20.0,11.0,120.0,21.0,57.0,433.0,,,,4.0,14,False,18.0,18.0,bodywork,,,,188.0,https://pypi.org/project/bodywork,188.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +386,PandaPy,firmai/pandapy,PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai).,,data-containers,https://github.com/firmai/pandapy,https://github.com/firmai/pandapy,MIT,2020-01-15 18:21:23.000,2021-10-20 11:36:04.000,2021-10-20 11:36:04,85.0,,65.0,21.0,2.0,2.0,1.0,548.0,2020-11-12 16:12:54.000,zen,22.0,3.0,13,False,7.0,7.0,pandapy,,['pandas'],,72.0,https://pypi.org/project/pandapy,72.0,,,,3.0,,2020-01-25 23:10:32.000,,,,,,,,,,,,,,,,,, +387,datajob,vincentclaes/datajob,Build and deploy a serverless data pipeline on AWS with no effort.,,data-pipelines,https://github.com/vincentclaes/datajob,https://github.com/vincentclaes/datajob,Apache-2.0,2020-10-22 19:07:31.000,2023-02-08 04:33:47.000,2022-11-22 19:04:39,405.0,,19.0,6.0,77.0,17.0,40.0,106.0,2022-11-22 19:05:29.000,0.11.0,12.0,7.0,13,False,,,datajob,,,,33.0,https://pypi.org/project/datajob,33.0,,,,3.0,,,,,,,,,,,,,,,,,,,, +388,RasgoQL,rasgointelligence/RasgoQL,"Write python locally, execute SQL in your data warehouse.",,data-pipelines,https://github.com/rasgointelligence/RasgoQL,https://github.com/rasgointelligence/RasgoQL,AGPL-3.0,2022-01-23 01:39:32.000,2022-07-05 16:55:25.000,2022-07-05 16:53:20,231.0,,11.0,9.0,68.0,6.0,15.0,267.0,2022-07-05 16:55:25.000,1.6.4,33.0,10.0,12,False,,,rasgoql,,,,32.0,https://pypi.org/project/rasgoql,32.0,,,,3.0,,2022-07-05 16:55:25.000,,,,,,,,,,,,,,,,,, +389,cl-python,metawilm/cl-python,An implementation of Python in Common Lisp.,,python-implementations,https://github.com/metawilm/cl-python,https://github.com/metawilm/cl-python,,2009-05-14 18:00:17.000,2023-10-26 21:21:34.000,2023-10-26 21:21:34,1491.0,,34.0,30.0,10.0,3.0,16.0,364.0,,,,12.0,11,False,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,, +390,dataklasses,dabeaz/dataklasses,A different spin on dataclasses.,,data-validation,https://github.com/dabeaz/dataklasses,https://github.com/dabeaz/dataklasses,,2021-12-19 23:40:48.000,2022-01-07 12:58:17.000,2022-01-07 12:58:15,17.0,,29.0,19.0,5.0,1.0,3.0,784.0,,,,3.0,7,False,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,, diff --git a/latest-changes.md b/latest-changes.md index 063aa70..5bb4797 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._ -- Great Expectations (πŸ₯ˆ40 Β· ⭐ 9.4K Β· πŸ“ˆ) - Always know what to expect from your data. Apache-2 -- Typer (πŸ₯ˆ39 Β· ⭐ 13K Β· πŸ“ˆ) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT -- Pony (πŸ₯‰32 Β· ⭐ 3.5K Β· πŸ“ˆ) - Pony Object Relational Mapper. Apache-2 -- srsly (πŸ₯‰29 Β· ⭐ 410 Β· πŸ“ˆ) - Modern high-performance serialization utilities for Python (JSON,.. MIT -- bodywork-core (πŸ₯‰17 Β· ⭐ 430 Β· πŸ’€) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0 +- polars (πŸ₯‡41 Β· ⭐ 26K Β· πŸ“ˆ) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT +- inflect (πŸ₯ˆ31 Β· ⭐ 910 Β· πŸ“ˆ) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT +- gino (πŸ₯‰28 Β· ⭐ 2.6K Β· πŸ’€) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3 +- ubelt (πŸ₯‰24 Β· ⭐ 710 Β· πŸ“ˆ) - A Python utility library with a stdlib like feel and extra.. Apache-2 +- flupy (πŸ₯‰17 Β· ⭐ 180 Β· πŸ“ˆ) - Fluent data pipelines for python and your shell. 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._ -- polars (πŸ₯ˆ38 Β· ⭐ 25K Β· πŸ“‰) - Dataframes powered by a multithreaded, vectorized query engine, written.. MIT -- python-magic (πŸ₯ˆ31 Β· ⭐ 2.5K Β· πŸ“‰) - A python wrapper for libmagic. ❗Unlicensed -- gino (πŸ₯‰24 Β· ⭐ 2.6K Β· πŸ’€) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. ❗Unlicensed -- inflect (πŸ₯‰24 Β· ⭐ 910 Β· πŸ“‰) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT -- flupy (πŸ₯‰13 Β· ⭐ 180 Β· πŸ“‰) - Fluent data pipelines for python and your shell. ❗Unlicensed +- redis (πŸ₯ˆ36 Β· ⭐ 12K Β· πŸ“‰) - Redis Python Client. MIT +- keyring (πŸ₯‰31 Β· ⭐ 1.2K Β· πŸ“‰) - Store and access your passwords safely. MIT +- libcloud (πŸ₯‰25 Β· ⭐ 2K Β· πŸ“‰) - Apache Libcloud is a Python library which hides differences.. Apache-2 +- rsa (πŸ₯‰21 Β· ⭐ 470 Β· πŸ“‰) - Python-RSA is a pure-Python RSA implementation. ❗Unlicensed +- confluent-kafka-python (πŸ₯‰15 Β· πŸ“‰) - Confluents Apache Kafka client for Python. ❗Unlicensed