dill (🥈37 · ⭐ 2.1K · 📉) - serialize all of Python. BSD-3
+dill (🥈37 · ⭐ 2.1K) - serialize all of Python. BSD-3
-- [GitHub](https://github.com/uqfoundation/dill) (👨💻 45 · 🔀 170 · 📥 290K · 📦 150K · 📋 510 - 34% open · ⏱️ 24.02.2024):
+- [GitHub](https://github.com/uqfoundation/dill) (👨💻 45 · 🔀 170 · 📥 290K · 📦 150K · 📋 510 - 34% open · ⏱️ 22.04.2024):
```
git clone https://github.com/uqfoundation/dill
```
-- [PyPi](https://pypi.org/project/dill) (📥 55M / month · 📦 4.2K · ⏱️ 27.01.2024):
+- [PyPi](https://pypi.org/project/dill) (📥 54M / month · 📦 4.2K · ⏱️ 27.01.2024):
```
pip install dill
```
-- [Conda](https://anaconda.org/conda-forge/dill) (📥 6.3M · ⏱️ 28.01.2024):
+- [Conda](https://anaconda.org/conda-forge/dill) (📥 6.4M · ⏱️ 28.01.2024):
```
conda install -c conda-forge dill
```
@@ -195,7 +195,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
```
git clone https://github.com/simplejson/simplejson
```
-- [PyPi](https://pypi.org/project/simplejson) (📥 20M / month · 📦 21K · ⏱️ 06.10.2023):
+- [PyPi](https://pypi.org/project/simplejson) (📥 19M / month · 📦 21K · ⏱️ 06.10.2023):
```
pip install simplejson
```
@@ -222,7 +222,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
msgpack (🥉34 · ⭐ 1.8K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2
-- [GitHub](https://github.com/msgpack/msgpack-python) (👨💻 78 · 🔀 220 · 📥 1.3K · 📋 300 - 4% open · ⏱️ 01.03.2024):
+- [GitHub](https://github.com/msgpack/msgpack-python) (👨💻 79 · 🔀 220 · 📥 1.3K · 📋 300 - 4% open · ⏱️ 19.04.2024):
```
git clone https://github.com/msgpack/msgpack-python
@@ -231,7 +231,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
```
pip install msgpack
```
-- [Conda](https://anaconda.org/conda-forge/msgpack-python) (📥 15M · ⏱️ 25.11.2023):
+- [Conda](https://anaconda.org/conda-forge/msgpack-python) (📥 16M · ⏱️ 25.11.2023):
```
conda install -c conda-forge msgpack-python
```
@@ -247,7 +247,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
```
pip install cloudpickle
```
-- [Conda](https://anaconda.org/conda-forge/cloudpickle) (📥 16M · ⏱️ 16.10.2023):
+- [Conda](https://anaconda.org/conda-forge/cloudpickle) (📥 17M · ⏱️ 16.10.2023):
```
conda install -c conda-forge cloudpickle
```
@@ -275,7 +275,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
```
git clone https://github.com/telegraphic/hickle
```
-- [PyPi](https://pypi.org/project/hickle) (📥 54K / month · 📦 91 · ⏱️ 30.03.2024):
+- [PyPi](https://pypi.org/project/hickle) (📥 56K / month · 📦 91 · ⏱️ 30.03.2024):
```
pip install hickle
```
@@ -291,7 +291,7 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
```
git clone https://github.com/explosion/srsly
```
-- [PyPi](https://pypi.org/project/srsly) (📥 7.4M / month · 📦 300 · ⏱️ 22.09.2023):
+- [PyPi](https://pypi.org/project/srsly) (📥 8.2M / month · 📦 300 · ⏱️ 22.09.2023):
```
pip install srsly
```
@@ -311,19 +311,19 @@ This curated list contains 390 awesome open-source projects with a total of 1.7M
```
pip install pysimdjson
```
-- [Conda](https://anaconda.org/conda-forge/pysimdjson) (📥 87K · ⏱️ 06.02.2024):
+- [Conda](https://anaconda.org/conda-forge/pysimdjson) (📥 88K · ⏱️ 06.02.2024):
```
conda install -c conda-forge pysimdjson
```
rtoml (🥉21 · ⭐ 300) - A fast TOML library for python implemented in rust. MIT
+rtoml (🥉22 · ⭐ 300) - A fast TOML library for python implemented in rust. MIT
-- [GitHub](https://github.com/samuelcolvin/rtoml) (👨💻 15 · 🔀 29 · 📦 400 · 📋 25 - 56% open · ⏱️ 26.01.2024):
+- [GitHub](https://github.com/samuelcolvin/rtoml) (👨💻 15 · 🔀 29 · 📦 410 · 📋 25 - 56% open · ⏱️ 26.01.2024):
```
git clone https://github.com/samuelcolvin/rtoml
```
-- [PyPi](https://pypi.org/project/rtoml) (📥 420K / month · 📦 58 · ⏱️ 21.12.2023):
+- [PyPi](https://pypi.org/project/rtoml) (📥 350K / month · 📦 58 · ⏱️ 21.12.2023):
```
pip install rtoml
```
@@ -342,12 +342,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pandas (🥇54 · ⭐ 42K) - Flexible and powerful data analysis / manipulation library for.. BSD-3 
-- [GitHub](https://github.com/pandas-dev/pandas) (👨💻 3.6K · 🔀 17K · 📥 260K · 📦 1.6M · 📋 26K - 14% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/pandas-dev/pandas) (👨💻 3.6K · 🔀 17K · 📥 260K · 📦 1.6M · 📋 26K - 14% open · ⏱️ 24.04.2024):
```
git clone https://github.com/pandas-dev/pandas
```
-- [PyPi](https://pypi.org/project/pandas) (📥 200M / month · 📦 79K · ⏱️ 10.04.2024):
+- [PyPi](https://pypi.org/project/pandas) (📥 200M / month · 📦 80K · ⏱️ 10.04.2024):
```
pip install pandas
```
@@ -356,9 +356,21 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge pandas
```
polars (🥇41 · ⭐ 26K) - Dataframes powered by a multithreaded, vectorized query engine, written in.. MIT
+
+- [GitHub](https://github.com/pola-rs/polars) (👨💻 400 · 🔀 1.6K · 📥 580 · 📦 4 · 📋 7.3K - 21% open · ⏱️ 25.04.2024):
+
+ ```
+ git clone https://github.com/pola-rs/polars
+ ```
+- [PyPi](https://pypi.org/project/polars) (📥 6.8M / month · 📦 560 · ⏱️ 16.04.2024):
+ ```
+ pip install polars
+ ```
+h5py (🥇41 · ⭐ 2K) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3
-- [GitHub](https://github.com/h5py/h5py) (👨💻 200 · 🔀 510 · 📥 3.2K · 📦 270K · 📋 1.5K - 18% open · ⏱️ 15.04.2024):
+- [GitHub](https://github.com/h5py/h5py) (👨💻 200 · 🔀 510 · 📥 3.3K · 📦 270K · 📋 1.5K - 18% open · ⏱️ 15.04.2024):
```
git clone https://github.com/h5py/h5py
@@ -372,26 +384,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge h5py
```
polars (🥈40 · ⭐ 26K) - Dataframes powered by a multithreaded, vectorized query engine, written in.. MIT
-
-- [GitHub](https://github.com/pola-rs/polars) (👨💻 390 · 🔀 1.6K · 📥 560 · 📦 4 · 📋 7.2K - 21% open · ⏱️ 18.04.2024):
-
- ```
- git clone https://github.com/pola-rs/polars
- ```
-- [PyPi](https://pypi.org/project/polars) (📥 6.2M / month · 📦 550 · ⏱️ 16.04.2024):
- ```
- pip install polars
- ```
-xarray (🥈40 · ⭐ 3.4K) - N-D labeled arrays and datasets in Python. Apache-2
-- [GitHub](https://github.com/pydata/xarray) (👨💻 490 · 🔀 1K · 📦 26K · 📋 4.3K - 26% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/pydata/xarray) (👨💻 490 · 🔀 1K · 📦 26K · 📋 4.3K - 26% open · ⏱️ 23.04.2024):
```
git clone https://github.com/pydata/xarray
```
-- [PyPi](https://pypi.org/project/xarray) (📥 5.1M / month · 📦 2.3K · ⏱️ 29.03.2024):
+- [PyPi](https://pypi.org/project/xarray) (📥 5.2M / month · 📦 2.3K · ⏱️ 29.03.2024):
```
pip install xarray
```
@@ -402,28 +402,28 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Modin (🥈37 · ⭐ 9.5K) - Modin: Scale your Pandas workflows by changing a single line of.. Apache-2
-- [GitHub](https://github.com/modin-project/modin) (👨💻 130 · 🔀 640 · 📥 200K · 📦 1.4K · 📋 4.1K - 17% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/modin-project/modin) (👨💻 130 · 🔀 640 · 📥 200K · 📦 1.5K · 📋 4.1K - 17% open · ⏱️ 25.04.2024):
```
git clone https://github.com/modin-project/modin
```
-- [PyPi](https://pypi.org/project/modin) (📥 1M / month · 📦 35 · ⏱️ 15.04.2024):
+- [PyPi](https://pypi.org/project/modin) (📥 1.1M / month · 📦 35 · ⏱️ 15.04.2024):
```
pip install modin
```
-- [Conda](https://anaconda.org/conda-forge/modin-core) (📥 300K · ⏱️ 16.04.2024):
+- [Conda](https://anaconda.org/conda-forge/modin-core) (📥 310K · ⏱️ 16.04.2024):
```
conda install -c conda-forge modin-core
```
numexpr (🥈37 · ⭐ 2.1K · 📈) - Fast numerical array expression evaluator for Python, NumPy, Pandas,.. MIT
+numexpr (🥈37 · ⭐ 2.1K) - Fast numerical array expression evaluator for Python, NumPy, Pandas,.. MIT
- [GitHub](https://github.com/pydata/numexpr) (👨💻 75 · 🔀 200 · 📥 620 · 📦 74K · 📋 370 - 1% open · ⏱️ 02.04.2024):
```
git clone https://github.com/pydata/numexpr
```
-- [PyPi](https://pypi.org/project/numexpr) (📥 4M / month · 📦 3.3K · ⏱️ 02.04.2024):
+- [PyPi](https://pypi.org/project/numexpr) (📥 4.1M / month · 📦 3.3K · ⏱️ 02.04.2024):
```
pip install numexpr
```
@@ -434,12 +434,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
zarr (🥈36 · ⭐ 1.3K) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT
-- [GitHub](https://github.com/zarr-developers/zarr-python) (👨💻 100 · 🔀 250 · 📦 3.6K · 📋 730 - 43% open · ⏱️ 06.04.2024):
+- [GitHub](https://github.com/zarr-developers/zarr-python) (👨💻 100 · 🔀 250 · 📦 3.7K · 📋 730 - 43% open · ⏱️ 25.04.2024):
```
git clone https://github.com/zarr-developers/zarr-python
```
-- [PyPi](https://pypi.org/project/zarr) (📥 560K / month · 📦 550 · ⏱️ 05.04.2024):
+- [PyPi](https://pypi.org/project/zarr) (📥 550K / month · 📦 550 · ⏱️ 05.04.2024):
```
pip install zarr
```
@@ -450,7 +450,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
PyTables (🥈35 · ⭐ 1.3K) - A Python package to manage extremely large amounts of data. BSD-3
-- [GitHub](https://github.com/PyTables/PyTables) (👨💻 130 · 🔀 270 · 📥 190 · 📋 730 - 23% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/PyTables/PyTables) (👨💻 130 · 🔀 270 · 📥 190 · 📋 730 - 23% open · ⏱️ 21.04.2024):
```
git clone https://github.com/PyTables/PyTables
@@ -459,41 +459,41 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install tables
```
-- [Conda](https://anaconda.org/conda-forge/pytables) (📥 7M · ⏱️ 11.04.2024):
+- [Conda](https://anaconda.org/conda-forge/pytables) (📥 7.1M · ⏱️ 11.04.2024):
```
conda install -c conda-forge pytables
```
docarray (🥈34 · ⭐ 2.7K) - Represent, send, store and search multimodal data. Apache-2
+pandera (🥈33 · ⭐ 3K) - A light-weight, flexible, and expressive statistical data testing.. MIT
-- [GitHub](https://github.com/docarray/docarray) (👨💻 73 · 🔀 210 · 📦 4.2K · 📋 640 - 10% open · ⏱️ 18.03.2024):
+- [GitHub](https://github.com/unionai-oss/pandera) (👨💻 120 · 🔀 270 · 📦 1.5K · 📋 760 - 40% open · ⏱️ 25.04.2024):
```
- git clone https://github.com/jina-ai/docarray
+ git clone https://github.com/pandera-dev/pandera
```
-- [PyPi](https://pypi.org/project/docarray) (📥 79K / month · 📦 52 · ⏱️ 22.12.2023):
+- [PyPi](https://pypi.org/project/pandera) (📥 2.8M / month · 📦 120 · ⏱️ 20.04.2024):
```
- pip install docarray
+ pip install pandera
```
-- [Conda](https://anaconda.org/conda-forge/docarray) (📥 130K · ⏱️ 18.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pandera-core) (📥 36K · ⏱️ 12.03.2024):
```
- conda install -c conda-forge docarray
+ conda install -c conda-forge pandera-core
```
pandera (🥈33 · ⭐ 3K) - A light-weight, flexible, and expressive statistical data testing.. MIT
+docarray (🥈33 · ⭐ 2.7K · 📉) - Represent, send, store and search multimodal data. Apache-2
-- [GitHub](https://github.com/unionai-oss/pandera) (👨💻 120 · 🔀 260 · 📦 1.5K · 📋 760 - 41% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/docarray/docarray) (👨💻 73 · 🔀 210 · 📦 4.2K · 📋 640 - 10% open · ⏱️ 18.03.2024):
```
- git clone https://github.com/pandera-dev/pandera
+ git clone https://github.com/jina-ai/docarray
```
-- [PyPi](https://pypi.org/project/pandera) (📥 2.7M / month · 📦 120 · ⏱️ 05.04.2024):
+- [PyPi](https://pypi.org/project/docarray) (📥 78K / month · 📦 52 · ⏱️ 22.12.2023):
```
- pip install pandera
+ pip install docarray
```
-- [Conda](https://anaconda.org/conda-forge/pandera-core) (📥 35K · ⏱️ 12.03.2024):
+- [Conda](https://anaconda.org/conda-forge/docarray) (📥 130K · ⏱️ 18.06.2023):
```
- conda install -c conda-forge pandera-core
+ conda install -c conda-forge docarray
```
TinyDB (🥈32 · ⭐ 6.5K · 💤) - TinyDB is a lightweight document oriented database optimized for your.. MIT
@@ -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) (📥 580K / month · 📦 960 · ⏱️ 12.06.2023):
+- [PyPi](https://pypi.org/project/tinydb) (📥 550K / month · 📦 960 · ⏱️ 12.06.2023):
```
pip install tinydb
```
@@ -512,9 +512,25 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge tinydb
```
Koalas (🥈32 · ⭐ 3.3K · 💤) - Koalas: pandas API on Apache Spark. Apache-2 spark
+
+- [GitHub](https://github.com/databricks/koalas) (👨💻 51 · 🔀 350 · 📥 1K · 📦 340 · 📋 600 - 18% open · ⏱️ 21.09.2023):
+
+ ```
+ git clone https://github.com/databricks/koalas
+ ```
+- [PyPi](https://pypi.org/project/koalas) (📥 2.1M / month · 📦 17 · ⏱️ 19.10.2021):
+ ```
+ pip install koalas
+ ```
+- [Conda](https://anaconda.org/conda-forge/koalas) (📥 330K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge koalas
+ ```
+Bottleneck (🥈32 · ⭐ 1K) - Fast NumPy array functions written in C. BSD-2
-- [GitHub](https://github.com/pydata/bottleneck) (👨💻 30 · 🔀 100 · 📦 47K · 📋 240 - 20% open · ⏱️ 25.02.2024):
+- [GitHub](https://github.com/pydata/bottleneck) (👨💻 30 · 🔀 100 · 📦 47K · 📋 240 - 20% open · ⏱️ 18.04.2024):
```
git clone https://github.com/pydata/bottleneck
@@ -530,12 +546,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Vaex (🥉30 · ⭐ 8.2K · 💤) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML,.. MIT
-- [GitHub](https://github.com/vaexio/vaex) (👨💻 72 · 🔀 590 · 📥 280 · 📦 720 · 📋 1.3K - 39% open · ⏱️ 21.07.2023):
+- [GitHub](https://github.com/vaexio/vaex) (👨💻 72 · 🔀 590 · 📥 280 · 📦 730 · 📋 1.3K - 39% open · ⏱️ 21.07.2023):
```
git clone https://github.com/vaexio/vaex
```
-- [PyPi](https://pypi.org/project/vaex) (📥 21K / month · 📦 35 · ⏱️ 21.07.2023):
+- [PyPi](https://pypi.org/project/vaex) (📥 22K / month · 📦 35 · ⏱️ 21.07.2023):
```
pip install vaex
```
@@ -544,22 +560,6 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge vaex
```
Koalas (🥉30 · ⭐ 3.3K · 💤) - Koalas: pandas API on Apache Spark. Apache-2 spark
-
-- [GitHub](https://github.com/databricks/koalas) (👨💻 51 · 🔀 350 · 📥 1K · 📋 600 - 18% open · ⏱️ 21.09.2023):
-
- ```
- git clone https://github.com/databricks/koalas
- ```
-- [PyPi](https://pypi.org/project/koalas) (📥 1.9M / month · 📦 17 · ⏱️ 19.10.2021):
- ```
- pip install koalas
- ```
-- [Conda](https://anaconda.org/conda-forge/koalas) (📥 330K · ⏱️ 16.06.2023):
- ```
- conda install -c conda-forge koalas
- ```
-datasketch (🥉30 · ⭐ 2.3K) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT
- [GitHub](https://github.com/ekzhu/datasketch) (👨💻 30 · 🔀 280 · 📥 25 · 📦 1.2K · 📋 160 - 30% open · ⏱️ 26.03.2024):
@@ -567,7 +567,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/ekzhu/datasketch
```
-- [PyPi](https://pypi.org/project/datasketch) (📥 3M / month · 📦 70 · ⏱️ 03.10.2023):
+- [PyPi](https://pypi.org/project/datasketch) (📥 3.2M / month · 📦 70 · ⏱️ 03.10.2023):
```
pip install datasketch
```
@@ -595,7 +595,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/InvestmentSystems/static-frame
```
-- [PyPi](https://pypi.org/project/static-frame) (📥 4.3K / month · 📦 2 · ⏱️ 14.04.2024):
+- [PyPi](https://pypi.org/project/static-frame) (📥 4.6K / month · 📦 2 · ⏱️ 14.04.2024):
```
pip install static-frame
```
@@ -611,11 +611,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/nalepae/pandarallel
```
-- [PyPi](https://pypi.org/project/pandarallel) (📥 640K / month · 📦 58 · ⏱️ 02.05.2023):
+- [PyPi](https://pypi.org/project/pandarallel) (📥 610K / month · 📦 58 · ⏱️ 02.05.2023):
```
pip install pandarallel
```
-- [Conda](https://anaconda.org/conda-forge/pandarallel) (📥 90K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pandarallel) (📥 91K · ⏱️ 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) (📥 540K / month · 📦 46 · ⏱️ 31.07.2023):
+- [PyPi](https://pypi.org/project/swifter) (📥 550K / month · 📦 46 · ⏱️ 31.07.2023):
```
pip install swifter
```
@@ -643,7 +643,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/polyaxon/datatile
```
-- [PyPi](https://pypi.org/project/pandas-summary) (📥 93K / month · 📦 57 · ⏱️ 25.11.2021):
+- [PyPi](https://pypi.org/project/pandas-summary) (📥 94K / month · 📦 57 · ⏱️ 25.11.2021):
```
pip install pandas-summary
```
@@ -685,7 +685,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/grantjenks/python-sortedcontainers
```
-- [PyPi](https://pypi.org/project/sortedcontainers) (📥 51M / month · 📦 2.3K · ⏱️ 16.05.2021):
+- [PyPi](https://pypi.org/project/sortedcontainers) (📥 52M / month · 📦 2.3K · ⏱️ 16.05.2021):
```
pip install sortedcontainers
```
@@ -701,7 +701,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/tobgu/pyrsistent
```
-- [PyPi](https://pypi.org/project/pyrsistent) (📥 42M / month · 📦 2.4K · ⏱️ 25.10.2023):
+- [PyPi](https://pypi.org/project/pyrsistent) (📥 41M / month · 📦 2.4K · ⏱️ 25.10.2023):
```
pip install pyrsistent
```
@@ -712,7 +712,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
multidict (🥈33 · ⭐ 390) - The multidict implementation. Apache-2
-- [GitHub](https://github.com/aio-libs/multidict) (👨💻 54 · 🔀 95 · 📥 6.5K · 📋 150 - 10% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/aio-libs/multidict) (👨💻 54 · 🔀 95 · 📥 6.5K · 📋 150 - 10% open · ⏱️ 19.04.2024):
```
git clone https://github.com/aio-libs/multidict
@@ -733,18 +733,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/c0fec0de/anytree
```
-- [PyPi](https://pypi.org/project/anytree) (📥 1.4M / month · 📦 360 · ⏱️ 16.11.2023):
+- [PyPi](https://pypi.org/project/anytree) (📥 1.5M / month · 📦 360 · ⏱️ 16.11.2023):
```
pip install anytree
```
-- [Conda](https://anaconda.org/conda-forge/anytree) (📥 38K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/anytree) (📥 39K · ⏱️ 16.06.2023):
```
conda install -c conda-forge anytree
```
bidict (🥈31 · ⭐ 1.4K) - The bidirectional mapping library for Python. MPL-2.0
-- [GitHub](https://github.com/jab/bidict) (👨💻 15 · 🔀 63 · 📥 50 · 📦 24K · 📋 60 - 1% open · ⏱️ 02.04.2024):
+- [GitHub](https://github.com/jab/bidict) (👨💻 15 · 🔀 63 · 📥 51 · 📦 25K · 📋 60 - 1% open · ⏱️ 22.04.2024):
```
git clone https://github.com/jab/bidict
@@ -753,7 +753,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install bidict
```
-- [Conda](https://anaconda.org/conda-forge/bidict) (📥 390K · ⏱️ 18.02.2024):
+- [Conda](https://anaconda.org/conda-forge/bidict) (📥 400K · ⏱️ 18.02.2024):
```
conda install -c conda-forge bidict
```
@@ -769,7 +769,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install glom
```
-- [Conda](https://anaconda.org/conda-forge/glom) (📥 31K · ⏱️ 27.11.2023):
+- [Conda](https://anaconda.org/conda-forge/glom) (📥 32K · ⏱️ 27.11.2023):
```
conda install -c conda-forge glom
```
@@ -808,7 +808,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
janus (🥉27 · ⭐ 780) - Thread-safe asyncio-aware queue for Python. Apache-2
-- [GitHub](https://github.com/aio-libs/janus) (👨💻 26 · 🔀 43 · 📋 42 - 21% open · ⏱️ 15.04.2024):
+- [GitHub](https://github.com/aio-libs/janus) (👨💻 26 · 🔀 43 · 📋 42 - 21% open · ⏱️ 25.04.2024):
```
git clone https://github.com/aio-libs/janus
@@ -822,36 +822,36 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge janus
```
immutables (🥉25 · ⭐ 1.1K · 💤) - A high-performance immutable mapping type for Python. Apache-2
+python-box (🥉25 · ⭐ 2.4K · 💤) - Python dictionaries with advanced dot notation access. MIT
-- [GitHub](https://github.com/MagicStack/immutables) (👨💻 16 · 🔀 54 · 📦 6.6K · 📋 46 - 19% open · ⏱️ 15.08.2023):
+- [GitHub](https://github.com/cdgriffith/Box) (👨💻 1 · 🔀 100 · 📥 39 · 📋 160 - 13% open · ⏱️ 26.08.2023):
```
- git clone https://github.com/MagicStack/immutables
+ git clone https://github.com/cdgriffith/Box
```
-- [PyPi](https://pypi.org/project/immutables) (📥 1.3M / month · 📦 120 · ⏱️ 14.08.2023):
+- [PyPi](https://pypi.org/project/python-box) (📥 2.8M / month · 📦 380 · ⏱️ 26.08.2023):
```
- pip install immutables
+ pip install python-box
```
-- [Conda](https://anaconda.org/conda-forge/immutables) (📥 980K · ⏱️ 25.09.2023):
+- [Conda](https://anaconda.org/conda-forge/python-box) (📥 530K · ⏱️ 01.10.2023):
```
- conda install -c conda-forge immutables
+ conda install -c conda-forge python-box
```
python-box (🥉24 · ⭐ 2.4K · 💤) - Python dictionaries with advanced dot notation access. MIT
+immutables (🥉25 · ⭐ 1.1K · 💤) - A high-performance immutable mapping type for Python. Apache-2
-- [GitHub](https://github.com/cdgriffith/Box) (👨💻 1 · 🔀 100 · 📥 39 · 📋 160 - 13% open · ⏱️ 26.08.2023):
+- [GitHub](https://github.com/MagicStack/immutables) (👨💻 16 · 🔀 54 · 📦 6.6K · 📋 46 - 19% open · ⏱️ 15.08.2023):
```
- git clone https://github.com/cdgriffith/Box
+ git clone https://github.com/MagicStack/immutables
```
-- [PyPi](https://pypi.org/project/python-box) (📥 2.9M / month · 📦 380 · ⏱️ 26.08.2023):
+- [PyPi](https://pypi.org/project/immutables) (📥 1.3M / month · 📦 120 · ⏱️ 14.08.2023):
```
- pip install python-box
+ pip install immutables
```
-- [Conda](https://anaconda.org/conda-forge/python-box) (📥 530K · ⏱️ 01.10.2023):
+- [Conda](https://anaconda.org/conda-forge/immutables) (📥 980K · ⏱️ 25.09.2023):
```
- conda install -c conda-forge python-box
+ conda install -c conda-forge immutables
```
Show 4 hidden projects...
@@ -869,23 +869,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._pydantic (🥇45 · ⭐ 19K) - Data validation using Python type hints. MIT
-- [GitHub](https://github.com/pydantic/pydantic) (👨💻 500 · 🔀 1.6K · 📦 380K · 📋 3.9K - 9% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/pydantic/pydantic) (👨💻 510 · 🔀 1.6K · 📦 390K · 📋 4K - 9% open · ⏱️ 23.04.2024):
```
git clone https://github.com/samuelcolvin/pydantic
```
-- [PyPi](https://pypi.org/project/pydantic) (📥 170M / month · 📦 12K · ⏱️ 11.04.2024):
+- [PyPi](https://pypi.org/project/pydantic) (📥 180M / month · 📦 12K · ⏱️ 23.04.2024):
```
pip install pydantic
```
-- [Conda](https://anaconda.org/conda-forge/pydantic) (📥 7.4M · ⏱️ 12.04.2024):
+- [Conda](https://anaconda.org/conda-forge/pydantic) (📥 7.5M · ⏱️ 23.04.2024):
```
conda install -c conda-forge pydantic
```
jsonschema (🥇40 · ⭐ 4.4K) - An implementation of the JSON Schema specification for Python. MIT
-- [GitHub](https://github.com/python-jsonschema/jsonschema) (👨💻 110 · 🔀 580 · 📥 210 · 📦 550K · 📋 820 - 3% open · ⏱️ 09.04.2024):
+- [GitHub](https://github.com/python-jsonschema/jsonschema) (👨💻 110 · 🔀 580 · 📥 220 · 📦 550K · 📋 820 - 3% open · ⏱️ 24.04.2024):
```
git clone https://github.com/Julian/jsonschema
@@ -901,16 +901,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
validators (🥈35 · ⭐ 900) - Python Data Validation for Humans. MIT
-- [GitHub](https://github.com/python-validators/validators) (👨💻 53 · 🔀 140 · 📥 25 · 📦 110K · 📋 170 - 2% open · ⏱️ 12.04.2024):
+- [GitHub](https://github.com/python-validators/validators) (👨💻 52 · 🔀 140 · 📥 27 · 📦 110K · 📋 170 - 0% open · ⏱️ 20.04.2024):
```
git clone https://github.com/kvesteri/validators
```
-- [PyPi](https://pypi.org/project/validators) (📥 7.3M / month · 📦 1.9K · ⏱️ 04.04.2024):
+- [PyPi](https://pypi.org/project/validators) (📥 7M / month · 📦 1.9K · ⏱️ 19.04.2024):
```
pip install validators
```
-- [Conda](https://anaconda.org/conda-forge/validators) (📥 600K · ⏱️ 04.04.2024):
+- [Conda](https://anaconda.org/conda-forge/validators) (📥 600K · ⏱️ 19.04.2024):
```
conda install -c conda-forge validators
```
@@ -922,7 +922,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/pyeve/cerberus
```
-- [PyPi](https://pypi.org/project/cerberus) (📥 4.4M / month · 📦 1.2K · ⏱️ 09.08.2023):
+- [PyPi](https://pypi.org/project/cerberus) (📥 4.7M / month · 📦 1.2K · ⏱️ 09.08.2023):
```
pip install cerberus
```
@@ -931,18 +931,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge cerberus
```
voluptuous (🥈33 · ⭐ 1.8K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
+voluptuous (🥈34 · ⭐ 1.8K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
- [GitHub](https://github.com/alecthomas/voluptuous) (👨💻 96 · 🔀 210 · 📦 16K · 📋 250 - 15% open · ⏱️ 02.02.2024):
```
git clone https://github.com/alecthomas/voluptuous
```
-- [PyPi](https://pypi.org/project/voluptuous) (📥 2.7M / month · 📦 1.4K · ⏱️ 03.02.2024):
+- [PyPi](https://pypi.org/project/voluptuous) (📥 2.6M / month · 📦 1.4K · ⏱️ 03.02.2024):
```
pip install voluptuous
```
-- [Conda](https://anaconda.org/conda-forge/voluptuous) (📥 350K · ⏱️ 03.02.2024):
+- [Conda](https://anaconda.org/conda-forge/voluptuous) (📥 360K · ⏱️ 03.02.2024):
```
conda install -c conda-forge voluptuous
```
@@ -970,7 +970,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/holoviz/param
```
-- [PyPi](https://pypi.org/project/param) (📥 530K / month · 📦 160 · ⏱️ 22.03.2024):
+- [PyPi](https://pypi.org/project/param) (📥 520K / month · 📦 160 · ⏱️ 22.03.2024):
```
pip install param
```
@@ -981,7 +981,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
python-email-validator (🥉30 · ⭐ 1K) - A robust email syntax and deliverability validation.. Unlicense
-- [GitHub](https://github.com/JoshData/python-email-validator) (👨💻 23 · 🔀 150 · 📋 96 - 11% open · ⏱️ 14.04.2024):
+- [GitHub](https://github.com/JoshData/python-email-validator) (👨💻 23 · 🔀 150 · 📋 96 - 11% open · ⏱️ 19.04.2024):
```
git clone https://github.com/JoshData/python-email-validator
@@ -997,12 +997,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
strictyaml (🥉28 · ⭐ 1.4K · 💤) - Type-safe YAML parser and validator. MIT
-- [GitHub](https://github.com/crdoconnor/strictyaml) (👨💻 20 · 🔀 60 · 📦 2.4K · 📋 160 - 54% open · ⏱️ 25.05.2023):
+- [GitHub](https://github.com/crdoconnor/strictyaml) (👨💻 20 · 🔀 60 · 📦 2.5K · 📋 160 - 54% open · ⏱️ 25.05.2023):
```
git clone https://github.com/crdoconnor/strictyaml
```
-- [PyPi](https://pypi.org/project/strictyaml) (📥 2.1M / month · 📦 280 · ⏱️ 10.03.2023):
+- [PyPi](https://pypi.org/project/strictyaml) (📥 2.2M / month · 📦 280 · ⏱️ 10.03.2023):
```
pip install strictyaml
```
@@ -1013,7 +1013,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
dirty-equals (🥉22 · ⭐ 760) - Doing dirty (but extremely useful) things with equals. MIT
-- [GitHub](https://github.com/samuelcolvin/dirty-equals) (👨💻 16 · 🔀 35 · 📦 300 · 📋 32 - 40% open · ⏱️ 15.11.2023):
+- [GitHub](https://github.com/samuelcolvin/dirty-equals) (👨💻 16 · 🔀 35 · 📦 310 · 📋 32 - 40% open · ⏱️ 15.11.2023):
```
git clone https://github.com/samuelcolvin/dirty-equals
@@ -1034,7 +1034,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/seandstewart/typical
```
-- [PyPi](https://pypi.org/project/typical) (📥 960 / month · 📦 4 · ⏱️ 20.07.2019):
+- [PyPi](https://pypi.org/project/typical) (📥 1.5K / month · 📦 4 · ⏱️ 20.07.2019):
```
pip install typical
```
@@ -1050,7 +1050,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/guyskk/validr
```
-- [PyPi](https://pypi.org/project/validr) (📥 580 / month · 📦 6 · ⏱️ 13.12.2023):
+- [PyPi](https://pypi.org/project/validr) (📥 510 / month · 📦 6 · ⏱️ 13.12.2023):
```
pip install validr
```
@@ -1069,7 +1069,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
🔗 python-patterns ( ⭐ 39K · 💀) - Collection of design patterns/idioms in Python.
-transitions (🥇31 · ⭐ 5.3K · 💤) - A lightweight, object-oriented finite state machine.. MIT
+transitions (🥇31 · ⭐ 5.4K · 💤) - A lightweight, object-oriented finite state machine.. MIT
- [GitHub](https://github.com/pytransitions/transitions) (👨💻 76 · 🔀 520 · 📦 3.4K · 📋 450 - 4% open · ⏱️ 20.09.2023):
@@ -1080,7 +1080,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install transitions
```
-- [Conda](https://anaconda.org/conda-forge/transitions) (📥 620K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/transitions) (📥 630K · ⏱️ 16.06.2023):
```
conda install -c conda-forge transitions
```
@@ -1122,7 +1122,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install arrow
```
-- [Conda](https://anaconda.org/conda-forge/arrow) (📥 4.3M · ⏱️ 01.10.2023):
+- [Conda](https://anaconda.org/conda-forge/arrow) (📥 4.4M · ⏱️ 01.10.2023):
```
conda install -c conda-forge arrow
```
@@ -1138,7 +1138,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install python-dateutil
```
-- [Conda](https://anaconda.org/conda-forge/python-dateutil) (📥 55M · ⏱️ 01.03.2024):
+- [Conda](https://anaconda.org/conda-forge/python-dateutil) (📥 56M · ⏱️ 01.03.2024):
```
conda install -c conda-forge python-dateutil
```
@@ -1154,19 +1154,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install pendulum
```
-- [Conda](https://anaconda.org/conda-forge/pendulum) (📥 950K · ⏱️ 07.01.2024):
+- [Conda](https://anaconda.org/conda-forge/pendulum) (📥 960K · ⏱️ 07.01.2024):
```
conda install -c conda-forge pendulum
```
dateparser (🥈36 · ⭐ 2.5K) - python parser for human readable dates. BSD-3
-- [GitHub](https://github.com/scrapinghub/dateparser) (👨💻 140 · 🔀 460 · 📦 27K · 📋 700 - 45% open · ⏱️ 08.04.2024):
+- [GitHub](https://github.com/scrapinghub/dateparser) (👨💻 140 · 🔀 460 · 📦 28K · 📋 700 - 45% open · ⏱️ 08.04.2024):
```
git clone https://github.com/scrapinghub/dateparser
```
-- [PyPi](https://pypi.org/project/dateparser) (📥 6.8M / month · 📦 1.3K · ⏱️ 17.11.2023):
+- [PyPi](https://pypi.org/project/dateparser) (📥 7M / month · 📦 1.3K · ⏱️ 17.11.2023):
```
pip install dateparser
```
@@ -1177,7 +1177,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
pytz (🥉35 · ⭐ 310) - pytz Python historical timezone library and database. MIT
-- [GitHub](https://github.com/stub42/pytz) (👨💻 21 · 🔀 82 · 📥 32 · 📦 1.9M · 📋 87 - 36% open · ⏱️ 02.02.2024):
+- [GitHub](https://github.com/stub42/pytz) (👨💻 21 · 🔀 84 · 📥 33 · 📦 1.9M · 📋 88 - 37% open · ⏱️ 02.02.2024):
```
git clone https://github.com/stub42/pytz
@@ -1198,7 +1198,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/dr-prodigy/python-holidays
```
-- [PyPi](https://pypi.org/project/holidays) (📥 6.9M / month · 📦 470 · ⏱️ 15.04.2024):
+- [PyPi](https://pypi.org/project/holidays) (📥 7M / month · 📦 480 · ⏱️ 15.04.2024):
```
pip install holidays
```
@@ -1234,9 +1234,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._
filesystem_spec (🥇40 · ⭐ 890) - A specification that python filesystems should adhere to. BSD-3
+filesystem_spec (🥇40 · ⭐ 900) - A specification that python filesystems should adhere to. BSD-3
-- [GitHub](https://github.com/fsspec/filesystem_spec) (👨💻 230 · 🔀 320 · 📦 110K · 📋 670 - 36% open · ⏱️ 16.04.2024):
+- [GitHub](https://github.com/fsspec/filesystem_spec) (👨💻 230 · 🔀 320 · 📦 110K · 📋 670 - 36% open · ⏱️ 23.04.2024):
```
git clone https://github.com/fsspec/filesystem_spec
@@ -1250,7 +1250,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge fsspec
```
watchdog (🥈38 · ⭐ 6.2K) - Python library and shell utilities to monitor filesystem events. Apache-2
+watchdog (🥈38 · ⭐ 6.3K) - Python library and shell utilities to monitor filesystem events. Apache-2
- [GitHub](https://github.com/gorakhargosh/watchdog) (👨💻 150 · 🔀 690 · 📦 140K · 📋 640 - 28% open · ⏱️ 12.02.2024):
@@ -1261,14 +1261,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install watchdog
```
-- [Conda](https://anaconda.org/conda-forge/watchdog) (📥 2.8M · ⏱️ 07.02.2024):
+- [Conda](https://anaconda.org/conda-forge/watchdog) (📥 2.9M · ⏱️ 07.02.2024):
```
conda install -c conda-forge watchdog
```
filelock (🥈35 · ⭐ 680) - A platform-independent file lock for Python. Unlicense
-- [GitHub](https://github.com/tox-dev/filelock) (👨💻 45 · 🔀 97 · 📦 420K · 📋 110 - 13% open · ⏱️ 16.04.2024):
+- [GitHub](https://github.com/tox-dev/filelock) (👨💻 45 · 🔀 98 · 📦 430K · 📋 110 - 13% open · ⏱️ 22.04.2024):
```
git clone https://github.com/tox-dev/py-filelock
@@ -1277,41 +1277,41 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install filelock
```
-- [Conda](https://anaconda.org/conda-forge/filelock) (📥 17M · ⏱️ 09.04.2024):
+- [Conda](https://anaconda.org/conda-forge/filelock) (📥 18M · ⏱️ 09.04.2024):
```
conda install -c conda-forge filelock
```
aiofiles (🥈32 · ⭐ 2.5K) - File support for asyncio. Apache-2
+path (🥉33 · ⭐ 1.1K · 📈) - Object-oriented file system path manipulation. MIT
-- [GitHub](https://github.com/Tinche/aiofiles) (👨💻 36 · 🔀 140 · 📦 140K · 📋 120 - 42% open · ⏱️ 06.02.2024):
+- [GitHub](https://github.com/jaraco/path) (👨💻 54 · 🔀 140 · 📦 15K · 📋 140 - 1% open · ⏱️ 24.04.2024):
```
- git clone https://github.com/Tinche/aiofiles
+ git clone https://github.com/jaraco/path
```
-- [PyPi](https://pypi.org/project/aiofiles) (📥 14M / month · 📦 2.3K · ⏱️ 09.08.2023):
+- [PyPi](https://pypi.org/project/path) (📥 1.3M / month · 📦 160 · ⏱️ 09.04.2024):
```
- pip install aiofiles
+ pip install path
```
-- [Conda](https://anaconda.org/conda-forge/aiofiles) (📥 1M · ⏱️ 02.11.2023):
+- [Conda](https://anaconda.org/conda-forge/path) (📥 520K · ⏱️ 15.04.2024):
```
- conda install -c conda-forge aiofiles
+ conda install -c conda-forge path
```
path (🥉30 · ⭐ 1.1K) - Object-oriented file system path manipulation. MIT
+aiofiles (🥉32 · ⭐ 2.5K) - File support for asyncio. Apache-2
-- [GitHub](https://github.com/jaraco/path) (👨💻 54 · 🔀 140 · 📋 140 - 1% open · ⏱️ 10.04.2024):
+- [GitHub](https://github.com/Tinche/aiofiles) (👨💻 36 · 🔀 140 · 📦 140K · 📋 120 - 42% open · ⏱️ 06.02.2024):
```
- git clone https://github.com/jaraco/path
+ git clone https://github.com/Tinche/aiofiles
```
-- [PyPi](https://pypi.org/project/path) (📥 1.4M / month · 📦 160 · ⏱️ 09.04.2024):
+- [PyPi](https://pypi.org/project/aiofiles) (📥 15M / month · 📦 2.3K · ⏱️ 09.08.2023):
```
- pip install path
+ pip install aiofiles
```
-- [Conda](https://anaconda.org/conda-forge/path) (📥 520K · ⏱️ 15.04.2024):
+- [Conda](https://anaconda.org/conda-forge/aiofiles) (📥 1M · ⏱️ 02.11.2023):
```
- conda install -c conda-forge path
+ conda install -c conda-forge aiofiles
```
scandir (🥉29 · ⭐ 520 · 💤) - Better directory iterator and faster os.walk(), now in the Python.. BSD-3
@@ -1332,8 +1332,8 @@ _General-purpose data containers as well as utilities & extensions for pandas._
Show 4 hidden projects...
-- appdirs (🥈32 · ⭐ 1K · 💀) - A small Python module for determining appropriate platform-specific..MIT
-- zipp (🥈32 · ⭐ 49) - Backport of pathlib-compatible object wrapper for zip files. MIT
+- zipp (🥈35 · ⭐ 50 · 📈) - Backport of pathlib-compatible object wrapper for zip files. MIT
+- appdirs (🥉32 · ⭐ 1K · 💀) - A small Python module for determining appropriate platform-specific.. MIT
- pyfilesystem2 (🥉30 · ⭐ 1.9K · 💀) - Pythons Filesystem abstraction layer. MIT
- Unipath (🥉22 · ⭐ 510 · 💀) - An object-oriented approach to Python file/directory operations. MIT
typing (🥈35 · ⭐ 1.5K) - Python static typing home. Hosts the documentation and a user help.. Python-2.0
-- [GitHub](https://github.com/python/typing) (👨💻 98 · 🔀 220 · 📋 780 - 18% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/python/typing) (👨💻 98 · 🔀 220 · 📋 780 - 18% open · ⏱️ 24.04.2024):
```
git clone https://github.com/python/typing
```
-- [PyPi](https://pypi.org/project/typing) (📥 9.1M / month · 📦 6.1K · ⏱️ 01.05.2021):
+- [PyPi](https://pypi.org/project/typing) (📥 8.8M / month · 📦 6.1K · ⏱️ 01.05.2021):
```
pip install typing
```
@@ -1406,7 +1406,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
cryptography (🥇47 · ⭐ 6.3K) - cryptography is a package designed to expose cryptographic.. Apache-2
-- [GitHub](https://github.com/pyca/cryptography) (👨💻 310 · 🔀 1.4K · 📦 650K · 📋 2.4K - 1% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/pyca/cryptography) (👨💻 310 · 🔀 1.4K · 📦 660K · 📋 2.4K - 1% open · ⏱️ 25.04.2024):
```
git clone https://github.com/pyca/cryptography
@@ -1420,6 +1420,22 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge cryptography
```
keyring (🥈39 · ⭐ 1.2K · 📈) - Store and access your passwords safely. MIT
+
+- [GitHub](https://github.com/jaraco/keyring) (👨💻 120 · 🔀 150 · 📦 120K · 📋 510 - 11% open · ⏱️ 24.04.2024):
+
+ ```
+ git clone https://github.com/jaraco/keyring
+ ```
+- [PyPi](https://pypi.org/project/keyring) (📥 53M / month · 📦 4.9K · ⏱️ 02.04.2024):
+ ```
+ pip install keyring
+ ```
+- [Conda](https://anaconda.org/conda-forge/keyring) (📥 4.5M · ⏱️ 03.04.2024):
+ ```
+ conda install -c conda-forge keyring
+ ```
+tink (🥈38 · ⭐ 13K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2
- [GitHub](https://github.com/tink-crypto/tink) (👨💻 120 · 🔀 1.2K · 📥 1.1K · 📦 1.1K · ⏱️ 17.04.2024):
@@ -1427,18 +1443,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/google/tink
```
-- [PyPi](https://pypi.org/project/tink) (📥 380K / month · 📦 4 · ⏱️ 27.11.2023):
+- [PyPi](https://pypi.org/project/tink) (📥 390K / month · 📦 4 · ⏱️ 27.11.2023):
```
pip install tink
```
-- [npm](https://www.npmjs.com/package/tink-crypto) (📥 230 / month · 📦 2 · ⏱️ 02.05.2023):
+- [npm](https://www.npmjs.com/package/tink-crypto) (📥 180 / month · 📦 2 · ⏱️ 02.05.2023):
```
npm install tink-crypto
```
pycryptodomex (🥈38 · ⭐ 2.7K · 📈) - A self-contained cryptographic library for Python. BSD-3
+pycryptodomex (🥉37 · ⭐ 2.7K · 📉) - A self-contained cryptographic library for Python. BSD-3
-- [GitHub](https://github.com/Legrandin/pycryptodome) (👨💻 150 · 🔀 470 · 📥 420 · 📦 93K · 📋 580 - 10% open · ⏱️ 13.01.2024):
+- [GitHub](https://github.com/Legrandin/pycryptodome) (👨💻 150 · 🔀 470 · 📥 440 · 📦 94K · 📋 580 - 10% open · ⏱️ 20.04.2024):
```
git clone https://github.com/Legrandin/pycryptodome
@@ -1452,22 +1468,6 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge pycryptodomex
```
keyring (🥉37 · ⭐ 1.2K) - Store and access your passwords safely. MIT
-
-- [GitHub](https://github.com/jaraco/keyring) (👨💻 120 · 🔀 150 · 📋 510 - 11% open · ⏱️ 16.04.2024):
-
- ```
- git clone https://github.com/jaraco/keyring
- ```
-- [PyPi](https://pypi.org/project/keyring) (📥 53M / month · 📦 4.4K · ⏱️ 02.04.2024):
- ```
- pip install keyring
- ```
-- [Conda](https://anaconda.org/conda-forge/keyring) (📥 4.5M · ⏱️ 03.04.2024):
- ```
- conda install -c conda-forge keyring
- ```
-bcrypt (🥉37 · ⭐ 1.1K) - Modern(-ish) password hashing for your software and your servers. Apache-2
- [GitHub](https://github.com/pyca/bcrypt) (👨💻 32 · 🔀 200 · 📦 220K · 📋 140 - 5% open · ⏱️ 18.04.2024):
@@ -1475,11 +1475,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/pyca/bcrypt
```
-- [PyPi](https://pypi.org/project/bcrypt) (📥 57M / month · 📦 8.2K · ⏱️ 15.12.2023):
+- [PyPi](https://pypi.org/project/bcrypt) (📥 58M / month · 📦 8.2K · ⏱️ 15.12.2023):
```
pip install bcrypt
```
-- [Conda](https://anaconda.org/conda-forge/bcrypt) (📥 4.7M · ⏱️ 15.12.2023):
+- [Conda](https://anaconda.org/conda-forge/bcrypt) (📥 4.8M · ⏱️ 15.12.2023):
```
conda install -c conda-forge bcrypt
```
@@ -1491,7 +1491,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/wbond/asn1crypto
```
-- [PyPi](https://pypi.org/project/asn1crypto) (📥 79M / month · 📦 7.1K · ⏱️ 15.03.2022):
+- [PyPi](https://pypi.org/project/asn1crypto) (📥 80M / month · 📦 7.1K · ⏱️ 15.03.2022):
```
pip install asn1crypto
```
@@ -1507,7 +1507,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/sybrenstuvel/python-rsa
```
-- [PyPi](https://pypi.org/project/rsa) (📥 180M / month · 📦 7.3K · ⏱️ 20.07.2022):
+- [PyPi](https://pypi.org/project/rsa) (📥 190M / month · 📦 7.3K · ⏱️ 20.07.2022):
```
pip install rsa
```
@@ -1522,66 +1522,66 @@ _General-purpose data containers as well as utilities & extensions for pandas._
ansible (🥇47 · ⭐ 61K · 📉) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0
+ansible (🥇48 · ⭐ 61K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0
-- [GitHub](https://github.com/ansible/ansible) (👨💻 6.8K · 🔀 24K · 📋 32K - 2% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/ansible/ansible) (👨💻 6.8K · 🔀 24K · 📦 33K · 📋 33K - 2% open · ⏱️ 24.04.2024):
```
git clone https://github.com/ansible/ansible
```
-- [PyPi](https://pypi.org/project/ansible) (📥 5.6M / month · 📦 4.1K · ⏱️ 09.04.2024):
+- [PyPi](https://pypi.org/project/ansible) (📥 5.4M / month · 📦 4.1K · ⏱️ 24.04.2024):
```
pip install ansible
```
-- [Conda](https://anaconda.org/conda-forge/ansible) (📥 1M · ⏱️ 28.03.2024):
+- [Conda](https://anaconda.org/conda-forge/ansible) (📥 1M · ⏱️ 24.04.2024):
```
conda install -c conda-forge ansible
```
awscli (🥇44 · ⭐ 15K) - Universal Command Line Interface for Amazon Web Services. Apache-2
-- [GitHub](https://github.com/aws/aws-cli) (👨💻 440 · 🔀 3.9K · 📥 1.7K · 📦 4 · 📋 4.6K - 12% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/aws/aws-cli) (👨💻 440 · 🔀 3.9K · 📥 1.7K · 📦 4 · 📋 4.6K - 12% open · ⏱️ 24.04.2024):
```
git clone https://github.com/aws/aws-cli
```
-- [PyPi](https://pypi.org/project/awscli) (📥 160M / month · 📦 3.1K · ⏱️ 17.04.2024):
+- [PyPi](https://pypi.org/project/awscli) (📥 150M / month · 📦 3.1K · ⏱️ 24.04.2024):
```
pip install awscli
```
-- [Conda](https://anaconda.org/conda-forge/awscli) (📥 22M · ⏱️ 18.04.2024):
+- [Conda](https://anaconda.org/conda-forge/awscli):
```
conda install -c conda-forge awscli
```
botocore (🥇44 · ⭐ 1.4K) - The low-level, core functionality of boto3 and the AWS CLI. Apache-2
-- [GitHub](https://github.com/boto/botocore) (👨💻 200 · 🔀 1.1K · 📦 320K · 📋 1.1K - 12% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/boto/botocore) (👨💻 200 · 🔀 1.1K · 📦 320K · 📋 1.1K - 13% open · ⏱️ 24.04.2024):
```
git clone https://github.com/boto/botocore
```
-- [PyPi](https://pypi.org/project/botocore) (📥 590M / month · 📦 8.7K · ⏱️ 17.04.2024):
+- [PyPi](https://pypi.org/project/botocore) (📥 600M / month · 📦 8.7K · ⏱️ 24.04.2024):
```
pip install botocore
```
-- [Conda](https://anaconda.org/conda-forge/botocore) (📥 26M · ⏱️ 17.04.2024):
+- [Conda](https://anaconda.org/conda-forge/botocore) (📥 26M · ⏱️ 25.04.2024):
```
conda install -c conda-forge botocore
```
pulumi (🥈43 · ⭐ 20K) - Pulumi - Infrastructure as Code in any programming language. Build.. Apache-2
-- [GitHub](https://github.com/pulumi/pulumi) (👨💻 260 · 🔀 1K · 📥 2.9M · 📦 7.6K · 📋 7.1K - 29% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/pulumi/pulumi) (👨💻 260 · 🔀 1K · 📥 2.9M · 📦 7.7K · 📋 7.2K - 29% open · ⏱️ 25.04.2024):
```
git clone https://github.com/pulumi/pulumi
```
-- [PyPi](https://pypi.org/project/pulumi) (📥 960K / month · 📦 180 · ⏱️ 18.04.2024):
+- [PyPi](https://pypi.org/project/pulumi) (📥 990K / month · 📦 180 · ⏱️ 25.04.2024):
```
pip install pulumi
```
-- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (📥 2.4M / month · 📦 930 · ⏱️ 17.04.2024):
+- [npm](https://www.npmjs.com/package/@pulumi/pulumi) (📥 2.5M / month · 📦 930 · ⏱️ 23.04.2024):
```
npm install @pulumi/pulumi
```
@@ -1604,12 +1604,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
docker (🥈42 · ⭐ 6.6K) - A Python library for the Docker Engine API. Apache-2
-- [GitHub](https://github.com/docker/docker-py) (👨💻 450 · 🔀 1.7K · 📥 930 · 📦 79K · 📋 1.7K - 26% open · ⏱️ 09.04.2024):
+- [GitHub](https://github.com/docker/docker-py) (👨💻 450 · 🔀 1.7K · 📥 940 · 📦 79K · 📋 1.7K - 26% open · ⏱️ 09.04.2024):
```
git clone https://github.com/docker/docker-py
```
-- [PyPi](https://pypi.org/project/docker) (📥 39M / month · 📦 4.1K · ⏱️ 08.12.2023):
+- [PyPi](https://pypi.org/project/docker) (📥 39M / month · 📦 4.2K · ⏱️ 08.12.2023):
```
pip install docker
```
@@ -1620,28 +1620,28 @@ _General-purpose data containers as well as utilities & extensions for pandas._
docker-compose (🥈41 · ⭐ 32K) - Define and run multi-container applications with Docker. Apache-2
-- [GitHub](https://github.com/docker/compose) (👨💻 530 · 🔀 5K · 📥 90M · 📦 490 · 📋 7.5K - 3% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/docker/compose) (👨💻 530 · 🔀 5K · 📥 91M · 📦 490 · 📋 7.5K - 3% open · ⏱️ 24.04.2024):
```
git clone https://github.com/docker/compose
```
-- [PyPi](https://pypi.org/project/docker-compose) (📥 2M / month · 📦 1.2K · ⏱️ 10.05.2021):
+- [PyPi](https://pypi.org/project/docker-compose) (📥 1.9M / month · 📦 1.2K · ⏱️ 10.05.2021):
```
pip install docker-compose
```
-- [Conda](https://anaconda.org/conda-forge/docker-compose) (📥 400K · ⏱️ 02.10.2023):
+- [Conda](https://anaconda.org/conda-forge/docker-compose) (📥 400K · ⏱️ 24.04.2024):
```
conda install -c conda-forge docker-compose
```
kubernetes (🥈39 · ⭐ 6.4K · 📈) - Official Python client library for kubernetes. Apache-2
+kubernetes (🥈39 · ⭐ 6.4K) - Official Python client library for kubernetes. Apache-2
-- [GitHub](https://github.com/kubernetes-client/python) (👨💻 190 · 🔀 3.3K · 📋 1.4K - 9% open · ⏱️ 02.04.2024):
+- [GitHub](https://github.com/kubernetes-client/python) (👨💻 200 · 🔀 3.3K · 📋 1.4K - 9% open · ⏱️ 23.04.2024):
```
git clone https://github.com/kubernetes-client/python
```
-- [PyPi](https://pypi.org/project/kubernetes) (📥 24M / month · 📦 1.5K · ⏱️ 08.01.2024):
+- [PyPi](https://pypi.org/project/kubernetes) (📥 25M / month · 📦 1.5K · ⏱️ 08.01.2024):
```
pip install kubernetes
```
@@ -1657,7 +1657,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/ktbyers/netmiko
```
-- [PyPi](https://pypi.org/project/netmiko) (📥 290K / month · 📦 280 · ⏱️ 17.11.2023):
+- [PyPi](https://pypi.org/project/netmiko) (📥 280K / month · 📦 280 · ⏱️ 17.11.2023):
```
pip install netmiko
```
@@ -1669,11 +1669,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/fabric/fabric
```
-- [PyPi](https://pypi.org/project/fabric) (📥 6.9M / month · 📦 170 · ⏱️ 31.08.2023):
+- [PyPi](https://pypi.org/project/fabric) (📥 7M / month · 📦 170 · ⏱️ 31.08.2023):
```
pip install fabric
```
-- [Conda](https://anaconda.org/conda-forge/fabric) (📥 88K · ⏱️ 31.08.2023):
+- [Conda](https://anaconda.org/conda-forge/fabric) (📥 89K · ⏱️ 31.08.2023):
```
conda install -c conda-forge fabric
```
@@ -1694,14 +1694,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge schedule
```
plumbum (🥉34 · ⭐ 2.7K) - Plumbum: Shell Combinators. MIT
+plumbum (🥉34 · ⭐ 2.8K) - Plumbum: Shell Combinators. MIT
- [GitHub](https://github.com/tomerfiliba/plumbum) (👨💻 110 · 🔀 180 · 📦 6.2K · 📋 350 - 36% open · ⏱️ 21.12.2023):
```
git clone https://github.com/tomerfiliba/plumbum
```
-- [PyPi](https://pypi.org/project/plumbum) (📥 4.1M / month · 📦 480 · ⏱️ 30.05.2023):
+- [PyPi](https://pypi.org/project/plumbum) (📥 3.9M / month · 📦 480 · ⏱️ 30.05.2023):
```
pip install plumbum
```
@@ -1712,12 +1712,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
sshtunnel (🥉32 · ⭐ 1.2K · 💤) - SSH tunnels to remote server. MIT
-- [GitHub](https://github.com/pahaz/sshtunnel) (👨💻 26 · 🔀 180 · 📦 6.9K · 📋 200 - 30% open · ⏱️ 14.05.2023):
+- [GitHub](https://github.com/pahaz/sshtunnel) (👨💻 26 · 🔀 180 · 📦 7K · 📋 200 - 30% open · ⏱️ 14.05.2023):
```
git clone https://github.com/pahaz/sshtunnel
```
-- [PyPi](https://pypi.org/project/sshtunnel) (📥 11M / month · 📦 340 · ⏱️ 11.01.2021):
+- [PyPi](https://pypi.org/project/sshtunnel) (📥 12M / month · 📦 340 · ⏱️ 11.01.2021):
```
pip install sshtunnel
```
@@ -1733,7 +1733,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/Fizzadar/pyinfra
```
-- [PyPi](https://pypi.org/project/pyinfra) (📥 43K / month · 📦 12 · ⏱️ 25.02.2024):
+- [PyPi](https://pypi.org/project/pyinfra) (📥 37K / month · 📦 12 · ⏱️ 25.02.2024):
```
pip install pyinfra
```
@@ -1745,11 +1745,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/pypyr/pypyr
```
-- [PyPi](https://pypi.org/project/pypyr) (📥 2.4K / month · 📦 9 · ⏱️ 22.09.2023):
+- [PyPi](https://pypi.org/project/pypyr) (📥 2.6K / month · 📦 9 · ⏱️ 22.09.2023):
```
pip install pypyr
```
-- [Conda](https://anaconda.org/conda-forge/pypyr) (📥 14K · ⏱️ 22.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pypyr) (📥 15K · ⏱️ 22.09.2023):
```
conda install -c conda-forge pypyr
```
@@ -1800,25 +1800,25 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge supervisor
```
sh (🥉34 · ⭐ 6.9K) - Python process launching. MIT
+sh (🥈35 · ⭐ 6.9K) - Python process launching. MIT
-- [GitHub](https://github.com/amoffat/sh) (👨💻 98 · 🔀 540 · 📦 14K · 📋 470 - 1% open · ⏱️ 13.03.2024):
+- [GitHub](https://github.com/amoffat/sh) (👨💻 98 · 🔀 540 · 📦 15K · 📋 470 - 1% open · ⏱️ 13.03.2024):
```
git clone https://github.com/amoffat/sh
```
-- [PyPi](https://pypi.org/project/sh) (📥 7.6M / month · 📦 2.7K · ⏱️ 10.08.2023):
+- [PyPi](https://pypi.org/project/sh) (📥 8M / month · 📦 2.7K · ⏱️ 10.08.2023):
```
pip install sh
```
-- [Conda](https://anaconda.org/conda-forge/sh) (📥 190K · ⏱️ 10.08.2023):
+- [Conda](https://anaconda.org/conda-forge/sh) (📥 200K · ⏱️ 10.08.2023):
```
conda install -c conda-forge sh
```
ptyprocess (🥉26 · ⭐ 210) - Run a subprocess in a pseudo terminal. ISC
-- [GitHub](https://github.com/pexpect/ptyprocess) (👨💻 19 · 🔀 68 · 📋 37 - 54% open · ⏱️ 23.10.2023):
+- [GitHub](https://github.com/pexpect/ptyprocess) (👨💻 19 · 🔀 68 · 📋 38 - 52% open · ⏱️ 23.10.2023):
```
git clone https://github.com/pexpect/ptyprocess
@@ -1849,7 +1849,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install greenlet
```
-- [Conda](https://anaconda.org/conda-forge/greenlet) (📥 9.3M · ⏱️ 21.12.2023):
+- [Conda](https://anaconda.org/conda-forge/greenlet) (📥 9.4M · ⏱️ 21.12.2023):
```
conda install -c conda-forge greenlet
```
@@ -1861,7 +1861,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/MagicStack/uvloop
```
-- [PyPi](https://pypi.org/project/uvloop) (📥 9.6M / month · 📦 2K · ⏱️ 22.10.2023):
+- [PyPi](https://pypi.org/project/uvloop) (📥 9.7M / month · 📦 2K · ⏱️ 22.10.2023):
```
pip install uvloop
```
@@ -1872,7 +1872,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
anyio (🥈37 · ⭐ 1.6K) - High level asynchronous concurrency and networking framework that works on.. MIT
-- [GitHub](https://github.com/agronholm/anyio) (👨💻 49 · 🔀 130 · 📦 280K · 📋 350 - 17% open · ⏱️ 15.04.2024):
+- [GitHub](https://github.com/agronholm/anyio) (👨💻 49 · 🔀 130 · 📦 280K · 📋 350 - 17% open · ⏱️ 24.04.2024):
```
git clone https://github.com/agronholm/anyio
@@ -1893,23 +1893,23 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/tiangolo/asyncer
```
-- [PyPi](https://pypi.org/project/asyncer) (📥 160K / month · 📦 79 · ⏱️ 22.02.2024):
+- [PyPi](https://pypi.org/project/asyncer) (📥 170K / month · 📦 79 · ⏱️ 22.02.2024):
```
pip install asyncer
```
-- [Conda](https://anaconda.org/conda-forge/asyncer) (📥 7.4K · ⏱️ 17.04.2024):
+- [Conda](https://anaconda.org/conda-forge/asyncer) (📥 7.5K · ⏱️ 17.04.2024):
```
conda install -c conda-forge asyncer
```
aiomisc (🥉24 · ⭐ 360) - aiomisc - miscellaneous utils for asyncio. MIT
-- [GitHub](https://github.com/aiokitchen/aiomisc) (👨💻 19 · 🔀 25 · 📦 360 · 📋 24 - 25% open · ⏱️ 14.03.2024):
+- [GitHub](https://github.com/aiokitchen/aiomisc) (👨💻 19 · 🔀 25 · 📦 360 · 📋 25 - 28% open · ⏱️ 18.04.2024):
```
git clone https://github.com/aiokitchen/aiomisc
```
-- [PyPi](https://pypi.org/project/aiomisc) (📥 18K / month · 📦 39 · ⏱️ 14.03.2024):
+- [PyPi](https://pypi.org/project/aiomisc) (📥 18K / month · 📦 39 · ⏱️ 18.04.2024):
```
pip install aiomisc
```
@@ -1921,11 +1921,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/alex-sherman/unsync
```
-- [PyPi](https://pypi.org/project/unsync) (📥 52K / month · 📦 19 · ⏱️ 21.10.2021):
+- [PyPi](https://pypi.org/project/unsync) (📥 54K / month · 📦 19 · ⏱️ 21.10.2021):
```
pip install unsync
```
-- [Conda](https://anaconda.org/conda-forge/unsync) (📥 12K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/unsync) (📥 13K · ⏱️ 16.06.2023):
```
conda install -c conda-forge unsync
```
@@ -1937,11 +1937,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/glenfant/stopit
```
-- [PyPi](https://pypi.org/project/stopit) (📥 440K / month · 📦 130 · ⏱️ 09.02.2018):
+- [PyPi](https://pypi.org/project/stopit) (📥 460K / month · 📦 130 · ⏱️ 09.02.2018):
```
pip install stopit
```
-- [Conda](https://anaconda.org/conda-forge/stopit) (📥 850K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/stopit) (📥 860K · ⏱️ 16.06.2023):
```
conda install -c conda-forge stopit
```
@@ -1954,12 +1954,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
python-dotenv (🥇38 · ⭐ 7.1K) - Reads key-value pairs from a .env file and can set them as.. BSD-3
-- [GitHub](https://github.com/theskumar/python-dotenv) (👨💻 95 · 🔀 440 · 📦 750K · 📋 280 - 15% open · ⏱️ 08.04.2024):
+- [GitHub](https://github.com/theskumar/python-dotenv) (👨💻 95 · 🔀 440 · 📦 760K · 📋 280 - 15% open · ⏱️ 08.04.2024):
```
git clone https://github.com/theskumar/python-dotenv
```
-- [PyPi](https://pypi.org/project/python-dotenv) (📥 58M / month · 📦 10K · ⏱️ 23.01.2024):
+- [PyPi](https://pypi.org/project/python-dotenv) (📥 59M / month · 📦 11K · ⏱️ 23.01.2024):
```
pip install python-dotenv
```
@@ -1970,48 +1970,48 @@ _General-purpose data containers as well as utilities & extensions for pandas._
traitlets (🥇38 · ⭐ 600) - A lightweight Traits like module. BSD-3
-- [GitHub](https://github.com/ipython/traitlets) (👨💻 120 · 🔀 200 · 📥 330 · 📦 430K · 📋 300 - 33% open · ⏱️ 03.04.2024):
+- [GitHub](https://github.com/ipython/traitlets) (👨💻 120 · 🔀 200 · 📥 340 · 📦 430K · 📋 300 - 33% open · ⏱️ 19.04.2024):
```
git clone https://github.com/ipython/traitlets
```
-- [PyPi](https://pypi.org/project/traitlets) (📥 45M / month · 📦 15K · ⏱️ 12.03.2024):
+- [PyPi](https://pypi.org/project/traitlets) (📥 45M / month · 📦 15K · ⏱️ 19.04.2024):
```
pip install traitlets
```
-- [Conda](https://anaconda.org/conda-forge/traitlets) (📥 26M · ⏱️ 12.03.2024):
+- [Conda](https://anaconda.org/conda-forge/traitlets) (📥 27M · ⏱️ 19.04.2024):
```
conda install -c conda-forge traitlets
```
hydra (🥈34 · ⭐ 8.2K) - Hydra is a framework for elegantly configuring complex applications. MIT
-- [GitHub](https://github.com/facebookresearch/hydra) (👨💻 120 · 🔀 590 · 📦 22K · 📋 1.4K - 19% open · ⏱️ 03.04.2024):
+- [GitHub](https://github.com/facebookresearch/hydra) (👨💻 120 · 🔀 590 · 📦 23K · 📋 1.4K - 19% open · ⏱️ 03.04.2024):
```
git clone https://github.com/facebookresearch/hydra
```
-- [PyPi](https://pypi.org/project/hydra) (📥 10K / month · 📦 9 · ⏱️ 03.08.2016):
+- [PyPi](https://pypi.org/project/hydra) (📥 9.9K / month · 📦 9 · ⏱️ 03.08.2016):
```
pip install hydra
```
-- [Conda](https://anaconda.org/conda-forge/hydra-core) (📥 940K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/hydra-core) (📥 950K · ⏱️ 16.06.2023):
```
conda install -c conda-forge hydra-core
```
Dynaconf (🥈34 · ⭐ 3.5K) - Configuration Management for Python. MIT
-- [GitHub](https://github.com/dynaconf/dynaconf) (👨💻 120 · 🔀 290 · 📦 8.3K · 📋 500 - 22% open · ⏱️ 25.03.2024):
+- [GitHub](https://github.com/dynaconf/dynaconf) (👨💻 120 · 🔀 280 · 📦 8.3K · 📋 500 - 22% open · ⏱️ 19.04.2024):
```
git clone https://github.com/rochacbruno/dynaconf
```
-- [PyPi](https://pypi.org/project/dynaconf) (📥 3M / month · 📦 320 · ⏱️ 18.03.2024):
+- [PyPi](https://pypi.org/project/dynaconf) (📥 3.1M / month · 📦 330 · ⏱️ 18.03.2024):
```
pip install dynaconf
```
-- [Conda](https://anaconda.org/conda-forge/dynaconf) (📥 72K · ⏱️ 26.03.2024):
+- [Conda](https://anaconda.org/conda-forge/dynaconf) (📥 73K · ⏱️ 26.03.2024):
```
conda install -c conda-forge dynaconf
```
@@ -2023,18 +2023,18 @@ _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) (📥 3.4M / month · 📦 3.4K · ⏱️ 01.03.2023):
+- [PyPi](https://pypi.org/project/python-decouple) (📥 3.4M / month · 📦 3.5K · ⏱️ 01.03.2023):
```
pip install python-decouple
```
-- [Conda](https://anaconda.org/conda-forge/python-decouple) (📥 80K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/python-decouple) (📥 81K · ⏱️ 16.06.2023):
```
conda install -c conda-forge python-decouple
```
omegaconf (🥉32 · ⭐ 1.8K) - Flexible Python configuration system. The last one you will ever need. BSD-3
-- [GitHub](https://github.com/omry/omegaconf) (👨💻 34 · 🔀 96 · 📦 28K · 📋 550 - 18% open · ⏱️ 29.02.2024):
+- [GitHub](https://github.com/omry/omegaconf) (👨💻 34 · 🔀 96 · 📦 29K · 📋 550 - 18% open · ⏱️ 29.02.2024):
```
git clone https://github.com/omry/omegaconf
@@ -2050,12 +2050,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
gin-config (🥉28 · ⭐ 2K) - Gin provides a lightweight configuration framework for Python. Apache-2
-- [GitHub](https://github.com/google/gin-config) (👨💻 24 · 🔀 120 · 📦 8.2K · 📋 92 - 54% open · ⏱️ 05.02.2024):
+- [GitHub](https://github.com/google/gin-config) (👨💻 24 · 🔀 120 · 📦 8.3K · 📋 92 - 54% open · ⏱️ 05.02.2024):
```
git clone https://github.com/google/gin-config
```
-- [PyPi](https://pypi.org/project/gin-config) (📥 350K / month · 📦 97 · ⏱️ 03.11.2021):
+- [PyPi](https://pypi.org/project/gin-config) (📥 340K / month · 📦 97 · ⏱️ 03.11.2021):
```
pip install gin-config
```
@@ -2066,16 +2066,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
everett (🥉25 · ⭐ 150) - configuration library for python projects. MPL-2.0
-- [GitHub](https://github.com/willkg/everett) (👨💻 8 · 🔀 32 · 📦 1.2K · 📋 87 - 4% open · ⏱️ 02.04.2024):
+- [GitHub](https://github.com/willkg/everett) (👨💻 8 · 🔀 32 · 📦 1.2K · 📋 87 - 3% open · ⏱️ 23.04.2024):
```
git clone https://github.com/willkg/everett
```
-- [PyPi](https://pypi.org/project/everett) (📥 150K / month · 📦 45 · ⏱️ 06.11.2023):
+- [PyPi](https://pypi.org/project/everett) (📥 160K / month · 📦 45 · ⏱️ 06.11.2023):
```
pip install everett
```
-- [Conda](https://anaconda.org/conda-forge/everett) (📥 59K · ⏱️ 06.11.2023):
+- [Conda](https://anaconda.org/conda-forge/everett) (📥 60K · ⏱️ 06.11.2023):
```
conda install -c conda-forge everett
```
@@ -2090,9 +2090,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._
click (🥇45 · ⭐ 15K) - Python composable command line interface toolkit. BSD-3
+click (🥇46 · ⭐ 15K) - Python composable command line interface toolkit. BSD-3
-- [GitHub](https://github.com/pallets/click) (👨💻 370 · 🔀 1.4K · 📥 310 · 📦 1.6M · 📋 1.6K - 8% open · ⏱️ 23.03.2024):
+- [GitHub](https://github.com/pallets/click) (👨💻 370 · 🔀 1.4K · 📥 320 · 📦 1.6M · 📋 1.6K - 8% open · ⏱️ 24.04.2024):
```
git clone https://github.com/pallets/click
@@ -2108,16 +2108,16 @@ _General-purpose data containers as well as utilities & extensions for pandas._
rich (🥇42 · ⭐ 47K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
-- [GitHub](https://github.com/Textualize/rich) (👨💻 240 · 🔀 1.7K · 📦 190K · 📋 1.3K - 19% open · ⏱️ 16.04.2024):
+- [GitHub](https://github.com/Textualize/rich) (👨💻 240 · 🔀 1.7K · 📦 200K · 📋 1.3K - 19% open · ⏱️ 16.04.2024):
```
git clone https://github.com/Textualize/rich
```
-- [PyPi](https://pypi.org/project/rich) (📥 53M / month · 📦 7K · ⏱️ 28.02.2024):
+- [PyPi](https://pypi.org/project/rich) (📥 54M / month · 📦 7K · ⏱️ 28.02.2024):
```
pip install rich
```
-- [Conda](https://anaconda.org/conda-forge/rich) (📥 6.5M · ⏱️ 28.02.2024):
+- [Conda](https://anaconda.org/conda-forge/rich) (📥 6.6M · ⏱️ 28.02.2024):
```
conda install -c conda-forge rich
```
@@ -2129,18 +2129,18 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/google/python-fire
```
-- [PyPi](https://pypi.org/project/fire) (📥 6.4M / month · 📦 2K · ⏱️ 11.03.2024):
+- [PyPi](https://pypi.org/project/fire) (📥 6.5M / month · 📦 2K · ⏱️ 11.03.2024):
```
pip install fire
```
-- [Conda](https://anaconda.org/conda-forge/fire) (📥 890K · ⏱️ 12.03.2024):
+- [Conda](https://anaconda.org/conda-forge/fire) (📥 900K · ⏱️ 12.03.2024):
```
conda install -c conda-forge fire
```
Typer (🥈39 · ⭐ 14K) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT
-- [GitHub](https://github.com/tiangolo/typer) (👨💻 54 · 🔀 620 · 📦 84K · 📋 380 - 52% open · ⏱️ 10.04.2024):
+- [GitHub](https://github.com/tiangolo/typer) (👨💻 54 · 🔀 620 · 📦 85K · 📋 380 - 52% open · ⏱️ 10.04.2024):
```
git clone https://github.com/tiangolo/typer
@@ -2154,9 +2154,9 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge typer
```
python-prompt-toolkit (🥈38 · ⭐ 8.9K · 📈) - Library for building powerful interactive command.. BSD-3
+python-prompt-toolkit (🥈38 · ⭐ 9K) - Library for building powerful interactive command line.. BSD-3
-- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (👨💻 230 · 🔀 740 · 📋 1.2K - 51% open · ⏱️ 12.02.2024):
+- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (👨💻 220 · 🔀 740 · 📋 1.2K - 51% open · ⏱️ 12.02.2024):
```
git clone https://github.com/prompt-toolkit/python-prompt-toolkit
@@ -2181,7 +2181,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install colorama
```
-- [Conda](https://anaconda.org/conda-forge/colorama) (📥 29M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/colorama) (📥 30M · ⏱️ 16.06.2023):
```
conda install -c conda-forge colorama
```
@@ -2209,7 +2209,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/kislyuk/argcomplete
```
-- [PyPi](https://pypi.org/project/argcomplete) (📥 27M / month · 📦 2.3K · ⏱️ 14.04.2024):
+- [PyPi](https://pypi.org/project/argcomplete) (📥 28M / month · 📦 2.3K · ⏱️ 14.04.2024):
```
pip install argcomplete
```
@@ -2229,14 +2229,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install cleo
```
-- [Conda](https://anaconda.org/conda-forge/cleo) (📥 690K · ⏱️ 30.10.2023):
+- [Conda](https://anaconda.org/conda-forge/cleo) (📥 700K · ⏱️ 30.10.2023):
```
conda install -c conda-forge cleo
```
wcwidth (🥉32 · ⭐ 380) - Python library that measures the width of unicode strings rendered to a.. MIT
-- [GitHub](https://github.com/jquast/wcwidth) (👨💻 19 · 🔀 55 · 📦 530K · 📋 52 - 25% open · ⏱️ 14.02.2024):
+- [GitHub](https://github.com/jquast/wcwidth) (👨💻 19 · 🔀 55 · 📦 540K · 📋 52 - 25% open · ⏱️ 14.02.2024):
```
git clone https://github.com/jquast/wcwidth
@@ -2261,19 +2261,19 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
pip install questionary
```
-- [Conda](https://anaconda.org/conda-forge/questionary) (📥 70K · ⏱️ 10.09.2023):
+- [Conda](https://anaconda.org/conda-forge/questionary) (📥 71K · ⏱️ 10.09.2023):
```
conda install -c conda-forge questionary
```
asciimatics (🥉29 · ⭐ 3.5K) - A cross platform package to do curses-like operations, plus.. Apache-2
-- [GitHub](https://github.com/peterbrittain/asciimatics) (👨💻 45 · 🔀 240 · 📦 980 · 📋 300 - 7% open · ⏱️ 31.03.2024):
+- [GitHub](https://github.com/peterbrittain/asciimatics) (👨💻 45 · 🔀 240 · 📦 980 · 📋 300 - 7% open · ⏱️ 24.04.2024):
```
git clone https://github.com/peterbrittain/asciimatics
```
-- [PyPi](https://pypi.org/project/asciimatics) (📥 20K / month · 📦 120 · ⏱️ 25.10.2023):
+- [PyPi](https://pypi.org/project/asciimatics) (📥 19K / month · 📦 120 · ⏱️ 25.10.2023):
```
pip install asciimatics
```
@@ -2289,11 +2289,11 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/bw2/ConfigArgParse
```
-- [PyPi](https://pypi.org/project/configargparse) (📥 4.3M / month · 📦 1.5K · ⏱️ 23.07.2023):
+- [PyPi](https://pypi.org/project/configargparse) (📥 4.4M / month · 📦 1.5K · ⏱️ 23.07.2023):
```
pip install configargparse
```
-- [Conda](https://anaconda.org/conda-forge/configargparse) (📥 810K · ⏱️ 23.07.2023):
+- [Conda](https://anaconda.org/conda-forge/configargparse) (📥 820K · ⏱️ 23.07.2023):
```
conda install -c conda-forge configargparse
```
@@ -2305,7 +2305,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/jazzband/docopt-ng
```
-- [PyPi](https://pypi.org/project/docopt-ng) (📥 150K / month · 📦 43 · ⏱️ 30.05.2023):
+- [PyPi](https://pypi.org/project/docopt-ng) (📥 150K / month · 📦 44 · ⏱️ 30.05.2023):
```
pip install docopt-ng
```
@@ -2317,7 +2317,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/nojhan/colout
```
-- [PyPi](https://pypi.org/project/colout) (📥 220 / month · ⏱️ 21.06.2020):
+- [PyPi](https://pypi.org/project/colout) (📥 200 / month · ⏱️ 21.06.2020):
```
pip install colout
```
@@ -2361,7 +2361,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
aiocache (🥈30 · ⭐ 1K) - Asyncio cache manager for redis, memcached and memory. BSD-3
-- [GitHub](https://github.com/aio-libs/aiocache) (👨💻 44 · 🔀 140 · 📥 16 · 📦 2.1K · 📋 290 - 12% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/aio-libs/aiocache) (👨💻 44 · 🔀 140 · 📥 16 · 📦 2.2K · 📋 290 - 12% open · ⏱️ 24.04.2024):
```
git clone https://github.com/aio-libs/aiocache
@@ -2378,7 +2378,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/bbangert/beaker
```
-- [PyPi](https://pypi.org/project/beaker) (📥 290K / month · 📦 1.4K · ⏱️ 11.04.2024):
+- [PyPi](https://pypi.org/project/beaker) (📥 280K / month · 📦 1.4K · ⏱️ 11.04.2024):
```
pip install beaker
```
@@ -2394,7 +2394,7 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/shaypal5/cachier
```
-- [PyPi](https://pypi.org/project/cachier) (📥 79K / month · 📦 31 · ⏱️ 26.02.2024):
+- [PyPi](https://pypi.org/project/cachier) (📥 82K / month · 📦 31 · ⏱️ 26.02.2024):
```
pip install cachier
```
@@ -2429,12 +2429,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
kivy (🥇40 · ⭐ 17K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT
-- [GitHub](https://github.com/kivy/kivy) (👨💻 620 · 🔀 3.1K · 📥 36K · 📦 13K · 📋 5K - 14% open · ⏱️ 08.04.2024):
+- [GitHub](https://github.com/kivy/kivy) (👨💻 620 · 🔀 3.1K · 📥 36K · 📦 13K · 📋 5K - 14% open · ⏱️ 22.04.2024):
```
git clone https://github.com/kivy/kivy
```
-- [PyPi](https://pypi.org/project/kivy) (📥 170K / month · 📦 630 · ⏱️ 05.01.2024):
+- [PyPi](https://pypi.org/project/kivy) (📥 160K / month · 📦 630 · ⏱️ 05.01.2024):
```
pip install kivy
```
@@ -2457,12 +2457,12 @@ _General-purpose data containers as well as utilities & extensions for pandas._
toga (🥈32 · ⭐ 4.1K) - A Python native, OS native GUI toolkit. BSD-3
-- [GitHub](https://github.com/beeware/toga) (👨💻 260 · 🔀 680 · 📥 2.7K · 📦 3 · 📋 860 - 17% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/beeware/toga) (👨💻 260 · 🔀 680 · 📥 2.9K · 📦 3 · 📋 860 - 18% open · ⏱️ 25.04.2024):
```
git clone https://github.com/beeware/toga
```
-- [PyPi](https://pypi.org/project/toga) (📥 4.2K / month · 📦 36 · ⏱️ 06.02.2024):
+- [PyPi](https://pypi.org/project/toga) (📥 4.1K / month · 📦 36 · ⏱️ 06.02.2024):
```
pip install toga
```
@@ -2492,8 +2492,8 @@ _General-purpose data containers as well as utilities & extensions for pandas._
- PySimpleGUI (🥈35 · ⭐ 13K) - PySimpleGUI is a Python package that enables Python.. ❗Unlicensed
- Eel (🥉31 · ⭐ 6.2K · 💀) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
- Gooey (🥉30 · ⭐ 20K · 💀) - Turn (almost) any Python command line program into a full GUI.. MIT
-- Phoenix (🥉27 · ⭐ 2.2K) - wxPythons Project Phoenix. A new implementation of wxPython,.. ❗️wxWindows
-- enaml (🥉27 · ⭐ 1.5K) - Declarative User Interfaces for Python. ❗Unlicensed
+- Phoenix (🥉26 · ⭐ 2.2K) - wxPythons Project Phoenix. A new implementation of wxPython,.. ❗️wxWindows
+- enaml (🥉26 · ⭐ 1.5K) - Declarative User Interfaces for Python. ❗Unlicensed
@@ -2503,14 +2503,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._ 🔗 best-of-ml-python - Computer Vision ( ⭐ 15K) - Collection of computer vision and image processing.. -
Pipeless (🥇18 · ⭐ 640) - An open-source framework to create and deploy computer vision.. Apache-2
+Pipeless (🥇19 · ⭐ 650) - An open-source framework to create and deploy computer vision.. Apache-2
-- [GitHub](https://github.com/pipeless-ai/pipeless) (👨💻 7 · 🔀 30 · 📥 880 · 📋 25 - 28% open · ⏱️ 11.04.2024):
+- [GitHub](https://github.com/pipeless-ai/pipeless) (👨💻 7 · 🔀 30 · 📥 910 · 📋 25 - 28% open · ⏱️ 19.04.2024):
```
git clone https://github.com/pipeless-ai/pipeless
```
-- [PyPi](https://pypi.org/project/pipeless-ai) (📥 15 / month · 📦 2 · ⏱️ 02.11.2023):
+- [PyPi](https://pypi.org/project/pipeless-ai) (📥 92 / month · 📦 2 · ⏱️ 02.11.2023):
```
pip install pipeless-ai
```
@@ -2531,41 +2531,41 @@ _General-purpose data containers as well as utilities & extensions for pandas._
🔗 best-of-ml-python - NLP ( ⭐ 15K) - Collection of text processing and NLP libraries.
-phonenumbers (🥇35 · ⭐ 3.4K) - Python port of Googles libphonenumber. Apache-2
+emoji (🥇36 · ⭐ 1.8K) - emoji terminal output for Python. BSD-3
-- [GitHub](https://github.com/daviddrysdale/python-phonenumbers) (👨💻 30 · 🔀 410 · 📋 180 - 4% open · ⏱️ 05.04.2024):
+- [GitHub](https://github.com/carpedm20/emoji) (👨💻 67 · 🔀 270 · 📦 69K · 📋 160 - 9% open · ⏱️ 21.04.2024):
```
- git clone https://github.com/daviddrysdale/python-phonenumbers
+ git clone https://github.com/carpedm20/emoji
```
-- [PyPi](https://pypi.org/project/phonenumbers) (📥 6.3M / month · 📦 1.5K · ⏱️ 05.04.2024):
+- [PyPi](https://pypi.org/project/emoji) (📥 3.4M / month · 📦 1.6K · ⏱️ 21.04.2024):
```
- pip install phonenumbers
+ pip install emoji
```
-- [Conda](https://anaconda.org/conda-forge/phonenumbers) (📥 890K · ⏱️ 05.04.2024):
+- [Conda](https://anaconda.org/conda-forge/emoji) (📥 71K · ⏱️ 21.04.2024):
```
- conda install -c conda-forge phonenumbers
+ conda install -c conda-forge emoji
```
emoji (🥇35 · ⭐ 1.8K) - emoji terminal output for Python. BSD-3
+phonenumbers (🥇35 · ⭐ 3.4K) - Python port of Googles libphonenumber. Apache-2
-- [GitHub](https://github.com/carpedm20/emoji) (👨💻 66 · 🔀 270 · 📦 69K · 📋 160 - 9% open · ⏱️ 26.03.2024):
+- [GitHub](https://github.com/daviddrysdale/python-phonenumbers) (👨💻 31 · 🔀 410 · 📋 180 - 5% open · ⏱️ 24.04.2024):
```
- git clone https://github.com/carpedm20/emoji
+ git clone https://github.com/daviddrysdale/python-phonenumbers
```
-- [PyPi](https://pypi.org/project/emoji) (📥 3.2M / month · 📦 1.6K · ⏱️ 26.03.2024):
+- [PyPi](https://pypi.org/project/phonenumbers) (📥 6.3M / month · 📦 1.5K · ⏱️ 19.04.2024):
```
- pip install emoji
+ pip install phonenumbers
```
-- [Conda](https://anaconda.org/conda-forge/emoji) (📥 70K · ⏱️ 26.03.2024):
+- [Conda](https://anaconda.org/conda-forge/phonenumbers) (📥 890K · ⏱️ 19.04.2024):
```
- conda install -c conda-forge emoji
+ conda install -c conda-forge phonenumbers
```
python-slugify (🥈34 · ⭐ 1.4K) - Returns unicode slugs. MIT
-- [GitHub](https://github.com/un33k/python-slugify) (👨💻 36 · 🔀 150 · 📦 81K · 📋 73 - 2% open · ⏱️ 01.03.2024):
+- [GitHub](https://github.com/un33k/python-slugify) (👨💻 36 · 🔀 150 · 📦 82K · 📋 73 - 2% open · ⏱️ 01.03.2024):
```
git clone https://github.com/un33k/python-slugify
@@ -2579,6 +2579,22 @@ _General-purpose data containers as well as utilities & extensions for pandas._
conda install -c conda-forge python-slugify
```
inflect (🥈34 · ⭐ 920 · 📈) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT
+
+- [GitHub](https://github.com/jaraco/inflect) (👨💻 55 · 🔀 99 · 📦 21K · 📋 120 - 23% open · ⏱️ 24.04.2024):
+
+ ```
+ git clone https://github.com/jaraco/inflect
+ ```
+- [PyPi](https://pypi.org/project/inflect) (📥 5.5M / month · 📦 1.1K · ⏱️ 23.04.2024):
+ ```
+ pip install inflect
+ ```
+- [Conda](https://anaconda.org/conda-forge/inflect) (📥 370K · ⏱️ 23.04.2024):
+ ```
+ conda install -c conda-forge inflect
+ ```
+chardet (🥈32 · ⭐ 2.1K · 💤) - Python character encoding detector. ❗️LGPL-2.1
- [GitHub](https://github.com/chardet/chardet) (👨💻 48 · 🔀 250 · 📦 6 · 📋 140 - 39% open · ⏱️ 01.08.2023):
@@ -2594,30 +2610,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
conda install -c conda-forge chardet
```
-- [npm](https://www.npmjs.com/package/@pypi/chardet) (📥 43 / month · 📦 4 · ⏱️ 20.08.2017):
+- [npm](https://www.npmjs.com/package/@pypi/chardet) (📥 70 / month · 📦 4 · ⏱️ 20.08.2017):
```
npm install @pypi/chardet
```
inflect (🥈31 · ⭐ 920) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT
-
-- [GitHub](https://github.com/jaraco/inflect) (👨💻 55 · 🔀 99 · 📋 120 - 24% open · ⏱️ 31.03.2024):
-
- ```
- git clone https://github.com/jaraco/inflect
- ```
-- [PyPi](https://pypi.org/project/inflect) (📥 5.4M / month · 📦 1.1K · ⏱️ 31.03.2024):
- ```
- pip install inflect
- ```
-- [Conda](https://anaconda.org/conda-forge/inflect) (📥 370K · ⏱️ 04.07.2023):
- ```
- conda install -c conda-forge inflect
- ```
-pyahocorasick (🥉30 · ⭐ 890) - Python module (C extension and plain python) implementing Aho-.. BSD-3
-- [GitHub](https://github.com/WojciechMula/pyahocorasick) (👨💻 30 · 🔀 120 · 📥 5 · 📦 2.7K · 📋 130 - 18% open · ⏱️ 21.03.2024):
+- [GitHub](https://github.com/WojciechMula/pyahocorasick) (👨💻 30 · 🔀 120 · 📥 31 · 📦 2.7K · 📋 130 - 18% open · ⏱️ 21.03.2024):
```
git clone https://github.com/WojciechMula/pyahocorasick
@@ -2638,14 +2638,14 @@ _General-purpose data containers as well as utilities & extensions for pandas._
```
git clone https://github.com/scrapinghub/price-parser
```
-- [PyPi](https://pypi.org/project/price-parser) (📥 91K / month · 📦 19 · ⏱️ 25.11.2020):
+- [PyPi](https://pypi.org/project/price-parser) (📥 94K / month · 📦 19 · ⏱️ 25.11.2020):
```
pip install price-parser
```
Show 4 hidden projects...
-- humanize (🥈31 · ⭐ 1.7K · 💀) - python humanize functions.MIT
+- humanize (🥉31 · ⭐ 1.7K · 💀) - python humanize functions. MIT
- coolname (🥉22 · ⭐ 130 · 💀) - Random Name and Slug Generator. BSD-2
- awesome-slugify (🥉21 · ⭐ 480 · 💀) - Python flexible slugify function. ❗️GPL-3.0
- millify (🥉15 · ⭐ 81 · 💀) - Convert long numbers into a human-readable format in Python. MIT
@@ -2668,23 +2668,23 @@ _Libraries for connecting to, operating, and querying databases._
boto3 (🥇48 · ⭐ 8.7K) - AWS SDK for Python. Apache-2
-- [GitHub](https://github.com/boto/boto3) (👨💻 160 · 🔀 1.8K · 📦 420K · 📋 3.2K - 6% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/boto/boto3) (👨💻 160 · 🔀 1.8K · 📦 430K · 📋 3.2K - 6% open · ⏱️ 24.04.2024):
```
git clone https://github.com/boto/boto3
```
-- [PyPi](https://pypi.org/project/boto3) (📥 1.3B / month · 📦 19K · ⏱️ 17.04.2024):
+- [PyPi](https://pypi.org/project/boto3) (📥 1.3B / month · 📦 19K · ⏱️ 24.04.2024):
```
pip install boto3
```
-- [Conda](https://anaconda.org/conda-forge/boto3) (📥 19M · ⏱️ 17.04.2024):
+- [Conda](https://anaconda.org/conda-forge/boto3) (📥 19M · ⏱️ 24.04.2024):
```
conda install -c conda-forge boto3
```
SQLAlchemy (🥇45 · ⭐ 8.7K) - The Database Toolkit for Python. MIT
+SQLAlchemy (🥇45 · ⭐ 8.8K) - The Database Toolkit for Python. MIT
-- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (👨💻 700 · 🔀 1.3K · 📥 48K · 📦 760K · 📋 7.7K - 2% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (👨💻 710 · 🔀 1.3K · 📥 48K · 📦 760K · 📋 7.8K - 2% open · ⏱️ 24.04.2024):
```
git clone https://github.com/sqlalchemy/sqlalchemy
@@ -2700,28 +2700,28 @@ _Libraries for connecting to, operating, and querying databases._
redis (🥇43 · ⭐ 12K) - Redis Python client. MIT
-- [GitHub](https://github.com/redis/redis-py) (👨💻 440 · 🔀 2.4K · 📋 1.7K - 13% open · ⏱️ 27.03.2024):
+- [GitHub](https://github.com/redis/redis-py) (👨💻 440 · 🔀 2.5K · 📋 1.7K - 12% open · ⏱️ 27.03.2024):
```
git clone https://github.com/redis/redis-py
```
-- [PyPi](https://pypi.org/project/redis) (📥 38M / month · 📦 28K · ⏱️ 10.03.2024):
+- [PyPi](https://pypi.org/project/redis) (📥 37M / month · 📦 28K · ⏱️ 23.04.2024):
```
pip install redis
```
-- [Conda](https://anaconda.org/conda-forge/redis-py) (📥 1.2M · ⏱️ 10.03.2024):
+- [Conda](https://anaconda.org/conda-forge/redis-py) (📥 1.2M · ⏱️ 23.04.2024):
```
conda install -c conda-forge redis-py
```
azure-storage-blob (🥇43 · ⭐ 4.3K) - This repository is for active development of the Azure SDK.. MIT
-- [GitHub](https://github.com/Azure/azure-sdk-for-python) (👨💻 700 · 🔀 2.7K · 📦 2.4K · 📋 9.6K - 10% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/Azure/azure-sdk-for-python) (👨💻 710 · 🔀 2.7K · 📦 2.5K · 📋 9.6K - 10% open · ⏱️ 24.04.2024):
```
git clone https://github.com/Azure/azure-sdk-for-python
```
-- [PyPi](https://pypi.org/project/azure-storage-blob) (📥 47M / month · 📦 780 · ⏱️ 16.04.2024):
+- [PyPi](https://pypi.org/project/azure-storage-blob) (📥 48M / month · 📦 780 · ⏱️ 16.04.2024):
```
pip install azure-storage-blob
```
@@ -2732,12 +2732,12 @@ _Libraries for connecting to, operating, and querying databases._
google-cloud-storage (🥇42 · ⭐ 4.6K) - Google Cloud Client Library for Python. Apache-2
-- [GitHub](https://github.com/googleapis/google-cloud-python) (👨💻 510 · 🔀 1.5K · 📋 3.8K - 2% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/googleapis/google-cloud-python) (👨💻 520 · 🔀 1.5K · 📋 3.8K - 2% open · ⏱️ 24.04.2024):
```
git clone https://github.com/googleapis/google-cloud-python
```
-- [PyPi](https://pypi.org/project/google-cloud-storage) (📥 67M / month · 📦 2.1K · ⏱️ 18.03.2024):
+- [PyPi](https://pypi.org/project/google-cloud-storage) (📥 68M / month · 📦 2.1K · ⏱️ 18.03.2024):
```
pip install google-cloud-storage
```
@@ -2748,7 +2748,7 @@ _Libraries for connecting to, operating, and querying databases._
peewee (🥇41 · ⭐ 11K) - a small, expressive orm -- supports postgresql, mysql, sqlite and.. MIT
-- [GitHub](https://github.com/coleifer/peewee) (👨💻 150 · 🔀 1.4K · 📦 29K · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/coleifer/peewee) (👨💻 150 · 🔀 1.4K · 📦 29K · ⏱️ 23.04.2024):
```
git clone https://github.com/coleifer/peewee
@@ -2757,14 +2757,14 @@ _Libraries for connecting to, operating, and querying databases._
```
pip install peewee
```
-- [Conda](https://anaconda.org/conda-forge/peewee) (📥 620K · ⏱️ 18.04.2024):
+- [Conda](https://anaconda.org/conda-forge/peewee) (📥 630K · ⏱️ 18.04.2024):
```
conda install -c conda-forge peewee
```
elasticsearch (🥇41 · ⭐ 4.1K) - Official Python client for Elasticsearch. Apache-2
-- [GitHub](https://github.com/elastic/elasticsearch-py) (👨💻 200 · 🔀 1.2K · 📥 3.7K · 📦 48K · 📋 1.1K - 5% open · ⏱️ 05.04.2024):
+- [GitHub](https://github.com/elastic/elasticsearch-py) (👨💻 200 · 🔀 1.2K · 📥 3.8K · 📦 48K · 📋 1.1K - 5% open · ⏱️ 24.04.2024):
```
git clone https://github.com/elastic/elasticsearch-py
@@ -2773,23 +2773,23 @@ _Libraries for connecting to, operating, and querying databases._
```
pip install elasticsearch
```
-- [Conda](https://anaconda.org/conda-forge/elasticsearch) (📥 990K · ⏱️ 04.04.2024):
+- [Conda](https://anaconda.org/conda-forge/elasticsearch) (📥 1M · ⏱️ 04.04.2024):
```
conda install -c conda-forge elasticsearch
```
PyMySQL (🥈39 · ⭐ 7.5K) - MySQL client library for Python. MIT
+PyMySQL (🥈39 · ⭐ 7.6K) - MySQL client library for Python. MIT
-- [GitHub](https://github.com/PyMySQL/PyMySQL) (👨💻 120 · 🔀 1.5K · 📦 210K · 📋 650 - 2% open · ⏱️ 26.03.2024):
+- [GitHub](https://github.com/PyMySQL/PyMySQL) (👨💻 120 · 🔀 1.5K · 📦 220K · 📋 650 - 2% open · ⏱️ 26.03.2024):
```
git clone https://github.com/PyMySQL/PyMySQL
```
-- [PyPi](https://pypi.org/project/PyMySQL) (📥 42M / month · 📦 680 · ⏱️ 26.06.2023):
+- [PyPi](https://pypi.org/project/PyMySQL) (📥 44M / month · 📦 680 · ⏱️ 26.06.2023):
```
pip install PyMySQL
```
-- [Conda](https://anaconda.org/conda-forge/pymysql) (📥 1.3M · ⏱️ 26.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pymysql) (📥 1.4M · ⏱️ 26.06.2023):
```
conda install -c conda-forge pymysql
```
@@ -2812,39 +2812,39 @@ _Libraries for connecting to, operating, and querying databases._
pymongo (🥈39 · ⭐ 4K) - PyMongo - the Official MongoDB Python driver. Apache-2
-- [GitHub](https://github.com/mongodb/mongo-python-driver) (👨💻 210 · 🔀 1.1K · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/mongodb/mongo-python-driver) (👨💻 210 · 🔀 1.1K · ⏱️ 25.04.2024):
```
git clone https://github.com/mongodb/mongo-python-driver
```
-- [PyPi](https://pypi.org/project/pymongo) (📥 26M / month · 📦 20K · ⏱️ 28.03.2024):
+- [PyPi](https://pypi.org/project/pymongo) (📥 27M / month · 📦 20K · ⏱️ 24.04.2024):
```
pip install pymongo
```
-- [Conda](https://anaconda.org/conda-forge/pymongo) (📥 1.6M · ⏱️ 28.03.2024):
+- [Conda](https://anaconda.org/conda-forge/pymongo) (📥 1.7M · ⏱️ 28.03.2024):
```
conda install -c conda-forge pymongo
```
python-bigquery (🥈39 · ⭐ 710) - Google BigQuery API client library. Apache-2
-- [GitHub](https://github.com/googleapis/python-bigquery) (👨💻 150 · 🔀 280 · 📦 28K · 📋 660 - 8% open · ⏱️ 12.04.2024):
+- [GitHub](https://github.com/googleapis/python-bigquery) (👨💻 160 · 🔀 280 · 📦 28K · 📋 650 - 7% open · ⏱️ 19.04.2024):
```
git clone https://github.com/googleapis/python-bigquery
```
-- [PyPi](https://pypi.org/project/google-cloud-bigquery) (📥 39M / month · 📦 1.2K · ⏱️ 01.04.2024):
+- [PyPi](https://pypi.org/project/google-cloud-bigquery) (📥 40M / month · 📦 1.2K · ⏱️ 18.04.2024):
```
pip install google-cloud-bigquery
```
-- [Conda](https://anaconda.org/conda-forge/google-cloud-bigquery) (📥 2.8M · ⏱️ 01.04.2024):
+- [Conda](https://anaconda.org/conda-forge/google-cloud-bigquery) (📥 2.8M · ⏱️ 19.04.2024):
```
conda install -c conda-forge google-cloud-bigquery
```
alembic (🥈38 · ⭐ 2.5K) - A database migrations tool for SQLAlchemy. MIT
-- [GitHub](https://github.com/sqlalchemy/alembic) (👨💻 180 · 🔀 220 · 📦 210K · 📋 1.1K - 10% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/sqlalchemy/alembic) (👨💻 180 · 🔀 220 · 📦 220K · 📋 1.1K - 10% open · ⏱️ 24.04.2024):
```
git clone https://github.com/sqlalchemy/alembic
@@ -2853,7 +2853,7 @@ _Libraries for connecting to, operating, and querying databases._
```
pip install alembic
```
-- [Conda](https://anaconda.org/conda-forge/alembic) (📥 4.3M · ⏱️ 13.01.2024):
+- [Conda](https://anaconda.org/conda-forge/alembic) (📥 4.4M · ⏱️ 13.01.2024):
```
conda install -c conda-forge alembic
```
@@ -2874,14 +2874,14 @@ _Libraries for connecting to, operating, and querying databases._
conda install -c conda-forge kafka-python
```
Ibis (🥈37 · ⭐ 4.1K) - the portable Python dataframe library. Apache-2
+Ibis (🥈37 · ⭐ 4.2K) - the portable Python dataframe library. Apache-2
-- [GitHub](https://github.com/ibis-project/ibis) (👨💻 280 · 🔀 510 · 📥 120 · 📦 1.3K · 📋 2.8K - 8% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/ibis-project/ibis) (👨💻 290 · 🔀 520 · 📥 120 · 📦 1.4K · 📋 2.8K - 8% open · ⏱️ 25.04.2024):
```
git clone https://github.com/ibis-project/ibis
```
-- [PyPi](https://pypi.org/project/ibis-framework) (📥 180K / month · 📦 60 · ⏱️ 14.04.2024):
+- [PyPi](https://pypi.org/project/ibis-framework) (📥 180K / month · 📦 61 · ⏱️ 21.04.2024):
```
pip install ibis-framework
```
@@ -2892,28 +2892,28 @@ _Libraries for connecting to, operating, and querying databases._
AWS Data Wrangler (🥈37 · ⭐ 3.8K) - pandas on AWS - Easy integration with Athena, Glue,.. Apache-2
-- [GitHub](https://github.com/aws/aws-sdk-pandas) (👨💻 150 · 🔀 660 · 📥 230K · 📦 1.5K · 📋 1.1K - 2% open · ⏱️ 10.04.2024):
+- [GitHub](https://github.com/aws/aws-sdk-pandas) (👨💻 150 · 🔀 670 · 📥 230K · 📦 1.5K · 📋 1.1K - 2% open · ⏱️ 22.04.2024):
```
git clone https://github.com/awslabs/aws-data-wrangler
```
-- [PyPi](https://pypi.org/project/awswrangler) (📥 41M / month · 📦 66 · ⏱️ 27.03.2024):
+- [PyPi](https://pypi.org/project/awswrangler) (📥 43M / month · 📦 67 · ⏱️ 22.04.2024):
```
pip install awswrangler
```
-- [Conda](https://anaconda.org/conda-forge/awswrangler) (📥 480K · ⏱️ 28.03.2024):
+- [Conda](https://anaconda.org/conda-forge/awswrangler) (📥 480K · ⏱️ 22.04.2024):
```
conda install -c conda-forge awswrangler
```
Elasticsearch DSL (🥈37 · ⭐ 3.8K) - High level Python client for Elasticsearch. Apache-2
-- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (👨💻 140 · 🔀 800 · 📥 200 · 📦 10K · 📋 1.4K - 10% open · ⏱️ 15.04.2024):
+- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (👨💻 140 · 🔀 800 · 📥 200 · 📦 10K · 📋 1.4K - 10% open · ⏱️ 25.04.2024):
```
git clone https://github.com/elastic/elasticsearch-dsl-py
```
-- [PyPi](https://pypi.org/project/elasticsearch-dsl) (📥 4.3M / month · 📦 990 · ⏱️ 03.04.2024):
+- [PyPi](https://pypi.org/project/elasticsearch-dsl) (📥 4.4M / month · 📦 990 · ⏱️ 03.04.2024):
```
pip install elasticsearch-dsl
```
@@ -2924,16 +2924,16 @@ _Libraries for connecting to, operating, and querying databases._
sqlmodel (🥈36 · ⭐ 13K) - SQL databases in Python, designed for simplicity, compatibility, and.. MIT pydantic
-- [GitHub](https://github.com/tiangolo/sqlmodel) (👨💻 72 · 🔀 570 · 📦 11K · 📋 380 - 59% open · ⏱️ 08.04.2024):
+- [GitHub](https://github.com/tiangolo/sqlmodel) (👨💻 72 · 🔀 580 · 📦 11K · 📋 390 - 60% open · ⏱️ 08.04.2024):
```
git clone https://github.com/tiangolo/sqlmodel
```
-- [PyPi](https://pypi.org/project/sqlmodel) (📥 1.2M / month · 📦 220 · ⏱️ 17.02.2024):
+- [PyPi](https://pypi.org/project/sqlmodel) (📥 1.2M / month · 📦 230 · ⏱️ 17.02.2024):
```
pip install sqlmodel
```
-- [Conda](https://anaconda.org/conda-forge/sqlmodel) (📥 28K · ⏱️ 04.12.2023):
+- [Conda](https://anaconda.org/conda-forge/sqlmodel) (📥 29K · ⏱️ 04.12.2023):
```
conda install -c conda-forge sqlmodel
```
@@ -2945,11 +2945,11 @@ _Libraries for connecting to, operating, and querying databases._
```
git clone https://github.com/PyMySQL/mysqlclient
```
-- [PyPi](https://pypi.org/project/mysqlclient) (📥 5.9M / month · 📦 7.3K · ⏱️ 08.02.2024):
+- [PyPi](https://pypi.org/project/mysqlclient) (📥 6.2M / month · 📦 7.3K · ⏱️ 08.02.2024):
```
pip install mysqlclient
```
-- [Conda](https://anaconda.org/conda-forge/mysqlclient) (📥 340K · ⏱️ 10.03.2024):
+- [Conda](https://anaconda.org/conda-forge/mysqlclient) (📥 350K · ⏱️ 10.03.2024):
```
conda install -c conda-forge mysqlclient
```
@@ -2977,7 +2977,7 @@ _Libraries for connecting to, operating, and querying databases._
```
git clone https://github.com/fsspec/s3fs
```
-- [PyPi](https://pypi.org/project/s3fs) (📥 250M / month · 📦 800 · ⏱️ 18.03.2024):
+- [PyPi](https://pypi.org/project/s3fs) (📥 250M / month · 📦 810 · ⏱️ 18.03.2024):
```
pip install s3fs
```
@@ -2986,36 +2986,36 @@ _Libraries for connecting to, operating, and querying databases._
conda install -c conda-forge s3fs
```
Prometheus Client (🥈35 · ⭐ 3.8K) - Prometheus instrumentation library for Python.. Apache-2
+Motor (🥈35 · ⭐ 2.3K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
-- [GitHub](https://github.com/prometheus/client_python) (👨💻 150 · 🔀 820 · 📋 530 - 17% open · ⏱️ 16.04.2024):
+- [GitHub](https://github.com/mongodb/motor) (👨💻 52 · 🔀 210 · 📦 88K · ⏱️ 19.04.2024):
```
- git clone https://github.com/prometheus/client_python
+ git clone https://github.com/mongodb/motor
```
-- [PyPi](https://pypi.org/project/prometheus_client) (📥 34M / month · 📦 900 · ⏱️ 14.02.2024):
+- [PyPi](https://pypi.org/project/motor) (📥 1.7M / month · 📦 1.2K · ⏱️ 26.03.2024):
```
- pip install prometheus_client
+ pip install motor
```
-- [Conda](https://anaconda.org/conda-forge/prometheus_client) (📥 16M · ⏱️ 14.02.2024):
+- [Conda](https://anaconda.org/conda-forge/motor) (📥 66K · ⏱️ 26.03.2024):
```
- conda install -c conda-forge prometheus_client
+ conda install -c conda-forge motor
```
Motor (🥈35 · ⭐ 2.3K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
+Prometheus Client (🥈34 · ⭐ 3.8K · 📉) - Prometheus instrumentation library for Python.. Apache-2
-- [GitHub](https://github.com/mongodb/motor) (👨💻 52 · 🔀 210 · 📦 87K · ⏱️ 16.04.2024):
+- [GitHub](https://github.com/prometheus/client_python) (👨💻 150 · 🔀 820 · 📋 530 - 17% open · ⏱️ 16.04.2024):
```
- git clone https://github.com/mongodb/motor
+ git clone https://github.com/prometheus/client_python
```
-- [PyPi](https://pypi.org/project/motor) (📥 1.6M / month · 📦 1.2K · ⏱️ 26.03.2024):
+- [PyPi](https://pypi.org/project/prometheus_client) (📥 34M / month · 📦 900 · ⏱️ 14.02.2024):
```
- pip install motor
+ pip install prometheus_client
```
-- [Conda](https://anaconda.org/conda-forge/motor) (📥 66K · ⏱️ 26.03.2024):
+- [Conda](https://anaconda.org/conda-forge/prometheus_client) (📥 16M · ⏱️ 14.02.2024):
```
- conda install -c conda-forge motor
+ conda install -c conda-forge prometheus_client
```
Databases (🥈34 · ⭐ 3.7K) - Async database support for Python. BSD-3
@@ -3025,7 +3025,7 @@ _Libraries for connecting to, operating, and querying databases._
```
git clone https://github.com/encode/databases
```
-- [PyPi](https://pypi.org/project/databases) (📥 450K / month · 📦 120 · ⏱️ 01.03.2024):
+- [PyPi](https://pypi.org/project/databases) (📥 490K / month · 📦 120 · ⏱️ 01.03.2024):
```
pip install databases
```
@@ -3034,9 +3034,9 @@ _Libraries for connecting to, operating, and querying databases._
conda install -c conda-forge databases
```
libcloud (🥈34 · ⭐ 2K · 📈) - Apache Libcloud is a Python library which hides differences.. Apache-2
+libcloud (🥈34 · ⭐ 2K) - Apache Libcloud is a Python library which hides differences between.. Apache-2
-- [GitHub](https://github.com/apache/libcloud) (👨💻 480 · 🔀 920 · 📋 220 - 42% open · ⏱️ 16.04.2024):
+- [GitHub](https://github.com/apache/libcloud) (👨💻 480 · 🔀 920 · 📋 220 - 42% open · ⏱️ 24.04.2024):
```
git clone https://github.com/apache/libcloud
@@ -3085,7 +3085,7 @@ _Libraries for connecting to, operating, and querying databases._
```
git clone https://github.com/datastax/python-driver
```
-- [PyPi](https://pypi.org/project/cassandra-driver) (📥 1.5M / month · 📦 710 · ⏱️ 20.03.2024):
+- [PyPi](https://pypi.org/project/cassandra-driver) (📥 1.6M / month · 📦 710 · ⏱️ 20.03.2024):
```
pip install cassandra-driver
```
@@ -3096,7 +3096,7 @@ _Libraries for connecting to, operating, and querying databases._
neo4j-driver (🥉33 · ⭐ 860) - Neo4j Bolt driver for Python. Apache-2
-- [GitHub](https://github.com/neo4j/neo4j-python-driver) (👨💻 43 · 🔀 190 · 📦 8.8K · 📋 240 - 1% open · ⏱️ 12.04.2024):
+- [GitHub](https://github.com/neo4j/neo4j-python-driver) (👨💻 43 · 🔀 190 · 📦 8.9K · 📋 240 - 1% open · ⏱️ 25.04.2024):
```
git clone https://github.com/neo4j/neo4j-python-driver
@@ -3110,9 +3110,9 @@ _Libraries for connecting to, operating, and querying databases._
conda install -c conda-forge neo4j-python-driver
```
minio (🥉33 · ⭐ 760) - MinIO Client SDK for Python. Apache-2
+minio (🥉33 · ⭐ 770) - MinIO Client SDK for Python. Apache-2
-- [GitHub](https://github.com/minio/minio-py) (👨💻 130 · 🔀 300 · 📦 7.1K · 📋 550 - 1% open · ⏱️ 22.03.2024):
+- [GitHub](https://github.com/minio/minio-py) (👨💻 130 · 🔀 310 · 📦 7.2K · 📋 550 - 1% open · ⏱️ 22.03.2024):
```
git clone https://github.com/minio/minio-py
@@ -3158,18 +3158,34 @@ _Libraries for connecting to, operating, and querying databases._
conda install -c conda-forge records
```
tortoise-orm (🥉32 · ⭐ 4.2K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2
+
+- [GitHub](https://github.com/tortoise/tortoise-orm) (👨💻 130 · 🔀 340 · 📥 13 · 📦 7.5K · 📋 1K - 49% open · ⏱️ 25.04.2024):
+
+ ```
+ git clone https://github.com/tortoise/tortoise-orm
+ ```
+- [PyPi](https://pypi.org/project/tortoise-orm) (📥 130K / month · 📦 100 · ⏱️ 11.08.2023):
+ ```
+ pip install tortoise-orm
+ ```
+- [Conda](https://anaconda.org/conda-forge/tortoise-orm) (📥 17K · ⏱️ 11.08.2023):
+ ```
+ conda install -c conda-forge tortoise-orm
+ ```
+Pony (🥉32 · ⭐ 3.5K · 💤) - Pony Object Relational Mapper. Apache-2
-- [GitHub](https://github.com/ponyorm/pony) (👨💻 30 · 🔀 240 · 📥 96 · 📦 4K · 📋 650 - 48% open · ⏱️ 25.09.2023):
+- [GitHub](https://github.com/ponyorm/pony) (👨💻 30 · 🔀 240 · 📥 97 · 📦 4K · 📋 650 - 48% open · ⏱️ 25.09.2023):
```
git clone https://github.com/ponyorm/pony
```
-- [PyPi](https://pypi.org/project/pony) (📥 150K / month · 📦 370 · ⏱️ 25.09.2023):
+- [PyPi](https://pypi.org/project/pony) (📥 160K / month · 📦 370 · ⏱️ 25.09.2023):
```
pip install pony
```
-- [Conda](https://anaconda.org/conda-forge/pony) (📥 98K · ⏱️ 25.09.2023):
+- [Conda](https://anaconda.org/conda-forge/pony) (📥 99K · ⏱️ 25.09.2023):
```
conda install -c conda-forge pony
```
@@ -3181,23 +3197,23 @@ _Libraries for connecting to, operating, and querying databases._
```
git clone https://github.com/pynamodb/PynamoDB
```
-- [PyPi](https://pypi.org/project/pynamodb) (📥 2M / month · 📦 160 · ⏱️ 14.01.2024):
+- [PyPi](https://pypi.org/project/pynamodb) (📥 2.1M / month · 📦 160 · ⏱️ 14.01.2024):
```
pip install pynamodb
```
-- [Conda](https://anaconda.org/conda-forge/pynamodb) (📥 560K · ⏱️ 17.01.2024):
+- [Conda](https://anaconda.org/conda-forge/pynamodb) (📥 580K · ⏱️ 17.01.2024):
```
conda install -c conda-forge pynamodb
```
influxdb (🥉32 · ⭐ 1.7K) - Python client for InfluxDB. MIT
-- [GitHub](https://github.com/influxdata/influxdb-python) (👨💻 140 · 🔀 510 · 📦 8.2K · 📋 550 - 30% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/influxdata/influxdb-python) (👨💻 140 · 🔀 520 · 📋 550 - 30% open · ⏱️ 17.04.2024):
```
git clone https://github.com/influxdata/influxdb-python
```
-- [PyPi](https://pypi.org/project/influxdb) (📥 2.1M / month · 📦 1.3K · ⏱️ 11.11.2020):
+- [PyPi](https://pypi.org/project/influxdb) (📥 2.2M / month · 📦 1.3K · ⏱️ 18.04.2024):
```
pip install influxdb
```
@@ -3206,22 +3222,6 @@ _Libraries for connecting to, operating, and querying databases._
conda install -c conda-forge influxdb
```
tortoise-orm (🥉31 · ⭐ 4.2K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2
-
-- [GitHub](https://github.com/tortoise/tortoise-orm) (👨💻 130 · 🔀 340 · 📥 13 · 📦 7.5K · 📋 1K - 49% open · ⏱️ 13.02.2024):
-
- ```
- git clone https://github.com/tortoise/tortoise-orm
- ```
-- [PyPi](https://pypi.org/project/tortoise-orm) (📥 130K / month · 📦 100 · ⏱️ 11.08.2023):
- ```
- pip install tortoise-orm
- ```
-- [Conda](https://anaconda.org/conda-forge/tortoise-orm) (📥 17K · ⏱️ 11.08.2023):
- ```
- conda install -c conda-forge tortoise-orm
- ```
-pygsheets (🥉31 · ⭐ 1.5K) - Google Sheets Python API v4. MIT
- [GitHub](https://github.com/nithinmurali/pygsheets) (👨💻 91 · 🔀 220 · 📦 2.4K · 📋 400 - 14% open · ⏱️ 14.01.2024):
@@ -3261,23 +3261,23 @@ _Libraries for connecting to, operating, and querying databases._
```
pip install dataset
```
-- [Conda](https://anaconda.org/conda-forge/dataset) (📥 8.2K · ⏱️ 12.07.2023):
+- [Conda](https://anaconda.org/conda-forge/dataset) (📥 8.3K · ⏱️ 12.07.2023):
```
conda install -c conda-forge dataset
```
pysolr (🥉30 · ⭐ 660) - Pysolr Python Solr client. BSD-3
-- [GitHub](https://github.com/django-haystack/pysolr) (👨💻 72 · 🔀 360 · 📦 3.4K · 📋 150 - 17% open · ⏱️ 16.04.2024):
+- [GitHub](https://github.com/django-haystack/pysolr) (👨💻 72 · 🔀 360 · 📦 3.4K · 📋 150 - 17% open · ⏱️ 23.04.2024):
```
git clone https://github.com/django-haystack/pysolr
```
-- [PyPi](https://pypi.org/project/pysolr) (📥 310K / month · 📦 1.3K · ⏱️ 13.10.2023):
+- [PyPi](https://pypi.org/project/pysolr) (📥 320K / month · 📦 1.3K · ⏱️ 13.10.2023):
```
pip install pysolr
```
-- [Conda](https://anaconda.org/conda-forge/pysolr) (📥 32K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/pysolr) (📥 33K · ⏱️ 16.06.2023):
```
conda install -c conda-forge pysolr
```
@@ -3294,26 +3294,14 @@ _Libraries for connecting to, operating, and querying databases._
pip install piccolo
```
prisma (🥉28 · ⭐ 1.6K) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2
-
-- [GitHub](https://github.com/RobertCraigie/prisma-client-py) (👨💻 28 · 🔀 69 · 📋 390 - 52% open · ⏱️ 24.03.2024):
-
- ```
- git clone https://github.com/RobertCraigie/prisma-client-py
- ```
-- [PyPi](https://pypi.org/project/prisma) (📥 74K / month · 📦 16 · ⏱️ 24.03.2024):
- ```
- pip install prisma
- ```
-confluent-kafka-python (🥉27 · ⭐ 3.4K) - Confluents Kafka Python Client. Apache-2
-- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (👨💻 100 · 🔀 900 · 📦 9.4K):
+- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (👨💻 100 · 🔀 900 · 📦 9.5K):
```
git clone https://github.com/confluentinc/confluent-kafka-python
```
-- [PyPi](https://pypi.org/project/confluent-kafka) (📥 12M / month · 📦 500 · ⏱️ 25.10.2023):
+- [PyPi](https://pypi.org/project/confluent-kafka) (📥 13M / month · 📦 500 · ⏱️ 25.10.2023):
```
pip install confluent-kafka
```
@@ -3322,6 +3310,18 @@ _Libraries for connecting to, operating, and querying databases._
conda install -c conda-forge python-confluent-kafka
```
prisma (🥉27 · ⭐ 1.6K · 📉) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2
+
+- [GitHub](https://github.com/RobertCraigie/prisma-client-py) (👨💻 28 · 🔀 69 · 📋 390 - 52% open · ⏱️ 24.03.2024):
+
+ ```
+ git clone https://github.com/RobertCraigie/prisma-client-py
+ ```
+- [PyPi](https://pypi.org/project/prisma) (📥 73K / month · 📦 16 · ⏱️ 24.03.2024):
+ ```
+ pip install prisma
+ ```
+HappyBase (🥉27 · ⭐ 610) - A developer-friendly Python library to interact with Apache HBase. MIT
- [GitHub](https://github.com/python-happybase/happybase) (👨💻 21 · 🔀 160 · 📦 850 · 📋 220 - 14% open · ⏱️ 04.12.2023):
@@ -3329,7 +3329,7 @@ _Libraries for connecting to, operating, and querying databases._
```
git clone https://github.com/python-happybase/happybase
```
-- [PyPi](https://pypi.org/project/happybase) (📥 53K / month · 📦 230 · ⏱️ 14.05.2019):
+- [PyPi](https://pypi.org/project/happybase) (📥 54K / month · 📦 230 · ⏱️ 14.05.2019):
```
pip install happybase
```
@@ -3357,7 +3357,7 @@ _Libraries for connecting to, operating, and querying databases._
```
git clone https://github.com/art049/odmantic
```
-- [PyPi](https://pypi.org/project/odmantic) (📥 28K / month · 📦 8 · ⏱️ 18.03.2024):
+- [PyPi](https://pypi.org/project/odmantic) (📥 27K / month · 📦 8 · ⏱️ 18.03.2024):
```
pip install odmantic
```
@@ -3376,7 +3376,7 @@ _Libraries for connecting to, operating, and querying databases._
psycopg3 (🥉19 · ⭐ 1.5K) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0
-- [GitHub](https://github.com/psycopg/psycopg) (👨💻 51 · 🔀 140 · 📋 430 - 7% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/psycopg/psycopg) (👨💻 51 · 🔀 140 · 📋 430 - 7% open · ⏱️ 20.04.2024):
```
git clone https://github.com/psycopg/psycopg
@@ -3393,14 +3393,14 @@ _Libraries for connecting to, operating, and querying databases._
- umongo (🥉27 · ⭐ 440 · 💀) - sync/async MongoDB ODM, yes. MIT
- cloudant (🥉27 · ⭐ 160 · 💀) - A Python library for Cloudant and CouchDB. Apache-2
- pyhdb (🥉24 · ⭐ 310 · 💀) - SAP HANA Connector in pure Python. Apache-2
-- py2neo (🥉22 · ⭐ 9) - EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2
+- py2neo (🥉22 · ⭐ 12) - EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for.. Apache-2
- db.py (🥉21 · ⭐ 1.2K · 💀) - db.py is an easier way to interact with your databases. BSD-2
- PyMODM (🥉21 · ⭐ 350 · 💀) - A Pythonic, object-oriented interface for working with MongoDB. Apache-2
+- gsheets-db-api (🥉21 · ⭐ 210 · 💀) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT
- PugSQL (🥉20 · ⭐ 660 · 💀) - A HugSQL-inspired database library for Python. Apache-2
-- gsheets-db-api (🥉20 · ⭐ 210 · 💀) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT
- Queries (🥉19 · ⭐ 260 · 💀) - PostgreSQL database access simplified. BSD-3
- lazydata (🥉16 · ⭐ 630 · 💀) - Lazydata: Scalable data dependencies for Python projects. Apache-2
-- SuperSQLite (🥉14 · ⭐ 720 · 💀) - A supercharged SQLite library for Python. MIT
+- SuperSQLite (🥉15 · ⭐ 720 · 💀) - A supercharged SQLite library for Python. MIT
@@ -3412,23 +3412,23 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
Datasets (🥇43 · ⭐ 18K) - The largest hub of ready-to-use datasets for ML models with fast,.. Apache-2
-- [GitHub](https://github.com/huggingface/datasets) (👨💻 560 · 🔀 2.5K · 📦 45K · 📋 2.8K - 23% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/huggingface/datasets) (👨💻 560 · 🔀 2.5K · 📦 46K · 📋 2.8K - 23% open · ⏱️ 25.04.2024):
```
git clone https://github.com/huggingface/datasets
```
-- [PyPi](https://pypi.org/project/datasets) (📥 9M / month · 📦 1K · ⏱️ 01.03.2024):
+- [PyPi](https://pypi.org/project/datasets) (📥 9.2M / month · 📦 1.1K · ⏱️ 19.04.2024):
```
pip install datasets
```
-- [Conda](https://anaconda.org/conda-forge/datasets) (📥 710K · ⏱️ 02.03.2024):
+- [Conda](https://anaconda.org/conda-forge/datasets) (📥 720K · ⏱️ 19.04.2024):
```
conda install -c conda-forge datasets
```
Faker (🥇43 · ⭐ 17K) - Faker is a Python package that generates fake data for you. MIT
-- [GitHub](https://github.com/joke2k/faker) (👨💻 570 · 🔀 1.9K · 📦 210K · 📋 710 - 2% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/joke2k/faker) (👨💻 570 · 🔀 1.9K · 📦 210K · 📋 710 - 2% open · ⏱️ 19.04.2024):
```
git clone https://github.com/joke2k/faker
@@ -3453,14 +3453,14 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
```
pip install tablib
```
-- [Conda](https://anaconda.org/conda-forge/tablib) (📥 95K · ⏱️ 04.04.2024):
+- [Conda](https://anaconda.org/conda-forge/tablib) (📥 96K · ⏱️ 04.04.2024):
```
conda install -c conda-forge tablib
```
xlwings (🥈36 · ⭐ 2.8K) - xlwings is a Python library that makes it easy to call Python from.. BSD-3
-- [GitHub](https://github.com/xlwings/xlwings) (👨💻 65 · 🔀 480 · 📥 17K · 📦 31K · 📋 1.9K - 18% open · ⏱️ 02.04.2024):
+- [GitHub](https://github.com/xlwings/xlwings) (👨💻 65 · 🔀 480 · 📥 17K · 📦 31K · 📋 1.9K - 18% open · ⏱️ 22.04.2024):
```
git clone https://github.com/xlwings/xlwings
@@ -3469,23 +3469,23 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
```
pip install xlwings
```
-- [Conda](https://anaconda.org/conda-forge/xlwings) (📥 730K · ⏱️ 03.04.2024):
+- [Conda](https://anaconda.org/conda-forge/xlwings) (📥 740K · ⏱️ 03.04.2024):
```
conda install -c conda-forge xlwings
```
smart-open (🥈34 · ⭐ 3.1K) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT
-- [GitHub](https://github.com/piskvorky/smart_open) (👨💻 120 · 🔀 370 · 📋 390 - 15% open · ⏱️ 27.03.2024):
+- [GitHub](https://github.com/piskvorky/smart_open) (👨💻 120 · 🔀 370 · 📋 390 - 16% open · ⏱️ 27.03.2024):
```
git clone https://github.com/RaRe-Technologies/smart_open
```
-- [PyPi](https://pypi.org/project/smart-open) (📥 24M / month · 📦 650 · ⏱️ 26.03.2024):
+- [PyPi](https://pypi.org/project/smart-open) (📥 23M / month · 📦 650 · ⏱️ 26.03.2024):
```
pip install smart-open
```
-- [Conda](https://anaconda.org/conda-forge/smart_open) (📥 2.3M · ⏱️ 26.03.2024):
+- [Conda](https://anaconda.org/conda-forge/smart_open) (📥 2.4M · ⏱️ 26.03.2024):
```
conda install -c conda-forge smart_open
```
@@ -3497,7 +3497,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
```
git clone https://github.com/ahupp/python-magic
```
-- [PyPi](https://pypi.org/project/python-magic) (📥 9M / month · 📦 3.4K · ⏱️ 07.06.2022):
+- [PyPi](https://pypi.org/project/python-magic) (📥 8.7M / month · 📦 3.4K · ⏱️ 07.06.2022):
```
pip install python-magic
```
@@ -3508,12 +3508,12 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
csvkit (🥈33 · ⭐ 5.8K) - A suite of utilities for converting to and working with CSV, the king of.. MIT
-- [GitHub](https://github.com/wireservice/csvkit) (👨💻 110 · 🔀 600 · 📦 1.6K · 📋 900 - 3% open · ⏱️ 28.03.2024):
+- [GitHub](https://github.com/wireservice/csvkit) (👨💻 110 · 🔀 600 · 📦 1.6K · 📋 900 - 3% open · ⏱️ 18.04.2024):
```
git clone https://github.com/wireservice/csvkit
```
-- [PyPi](https://pypi.org/project/csvkit) (📥 190K / month · 📦 370 · ⏱️ 28.03.2024):
+- [PyPi](https://pypi.org/project/csvkit) (📥 180K / month · 📦 380 · ⏱️ 28.03.2024):
```
pip install csvkit
```
@@ -3524,7 +3524,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
gdown (🥈33 · ⭐ 3.9K) - Google Drive Public File Downloader when Curl/Wget Fails. MIT
-- [GitHub](https://github.com/wkentaro/gdown) (👨💻 20 · 🔀 320 · 📦 29K · 📋 160 - 16% open · ⏱️ 11.02.2024):
+- [GitHub](https://github.com/wkentaro/gdown) (👨💻 20 · 🔀 320 · 📦 29K · 📋 160 - 17% open · ⏱️ 11.02.2024):
```
git clone https://github.com/wkentaro/gdown
@@ -3533,19 +3533,19 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
```
pip install gdown
```
-- [Conda](https://anaconda.org/conda-forge/gdown) (📥 260K · ⏱️ 03.02.2024):
+- [Conda](https://anaconda.org/conda-forge/gdown) (📥 270K · ⏱️ 03.02.2024):
```
conda install -c conda-forge gdown
```
pandas-datareader (🥈33 · ⭐ 2.8K) - Extract data from a wide range of Internet sources into a.. BSD-3
-- [GitHub](https://github.com/pydata/pandas-datareader) (👨💻 92 · 🔀 680 · 📦 23K · 📋 540 - 26% open · ⏱️ 24.10.2023):
+- [GitHub](https://github.com/pydata/pandas-datareader) (👨💻 92 · 🔀 680 · 📦 24K · 📋 540 - 26% open · ⏱️ 24.10.2023):
```
git clone https://github.com/pydata/pandas-datareader
```
-- [PyPi](https://pypi.org/project/pandas-datareader) (📥 450K / month · 📦 870 · ⏱️ 13.07.2021):
+- [PyPi](https://pypi.org/project/pandas-datareader) (📥 460K / month · 📦 870 · ⏱️ 13.07.2021):
```
pip install pandas-datareader
```
@@ -3556,28 +3556,28 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
Intake (🥈32 · ⭐ 980) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2
-- [GitHub](https://github.com/intake/intake) (👨💻 86 · 🔀 140 · 📦 2.2K · 📋 370 - 28% open · ⏱️ 16.04.2024):
+- [GitHub](https://github.com/intake/intake) (👨💻 86 · 🔀 140 · 📦 2.2K · 📋 370 - 28% open · ⏱️ 24.04.2024):
```
git clone https://github.com/intake/intake
```
-- [PyPi](https://pypi.org/project/intake) (📥 61K / month · 📦 130 · ⏱️ 19.03.2024):
+- [PyPi](https://pypi.org/project/intake) (📥 64K / month · 📦 140 · ⏱️ 24.04.2024):
```
pip install intake
```
-- [Conda](https://anaconda.org/conda-forge/intake) (📥 560K · ⏱️ 19.03.2024):
+- [Conda](https://anaconda.org/conda-forge/intake) (📥 570K · ⏱️ 24.04.2024):
```
conda install -c conda-forge intake
```
snorkel (🥉31 · ⭐ 5.7K) - A system for quickly generating training data with weak supervision. Apache-2
-- [GitHub](https://github.com/snorkel-team/snorkel) (👨💻 81 · 🔀 860 · 📥 1.1K · 📦 500 · 📋 980 - 1% open · ⏱️ 27.02.2024):
+- [GitHub](https://github.com/snorkel-team/snorkel) (👨💻 81 · 🔀 860 · 📥 1.1K · 📦 510 · 📋 980 - 1% open · ⏱️ 27.02.2024):
```
git clone https://github.com/snorkel-team/snorkel
```
-- [PyPi](https://pypi.org/project/snorkel) (📥 36K / month · 📦 14 · ⏱️ 27.02.2024):
+- [PyPi](https://pypi.org/project/snorkel) (📥 29K / month · 📦 14 · ⏱️ 27.02.2024):
```
pip install snorkel
```
@@ -3588,7 +3588,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
textract (🥉27 · ⭐ 3.8K) - extract text from any document. no muss. no fuss. MIT
-- [GitHub](https://github.com/deanmalmgren/textract) (👨💻 41 · 🔀 560 · 📋 250 - 49% open · ⏱️ 10.03.2024):
+- [GitHub](https://github.com/deanmalmgren/textract) (👨💻 41 · 🔀 560 · 📋 260 - 49% open · ⏱️ 10.03.2024):
```
git clone https://github.com/deanmalmgren/textract
@@ -3604,12 +3604,12 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
img2dataset (🥉27 · ⭐ 3.2K) - Easily turn large sets of image urls to an image dataset. Can.. MIT
-- [GitHub](https://github.com/rom1504/img2dataset) (👨💻 34 · 🔀 300 · 📥 1.6K · 📦 130 · 📋 250 - 42% open · ⏱️ 22.02.2024):
+- [GitHub](https://github.com/rom1504/img2dataset) (👨💻 34 · 🔀 300 · 📥 1.7K · 📦 140 · 📋 250 - 42% open · ⏱️ 22.02.2024):
```
git clone https://github.com/rom1504/img2dataset
```
-- [PyPi](https://pypi.org/project/img2dataset) (📥 36K / month · 📦 2 · ⏱️ 22.01.2024):
+- [PyPi](https://pypi.org/project/img2dataset) (📥 39K / month · 📦 2 · ⏱️ 22.01.2024):
```
pip install img2dataset
```
@@ -3621,7 +3621,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
```
git clone https://github.com/camelot-dev/camelot
```
-- [PyPi](https://pypi.org/project/camelot) (📥 6.7K / month · 📦 10 · ⏱️ 15.12.2021):
+- [PyPi](https://pypi.org/project/camelot) (📥 6.6K / month · 📦 10 · ⏱️ 15.12.2021):
```
pip install camelot
```
@@ -3645,7 +3645,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
```
git clone https://github.com/camelot-dev/excalibur
```
-- [PyPi](https://pypi.org/project/excalibur-py) (📥 1.5K / month · ⏱️ 21.03.2020):
+- [PyPi](https://pypi.org/project/excalibur-py) (📥 1.6K / month · ⏱️ 21.03.2020):
```
pip install excalibur-py
```
@@ -3657,7 +3657,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
```
git clone https://github.com/upgini/upgini
```
-- [PyPi](https://pypi.org/project/upgini) (📥 4.9K / month · ⏱️ 16.04.2024):
+- [PyPi](https://pypi.org/project/upgini) (📥 6.9K / month · ⏱️ 22.04.2024):
```
pip install upgini
```
@@ -3669,7 +3669,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
```
git clone https://github.com/merantix-momentum/squirrel-core
```
-- [PyPi](https://pypi.org/project/squirrel-core) (📥 380 / month · ⏱️ 15.01.2024):
+- [PyPi](https://pypi.org/project/squirrel-core) (📥 660 / month · ⏱️ 15.01.2024):
```
pip install squirrel-core
```
@@ -3689,7 +3689,7 @@ _Libraries for loading, collecting, and extracting data from a variety of data s
- messytables (🥉24 · ⭐ 390 · 💀) - Tools for parsing messy tabular data. This is now superseded by.. MIT
- deepdish (🥉24 · ⭐ 270 · 💀) - Flexible HDF5 saving/loading and other data science tools from the.. BSD-3
- pyexcel-xlsx (🥉23 · ⭐ 110 · 💀) - A wrapper library to read, manipulate and write data in xlsx.. BSD-3
-- borb (🥉22 · ⭐ 3.3K) - borb is a library for reading, creating and manipulating PDF files.. ❗Unlicensed
+- borb (🥉21 · ⭐ 3.3K) - borb is a library for reading, creating and manipulating PDF files.. ❗Unlicensed
- datatest (🥉21 · ⭐ 290 · 💀) - Tools for test driven data-wrangling and data validation. Apache-2
- csvs-to-sqlite (🥉16 · ⭐ 860 · 💀) - Convert CSV files into a SQLite database. Apache-2
Airflow (🥇49 · ⭐ 35K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2
-- [GitHub](https://github.com/apache/airflow) (👨💻 3.3K · 🔀 14K · 📥 610K · 📦 10K · 📋 9.1K - 10% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/apache/airflow) (👨💻 3.3K · 🔀 14K · 📥 620K · 📦 10K · 📋 9.1K - 10% open · ⏱️ 25.04.2024):
```
git clone https://github.com/apache/airflow
```
-- [PyPi](https://pypi.org/project/apache-airflow) (📥 25M / month · 📦 360 · ⏱️ 08.04.2024):
+- [PyPi](https://pypi.org/project/apache-airflow) (📥 24M / month · 📦 360 · ⏱️ 08.04.2024):
```
pip install apache-airflow
```
@@ -3723,12 +3723,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Celery (🥇46 · ⭐ 23K) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
-- [GitHub](https://github.com/celery/celery) (👨💻 1.3K · 🔀 4.6K · 📦 130K · 📋 5.1K - 13% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/celery/celery) (👨💻 1.3K · 🔀 4.6K · 📦 130K · 📋 5.1K - 13% open · ⏱️ 24.04.2024):
```
git clone https://github.com/celery/celery
```
-- [PyPi](https://pypi.org/project/celery) (📥 9.7M / month · 📦 15K · ⏱️ 17.04.2024):
+- [PyPi](https://pypi.org/project/celery) (📥 9.8M / month · 📦 15K · ⏱️ 17.04.2024):
```
pip install celery
```
@@ -3739,60 +3739,60 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Beam (🥇44 · ⭐ 7.5K) - Unified programming model to define and execute data processing.. Apache-2
-- [GitHub](https://github.com/apache/beam) (👨💻 1.6K · 🔀 4.1K · 📦 6.8K · 📋 6.7K - 65% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/apache/beam) (👨💻 1.6K · 🔀 4.1K · 📦 6.9K · 📋 6.8K - 64% open · ⏱️ 24.04.2024):
```
git clone https://github.com/apache/beam
```
-- [PyPi](https://pypi.org/project/apache-beam) (📥 6.8M / month · 📦 190 · ⏱️ 08.04.2024):
+- [PyPi](https://pypi.org/project/apache-beam) (📥 6.7M / month · 📦 190 · ⏱️ 24.04.2024):
```
pip install apache-beam
```
-- [Conda](https://anaconda.org/conda-forge/apache-beam-with-aws) (📥 64K · ⏱️ 14.04.2024):
+- [Conda](https://anaconda.org/conda-forge/apache-beam-with-aws) (📥 65K · ⏱️ 14.04.2024):
```
conda install -c conda-forge apache-beam-with-aws
```
Prefect (🥇43 · ⭐ 15K) - Prefect is a workflow orchestration tool empowering developers to.. Apache-2
-- [GitHub](https://github.com/PrefectHQ/prefect) (👨💻 460 · 🔀 1.4K · 📦 4.7K · 📋 4.7K - 13% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/PrefectHQ/prefect) (👨💻 460 · 🔀 1.5K · 📦 4.8K · 📋 4.7K - 13% open · ⏱️ 25.04.2024):
```
git clone https://github.com/PrefectHQ/prefect
```
-- [PyPi](https://pypi.org/project/prefect) (📥 980K / month · 📦 160 · ⏱️ 12.04.2024):
+- [PyPi](https://pypi.org/project/prefect) (📥 1.1M / month · 📦 160 · ⏱️ 18.04.2024):
```
pip install prefect
```
-- [Conda](https://anaconda.org/conda-forge/prefect) (📥 630K · ⏱️ 12.04.2024):
+- [Conda](https://anaconda.org/conda-forge/prefect) (📥 630K · ⏱️ 19.04.2024):
```
conda install -c conda-forge prefect
```
Dagster (🥇42 · ⭐ 10K) - An orchestration platform for the development, production, and.. Apache-2
-- [GitHub](https://github.com/dagster-io/dagster) (👨💻 420 · 🔀 1.3K · 📦 2.2K · 📋 7.3K - 34% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/dagster-io/dagster) (👨💻 430 · 🔀 1.3K · 📦 2.2K · 📋 7.3K - 33% open · ⏱️ 24.04.2024):
```
git clone https://github.com/dagster-io/dagster
```
-- [PyPi](https://pypi.org/project/dagster) (📥 830K / month · 📦 140 · ⏱️ 16.04.2024):
+- [PyPi](https://pypi.org/project/dagster) (📥 830K / month · 📦 140 · ⏱️ 19.04.2024):
```
pip install dagster
```
-- [Conda](https://anaconda.org/conda-forge/dagster) (📥 1.1M · ⏱️ 12.04.2024):
+- [Conda](https://anaconda.org/conda-forge/dagster) (📥 1.1M · ⏱️ 18.04.2024):
```
conda install -c conda-forge dagster
```
rq (🥈40 · ⭐ 9.5K) - Simple job queues for Python. BSD-3
-- [GitHub](https://github.com/rq/rq) (👨💻 310 · 🔀 1.4K · 📦 16K · 📋 1.1K - 17% open · ⏱️ 13.04.2024):
+- [GitHub](https://github.com/rq/rq) (👨💻 310 · 🔀 1.4K · 📦 16K · 📋 1.1K - 17% open · ⏱️ 20.04.2024):
```
git clone https://github.com/rq/rq
```
-- [PyPi](https://pypi.org/project/rq) (📥 1.6M / month · 📦 1.8K · ⏱️ 09.03.2024):
+- [PyPi](https://pypi.org/project/rq) (📥 1.5M / month · 📦 1.8K · ⏱️ 09.03.2024):
```
pip install rq
```
@@ -3801,9 +3801,9 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
conda install -c conda-forge rq
```
Great Expectations (🥈40 · ⭐ 9.4K) - Always know what to expect from your data. Apache-2
+Great Expectations (🥈40 · ⭐ 9.5K) - Always know what to expect from your data. Apache-2
-- [GitHub](https://github.com/great-expectations/great_expectations) (👨💻 430 · 🔀 1.5K · 📋 1.9K - 10% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/great-expectations/great_expectations) (👨💻 430 · 🔀 1.5K · 📋 1.9K - 10% open · ⏱️ 25.04.2024):
```
git clone https://github.com/great-expectations/great_expectations
@@ -3817,46 +3817,46 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
conda install -c conda-forge great-expectations
```
joblib (🥈40 · ⭐ 3.6K) - Computing with Python functions. BSD-3
+joblib (🥈40 · ⭐ 3.7K) - Computing with Python functions. BSD-3
-- [GitHub](https://github.com/joblib/joblib) (👨💻 130 · 🔀 400 · 📦 420K · 📋 900 - 45% open · ⏱️ 10.04.2024):
+- [GitHub](https://github.com/joblib/joblib) (👨💻 130 · 🔀 400 · 📦 420K · 📋 900 - 45% open · ⏱️ 19.04.2024):
```
git clone https://github.com/joblib/joblib
```
-- [PyPi](https://pypi.org/project/joblib) (📥 50M / month · 📦 6.9K · ⏱️ 08.04.2024):
+- [PyPi](https://pypi.org/project/joblib) (📥 52M / month · 📦 6.9K · ⏱️ 08.04.2024):
```
pip install joblib
```
-- [Conda](https://anaconda.org/conda-forge/joblib) (📥 25M · ⏱️ 08.04.2024):
+- [Conda](https://anaconda.org/conda-forge/joblib) (📥 26M · ⏱️ 08.04.2024):
```
conda install -c conda-forge joblib
```
Kedro (🥈38 · ⭐ 9.3K) - Kedro is a toolbox for production-ready data science. It uses software.. Apache-2
+Kedro (🥈38 · ⭐ 9.4K) - Kedro is a toolbox for production-ready data science. It uses software.. Apache-2
-- [GitHub](https://github.com/kedro-org/kedro) (👨💻 220 · 🔀 860 · 📦 2.3K · 📋 1.8K - 15% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/kedro-org/kedro) (👨💻 220 · 🔀 860 · 📦 2.3K · 📋 1.8K - 15% open · ⏱️ 23.04.2024):
```
git clone https://github.com/kedro-org/kedro
```
-- [PyPi](https://pypi.org/project/kedro) (📥 480K / month · 📦 74 · ⏱️ 17.04.2024):
+- [PyPi](https://pypi.org/project/kedro) (📥 480K / month · 📦 76 · ⏱️ 22.04.2024):
```
pip install kedro
```
dbt (🥈38 · ⭐ 8.9K) - dbt enables data analysts and engineers to transform their data using the.. Apache-2
-- [GitHub](https://github.com/dbt-labs/dbt-core) (👨💻 310 · 🔀 1.5K · 📥 4.2K · 📦 4.7K · 📋 5.1K - 10% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/dbt-labs/dbt-core) (👨💻 310 · 🔀 1.5K · 📥 4.1K · 📦 4.8K · 📋 5.2K - 10% open · ⏱️ 25.04.2024):
```
git clone https://github.com/dbt-labs/dbt-core
```
-- [PyPi](https://pypi.org/project/dbt) (📥 45K / month · 📦 30 · ⏱️ 11.04.2024):
+- [PyPi](https://pypi.org/project/dbt) (📥 45K / month · 📦 30 · ⏱️ 24.04.2024):
```
pip install dbt
```
-- [Conda](https://anaconda.org/conda-forge/dbt) (📥 250K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/dbt) (📥 260K · ⏱️ 16.06.2023):
```
conda install -c conda-forge dbt
```
@@ -3868,7 +3868,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
git clone https://github.com/spotify/luigi
```
-- [PyPi](https://pypi.org/project/luigi) (📥 370K / month · 📦 420 · ⏱️ 15.01.2024):
+- [PyPi](https://pypi.org/project/luigi) (📥 340K / month · 📦 420 · ⏱️ 15.01.2024):
```
pip install luigi
```
@@ -3884,18 +3884,18 @@ _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) (📥 2.8M / month · 📦 86 · ⏱️ 12.03.2024):
+- [PyPi](https://pypi.org/project/petl) (📥 2.6M / month · 📦 86 · ⏱️ 12.03.2024):
```
pip install petl
```
-- [Conda](https://anaconda.org/conda-forge/petl) (📥 220K · ⏱️ 13.03.2024):
+- [Conda](https://anaconda.org/conda-forge/petl) (📥 230K · ⏱️ 13.03.2024):
```
conda install -c conda-forge petl
```
Activeloop (🥈33 · ⭐ 7.7K) - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use.. MPL-2.0
-- [GitHub](https://github.com/activeloopai/deeplake) (👨💻 130 · 🔀 580 · 📦 2.8K · 📋 450 - 11% open · ⏱️ 16.04.2024):
+- [GitHub](https://github.com/activeloopai/deeplake) (👨💻 130 · 🔀 590 · 📦 2.8K · 📋 450 - 11% open · ⏱️ 24.04.2024):
```
git clone https://github.com/activeloopai/Hub
@@ -3905,26 +3905,26 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
pip install hub
```
zenml (🥈33 · ⭐ 3.6K) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2
+zenml (🥈32 · ⭐ 3.7K · 📉) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2
-- [GitHub](https://github.com/zenml-io/zenml) (👨💻 91 · 🔀 400 · 📥 1 · 📦 480 · 📋 300 - 20% open · ⏱️ 09.04.2024):
+- [GitHub](https://github.com/zenml-io/zenml) (👨💻 91 · 🔀 400 · 📥 1 · 📦 490 · 📋 310 - 22% open · ⏱️ 24.04.2024):
```
git clone https://github.com/zenml-io/zenml
```
-- [PyPi](https://pypi.org/project/zenml) (📥 13K / month · 📦 2 · ⏱️ 09.04.2024):
+- [PyPi](https://pypi.org/project/zenml) (📥 13K / month · 📦 2 · ⏱️ 24.04.2024):
```
pip install zenml
```
whylogs (🥈30 · ⭐ 2.5K) - Open standard for end-to-end data and ML monitoring for any scale in.. Apache-2
-- [GitHub](https://github.com/whylabs/whylogs) (👨💻 32 · 🔀 120 · 📥 34 · 📦 250 · 📋 420 - 2% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/whylabs/whylogs) (👨💻 32 · 🔀 120 · 📥 34 · 📦 250 · 📋 420 - 2% open · ⏱️ 22.04.2024):
```
git clone https://github.com/whylabs/whylogs
```
-- [PyPi](https://pypi.org/project/whylogs) (📥 270K / month · 📦 6 · ⏱️ 17.04.2024):
+- [PyPi](https://pypi.org/project/whylogs) (📥 320K / month · 📦 6 · ⏱️ 17.04.2024):
```
pip install whylogs
```
@@ -3936,23 +3936,23 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
git clone https://github.com/samuelcolvin/arq
```
-- [PyPi](https://pypi.org/project/arq) (📥 97K / month · 📦 21 · ⏱️ 01.04.2024):
+- [PyPi](https://pypi.org/project/arq) (📥 93K / month · 📦 21 · ⏱️ 01.04.2024):
```
pip install arq
```
-- [Conda](https://anaconda.org/conda-forge/arq) (📥 9.7K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/arq) (📥 9.8K · ⏱️ 16.06.2023):
```
conda install -c conda-forge arq
```
huey (🥉29 · ⭐ 4.9K) - a little task queue for python. MIT
-- [GitHub](https://github.com/coleifer/huey) (👨💻 67 · 🔀 380 · 📦 1.4K · ⏱️ 04.04.2024):
+- [GitHub](https://github.com/coleifer/huey) (👨💻 67 · 🔀 380 · 📦 1.5K · ⏱️ 04.04.2024):
```
git clone https://github.com/coleifer/huey
```
-- [PyPi](https://pypi.org/project/huey) (📥 96K / month · 📦 180 · ⏱️ 20.09.2023):
+- [PyPi](https://pypi.org/project/huey) (📥 99K / month · 📦 180 · ⏱️ 20.09.2023):
```
pip install huey
```
@@ -3968,7 +3968,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
git clone https://github.com/ploomber/ploomber
```
-- [PyPi](https://pypi.org/project/ploomber) (📥 6.3K / month · 📦 7 · ⏱️ 08.02.2024):
+- [PyPi](https://pypi.org/project/ploomber) (📥 8K / month · 📦 7 · ⏱️ 08.02.2024):
```
pip install ploomber
```
@@ -3988,7 +3988,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
pip install mleap
```
-- [Conda](https://anaconda.org/conda-forge/mleap) (📥 79K · ⏱️ 15.11.2023):
+- [Conda](https://anaconda.org/conda-forge/mleap) (📥 80K · ⏱️ 15.11.2023):
```
conda install -c conda-forge mleap
```
@@ -4000,11 +4000,23 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
git clone https://github.com/EntilZha/PyFunctional
```
-- [PyPi](https://pypi.org/project/pyfunctional) (📥 190K / month · 📦 27 · ⏱️ 13.03.2024):
+- [PyPi](https://pypi.org/project/pyfunctional) (📥 180K / month · 📦 27 · ⏱️ 13.03.2024):
```
pip install pyfunctional
```
streamparse (🥉25 · ⭐ 1.5K) - Run Python in Apache Storm topologies. Pythonic API, CLI.. Apache-2
+
+- [GitHub](https://github.com/pystorm/streamparse) (👨💻 45 · 🔀 220 · 📦 64 · 📋 340 - 21% open · ⏱️ 21.04.2024):
+
+ ```
+ git clone https://github.com/Parsely/streamparse
+ ```
+- [PyPi](https://pypi.org/project/streamparse) (📥 2.1K / month · 📦 27 · ⏱️ 10.01.2022):
+ ```
+ pip install streamparse
+ ```
+Optimus (🥉25 · ⭐ 1.4K · 💤) - Agile Data Preparation Workflows madeeasy with Pandas,.. Apache-2 spark
- [GitHub](https://github.com/hi-primus/optimus) (👨💻 26 · 🔀 230 · 📋 220 - 4% open · ⏱️ 19.05.2023):
@@ -4012,11 +4024,23 @@ _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) (📥 9.2K / month · ⏱️ 19.07.2020):
+- [PyPi](https://pypi.org/project/optimuspyspark) (📥 9.6K / month · ⏱️ 19.07.2020):
```
pip install optimuspyspark
```
TaskTiger (🥉25 · ⭐ 1.4K) - Python task queue using Redis. MIT
+
+- [GitHub](https://github.com/closeio/tasktiger) (👨💻 30 · 🔀 81 · 📦 29 · 📋 84 - 51% open · ⏱️ 25.04.2024):
+
+ ```
+ git clone https://github.com/closeio/tasktiger
+ ```
+- [PyPi](https://pypi.org/project/tasktiger) (📥 6.2K / month · 📦 10 · ⏱️ 25.04.2024):
+ ```
+ pip install tasktiger
+ ```
+dbnd (🥉25 · ⭐ 250) - DBND is an agile pipeline framework that helps data engineering teams.. Apache-2
- [GitHub](https://github.com/databand-ai/dbnd) (👨💻 78 · 🔀 34 · 📦 36 · 📋 30 - 86% open · ⏱️ 04.03.2024):
@@ -4029,16 +4053,16 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
pip install dbnd
```
TaskTiger (🥉23 · ⭐ 1.3K) - Python task queue using Redis. MIT
+Databolt Flow (🥉20 · ⭐ 950 · 💤) - Python library for building highly effective data science.. MIT
-- [GitHub](https://github.com/closeio/tasktiger) (👨💻 30 · 🔀 81 · 📦 29 · 📋 88 - 53% open · ⏱️ 05.03.2024):
+- [GitHub](https://github.com/d6t/d6tflow) (👨💻 13 · 🔀 77 · 📦 28 · 📋 24 - 45% open · ⏱️ 20.07.2023):
```
- git clone https://github.com/closeio/tasktiger
+ git clone https://github.com/d6t/d6tflow
```
-- [PyPi](https://pypi.org/project/tasktiger) (📥 6.1K / month · 📦 10 · ⏱️ 05.03.2024):
+- [PyPi](https://pypi.org/project/d6tflow) (📥 190 / month · ⏱️ 20.02.2024):
```
- pip install tasktiger
+ pip install d6tflow
```
BatchFlow (🥉20 · ⭐ 200) - BatchFlow helps you conveniently work with random or sequential.. Apache-2
@@ -4048,23 +4072,11 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
git clone https://github.com/analysiscenter/batchflow
```
-- [PyPi](https://pypi.org/project/batchflow) (📥 170 / month · ⏱️ 01.08.2023):
+- [PyPi](https://pypi.org/project/batchflow) (📥 220 / month · ⏱️ 01.08.2023):
```
pip install batchflow
```
Databolt Flow (🥉19 · ⭐ 950 · 💤) - Python library for building highly effective data science.. MIT
-
-- [GitHub](https://github.com/d6t/d6tflow) (👨💻 13 · 🔀 77 · 📦 28 · 📋 24 - 45% open · ⏱️ 20.07.2023):
-
- ```
- git clone https://github.com/d6t/d6tflow
- ```
-- [PyPi](https://pypi.org/project/d6tflow) (📥 140 / month · ⏱️ 20.02.2024):
- ```
- pip install d6tflow
- ```
-Mara Pipelines (🥉17 · ⭐ 2.1K) - A lightweight opinionated ETL framework, halfway between plain.. MIT
- [GitHub](https://github.com/mara/mara-pipelines) (👨💻 17 · 🔀 100 · 📋 42 - 61% open · ⏱️ 07.12.2023):
@@ -4072,41 +4084,40 @@ _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) (📥 51 / month · 📦 1 · ⏱️ 06.12.2023):
+- [PyPi](https://pypi.org/project/mara-pipelines) (📥 69 / month · 📦 1 · ⏱️ 06.12.2023):
```
pip install mara-pipelines
```
flupy (🥉17 · ⭐ 180) - Fluent data pipelines for python and your shell. MIT
+flupy (🥉17 · ⭐ 190) - Fluent data pipelines for python and your shell. MIT
- [GitHub](https://github.com/olirice/flupy) (👨💻 6 · 🔀 14 · 📋 14 - 14% open · ⏱️ 27.02.2024):
```
git clone https://github.com/olirice/flupy
```
-- [PyPi](https://pypi.org/project/flupy) (📥 230K / month · ⏱️ 21.10.2022):
+- [PyPi](https://pypi.org/project/flupy) (📥 220K / month · ⏱️ 21.10.2022):
```
pip install flupy
```
Show 16 hidden projects...
+Show 15 hidden projects...
- mrjob (🥈31 · ⭐ 2.6K · 💀) - Run MapReduce jobs on Hadoop or Amazon Web Services.Apache-2
- faust (🥉29 · ⭐ 6.7K · 💀) - Python Stream Processing. BSD-3
- bonobo (🥉25 · ⭐ 1.6K · 💀) - Extract Transform Load for Python 3.5+. Apache-2
-- streamparse (🥉25 · ⭐ 1.5K · 💀) - Run Python in Apache Storm topologies. Pythonic API, CLI.. Apache-2
- Pypeline (🥉24 · ⭐ 1.5K · 💀) - Concurrent data pipelines in Python . MIT
- pysparkling (🥉23 · ⭐ 260 · 💀) - A pure Python implementation of Apache Sparks RDD and DStream.. MIT
- dpark (🥉22 · ⭐ 2.7K · 💀) - Python clone of Spark, a MapReduce alike framework in Python. BSD-3 spark
-- mrq (🥉20 · ⭐ 880 · 💀) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. MIT
+- mrq (🥉21 · ⭐ 880 · 💀) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. MIT
- pdpipe (🥉20 · ⭐ 720 · 💀) - Easy pipelines for pandas DataFrames. MIT Apache-2 spark
- riko (🥉18 · ⭐ 1.6K · 💀) - A Python stream processing engine modeled after Yahoo! Pipes. MIT
- bodywork-core (🥉17 · ⭐ 430 · 💀) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0
- kale (🥉16 · ⭐ 620 · 💀) - Kubeflows superfood for Data Scientists. Apache-2 jupyter
- Botflow (🥉15 · ⭐ 1.2K · 💀) - Python Fast Dataflow programming framework for Data pipeline work(.. BSD-3
+- RasgoQL (🥉13 · ⭐ 270 · 💀) - Write python locally, execute SQL in your data warehouse. ❗️AGPL-3.0
- datajob (🥉13 · ⭐ 110 · 💀) - Build and deploy a serverless data pipeline on AWS with no effort. Apache-2
-- RasgoQL (🥉12 · ⭐ 270 · 💀) - Write python locally, execute SQL in your data warehouse. ❗️AGPL-3.0
@@ -4141,7 +4152,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` pip install pyyaml ``` -- [Conda](https://anaconda.org/conda-forge/pyyaml) (📥 43M · ⏱️ 22.09.2023): +- [Conda](https://anaconda.org/conda-forge/pyyaml) (📥 44M · ⏱️ 22.09.2023): ``` conda install -c conda-forge pyyaml ``` @@ -4163,11 +4174,11 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/seperman/deepdiff ``` -- [PyPi](https://pypi.org/project/deepdiff) (📥 10M / month · 📦 900 · ⏱️ 08.04.2024): +- [PyPi](https://pypi.org/project/deepdiff) (📥 11M / month · 📦 900 · ⏱️ 08.04.2024): ``` pip install deepdiff ``` -- [Conda](https://anaconda.org/conda-forge/deepdiff) (📥 410K · ⏱️ 09.04.2024): +- [Conda](https://anaconda.org/conda-forge/deepdiff) (📥 420K · ⏱️ 09.04.2024): ``` conda install -c conda-forge deepdiff ``` @@ -4179,7 +4190,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched ``` git clone https://github.com/ilevkivskyi/typing_inspect ``` -- [PyPi](https://pypi.org/project/typing_inspect) (📥 30M / month · 📦 410 · ⏱️ 24.05.2023): +- [PyPi](https://pypi.org/project/typing_inspect) (📥 29M / month · 📦 410 · ⏱️ 24.05.2023): ``` pip install typing_inspect ``` @@ -4190,7 +4201,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Show 2 hidden projects...
-- importlib-resources (🥈32 · ⭐ 57) - Backport of the importlib.resources module.Apache-2
+- importlib-resources (🥈32 · ⭐ 58) - Backport of the importlib.resources module. Apache-2
- entrypoints (🥉25 · ⭐ 72 · 💀) - Discover and load entry points from installed packages. MIT
@@ -4201,7 +4212,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
attrs (🥇43 · ⭐ 5.1K) - Python Classes Without Boilerplate. MIT
-- [GitHub](https://github.com/python-attrs/attrs) (👨💻 160 · 🔀 390 · 📦 1M · 📋 700 - 18% open · ⏱️ 09.04.2024):
+- [GitHub](https://github.com/python-attrs/attrs) (👨💻 160 · 🔀 390 · 📦 1M · 📋 700 - 18% open · ⏱️ 24.04.2024):
```
git clone https://github.com/python-attrs/attrs
@@ -4210,14 +4221,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
pip install attrs
```
-- [Conda](https://anaconda.org/conda-forge/attrs) (📥 35M · ⏱️ 31.12.2023):
+- [Conda](https://anaconda.org/conda-forge/attrs) (📥 36M · ⏱️ 31.12.2023):
```
conda install -c conda-forge attrs
```
more-itertools (🥇39 · ⭐ 3.4K) - More routines for operating on iterables, beyond itertools. MIT
-- [GitHub](https://github.com/more-itertools/more-itertools) (👨💻 120 · 🔀 270 · 📥 2.9K · 📦 220K · 📋 300 - 5% open · ⏱️ 13.04.2024):
+- [GitHub](https://github.com/more-itertools/more-itertools) (👨💻 120 · 🔀 270 · 📥 3K · 📦 220K · 📋 300 - 5% open · ⏱️ 13.04.2024):
```
git clone https://github.com/more-itertools/more-itertools
@@ -4254,55 +4265,55 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
git clone https://github.com/mahmoud/boltons
```
-- [PyPi](https://pypi.org/project/boltons) (📥 3.9M / month · 📦 450 · ⏱️ 31.03.2024):
+- [PyPi](https://pypi.org/project/boltons) (📥 4M / month · 📦 450 · ⏱️ 31.03.2024):
```
pip install boltons
```
-- [Conda](https://anaconda.org/conda-forge/boltons) (📥 4.5M · ⏱️ 01.04.2024):
+- [Conda](https://anaconda.org/conda-forge/boltons) (📥 4.6M · ⏱️ 01.04.2024):
```
conda install -c conda-forge boltons
```
tenacity (🥈34 · ⭐ 5.9K) - Retrying library for Python. Apache-2
+tenacity (🥈34 · ⭐ 6K) - Retrying library for Python. Apache-2
- [GitHub](https://github.com/jd/tenacity) (👨💻 91 · 🔀 290 · 📋 250 - 39% open · ⏱️ 14.03.2024):
```
git clone https://github.com/jd/tenacity
```
-- [PyPi](https://pypi.org/project/tenacity) (📥 49M / month · 📦 1.9K · ⏱️ 14.08.2023):
+- [PyPi](https://pypi.org/project/tenacity) (📥 50M / month · 📦 1.9K · ⏱️ 14.08.2023):
```
pip install tenacity
```
-- [Conda](https://anaconda.org/conda-forge/tenacity) (📥 6.3M · ⏱️ 14.08.2023):
+- [Conda](https://anaconda.org/conda-forge/tenacity) (📥 6.4M · ⏱️ 14.08.2023):
```
conda install -c conda-forge tenacity
```
returns (🥉31 · ⭐ 3.3K) - Make your functions return something meaningful, typed, and safe!. BSD-2
-- [GitHub](https://github.com/dry-python/returns) (👨💻 49 · 🔀 110 · 📦 540 · 📋 420 - 15% open · ⏱️ 12.04.2024):
+- [GitHub](https://github.com/dry-python/returns) (👨💻 49 · 🔀 110 · 📦 540 · 📋 420 - 15% open · ⏱️ 22.04.2024):
```
git clone https://github.com/dry-python/returns
```
-- [PyPi](https://pypi.org/project/returns) (📥 160K / month · 📦 59 · ⏱️ 26.08.2023):
+- [PyPi](https://pypi.org/project/returns) (📥 150K / month · 📦 59 · ⏱️ 26.08.2023):
```
pip install returns
```
-- [Conda](https://anaconda.org/conda-forge/returns) (📥 8.8K · ⏱️ 28.08.2023):
+- [Conda](https://anaconda.org/conda-forge/returns) (📥 8.9K · ⏱️ 28.08.2023):
```
conda install -c conda-forge returns
```
natsort (🥉30 · ⭐ 850) - Simple yet flexible natural sorting in Python. MIT
+natsort (🥉30 · ⭐ 860) - Simple yet flexible natural sorting in Python. MIT
- [GitHub](https://github.com/SethMMorton/natsort) (👨💻 22 · 🔀 49 · 📦 28K · 📋 94 - 2% open · ⏱️ 04.03.2024):
```
git clone https://github.com/SethMMorton/natsort
```
-- [PyPi](https://pypi.org/project/natsort) (📥 4.5M / month · 📦 1.4K · ⏱️ 20.06.2023):
+- [PyPi](https://pypi.org/project/natsort) (📥 4.7M / month · 📦 1.4K · ⏱️ 20.06.2023):
```
pip install natsort
```
@@ -4334,11 +4345,11 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
git clone https://github.com/Erotemic/ubelt
```
-- [PyPi](https://pypi.org/project/ubelt) (📥 25K / month · 📦 66 · ⏱️ 20.03.2024):
+- [PyPi](https://pypi.org/project/ubelt) (📥 23K / month · 📦 73 · ⏱️ 20.03.2024):
```
pip install ubelt
```
-- [Conda](https://anaconda.org/conda-forge/ubelt) (📥 73K · ⏱️ 20.03.2024):
+- [Conda](https://anaconda.org/conda-forge/ubelt) (📥 75K · ⏱️ 20.03.2024):
```
conda install -c conda-forge ubelt
```
@@ -4358,14 +4369,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
cpython (🥇43 · ⭐ 59K) - The Python programming language. MIT
+cpython (🥇50 · ⭐ 60K · 📈) - The Python programming language. MIT
-- [GitHub](https://github.com/python/cpython) (👨💻 2.9K · 🔀 29K · 📦 4 · 📋 69K - 12% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/python/cpython) (👨💻 2.9K · 🔀 29K · 📦 610K · 📋 69K - 12% open · ⏱️ 25.04.2024):
```
git clone https://github.com/python/cpython
```
-- [PyPi](https://pypi.org/project/cpython) (📥 42 / month · 📦 5 · ⏱️ 22.07.2020):
+- [PyPi](https://pypi.org/project/cpython) (📥 30 / month · 📦 5 · ⏱️ 22.07.2020):
```
pip install cpython
```
@@ -4380,7 +4391,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
micropython (🥈35 · ⭐ 18K) - MicroPython - a lean and efficient Python implementation for.. Python-2.0
-- [GitHub](https://github.com/micropython/micropython) (👨💻 620 · 🔀 7.2K · 📥 76K · 📋 5.5K - 31% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/micropython/micropython) (👨💻 630 · 🔀 7.3K · 📥 77K · 📋 5.6K - 32% open · ⏱️ 25.04.2024):
```
git clone https://github.com/micropython/micropython
@@ -4403,14 +4414,14 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Pygments (🥇42 · ⭐ 1.7K · 📉) - Pygments is a generic syntax highlighter written in Python. BSD-2
+Pygments (🥇42 · ⭐ 1.7K) - Pygments is a generic syntax highlighter written in Python. BSD-2
-- [GitHub](https://github.com/pygments/pygments) (👨💻 840 · 🔀 600 · 📦 710K · 📋 1.8K - 23% open · ⏱️ 13.04.2024):
+- [GitHub](https://github.com/pygments/pygments) (👨💻 840 · 🔀 610 · 📦 710K · 📋 1.8K - 23% open · ⏱️ 13.04.2024):
```
git clone https://github.com/pygments/pygments
```
-- [PyPi](https://pypi.org/project/pygments) (📥 98M / month · 📦 38K · ⏱️ 21.11.2023):
+- [PyPi](https://pypi.org/project/pygments) (📥 99M / month · 📦 38K · ⏱️ 21.11.2023):
```
pip install pygments
```
@@ -4421,16 +4432,16 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
cookiecutter (🥇41 · ⭐ 22K) - A cross-platform command-line utility that creates projects from.. BSD-3
-- [GitHub](https://github.com/cookiecutter/cookiecutter) (👨💻 320 · 🔀 1.9K · 📦 27K · 📋 870 - 26% open · ⏱️ 17.04.2024):
+- [GitHub](https://github.com/cookiecutter/cookiecutter) (👨💻 320 · 🔀 1.9K · 📦 27K · 📋 870 - 26% open · ⏱️ 25.04.2024):
```
git clone https://github.com/cookiecutter/cookiecutter
```
-- [PyPi](https://pypi.org/project/cookiecutter) (📥 3.7M / month · 📦 1.6K · ⏱️ 21.02.2024):
+- [PyPi](https://pypi.org/project/cookiecutter) (📥 3.7M / month · 📦 1.7K · ⏱️ 21.02.2024):
```
pip install cookiecutter
```
-- [Conda](https://anaconda.org/conda-forge/cookiecutter) (📥 980K · ⏱️ 22.02.2024):
+- [Conda](https://anaconda.org/conda-forge/cookiecutter) (📥 990K · ⏱️ 22.02.2024):
```
conda install -c conda-forge cookiecutter
```
@@ -4453,12 +4464,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
pycparser (🥈38 · ⭐ 3.1K) - Complete C99 parser in pure Python. BSD-3
-- [GitHub](https://github.com/eliben/pycparser) (👨💻 84 · 🔀 590 · 📦 790K · 📋 350 - 8% open · ⏱️ 15.04.2024):
+- [GitHub](https://github.com/eliben/pycparser) (👨💻 84 · 🔀 600 · 📦 800K · 📋 350 - 8% open · ⏱️ 15.04.2024):
```
git clone https://github.com/eliben/pycparser
```
-- [PyPi](https://pypi.org/project/pycparser) (📥 210M / month · 📦 17K · ⏱️ 30.03.2024):
+- [PyPi](https://pypi.org/project/pycparser) (📥 220M / month · 📦 17K · ⏱️ 30.03.2024):
```
pip install pycparser
```
@@ -4469,7 +4480,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
py4j (🥈35 · ⭐ 1.1K) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3
-- [GitHub](https://github.com/py4j/py4j) (👨💻 41 · 🔀 200 · 📦 38K · 📋 420 - 35% open · ⏱️ 16.04.2024):
+- [GitHub](https://github.com/py4j/py4j) (👨💻 41 · 🔀 200 · 📦 39K · 📋 420 - 35% open · ⏱️ 16.04.2024):
```
git clone https://github.com/bartdag/py4j
@@ -4478,7 +4489,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
pip install py4j
```
-- [Conda](https://anaconda.org/conda-forge/py4j) (📥 5.3M · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/py4j) (📥 5.4M · ⏱️ 16.06.2023):
```
conda install -c conda-forge py4j
```
@@ -4499,18 +4510,18 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
conda install -c conda-forge wrapt
```
pluggy (🥈34 · ⭐ 1.1K) - A minimalist production ready plugin system. MIT
+pluggy (🥈34 · ⭐ 1.2K) - A minimalist production ready plugin system. MIT
-- [GitHub](https://github.com/pytest-dev/pluggy) (👨💻 53 · 🔀 130 · 📋 190 - 27% open · ⏱️ 08.04.2024):
+- [GitHub](https://github.com/pytest-dev/pluggy) (👨💻 54 · 🔀 120 · 📋 190 - 28% open · ⏱️ 23.04.2024):
```
git clone https://github.com/pytest-dev/pluggy
```
-- [PyPi](https://pypi.org/project/pluggy) (📥 130M / month · 📦 11K · ⏱️ 24.01.2024):
+- [PyPi](https://pypi.org/project/pluggy) (📥 130M / month · 📦 11K · ⏱️ 20.04.2024):
```
pip install pluggy
```
-- [Conda](https://anaconda.org/conda-forge/pluggy) (📥 25M · ⏱️ 24.01.2024):
+- [Conda](https://anaconda.org/conda-forge/pluggy) (📥 25M · ⏱️ 21.04.2024):
```
conda install -c conda-forge pluggy
```
@@ -4522,7 +4533,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
git clone https://github.com/micheles/decorator
```
-- [PyPi](https://pypi.org/project/decorator) (📥 93M / month · 📦 25K · ⏱️ 07.01.2022):
+- [PyPi](https://pypi.org/project/decorator) (📥 94M / month · 📦 25K · ⏱️ 07.01.2022):
```
pip install decorator
```
@@ -4533,12 +4544,12 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Copier (🥈33 · ⭐ 1.7K) - Library and command-line utility for rendering projects templates. MIT
-- [GitHub](https://github.com/copier-org/copier) (👨💻 72 · 🔀 160 · 📦 930 · 📋 460 - 15% open · ⏱️ 18.04.2024):
+- [GitHub](https://github.com/copier-org/copier) (👨💻 74 · 🔀 160 · 📦 940 · 📋 460 - 14% open · ⏱️ 22.04.2024):
```
git clone https://github.com/copier-org/copier
```
-- [PyPi](https://pypi.org/project/copier) (📥 190K / month · 📦 68 · ⏱️ 04.04.2024):
+- [PyPi](https://pypi.org/project/copier) (📥 200K / month · 📦 68 · ⏱️ 04.04.2024):
```
pip install copier
```
@@ -4550,7 +4561,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
git clone https://github.com/mingrammer/diagrams
```
-- [PyPi](https://pypi.org/project/diagrams) (📥 150K / month · 📦 43 · ⏱️ 30.10.2023):
+- [PyPi](https://pypi.org/project/diagrams) (📥 200K / month · 📦 43 · ⏱️ 30.10.2023):
```
pip install diagrams
```
@@ -4561,16 +4572,16 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
fastcore (🥉31 · ⭐ 900 · 💤) - Python supercharged for the fastai library. Apache-2
-- [GitHub](https://github.com/fastai/fastcore) (👨💻 56 · 🔀 260 · 📦 6.1K · 📋 330 - 9% open · ⏱️ 25.06.2023):
+- [GitHub](https://github.com/fastai/fastcore) (👨💻 56 · 🔀 260 · 📦 6.2K · 📋 330 - 9% open · ⏱️ 25.06.2023):
```
git clone https://github.com/fastai/fastcore
```
-- [PyPi](https://pypi.org/project/fastcore) (📥 1.4M / month · 📦 330 · ⏱️ 28.03.2023):
+- [PyPi](https://pypi.org/project/fastcore) (📥 1.5M / month · 📦 330 · ⏱️ 28.03.2023):
```
pip install fastcore
```
-- [Conda](https://anaconda.org/conda-forge/fastcore) (📥 71K · ⏱️ 16.06.2023):
+- [Conda](https://anaconda.org/conda-forge/fastcore) (📥 72K · ⏱️ 16.06.2023):
```
conda install -c conda-forge fastcore
```
@@ -4582,7 +4593,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
git clone https://github.com/pyscaffold/pyscaffold
```
-- [PyPi](https://pypi.org/project/pyscaffold) (📥 720K / month · 📦 62 · ⏱️ 20.06.2023):
+- [PyPi](https://pypi.org/project/pyscaffold) (📥 800K / month · 📦 62 · ⏱️ 20.06.2023):
```
pip install pyscaffold
```
@@ -4593,7 +4604,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
Send2Trash (🥉28 · ⭐ 260) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3
-- [GitHub](https://github.com/arsenetar/send2trash) (👨💻 17 · 🔀 40 · 📋 60 - 48% open · ⏱️ 06.04.2024):
+- [GitHub](https://github.com/arsenetar/send2trash) (👨💻 17 · 🔀 41 · 📋 60 - 48% open · ⏱️ 06.04.2024):
```
git clone https://github.com/arsenetar/send2trash
@@ -4602,19 +4613,19 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
pip install send2trash
```
-- [Conda](https://anaconda.org/conda-forge/send2trash) (📥 13M · ⏱️ 08.04.2024):
+- [Conda](https://anaconda.org/conda-forge/send2trash) (📥 14M · ⏱️ 08.04.2024):
```
conda install -c conda-forge send2trash
```
python-mss (🥉26 · ⭐ 950) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
+python-mss (🥉26 · ⭐ 960) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
- [GitHub](https://github.com/BoboTiG/python-mss) (👨💻 23 · 🔀 81 · 📋 140 - 26% open · ⏱️ 27.02.2024):
```
git clone https://github.com/BoboTiG/python-mss
```
-- [PyPi](https://pypi.org/project/mss) (📥 860K / month · 📦 280 · ⏱️ 20.04.2023):
+- [PyPi](https://pypi.org/project/mss) (📥 820K / month · 📦 280 · ⏱️ 20.04.2023):
```
pip install mss
```
@@ -4630,7 +4641,7 @@ _Libraries for data batch- and stream-processing, workflow automation, job sched
```
git clone https://github.com/explosion/catalogue
```
-- [PyPi](https://pypi.org/project/catalogue) (📥 7.5M / month · 📦 93 · ⏱️ 25.09.2023):
+- [PyPi](https://pypi.org/project/catalogue) (📥 8.3M / month · 📦 93 · ⏱️ 25.09.2023):
```
pip install catalogue
```
diff --git a/history/2024-04-25_changes.md b/history/2024-04-25_changes.md
new file mode 100644
index 0000000..1e0e836
--- /dev/null
+++ b/history/2024-04-25_changes.md
@@ -0,0 +1,20 @@
+## 📈 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._
+
+- cpython (🥇50 · ⭐ 60K · 📈) - The Python programming language. MIT
+- keyring (🥈39 · ⭐ 1.2K · 📈) - Store and access your passwords safely. MIT
+- zipp (🥈35 · ⭐ 50 · 📈) - Backport of pathlib-compatible object wrapper for zip files. MIT
+- inflect (🥈34 · ⭐ 920 · 📈) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT
+- path (🥉33 · ⭐ 1.1K · 📈) - Object-oriented file system path manipulation. MIT
+
+## 📉 Trending Down
+
+_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
+
+- pycryptodomex (🥉37 · ⭐ 2.7K · 📉) - A self-contained cryptographic library for Python. BSD-3
+- Prometheus Client (🥈34 · ⭐ 3.8K · 📉) - Prometheus instrumentation library for Python.. Apache-2
+- docarray (🥈33 · ⭐ 2.7K · 📉) - Represent, send, store and search multimodal data. Apache-2
+- zenml (🥈32 · ⭐ 3.7K · 📉) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2
+- prisma (🥉27 · ⭐ 1.6K · 📉) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2
+
diff --git a/history/2024-04-25_projects.csv b/history/2024-04-25_projects.csv
new file mode 100644
index 0000000..2889e29
--- /dev/null
+++ b/history/2024-04-25_projects.csv
@@ -0,0 +1,392 @@
+,name,github_id,description,resource,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,dependent_project_count,github_dependent_project_count,pypi_id,conda_id,labels,github_release_downloads,monthly_downloads,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,trending,dockerhub_id,helm_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,updated_github_id,brew_id,conda_dependent_project_count,docs_url,gitlab_id,gitlab_url
+0,best-of-ml-python - Computer Vision,ml-tooling/best-of-ml-python,Collection of computer vision and image processing libraries.,True,computer-vision,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2024-04-18 15:55:35.000,2024-04-18 15:55:35,481.0,23.0,2248,391.0,257.0,24.0,34.0,15327,2024-04-18 15:55:40.000,2024.04.18,100.0,45.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,best-of-web-python - Web UI,ml-tooling/best-of-web-python,Collection of libraries to implement web-based UIs.,True,gui-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2024-04-18 17:08:05.000,2024-04-18 17:08:04,332.0,29.0,162,54.0,197.0,,3.0,2166,2024-04-18 17:08:10.000,2024.04.18,100.0,16.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,best-of-python-dev,ml-tooling/best-of-python-dev,A ranked list of awesome python developer tools and libraries. Updated weekly.,True,dev-utils,https://github.com/ml-tooling/best-of-python-dev,https://github.com/ml-tooling/best-of-python-dev,CC-BY-SA-4.0,2021-01-08 14:46:24.000,2024-04-18 15:02:51.000,2024-04-18 15:02:50,325.0,24.0,43,26.0,188.0,3.0,5.0,909,2024-04-18 15:02:56.000,2024.04.18,100.0,7.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,best-of-web-python,ml-tooling/best-of-web-python,A ranked list of awesome python libraries for web development. Updated weekly.,True,web-dev,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2024-04-18 17:08:05.000,2024-04-18 17:08:04,332.0,29.0,162,54.0,197.0,,3.0,2166,2024-04-18 17:08:10.000,2024.04.18,100.0,16.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,best-of-ml-python,ml-tooling/best-of-ml-python,A ranked list of awesome machine learning Python libraries. Updated weekly.,True,machine-learning,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2024-04-18 15:55:35.000,2024-04-18 15:55:35,481.0,23.0,2248,391.0,257.0,24.0,34.0,15327,2024-04-18 15:55:40.000,2024.04.18,100.0,45.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+5,python-patterns,faif/python-patterns,Collection of design patterns/idioms in Python.,True,algorithms,https://github.com/faif/python-patterns,https://github.com/faif/python-patterns,,2012-06-06 21:02:35.000,2024-04-08 22:44:05.000,2023-01-27 22:41:14,830.0,,6999,1664.0,325.0,13.0,74.0,39376,,,,128.0,0,True,21.0,21.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+6,best-of-ml-python - NLP,ml-tooling/best-of-ml-python,Collection of text processing and NLP libraries.,True,text,https://github.com/ml-tooling/best-of-ml-python,https://github.com/ml-tooling/best-of-ml-python#text-data--nlp,CC-BY-SA-4.0,2020-11-29 19:41:36.000,2024-04-18 15:55:35.000,2024-04-18 15:55:35,481.0,23.0,2248,391.0,257.0,24.0,34.0,15327,2024-04-18 15:55:40.000,2024.04.18,100.0,45.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+7,pandas,pandas-dev/pandas,"Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R..",,data-containers,https://github.com/pandas-dev/pandas,https://github.com/pandas-dev/pandas,BSD-3-Clause,2010-08-24 01:37:33.000,2024-04-25 13:43:32.000,2024-04-24 23:26:28,34817.0,615.0,17326,1114.0,32059.0,3775.0,22687.0,41955,2024-04-10 19:47:02.000,2.2.2,126.0,3622.0,54,True,1723284.0,1643628.0,pandas,conda-forge/pandas,['pandas'],259556.0,205840995.0,https://pypi.org/project/pandas,2024-04-10 19:44:10.000,79656.0,204643079.0,https://anaconda.org/conda-forge/pandas,2024-04-11 00:45:25.805,50216078.0,1.0,,,,,,,,,,,,,,,,,,
+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 15:52:15.000,2024-04-25 11:20:23.000,2024-04-25 07:49:02,17586.0,682.0,15259,2059.0,10373.0,535.0,5643.0,63641,2024-03-27 20:37:37.000,5.26.1,160.0,1226.0,53,True,648900.0,628271.0,protobuf,conda-forge/protobuf,,42854531.0,193529786.0,https://pypi.org/project/protobuf,2024-04-18 18:43:20.000,16926.0,184900419.0,https://anaconda.org/conda-forge/protobuf,2024-03-06 00:56:40.108,17453928.0,1.0,google-protobuf,https://www.npmjs.com/package/google-protobuf,2022-10-10 20:14:06.161,3703.0,7212775.0,,,,,,,,,,,,,
+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 23:02:39.000,2024-04-25 11:15:34.000,2024-04-24 20:29:55,35714.0,778.0,9291,594.0,13935.0,2114.0,10434.0,26355,2024-02-06 00:32:23.000,1.26.4,158.0,1762.0,51,False,2408084.0,2260935.0,numpy,conda-forge/numpy,,972954.0,263390026.0,https://pypi.org/project/numpy,2024-03-30 16:16:42.000,147149.0,261776872.0,https://anaconda.org/conda-forge/numpy,2024-04-21 05:34:00.610,73638622.0,1.0,,,,,,,,,,,,,,,,,,
+10,cpython,python/cpython,The Python programming language.,,python-implementations,https://github.com/python/cpython,https://github.com/python/cpython,MIT,2016-03-22 19:11:29.679,2024-04-25 13:41:05.000,2024-04-25 11:51:31,121810.0,1322.0,28871,1517.0,50285.0,8442.0,60344.0,59576,2020-07-22 03:00:52.000,0.0.6,11.0,2892.0,50,True,612311.0,612302.0,cpython,conda-forge/typing,,,31111.0,https://pypi.org/project/cpython,2020-07-22 03:00:52.000,5.0,30.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,3014867.0,1.0,@buckpkg/python,https://www.npmjs.com/package/@buckpkg/python,2017-08-03 05:51:22.671,4.0,,7.0,,,,,,,,,,,,
+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 18:04:58.000,2024-04-25 13:44:22.000,2024-04-25 13:44:22,24217.0,1303.0,13533,753.0,26162.0,927.0,8166.0,34987,2024-04-08 12:11:00.000,2.9.0,190.0,3262.0,49,True,10795.0,10435.0,apache-airflow,conda-forge/airflow,,615264.0,34127058.0,https://pypi.org/project/apache-airflow,2024-04-08 08:52:40.000,360.0,24395520.0,https://anaconda.org/conda-forge/airflow,2024-04-14 23:26:36.669,1021271.0,1.0,,,,,,,apache/airflow,stable/airflow,https://hub.docker.com/r/apache/airflow,2024-04-08 10:34:01.995914,513.0,1047916250.0,,,,,,
+12,ansible,ansible/ansible,Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and..,,infrastructure,https://github.com/ansible/ansible,https://github.com/ansible/ansible,GPL-3.0,2012-03-06 14:58:02.000,2024-04-25 07:38:44.000,2024-04-24 15:07:29,54364.0,134.0,23689,1918.0,50651.0,856.0,31659.0,61131,2024-04-24 06:14:39.000,9.5.1,351.0,6832.0,48,True,37566.0,33463.0,ansible,conda-forge/ansible,,,5460452.0,https://pypi.org/project/ansible,2024-04-24 06:14:39.000,4103.0,5438807.0,https://anaconda.org/conda-forge/ansible,2024-04-24 09:17:02.861,1017337.0,1.0,,,,,,,,,,,,,,,,,,
+13,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 21:38:03.000,2024-04-24 19:12:42.000,2024-04-24 18:06:36,5915.0,195.0,1818,241.0,734.0,205.0,3018.0,8696,2024-04-24 19:12:42.000,1.34.91,1540.0,155.0,48,True,444310.0,425510.0,boto3,conda-forge/boto3,,,1296886902.0,https://pypi.org/project/boto3,2024-04-24 19:12:42.000,18800.0,1296489840.0,https://anaconda.org/conda-forge/boto3,2024-04-24 02:15:05.598,18661958.0,1.0,,,,,,,,,,,,,,,,,,
+14,cryptography,pyca/cryptography,cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.,,cryptography,https://github.com/pyca/cryptography,https://github.com/pyca/cryptography,Apache-2.0,2013-08-07 02:23:38.000,2024-04-25 11:18:45.000,2024-04-25 11:18:37,11937.0,493.0,1443,131.0,8425.0,43.0,2399.0,6290,2024-02-24 01:16:46.000,42.0.5,128.0,312.0,47,True,677666.0,655271.0,cryptography,conda-forge/cryptography,,,250010348.0,https://pypi.org/project/cryptography,2024-02-24 01:16:46.000,22395.0,248966884.0,https://anaconda.org/conda-forge/cryptography,2024-02-25 09:29:00.614,46955908.0,1.0,,,,,,,,,,,,,,,,,,
+15,Celery,celery/celery,Asynchronous task queue/job queue based on distributed message passing.,,data-pipelines,https://github.com/celery/celery,https://github.com/celery/celery,BSD-3-Clause,2009-04-24 11:31:24.000,2024-04-25 11:41:04.000,2024-04-24 17:26:02,12517.0,60.0,4574,472.0,3319.0,697.0,4382.0,23490,2024-04-17 20:32:41.000,5.4.0,206.0,1344.0,46,True,146462.0,131300.0,celery,conda-forge/celery,,,9861610.0,https://pypi.org/project/celery,2024-04-17 20:29:39.000,15162.0,9826668.0,https://anaconda.org/conda-forge/celery,2023-12-30 03:15:22.483,1607344.0,1.0,,,,,,,,,,,,,,,,,,
+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 09:52:19.000,2024-04-24 19:11:15.000,2024-04-24 19:07:03,2431.0,12.0,1367,183.0,1098.0,127.0,1447.0,15026,2023-08-17 17:29:32.000,8.1.7,53.0,366.0,46,True,1726997.0,1649549.0,click,conda-forge/click,,321.0,190993542.0,https://pypi.org/project/click,2023-08-17 17:29:10.000,77448.0,190011261.0,https://anaconda.org/conda-forge/click,2023-08-17 22:44:46.345,34379647.0,1.0,,,,,,,,,,,,,,,,,,
+17,pydantic,samuelcolvin/pydantic,Data validation using Python type hints.,,data-validation,https://github.com/pydantic/pydantic,https://github.com/pydantic/pydantic,MIT,2017-05-03 21:23:58.000,2024-04-24 21:32:54.000,2024-04-23 12:59:19,2874.0,145.0,1639,114.0,3514.0,360.0,3591.0,18625,2024-04-23 13:38:16.000,2.7.1,139.0,506.0,45,True,401002.0,388719.0,pydantic,conda-forge/pydantic,,,175659284.0,https://pypi.org/project/pydantic,2024-04-23 13:38:16.000,12283.0,175493444.0,https://anaconda.org/conda-forge/pydantic,2024-04-23 20:56:51.805,7462838.0,1.0,,,,,,,,,,,,,pydantic/pydantic,,,,,
+18,SQLAlchemy,sqlalchemy/sqlalchemy,The Database Toolkit for Python.,,db-clients,https://github.com/sqlalchemy/sqlalchemy,https://github.com/sqlalchemy/sqlalchemy,MIT,2018-11-27 03:35:03.000,2024-04-24 20:49:14.000,2024-04-24 20:48:02,16927.0,132.0,1318,96.0,779.0,231.0,7520.0,8769,2024-03-23 21:53:32.000,rel_2_0_29,302.0,706.0,45,True,811401.0,762843.0,SQLAlchemy,conda-forge/sqlalchemy,,47982.0,111174338.0,https://pypi.org/project/SQLAlchemy,2024-03-23 21:53:23.000,48558.0,110803241.0,https://anaconda.org/conda-forge/sqlalchemy,2024-03-24 15:04:08.628,14802194.0,1.0,,,,,,,,,,,,,,,,,,
+19,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 16:07:36.000,2024-04-24 20:47:54.000,2024-04-24 18:06:39,12050.0,220.0,3942,571.0,3756.0,591.0,4042.0,14880,2024-04-24 19:12:25.000,1.32.91,1945.0,441.0,44,True,3087.0,4.0,awscli,conda-forge/awscli,,1677.0,154055426.0,https://pypi.org/project/awscli,2024-04-24 19:12:25.000,3083.0,154055401.0,https://anaconda.org/conda-forge/awscli,,,1.0,,,,,,,,,,,,,,,,,,
+20,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 08:00:06.000,2024-04-25 06:06:53.000,2024-04-24 22:33:45,42153.0,590.0,4113,262.0,24431.0,4385.0,2379.0,7510,2024-04-08 13:09:27.000,2.55.1,114.0,1627.0,44,True,7041.0,6853.0,apache-beam,conda-forge/apache-beam-with-aws,,,6711547.0,https://pypi.org/project/apache-beam,2024-04-24 17:13:54.000,188.0,6709439.0,https://anaconda.org/conda-forge/apache-beam-with-aws,2024-04-14 12:55:01.759,65374.0,1.0,,,,,,,,,,,,,,,,,,
+21,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 13:25:36.000,2024-04-25 12:11:45.134,2024-04-24 19:18:27,10904.0,244.0,1055,68.0,2078.0,143.0,953.0,1416,2024-04-24 19:12:59.000,1.34.91,1938.0,204.0,44,True,328960.0,320218.0,botocore,conda-forge/botocore,,,598785762.0,https://pypi.org/project/botocore,2024-04-24 19:12:59.000,8742.0,598157607.0,https://anaconda.org/conda-forge/botocore,2024-04-25 12:11:45.134,25754385.0,1.0,,,,,,,,,,,,,,,,,,
+22,flatbuffers,google/flatbuffers,FlatBuffers: Memory Efficient Serialization Library.,,serialization,https://github.com/google/flatbuffers,https://github.com/google/flatbuffers,Apache-2.0,2014-05-19 18:33:01.000,2024-04-23 20:14:27.000,2024-04-18 05:06:06,3076.0,15.0,3152,642.0,2488.0,154.0,2251.0,22041,2024-03-26 05:33:40.089,24.3.25,38.0,673.0,43,True,103675.0,103011.0,flatbuffers,conda-forge/flatbuffers,,416847.0,20227768.0,https://pypi.org/project/flatbuffers,2024-03-26 05:33:35.000,378.0,18697177.0,https://anaconda.org/conda-forge/flatbuffers,2024-03-26 15:43:35.702,1018719.0,1.0,flatbuffers,https://www.npmjs.com/package/flatbuffers,2024-03-26 05:33:40.089,286.0,1502213.0,,,,,,,,,,,,,
+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 21:02:47.000,2024-04-25 13:08:36.000,2024-04-25 12:16:04,11626.0,379.0,1033,191.0,7968.0,2128.0,5034.0,19748,2024-04-19 19:10:26.000,3.113.3,4147.0,265.0,43,True,8804.0,7685.0,pulumi,,,2948708.0,3611711.0,https://pypi.org/project/pulumi,2024-04-25 09:14:38.000,185.0,988181.0,,,,2.0,@pulumi/pulumi,https://www.npmjs.com/package/@pulumi/pulumi,2024-04-23 15:24:20.038,934.0,2450077.0,,,,,,,,,,,,,
+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 09:23:22.000,2024-04-25 13:05:52.000,2024-04-25 10:44:10,3782.0,93.0,2508,278.0,3976.0,669.0,2119.0,18404,2024-04-19 08:46:54.000,2.19.0,85.0,561.0,43,True,47134.0,46078.0,datasets,conda-forge/datasets,,,9219705.0,https://pypi.org/project/datasets,2024-04-19 08:43:05.000,1056.0,9201701.0,https://anaconda.org/conda-forge/datasets,2024-04-19 14:40:32.600,720179.0,1.0,,,,,,,,,,,,,,,,,,
+25,Faker,joke2k/faker,Faker is a Python package that generates fake data for you.,,data-loading,https://github.com/joke2k/faker,https://github.com/joke2k/faker,MIT,2012-11-12 23:00:09.000,2024-04-20 11:29:04.000,2024-04-19 12:59:55,3636.0,101.0,1869,221.0,1321.0,20.0,691.0,17098,2024-04-17 16:22:44.000,24.11.0,353.0,574.0,43,True,214034.0,210704.0,Faker,conda-forge/faker,,,14605631.0,https://pypi.org/project/Faker,2024-04-17 16:22:36.000,3330.0,14585755.0,https://anaconda.org/conda-forge/faker,2024-04-17 19:18:10.214,914314.0,1.0,,,,,,,,,,,,,,,,,,
+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 21:59:26.000,2024-04-25 13:48:43.000,2024-04-25 13:48:42,16412.0,744.0,1459,160.0,7602.0,635.0,4087.0,14621,2024-04-18 20:58:44.000,2.18.0,274.0,460.0,43,True,4918.0,4753.0,prefect,conda-forge/prefect,,,1090194.0,https://pypi.org/project/prefect,2024-04-18 20:58:44.000,165.0,1076785.0,https://anaconda.org/conda-forge/prefect,2024-04-19 01:52:07.991,630235.0,1.0,,,,,,,,,,,,,,,,,,
+27,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 10:22:26.000,2024-04-25 13:16:33.000,2024-03-27 11:13:32,2322.0,21.0,2452,323.0,1562.0,219.0,1472.0,12246,2024-04-23 17:12:04.000,5.0.4,126.0,438.0,43,True,28058.0,,redis,conda-forge/redis-py,,,36950495.0,https://pypi.org/project/redis,2024-04-23 17:12:04.000,28058.0,36924449.0,https://anaconda.org/conda-forge/redis-py,2024-04-23 19:04:20.045,1198156.0,1.0,,,,,,,,,,,,,,,,,,
+28,attrs,python-attrs/attrs,Python Classes Without Boilerplate.,,utilities,https://github.com/python-attrs/attrs,https://github.com/python-attrs/attrs,MIT,2015-01-27 15:01:01.000,2024-04-24 14:42:10.000,2024-04-24 14:39:04,1469.0,49.0,391,65.0,576.0,130.0,574.0,5074,2023-12-31 06:30:30.000,23.2.0,28.0,161.0,43,True,1022625.0,1003826.0,attrs,conda-forge/attrs,,,198648855.0,https://pypi.org/project/attrs,2023-12-31 06:30:30.000,18799.0,197841096.0,https://anaconda.org/conda-forge/attrs,2023-12-31 08:30:42.413,35541397.0,1.0,,,,,,,,,,,,,,,,,,
+29,azure-storage-blob,Azure/azure-sdk-for-python,This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting..,,db-clients,https://github.com/Azure/azure-sdk-for-python,https://github.com/Azure/azure-sdk-for-python,MIT,2012-04-24 16:46:12.000,2024-04-25 11:37:42.000,2024-04-24 22:29:00,17136.0,679.0,2672,402.0,25761.0,1022.0,8613.0,4270,2024-04-25 06:25:58.000,azure-mgmt-compute_31.0.0,100.0,707.0,43,True,3236.0,2454.0,azure-storage-blob,conda-forge/azure-storage-blob,,,47898204.0,https://pypi.org/project/azure-storage-blob,2024-04-16 20:00:55.000,782.0,47874279.0,https://anaconda.org/conda-forge/azure-storage-blob,2024-03-06 03:28:11.584,1100584.0,1.0,,,,,,,,,,,,,,,,,,
+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 15:28:09.000,2024-04-22 15:26:16.000,2024-04-16 15:08:25,3879.0,9.0,1664,540.0,1092.0,267.0,1073.0,47087,2024-02-28 14:52:38.000,13.7.1,191.0,237.0,42,True,202046.0,195002.0,rich,conda-forge/rich,,,53990731.0,https://pypi.org/project/rich,2024-02-28 14:51:14.000,7044.0,53843787.0,https://anaconda.org/conda-forge/rich,2024-02-28 20:06:23.063,6612519.0,1.0,,,,,,,,,,,,,,,,,,
+31,Dagster,dagster-io/dagster,"An orchestration platform for the development, production, and observation of data assets.",,data-pipelines,https://github.com/dagster-io/dagster,https://github.com/dagster-io/dagster,Apache-2.0,2018-04-30 16:30:04.000,2024-04-25 13:45:18.000,2024-04-24 21:10:30,18124.0,1127.0,1258,113.0,12879.0,2476.0,4831.0,10208,2024-04-18 18:53:12.000,1.7.2,611.0,426.0,42,True,2392.0,2250.0,dagster,conda-forge/dagster,,,855623.0,https://pypi.org/project/dagster,2024-04-19 18:02:26.000,142.0,832144.0,https://anaconda.org/conda-forge/dagster,2024-04-18 22:55:54.041,1103523.0,1.0,,,,,,,,,,,,,,,,,,
+32,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 03:41:08.000,2024-04-19 20:10:12.000,2024-02-11 03:17:05,3994.0,12.0,1978,317.0,784.0,1041.0,791.0,8818,2023-12-18 19:35:30.000,3.4.0,145.0,187.0,42,True,107264.0,94123.0,paramiko,conda-forge/paramiko,,,55088246.0,https://pypi.org/project/paramiko,2023-12-18 19:35:30.000,13141.0,54989800.0,https://anaconda.org/conda-forge/paramiko,2023-12-19 20:01:44.239,4430087.0,2.0,,,,,,,,,,,,,,,,,,
+33,docker,docker/docker-py,A Python library for the Docker Engine API.,,infrastructure,https://github.com/docker/docker-py,https://github.com/docker/docker-py,Apache-2.0,2013-05-23 16:15:07.000,2024-04-10 09:44:56.000,2024-04-09 20:13:21,3392.0,9.0,1701,193.0,1610.0,437.0,1236.0,6638,2023-12-08 20:47:46.000,7.0.0,88.0,452.0,42,True,83453.0,79295.0,docker,conda-forge/docker-py,,935.0,39288672.0,https://pypi.org/project/docker,2023-12-08 20:42:23.000,4158.0,39197641.0,https://anaconda.org/conda-forge/docker-py,2023-12-09 00:27:54.457,4187081.0,2.0,,,,,,,,,,,,,,,,,,
+34,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 15:51:47.000,2024-04-24 21:08:44.000,2024-04-24 21:08:44,37759.0,318.0,1491,301.0,8499.0,80.0,3674.0,4645,2024-04-24 19:13:02.000,google-maps-solar-v0.1.0,100.0,517.0,42,True,2119.0,,google-cloud-storage,conda-forge/google-cloud-storage,,,68103401.0,https://pypi.org/project/google-cloud-storage,2024-03-18 23:55:33.000,2119.0,68006867.0,https://anaconda.org/conda-forge/google-cloud-storage,2024-03-19 07:33:07.001,4344041.0,1.0,,,,,,,,,,,,,,,,,,
+35,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 15:46:03.000,2024-04-24 17:09:16.000,2024-04-13 07:52:58,6719.0,35.0,607,36.0,872.0,422.0,1398.0,1702,2023-11-21 20:44:20.000,2.17.2,64.0,837.0,42,True,748421.0,710738.0,pygments,conda-forge/pygments,,,100159168.0,https://pypi.org/project/pygments,2023-11-21 20:43:49.000,37683.0,99479905.0,https://anaconda.org/conda-forge/pygments,2023-11-21 23:08:47.737,29208343.0,1.0,,,,,,,,,,,,,,,,,,
+36,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 11:40:58.000,2024-04-25 09:24:30.000,2024-04-24 18:59:42,4740.0,128.0,5038,718.0,4125.0,238.0,7259.0,32364,2024-04-24 20:35:10.000,2.27.0,144.0,534.0,41,True,1739.0,491.0,docker-compose,conda-forge/docker-compose,,91450619.0,3797178.0,https://pypi.org/project/docker-compose,2021-05-10 11:22:10.000,1248.0,1922178.0,https://anaconda.org/conda-forge/docker-compose,2024-04-24 23:22:20.247,398415.0,2.0,,,,,,,,,,,,,,,,,,
+37,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 19:45:33.000,2024-04-25 13:34:53.000,2024-04-25 13:32:42,9478.0,809.0,1579,149.0,8594.0,1582.0,5720.0,26178,2024-04-21 13:50:01.000,py-0.20.22,355.0,396.0,41,True,559.0,4.0,polars,,,585.0,6835397.0,https://pypi.org/project/polars,2024-04-16 11:22:36.000,555.0,6835352.0,,,,1.0,,,,,,,,,,,,,,,,,,
+38,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 18:31:22.000,2024-04-25 12:29:06.000,2024-04-25 09:10:34,3079.0,34.0,1946,229.0,1169.0,228.0,646.0,21576,2024-02-21 18:02:39.000,2.6.0,42.0,325.0,41,True,28665.0,27011.0,cookiecutter,conda-forge/cookiecutter,,,3724268.0,https://pypi.org/project/cookiecutter,2024-02-21 18:02:39.000,1654.0,3695941.0,https://anaconda.org/conda-forge/cookiecutter,2024-02-22 13:39:27.647,991446.0,1.0,,,,,,,,,,,,,,,,,,
+39,peewee,coleifer/peewee,"a small, expressive orm -- supports postgresql, mysql, sqlite and cockroachdb.",,db-clients,https://github.com/coleifer/peewee,https://github.com/coleifer/peewee,MIT,2010-10-11 20:14:11.000,2024-04-23 15:12:20.000,2024-04-23 15:12:03,4600.0,29.0,1363,197.0,477.0,,2398.0,10798,2024-04-17 15:30:49.000,3.17.3,187.0,154.0,41,True,32741.0,28972.0,peewee,conda-forge/peewee,,,2403913.0,https://pypi.org/project/peewee,2024-04-17 15:29:44.000,3769.0,2389647.0,https://anaconda.org/conda-forge/peewee,2024-04-18 01:50:58.475,627738.0,1.0,,,,,,,,,,,,,,,,,,
+40,elasticsearch,elastic/elasticsearch-py,Official Python client for Elasticsearch.,,db-clients,https://github.com/elastic/elasticsearch-py,https://github.com/elastic/elasticsearch-py,Apache-2.0,2013-05-01 22:47:39.000,2024-04-25 11:23:01.000,2024-04-24 07:43:15,1633.0,41.0,1166,410.0,1444.0,58.0,1027.0,4137,2024-03-27 12:07:08.000,8.13.0,140.0,202.0,41,True,54073.0,47879.0,elasticsearch,conda-forge/elasticsearch,,3816.0,24984752.0,https://pypi.org/project/elasticsearch,2024-03-27 12:07:08.000,6194.0,24963471.0,https://anaconda.org/conda-forge/elasticsearch,2024-04-04 10:25:20.970,996018.0,1.0,,,,,,,,,,,,,,,,,,
+41,h5py,h5py/h5py,HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.,,data-containers,https://github.com/h5py/h5py,https://github.com/h5py/h5py,BSD-3-Clause,2012-09-21 00:40:02.000,2024-04-24 12:37:29.000,2024-04-15 14:57:13,4405.0,46.0,514,57.0,927.0,274.0,1234.0,1999,2024-04-10 10:48:28.000,3.11.0,39.0,203.0,41,True,282332.0,266884.0,h5py,conda-forge/h5py,,3271.0,21658540.0,https://pypi.org/project/h5py,2024-04-10 10:48:28.000,15448.0,21324514.0,https://anaconda.org/conda-forge/h5py,2024-04-10 16:41:16.562,15363466.0,1.0,,,,,,,,,,,,,,,,,,
+42,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 20:27:32.000,2024-04-23 07:35:47.000,2024-04-22 17:07:56,12915.0,38.0,3093,599.0,3646.0,730.0,4317.0,16937,2024-01-05 13:53:17.000,2.3.0,49.0,619.0,40,True,13226.0,12593.0,kivy,conda-forge/kivy,,36326.0,171931.0,https://pypi.org/project/kivy,2024-01-05 10:31:31.000,633.0,164295.0,https://anaconda.org/conda-forge/kivy,2024-04-08 17:34:41.491,343988.0,1.0,,,,,,,,,,,,,,,,,,
+43,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 10:53:48.000,2024-04-20 20:22:56.000,2024-04-20 06:47:39,1846.0,34.0,1385,207.0,895.0,197.0,948.0,9519,2024-03-09 02:35:10.000,1.16.1,78.0,309.0,40,True,18099.0,16305.0,rq,conda-forge/rq,,,1504403.0,https://pypi.org/project/rq,2024-03-09 02:33:25.000,1794.0,1501887.0,https://anaconda.org/conda-forge/rq,2024-03-26 01:23:59.916,103169.0,2.0,,,,,,,,,,,,,,,,,,
+44,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 00:18:46.000,2024-04-25 13:24:02.000,2024-04-25 12:10:35,12271.0,346.0,1466,82.0,7838.0,198.0,1674.0,9460,2024-03-20 20:55:15.000,0.18.12,266.0,427.0,40,True,64.0,,great_expectations,conda-forge/great-expectations,,,18937353.0,https://pypi.org/project/great_expectations,2024-04-15 20:56:23.000,64.0,18920912.0,https://anaconda.org/conda-forge/great-expectations,2024-03-20 21:56:05.090,772769.0,2.0,,,,,,,,,,,,,,,,,,
+45,marshmallow,marshmallow-code/marshmallow,A lightweight library for converting complex objects to and from simple Python datatypes.,,serialization,https://github.com/marshmallow-code/marshmallow,https://github.com/marshmallow-code/marshmallow,MIT,2013-11-10 21:32:24.000,2024-04-22 20:40:22.000,2024-04-22 20:40:21,3315.0,33.0,641,80.0,1059.0,170.0,1050.0,6893,2024-03-04 20:21:15.000,3.21.1,174.0,208.0,40,True,143308.0,132841.0,marshmallow,conda-forge/marshmallow,,,45594458.0,https://pypi.org/project/marshmallow,2024-03-04 20:21:15.000,10467.0,45542726.0,https://anaconda.org/conda-forge/marshmallow,2024-03-04 23:34:28.542,2379688.0,2.0,,,,,,,,,,,,,,,,,,
+46,jsonschema,Julian/jsonschema,An implementation of the JSON Schema specification for Python.,,data-validation,https://github.com/python-jsonschema/jsonschema,https://github.com/python-jsonschema/jsonschema,MIT,2011-12-30 03:37:43.000,2024-04-24 14:38:00.000,2024-04-24 14:35:54,2664.0,37.0,576,60.0,362.0,31.0,790.0,4432,2024-01-19 21:11:16.000,4.21.1,102.0,111.0,40,True,569093.0,549743.0,jsonschema,conda-forge/jsonschema,,222.0,116234484.0,https://pypi.org/project/jsonschema,2024-01-19 21:11:12.000,19350.0,115584842.0,https://anaconda.org/conda-forge/jsonschema,2024-01-19 23:45:31.579,27284673.0,1.0,,,,,,,,,,,,,python-jsonschema/jsonschema,,,,,
+47,joblib,joblib/joblib,Computing with Python functions.,,data-pipelines,https://github.com/joblib/joblib,https://github.com/joblib/joblib,BSD-3-Clause,2010-05-07 06:48:26.000,2024-04-25 12:22:41.000,2024-04-19 07:57:15,1513.0,14.0,400,61.0,733.0,410.0,487.0,3658,2024-04-08 15:19:44.000,1.4.0,111.0,133.0,40,True,430921.0,424013.0,joblib,conda-forge/joblib,,,52406996.0,https://pypi.org/project/joblib,2024-04-08 15:08:14.000,6908.0,51840063.0,https://anaconda.org/conda-forge/joblib,2024-04-08 17:29:28.203,25512001.0,2.0,,,,,,,,,,,,,,,,,,
+48,xarray,pydata/xarray,N-D labeled arrays and datasets in Python.,,data-containers,https://github.com/pydata/xarray,https://github.com/pydata/xarray,Apache-2.0,2013-09-30 17:21:10.000,2024-04-25 03:33:19.000,2024-04-23 15:35:20,5363.0,108.0,1011,108.0,4016.0,1135.0,3140.0,3406,2024-03-29 17:08:57.000,2024.3.0,91.0,494.0,40,True,28401.0,26069.0,xarray,conda-forge/xarray,,,5429463.0,https://pypi.org/project/xarray,2024-03-29 17:08:57.000,2332.0,5211602.0,https://anaconda.org/conda-forge/xarray,2024-03-29 19:58:29.257,9803752.0,2.0,,,,,,,,,,,,,,,,,,
+49,pyparsing,pyparsing/pyparsing,Python library for creating PEG parsers.,,others,https://github.com/pyparsing/pyparsing,https://github.com/pyparsing/pyparsing,MIT,2017-05-14 18:07:01.000,2024-03-30 22:50:58.000,2024-03-30 22:50:51,1213.0,38.0,271,26.0,186.0,43.0,297.0,2090,2024-03-06 07:29:28.000,3.1.2,72.0,66.0,40,True,1005549.0,973001.0,pyparsing,conda-forge/pyparsing,,10232.0,115990617.0,https://pypi.org/project/pyparsing,2024-03-06 07:25:50.000,32548.0,114552758.0,https://anaconda.org/conda-forge/pyparsing,2024-03-06 10:33:11.131,43131229.0,1.0,,,,,,,,,,,,,,,,,,
+50,future,PythonCharmers/python-future,"Easy, clean, reliable Python 2/3 compatibility.",,compatibility,https://github.com/PythonCharmers/python-future,https://github.com/PythonCharmers/python-future,MIT,2013-07-14 13:57:47.000,2024-04-13 08:53:37.000,2024-02-21 11:36:09,1947.0,45.0,331,37.0,247.0,178.0,212.0,1169,2024-02-21 11:52:35.000,1.0.0,52.0,130.0,40,True,339243.0,321818.0,future,conda-forge/future,,,41535995.0,https://pypi.org/project/future,2024-02-21 11:52:35.000,17425.0,41223854.0,https://anaconda.org/conda-forge/future,2024-02-22 13:58:22.729,13109946.0,1.0,,,,,,,,,,,,,,,,,,
+51,filesystem_spec,fsspec/filesystem_spec,A specification that python filesystems should adhere to.,,file-path-utils,https://github.com/fsspec/filesystem_spec,https://github.com/fsspec/filesystem_spec,BSD-3-Clause,2018-04-23 16:45:08.000,2024-04-23 15:34:52.000,2024-04-23 14:49:44,2321.0,38.0,324,22.0,912.0,242.0,428.0,896,2024-03-18 19:35:11.000,2024.3.1,79.0,233.0,40,True,113377.0,112371.0,fsspec,conda-forge/fsspec,,,246621174.0,https://pypi.org/project/fsspec,2024-03-18 19:35:11.000,1006.0,246271712.0,https://anaconda.org/conda-forge/fsspec,2024-03-19 00:33:44.664,16424759.0,1.0,,,,,,,,,,,,,,,,,,
+52,python-fire,google/python-fire,Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.,,cli-helpers,https://github.com/google/python-fire,https://github.com/google/python-fire,Apache-2.0,2017-02-21 21:35:07.000,2024-04-24 12:55:10.000,2024-04-05 20:21:26,304.0,12.0,1411,372.0,184.0,148.0,189.0,26313,2024-03-11 19:52:24.000,0.6.0,11.0,65.0,39,True,34511.0,32461.0,fire,conda-forge/fire,,,6504975.0,https://pypi.org/project/fire,2024-03-11 19:52:00.000,2050.0,6481946.0,https://anaconda.org/conda-forge/fire,2024-03-12 05:35:30.091,898148.0,2.0,,,,,,,,,,,,,,,,,,
+53,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 12:24:11.000,2024-04-25 13:18:26.000,2024-04-10 10:20:09,580.0,101.0,615,74.0,346.0,198.0,177.0,14350,2024-04-09 17:13:25.000,0.12.3,42.0,54.0,39,True,88619.0,85256.0,typer,conda-forge/typer,,,23157765.0,https://pypi.org/project/typer,2024-04-09 17:13:25.000,3363.0,23109114.0,https://anaconda.org/conda-forge/typer,2024-04-09 22:54:01.276,2237963.0,2.0,,,,,,,,,,,,,,,,,,
+54,arrow,arrow-py/arrow,Better dates & times for Python.,,date-time-utils,https://github.com/arrow-py/arrow,https://github.com/arrow-py/arrow,Apache-2.0,2012-11-18 20:23:27.000,2024-04-17 09:01:40.000,2023-09-30 22:03:06,1402.0,,667,134.0,675.0,97.0,399.0,8555,2023-09-30 22:11:17.000,1.3.0,64.0,270.0,39,True,106948.0,102050.0,arrow,conda-forge/arrow,,,28812306.0,https://pypi.org/project/arrow,2023-09-30 22:11:16.000,4898.0,28717704.0,https://anaconda.org/conda-forge/arrow,2023-10-01 03:00:03.614,4351698.0,1.0,,,,,,,,,,,,,,,,,,
+55,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 07:02:41,1103.0,4.0,1473,229.0,494.0,14.0,639.0,7553,2023-06-26 05:34:54.000,1.1.0,42.0,124.0,39,True,216170.0,215485.0,PyMySQL,conda-forge/pymysql,,,44427216.0,https://pypi.org/project/PyMySQL,2023-06-26 05:34:24.409,685.0,44397176.0,https://anaconda.org/conda-forge/pymysql,2023-06-26 13:59:27.383,1351815.0,2.0,,,,,,,,,,,,,,,,,,
+56,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 20:08:03.000,2024-04-24 03:45:06.000,2024-04-23 22:25:23,1754.0,17.0,3319,139.0,901.0,132.0,1231.0,6422,2024-01-08 22:11:24.000,29.0.0,93.0,195.0,39,True,1533.0,,kubernetes,conda-forge/kubernetes,,,24581781.0,https://pypi.org/project/kubernetes,2024-01-08 22:05:55.000,1533.0,24571512.0,https://anaconda.org/conda-forge/kubernetes,2024-04-18 06:31:40.432,482654.0,2.0,,,,,,,,,,,,,,,,,,
+57,MongoEngine,MongoEngine/mongoengine,A Python Object-Document-Mapper for working with MongoDB.,,db-clients,https://github.com/MongoEngine/mongoengine,https://github.com/MongoEngine/mongoengine,MIT,2012-03-05 12:10:20.000,2024-04-24 15:32:09.000,2024-03-10 11:56:26,4154.0,16.0,1224,137.0,1122.0,373.0,1344.0,4158,2024-03-07 17:39:42.000,0.28.2,75.0,391.0,39,True,27342.0,23736.0,mongoengine,conda-forge/mongoengine,,,1192010.0,https://pypi.org/project/mongoengine,2024-03-07 17:39:42.000,3606.0,1186309.0,https://anaconda.org/conda-forge/mongoengine,2023-09-28 14:01:33.150,239457.0,2.0,,,,,,,,,,,,,,,,,,
+58,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 15:18:06.000,2024-04-25 00:37:49.000,2024-04-25 00:37:49,5622.0,112.0,1083,239.0,1615.0,3.0,,4047,2024-04-24 20:53:46.000,4.7.0,139.0,211.0,39,True,20473.0,,pymongo,conda-forge/pymongo,,,27102977.0,https://pypi.org/project/pymongo,2024-04-24 18:17:29.000,20473.0,27066113.0,https://anaconda.org/conda-forge/pymongo,2024-03-28 12:16:51.447,1658918.0,2.0,,,,,,,,,,,,,,,,,,
+59,more-itertools,more-itertools/more-itertools,"More routines for operating on iterables, beyond itertools.",,utilities,https://github.com/more-itertools/more-itertools,https://github.com/more-itertools/more-itertools,MIT,2012-04-26 05:15:14.000,2024-04-13 17:50:17.000,2024-04-13 17:50:17,1659.0,33.0,269,41.0,533.0,17.0,283.0,3426,2024-01-08 15:47:19.000,10.2.0,45.0,115.0,39,True,228651.0,219401.0,more-itertools,conda-forge/more-itertools,,2953.0,76769268.0,https://pypi.org/project/more-itertools,2024-01-08 15:47:19.000,9250.0,76455640.0,https://anaconda.org/conda-forge/more-itertools,2024-01-08 18:30:36.896,14425404.0,1.0,,,,,,,,,,,,,,,,,,
+60,pexpect,pexpect/pexpect,A Python module for controlling interactive programs in a pseudo-terminal.,,process-utils,https://github.com/pexpect/pexpect,https://github.com/pexpect/pexpect,ISC,2013-09-17 17:36:44.000,2024-02-02 14:42:27.000,2023-11-25 05:24:37,1628.0,,471,90.0,309.0,183.0,329.0,2529,2023-11-25 06:56:14.000,4.9.0,20.0,107.0,39,True,389889.0,373544.0,pexpect,conda-forge/pexpect,,4373.0,71831455.0,https://pypi.org/project/pexpect,2023-11-25 06:56:14.000,16345.0,71394793.0,https://anaconda.org/conda-forge/pexpect,2024-01-24 16:21:57.503,18338399.0,1.0,,,,,,,,,,,,,,,,,,
+61,keyring,jaraco/keyring,Store and access your passwords safely.,,cryptography,https://github.com/jaraco/keyring,https://github.com/jaraco/keyring,MIT,2015-02-24 14:10:21.000,2024-04-24 17:08:59.000,2024-04-24 17:08:58,2152.0,74.0,146,22.0,168.0,61.0,448.0,1196,2024-04-02 14:42:28.000,25.1.0,196.0,121.0,39,True,121010.0,116083.0,keyring,conda-forge/keyring,,,53009560.0,https://pypi.org/project/keyring,2024-04-02 14:42:16.000,4927.0,52908763.0,https://anaconda.org/conda-forge/keyring,2024-04-03 01:41:36.074,4535866.0,2.0,,,,,,2.0,,,,,,,,,,,,
+62,python-bigquery,googleapis/python-bigquery,Google BigQuery API client library.,,db-clients,https://github.com/googleapis/python-bigquery,https://github.com/googleapis/python-bigquery,Apache-2.0,2019-12-10 00:09:04.000,2024-04-19 20:18:34.100,2024-04-19 13:06:02,1826.0,58.0,281,54.0,1250.0,51.0,601.0,708,2024-04-18 17:26:56.000,3.21.0,163.0,155.0,39,True,29471.0,28271.0,google-cloud-bigquery,conda-forge/google-cloud-bigquery,,,39610345.0,https://pypi.org/project/google-cloud-bigquery,2024-04-18 17:26:56.000,1200.0,39547281.0,https://anaconda.org/conda-forge/google-cloud-bigquery,2024-04-19 20:18:34.100,2837910.0,2.0,,,,,,,,,,,,,,,,,,
+63,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 16:21:09.000,2024-04-17 11:08:35.000,2024-04-17 10:22:21,7864.0,317.0,1230,336.0,248.0,,469.0,13454,2023-11-27 12:13:53.000,1.9.0,21.0,116.0,38,True,1066.0,1060.0,tink,,,1098.0,387869.0,https://pypi.org/project/tink,2023-11-27 12:13:53.000,4.0,387676.0,,,,2.0,tink-crypto,https://www.npmjs.com/package/tink-crypto,2023-05-02 19:29:05.212,2.0,180.0,,,,,,,,tink-crypto/tink,,,,,
+64,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 10:29:56.000,2024-04-25 13:56:23.000,2024-04-23 13:54:42,3207.0,91.0,864,104.0,1764.0,281.0,1514.0,9356,2024-04-22 14:50:06.000,0.19.5,52.0,225.0,38,True,2386.0,2310.0,kedro,,,,484629.0,https://pypi.org/project/kedro,2024-04-22 14:50:06.000,76.0,484629.0,,,,2.0,,,,,,,,,,,,,,,,,,
+65,python-prompt-toolkit,prompt-toolkit/python-prompt-toolkit,Library for building powerful interactive command line applications in Python.,,cli-helpers,https://github.com/prompt-toolkit/python-prompt-toolkit,https://github.com/prompt-toolkit/python-prompt-toolkit,BSD-3-Clause,2014-01-25 22:12:08.000,2024-04-09 18:06:57.000,2024-02-12 08:46:53,2742.0,6.0,736,149.0,758.0,600.0,561.0,8954,2023-12-13 09:51:12.000,3.0.43,127.0,225.0,38,True,1740.0,,prompt_toolkit,conda-forge/prompt-toolkit,,,49481480.0,https://pypi.org/project/prompt_toolkit,2023-12-13 08:44:35.000,1740.0,48977396.0,https://anaconda.org/conda-forge/prompt-toolkit,2023-12-12 16:46:57.325,22179709.0,2.0,,,,,,,,,,,,,,,,,,
+66,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 02:38:00.000,2024-04-25 13:54:24.000,2024-04-25 13:29:52,6678.0,162.0,1499,140.0,4470.0,547.0,4607.0,8894,2024-04-18 17:57:59.000,1.7.13,253.0,314.0,38,True,4809.0,4779.0,dbt,conda-forge/dbt,,4145.0,47689.0,https://pypi.org/project/dbt,2024-04-24 18:55:54.000,30.0,44580.0,https://anaconda.org/conda-forge/dbt,2023-06-16 13:24:35.863,255075.0,2.0,,,,,,,,,,,,,,dbt,,,,
+67,python-dotenv,theskumar/python-dotenv,Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications..,,configuration,https://github.com/theskumar/python-dotenv,https://github.com/theskumar/python-dotenv,BSD-3-Clause,2014-09-06 05:35:17.000,2024-04-08 16:18:35.000,2024-04-08 16:17:29,364.0,3.0,437,34.0,238.0,43.0,233.0,7102,2024-01-23 06:32:58.000,1.0.1,45.0,95.0,38,True,771611.0,761060.0,python-dotenv,conda-forge/python-dotenv,,,59130971.0,https://pypi.org/project/python-dotenv,2024-01-23 06:32:58.000,10551.0,59061423.0,https://anaconda.org/conda-forge/python-dotenv,2024-01-23 13:59:22.151,3129690.0,1.0,,,,,,,,,,,,,,,,,,
+68,watchdog,gorakhargosh/watchdog,Python library and shell utilities to monitor filesystem events.,,file-path-utils,https://github.com/gorakhargosh/watchdog,https://github.com/gorakhargosh/watchdog,Apache-2.0,2010-10-23 12:00:17.000,2024-02-12 13:42:07.000,2024-02-12 11:04:51,1464.0,16.0,686,134.0,395.0,185.0,460.0,6266,2024-02-06 22:07:43.000,4.0.0,47.0,148.0,38,True,151314.0,143004.0,watchdog,conda-forge/watchdog,,,19826934.0,https://pypi.org/project/watchdog,2024-02-06 22:04:28.000,8310.0,19764893.0,https://anaconda.org/conda-forge/watchdog,2024-02-07 09:26:23.738,2853915.0,2.0,,,,,,,,,,,,,,,,,,
+69,XlsxWriter,jmcnamara/XlsxWriter,A Python module for creating Excel XLSX files.,,file-formats,https://github.com/jmcnamara/XlsxWriter,https://github.com/jmcnamara/XlsxWriter,BSD-2-Clause,2013-01-04 01:07:06.000,2024-04-15 07:29:26.000,2024-04-06 14:47:44,1377.0,14.0,625,116.0,130.0,10.0,922.0,3491,2024-02-18 23:11:21.000,3.2.0,167.0,52.0,38,True,79973.0,75863.0,xlsxwriter,conda-forge/xlsxwriter,,,18938723.0,https://pypi.org/project/xlsxwriter,2024-02-18 23:11:21.000,4110.0,18870870.0,https://anaconda.org/conda-forge/xlsxwriter,2023-11-05 19:10:43.834,3189136.0,1.0,,,,,,,,,,,,,,,,,,
+70,pycparser,eliben/pycparser,Complete C99 parser in pure Python.,,others,https://github.com/eliben/pycparser,https://github.com/eliben/pycparser,BSD-3-Clause,2013-06-09 22:01:56.000,2024-04-23 08:50:03.000,2024-04-15 12:45:13,557.0,5.0,596,95.0,180.0,30.0,323.0,3125,2024-03-30 13:22:59.000,release_v2.22,22.0,84.0,38,True,813730.0,796280.0,pycparser,conda-forge/pycparser,,,218781098.0,https://pypi.org/project/pycparser,2024-03-30 13:22:20.000,17450.0,217949406.0,https://anaconda.org/conda-forge/pycparser,2024-03-30 15:14:37.401,38257839.0,2.0,,,,,,,,,,,,,,,,,,
+71,alembic,sqlalchemy/alembic,A database migrations tool for SQLAlchemy.,,db-clients,https://github.com/sqlalchemy/alembic,https://github.com/sqlalchemy/alembic,MIT,2018-11-27 03:02:53.000,2024-04-24 20:13:28.000,2024-04-24 20:13:10,1807.0,16.0,221,20.0,152.0,108.0,949.0,2461,2023-12-20 17:06:21.000,rel_1_13_1,123.0,184.0,38,True,227460.0,215813.0,alembic,conda-forge/alembic,,,36144215.0,https://pypi.org/project/alembic,2023-12-20 17:06:16.000,11647.0,36041773.0,https://anaconda.org/conda-forge/alembic,2024-01-13 21:09:43.478,4405021.0,2.0,,,,,,,,,,,,,,,,,,
+72,PyYAML,yaml/pyyaml,Canonical source repository for PyYAML.,,file-formats,https://github.com/yaml/pyyaml,https://github.com/yaml/pyyaml,MIT,2011-11-03 05:09:49.000,2024-04-12 17:33:55.000,2023-11-14 16:25:37,322.0,,516,54.0,267.0,277.0,322.0,2426,2023-07-18 00:00:10.531,6.0.1,40.0,40.0,38,True,1237362.0,1157880.0,pyyaml,conda-forge/pyyaml,,,295574549.0,https://pypi.org/project/pyyaml,2023-07-18 00:00:10.531,79482.0,294559528.0,https://anaconda.org/conda-forge/pyyaml,2023-09-22 09:16:45.760,43645928.0,1.0,,,,,,,,,,,,,,,,,,
+73,greenlet,python-greenlet/greenlet,Lightweight in-process concurrent programming.,,async,https://github.com/python-greenlet/greenlet,https://github.com/python-greenlet/greenlet,MIT,2011-12-17 21:12:01.000,2024-04-02 12:12:53.000,2023-12-21 21:58:06,987.0,,237,53.0,161.0,26.0,218.0,1592,2023-12-21 22:01:50.000,3.0.3,51.0,68.0,38,True,379893.0,369300.0,greenlet,conda-forge/greenlet,,,94785918.0,https://pypi.org/project/greenlet,2023-12-21 22:01:50.000,10593.0,94580696.0,https://anaconda.org/conda-forge/greenlet,2023-12-21 23:45:31.152,9440222.0,1.0,,,,,,,,,,,,,,,,,,
+74,traitlets,ipython/traitlets,A lightweight Traits like module.,,configuration,https://github.com/ipython/traitlets,https://github.com/ipython/traitlets,BSD-3-Clause,2013-12-06 20:45:45.000,2024-04-19 14:02:08.415,2024-04-19 11:11:32,2009.0,7.0,197,27.0,610.0,99.0,200.0,603,2024-04-19 11:11:54.000,5.14.3,53.0,118.0,38,True,443893.0,429057.0,traitlets,conda-forge/traitlets,,338.0,45650635.0,https://pypi.org/project/traitlets,2024-04-19 11:11:46.000,14836.0,45029990.0,https://anaconda.org/conda-forge/traitlets,2024-04-19 14:02:08.415,26687164.0,1.0,,,,,,,,,,,,,,,,,,
+75,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,,574,226.0,257.0,92.0,259.0,10005,2023-10-22 22:02:54.000,0.19.0,80.0,60.0,37,True,126103.0,124095.0,uvloop,conda-forge/uvloop,,432.0,9733724.0,https://pypi.org/project/uvloop,2023-10-22 22:02:54.000,2008.0,9717009.0,https://anaconda.org/conda-forge/uvloop,2023-10-23 19:09:59.969,701901.0,2.0,,,,,,,,,,,,,,,,,,
+76,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 21:35:05.000,2024-04-25 13:30:24.000,2024-04-25 13:30:24,2896.0,145.0,642,116.0,3116.0,711.0,3414.0,9474,2024-04-15 18:05:28.000,0.29.0,96.0,130.0,37,True,1488.0,1453.0,modin,conda-forge/modin-core,['pandas'],196834.0,1110814.0,https://pypi.org/project/modin,2024-04-15 17:53:02.000,35.0,1098696.0,https://anaconda.org/conda-forge/modin-core,2024-04-16 18:26:24.238,305787.0,2.0,,,,,,,,,,,,,,,,,,
+77,orjson,ijl/orjson,"Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy.",,serialization,https://github.com/ijl/orjson,https://github.com/ijl/orjson,Apache-2.0,2018-11-21 23:43:14.000,2024-04-24 17:01:21.000,2024-04-15 21:47:30,646.0,23.0,191,34.0,94.0,5.0,378.0,5546,2024-04-15 21:54:28.000,3.10.1,124.0,22.0,37,True,86678.0,85231.0,orjson,conda-forge/orjson,,,21789503.0,https://pypi.org/project/orjson,2024-04-15 21:54:28.000,1447.0,21764966.0,https://anaconda.org/conda-forge/orjson,2024-04-18 13:31:18.287,1153274.0,2.0,,,,,,,,,,,,,,,,,,
+78,kafka-python,dpkp/kafka-python,Python client for Apache Kafka.,,db-clients,https://github.com/dpkp/kafka-python,https://github.com/dpkp/kafka-python,Apache-2.0,2012-09-24 13:00:26.000,2024-04-17 21:04:38.000,2024-03-08 23:30:02,2179.0,1.0,1359,147.0,978.0,297.0,1196.0,5484,2020-09-30 07:33:37.000,2.0.1,36.0,217.0,37,True,26529.0,25059.0,kafka-python,conda-forge/kafka-python,,1838.0,12820593.0,https://pypi.org/project/kafka-python,2020-09-30 07:24:01.000,1470.0,12815322.0,https://anaconda.org/conda-forge/kafka-python,2023-06-16 13:25:06.579,436252.0,2.0,,,,,,,,,,,,,,,,,,
+79,Tablib,jazzband/tablib,"Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c.",,data-loading,https://github.com/jazzband/tablib,https://github.com/jazzband/tablib,MIT,2011-03-28 02:36:50.000,2024-04-05 19:03:54.000,2024-04-05 19:03:54,1198.0,11.0,585,135.0,337.0,32.0,227.0,4529,2024-04-04 13:55:31.000,3.6.1,47.0,127.0,37,True,97591.0,96306.0,tablib,conda-forge/tablib,,,1988139.0,https://pypi.org/project/tablib,2024-04-04 13:55:31.000,1285.0,1985749.0,https://anaconda.org/conda-forge/tablib,2024-04-04 15:56:20.202,95604.0,1.0,,,,,,,,,,,,,,,,,,
+80,toolz,pytoolz/toolz,A functional standard library for Python.,,utilities,https://github.com/pytoolz/toolz,https://github.com/pytoolz/toolz,BSD-3-Clause,2013-09-13 02:18:43.000,2024-04-24 16:54:46.000,2024-01-24 03:22:09,1214.0,,253,82.0,354.0,119.0,142.0,4520,2024-01-24 03:28:25.000,0.12.1,28.0,77.0,37,True,151947.0,148337.0,toolz,conda-forge/toolz,,,33328536.0,https://pypi.org/project/toolz,2024-01-24 03:28:25.000,3610.0,32865281.0,https://anaconda.org/conda-forge/toolz,2024-01-24 16:12:46.142,19919975.0,2.0,,,,,,,,,,,,,,,,,,
+81,Ibis,ibis-project/ibis,the portable Python dataframe library.,,db-clients,https://github.com/ibis-project/ibis,https://github.com/ibis-project/ibis,Apache-2.0,2015-04-17 20:43:46.000,2024-04-25 13:18:49.000,2024-04-25 13:17:48,8031.0,739.0,518,83.0,6086.0,251.0,2590.0,4199,2024-02-05 19:31:28.000,8.0.0,88.0,287.0,37,True,1418.0,1357.0,ibis-framework,conda-forge/ibis-framework,,120.0,190464.0,https://pypi.org/project/ibis-framework,2024-04-21 00:02:27.000,61.0,183294.0,https://anaconda.org/conda-forge/ibis-framework,2024-02-06 16:41:49.618,329674.0,2.0,,,,,,,,,,,,,,,,,,
+82,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 01:39:02.000,2024-04-24 17:39:40.000,2024-04-22 18:22:48,2429.0,87.0,666,61.0,1596.0,32.0,1071.0,3802,2024-04-22 18:24:00.000,3.7.3,151.0,148.0,37,True,1614.0,1547.0,awswrangler,conda-forge/awswrangler,['pandas'],234558.0,42562672.0,https://pypi.org/project/awswrangler,2024-04-22 18:15:52.000,67.0,42548101.0,https://anaconda.org/conda-forge/awswrangler,2024-04-22 19:59:53.792,480738.0,2.0,,,,,,,,,,,,,aws/aws-sdk-pandas,,,,,
+83,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 16:19:39.000,2024-04-25 10:54:03.000,2024-04-25 10:54:02,1076.0,33.0,796,427.0,425.0,141.0,1249.0,3768,2024-04-03 11:47:03.000,8.13.0,39.0,139.0,37,True,11229.0,10237.0,elasticsearch-dsl,anaconda/elasticsearch-dsl,,203.0,4371794.0,https://pypi.org/project/elasticsearch-dsl,2024-04-03 11:47:03.000,992.0,4371683.0,https://anaconda.org/anaconda/elasticsearch-dsl,2024-02-08 20:22:57.094,8466.0,2.0,,,,,,,,,,,,,,,,,,
+84,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 21:42:52.000,2024-04-23 15:18:56.000,2024-01-12 19:56:59,2744.0,,1245,199.0,1256.0,168.0,1885.0,3436,2023-11-17 18:40:04.000,4.3.0,43.0,230.0,37,True,4571.0,4292.0,netmiko,,,,282509.0,https://pypi.org/project/netmiko,2023-11-17 18:06:05.000,279.0,282509.0,,,,3.0,,,,,,,,,,,,,,,,,,
+85,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 11:05:11.000,2024-04-25 11:31:59.000,2024-02-15 22:26:05,3081.0,1.0,492,72.0,306.0,19.0,1270.0,3209,2024-01-02 21:56:56.000,2.9.9,62.0,136.0,37,False,789252.0,727495.0,psycopg2,psycopg2,,,14931349.0,https://pypi.org/project/psycopg2,2023-10-03 12:45:27.000,61737.0,14928590.0,https://anaconda.org/anaconda/psycopg2,2024-02-29 15:31:04.534,278662.0,2.0,,,,,,,,,,,,,,,20.0,,,
+86,pycryptodomex,Legrandin/pycryptodome,A self-contained cryptographic library for Python.,,cryptography,https://github.com/Legrandin/pycryptodome,https://github.com/Legrandin/pycryptodome,BSD-3-Clause,2014-05-02 15:11:38.000,2024-04-20 11:40:15.000,2024-04-20 11:40:15,2890.0,2.0,472,62.0,216.0,62.0,515.0,2664,2024-01-10 11:31:14.000,3.20.0,49.0,148.0,37,True,95775.0,94068.0,pycryptodomex,conda-forge/pycryptodomex,,441.0,34170365.0,https://pypi.org/project/pycryptodomex,2024-01-10 11:31:14.000,1707.0,34134293.0,https://anaconda.org/conda-forge/pycryptodomex,2023-09-23 12:01:55.967,1623144.0,3.0,,,,,,-1.0,,,,,,,,,,,,
+87,python-dateutil,dateutil/dateutil,Useful extensions to the standard Python datetime features.,,date-time-utils,https://github.com/dateutil/dateutil,https://github.com/dateutil/dateutil,Apache-2.0,2014-11-19 18:56:16.000,2024-04-23 18:18:25.000,2024-03-01 18:28:13,1590.0,11.0,470,46.0,645.0,369.0,421.0,2247,2024-03-01 18:35:11.000,2.9.0.post0,34.0,131.0,37,True,6139.0,,python-dateutil,conda-forge/python-dateutil,,35094.0,344247168.0,https://pypi.org/project/python-dateutil,2024-03-01 18:36:18.000,6139.0,342556503.0,https://anaconda.org/conda-forge/python-dateutil,2024-03-01 13:32:48.081,55781361.0,2.0,,,,,,,,,,,,,,,,,,
+88,numexpr,pydata/numexpr,"Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more.",,data-containers,https://github.com/pydata/numexpr,https://github.com/pydata/numexpr,MIT,2013-11-30 22:33:48.000,2024-04-02 09:36:07.000,2024-04-02 09:36:02,859.0,17.0,201,60.0,109.0,6.0,365.0,2140,2024-04-02 09:09:24.000,2.10.0,54.0,75.0,37,True,77471.0,74204.0,numexpr,conda-forge/numexpr,,624.0,4269252.0,https://pypi.org/project/numexpr,2024-04-02 09:09:24.000,3267.0,4096984.0,https://anaconda.org/conda-forge/numexpr,2024-02-05 13:50:40.663,7924018.0,2.0,,,,,,,,,,,,,,,,,,
+89,dill,uqfoundation/dill,serialize all of Python.,,serialization,https://github.com/uqfoundation/dill,https://github.com/uqfoundation/dill,BSD-3-Clause,2013-06-28 16:42:27.000,2024-04-22 19:23:39.000,2024-04-22 19:23:32,1012.0,7.0,168,23.0,164.0,178.0,335.0,2134,2024-01-27 23:48:36.000,0.3.8,27.0,45.0,37,True,158666.0,154451.0,dill,conda-forge/dill,,291701.0,54500342.0,https://pypi.org/project/dill,2024-01-27 23:42:14.000,4215.0,54359420.0,https://anaconda.org/conda-forge/dill,2024-01-28 09:41:18.086,6375941.0,2.0,,,,,,,,,,,,,,,,,,
+90,anyio,agronholm/anyio,High level asynchronous concurrency and networking framework that works on top of either trio or asyncio.,,async,https://github.com/agronholm/anyio,https://github.com/agronholm/anyio,MIT,2018-08-19 21:07:18.000,2024-04-24 15:32:12.000,2024-04-24 15:32:11,972.0,27.0,127,27.0,341.0,61.0,286.0,1606,2024-02-19 08:36:23.000,4.3.0,51.0,49.0,37,True,281445.0,280627.0,anyio,conda-forge/anyio,,,68513023.0,https://pypi.org/project/anyio,2024-02-19 08:36:26.000,818.0,68232179.0,https://anaconda.org/conda-forge/anyio,2024-02-19 15:13:53.866,13199668.0,2.0,,,,,,,,,,,,,,,,,,
+91,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 02:03:55.000,2024-04-25 05:17:17.000,2024-04-18 03:42:51,624.0,32.0,197,26.0,643.0,8.0,129.0,1130,2023-12-15 14:52:41.000,4.1.2,23.0,32.0,37,True,225801.0,217576.0,bcrypt,conda-forge/bcrypt,,,58032325.0,https://pypi.org/project/bcrypt,2023-12-15 14:52:41.000,8225.0,57923648.0,https://anaconda.org/conda-forge/bcrypt,2023-12-15 18:31:52.917,4781812.0,3.0,,,,,,,,,,,,,,,,,,
+92,six,benjaminp/six,Python 2 and 3 compatibility library.,,compatibility,https://github.com/benjaminp/six,https://github.com/benjaminp/six,MIT,2016-05-10 07:24:51.054,2024-03-27 00:12:53.000,2024-03-27 00:12:53,531.0,1.0,265,29.0,108.0,111.0,184.0,965,2021-05-05 14:18:17.000,1.16.0,28.0,67.0,37,True,2247898.0,2111390.0,six,conda-forge/six,,,294006557.0,https://pypi.org/project/six,2021-05-05 14:18:17.000,136508.0,293436050.0,https://anaconda.org/conda-forge/six,2023-06-16 13:17:33.301,54198234.0,2.0,,,,,,,,,,,,,,,,,,
+93,luigi,spotify/luigi,"Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution,..",,data-pipelines,https://github.com/spotify/luigi,https://github.com/spotify/luigi,Apache-2.0,2012-09-20 15:06:38.000,2024-04-25 05:39:19.000,2024-04-14 15:04:15,4103.0,3.0,2389,475.0,2297.0,124.0,881.0,17310,2024-01-15 15:33:51.000,3.5.0,81.0,615.0,36,True,2801.0,2379.0,luigi,luigi,,,337508.0,https://pypi.org/project/luigi,2024-01-15 15:30:38.000,420.0,337361.0,https://anaconda.org/anaconda/luigi,2023-06-16 13:25:26.049,14451.0,2.0,,,,,,,,stable/luigi,,,,,,,2.0,,,
+94,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 14:26:53.000,2024-04-24 00:22:02.000,2024-04-08 23:08:14,389.0,20.0,583,152.0,366.0,232.0,154.0,12953,2024-02-17 13:54:46.000,0.0.16,16.0,72.0,36,True,11681.0,11452.0,sqlmodel,conda-forge/sqlmodel,['pydantic'],,1156757.0,https://pypi.org/project/sqlmodel,2024-02-17 13:54:46.000,229.0,1155858.0,https://anaconda.org/conda-forge/sqlmodel,2023-12-04 22:24:44.873,28794.0,2.0,,,,,,,,,,,,,,,,,,
+95,pendulum,sdispater/pendulum,Python datetimes made easy.,,date-time-utils,https://github.com/sdispater/pendulum,https://github.com/sdispater/pendulum,MIT,2016-06-27 23:37:53.000,2024-03-22 11:00:17.000,2023-12-16 21:30:31,835.0,,391,70.0,287.0,226.0,321.0,6060,2023-12-16 21:23:53.000,3.0.0,55.0,96.0,36,True,28375.0,27025.0,pendulum,conda-forge/pendulum,,636.0,28127757.0,https://pypi.org/project/pendulum,2023-12-16 21:23:53.000,1350.0,28106526.0,https://anaconda.org/conda-forge/pendulum,2024-01-07 18:54:51.714,955156.0,2.0,,,,,,,,,,,,,,,,,,
+96,colorama,tartley/colorama,Simple cross-platform colored terminal text in Python.,,cli-helpers,https://github.com/tartley/colorama,https://github.com/tartley/colorama,BSD-3-Clause,2014-04-17 20:18:25.000,2024-04-01 18:03:30.000,2023-12-01 12:49:19,374.0,,236,47.0,144.0,110.0,141.0,3429,2022-10-25 02:38:17.509,0.4.6,46.0,51.0,36,True,955120.0,932741.0,colorama,conda-forge/colorama,,,168501878.0,https://pypi.org/project/colorama,2022-10-25 02:38:17.509,22379.0,168192330.0,https://anaconda.org/conda-forge/colorama,2023-06-16 13:16:09.835,29716674.0,2.0,,,,,,,,,,,,,,,,,,
+97,pyodbc,mkleehammer/pyodbc,Python ODBC bridge.,,db-clients,https://github.com/mkleehammer/pyodbc,https://github.com/mkleehammer/pyodbc,MIT-0,2008-10-03 15:19:37.000,2024-04-16 21:51:23.000,2024-04-16 21:51:23,517.0,12.0,554,122.0,231.0,59.0,995.0,2841,2024-02-05 17:00:57.000,5.1.0,64.0,59.0,36,False,58510.0,56237.0,pyodbc,conda-forge/pyodbc,,,25943973.0,https://pypi.org/project/pyodbc,2024-02-05 16:52:22.000,2273.0,25913157.0,https://anaconda.org/conda-forge/pyodbc,2024-02-05 20:49:55.775,1294300.0,2.0,,,,,,,,,,,,,,,,,,
+98,xlwings,xlwings/xlwings,xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on..,,data-loading,https://github.com/xlwings/xlwings,https://github.com/xlwings/xlwings,BSD-3-Clause,2014-03-17 13:03:20.000,2024-04-22 12:53:54.000,2024-04-22 12:53:53,2696.0,30.0,481,123.0,570.0,336.0,1520.0,2836,2024-04-02 15:22:06.000,0.31.1,163.0,65.0,36,True,31813.0,31165.0,xlwings,conda-forge/xlwings,,17432.0,172917.0,https://pypi.org/project/xlwings,2024-04-02 15:22:06.000,648.0,156843.0,https://anaconda.org/conda-forge/xlwings,2024-04-03 07:10:36.970,739758.0,2.0,,,,,,,,,,,,,,,,,,
+99,dateparser,scrapinghub/dateparser,python parser for human readable dates.,,date-time-utils,https://github.com/scrapinghub/dateparser,https://github.com/scrapinghub/dateparser,BSD-3-Clause,2014-11-24 17:30:12.000,2024-04-08 15:27:15.000,2024-04-08 15:27:15,1517.0,4.0,457,134.0,572.0,318.0,379.0,2461,2023-11-17 10:47:56.000,1.2.0,30.0,139.0,36,True,28859.0,27531.0,dateparser,conda-forge/dateparser,,,6998897.0,https://pypi.org/project/dateparser,2023-11-17 10:47:56.000,1328.0,6994360.0,https://anaconda.org/conda-forge/dateparser,2023-11-17 11:56:22.500,208709.0,2.0,,,,,,,,,,,,,,,,,,
+100,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 15:35:16,1093.0,10.0,472,55.0,312.0,10.0,325.0,2410,2024-03-10 10:17:55.000,2.2.4,40.0,84.0,36,True,168956.0,161676.0,mysqlclient,conda-forge/mysqlclient,,5292.0,6161577.0,https://pypi.org/project/mysqlclient,2024-02-08 15:53:45.000,7280.0,6153820.0,https://anaconda.org/conda-forge/mysqlclient,2024-03-10 16:42:38.687,346495.0,2.0,,,,,,,,,,,,,,,,,,
+101,deepdiff,seperman/deepdiff,DeepDiff: Deep Difference and search of any Python object/data. DeepHash: Hash of any object based on its contents...,,inspect,https://github.com/seperman/deepdiff,https://github.com/seperman/deepdiff,MIT,2014-09-26 03:21:47.000,2024-04-09 14:12:56.546,2024-04-08 22:57:11,1121.0,40.0,216,26.0,173.0,59.0,227.0,1901,2024-04-08 22:59:21.000,7.0.1,78.0,81.0,36,True,11022.0,10117.0,deepdiff,conda-forge/deepdiff,,,10586194.0,https://pypi.org/project/deepdiff,2024-04-08 22:59:21.000,905.0,10577164.0,https://anaconda.org/conda-forge/deepdiff,2024-04-09 14:12:56.546,415406.0,1.0,,,,,,,,,,,,,,,,,,
+102,emoji,carpedm20/emoji,emoji terminal output for Python.,,text,https://github.com/carpedm20/emoji,https://github.com/carpedm20/emoji,BSD-3-Clause,2014-08-18 02:55:59.000,2024-04-23 20:19:40.000,2024-04-21 07:56:37,522.0,17.0,269,26.0,124.0,15.0,150.0,1817,2024-04-21 07:57:57.000,2.11.1,47.0,67.0,36,True,70917.0,69356.0,emoji,conda-forge/emoji,,,3392384.0,https://pypi.org/project/emoji,2024-04-21 07:57:57.000,1561.0,3390776.0,https://anaconda.org/conda-forge/emoji,2024-04-21 15:09:41.834,70782.0,1.0,,,,,,,,,,,,,,,,,,
+103,zarr,zarr-developers/zarr-python,"An implementation of chunked, compressed, N-dimensional arrays for Python.",,data-containers,https://github.com/zarr-developers/zarr-python,https://github.com/zarr-developers/zarr-python,MIT,2015-12-15 14:49:40.000,2024-04-25 13:14:41.000,2024-04-25 13:14:40,1930.0,53.0,251,44.0,1008.0,318.0,414.0,1336,2024-04-05 20:56:35.000,2.17.2,76.0,100.0,36,True,4209.0,3655.0,zarr,conda-forge/zarr,,,619775.0,https://pypi.org/project/zarr,2024-04-05 20:56:35.000,554.0,553220.0,https://anaconda.org/conda-forge/zarr,2024-04-05 21:28:31.405,2995011.0,2.0,,,,,,,,,,,,,,,,,,
+104,jsonpickle,jsonpickle/jsonpickle,Python library for serializing any arbitrary object graph into JSON. It can take almost any Python object and turn the..,,serialization,https://github.com/jsonpickle/jsonpickle,https://github.com/jsonpickle/jsonpickle,BSD-3-Clause,2009-12-10 03:59:23.000,2024-04-22 01:32:06.000,2024-04-14 00:38:26,1488.0,85.0,166,33.0,186.0,69.0,242.0,1216,2024-04-11 09:05:40.000,3.0.4,42.0,74.0,36,True,2488.0,,jsonpickle,conda-forge/jsonpickle,,,11071331.0,https://pypi.org/project/jsonpickle,2024-04-11 09:05:40.000,2488.0,11024472.0,https://anaconda.org/conda-forge/jsonpickle,2024-04-11 14:48:35.125,1686941.0,2.0,,,,,,,,,,,,,,,,,,
+105,SQLAlchemy-Utils,kvesteri/sqlalchemy-utils,Various utility functions and datatypes for SQLAlchemy.,,db-clients,https://github.com/kvesteri/sqlalchemy-utils,https://github.com/kvesteri/sqlalchemy-utils,BSD-3-Clause,2013-02-18 16:48:22.000,2024-04-07 10:56:57.000,2024-03-22 15:16:53,1393.0,8.0,318,33.0,335.0,198.0,240.0,1206,2024-03-24 15:17:24.000,0.41.2,215.0,120.0,36,True,31693.0,29497.0,sqlalchemy-utils,conda-forge/sqlalchemy-utils,,,6396443.0,https://pypi.org/project/sqlalchemy-utils,2024-03-24 15:17:24.000,2196.0,6384452.0,https://anaconda.org/conda-forge/sqlalchemy-utils,2024-03-24 16:29:04.722,563603.0,2.0,,,,,,,,,,,,,,,,,,
+106,s3fs,fsspec/s3fs,S3 Filesystem.,,db-clients,https://github.com/fsspec/s3fs,https://github.com/fsspec/s3fs,BSD-3-Clause,2016-03-16 00:19:32.000,2024-04-12 17:25:13.000,2024-04-12 17:25:13,1038.0,12.0,264,19.0,410.0,132.0,327.0,814,2024-03-18 19:43:46.000,2024.3.1,69.0,139.0,36,True,18477.0,17665.0,s3fs,conda-forge/s3fs,,,247453256.0,https://pypi.org/project/s3fs,2024-03-18 19:43:46.000,812.0,247300539.0,https://anaconda.org/conda-forge/s3fs,2024-03-19 13:28:34.302,6719569.0,2.0,,,,,,,,,,,,,,,,,,
+107,micropython,micropython/micropython,MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems.,,python-implementations,https://github.com/micropython/micropython,https://github.com/micropython/micropython,Python-2.0,2013-12-20 11:47:07.000,2024-04-25 06:48:08.000,2024-04-25 06:06:28,15851.0,270.0,7315,735.0,6015.0,1783.0,3777.0,18344,2024-02-20 12:36:21.000,1.22.2,18.0,628.0,35,True,14.0,,micropython-_markupbase,,,76584.0,957.0,https://pypi.org/project/micropython-_markupbase,2016-10-10 21:51:14.000,14.0,,,,,2.0,,,,,,,,,,,,,,,,,,
+108,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 22:08:21,1605.0,1.0,1933,467.0,554.0,478.0,1311.0,14594,2023-08-31 01:42:03.000,3.2.2,130.0,136.0,35,True,192.0,21.0,fabric,conda-forge/fabric,,,6990147.0,https://pypi.org/project/fabric,2023-08-31 01:42:03.000,171.0,6987874.0,https://anaconda.org/conda-forge/fabric,2023-08-31 04:59:09.600,88655.0,3.0,,,,,,,,,,,,,,,,,,
+109,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 18:28:58.000,2024-04-12 20:15:06.000,2024-04-12 20:15:06,69.0,69.0,1823,230.0,3082.0,726.0,2868.0,13126,2024-04-01 17:47:56.000,5.0.4,185.0,19.0,35,False,11910.0,11541.0,pysimplegui,conda-forge/pysimplegui,,,799597.0,https://pypi.org/project/pysimplegui,2024-04-01 17:47:56.000,369.0,797043.0,https://anaconda.org/conda-forge/pysimplegui,2023-06-16 16:16:23.007,143065.0,2.0,,,,,,,,,,,,,,,,,,
+110,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,,947,213.0,186.0,157.0,297.0,11488,2023-10-01 13:58:38.000,1.2.1,26.0,59.0,35,True,35528.0,34028.0,schedule,conda-forge/schedule,,,2196536.0,https://pypi.org/project/schedule,2023-10-01 13:58:38.000,1500.0,2195150.0,https://anaconda.org/conda-forge/schedule,2023-10-02 12:55:42.807,54089.0,3.0,,,,,,,,,,,,,,,,,,
+111,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 19:39:49,2435.0,1.0,1223,232.0,481.0,156.0,1023.0,8222,2022-12-24 01:04:06.789,4.2.5,51.0,177.0,35,True,12492.0,10528.0,supervisor,conda-forge/supervisor,,,1796293.0,https://pypi.org/project/supervisor,2022-12-24 01:04:06.789,1964.0,1789277.0,https://anaconda.org/conda-forge/supervisor,2023-11-23 10:15:30.879,294682.0,2.0,,,,,,,,,,,,,,,,,,
+112,docopt,docopt/docopt,This project is no longer maintained. Please see https://github.com/jazzband/docopt-ng.,,cli-helpers,https://github.com/docopt/docopt,https://github.com/docopt/docopt,MIT,2012-04-07 17:45:14.000,2024-04-02 14:04:31.000,2024-04-02 14:04:30,448.0,1.0,567,161.0,112.0,260.0,187.0,7891,2014-06-16 11:18:57.000,0.6.2,11.0,31.0,35,True,128656.0,116137.0,docopt,conda-forge/docopt,,,11187954.0,https://pypi.org/project/docopt,2014-06-16 11:18:57.000,12519.0,11166318.0,https://anaconda.org/conda-forge/docopt,2023-06-16 13:17:10.080,2077116.0,2.0,,,,,,,,,,,,,,,,,,
+113,sh,amoffat/sh,Python process launching.,,process-utils,https://github.com/amoffat/sh,https://github.com/amoffat/sh,MIT,2012-01-15 05:52:06.000,2024-03-13 16:46:44.000,2024-03-13 16:46:43,1468.0,3.0,542,134.0,236.0,7.0,466.0,6855,2023-08-14 08:32:59.000,2.0.0,44.0,98.0,35,True,17186.0,14518.0,sh,conda-forge/sh,,,7967088.0,https://pypi.org/project/sh,2023-08-10 01:31:28.000,2668.0,7962421.0,https://anaconda.org/conda-forge/sh,2023-08-10 02:31:43.807,196048.0,2.0,,,,,,,,,,,,,,,,,,
+114,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 06:17:12.000,2024-04-21 19:30:20.000,2024-03-31 22:41:50,1559.0,24.0,346,141.0,205.0,70.0,109.0,6417,2024-03-31 22:43:26.000,24.0.0,54.0,90.0,35,True,7356.0,6907.0,boltons,conda-forge/boltons,,29.0,4069705.0,https://pypi.org/project/boltons,2024-03-31 21:24:05.000,449.0,3969637.0,https://anaconda.org/conda-forge/boltons,2024-04-01 01:56:18.939,4603157.0,2.0,,,,,,,,,,,,,,,,,,
+115,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,,469,104.0,96.0,87.0,162.0,5382,2022-05-08 07:00:02.000,0.13.0,29.0,49.0,35,False,71319.0,65486.0,xmltodict,conda-forge/xmltodict,,,45477948.0,https://pypi.org/project/xmltodict,2022-05-08 07:00:02.000,5833.0,45436320.0,https://anaconda.org/conda-forge/xmltodict,2023-06-16 13:20:35.475,3829785.0,2.0,,,,,,,,,,,,,,,,,,
+116,phonenumbers,daviddrysdale/python-phonenumbers,Python port of Googles libphonenumber.,,text,https://github.com/daviddrysdale/python-phonenumbers,https://github.com/daviddrysdale/python-phonenumbers,Apache-2.0,2011-04-21 03:06:38.000,2024-04-24 05:29:38.000,2024-04-24 05:29:37,1646.0,19.0,411,87.0,114.0,10.0,172.0,3402,2024-04-19 05:58:58.000,8.13.35,244.0,31.0,35,True,1491.0,,phonenumbers,conda-forge/phonenumbers,,,6345860.0,https://pypi.org/project/phonenumbers,2024-04-19 05:58:58.000,1491.0,6320436.0,https://anaconda.org/conda-forge/phonenumbers,2024-04-19 09:40:01.977,889858.0,1.0,,,,,,,,,,,,,,,,,,
+117,Motor,mongodb/motor,Motor - the async Python driver for MongoDB and Tornado or asyncio.,,db-clients,https://github.com/mongodb/motor,https://github.com/mongodb/motor,Apache-2.0,2013-01-11 21:34:44.000,2024-04-19 15:56:51.000,2024-04-19 15:56:50,1795.0,30.0,208,91.0,272.0,1.0,,2325,2024-03-26 18:57:20.000,3.4.0,48.0,52.0,35,True,88988.0,87750.0,motor,conda-forge/motor,,,1656814.0,https://pypi.org/project/motor,2024-03-26 17:52:40.000,1238.0,1655243.0,https://anaconda.org/conda-forge/motor,2024-03-26 19:44:42.162,66006.0,2.0,,,,,,,,,,,,,,,,,,
+118,simplejson,simplejson/simplejson,"simplejson is a simple, fast, extensible JSON encoder/decoder for Python.",,serialization,https://github.com/simplejson/simplejson,https://github.com/simplejson/simplejson,MIT,2011-02-06 05:47:45.000,2024-02-15 12:03:26.747,2023-12-03 09:06:00,654.0,,331,65.0,124.0,20.0,180.0,1632,2023-10-06 08:33:05.000,3.19.2,107.0,43.0,35,True,144102.0,123074.0,simplejson,conda-forge/simplejson,,6442.0,19506003.0,https://pypi.org/project/simplejson,2023-10-06 08:33:05.000,21028.0,19437789.0,https://anaconda.org/conda-forge/simplejson,2024-02-15 12:03:26.747,3203031.0,2.0,,,,,,,,,,,,,,,,,,
+119,typing,python/typing,Python static typing home. Hosts the documentation and a user help forum.,,compatibility,https://github.com/python/typing,https://github.com/python/typing,Python-2.0,2014-09-29 16:54:42.000,2024-04-24 17:37:47.000,2024-04-24 17:37:47,806.0,81.0,223,59.0,529.0,147.0,637.0,1545,2019-06-19 22:31:20.000,3.7.4,16.0,98.0,35,True,6110.0,,typing,conda-forge/typing,,,8872679.0,https://pypi.org/project/typing,2021-05-01 18:03:55.000,6110.0,8841599.0,https://anaconda.org/conda-forge/typing,2023-06-16 13:15:45.541,3014840.0,2.0,,,,,,,,,,,,,,,,,,
+120,argcomplete,kislyuk/argcomplete,"Python and tab completion, better together.",,cli-helpers,https://github.com/kislyuk/argcomplete,https://github.com/kislyuk/argcomplete,Apache-2.0,2012-11-19 15:37:34.000,2024-04-15 20:41:57.799,2024-04-14 21:26:19,771.0,7.0,124,35.0,220.0,55.0,213.0,1361,2024-04-14 21:26:49.000,3.3.0,127.0,73.0,35,True,54234.0,51955.0,argcomplete,conda-forge/argcomplete,,353.0,27819218.0,https://pypi.org/project/argcomplete,2024-04-14 21:26:49.000,2279.0,27784306.0,https://anaconda.org/conda-forge/argcomplete,2024-04-15 20:41:57.799,1570921.0,2.0,,,,,,,,,,,,,,,,,,
+121,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 19:44:46.000,2024-04-21 16:14:48.000,2024-04-21 16:14:48,4977.0,145.0,270,61.0,425.0,170.0,562.0,1269,2023-11-27 12:13:28.000,3.9.2,46.0,134.0,35,True,2665.0,,tables,conda-forge/pytables,,187.0,1190045.0,https://pypi.org/project/tables,2023-11-27 11:52:19.000,2665.0,1033061.0,https://anaconda.org/conda-forge/pytables,2024-04-11 01:09:49.952,7064231.0,2.0,,,,,,,,,,,,,,,,,,
+122,petl,petl-developers/petl,Python Extract Transform and Load Tables of Data.,,data-pipelines,https://github.com/petl-developers/petl,https://github.com/petl-developers/petl,MIT,2011-08-19 09:51:03.000,2024-04-25 05:42:54.000,2024-04-17 03:25:22,1331.0,51.0,189,49.0,211.0,86.0,373.0,1191,2024-03-12 21:29:07.000,1.7.15,90.0,64.0,35,True,3721.0,3635.0,petl,conda-forge/petl,,,2590507.0,https://pypi.org/project/petl,2024-03-12 21:29:07.000,86.0,2585601.0,https://anaconda.org/conda-forge/petl,2024-03-13 00:52:03.874,225699.0,2.0,,,,,,,,,,,,,,,,http://petl.readthedocs.org,,
+123,py4j,bartdag/py4j,Py4J enables Python programs to dynamically access arbitrary Java objects.,,others,https://github.com/py4j/py4j,https://github.com/py4j/py4j,BSD-3-Clause,2010-11-02 20:58:18.000,2024-04-23 17:16:34.000,2024-04-16 03:31:16,792.0,7.0,205,40.0,122.0,149.0,272.0,1144,2020-01-25 14:40:31.000,0.10.9,32.0,41.0,35,True,39232.0,38510.0,py4j,conda-forge/py4j,,,48431358.0,https://pypi.org/project/py4j,2022-08-12 22:50:48.011,722.0,48372633.0,https://anaconda.org/conda-forge/py4j,2023-06-16 13:21:18.228,5402708.0,2.0,,,,,,,,,,,,,py4j/py4j,,,,,
+124,validators,kvesteri/validators,Python Data Validation for Humans.,,data-validation,https://github.com/python-validators/validators,https://github.com/python-validators/validators,MIT,2013-10-17 08:16:32.000,2024-04-20 02:10:06.000,2024-04-20 02:10:06,425.0,73.0,143,13.0,200.0,1.0,169.0,903,2024-04-19 13:31:58.000,0.28.1,51.0,52.0,35,True,114063.0,112155.0,validators,conda-forge/validators,,27.0,7011878.0,https://pypi.org/project/validators,2024-04-19 13:27:28.000,1908.0,6998451.0,https://anaconda.org/conda-forge/validators,2024-04-19 15:42:23.860,604133.0,2.0,,,,,,,,,,,,,python-validators/validators,,,,,
+125,filelock,tox-dev/py-filelock,A platform-independent file lock for Python.,,file-path-utils,https://github.com/tox-dev/filelock,https://github.com/tox-dev/filelock,Unlicense,2014-02-23 00:29:27.000,2024-04-22 19:52:41.000,2024-04-22 19:52:40,307.0,18.0,98,16.0,209.0,15.0,95.0,682,2024-04-09 17:11:07.000,3.13.4,68.0,45.0,35,True,429075.0,426040.0,filelock,conda-forge/filelock,,,138806328.0,https://pypi.org/project/filelock,2024-04-09 17:11:07.000,3035.0,138433758.0,https://anaconda.org/conda-forge/filelock,2024-04-09 18:11:30.583,17510807.0,2.0,,,,,,,,,,,,,tox-dev/filelock,,,,,
+126,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 01:10:12,666.0,10.0,84,13.0,36.0,33.0,55.0,311,2024-02-02 01:18:20.000,release_2024.1,115.0,21.0,35,True,1998365.0,1914272.0,pytz,conda-forge/pytz,,33.0,175879209.0,https://pypi.org/project/pytz,2024-02-02 01:18:37.000,84093.0,174613283.0,https://anaconda.org/conda-forge/pytz,2024-02-02 15:16:32.383,51902349.0,3.0,,,,,,,,,,,,,,,,,,
+127,pyasn1,etingof/pyasn1,Generic ASN.1 library for Python.,,serialization,https://github.com/etingof/pyasn1,https://github.com/etingof/pyasn1,BSD-2-Clause,2016-02-24 22:30:54.000,2024-04-15 19:31:54.296,2020-03-21 18:06:04,970.0,,98,33.0,105.0,58.0,68.0,239,2024-03-26 20:07:32.000,0.6.0,40.0,16.0,35,False,504815.0,489626.0,pyasn1,conda-forge/pyasn1,,,190680584.0,https://pypi.org/project/pyasn1,2024-03-26 20:07:32.000,15189.0,188651713.0,https://anaconda.org/conda-forge/pyasn1,2024-04-15 19:31:54.296,14202098.0,2.0,,,,,,,,,,,,,,,,,,
+128,zipp,jaraco/zipp,Backport of pathlib-compatible object wrapper for zip files.,,file-path-utils,https://github.com/jaraco/zipp,https://github.com/jaraco/zipp,MIT,2018-11-15 21:24:48.000,2024-04-24 15:45:21.000,2024-04-24 15:45:20,738.0,33.0,42,4.0,42.0,4.0,68.0,50,2024-03-14 21:09:12.000,3.18.1,51.0,26.0,35,False,671183.0,666832.0,zipp,conda-forge/zipp,,,209021981.0,https://pypi.org/project/zipp,2024-03-14 21:09:02.000,4351.0,208159196.0,https://anaconda.org/conda-forge/zipp,2023-09-21 00:15:19.475,37099772.0,2.0,,,,,,3.0,,,,,,,,,,,,
+129,hydra,facebookresearch/hydra,Hydra is a framework for elegantly configuring complex applications.,,configuration,https://github.com/facebookresearch/hydra,https://github.com/facebookresearch/hydra,MIT,2019-06-12 19:33:15.000,2024-04-12 22:23:22.000,2024-04-03 21:42:43,1878.0,5.0,589,122.0,1305.0,265.0,1110.0,8204,2023-02-23 18:30:37.000,1.3.2,22.0,118.0,34,True,22698.0,22689.0,hydra,conda-forge/hydra-core,,,28892.0,https://pypi.org/project/hydra,2016-08-03 13:21:51.000,9.0,9887.0,https://anaconda.org/conda-forge/hydra-core,2023-06-16 19:18:09.635,950257.0,2.0,,,,,,,,,,,,,,,,,,
+130,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 10:25:38,497.0,14.0,290,48.0,214.0,99.0,153.0,5974,2023-08-14 13:22:49.000,8.2.3,53.0,91.0,34,True,1918.0,,tenacity,conda-forge/tenacity,,,50392031.0,https://pypi.org/project/tenacity,2023-08-14 13:22:49.000,1918.0,50240533.0,https://anaconda.org/conda-forge/tenacity,2023-08-14 15:29:47.766,6362943.0,2.0,,,,,,,,,,,,,,,,,,
+131,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 18:02:10,916.0,8.0,371,87.0,279.0,26.0,318.0,4249,2023-12-10 22:48:47.000,5.9.0,37.0,88.0,34,True,4598.0,,ujson,conda-forge/ujson,,,11259661.0,https://pypi.org/project/ujson,2023-12-10 22:48:47.000,4598.0,11157777.0,https://anaconda.org/conda-forge/ujson,2023-12-11 01:19:21.996,4686665.0,3.0,,,,,,,,,,,,,,,,,,
+132,Prometheus Client,prometheus/client_python,Prometheus instrumentation library for Python applications.,,db-clients,https://github.com/prometheus/client_python,https://github.com/prometheus/client_python,Apache-2.0,2015-02-10 22:47:25.000,2024-04-16 14:17:43.000,2024-04-16 14:17:42,560.0,9.0,816,72.0,428.0,93.0,440.0,3774,2024-02-14 15:55:57.000,0.20.0,50.0,146.0,34,True,898.0,,prometheus_client,conda-forge/prometheus_client,,,34655869.0,https://pypi.org/project/prometheus_client,2024-02-14 15:55:03.000,898.0,34316324.0,https://anaconda.org/conda-forge/prometheus_client,2024-02-14 17:48:15.061,15958630.0,2.0,,,,,,-1.0,,,,,,,,,,,,
+133,Databases,encode/databases,Async database support for Python.,,db-clients,https://github.com/encode/databases,https://github.com/encode/databases,BSD-3-Clause,2019-02-01 10:55:25.000,2024-04-10 10:56:30.000,2024-03-01 17:30:12,335.0,5.0,255,50.0,209.0,126.0,200.0,3697,2024-03-01 17:39:26.000,0.9.0,43.0,59.0,34,True,22919.0,22796.0,databases,conda-forge/databases,,,492480.0,https://pypi.org/project/databases,2024-03-01 17:39:26.000,123.0,487644.0,https://anaconda.org/conda-forge/databases,2024-04-06 18:59:56.305,198309.0,2.0,,,,,,,,,,,,,,,,,,
+134,Dynaconf,rochacbruno/dynaconf,Configuration Management for Python.,,configuration,https://github.com/dynaconf/dynaconf,https://github.com/dynaconf/dynaconf,MIT,2015-08-14 21:25:22.000,2024-04-19 19:36:26.000,2024-04-19 19:36:17,759.0,24.0,285,34.0,532.0,113.0,390.0,3519,2024-03-18 20:33:02.000,3.2.5,87.0,123.0,34,True,8631.0,8304.0,dynaconf,conda-forge/dynaconf,,,3065368.0,https://pypi.org/project/dynaconf,2024-03-18 20:28:58.000,327.0,3063634.0,https://anaconda.org/conda-forge/dynaconf,2024-03-26 14:14:35.586,72848.0,2.0,,,,,,,,,,,,,dynaconf/dynaconf,,,,,
+135,python-sortedcontainers,grantjenks/python-sortedcontainers,"Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set.",,data-structures,https://github.com/grantjenks/python-sortedcontainers,https://github.com/grantjenks/python-sortedcontainers,Apache-2.0,2014-02-24 17:44:20.000,2024-03-08 17:47:09.000,2024-03-01 23:03:38,656.0,21.0,192,34.0,53.0,25.0,166.0,3224,2021-05-16 22:03:41.000,2.4.0,40.0,24.0,34,True,2311.0,,sortedcontainers,conda-forge/sortedcontainers,,,51806787.0,https://pypi.org/project/sortedcontainers,2021-05-16 22:03:41.000,2311.0,51674779.0,https://anaconda.org/conda-forge/sortedcontainers,2023-06-16 13:23:54.671,12276761.0,1.0,,,,,,,,,,,,,,,,,,
+136,cerberus,pyeve/cerberus,"Lightweight, extensible data validation library for Python.",,data-validation,https://github.com/pyeve/cerberus,https://github.com/pyeve/cerberus,ISC,2012-10-10 10:03:49.000,2024-04-18 05:00:52.000,2023-10-23 15:11:13,1142.0,,238,50.0,267.0,18.0,334.0,3108,2023-08-09 12:51:08.000,1.3.5,27.0,66.0,34,True,17059.0,15899.0,cerberus,conda-forge/cerberus,,,4737139.0,https://pypi.org/project/cerberus,2023-08-09 12:51:08.000,1160.0,4723885.0,https://anaconda.org/conda-forge/cerberus,2023-10-06 12:57:48.461,371116.0,2.0,,,,,,,,,,,,,,,,,,
+137,smart-open,RaRe-Technologies/smart_open,"Utils for streaming large files (S3, HDFS, gzip, bz2...).",,data-loading,https://github.com/piskvorky/smart_open,https://github.com/piskvorky/smart_open,MIT,2015-01-02 13:05:52.000,2024-04-20 07:18:45.000,2024-03-27 22:47:43,1076.0,52.0,374,49.0,399.0,63.0,327.0,3091,2024-03-26 08:43:19.000,7.0.4,61.0,119.0,34,True,650.0,,smart-open,conda-forge/smart_open,,,23546016.0,https://pypi.org/project/smart-open,2024-03-26 08:42:54.000,650.0,23493536.0,https://anaconda.org/conda-forge/smart_open,2024-03-26 12:23:56.875,2361610.0,2.0,,,,,,,,,,,,,piskvorky/smart_open,,,,,
+138,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,,185,51.0,325.0,128.0,225.0,2752,2023-05-30 10:39:04.306,1.8.2,28.0,112.0,34,True,6708.0,6225.0,plumbum,conda-forge/plumbum,,,3945547.0,https://pypi.org/project/plumbum,2023-05-30 10:39:04.306,483.0,3934181.0,https://anaconda.org/conda-forge/plumbum,2023-06-16 13:25:23.453,1000217.0,3.0,,,,,,,,,,,,,,,,,,
+139,python-magic,ahupp/python-magic,A python wrapper for libmagic.,,data-loading,https://github.com/ahupp/python-magic,https://github.com/ahupp/python-magic,MIT,2010-03-31 22:40:33.000,2024-04-24 17:46:18.000,2023-10-09 21:18:20,331.0,,273,48.0,111.0,19.0,190.0,2536,2022-06-07 20:16:57.000,0.4.27,28.0,61.0,34,True,59528.0,56124.0,python-magic,conda-forge/python-magic,,,8723559.0,https://pypi.org/project/python-magic,2022-06-07 20:16:57.000,3404.0,8717624.0,https://anaconda.org/conda-forge/python-magic,2023-09-25 19:52:44.133,249290.0,2.0,,,,,,,,,,,,,,,,,,
+140,cachetools,tkem/cachetools,Extensible memoizing collections and decorators.,,caching,https://github.com/tkem/cachetools,https://github.com/tkem/cachetools,MIT,2014-03-22 10:15:14.000,2024-04-10 19:41:02.000,2024-04-01 18:56:38,300.0,12.0,159,27.0,68.0,11.0,233.0,2108,2024-02-26 20:33:20.000,5.3.3,47.0,13.0,34,True,3749.0,,cachetools,conda-forge/cachetools,,,126863420.0,https://pypi.org/project/cachetools,2024-02-26 20:33:20.000,3749.0,126626473.0,https://anaconda.org/conda-forge/cachetools,2024-02-26 22:51:02.916,11136552.0,1.0,,,,,,,,,,,,,,,,,,
+141,jmespath,jmespath/jmespath.py,JMESPath is a query language for JSON.,,file-formats,https://github.com/jmespath/jmespath.py,https://github.com/jmespath/jmespath.py,MIT,2013-02-19 22:16:36.000,2024-03-20 10:32:02.000,2023-03-31 03:02:29,558.0,,172,35.0,161.0,46.0,88.0,2072,2022-06-17 18:00:10.000,1.0.1,26.0,31.0,34,False,7107.0,,jmespath,conda-forge/jmespath,,,182117047.0,https://pypi.org/project/jmespath,2022-06-17 18:00:10.000,7107.0,181921654.0,https://anaconda.org/conda-forge/jmespath,2023-06-16 13:16:44.688,18171580.0,3.0,,,,,,,,,,,,,,,,,,
+142,libcloud,apache/libcloud,Apache Libcloud is a Python library which hides differences between different cloud provider APIs and allows you to..,,db-clients,https://github.com/apache/libcloud,https://github.com/apache/libcloud,Apache-2.0,2009-12-11 09:00:14.000,2024-04-24 09:08:24.000,2024-04-24 09:07:34,10046.0,81.0,925,84.0,1800.0,92.0,124.0,2006,2023-08-10 08:07:04.000,3.8.0,71.0,478.0,34,True,865.0,,apache-libcloud,,,,238968.0,https://pypi.org/project/apache-libcloud,2023-08-10 08:07:04.000,865.0,238968.0,,,,2.0,,,,,,,,,,,,,,,,,,
+143,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,,141,40.0,114.0,24.0,151.0,1980,2023-10-25 21:06:04.000,0.20.0,75.0,73.0,34,True,339019.0,336634.0,pyrsistent,conda-forge/pyrsistent,,,41494213.0,https://pypi.org/project/pyrsistent,2023-10-25 21:06:04.000,2385.0,41035223.0,https://anaconda.org/conda-forge/pyrsistent,2023-10-31 12:42:54.224,20654587.0,1.0,,,,,,,,,,,,,,,,,,
+144,wrapt,GrahamDumpleton/wrapt,"A Python module for decorators, wrappers and monkey patching.",,others,https://github.com/GrahamDumpleton/wrapt,https://github.com/GrahamDumpleton/wrapt,BSD-2-Clause,2013-05-29 10:22:45.000,2024-04-12 09:03:53.000,2023-11-10 08:22:03,735.0,,221,45.0,71.0,50.0,142.0,1976,2023-11-09 06:34:27.000,1.16.0,55.0,27.0,34,True,11996.0,,wrapt,conda-forge/wrapt,,,127262308.0,https://pypi.org/project/wrapt,2023-11-09 06:31:34.000,11996.0,126914018.0,https://anaconda.org/conda-forge/wrapt,2023-11-09 12:40:47.871,14628195.0,2.0,,,,,,,,,,,,,,,,,,
+145,msgpack,msgpack/msgpack-python,MessagePack serializer implementation for Python msgpack.org[Python].,,serialization,https://github.com/msgpack/msgpack-python,https://github.com/msgpack/msgpack-python,Apache-2.0,2011-08-21 08:24:41.000,2024-04-19 22:46:31.000,2024-04-19 22:46:30,872.0,4.0,222,47.0,295.0,13.0,286.0,1839,2024-03-01 12:34:50.000,1.0.8,24.0,79.0,34,True,2448.0,,msgpack,conda-forge/msgpack-python,,1288.0,68115528.0,https://pypi.org/project/msgpack,2024-03-01 12:34:50.000,2448.0,67745610.0,https://anaconda.org/conda-forge/msgpack-python,2023-11-25 16:13:54.210,15535865.0,3.0,,,,,,,,,,,,,,,,,,
+146,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 20:44:49,482.0,5.0,213,36.0,261.0,38.0,211.0,1801,2024-02-03 11:23:55.000,0.14.2,49.0,96.0,34,True,17162.0,15737.0,voluptuous,conda-forge/voluptuous,,,2605419.0,https://pypi.org/project/voluptuous,2024-02-03 11:23:55.000,1425.0,2596755.0,https://anaconda.org/conda-forge/voluptuous,2024-02-03 13:43:43.942,355258.0,2.0,,,,,,,,,,,,,,,,,,
+147,python-slugify,un33k/python-slugify,Returns unicode slugs.,,text,https://github.com/un33k/python-slugify,https://github.com/un33k/python-slugify,MIT,2012-10-15 01:44:50.000,2024-03-01 18:21:18.000,2024-03-01 18:21:15,273.0,4.0,148,35.0,78.0,2.0,71.0,1446,2024-02-08 18:32:43.000,8.0.4,48.0,36.0,34,True,84814.0,81824.0,python-slugify,conda-forge/python-slugify,,,17665384.0,https://pypi.org/project/python-slugify,2024-02-08 18:32:43.000,2990.0,17620835.0,https://anaconda.org/conda-forge/python-slugify,2024-02-08 20:57:18.711,2004725.0,2.0,,,,,,,,,,,,,,,,,,
+148,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 16:01:42.000,2024-04-12 11:21:44.000,2024-04-12 09:18:53,542.0,13.0,85,23.0,313.0,31.0,75.0,1224,2023-10-30 18:54:14.000,2.1.0,34.0,36.0,34,True,21481.0,21204.0,cleo,conda-forge/cleo,,,32321555.0,https://pypi.org/project/cleo,2023-10-30 18:54:08.000,277.0,32304987.0,https://anaconda.org/conda-forge/cleo,2023-10-30 19:23:44.113,695870.0,3.0,,,,,,,,,,,,,python-poetry/cleo,,,,,
+149,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 15:32:26.000,2024-04-23 11:11:28.000,2024-04-23 11:11:25,754.0,35.0,121,23.0,314.0,54.0,136.0,1152,2024-04-20 21:34:40.000,1.5.0,23.0,54.0,34,True,10654.0,,pluggy,conda-forge/pluggy,,,132783817.0,https://pypi.org/project/pluggy,2024-04-20 21:34:40.000,10654.0,132180620.0,https://anaconda.org/conda-forge/pluggy,2024-04-21 02:40:17.306,25334288.0,2.0,,,,,,,,,,,,,,,,,,
+150,inflect,jaraco/inflect,"Correctly generate plurals, ordinals, indefinite articles; convert numbers to words.",,text,https://github.com/jaraco/inflect,https://github.com/jaraco/inflect,MIT,2010-06-20 13:43:13.000,2024-04-24 16:07:32.000,2024-04-24 16:07:31,1049.0,60.0,99,22.0,94.0,27.0,89.0,919,2024-04-23 19:54:21.000,7.2.1,51.0,55.0,34,True,21964.0,20899.0,inflect,conda-forge/inflect,,,5466897.0,https://pypi.org/project/inflect,2024-04-23 19:54:08.000,1065.0,5458906.0,https://anaconda.org/conda-forge/inflect,2024-04-23 20:49:31.710,367604.0,2.0,,,,,,3.0,,,,,,,,,,,,
+151,decorator,micheles/decorator,Decorators for Humans.,,others,https://github.com/micheles/decorator,https://github.com/micheles/decorator,BSD-2-Clause,2013-11-24 05:55:49.000,2024-03-10 08:45:41.000,2023-08-23 16:34:33,392.0,,105,24.0,58.0,13.0,93.0,810,2022-01-07 08:20:03.000,5.1.1,38.0,27.0,34,True,584041.0,559522.0,decorator,conda-forge/decorator,,,94022225.0,https://pypi.org/project/decorator,2022-01-07 08:20:03.000,24519.0,93733691.0,https://anaconda.org/conda-forge/decorator,2023-06-16 13:18:04.782,26833707.0,2.0,,,,,,,,,,,,,,,,,,
+152,s3transfer,boto/s3transfer,Amazon S3 Transfer Manager for Python.,,db-clients,https://github.com/boto/s3transfer,https://github.com/boto/s3transfer,Apache-2.0,2016-01-12 23:19:42.000,2024-04-23 16:27:54.000,2024-04-02 20:25:22,612.0,8.0,128,20.0,242.0,50.0,36.0,199,2024-03-14 19:11:04.000,0.10.1,41.0,39.0,34,True,286675.0,282272.0,s3transfer,conda-forge/s3transfer,,,332277988.0,https://pypi.org/project/s3transfer,2024-03-14 19:11:04.000,4403.0,331845701.0,https://anaconda.org/conda-forge/s3transfer,2024-03-15 10:11:00.171,18156074.0,2.0,,,,,,,,,,,,,,,,,,
+153,DearPyGui,hoffstadt/DearPyGui,Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies.,,gui-dev,https://github.com/hoffstadt/DearPyGui,https://github.com/hoffstadt/DearPyGui,MIT,2020-05-28 17:12:57.000,2024-04-24 15:58:40.000,2024-04-13 19:23:34,2808.0,6.0,643,149.0,504.0,276.0,1022.0,12262,2024-03-15 02:50:52.000,1.11.1,222.0,65.0,33,True,2938.0,2881.0,dearpygui,,,,40666.0,https://pypi.org/project/dearpygui,2024-03-15 02:50:52.000,57.0,40666.0,,,,2.0,,,,,,,,,,,,,,,,,,
+154,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 06:17:59.000,2024-04-24 20:40:56.000,2024-04-24 20:40:56,8874.0,147.0,588,86.0,2341.0,53.0,394.0,7705,2024-04-19 21:53:44.000,3.9.1,154.0,130.0,33,True,2826.0,2772.0,hub,,,,4155.0,https://pypi.org/project/hub,2023-02-02 20:54:34.806,54.0,4155.0,,,,2.0,,,,,,,,,,,,,activeloopai/deeplake,,,,,
+155,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 03:00:30.000,2024-04-18 21:06:14.000,2024-04-18 21:06:09,1937.0,23.0,598,130.0,334.0,30.0,873.0,5816,2024-03-28 15:27:20.000,1.5.0,41.0,108.0,33,True,2001.0,1626.0,csvkit,conda-forge/csvkit,,,186656.0,https://pypi.org/project/csvkit,2024-03-28 15:27:20.000,375.0,183574.0,https://anaconda.org/conda-forge/csvkit,2024-03-28 17:08:35.172,107891.0,2.0,,,,,,,,,,,,,,,,,,
+156,gdown,wkentaro/gdown,Google Drive Public File Downloader when Curl/Wget Fails.,,data-loading,https://github.com/wkentaro/gdown,https://github.com/wkentaro/gdown,MIT,2015-10-17 03:01:23.000,2024-04-24 12:01:52.000,2024-02-11 15:15:42,498.0,29.0,318,22.0,140.0,29.0,134.0,3897,2024-02-03 14:26:08.000,5.1.0,90.0,20.0,33,True,29931.0,29429.0,gdown,conda-forge/gdown,,,1494907.0,https://pypi.org/project/gdown,2024-02-03 14:22:22.000,502.0,1489104.0,https://anaconda.org/conda-forge/gdown,2024-02-03 17:36:10.471,266960.0,2.0,,,,,,,,,,,,,,,,,,
+157,pandera,pandera-dev/pandera,"A light-weight, flexible, and expressive statistical data testing library.",,data-containers,https://github.com/unionai-oss/pandera,https://github.com/unionai-oss/pandera,MIT,2018-11-01 02:18:34.000,2024-04-25 05:09:09.000,2024-04-25 01:24:24,699.0,72.0,270,20.0,684.0,309.0,451.0,3003,2024-03-11 19:19:58.000,0.18.3,86.0,125.0,33,True,1627.0,1509.0,pandera,conda-forge/pandera-core,['pandas'],,2754199.0,https://pypi.org/project/pandera,2024-04-20 01:25:47.000,118.0,2753350.0,https://anaconda.org/conda-forge/pandera-core,2024-03-12 03:10:31.266,35691.0,2.0,,,,,,,,,,,,,unionai-oss/pandera,,,,,
+158,pandas-datareader,pydata/pandas-datareader,Extract data from a wide range of Internet sources into a pandas DataFrame.,,data-loading,https://github.com/pydata/pandas-datareader,https://github.com/pydata/pandas-datareader,BSD-3-Clause,2015-01-15 00:34:19.000,2024-02-19 18:27:51.000,2023-10-24 17:22:15,853.0,,678,141.0,454.0,143.0,402.0,2821,2021-07-13 12:38:57.000,0.10.0,22.0,92.0,33,True,24435.0,23569.0,pandas-datareader,conda-forge/pandas-datareader,,,462076.0,https://pypi.org/project/pandas-datareader,2021-07-13 12:38:57.000,866.0,457877.0,https://anaconda.org/conda-forge/pandas-datareader,2023-06-16 13:23:01.411,352758.0,2.0,,,,,,,,,,,,,,,,,,
+159,docarray,jina-ai/docarray,"Represent, send, store and search multimodal data.",,data-containers,https://github.com/docarray/docarray,https://github.com/docarray/docarray,Apache-2.0,2021-12-14 15:26:24.000,2024-04-25 05:50:10.000,2024-03-18 10:53:52,1447.0,9.0,214,45.0,1234.0,66.0,569.0,2740,2023-12-22 12:12:56.000,0.40.0,740.0,73.0,33,True,4252.0,4200.0,docarray,conda-forge/docarray,,,83013.0,https://pypi.org/project/docarray,2023-12-22 12:31:01.000,52.0,78137.0,https://anaconda.org/conda-forge/docarray,2023-06-18 08:40:32.440,131659.0,2.0,,,,,,-1.0,,,,,,,docarray/docarray,,,,,
+160,PyPika,kayak/pypika,PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects..,,db-clients,https://github.com/kayak/pypika,https://github.com/kayak/pypika,Apache-2.0,2016-07-06 14:08:50.000,2024-04-17 21:27:37.000,2024-04-17 21:27:37,1034.0,2.0,276,36.0,375.0,206.0,259.0,2371,2023-12-02 01:23:36.121,0.0.1,214.0,100.0,33,True,20575.0,20455.0,pypika,conda-forge/pypika,,,2780895.0,https://pypi.org/project/pypika,2022-03-15 11:22:57.000,120.0,2780479.0,https://anaconda.org/conda-forge/pypika,2023-06-16 19:27:43.516,12481.0,3.0,,,,,,,,,,,,,,,,,,
+161,xlrd,python-excel/xlrd,Please use openpyxl where you can...,,data-loading,https://github.com/python-excel/xlrd,https://github.com/python-excel/xlrd,BSD-3-Clause,2012-03-07 04:50:48.000,2024-02-06 22:03:35.000,2021-08-21 19:45:33,503.0,,442,96.0,161.0,3.0,,2133,2020-12-11 11:31:40.086,2.0.1,24.0,51.0,33,False,225051.0,216387.0,xlrd,conda-forge/xlrd,,,22574546.0,https://pypi.org/project/xlrd,2020-12-11 11:31:40.086,8664.0,22530584.0,https://anaconda.org/conda-forge/xlrd,2023-06-16 13:21:36.044,3736800.0,2.0,,,,,,,,,,,,,,,,,,
+162,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 19:22:44.000,2024-04-25 12:45:23.000,2024-04-22 13:36:26,1462.0,73.0,164,20.0,990.0,69.0,392.0,1677,2024-04-04 16:09:07.000,9.2.0,61.0,74.0,33,True,1011.0,943.0,copier,,,,198182.0,https://pypi.org/project/copier,2024-04-04 16:09:07.000,68.0,198182.0,,,,2.0,,,,,,,,,,,,,,,,,,
+163,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 19:02:31.000,2024-04-19 15:11:16.000,2024-03-26 05:13:42,6045.0,6.0,533,77.0,1121.0,13.0,,1372,2024-03-20 04:16:56.000,3.29.1,77.0,199.0,33,True,7449.0,6735.0,cassandra-driver,conda-forge/cassandra-driver,,,1554692.0,https://pypi.org/project/cassandra-driver,2024-03-20 04:16:56.000,714.0,1550100.0,https://anaconda.org/conda-forge/cassandra-driver,2024-03-20 14:11:37.399,202080.0,3.0,,,,,,,,,,,,,,,,,,
+164,path,jaraco/path,Object-oriented file system path manipulation.,,file-path-utils,https://github.com/jaraco/path,https://github.com/jaraco/path,MIT,2012-04-21 02:59:29.000,2024-04-24 15:51:24.000,2024-04-24 15:51:24,1307.0,55.0,144,38.0,87.0,2.0,136.0,1086,2024-04-09 00:46:13.000,16.14.0,30.0,54.0,33,True,14856.0,14697.0,path,conda-forge/path,,,1334426.0,https://pypi.org/project/path,2024-04-09 00:46:03.000,159.0,1323366.0,https://anaconda.org/conda-forge/path,2024-04-15 23:12:51.805,519855.0,3.0,,,,,,3.0,,,,,,,,,,,,
+165,neo4j-driver,neo4j/neo4j-python-driver,Neo4j Bolt driver for Python.,,db-clients,https://github.com/neo4j/neo4j-python-driver,https://github.com/neo4j/neo4j-python-driver,Apache-2.0,2015-05-05 13:08:20.000,2024-04-25 12:08:06.000,2024-04-25 12:08:05,1536.0,18.0,186,99.0,788.0,4.0,239.0,863,2024-04-02 11:29:31.000,5.19.0,134.0,43.0,33,True,9125.0,8898.0,neo4j-driver,conda-forge/neo4j-python-driver,,,134575.0,https://pypi.org/project/neo4j-driver,2024-04-02 11:18:56.000,227.0,130143.0,https://anaconda.org/conda-forge/neo4j-python-driver,2024-04-02 13:53:03.088,203895.0,3.0,,,,,,,,,,,,,,,,,,
+166,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 20:32:24,1175.0,7.0,306,32.0,855.0,7.0,542.0,767,2024-03-02 23:49:53.000,7.2.5,112.0,132.0,33,True,7758.0,7242.0,minio,conda-forge/minio,,,2172064.0,https://pypi.org/project/minio,2024-03-02 23:48:43.000,516.0,2168350.0,https://anaconda.org/conda-forge/minio,2024-03-03 01:37:46.696,163435.0,3.0,,,,,,,,,,,,,,,,,,
+167,pandas-gbq,googleapis/python-bigquery-pandas,Google BigQuery connector for pandas.,,db-clients,https://github.com/googleapis/python-bigquery-pandas,https://github.com/googleapis/python-bigquery-pandas,BSD-3-Clause,2017-02-08 13:07:19.000,2024-04-23 18:37:19.000,2024-04-12 18:48:22,405.0,18.0,118,63.0,420.0,35.0,307.0,420,2024-03-07 17:11:22.000,0.22.0,46.0,50.0,33,True,10184.0,9846.0,pandas-gbq,conda-forge/pandas-gbq,,350.0,12371890.0,https://pypi.org/project/pandas-gbq,2024-03-07 17:11:22.000,338.0,12326997.0,https://anaconda.org/conda-forge/pandas-gbq,2024-03-22 20:48:08.228,1885362.0,3.0,,,,,,,,,,,,,,,,,,
+168,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 14:52:32.000,2024-04-24 23:46:21.000,2024-04-19 23:37:00,1357.0,56.0,95,20.0,823.0,16.0,133.0,389,2024-02-01 20:43:20.000,6.0.5,132.0,54.0,33,True,3494.0,,multidict,conda-forge/multidict,,6512.0,104942225.0,https://pypi.org/project/multidict,2024-02-01 20:43:20.000,3494.0,104652691.0,https://anaconda.org/conda-forge/multidict,2024-02-04 10:11:47.941,12157494.0,2.0,,,,,,,,,,,,,,,,,,
+169,asn1crypto,wbond/asn1crypto,Python ASN.1 library with a focus on performance and a pythonic API.,,cryptography,https://github.com/wbond/asn1crypto,https://github.com/wbond/asn1crypto,MIT,2015-06-03 18:51:56.000,2024-03-21 04:57:15.000,2023-11-03 12:31:26,810.0,,131,24.0,96.0,53.0,140.0,317,2022-03-15 14:46:51.000,1.5.1,33.0,39.0,33,True,116532.0,109423.0,asn1crypto,conda-forge/asn1crypto,,,79761900.0,https://pypi.org/project/asn1crypto,2022-03-15 14:46:51.000,7109.0,79658867.0,https://anaconda.org/conda-forge/asn1crypto,2023-06-16 13:20:58.043,8448723.0,3.0,,,,,,,,,,,,,,,,,,
+170,diagrams,mingrammer/diagrams,Diagram as Code for prototyping cloud system architectures.,,others,https://github.com/mingrammer/diagrams,https://github.com/mingrammer/diagrams,MIT,2020-02-02 15:23:24.000,2024-04-16 12:57:09.000,2024-04-13 12:05:08,534.0,1.0,2243,389.0,480.0,376.0,189.0,34866,2023-10-30 14:16:37.000,0.23.4,45.0,138.0,32,True,1478.0,1435.0,diagrams,conda-forge/diagrams,,,201719.0,https://pypi.org/project/diagrams,2023-10-30 14:10:21.000,43.0,197889.0,https://anaconda.org/conda-forge/diagrams,2023-10-30 17:06:42.710,180036.0,3.0,,,,,,,,,,,,,,,,,,
+171,Records,kennethreitz/records,SQL for Humans.,,db-clients,https://github.com/kennethreitz/records,https://github.com/kennethreitz/records,ISC,2014-12-24 15:20:23.000,2024-03-30 12:46:10.232,2024-03-30 00:01:36,370.0,27.0,570,186.0,90.0,43.0,90.0,7096,2024-03-29 23:53:56.000,0.6.0,13.0,50.0,32,True,1339.0,1157.0,records,conda-forge/records,,,210417.0,https://pypi.org/project/records,2024-03-29 23:50:56.000,182.0,209697.0,https://anaconda.org/conda-forge/records,2024-03-30 12:46:10.232,25226.0,3.0,,,,,,,,,,,,,,,,,,
+172,TinyDB,msiemens/tinydb,TinyDB is a lightweight document oriented database optimized for your happiness :).,,data-containers,https://github.com/msiemens/tinydb,https://github.com/msiemens/tinydb,MIT,2013-07-12 23:31:13.000,2024-02-20 16:22:32.000,2023-07-24 18:53:19,697.0,,512,107.0,160.0,18.0,292.0,6515,2023-06-12 19:08:02.174,4.8.0,68.0,82.0,32,True,14003.0,13040.0,tinydb,conda-forge/tinydb,,,558562.0,https://pypi.org/project/tinydb,2023-06-12 19:08:02.174,963.0,554427.0,https://anaconda.org/conda-forge/tinydb,2023-06-12 22:06:12.645,388773.0,2.0,,,,,,,,,,,,,,,,,,
+173,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 16:52:10.000,2024-04-25 10:45:42.000,2024-04-25 10:45:42,1198.0,5.0,343,43.0,503.0,507.0,512.0,4240,2023-08-11 03:44:09.000,0.20.0,151.0,128.0,32,True,7623.0,7519.0,tortoise-orm,conda-forge/tortoise-orm,,13.0,127857.0,https://pypi.org/project/tortoise-orm,2023-08-11 03:44:09.000,104.0,127349.0,https://anaconda.org/conda-forge/tortoise-orm,2023-08-11 14:08:36.515,17283.0,3.0,,,,,,,,,,,,,,,,,,
+174,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 21:44:10.000,2024-04-25 08:29:35.000,2024-04-25 00:28:48,8444.0,438.0,679,82.0,1448.0,158.0,703.0,4095,2024-02-06 06:14:51.000,0.4.2,66.0,260.0,32,True,42.0,3.0,toga,,,2908.0,4252.0,https://pypi.org/project/toga,2024-02-06 06:14:51.000,36.0,4085.0,,,,2.0,@pybee/toga,https://www.npmjs.com/package/@pybee/toga,2017-04-23 05:17:57.458,3.0,6.0,,,,,,,,,,,,,
+175,keyboard,boppreh/keyboard,Hook and simulate global keyboard events on Windows and Linux.,,others,https://github.com/boppreh/keyboard,https://github.com/boppreh/keyboard,MIT,2013-05-07 22:55:07.000,2024-04-08 18:16:46.000,2023-01-31 21:17:34,775.0,,422,79.0,71.0,378.0,195.0,3683,2020-03-23 21:49:28.677,0.13.5,35.0,41.0,32,False,16920.0,16357.0,keyboard,conda-forge/keyboard,,,505812.0,https://pypi.org/project/keyboard,2020-03-23 21:49:28.677,563.0,505026.0,https://anaconda.org/conda-forge/keyboard,2023-06-16 19:26:23.252,26755.0,3.0,,,,,,,,,,,,,,,,,,
+176,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 09:25:46.000,2024-04-25 13:45:40.000,2024-04-24 11:28:23,6442.0,189.0,399,40.0,2341.0,68.0,241.0,3661,2024-04-24 13:21:19.000,0.56.4,135.0,91.0,32,True,492.0,490.0,zenml,,,1.0,12893.0,https://pypi.org/project/zenml,2024-04-24 12:54:51.000,2.0,12893.0,,,,2.0,,,,,,-1.0,,,,,,,,,,,,
+177,python-dependency-injector,ets-labs/python-dependency-injector,Dependency injection framework for Python.,,utilities,https://github.com/ets-labs/python-dependency-injector,https://github.com/ets-labs/python-dependency-injector,BSD-3-Clause,2015-01-04 13:23:05.000,2024-03-02 15:49:49.000,2022-12-19 03:14:24,1998.0,,312,53.0,206.0,209.0,359.0,3590,2022-12-19 06:54:00.875,4.41.0,288.0,29.0,32,False,3250.0,3123.0,dependency-injector,conda-forge/dependency_injector,,,1104068.0,https://pypi.org/project/dependency-injector,2022-12-19 06:54:00.875,127.0,1102706.0,https://anaconda.org/conda-forge/dependency_injector,2023-06-16 19:27:23.562,42246.0,2.0,,,,,,,,,,,,,,,,,,
+178,Pony,ponyorm/pony,Pony Object Relational Mapper.,,db-clients,https://github.com/ponyorm/pony,https://github.com/ponyorm/pony,Apache-2.0,2013-02-08 04:56:00.000,2024-03-15 17:41:17.000,2023-09-25 09:31:59,4024.0,,238,89.0,81.0,316.0,332.0,3517,2023-09-25 09:50:22.000,0.7.17,52.0,30.0,32,True,4327.0,3959.0,pony,conda-forge/pony,,97.0,160060.0,https://pypi.org/project/pony,2023-09-25 09:42:56.000,368.0,157655.0,https://anaconda.org/conda-forge/pony,2023-09-25 14:13:52.264,98623.0,3.0,,,,,,,,,,,,,,,,,,
+179,Koalas,databricks/koalas,Koalas: pandas API on Apache Spark.,,data-containers,https://github.com/databricks/koalas,https://github.com/databricks/koalas,Apache-2.0,2019-01-03 21:46:54.000,2024-03-20 15:33:34.000,2023-09-21 03:12:16,1555.0,,349,315.0,1630.0,112.0,486.0,3319,2021-10-19 22:26:46.000,1.8.2,47.0,51.0,32,True,352.0,335.0,koalas,conda-forge/koalas,"['spark', 'pandas']",1019.0,2143864.0,https://pypi.org/project/koalas,2021-10-19 22:26:05.000,17.0,2138217.0,https://anaconda.org/conda-forge/koalas,2023-06-16 16:15:24.146,332279.0,2.0,,,,,,,,,,,,,,,,,,
+180,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 14:38:36,431.0,2.0,207,57.0,154.0,97.0,78.0,2832,2024-03-26 14:40:35.000,0.7.6,26.0,67.0,32,True,9803.0,8848.0,schema,conda-forge/schema,,,16140088.0,https://pypi.org/project/schema,2024-03-26 14:40:35.000,955.0,16137390.0,https://anaconda.org/conda-forge/schema,2023-06-16 16:16:09.653,153823.0,2.0,,,,,,,,,,,,,,,,,,
+181,python-decouple,henriquebastos/python-decouple,Strict separation of config from code.,,configuration,https://github.com/HBNetwork/python-decouple,https://github.com/HBNetwork/python-decouple,MIT,2014-02-25 04:16:08.000,2024-01-20 20:30:56.000,2024-01-01 17:54:57,200.0,,190,28.0,76.0,4.0,90.0,2674,2023-03-01 19:38:11.000,3.8,12.0,36.0,32,True,131309.0,127855.0,python-decouple,conda-forge/python-decouple,,12.0,3376465.0,https://pypi.org/project/python-decouple,2023-03-01 19:40:02.580,3454.0,3375441.0,https://anaconda.org/conda-forge/python-decouple,2023-06-16 13:21:51.317,80896.0,3.0,,,,,,,,,,,,,HBNetwork/python-decouple,,,,,
+182,aiofiles,Tinche/aiofiles,File support for asyncio.,,file-path-utils,https://github.com/Tinche/aiofiles,https://github.com/Tinche/aiofiles,Apache-2.0,2015-03-29 20:28:14.000,2024-02-06 15:59:00.000,2024-02-06 15:59:00,251.0,1.0,145,36.0,66.0,49.0,66.0,2537,2023-08-11 13:31:17.000,23.2.1,15.0,36.0,32,True,143693.0,141356.0,aiofiles,conda-forge/aiofiles,,,14829902.0,https://pypi.org/project/aiofiles,2023-08-09 15:23:09.000,2337.0,14805403.0,https://anaconda.org/conda-forge/aiofiles,2023-11-02 17:29:27.974,1028995.0,3.0,,,,,,,,,,,,,,,,,,
+183,PynamoDB,pynamodb/PynamoDB,A pythonic interface to Amazons DynamoDB.,,db-clients,https://github.com/pynamodb/PynamoDB,https://github.com/pynamodb/PynamoDB,MIT,2014-01-20 02:18:35.000,2024-04-09 21:09:59.000,2024-04-09 21:09:59,837.0,4.0,429,40.0,640.0,277.0,371.0,2372,2024-01-14 15:41:37.000,6.0.0,92.0,109.0,32,True,1831.0,1668.0,pynamodb,conda-forge/pynamodb,,,2065405.0,https://pypi.org/project/pynamodb,2024-01-14 15:41:37.000,163.0,2052286.0,https://anaconda.org/conda-forge/pynamodb,2024-01-17 22:46:37.252,577275.0,3.0,,,,,,,,,,,,,,,,,,
+184,chardet,chardet/chardet,Python character encoding detector.,,text,https://github.com/chardet/chardet,https://github.com/chardet/chardet,LGPL-2.1,2012-07-26 20:30:54.000,2023-11-05 12:58:49.000,2023-08-01 19:17:09,382.0,,250,50.0,149.0,56.0,85.0,2071,2023-08-01 19:23:00.000,5.2.0,15.0,48.0,32,True,39613.0,6.0,chardet,conda-forge/chardet,,,65223072.0,https://pypi.org/project/chardet,2023-08-01 19:23:00.000,39603.0,64689109.0,https://anaconda.org/conda-forge/chardet,2023-09-23 12:04:37.819,22957415.0,2.0,@pypi/chardet,https://www.npmjs.com/package/@pypi/chardet,2017-08-20 08:18:15.011,4.0,70.0,,,,,,,,,,,,,
+185,omegaconf,omry/omegaconf,Flexible Python configuration system. The last one you will ever need.,,configuration,https://github.com/omry/omegaconf,https://github.com/omry/omegaconf,BSD-3-Clause,2018-09-03 14:59:01.000,2024-03-20 18:52:27.000,2024-02-29 16:59:55,1064.0,4.0,96,18.0,586.0,103.0,448.0,1803,2022-12-08 21:01:02.889,2.3.0,148.0,34.0,32,True,29366.0,28849.0,omegaconf,conda-forge/omegaconf,,,9679882.0,https://pypi.org/project/omegaconf,2024-02-29 17:01:39.000,517.0,9653579.0,https://anaconda.org/conda-forge/omegaconf,2023-06-16 19:17:33.055,1341488.0,3.0,,,,,,,,,,,,,,,,,,
+186,influxdb,influxdata/influxdb-python,Python client for InfluxDB.,,db-clients,https://github.com/influxdata/influxdb-python,https://github.com/influxdata/influxdb-python,MIT,2013-11-05 19:27:16.000,2024-04-18 21:45:06.000,2024-04-17 13:14:43,976.0,4.0,516,96.0,404.0,168.0,379.0,1678,2024-04-18 21:45:06.000,5.3.2,55.0,142.0,32,True,1273.0,,influxdb,conda-forge/influxdb,,,2174677.0,https://pypi.org/project/influxdb,2024-04-18 21:45:06.000,1273.0,2171738.0,https://anaconda.org/conda-forge/influxdb,2023-06-16 19:18:45.040,141075.0,3.0,,,,,,,,,,,,,,,,,,
+187,cloudpickle,cloudpipe/cloudpickle,Extended pickling support for Python objects.,,serialization,https://github.com/cloudpipe/cloudpickle,https://github.com/cloudpipe/cloudpickle,BSD-3-Clause,2015-04-13 16:33:00.000,2024-04-08 17:09:24.000,2024-04-08 17:09:24,438.0,1.0,164,30.0,283.0,86.0,168.0,1576,2023-10-16 12:58:45.000,3.0.0,39.0,59.0,32,True,3042.0,,cloudpickle,conda-forge/cloudpickle,,27.0,39797554.0,https://pypi.org/project/cloudpickle,2023-10-16 12:51:24.000,3042.0,39429355.0,https://anaconda.org/conda-forge/cloudpickle,2023-10-16 14:02:01.196,16568999.0,3.0,,,,,,,,,,,,,,,,,,
+188,holidays,dr-prodigy/python-holidays,Generate and work with holidays in Python.,,date-time-utils,https://github.com/dr-prodigy/python-holidays,https://github.com/dr-prodigy/python-holidays,MIT,2020-07-22 20:16:31.317,2024-04-16 11:44:43.589,2024-04-12 00:47:41,2339.0,82.0,434,,,,,1334,2023-06-21 16:43:02.350,0.27.1,75.0,228.0,32,True,475.0,,holidays,conda-forge/holidays,,,7123394.0,https://pypi.org/project/holidays,2024-04-15 16:48:54.000,475.0,7038656.0,https://anaconda.org/conda-forge/holidays,2024-04-16 11:44:43.589,3813214.0,3.0,,,,,,,,,,,,,,,,,,
+189,sshtunnel,pahaz/sshtunnel,SSH tunnels to remote server.,,infrastructure,https://github.com/pahaz/sshtunnel,https://github.com/pahaz/sshtunnel,MIT,2014-06-11 21:14:05.000,2024-03-10 15:20:42.000,2023-05-14 21:12:56,446.0,,183,30.0,95.0,61.0,141.0,1184,2021-01-11 13:28:44.000,0.4.0,28.0,26.0,32,True,7309.0,6966.0,sshtunnel,conda-forge/sshtunnel,,,11838016.0,https://pypi.org/project/sshtunnel,2021-01-11 13:28:30.784,343.0,11836440.0,https://anaconda.org/conda-forge/sshtunnel,2023-06-16 13:24:17.374,143497.0,3.0,,,,,,,,,,,,,,,,,,
+190,appdirs,ActiveState/appdirs,"A small Python module for determining appropriate platform-specific dirs, e.g. a user data dir.",,file-path-utils,https://github.com/ActiveState/appdirs,https://github.com/ActiveState/appdirs,MIT,2010-07-28 04:07:00.000,2023-06-16 13:15:34.114,2023-02-10 23:42:40,225.0,,97,66.0,94.0,50.0,59.0,1027,2020-05-11 08:18:45.000,1.4.4,8.0,34.0,32,False,297299.0,281966.0,appdirs,conda-forge/appdirs,,,30705036.0,https://pypi.org/project/appdirs,2020-05-11 07:59:49.000,15333.0,30599277.0,https://anaconda.org/conda-forge/appdirs,2023-06-16 13:15:34.114,10258652.0,3.0,,,,,,,,,,,,,,,,,,
+191,Bottleneck,pydata/bottleneck,Fast NumPy array functions written in C.,,data-containers,https://github.com/pydata/bottleneck,https://github.com/pydata/bottleneck,BSD-2-Clause,2010-11-27 23:21:22.000,2024-04-18 23:44:51.000,2024-04-18 23:44:51,1275.0,2.0,104,32.0,210.0,49.0,194.0,1007,2024-02-25 01:29:56.000,1.3.8,40.0,30.0,32,True,48881.0,47194.0,Bottleneck,conda-forge/bottleneck,,,1070087.0,https://pypi.org/project/Bottleneck,2024-02-25 01:29:56.000,1687.0,974863.0,https://anaconda.org/conda-forge/bottleneck,2024-02-26 20:39:40.596,3999416.0,2.0,,,,,,,,,,,,,,,,,,
+192,Intake,intake/intake,"Intake is a lightweight package for finding, investigating, loading and disseminating data.",,data-loading,https://github.com/intake/intake,https://github.com/intake/intake,BSD-2-Clause,2017-08-14 20:44:22.000,2024-04-24 22:56:59.849,2024-04-24 15:25:32,2178.0,67.0,138,42.0,433.0,104.0,263.0,980,2024-04-24 15:26:55.000,2.0.5,35.0,86.0,32,True,2367.0,2231.0,intake,conda-forge/intake,,,76636.0,https://pypi.org/project/intake,2024-04-24 15:26:55.000,136.0,64310.0,https://anaconda.org/conda-forge/intake,2024-04-24 22:56:59.849,567004.0,2.0,,,,,,,,,,,,,,,,,,
+193,anytree,c0fec0de/anytree,Python tree data library.,,data-structures,https://github.com/c0fec0de/anytree,https://github.com/c0fec0de/anytree,Apache-2.0,2016-08-27 09:42:38.000,2024-04-02 08:53:45.000,2023-11-16 21:49:07,517.0,,125,24.0,72.0,26.0,162.0,900,2023-11-16 21:53:00.000,2.12.1,36.0,29.0,32,True,19277.0,18919.0,anytree,conda-forge/anytree,,,1472364.0,https://pypi.org/project/anytree,2023-11-16 21:53:00.000,358.0,1471559.0,https://anaconda.org/conda-forge/anytree,2023-06-16 19:18:51.552,38682.0,2.0,,,,,,,,,,,,,,,,,,
+194,wcwidth,jquast/wcwidth,Python library that measures the width of unicode strings rendered to a terminal.,,cli-helpers,https://github.com/jquast/wcwidth,https://github.com/jquast/wcwidth,MIT,2014-04-05 09:57:11.000,2024-04-12 03:05:39.000,2024-02-14 20:05:06,355.0,1.0,55,13.0,72.0,13.0,39.0,375,2024-01-06 02:17:06.000,0.2.13,25.0,19.0,32,True,550006.0,536348.0,wcwidth,conda-forge/wcwidth,,,65794962.0,https://pypi.org/project/wcwidth,2024-01-06 02:10:55.000,13658.0,65264997.0,https://anaconda.org/conda-forge/wcwidth,2024-01-08 16:30:23.823,24378434.0,3.0,,,,,,,,,,,,,,,,,,
+195,importlib-resources,python/importlib_resources,Backport of the importlib.resources module.,,inspect,https://github.com/python/importlib_resources,https://github.com/python/importlib_resources,Apache-2.0,2020-05-18 12:28:24.318,2024-04-24 15:43:16.000,2024-04-24 15:42:34,948.0,75.0,40,12.0,62.0,1.0,244.0,58,2024-03-21 13:42:43.000,6.4.0,73.0,44.0,32,False,1887.0,,importlib-resources,conda-forge/importlib_resources,,,81415232.0,https://pypi.org/project/importlib-resources,2024-03-21 13:42:33.000,1887.0,80998647.0,https://anaconda.org/conda-forge/importlib_resources,2024-03-21 17:11:40.892,19579497.0,2.0,,,,,,,,,,,,,,,,,,
+196,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 21:37:12.000,2024-04-07 16:45:42.000,2023-03-04 17:45:05,299.0,,565,133.0,194.0,187.0,347.0,6167,2023-02-20 20:34:01.455,0.16.0,41.0,46.0,31,False,7307.0,7221.0,eel,,,,68025.0,https://pypi.org/project/eel,2022-12-09 20:47:00.608,86.0,68025.0,,,,3.0,,,,,,,,,,,,,python-eel/Eel,,,,,
+197,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 23:05:17,2693.0,3.0,856,168.0,745.0,18.0,962.0,5710,2024-02-27 23:00:37.000,0.10.0,22.0,81.0,31,True,520.0,506.0,snorkel,conda-forge/snorkel,,1088.0,30684.0,https://pypi.org/project/snorkel,2024-02-27 22:57:29.000,14.0,29372.0,https://anaconda.org/conda-forge/snorkel,2024-02-28 03:09:24.835,48122.0,3.0,,,,,,,,,,,,,,,,,,
+198,transitions,pytransitions/transitions,"A lightweight, object-oriented finite state machine implementation in Python with many extensions.",,algorithms,https://github.com/pytransitions/transitions,https://github.com/pytransitions/transitions,MIT,2014-10-12 20:59:09.000,2024-04-14 12:28:56.000,2023-09-20 06:18:21,1023.0,,515,94.0,188.0,22.0,432.0,5359,2022-09-02 09:48:52.000,0.9.0,47.0,76.0,31,True,3700.0,3420.0,transitions,conda-forge/transitions,,,647479.0,https://pypi.org/project/transitions,2022-09-02 09:48:52.000,280.0,636641.0,https://anaconda.org/conda-forge/transitions,2023-06-16 16:15:31.911,628650.0,1.0,,,,,,,,,,,,,,,,,,
+199,returns,dry-python/returns,"Make your functions return something meaningful, typed, and safe!.",,utilities,https://github.com/dry-python/returns,https://github.com/dry-python/returns,BSD-2-Clause,2019-01-26 13:08:38.000,2024-04-24 14:53:20.000,2024-04-22 21:31:28,1796.0,48.0,106,44.0,1416.0,66.0,354.0,3280,2023-08-26 13:41:44.000,0.22.0,25.0,49.0,31,True,602.0,543.0,returns,conda-forge/returns,,,154119.0,https://pypi.org/project/returns,2023-08-26 13:41:44.000,59.0,153866.0,https://anaconda.org/conda-forge/returns,2023-08-28 19:31:50.302,8873.0,3.0,,,,,,,,,,,,,,,,,,
+200,Blaze,blaze/blaze,NumPy and Pandas interface to Big Data.,,data-containers,https://github.com/blaze/blaze,https://github.com/blaze/blaze,BSD-3-Clause,2012-10-26 14:25:22.000,2023-09-29 10:03:58.000,2019-08-15 21:14:59,7496.0,,388,195.0,944.0,264.0,502.0,3181,2021-12-15 15:22:54.705,0.6.0,14.0,67.0,31,False,10045.0,9227.0,blaze,conda-forge/blaze,,,44281.0,https://pypi.org/project/blaze,2021-12-15 15:22:54.705,818.0,41747.0,https://anaconda.org/conda-forge/blaze,2023-06-16 13:21:36.637,202738.0,3.0,,,,,,,,,,,,,,,,,,
+201,mrjob,Yelp/mrjob,Run MapReduce jobs on Hadoop or Amazon Web Services.,,data-pipelines,https://github.com/Yelp/mrjob,https://github.com/Yelp/mrjob,Apache-2.0,2010-10-13 18:35:21.000,2023-06-16 13:18:55.628,2020-11-16 22:20:52,8622.0,,608,111.0,921.0,211.0,1093.0,2612,2021-12-15 14:47:15.579,0.4.0,62.0,145.0,31,False,1559.0,1445.0,mrjob,conda-forge/mrjob,,,117317.0,https://pypi.org/project/mrjob,2021-12-15 14:47:15.579,114.0,111575.0,https://anaconda.org/conda-forge/mrjob,2023-06-16 13:18:55.628,522606.0,2.0,,,,,,,,,,,,,,,,,,
+202,SDV,sdv-dev/SDV,Synthetic data generation for tabular data.,,data-loading,https://github.com/sdv-dev/SDV,https://github.com/sdv-dev/SDV,SSPL-1.0,2018-05-11 15:56:50.000,2024-04-25 13:02:53.000,2024-04-24 15:39:23,1589.0,102.0,281,40.0,747.0,141.0,1021.0,2135,2024-04-19 20:15:49.000,1.12.1,129.0,49.0,31,False,414.0,391.0,sdv,conda-forge/sdv,,,57717.0,https://pypi.org/project/sdv,2024-04-19 20:14:27.000,23.0,57085.0,https://anaconda.org/conda-forge/sdv,2024-04-19 21:58:51.761,17712.0,3.0,,,,,,,,,,,,,,,,,,
+203,humanize,jmoiron/humanize,python humanize functions.,,text,https://github.com/jmoiron/humanize,https://github.com/jmoiron/humanize,MIT,2011-10-07 23:44:01.000,2023-11-21 23:08:24.916,2022-06-13 13:14:58,512.0,,189,26.0,184.0,,80.0,1672,2023-11-21 19:53:26.000,4.9.0,48.0,63.0,31,False,2137.0,,humanize,conda-forge/humanize,,,7684235.0,https://pypi.org/project/humanize,2023-11-21 19:53:26.000,2137.0,7672577.0,https://anaconda.org/conda-forge/humanize,2023-11-21 23:08:24.916,536299.0,3.0,,,,,,,,,,,,,,,,,,
+204,pygsheets,nithinmurali/pygsheets,Google Sheets Python API v4.,,db-clients,https://github.com/nithinmurali/pygsheets,https://github.com/nithinmurali/pygsheets,MIT,2016-06-06 17:20:44.000,2024-01-14 23:04:32.000,2024-01-14 23:04:32,1101.0,,218,47.0,180.0,58.0,337.0,1484,2022-11-30 17:34:49.000,2.0.6,18.0,91.0,31,True,2545.0,2446.0,pygsheets,,,,1775853.0,https://pypi.org/project/pygsheets,2022-11-30 17:29:01.641,99.0,1775853.0,,,,3.0,,,,,,,,,,,,,,,,,,
+205,bidict,jab/bidict,The bidirectional mapping library for Python.,,data-structures,https://github.com/jab/bidict,https://github.com/jab/bidict,MPL-2.0,2014-09-23 14:00:27.000,2024-04-22 21:42:07.000,2024-04-22 21:41:38,697.0,34.0,63,16.0,249.0,1.0,59.0,1402,2024-02-18 19:11:22.000,0.23.1,43.0,15.0,31,True,25067.0,24527.0,bidict,conda-forge/bidict,,51.0,2233963.0,https://pypi.org/project/bidict,2024-02-18 19:09:04.000,540.0,2225130.0,https://anaconda.org/conda-forge/bidict,2024-02-18 23:20:30.644,397489.0,2.0,,,,,,,,,,,,,,,,,,
+206,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 20:16:53.000,2024-04-11 12:31:08.000,2023-06-25 23:23:50,1269.0,,256,19.0,215.0,31.0,302.0,900,2023-03-28 20:22:05.218,1.5.29,141.0,56.0,31,True,6503.0,6177.0,fastcore,conda-forge/fastcore,,,1494446.0,https://pypi.org/project/fastcore,2023-03-28 20:22:05.218,326.0,1491889.0,https://anaconda.org/conda-forge/fastcore,2023-06-16 19:28:19.001,71620.0,3.0,,,,,,,,,,,,,,,,,,
+207,cx-Oracle,oracle/python-cx_Oracle,Python interface to Oracle Database now superseded by python-oracledb.,,db-clients,https://github.com/oracle/python-cx_Oracle,https://github.com/oracle/python-cx_Oracle,BSD-3-Clause,2017-03-07 04:03:36.000,2023-10-18 13:21:57.000,2023-08-17 00:33:24,1178.0,,362,75.0,22.0,32.0,620.0,877,2023-07-20 16:04:57.864,5.0.2,55.0,17.0,31,True,8576.0,8214.0,cx-Oracle,conda-forge/cx_oracle,,,3948758.0,https://pypi.org/project/cx-Oracle,2023-07-20 16:04:57.864,362.0,3936495.0,https://anaconda.org/conda-forge/cx_oracle,2023-09-24 12:56:34.597,551838.0,3.0,,,,,,,,,,,,,,,,,,
+208,param,holoviz/param,Param: Make your Python code clearer and more reliable by declaring Parameters.,,data-validation,https://github.com/holoviz/param,https://github.com/holoviz/param,BSD-3-Clause,2012-05-01 11:51:08.000,2024-04-19 16:34:04.000,2024-03-22 08:42:09,886.0,11.0,67,19.0,491.0,150.0,293.0,398,2024-03-22 08:44:21.000,2.1.0,93.0,36.0,31,True,10911.0,10749.0,param,conda-forge/param,,,557724.0,https://pypi.org/project/param,2024-03-22 08:44:15.000,162.0,520966.0,https://anaconda.org/conda-forge/param,2024-03-22 10:24:57.844,1543868.0,3.0,,,,,,,,,,,,,,,,,,
+209,tzlocal,regebro/tzlocal,A Python module that tries to figure out what your local timezone is.,,date-time-utils,https://github.com/regebro/tzlocal,https://github.com/regebro/tzlocal,MIT,2012-09-11 12:34:21.000,2023-12-08 07:11:16.000,2023-12-08 07:11:16,316.0,,60,7.0,76.0,2.0,81.0,183,2023-06-21 14:09:09.912,4.3.1,47.0,31.0,31,True,165820.0,161872.0,tzlocal,conda-forge/tzlocal,,,48905019.0,https://pypi.org/project/tzlocal,2023-10-22 17:41:36.000,3948.0,48823167.0,https://anaconda.org/conda-forge/tzlocal,2023-10-22 22:23:29.297,2619265.0,3.0,,,,,,,,,,,,,,,,,,
+210,google-cloud-bigtable,googleapis/python-bigtable,Google Cloud Bigtable API client library.,,db-clients,https://github.com/googleapis/python-bigtable,https://github.com/googleapis/python-bigtable,Apache-2.0,2019-12-10 00:09:10.000,2024-04-23 20:02:22.000,2024-04-15 17:53:42,808.0,16.0,51,50.0,734.0,43.0,189.0,64,2024-04-15 17:56:33.000,2.23.1,78.0,70.0,31,False,3553.0,3534.0,google-cloud-bigtable,conda-forge/google-cloud-bigtable,,,6317768.0,https://pypi.org/project/google-cloud-bigtable,2024-04-15 17:56:33.000,19.0,6314927.0,https://anaconda.org/conda-forge/google-cloud-bigtable,2024-04-16 08:52:17.559,107972.0,3.0,,,,,,,,,,,,,,,,,,
+211,Gooey,chriskiehl/Gooey,Turn (almost) any Python command line program into a full GUI application with one line.,,gui-dev,https://github.com/chriskiehl/Gooey,https://github.com/chriskiehl/Gooey,MIT,2014-01-01 21:06:05.000,2024-02-21 16:05:35.000,2022-05-08 04:08:19,743.0,,998,282.0,300.0,164.0,464.0,20358,2021-12-15 16:29:29.533,0.8.7,58.0,103.0,30,False,996.0,904.0,gooey,conda-forge/gooey,,617.0,7226.0,https://pypi.org/project/gooey,2022-01-29 23:10:33.000,92.0,5936.0,https://anaconda.org/conda-forge/gooey,2023-06-16 16:15:20.617,75471.0,3.0,,,,,,,,,,,,,,,,,,
+212,Vaex,vaexio/vaex,"Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a..",,data-containers,https://github.com/vaexio/vaex,https://github.com/vaexio/vaex,MIT,2014-09-27 09:44:42.000,2024-04-05 06:36:49.000,2023-07-21 10:40:58,3636.0,,592,144.0,970.0,500.0,775.0,8171,2023-07-21 10:41:31.000,4.17.0,69.0,72.0,30,True,764.0,729.0,vaex,conda-forge/vaex,,280.0,23527.0,https://pypi.org/project/vaex,2023-07-21 10:41:31.000,35.0,21507.0,https://anaconda.org/conda-forge/vaex,2023-06-16 13:20:19.053,181690.0,3.0,,,,,,,,,,,,,,,,,,
+213,dataset,pudo/dataset,"Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.",,db-clients,https://github.com/pudo/dataset,https://github.com/pudo/dataset,MIT,2013-04-01 14:57:55.000,2023-09-06 13:18:04.000,2023-07-12 08:51:27,712.0,,296,102.0,139.0,34.0,263.0,4720,2023-07-12 08:56:00.739,1.6.2,57.0,78.0,30,True,4402.0,3817.0,dataset,conda-forge/dataset,,,116598.0,https://pypi.org/project/dataset,2023-07-12 08:56:00.739,585.0,116373.0,https://anaconda.org/conda-forge/dataset,2023-07-12 10:39:31.317,8338.0,3.0,,,,,,,,,,,,,,,,,,
+214,Arctic,man-group/arctic,Arctic is a high performance datastore for numeric data.,,data-containers,https://github.com/man-group/arctic,https://github.com/man-group/arctic,LGPL-2.1,2015-05-29 13:37:30.000,2024-04-08 16:35:28.000,2024-04-08 16:35:28,1185.0,12.0,590,174.0,470.0,96.0,477.0,3030,2024-02-06 09:00:23.000,1.82.2,96.0,85.0,30,False,277.0,243.0,arctic,conda-forge/arctic,,212.0,4656.0,https://pypi.org/project/arctic,2024-02-06 09:00:23.000,34.0,3282.0,https://anaconda.org/conda-forge/arctic,2024-02-15 20:53:28.617,31569.0,3.0,,,,,,,,,,,,,,,,,,
+215,pyinfra,Fizzadar/pyinfra,pyinfra automates infrastructure using Python. Its fast and scales from one server to thousands. Great for ad-hoc..,,infrastructure,https://github.com/pyinfra-dev/pyinfra,https://github.com/pyinfra-dev/pyinfra,MIT,2014-10-19 19:37:45.000,2024-04-22 09:45:42.000,2024-04-13 11:15:55,3970.0,21.0,324,37.0,348.0,152.0,558.0,2643,2024-02-25 20:40:20.000,2.9.2,214.0,107.0,30,True,120.0,108.0,pyinfra,,,,36572.0,https://pypi.org/project/pyinfra,2024-02-25 20:40:01.000,12.0,36572.0,,,,3.0,,,,,,,,,,,,,pyinfra-dev/pyinfra,,,,,
+216,schematics,schematics/schematics,Python Data Structures for Humans.,,data-validation,https://github.com/schematics/schematics,https://github.com/schematics/schematics,BSD-3-Clause,2010-12-27 02:25:29.000,2023-07-12 06:21:13.000,2021-08-17 21:08:10,1420.0,,290,62.0,305.0,107.0,239.0,2571,2021-08-17 21:16:54.000,2.1.1,24.0,119.0,30,False,2000.0,1611.0,schematics,conda-forge/schematics,,,301651.0,https://pypi.org/project/schematics,2021-08-17 21:16:54.000,389.0,301192.0,https://anaconda.org/conda-forge/schematics,2023-06-16 16:16:00.762,26166.0,3.0,,,,,,,,,,,,,,,,,,
+217,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 23:25:32.000,2024-04-25 01:08:26.000,2024-04-22 16:54:11,864.0,37.0,116,32.0,1088.0,10.0,411.0,2544,2024-04-17 20:18:36.000,1.3.30,328.0,32.0,30,True,254.0,248.0,whylogs,,,34.0,319257.0,https://pypi.org/project/whylogs,2024-04-17 20:19:14.000,6.0,319256.0,,,,2.0,,,,,,,,,,,,,,,,,,
+218,datasketch,ekzhu/datasketch,"MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW.",,data-containers,https://github.com/ekzhu/datasketch,https://github.com/ekzhu/datasketch,MIT,2015-03-20 01:21:46.000,2024-03-26 19:24:41.000,2024-03-26 19:24:40,237.0,4.0,283,48.0,77.0,50.0,115.0,2347,2023-10-03 10:00:24.000,1.6.4,86.0,30.0,30,True,1258.0,1188.0,datasketch,,,25.0,3225571.0,https://pypi.org/project/datasketch,2023-10-03 10:00:24.000,70.0,3225571.0,,,,3.0,,,,,,,,,,,,,,,,,,
+219,pyfilesystem2,pyfilesystem/pyfilesystem2,Pythons Filesystem abstraction layer.,,file-path-utils,https://github.com/PyFilesystem/pyfilesystem2,https://github.com/PyFilesystem/pyfilesystem2,MIT,2016-10-14 15:05:27.000,2024-04-15 23:37:20.000,2022-10-18 10:59:07,785.0,,180,42.0,219.0,108.0,274.0,1948,2023-07-20 15:36:08.195,0.3.0,88.0,47.0,30,False,637.0,,fs,conda-forge/fs,,,2757357.0,https://pypi.org/project/fs,2023-07-20 15:36:08.195,637.0,2748186.0,https://anaconda.org/conda-forge/fs,2023-06-16 13:24:46.417,724575.0,3.0,,,,,,,,,,,,,,,,,,
+220,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 18:24:42.000,2024-04-19 20:19:16.000,2024-04-01 15:26:34,391.0,15.0,151,35.0,237.0,59.0,150.0,1912,2024-04-01 15:27:24.000,0.26.0b1,60.0,60.0,30,True,605.0,584.0,arq,conda-forge/arq,,,93316.0,https://pypi.org/project/arq,2024-04-01 18:00:04.000,21.0,93045.0,https://anaconda.org/conda-forge/arq,2023-06-16 19:25:38.090,9769.0,2.0,,,,,,,,,,,,,,,,,,
+221,questionary,tmbo/questionary,"Python library to build pretty command line user prompts Easy to use multi-select lists, confirmations, free text..",,cli-helpers,https://github.com/tmbo/questionary,https://github.com/tmbo/questionary,MIT,2018-12-01 17:55:17.000,2024-04-12 02:31:53.000,2024-01-12 09:43:33,550.0,,81,23.0,236.0,37.0,99.0,1417,2023-09-08 12:19:01.000,2.0.1,22.0,40.0,30,True,12474.0,12056.0,questionary,conda-forge/questionary,,,1641107.0,https://pypi.org/project/questionary,2023-09-08 12:19:01.000,418.0,1639336.0,https://anaconda.org/conda-forge/questionary,2023-09-10 15:33:11.642,70870.0,3.0,,,,,,,,,,,,,,,,,,
+222,aiocache,aio-libs/aiocache,"Asyncio cache manager for redis, memcached and memory.",,caching,https://github.com/aio-libs/aiocache,https://github.com/aio-libs/aiocache,BSD-3-Clause,2016-09-30 09:25:51.000,2024-04-24 18:47:25.000,2024-04-24 18:47:24,660.0,31.0,141,22.0,560.0,38.0,256.0,1022,2023-08-06 20:31:23.000,0.12.2,44.0,44.0,30,True,2298.0,2159.0,aiocache,,,16.0,585422.0,https://pypi.org/project/aiocache,2023-08-06 20:31:21.000,139.0,585422.0,,,,2.0,,,,,,,,,,,,,,,,,,
+223,python-email-validator,JoshData/python-email-validator,A robust email syntax and deliverability validation library for Python.,,data-validation,https://github.com/JoshData/python-email-validator,https://github.com/JoshData/python-email-validator,Unlicense,2015-04-20 02:46:34.000,2024-04-19 14:57:14.000,2024-04-19 14:55:47,202.0,16.0,147,26.0,48.0,11.0,85.0,1012,2024-02-26 22:09:57.000,2.1.1,29.0,23.0,30,True,479.0,,email-validator,conda-forge/email-validator,,,12317796.0,https://pypi.org/project/email-validator,2024-02-26 22:09:57.000,479.0,12314192.0,https://anaconda.org/conda-forge/email-validator,2024-02-27 09:03:46.232,162204.0,3.0,,,,,,,,,,,,,,,,,,
+224,pyahocorasick,WojciechMula/pyahocorasick,Python module (C extension and plain python) implementing Aho-Corasick algorithm.,,text,https://github.com/WojciechMula/pyahocorasick,https://github.com/WojciechMula/pyahocorasick,BSD-3-Clause,2013-05-30 19:55:46.000,2024-03-21 16:14:48.514,2024-03-21 10:53:44,530.0,10.0,120,22.0,63.0,24.0,106.0,888,2024-03-21 13:30:45.000,2.1.0,30.0,30.0,30,True,2839.0,2709.0,pyahocorasick,conda-forge/pyahocorasick,,31.0,872934.0,https://pypi.org/project/pyahocorasick,2024-03-21 13:27:31.000,130.0,867835.0,https://anaconda.org/conda-forge/pyahocorasick,2024-03-21 16:14:48.514,214106.0,3.0,,,,,,,,,,,,,,,,,,
+225,natsort,SethMMorton/natsort,Simple yet flexible natural sorting in Python.,,utilities,https://github.com/SethMMorton/natsort,https://github.com/SethMMorton/natsort,MIT,2012-05-03 02:58:47.000,2024-03-04 16:27:59.000,2024-03-04 16:27:40,1010.0,4.0,49,16.0,76.0,2.0,92.0,857,2023-06-20 04:19:05.975,8.4.0,59.0,22.0,30,True,29552.0,28177.0,natsort,conda-forge/natsort,,,4722838.0,https://pypi.org/project/natsort,2023-06-20 04:19:05.975,1375.0,4684419.0,https://anaconda.org/conda-forge/natsort,2023-06-20 12:15:21.880,1575210.0,3.0,,,,,,,,,,,,,,,,,,
+226,cached-property,pydanny/cached-property,A decorator for caching properties in classes.,,caching,https://github.com/pydanny/cached-property,https://github.com/pydanny/cached-property,BSD-3-Clause,2014-05-17 22:42:24.000,2024-04-23 20:21:46.000,2020-10-21 17:48:31,219.0,,77,16.0,281.0,46.0,25.0,683,2020-09-21 21:24:10.000,1.5.2,17.0,23.0,30,False,47842.0,45683.0,cached-property,conda-forge/cached-property,,,15583727.0,https://pypi.org/project/cached-property,2020-09-21 18:39:25.000,2159.0,15468851.0,https://anaconda.org/conda-forge/cached-property,2023-06-16 13:24:56.403,9764523.0,2.0,,,,,,,,,,,,,,,,,,
+227,pysolr,django-haystack/pysolr,Pysolr Python Solr client.,,db-clients,https://github.com/django-haystack/pysolr,https://github.com/django-haystack/pysolr,BSD-3-Clause,2009-07-01 17:54:08.000,2024-04-23 05:13:53.000,2024-04-23 05:13:52,580.0,12.0,358,36.0,314.0,27.0,126.0,659,2020-04-17 20:27:24.000,3.9.0,37.0,72.0,30,True,4671.0,3388.0,pysolr,conda-forge/pysolr,,,320693.0,https://pypi.org/project/pysolr,2023-10-13 15:38:59.000,1283.0,320310.0,https://anaconda.org/conda-forge/pysolr,2023-06-16 13:19:59.904,32968.0,3.0,,,,,,,,,,,,,,,,,,
+228,rsa,sybrenstuvel/python-rsa,Python-RSA is a pure-Python RSA implementation.,,cryptography,https://github.com/sybrenstuvel/python-rsa,https://github.com/sybrenstuvel/python-rsa,Apache-2.0,2016-01-21 12:53:34.000,2024-01-30 12:10:45.000,2024-01-30 12:10:45,603.0,4.0,106,11.0,116.0,22.0,107.0,471,2021-02-24 10:55:03.000,4.7.2,36.0,43.0,30,True,7264.0,,rsa,conda-forge/rsa,,,187857704.0,https://pypi.org/project/rsa,2022-07-20 10:30:05.832,7264.0,187710635.0,https://anaconda.org/conda-forge/rsa,2023-06-16 13:14:30.533,13677481.0,3.0,,,,,,,,,,,,,,,,,,
+229,algorithms,keon/algorithms,Minimal examples of data structures and algorithms in Python.,,algorithms,https://github.com/keon/algorithms,https://github.com/keon/algorithms,MIT,2016-11-17 22:32:08.000,2024-04-14 05:21:06.000,2024-02-05 23:03:25,958.0,4.0,4562,630.0,758.0,203.0,100.0,23550,2020-10-04 14:44:02.000,0.1.4,5.0,202.0,29,True,122.0,105.0,algorithms,conda-forge/algorithms,,,1619.0,https://pypi.org/project/algorithms,2020-10-04 14:44:02.000,17.0,1562.0,https://anaconda.org/conda-forge/algorithms,2023-06-16 19:25:42.098,2076.0,3.0,,,,,,,,,,,,,,,,,,
+230,faust,robinhood/faust,Python Stream Processing.,,data-pipelines,https://github.com/robinhood/faust,https://github.com/robinhood/faust,BSD-3-Clause,2017-03-08 18:36:11.000,2023-11-23 18:02:37.000,2023-02-23 18:42:48,4138.0,,536,141.0,293.0,276.0,244.0,6675,2020-02-25 22:58:45.202,1.10.4,46.0,95.0,29,False,1906.0,1876.0,faust,,,,16123.0,https://pypi.org/project/faust,2020-02-25 22:58:45.202,30.0,16123.0,,,,3.0,,,,,,,,,,,,,,,,,,
+231,huey,coleifer/huey,a little task queue for python.,,data-pipelines,https://github.com/coleifer/huey,https://github.com/coleifer/huey,MIT,2011-11-03 16:39:43.000,2024-04-04 14:35:18.000,2024-04-04 14:33:23,992.0,1.0,380,85.0,176.0,,614.0,4890,2023-09-22 15:18:12.000,2.5.0,67.0,67.0,29,True,1634.0,1451.0,huey,conda-forge/huey,,,99148.0,https://pypi.org/project/huey,2023-09-20 12:48:32.000,183.0,98680.0,https://anaconda.org/conda-forge/huey,2023-06-16 16:09:17.692,33720.0,3.0,,,,,,,,,,,,,,,,,,
+232,asciimatics,peterbrittain/asciimatics,"A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII..",,cli-helpers,https://github.com/peterbrittain/asciimatics,https://github.com/peterbrittain/asciimatics,Apache-2.0,2015-04-15 20:18:41.000,2024-04-24 11:43:14.000,2024-04-24 11:42:17,1136.0,2.0,242,64.0,89.0,22.0,274.0,3528,2023-10-25 15:29:54.000,1.15.0,24.0,45.0,29,True,1104.0,982.0,asciimatics,conda-forge/asciimatics,,,22325.0,https://pypi.org/project/asciimatics,2023-10-25 15:19:05.000,122.0,18787.0,https://anaconda.org/conda-forge/asciimatics,2023-10-25 21:59:55.078,148619.0,3.0,,,,,,,,,,,,,,,,,,
+233,ploomber,ploomber/ploomber,"The fastest way to build data pipelines. Develop iteratively, deploy anywhere.",,data-pipelines,https://github.com/ploomber/ploomber,https://github.com/ploomber/ploomber,Apache-2.0,2020-01-20 20:13:06.000,2024-04-09 07:56:15.000,2024-02-20 18:10:39,3054.0,6.0,225,29.0,297.0,99.0,763.0,3374,2024-02-08 01:24:17.000,0.23.2,116.0,80.0,29,True,136.0,129.0,ploomber,conda-forge/ploomber,,,10504.0,https://pypi.org/project/ploomber,2024-02-08 01:24:17.000,7.0,7990.0,https://anaconda.org/conda-forge/ploomber,2024-02-09 04:33:54.315,85477.0,3.0,,,,,,,,,,,,,,,,,,
+234,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 00:44:57.000,2024-04-12 09:38:57.000,2024-04-12 06:15:34,993.0,2.0,141,71.0,74.0,9.0,72.0,3272,2018-06-30 04:16:20.000,1.10.3,51.0,33.0,29,True,11393.0,10739.0,funcy,conda-forge/funcy,,,1406762.0,https://pypi.org/project/funcy,2023-03-28 06:24:02.835,654.0,1401921.0,https://anaconda.org/conda-forge/funcy,2023-06-16 13:23:43.902,421240.0,3.0,,,,,,,,,,,,,,,,,,
+235,addict,mewwts/addict,The Python Dict thats better than heroin.,,data-structures,https://github.com/mewwts/addict,https://github.com/mewwts/addict,MIT,2014-12-10 06:55:25.000,2023-06-16 13:23:44.905,2021-01-05 07:16:38,229.0,,127,57.0,73.0,15.0,64.0,2433,2020-11-21 16:21:29.000,2.4.0,31.0,31.0,29,False,9729.0,9312.0,addict,conda-forge/addict,,21.0,3067935.0,https://pypi.org/project/addict,2020-11-21 16:21:29.000,417.0,3063244.0,https://anaconda.org/conda-forge/addict,2023-06-16 13:23:44.905,436307.0,2.0,,,,,,,,,,,,,,,,,,
+236,pyscaffold,pyscaffold/pyscaffold,Python project template generator with batteries included.,,others,https://github.com/pyscaffold/pyscaffold,https://github.com/pyscaffold/pyscaffold,MIT,2014-04-02 07:01:57.000,2024-04-15 17:07:17.000,2023-06-20 15:54:36,2284.0,,177,38.0,374.0,38.0,264.0,2009,2023-06-20 16:24:20.000,4.5,181.0,58.0,29,True,62.0,,pyscaffold,conda-forge/pyscaffold,,,801911.0,https://pypi.org/project/pyscaffold,2023-06-20 16:26:01.674,62.0,797353.0,https://anaconda.org/conda-forge/pyscaffold,2023-06-26 09:14:52.945,182333.0,3.0,,,,,,,,,,,,,,,,,,
+237,glom,mahmoud/glom,"Pythons nested data operator (and CLI), for all your declarative restructuring needs. Got data? Glom it!.",,data-structures,https://github.com/mahmoud/glom,https://github.com/mahmoud/glom,BSD-3-Clause,2018-04-18 06:03:24.000,2024-01-30 09:45:56.000,2024-01-12 18:17:04,1027.0,,60,22.0,110.0,113.0,78.0,1827,2023-11-27 00:23:41.000,23.5.0,26.0,23.0,29,True,1625.0,1495.0,glom,conda-forge/glom,,,1996457.0,https://pypi.org/project/glom,2023-11-27 00:23:41.000,130.0,1995727.0,https://anaconda.org/conda-forge/glom,2023-11-27 03:39:19.967,32130.0,2.0,,,,,,,,,,,,,,,,,,
+238,mleap,combust/mleap,MLeap: Deploy ML Pipelines to Production.,,data-pipelines,https://github.com/combust/mleap,https://github.com/combust/mleap,Apache-2.0,2016-08-23 03:51:03.000,2023-11-15 02:56:51.594,2023-11-14 16:46:40,1033.0,,316,69.0,401.0,110.0,367.0,1494,2023-11-14 16:59:33.000,0.23.1,15.0,85.0,29,True,250.0,225.0,mleap,conda-forge/mleap,,,176806.0,https://pypi.org/project/mleap,2023-11-14 16:56:53.000,25.0,175112.0,https://anaconda.org/conda-forge/mleap,2023-11-15 02:56:51.594,79627.0,3.0,,,,,,,,,,,,,,,,,,
+239,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 11:13:40.000,2024-04-22 17:02:12.000,2024-04-01 20:46:50,868.0,34.0,48,12.0,291.0,9.0,93.0,1407,2024-03-04 23:25:39.000,0.33.2,65.0,7.0,29,True,1682.0,1640.0,python-benedict,conda-forge/python-benedict,,,617393.0,https://pypi.org/project/python-benedict,2024-03-04 23:25:39.000,42.0,613651.0,https://anaconda.org/conda-forge/python-benedict,2024-03-05 07:34:03.986,153450.0,2.0,,,,,,,,,,,,,,,,,,
+240,piccolos,piccolo-orm/piccolo,"A fast, user friendly ORM and query builder which supports asyncio.",,db-clients,https://github.com/piccolo-orm/piccolo,https://github.com/piccolo-orm/piccolo,MIT,2018-10-27 20:53:26.000,2024-04-18 09:51:40.000,2024-04-06 09:33:31,1765.0,24.0,85,15.0,459.0,122.0,256.0,1269,2024-03-22 17:02:55.000,1.5.0,255.0,43.0,29,True,359.0,348.0,piccolo,,,,17275.0,https://pypi.org/project/piccolo,2024-03-22 17:02:55.000,11.0,17275.0,,,,3.0,,,,,,,,,,,,,,,,,,
+241,sqlitedict,RaRe-Technologies/sqlitedict,"Persistent dict, backed by sqlite3 and pickle, multithread-safe.",,data-structures,https://github.com/piskvorky/sqlitedict,https://github.com/piskvorky/sqlitedict,Apache-2.0,2011-07-19 14:09:09.000,2023-09-22 23:15:25.865,2022-12-03 13:41:59,312.0,,129,31.0,74.0,29.0,70.0,1120,2022-12-03 13:40:54.000,2.1.0,21.0,40.0,29,False,5347.0,5103.0,sqlitedict,conda-forge/sqlitedict,,,568555.0,https://pypi.org/project/sqlitedict,2022-12-03 13:40:11.241,244.0,566097.0,https://anaconda.org/conda-forge/sqlitedict,2023-09-22 23:15:25.865,105695.0,2.0,,,,,,,,,,,,,piskvorky/sqlitedict,,,,,
+242,redis-py-cluster,grokzen/redis-py-cluster,Python cluster client for the official redis cluster. Redis 3.0+.,,db-clients,https://github.com/Grokzen/redis-py-cluster,https://github.com/Grokzen/redis-py-cluster,MIT,2013-05-21 06:41:34.000,2023-08-24 14:35:55.000,2022-03-12 11:50:41,744.0,,323,52.0,211.0,32.0,269.0,1094,2021-05-30 09:23:19.000,2.1.3,19.0,72.0,29,False,2156.0,1935.0,redis-py-cluster,,,4187.0,1957146.0,https://pypi.org/project/redis-py-cluster,2021-05-30 09:21:45.000,221.0,1957109.0,,,,3.0,,,,,,,,,,,,,,,,,,
+243,ConfigArgParse,bw2/ConfigArgParse,A drop-in replacement for argparse that allows options to also be set via config files and/or environment variables.,,cli-helpers,https://github.com/bw2/ConfigArgParse,https://github.com/bw2/ConfigArgParse,MIT,2014-06-25 00:27:02.000,2024-04-22 22:10:01.000,2023-07-23 14:40:17,372.0,,117,18.0,95.0,71.0,127.0,700,2023-07-23 16:18:40.000,1.7,28.0,53.0,29,True,17375.0,15865.0,configargparse,conda-forge/configargparse,,,4418931.0,https://pypi.org/project/configargparse,2023-07-23 16:20:03.000,1510.0,4397396.0,https://anaconda.org/conda-forge/configargparse,2023-07-23 18:50:20.218,818337.0,3.0,,,,,,,,,,,,,,,,,,
+244,scandir,benhoyt/scandir,"Better directory iterator and faster os.walk(), now in the Python 3.5 stdlib.",,file-path-utils,https://github.com/benhoyt/scandir,https://github.com/benhoyt/scandir,BSD-3-Clause,2013-05-13 08:14:57.000,2023-09-23 13:17:22.493,2023-08-29 09:32:19,456.0,,69,23.0,49.0,6.0,90.0,525,2019-03-09 18:00:51.000,1.10.0,16.0,23.0,29,True,17552.0,15360.0,scandir,conda-forge/scandir,,,3161566.0,https://pypi.org/project/scandir,2019-03-09 17:58:19.000,2192.0,3128616.0,https://anaconda.org/conda-forge/scandir,2023-09-23 13:17:22.493,1383906.0,3.0,,,,,,,,,,,,,,,,,,
+245,beaker,bbangert/beaker,WSGI middleware for sessions and caching.,,caching,https://github.com/bbangert/beaker,https://github.com/bbangert/beaker,BSD-3-Clause,2011-10-16 17:48:39.000,2024-04-12 06:44:35.747,2024-04-11 20:27:23,825.0,7.0,141,24.0,109.0,74.0,61.0,514,2024-04-11 20:53:40.000,1.13.0,62.0,91.0,29,True,6625.0,5267.0,beaker,conda-forge/beaker,,,283476.0,https://pypi.org/project/beaker,2024-04-11 20:32:36.000,1358.0,278867.0,https://anaconda.org/conda-forge/beaker,2024-04-12 06:44:35.747,73749.0,3.0,,,,,,,,,,,,,,,,,,
+246,python-rapidjson,python-rapidjson/python-rapidjson,Python wrapper around rapidjson.,,serialization,https://github.com/python-rapidjson/python-rapidjson,https://github.com/python-rapidjson/python-rapidjson,MIT,2015-09-09 04:02:42.000,2024-04-15 14:18:36.000,2024-02-28 18:22:51,735.0,13.0,46,11.0,92.0,15.0,100.0,492,2020-11-16 12:53:09.000,0.9.4,64.0,23.0,29,True,5581.0,5296.0,python-rapidjson,conda-forge/python-rapidjson,,,1666046.0,https://pypi.org/project/python-rapidjson,2024-02-28 18:22:58.000,285.0,1627696.0,https://anaconda.org/conda-forge/python-rapidjson,2024-02-28 20:49:58.360,1610719.0,3.0,,,,,,,,,,,,,,,,,,
+247,isodate,gweis/isodate,ISO 8601 date/time parser.,,date-time-utils,https://github.com/gweis/isodate,https://github.com/gweis/isodate,BSD-3-Clause,2012-10-29 23:32:06.000,2023-09-22 11:02:04.000,2022-03-13 00:04:41,186.0,,54,9.0,46.0,24.0,21.0,141,2021-12-13 20:28:29.000,0.6.1,16.0,24.0,29,False,64554.0,62184.0,isodate,conda-forge/isodate,,,101113998.0,https://pypi.org/project/isodate,2021-12-13 20:28:29.000,2370.0,101064218.0,https://anaconda.org/conda-forge/isodate,2023-06-16 13:15:39.073,4828737.0,3.0,,,,,,,,,,,,,,,,,,
+248,PDFMiner,euske/pdfminer,Python PDF Parser (Not actively maintained). Check out pdfminer.six.,,data-loading,https://github.com/euske/pdfminer,https://github.com/euske/pdfminer,MIT,2010-12-12 12:50:22.000,2023-12-02 01:20:30.075,2020-01-18 07:00:32,540.0,,1189,221.0,90.0,243.0,43.0,5210,,,41.0,28.0,28,False,848.0,20.0,pdfminer,conda-forge/pdfminer,,,203004.0,https://pypi.org/project/pdfminer,2021-12-15 14:45:46.670,828.0,202601.0,https://anaconda.org/conda-forge/pdfminer,2023-06-16 13:18:10.043,37119.0,3.0,,,,,,,,,,,,,,,,,,
+249,sklearn-pandas,scikit-learn-contrib/sklearn-pandas,Pandas integration with sklearn.,,data-containers,https://github.com/scikit-learn-contrib/sklearn-pandas,https://github.com/scikit-learn-contrib/sklearn-pandas,Zlib,2013-04-22 22:55:20.000,2023-06-16 19:23:51.805,2022-07-17 20:23:59,289.0,,417,94.0,110.0,38.0,127.0,2783,2021-05-08 08:32:08.000,2.1.0,27.0,39.0,28,False,7678.0,7518.0,sklearn-pandas,conda-forge/sklearn-pandas,"['sklearn', 'pandas']",,208127.0,https://pypi.org/project/sklearn-pandas,2021-05-08 08:14:28.000,160.0,206435.0,https://anaconda.org/conda-forge/sklearn-pandas,2023-06-16 19:23:51.805,69375.0,3.0,,,,,,,,,,,,,,,,,,
+250,gino,python-gino/gino,GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core.,,db-clients,https://github.com/python-gino/gino,https://github.com/python-gino/gino,BSD-3-Clause,2017-07-21 04:27:01.000,2022-02-12 20:37:35.000,2022-02-12 20:29:45,1128.0,,148,49.0,472.0,58.0,262.0,2643,2020-06-08 23:55:55.000,1.0.1,50.0,46.0,28,False,2439.0,2394.0,gino,,,,27974.0,https://pypi.org/project/gino,2022-02-12 20:37:35.000,45.0,27974.0,,,,3.0,,,,,,,,,,,,,,,,,,
+251,gin-config,google/gin-config,Gin provides a lightweight configuration framework for Python.,,configuration,https://github.com/google/gin-config,https://github.com/google/gin-config,Apache-2.0,2018-06-27 20:21:12.000,2024-02-05 23:05:26.000,2024-02-05 23:05:20,157.0,1.0,117,22.0,112.0,50.0,42.0,1992,2021-11-03 09:30:11.939,0.5.0,12.0,24.0,28,True,8414.0,8317.0,gin-config,conda-forge/gin-config,,,342103.0,https://pypi.org/project/gin-config,2021-11-03 09:30:11.939,97.0,341583.0,https://anaconda.org/conda-forge/gin-config,2023-06-16 19:19:13.290,24464.0,3.0,,,,,,,,,,,,,,,,,,
+252,mongo-connector,yougov/mongo-connector,MongoDB data stream pipeline tools by YouGov (adopted from MongoDB).,,db-clients,https://github.com/yougov/mongo-connector,https://github.com/yougov/mongo-connector,Apache-2.0,2012-08-09 23:39:36.000,2024-03-27 15:59:35.000,2018-12-05 18:23:06,1112.0,,484,97.0,185.0,259.0,506.0,1875,2018-12-05 19:18:21.000,3.1.1,51.0,62.0,28,False,224.0,188.0,mongo-connector,,,,3251.0,https://pypi.org/project/mongo-connector,2018-12-05 19:18:21.000,36.0,3251.0,,,,3.0,,,,,,,,,,,,,,,,,,
+253,datatable,h2oai/datatable,A Python package for manipulating 2-dimensional tabular data structures.,,data-containers,https://github.com/h2oai/datatable,https://github.com/h2oai/datatable,MPL-2.0,2017-03-03 02:32:59.000,2023-12-01 22:47:14.000,2023-12-01 22:46:33,2245.0,,154,94.0,1935.0,169.0,1338.0,1790,2023-12-01 22:24:23.000,1.1.0,17.0,37.0,28,True,29.0,,datatable,conda-forge/datatable,,2326.0,49373.0,https://pypi.org/project/datatable,2023-12-01 21:51:48.000,29.0,48737.0,https://anaconda.org/conda-forge/datatable,2023-06-16 19:24:06.884,24290.0,3.0,,,,,,,,,,,,,,,,,,
+254,blessings,erikrose/blessings,"A thin, practical wrapper around terminal capabilities in Python.",,cli-helpers,https://github.com/erikrose/blessings,https://github.com/erikrose/blessings,MIT,2011-11-07 10:09:09.000,2023-09-24 14:42:21.794,2020-10-20 23:43:16,177.0,,134,33.0,80.0,34.0,54.0,1427,2018-01-03 17:03:36.000,1.6.1,10.0,16.0,28,False,11236.0,9720.0,blessings,conda-forge/blessings,,,947492.0,https://pypi.org/project/blessings,2018-06-21 14:00:07.000,1516.0,941241.0,https://anaconda.org/conda-forge/blessings,2023-09-24 14:42:21.794,287560.0,3.0,,,,,,,,,,,,,,,,,,
+255,strictyaml,crdoconnor/strictyaml,Type-safe YAML parser and validator.,,data-validation,https://github.com/crdoconnor/strictyaml,https://github.com/crdoconnor/strictyaml,MIT,2016-06-17 10:56:18.000,2024-03-13 10:53:10.000,2023-05-25 11:08:41,797.0,,60,28.0,41.0,88.0,73.0,1409,2023-03-10 12:50:44.009,1.7.3,84.0,20.0,28,True,2742.0,2458.0,strictyaml,conda-forge/strictyaml,,,2195759.0,https://pypi.org/project/strictyaml,2023-03-10 12:50:44.009,284.0,2192721.0,https://anaconda.org/conda-forge/strictyaml,2023-06-16 16:11:36.373,218755.0,3.0,,,,,,,,,,,,,,,,,,
+256,pandasql,yhat/pandasql,sqldf for pandas.,,data-containers,https://github.com/yhat/pandasql,https://github.com/yhat/pandasql,MIT,2013-02-18 01:53:56.000,2024-04-07 08:26:45.000,2017-02-01 15:40:30,127.0,,175,49.0,35.0,59.0,25.0,1299,2016-04-20 21:52:36.000,0.7.3,31.0,15.0,28,False,2945.0,2848.0,pandasql,conda-forge/pandasql,['pandas'],,1548329.0,https://pypi.org/project/pandasql,2016-04-20 21:52:36.000,97.0,1534630.0,https://anaconda.org/conda-forge/pandasql,2023-06-16 19:26:22.929,465779.0,3.0,,,,,,,,,,,,,,,,,,
+257,munch,Infinidat/munch,A Munch is a Python dictionary that provides attribute-style access (a la JavaScript objects).,,data-structures,https://github.com/Infinidat/munch,https://github.com/Infinidat/munch,MIT,2012-03-08 21:20:50.000,2024-04-16 12:19:15.000,2023-07-01 09:55:10,181.0,,85,25.0,53.0,8.0,40.0,752,2023-07-01 09:51:02.251,4.0.0,16.0,27.0,28,True,887.0,,munch,conda-forge/munch,,,2559498.0,https://pypi.org/project/munch,2023-07-01 09:51:02.251,887.0,2202623.0,https://anaconda.org/conda-forge/munch,2023-07-02 17:22:14.661,3925629.0,3.0,,,,,,,,,,,,,,,,,,
+258,parsedatetime,bear/parsedatetime,Parse human-readable date/time strings.,,date-time-utils,https://github.com/bear/parsedatetime,https://github.com/bear/parsedatetime,Apache-2.0,2012-09-12 06:44:45.000,2023-06-16 13:20:07.222,2021-11-20 18:05:09,427.0,,105,27.0,126.0,66.0,96.0,688,2020-05-31 23:52:03.000,2.6,17.0,55.0,28,False,11605.0,10367.0,parsedatetime,conda-forge/parsedatetime,,,6680537.0,https://pypi.org/project/parsedatetime,2020-05-31 23:50:56.000,1238.0,6678438.0,https://anaconda.org/conda-forge/parsedatetime,2023-06-16 13:20:07.222,191095.0,3.0,,,,,,,,,,,,,,,,,,
+259,hickle,telegraphic/hickle,a HDF5-based python pickle replacement.,,serialization,https://github.com/telegraphic/hickle,https://github.com/telegraphic/hickle,MIT,2012-05-28 09:04:16.000,2024-03-31 08:25:38.000,2024-03-31 08:03:49,519.0,27.0,71,22.0,73.0,8.0,106.0,483,2024-03-31 15:34:24.000,5.0.3,40.0,26.0,28,True,816.0,725.0,hickle,conda-forge/hickle,,,68508.0,https://pypi.org/project/hickle,2024-03-30 09:15:05.000,91.0,56152.0,https://anaconda.org/conda-forge/hickle,2024-02-14 15:49:17.521,24713.0,3.0,,,,,,,,,,,,,,,,,,
+260,srsly,explosion/srsly,"Modern high-performance serialization utilities for Python (JSON, MessagePack, Pickle).",,serialization,https://github.com/explosion/srsly,https://github.com/explosion/srsly,MIT,2018-12-01 03:21:56.000,2024-04-11 11:08:54.000,2024-04-11 11:08:54,309.0,1.0,31,9.0,79.0,3.0,26.0,411,2023-09-22 06:17:50.000,2.4.8,41.0,15.0,28,True,43214.0,42915.0,srsly,conda-forge/srsly,,,8265764.0,https://pypi.org/project/srsly,2023-09-22 06:16:00.000,299.0,8234458.0,https://anaconda.org/conda-forge/srsly,2023-09-25 15:16:18.183,1440104.0,3.0,,,,,,,,,,,,,,,,,,
+261,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 15:07:52.000,2024-04-25 03:33:27.000,2024-04-17 22:21:43,7315.0,196.0,33,10.0,291.0,41.0,583.0,404,2024-04-14 21:25:56.000,2.6.0,204.0,23.0,28,True,23.0,21.0,static-frame,conda-forge/static-frame,,,11467.0,https://pypi.org/project/static-frame,2024-04-14 21:25:56.000,2.0,4567.0,https://anaconda.org/conda-forge/static-frame,2024-04-15 01:02:18.461,324329.0,3.0,,,,,,,,,,,,,static-frame/static-frame,,,,,
+262,Send2Trash,arsenetar/send2trash,Python library to natively send files to Trash (or Recycle bin) on all platforms.,,others,https://github.com/arsenetar/send2trash,https://github.com/arsenetar/send2trash,BSD-3-Clause,2013-07-19 22:13:14.000,2024-04-08 14:18:48.556,2024-04-06 23:53:45,171.0,6.0,41,8.0,32.0,29.0,31.0,258,2024-04-07 00:01:07.000,1.8.3,19.0,17.0,28,True,2829.0,,send2trash,conda-forge/send2trash,,,20675531.0,https://pypi.org/project/send2trash,2024-04-07 00:01:07.000,2829.0,20276724.0,https://anaconda.org/conda-forge/send2trash,2024-04-08 14:18:48.556,13559463.0,3.0,,,,,,,,,,,,,,,,,,
+263,tabulator-py,frictionlessdata/tabulator-py,Python library for reading and writing tabular data via streams.,,data-loading,https://github.com/frictionlessdata/tabulator-py,https://github.com/frictionlessdata/tabulator-py,MIT,2015-08-24 05:34:38.000,2023-06-16 13:23:28.967,2021-03-22 13:33:48,657.0,,42,21.0,162.0,,178.0,235,2023-12-02 01:27:27.146,0.3.2,142.0,27.0,28,False,1404.0,1331.0,tabulator,conda-forge/tabulator-py,,,157668.0,https://pypi.org/project/tabulator,2021-03-21 07:47:00.000,73.0,156999.0,https://anaconda.org/conda-forge/tabulator-py,2023-06-16 13:23:28.967,54929.0,3.0,,,,,,,,,,,,,,,,,,
+264,ordered-set,rspeer/ordered-set,A mutable set that remembers the order of its entries. One of Pythons missing data types.,,data-structures,https://github.com/rspeer/ordered-set,https://github.com/rspeer/ordered-set,MIT,2012-08-17 21:55:21.000,2023-07-12 11:50:40.000,2022-09-06 13:48:27,162.0,,45,29.0,53.0,9.0,35.0,203,2022-01-26 14:38:48.000,4.1.0,18.0,19.0,28,False,15425.0,14995.0,ordered-set,conda-forge/ordered-set,,,14492478.0,https://pypi.org/project/ordered-set,2022-01-26 14:38:48.000,430.0,14487322.0,https://anaconda.org/conda-forge/ordered-set,2023-06-16 13:16:17.227,495036.0,3.0,,,,,,,,,,,,,,,,,,
+265,textract,deanmalmgren/textract,extract text from any document. no muss. no fuss.,,data-loading,https://github.com/deanmalmgren/textract,https://github.com/deanmalmgren/textract,MIT,2014-07-03 20:36:59.000,2024-04-15 14:04:11.000,2024-03-10 11:53:20,588.0,3.0,559,83.0,270.0,125.0,130.0,3778,2022-03-10 10:49:30.000,1.6.5,18.0,41.0,27,True,134.0,,textract,conda-forge/textract,,,140075.0,https://pypi.org/project/textract,2022-03-10 10:49:30.000,134.0,139819.0,https://anaconda.org/conda-forge/textract,2023-06-16 13:16:57.664,23359.0,3.0,,,,,,,,,,,,,,,,,,
+266,Pandaral·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 08:07:34,193.0,1.0,201,26.0,53.0,91.0,130.0,3491,2023-05-02 20:45:04.130,1.6.5,41.0,26.0,27,True,58.0,,pandarallel,conda-forge/pandarallel,"['pandas', 'jupyter']",,609156.0,https://pypi.org/project/pandarallel,2023-05-02 20:45:04.130,58.0,606490.0,https://anaconda.org/conda-forge/pandarallel,2023-06-16 19:26:14.698,90658.0,3.0,,,,,,,,,,,,,,,,,,
+267,confluent-kafka-python,confluentinc/confluent-kafka-python,Confluents Kafka Python Client.,,db-clients,https://github.com/confluentinc/confluent-kafka-python,https://github.com/confluentinc/confluent-kafka-python,Apache-2.0,2016-04-14 07:40:41.000,2024-01-30 18:18:25.561,,,,897,,,281.0,,3449,2023-10-25 18:32:01.000,2.3.0,31.0,104.0,27,True,9979.0,9484.0,confluent-kafka,conda-forge/python-confluent-kafka,,,12563172.0,https://pypi.org/project/confluent-kafka,2023-10-25 18:32:01.000,495.0,12542923.0,https://anaconda.org/conda-forge/python-confluent-kafka,2024-01-30 18:18:25.561,850479.0,3.0,,,,,,,,,,,,,,,,,,
+268,img2dataset,rom1504/img2dataset,"Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one..",,data-loading,https://github.com/rom1504/img2dataset,https://github.com/rom1504/img2dataset,MIT,2021-08-11 20:20:15.000,2024-04-24 17:53:03.000,2024-02-22 00:19:37,309.0,4.0,300,30.0,171.0,106.0,141.0,3245,2024-01-22 22:08:37.000,1.45.0,88.0,34.0,27,True,140.0,138.0,img2dataset,,,1686.0,39074.0,https://pypi.org/project/img2dataset,2024-01-22 22:08:37.000,2.0,39022.0,,,,3.0,,,,,,,,,,,,,,,,,,
+269,swifter,jmcarpenter2/swifter,A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner.,,data-containers,https://github.com/jmcarpenter2/swifter,https://github.com/jmcarpenter2/swifter,MIT,2018-04-07 21:37:19.000,2024-03-20 17:02:58.000,2024-03-14 17:58:34,495.0,1.0,101,30.0,84.0,19.0,128.0,2462,2023-07-31 18:46:53.000,1.4.0,86.0,18.0,27,True,1344.0,1298.0,swifter,conda-forge/swifter,['pandas'],,556519.0,https://pypi.org/project/swifter,2023-07-31 18:46:53.000,46.0,549463.0,https://anaconda.org/conda-forge/swifter,2023-07-31 21:42:18.659,324607.0,3.0,,,,,,,,,,,,,,,,,,
+270,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 17:37:14,539.0,2.0,134,49.0,64.0,14.0,124.0,2332,2024-03-13 17:36:36.000,1.5.0,15.0,31.0,27,True,806.0,779.0,pyfunctional,,,,182923.0,https://pypi.org/project/pyfunctional,2024-03-13 17:36:36.000,27.0,182923.0,,,,3.0,,,,,,,,,,,,,,,,,,
+271,retrying,rholder/retrying,"Retrying is an Apache 2.0 licensed general-purpose retrying library, written in Python, to simplify the task of adding..",,utilities,https://github.com/rholder/retrying,https://github.com/rholder/retrying,Apache-2.0,2013-01-22 06:13:26.000,2023-06-16 13:16:57.052,2016-06-07 04:02:12,95.0,,158,29.0,48.0,51.0,14.0,1903,2022-11-25 09:59:05.174,1.3.4,12.0,15.0,27,False,2319.0,,retrying,conda-forge/retrying,,,11970963.0,https://pypi.org/project/retrying,2022-11-25 09:59:05.174,2319.0,11952881.0,https://anaconda.org/conda-forge/retrying,2023-06-16 13:16:57.052,1645499.0,3.0,,,,,,,,,,,,,,,,,,
+272,prisma,RobertCraigie/prisma-client-py,Prisma Client Python is an auto-generated and fully type-safe database client designed for ease of use.,,db-clients,https://github.com/RobertCraigie/prisma-client-py,https://github.com/RobertCraigie/prisma-client-py,Apache-2.0,2020-12-16 04:29:28.000,2024-04-23 16:36:52.000,2024-03-24 22:10:10,873.0,34.0,69,17.0,501.0,205.0,186.0,1600,2024-03-24 22:11:15.000,0.13.1,35.0,28.0,27,True,16.0,,prisma,,,,72906.0,https://pypi.org/project/prisma,2024-03-24 22:09:46.000,16.0,72906.0,,,,3.0,,,,,,-1.0,,,,,,,,,,,,
+273,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 21:14:39.000,2024-04-25 12:57:59.000,2024-04-02 01:58:32,182.0,12.0,45,16.0,135.0,15.0,4.0,1434,2024-02-22 15:43:56.000,0.0.5,6.0,15.0,27,True,3693.0,3614.0,asyncer,conda-forge/asyncer,,,168198.0,https://pypi.org/project/asyncer,2024-02-22 15:43:56.000,79.0,167919.0,https://anaconda.org/conda-forge/asyncer,2024-04-17 10:50:31.867,7535.0,3.0,,,,,,,,,,,,,,,,,,
+274,Singer,singer-io/getting-started,"Standard for moving data between databases, web APIs, files, queues, and just about anything else you can think of.",,data-loading,https://github.com/singer-io/getting-started,https://github.com/singer-io/getting-started,AGPL-3.0,2016-10-31 16:53:56.000,2024-03-19 17:59:19.000,2021-04-29 14:20:17,188.0,,145,44.0,53.0,20.0,19.0,1226,2024-03-19 17:59:19.000,6.0.1,108.0,27.0,27,False,359.0,,singer-python,,,,640956.0,https://pypi.org/project/singer-python,2024-03-19 17:59:19.000,359.0,640956.0,,,,3.0,,,,,,,,,,,,,,,,,,
+275,janus,aio-libs/janus,Thread-safe asyncio-aware queue for Python.,,data-structures,https://github.com/aio-libs/janus,https://github.com/aio-libs/janus,Apache-2.0,2015-06-08 15:45:28.000,2024-04-25 04:08:34.000,2024-04-25 04:08:34,751.0,31.0,43,22.0,590.0,9.0,33.0,782,2021-12-17 09:06:26.000,1.0.0,18.0,26.0,27,True,123.0,,janus,conda-forge/janus,,,793184.0,https://pypi.org/project/janus,2021-12-17 09:00:32.000,123.0,792869.0,https://anaconda.org/conda-forge/janus,2023-06-16 16:15:48.451,18324.0,3.0,,,,,,,,,,,,,,,,,,
+276,pysimdjson,TkTech/pysimdjson,Python bindings for the simdjson project.,,serialization,https://github.com/TkTech/pysimdjson,https://github.com/TkTech/pysimdjson,MIT,2019-02-22 03:26:04.000,2024-02-06 14:42:12.055,2024-02-05 18:11:24,289.0,5.0,52,9.0,31.0,9.0,78.0,628,2024-02-06 05:16:52.000,6.0.2,36.0,14.0,27,True,1337.0,1311.0,pysimdjson,conda-forge/pysimdjson,,,958175.0,https://pypi.org/project/pysimdjson,2024-02-06 05:16:52.000,26.0,956072.0,https://anaconda.org/conda-forge/pysimdjson,2024-02-06 14:42:12.055,88360.0,3.0,,,,,,,,,,,,,,,,,,
+277,HappyBase,python-happybase/happybase,A developer-friendly Python library to interact with Apache HBase.,,db-clients,https://github.com/python-happybase/happybase,https://github.com/python-happybase/happybase,MIT,2012-05-20 20:06:10.000,2023-12-04 07:22:12.000,2023-12-04 07:22:12,287.0,,160,35.0,50.0,31.0,184.0,609,2019-05-14 14:17:26.000,1.2.0,12.0,21.0,27,True,1083.0,849.0,happybase,conda-forge/happybase,,,55676.0,https://pypi.org/project/happybase,2019-05-14 14:17:26.000,234.0,53965.0,https://anaconda.org/conda-forge/happybase,2023-06-16 13:16:41.411,160901.0,3.0,,,,,,,,,,,,,,,,,,
+278,dataclasses,ericvsmith/dataclasses,A backport of the dataclasses module for Python 3.6.,,compatibility,https://github.com/ericvsmith/dataclasses,https://github.com/ericvsmith/dataclasses,Apache-2.0,2017-05-19 20:46:27.000,2023-06-16 16:08:32.190,2022-03-22 00:57:51,290.0,,55,12.0,49.0,9.0,116.0,582,,,8.0,12.0,27,False,64472.0,62060.0,dataclasses,conda-forge/dataclasses,,,14670273.0,https://pypi.org/project/dataclasses,2020-11-13 14:40:29.000,2412.0,14504922.0,https://anaconda.org/conda-forge/dataclasses,2023-06-16 16:08:32.190,11739937.0,3.0,,,,,,,,,,,,,,,,,,
+279,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 13:34:12.000,2024-04-10 12:30:59.000,2024-04-10 12:30:56,321.0,62.0,59,9.0,130.0,20.0,59.0,514,2024-02-26 22:15:41.000,3.0.0,58.0,20.0,27,True,485.0,454.0,cachier,,,17.0,82393.0,https://pypi.org/project/cachier,2024-02-26 22:15:41.000,31.0,82393.0,,,,3.0,,,,,,,,,,,,,python-cachier/cachier,,,,,
+280,pylibmc,lericson/pylibmc,A Python wrapper around the libmemcached interface from TangentOrg.,,caching,https://github.com/lericson/pylibmc,https://github.com/lericson/pylibmc,BSD-3-Clause,2009-07-31 19:51:02.000,2023-10-11 13:20:31.000,2023-10-11 13:20:31,625.0,,134,13.0,94.0,22.0,172.0,477,2022-08-30 07:35:04.550,1.6.3,44.0,54.0,27,True,7406.0,5020.0,pylibmc,conda-forge/pylibmc,,594.0,300484.0,https://pypi.org/project/pylibmc,2022-08-30 07:35:04.550,2386.0,295219.0,https://anaconda.org/conda-forge/pylibmc,2023-09-26 12:45:17.548,219918.0,3.0,,,,,,,,,,,,,,,,,,
+281,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,,64,16.0,183.0,44.0,157.0,442,2021-12-23 08:52:40.000,3.1.0,53.0,15.0,27,False,19712.0,19696.0,umongo,conda-forge/umongo,,,64982.0,https://pypi.org/project/umongo,2021-12-23 08:52:40.000,16.0,64777.0,https://anaconda.org/conda-forge/umongo,2023-06-16 19:27:25.829,6375.0,3.0,,,,,,,,,,,,,,,,,,
+282,configobj,DiffSK/configobj,Python 3+ compatible port of the configobj library.,,configuration,https://github.com/DiffSK/configobj,https://github.com/DiffSK/configobj,BSD-3-Clause,2014-01-14 02:30:17.000,2024-01-27 16:32:16.000,2023-01-18 22:27:43,225.0,,73,18.0,88.0,71.0,96.0,308,2023-01-19 17:59:27.000,5.0.8,18.0,9.0,27,False,38477.0,35056.0,configobj,conda-forge/configobj,,565.0,3090195.0,https://pypi.org/project/configobj,2023-01-18 22:36:00.791,3421.0,3078733.0,https://anaconda.org/conda-forge/configobj,2023-06-16 16:09:17.495,790612.0,3.0,,,,,,,,,,,,,,,,,,
+283,futures,agronholm/pythonfutures,Backport of the concurrent.futures package to Python 2.6 and 2.7.,,compatibility,https://github.com/agronholm/pythonfutures,https://github.com/agronholm/pythonfutures,Python-2.0,2015-03-13 23:36:07.000,2023-06-16 13:22:39.764,2022-10-31 21:33:46,128.0,,51,11.0,28.0,7.0,67.0,232,2022-10-31 21:42:18.266,3.4.0,25.0,19.0,27,False,47692.0,39685.0,futures,conda-forge/futures,,,6667270.0,https://pypi.org/project/futures,2022-10-31 21:42:18.266,8007.0,6653461.0,https://anaconda.org/conda-forge/futures,2023-06-16 13:22:39.764,1270479.0,3.0,,,,,,,,,,,,,,,,,,
+284,cloudant,cloudant/python-cloudant,A Python library for Cloudant and CouchDB.,,db-clients,https://github.com/cloudant/python-cloudant,https://github.com/cloudant/python-cloudant,Apache-2.0,2015-08-28 16:22:49.000,2023-06-16 13:24:16.388,2022-03-10 16:40:38,835.0,,55,104.0,266.0,,248.0,163,2021-08-26 11:18:59.000,2.15.0,47.0,32.0,27,False,2550.0,2257.0,cloudant,conda-forge/cloudant,,,156446.0,https://pypi.org/project/cloudant,2021-08-26 11:14:04.000,293.0,155219.0,https://anaconda.org/conda-forge/cloudant,2023-06-16 13:24:16.388,111718.0,3.0,,,,,,,,,,,,,,,,,,
+285,filedepot,amol-/depot,Toolkit for storing files and attachments in web applications.,,db-clients,https://github.com/amol-/depot,https://github.com/amol-/depot,MIT,2014-06-04 10:27:12.000,2024-02-22 21:48:13.000,2024-02-22 21:33:20,306.0,12.0,43,8.0,40.0,7.0,39.0,156,2024-02-22 21:48:13.000,0.11.0,26.0,21.0,27,True,1115.0,1066.0,filedepot,,,,11723.0,https://pypi.org/project/filedepot,2024-02-22 21:48:13.000,49.0,11723.0,,,,3.0,,,,,,,,,,,,,,,,,,
+286,pathlib2,jazzband/pathlib2,Backport of pathlib aiming to support the full stdlib Python API.,,compatibility,https://github.com/jazzband/pathlib2,https://github.com/jazzband/pathlib2,MIT,2014-10-18 08:28:33.000,2023-09-29 07:38:26.000,2023-07-06 18:56:38,494.0,,31,8.0,47.0,7.0,36.0,80,2022-02-08 12:42:21.000,2.3.7,15.0,16.0,27,False,64026.0,59691.0,pathlib2,conda-forge/pathlib2,,,8607533.0,https://pypi.org/project/pathlib2,2022-02-10 18:01:07.000,4335.0,8541867.0,https://anaconda.org/conda-forge/pathlib2,2023-09-23 10:48:23.469,2692316.0,3.0,,,,,,,,,,,,,,,,,,
+287,powerline-shell,b-ryan/powerline-shell,A beautiful and useful prompt for your shell.,,others,https://github.com/b-ryan/powerline-shell,https://github.com/b-ryan/powerline-shell,MIT,2012-09-09 16:12:53.000,2024-03-19 14:08:57.000,2022-09-22 18:12:11,588.0,,744,148.0,299.0,119.0,176.0,6177,2018-09-16 00:34:48.000,0.7.0,26.0,89.0,26,False,120.0,116.0,powerline-shell,,,,1751.0,https://pypi.org/project/powerline-shell,2018-09-16 00:34:48.000,4.0,1751.0,,,,3.0,,,,,,,,,,,,,,,,,,
+288,flexx,flexxui/flexx,Write desktop and web apps in pure Python.,,gui-dev,https://github.com/flexxui/flexx,https://github.com/flexxui/flexx,BSD-2-Clause,2014-09-03 08:38:00.000,2024-01-06 22:16:29.000,2024-01-06 22:16:26,1939.0,,260,138.0,291.0,92.0,365.0,3211,2022-04-12 19:13:11.000,0.8.4,17.0,37.0,26,True,159.0,137.0,flexx,conda-forge/flexx,,,2097.0,https://pypi.org/project/flexx,2022-04-12 19:13:11.000,22.0,975.0,https://anaconda.org/conda-forge/flexx,2023-06-16 13:18:01.276,104407.0,3.0,,,,,,,,,,,,,,,,,,
+289,Phoenix,wxWidgets/Phoenix,"wxPythons Project Phoenix. A new implementation of wxPython, better, stronger, faster than he was before.",,gui-dev,https://github.com/wxWidgets/Phoenix,https://github.com/wxWidgets/Phoenix,wxWindows,2012-07-17 06:22:25.000,2024-04-10 15:21:22.000,2024-03-21 21:56:11,5672.0,9.0,504,103.0,960.0,631.0,977.0,2179,2023-06-08 01:40:26.000,wxPython-4.2.1,14.0,138.0,26,False,76.0,,wx,conda-forge/wxpython,,4101.0,19153.0,https://pypi.org/project/wx,2016-08-17 03:22:15.000,76.0,,https://anaconda.org/conda-forge/wxpython,2024-04-08 15:40:25.181,802102.0,3.0,,,,,,,,,,,,,,,,,,
+290,enaml,nucleic/enaml,Declarative User Interfaces for Python.,,gui-dev,https://github.com/nucleic/enaml,https://github.com/nucleic/enaml,,2013-03-06 21:29:01.000,2024-04-24 13:41:08.000,2024-04-24 13:41:08,2743.0,8.0,134,50.0,308.0,45.0,197.0,1511,2023-11-20 17:38:11.000,0.17.0,28.0,39.0,26,False,314.0,231.0,enaml,conda-forge/enaml,,778.0,6895.0,https://pypi.org/project/enaml,2023-11-20 17:25:19.000,83.0,3314.0,https://anaconda.org/conda-forge/enaml,2023-11-20 21:08:49.218,164305.0,3.0,,,,,,,,,,,,,,,,,,
+291,parallel-ssh,ParallelSSH/parallel-ssh,Asynchronous parallel SSH client library.,,infrastructure,https://github.com/ParallelSSH/parallel-ssh,https://github.com/ParallelSSH/parallel-ssh,LGPL-2.1,2012-12-24 14:45:36.000,2024-04-09 14:34:03.000,2022-08-23 07:13:04,536.0,,147,41.0,129.0,29.0,203.0,1181,2022-08-20 11:25:27.669,2.12.0,100.0,19.0,26,False,272.0,238.0,parallel-ssh,,,377.0,185927.0,https://pypi.org/project/parallel-ssh,2022-08-20 11:25:27.669,34.0,185924.0,,,,3.0,,,,,,,,,,,,,,,,,,
+292,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 13:59:45.000,2024-04-25 04:56:47.000,2024-03-23 16:03:46,554.0,20.0,92,19.0,282.0,81.0,87.0,974,2024-03-18 04:34:53.000,1.0.1,20.0,19.0,26,True,3251.0,3243.0,odmantic,,,,27075.0,https://pypi.org/project/odmantic,2024-03-18 04:34:53.000,8.0,27075.0,,,,3.0,,,,,,,,,,,,,,,,,,
+293,python-mss,BoboTiG/python-mss,An ultra fast cross-platform multiple screenshots module in pure Python using ctypes.,,others,https://github.com/BoboTiG/python-mss,https://github.com/BoboTiG/python-mss,MIT,2013-07-01 16:14:08.000,2024-02-27 15:30:42.000,2024-02-27 15:30:27,757.0,7.0,81,14.0,136.0,36.0,100.0,955,2023-04-20 05:48:03.905,9.0.1,40.0,23.0,26,True,278.0,,mss,conda-forge/python-mss,,,823374.0,https://pypi.org/project/mss,2023-04-20 05:48:03.905,278.0,822387.0,https://anaconda.org/conda-forge/python-mss,2023-06-16 19:20:36.872,45447.0,3.0,,,,,,,,,,,,,,,,,,
+294,bcolz,Blosc/bcolz,A columnar data container that can be compressed.,,data-containers,https://github.com/Blosc/bcolz,https://github.com/Blosc/bcolz,BSD-3-Clause,2010-08-18 15:27:02.000,2023-06-16 13:23:29.156,2020-09-10 12:12:45,1280.0,,146,61.0,177.0,132.0,122.0,955,2018-04-13 07:44:26.000,1.2.1,23.0,33.0,26,False,2499.0,1990.0,bcolz,conda-forge/bcolz,,,8869.0,https://pypi.org/project/bcolz,2018-04-13 07:44:26.000,509.0,4847.0,https://anaconda.org/conda-forge/bcolz,2023-06-16 13:23:29.156,345931.0,3.0,,,,,,,,,,,,,,,,,,
+295,pyscreenshot,ponty/pyscreenshot,"Python screenshot library, replacement for the Pillow ImageGrab module on Linux.",,others,https://github.com/ponty/pyscreenshot,https://github.com/ponty/pyscreenshot,BSD-2-Clause,2011-02-01 13:02:51.000,2023-11-04 13:29:53.000,2023-03-12 06:38:57,620.0,,91,16.0,26.0,,67.0,490,2018-12-21 10:20:02.000,0.5.1,23.0,25.0,26,False,4808.0,4536.0,pyscreenshot,,,,148014.0,https://pypi.org/project/pyscreenshot,2023-03-12 06:35:43.130,272.0,148014.0,,,,3.0,,,,,,,,,,,,,,,,,,
+296,ptyprocess,pexpect/ptyprocess,Run a subprocess in a pseudo terminal.,,process-utils,https://github.com/pexpect/ptyprocess,https://github.com/pexpect/ptyprocess,ISC,2014-10-02 16:52:41.000,2023-10-24 15:09:01.000,2023-10-23 17:11:08,148.0,,68,19.0,45.0,20.0,18.0,209,2020-12-28 15:17:57.000,0.7.0,10.0,19.0,26,True,13135.0,,ptyprocess,conda-forge/ptyprocess,,,72446384.0,https://pypi.org/project/ptyprocess,2020-12-28 15:15:28.000,13135.0,72267331.0,https://anaconda.org/conda-forge/ptyprocess,2023-06-16 13:16:25.404,17189179.0,3.0,,,,,,,,,,,,,,,,,,
+297,catalogue,explosion/catalogue,Super lightweight function registries for your library.,,others,https://github.com/explosion/catalogue,https://github.com/explosion/catalogue,MIT,2019-11-01 14:09:09.000,2024-03-22 10:33:08.000,2024-03-22 10:21:27,123.0,2.0,21,7.0,61.0,4.0,7.0,170,2023-09-25 06:35:10.000,2.0.10,27.0,12.0,26,True,39238.0,39145.0,catalogue,conda-forge/catalogue,,,8348088.0,https://pypi.org/project/catalogue,2023-09-25 06:29:23.000,93.0,8320081.0,https://anaconda.org/conda-forge/catalogue,2023-09-25 07:27:17.870,1260318.0,3.0,,,,,,,,,,,,,,,,,,
+298,contextlib2,jazzband/contextlib2,contextlib2 is a backport of the standard librarys contextlib module to earlier Python versions.,,compatibility,https://github.com/jazzband/contextlib2,https://github.com/jazzband/contextlib2,psfrag,2016-02-23 08:51:49.209,2024-01-01 17:27:41.000,2022-03-24 15:54:18,171.0,,15,8.0,27.0,7.0,22.0,37,2021-06-27 06:54:20.000,21.6.0,14.0,16.0,26,False,79500.0,76772.0,contextlib2,conda-forge/contextlib2,,,24064698.0,https://pypi.org/project/contextlib2,2021-06-27 06:54:20.000,2728.0,24052186.0,https://anaconda.org/conda-forge/contextlib2,2023-06-16 13:15:19.491,1226238.0,3.0,,,,,,,,,,,,,,,,,,
+299,python-box,cdgriffith/Box,Python dictionaries with advanced dot notation access.,,data-structures,https://github.com/cdgriffith/Box,https://github.com/cdgriffith/Box,MIT,2017-03-11 04:46:51.000,2024-04-18 15:54:14.000,2023-08-26 14:44:06,51.0,,104,35.0,102.0,22.0,140.0,2356,2023-08-26 14:45:52.000,7.1.1,63.0,1.0,25,True,377.0,,python-box,conda-forge/python-box,,39.0,2772282.0,https://pypi.org/project/python-box,2023-08-26 14:45:52.000,377.0,2760434.0,https://anaconda.org/conda-forge/python-box,2023-10-01 20:08:36.105,533199.0,3.0,,,,,,,,,,,,,,,,,,
+300,bonobo,python-bonobo/bonobo,Extract Transform Load for Python 3.5+.,,data-pipelines,https://github.com/python-bonobo/bonobo,https://github.com/python-bonobo/bonobo,Apache-2.0,2016-12-09 04:03:23.000,2023-05-12 06:19:51.000,2021-03-10 15:44:00,981.0,,143,58.0,248.0,95.0,109.0,1573,2019-05-16 13:19:48.000,0.6.4,38.0,37.0,25,False,202.0,169.0,bonobo,,,,22643.0,https://pypi.org/project/bonobo,2019-07-20 13:33:19.000,33.0,22643.0,,,,3.0,,,,,,,,,,,,,,,,http://docs.bonobo-project.org/en/master/,,
+301,streamparse,Parsely/streamparse,"Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.",,data-pipelines,https://github.com/pystorm/streamparse,https://github.com/pystorm/streamparse,Apache-2.0,2014-05-02 20:33:50.000,2024-04-21 15:56:53.000,2024-04-21 15:56:01,1072.0,1.0,221,103.0,176.0,71.0,264.0,1490,2022-01-10 21:46:17.000,4.1.2,50.0,45.0,25,True,91.0,64.0,streamparse,,,,2117.0,https://pypi.org/project/streamparse,2022-01-10 21:45:00.244,27.0,2117.0,,,,3.0,,,,,,,,,,,,,pystorm/streamparse,,,,,
+302,Optimus,hi-primus/optimus,"Agile Data Preparation Workflows madeeasy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark.",,data-pipelines,https://github.com/hi-primus/optimus,https://github.com/hi-primus/optimus,Apache-2.0,2017-07-13 02:31:18.000,2024-04-15 14:09:18.000,2023-05-19 04:32:00,6411.0,,229,38.0,1052.0,9.0,209.0,1446,2020-07-19 03:22:09.765,2.2.32,87.0,26.0,25,True,,,optimuspyspark,,['spark'],,9576.0,https://pypi.org/project/optimuspyspark,2020-07-19 03:22:09.765,,9576.0,,,,3.0,,,,,,,,,,,,,,,,,,
+303,TaskTiger,closeio/tasktiger,Python task queue using Redis.,,data-pipelines,https://github.com/closeio/tasktiger,https://github.com/closeio/tasktiger,MIT,2015-05-14 00:26:32.000,2024-04-25 13:57:51.000,2024-04-25 13:57:51,347.0,20.0,81,45.0,268.0,43.0,41.0,1361,2024-04-25 12:57:01.000,0.19.3,38.0,30.0,25,True,39.0,29.0,tasktiger,,,,6201.0,https://pypi.org/project/tasktiger,2024-04-25 12:56:28.000,10.0,6201.0,,,,3.0,,,,,,,,,,,,,,,,,,
+304,fabtools,fabtools/fabtools,Tools for writing awesome Fabric files.,,infrastructure,https://github.com/fabtools/fabtools,https://github.com/fabtools/fabtools,BSD-2-Clause,2011-09-05 01:44:24.000,2019-12-13 07:52:20.000,2019-09-16 09:19:00,939.0,,218,44.0,231.0,104.0,64.0,1250,2016-10-12 10:37:57.000,0.20.0,30.0,88.0,25,False,493.0,304.0,fabtools,,,,1191.0,https://pypi.org/project/fabtools,2016-10-12 10:37:57.000,189.0,1191.0,,,,3.0,,,,,,,,,,,,,,,,,,
+305,immutables,MagicStack/immutables,A high-performance immutable mapping type for Python.,,data-structures,https://github.com/MagicStack/immutables,https://github.com/MagicStack/immutables,Apache-2.0,2018-03-30 21:24:52.000,2023-10-12 15:00:22.000,2023-08-15 16:33:33,126.0,,54,21.0,70.0,9.0,37.0,1095,2023-08-14 23:38:46.000,0.20,20.0,16.0,25,True,6738.0,6613.0,immutables,conda-forge/immutables,,,1330137.0,https://pypi.org/project/immutables,2023-08-14 23:38:52.000,125.0,1309290.0,https://anaconda.org/conda-forge/immutables,2023-09-25 13:12:03.475,979844.0,3.0,,,,,,,,,,,,,,,,,,
+306,Pandas Summary,polyaxon/datatile,"Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.",,data-containers,https://github.com/polyaxon/traceml,https://github.com/polyaxon/traceml,Apache-2.0,2016-03-25 21:59:32.000,2024-04-11 10:35:27.000,2024-04-11 10:35:08,9954.0,5.0,43,14.0,10.0,6.0,8.0,493,2021-11-25 22:52:42.000,0.2.0,10.0,99.0,25,True,57.0,,pandas-summary,,['pandas'],,94073.0,https://pypi.org/project/pandas-summary,2021-11-25 22:52:42.000,57.0,94073.0,,,,3.0,,,,,,,,,,,,,polyaxon/traceml,,,,,
+307,typing_inspect,ilevkivskyi/typing_inspect,Runtime inspection utilities for Python typing module.,,inspect,https://github.com/ilevkivskyi/typing_inspect,https://github.com/ilevkivskyi/typing_inspect,MIT,2017-04-29 15:49:25.000,2023-09-26 18:42:07.000,2023-05-24 20:24:04,76.0,,31,11.0,51.0,21.0,35.0,334,2023-05-24 20:27:04.117,0.9.0,12.0,17.0,25,True,407.0,,typing_inspect,conda-forge/typing_inspect,,,29424276.0,https://pypi.org/project/typing_inspect,2023-05-24 20:27:04.117,407.0,29394459.0,https://anaconda.org/conda-forge/typing_inspect,2023-06-03 19:24:43.068,1789060.0,3.0,,,,,,,,,,,,,,,,,,
+308,dbnd,databand-ai/dbnd,DBND is an agile pipeline framework that helps data engineering teams track and orchestrate their data processes.,,data-pipelines,https://github.com/databand-ai/dbnd,https://github.com/databand-ai/dbnd,Apache-2.0,2020-01-02 10:42:47.000,2024-03-15 09:19:58.000,2024-03-04 07:50:54,3522.0,15.0,34,16.0,82.0,26.0,4.0,249,2022-09-07 10:31:33.181,0.90.10,560.0,78.0,25,True,61.0,36.0,dbnd,,,,243222.0,https://pypi.org/project/dbnd,2024-03-15 09:19:58.000,25.0,243222.0,,,,3.0,,,,,,,,,,,,,,,,,,
+309,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 19:20:54.000,2024-04-23 11:02:30.000,2024-04-23 11:02:30,377.0,7.0,32,7.0,143.0,3.0,84.0,147,2023-11-06 17:12:50.000,3.3.0,20.0,8.0,25,True,1245.0,1200.0,everett,conda-forge/everett,,,159887.0,https://pypi.org/project/everett,2023-11-06 17:12:50.000,45.0,158465.0,https://anaconda.org/conda-forge/everett,2023-11-06 18:31:38.869,59737.0,3.0,,,,,,,,,,,,,,,,,,
+310,entrypoints,takluyver/entrypoints,Discover and load entry points from installed packages.,,inspect,https://github.com/takluyver/entrypoints,https://github.com/takluyver/entrypoints,MIT,2015-05-02 18:12:08.000,2023-06-16 13:20:57.203,2022-02-02 21:29:14,74.0,,26,7.0,24.0,4.0,21.0,72,2017-06-08 10:55:15.000,0.2.3,7.0,11.0,25,False,8042.0,,entrypoints,conda-forge/entrypoints,,,17690709.0,https://pypi.org/project/entrypoints,2022-02-02 21:30:26.000,8042.0,17492768.0,https://anaconda.org/conda-forge/entrypoints,2023-06-16 13:20:57.203,19002389.0,3.0,,,,,,,,,,,,,,,,,,
+311,storm,emre/storm,Manage your SSH like a boss.,,infrastructure,https://github.com/emre/storm,https://github.com/emre/storm,MIT,2013-05-20 18:30:39.000,2023-07-04 13:56:26.613,2018-08-07 19:46:34,339.0,,170,85.0,81.0,22.0,82.0,3934,2018-08-24 22:08:05.000,0.7.0,17.0,30.0,24,False,145.0,68.0,storm,,,,3081.0,https://pypi.org/project/storm,2023-07-04 13:56:26.613,77.0,3081.0,,,,3.0,,,,,,,,,,,,,,,,,,
+312,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,,424,42.0,183.0,266.0,110.0,2640,2011-12-30 16:40:09.000,11.12.30,16.0,46.0,24,True,10.0,,camelot,,,,6556.0,https://pypi.org/project/camelot,2021-12-15 14:24:33.385,10.0,6556.0,,,,3.0,,,,,,,,,,,,,,,,,,
+313,Pypeline,cgarciae/pypeln,Concurrent data pipelines in Python .,,data-pipelines,https://github.com/cgarciae/pypeln,https://github.com/cgarciae/pypeln,MIT,2018-09-01 13:43:31.000,2023-07-20 16:18:20.000,2023-03-22 14:52:27,240.0,,97,40.0,42.0,25.0,47.0,1527,2022-01-06 15:32:49.000,0.4.9,36.0,13.0,24,False,130.0,119.0,pypeln,conda-forge/pypeln,,,375502.0,https://pypi.org/project/pypeln,2022-01-06 15:32:39.000,11.0,375169.0,https://anaconda.org/conda-forge/pypeln,2023-06-16 19:20:56.548,15004.0,3.0,,,,,,,,,,,,,,,,,,
+314,pinject,google/pinject,A pythonic dependency injection library.,,utilities,https://github.com/google/pinject,https://github.com/google/pinject,Apache-2.0,2013-06-20 23:46:50.000,2023-06-16 19:27:30.161,2021-03-23 16:42:22,285.0,,95,32.0,24.0,27.0,10.0,1347,2021-12-15 14:38:46.326,0.10.1,14.0,11.0,24,False,201.0,179.0,pinject,conda-forge/pinject,,,70503.0,https://pypi.org/project/pinject,2021-12-15 14:38:46.326,22.0,70336.0,https://anaconda.org/conda-forge/pinject,2023-06-16 19:27:30.161,5194.0,3.0,,,,,,,,,,,,,,,,,,
+315,pluginbase,mitsuhiko/pluginbase,A simple but flexible plugin system for Python.,,others,https://github.com/mitsuhiko/pluginbase,https://github.com/mitsuhiko/pluginbase,BSD-3-Clause,2014-06-30 20:51:42.000,2023-06-16 16:13:34.708,2021-05-16 16:12:48,56.0,,145,42.0,10.0,3.0,12.0,1085,2021-05-16 16:25:40.000,1.0.1,9.0,9.0,24,False,2484.0,2312.0,pluginbase,conda-forge/pluginbase,,,635134.0,https://pypi.org/project/pluginbase,2021-05-16 16:25:40.000,172.0,631060.0,https://anaconda.org/conda-forge/pluginbase,2023-06-16 16:13:34.708,305602.0,3.0,,,,,,,,,,,,,,,,,,
+316,rows,turicas/rows,"A common, beautiful interface to tabular data, no matter the format.",,data-loading,https://github.com/turicas/rows,https://github.com/turicas/rows,LGPL-3.0,2014-05-07 05:43:11.000,2024-03-09 16:08:10.000,2024-03-09 16:07:35,958.0,4.0,135,64.0,76.0,167.0,149.0,860,2021-12-15 14:50:33.964,0.0.0,10.0,31.0,24,True,196.0,167.0,rows,,,38.0,1189.0,https://pypi.org/project/rows,2021-12-15 14:50:33.964,29.0,1189.0,,,,3.0,,,,,,,,,,,,,,,,,,
+317,ratelimit,tomasbasham/ratelimit,API Rate Limit Decorator.,,utilities,https://github.com/tomasbasham/ratelimit,https://github.com/tomasbasham/ratelimit,MIT,2015-08-26 10:39:52.000,2023-06-16 19:24:24.060,2019-02-06 21:53:36,36.0,,147,10.0,22.0,29.0,19.0,714,2018-12-17 18:55:49.000,2.2.1,11.0,8.0,24,False,3644.0,3387.0,ratelimit,conda-forge/ratelimit,,,6660593.0,https://pypi.org/project/ratelimit,2018-12-17 18:55:49.000,257.0,6660214.0,https://anaconda.org/conda-forge/ratelimit,2023-06-16 19:24:24.060,14781.0,3.0,,,,,,,,,,,,,,,,,,
+318,ubelt,Erotemic/ubelt,"A Python utility library with a stdlib like feel and extra batteries. Paths, Progress, Dicts, Downloads, Caching,..",,utilities,https://github.com/Erotemic/ubelt,https://github.com/Erotemic/ubelt,Apache-2.0,2017-01-30 21:14:57.000,2024-04-16 22:26:09.000,2024-04-13 01:09:42,1444.0,12.0,42,17.0,137.0,2.0,13.0,711,2024-03-20 18:41:57.000,1.3.5,73.0,4.0,24,True,73.0,,ubelt,conda-forge/ubelt,,9.0,25302.0,https://pypi.org/project/ubelt,2024-03-20 18:17:57.000,73.0,22869.0,https://anaconda.org/conda-forge/ubelt,2024-03-20 20:04:14.360,75425.0,3.0,,,,,,,,,,,,,,,,,,
+319,messytables,okfn/messytables,Tools for parsing messy tabular data. This is now superseded by https://github.com/frictionlessdata/tabulator-py.,,data-loading,https://github.com/okfn/messytables,https://github.com/okfn/messytables,MIT,2011-07-27 18:08:21.000,2023-05-22 21:34:25.000,2019-11-13 07:35:33,601.0,,109,45.0,111.0,41.0,55.0,390,2017-02-09 12:37:47.000,0.15.2,26.0,44.0,24,False,423.0,299.0,messytables,,,,11954.0,https://pypi.org/project/messytables,2017-02-09 12:37:47.000,124.0,11954.0,,,,3.0,,,,,,,,,,,,,,,,,,
+320,aiomisc,aiokitchen/aiomisc,aiomisc - miscellaneous utils for asyncio.,,async,https://github.com/aiokitchen/aiomisc,https://github.com/aiokitchen/aiomisc,MIT,2018-04-13 14:33:37.000,2024-04-18 18:20:23.000,2024-04-18 18:19:48,968.0,23.0,25,18.0,183.0,7.0,18.0,364,2024-04-18 18:20:23.000,17.5.6,266.0,19.0,24,True,403.0,364.0,aiomisc,,,,18494.0,https://pypi.org/project/aiomisc,2024-04-18 18:20:23.000,39.0,18494.0,,,,3.0,,,,,,,,,,,,,,,,,,
+321,pyhdb,SAP-archive/PyHDB,SAP HANA Connector in pure Python.,,db-clients,https://github.com/SAP-archive/PyHDB,https://github.com/SAP-archive/PyHDB,Apache-2.0,2014-12-12 04:02:40.000,2021-05-04 17:33:58.000,2021-05-04 17:33:54,158.0,,136,53.0,60.0,,90.0,313,2018-02-16 12:44:36.000,0.3.4,8.0,10.0,24,False,225.0,203.0,pyhdb,,,108.0,328956.0,https://pypi.org/project/pyhdb,2018-02-16 12:37:13.000,22.0,328955.0,,,,3.0,,,,,,,,,,,,,,,,,,
+322,deepdish,uchicago-cs/deepdish,Flexible HDF5 saving/loading and other data science tools from the University of Chicago.,,data-loading,https://github.com/uchicago-cs/deepdish,https://github.com/uchicago-cs/deepdish,BSD-3-Clause,2014-08-27 18:10:26.000,2023-08-18 18:56:11.000,2021-09-23 16:12:06,380.0,,57,21.0,14.0,16.0,24.0,267,2021-09-24 05:09:00.400,0.3.7,17.0,10.0,24,False,955.0,868.0,deepdish,conda-forge/deepdish,,,22342.0,https://pypi.org/project/deepdish,2021-09-24 05:09:00.400,87.0,21282.0,https://anaconda.org/conda-forge/deepdish,2023-06-16 13:19:04.224,94413.0,3.0,,,,,,,,,,,,,,,,,,
+323,clint,kennethreitz-archive/clint,Python Command-line Application Tools.,,cli-helpers,https://github.com/kennethreitz/clint,https://github.com/kennethreitz/clint,ISC,2010-10-12 02:40:00.000,2023-09-22 13:46:56.000,2017-09-02 04:38:47,372.0,,19,4.0,113.0,51.0,42.0,95,2015-08-25 16:13:43.000,0.5.1,18.0,64.0,24,False,6086.0,4747.0,clint,conda-forge/clint,,118.0,117635.0,https://pypi.org/project/clint,2015-08-25 16:11:19.000,1339.0,117034.0,https://anaconda.org/conda-forge/clint,2023-06-16 13:16:28.082,57180.0,3.0,,,,,,,,,,,,,kennethreitz/clint,,,,,
+324,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,,,312.0,1843.0,76,2023-07-20 15:14:58.235,2.4.3,105.0,,24,False,8987.0,,openpyxl,openpyxl,,,80668624.0,https://pypi.org/project/openpyxl,2023-07-20 15:14:58.235,8957.0,80666400.0,https://anaconda.org/anaconda/openpyxl,2023-11-14 16:50:15.522,223467.0,3.0,,,,,,,openpyxl/openpyxl-ci,,https://hub.docker.com/r/openpyxl/openpyxl-ci,2018-09-13 18:04:17.646261,,1228.0,,,30.0,https://openpyxl.readthedocs.io/en/stable/,https://foss.heptapod.net/api/graphql::openpyxl/openpyxl,https://foss.heptapod.net/openpyxl/openpyxl
+325,grumpy,google/grumpy,Grumpy is a Python to Go source code transcompiler and runtime.,,python-implementations,https://github.com/google/grumpy,https://github.com/google/grumpy,Apache-2.0,2016-12-21 17:49:01.000,2022-01-18 09:01:43.000,2017-11-22 02:08:58,331.0,,657,391.0,276.0,81.0,80.0,10555,2018-07-24 16:42:00.000,0.3.0,9.0,30.0,23,False,22.0,21.0,grumpy-tools,,,,46.0,https://pypi.org/project/grumpy-tools,2018-07-24 16:42:00.000,1.0,46.0,,,,2.0,,,,,,,,,,,,,,,,,,
+326,CommonRegex,madisonmay/CommonRegex,A collection of common regular expressions bundled with an easy to use interface.,,utilities,https://github.com/madisonmay/CommonRegex,https://github.com/madisonmay/CommonRegex,MIT,2013-12-17 08:43:14.000,2023-04-20 18:31:08.000,2019-09-25 12:17:08,113.0,,140,40.0,22.0,20.0,11.0,1563,2021-12-15 15:25:21.835,1.5.4,6.0,14.0,23,False,205.0,181.0,commonregex,,,,91393.0,https://pypi.org/project/commonregex,2021-12-15 15:25:21.835,24.0,91393.0,,,,3.0,,,,,,,,,,,,,,,,,,
+327,pysparkling,svenkreiss/pysparkling,A pure Python implementation of Apache Sparks RDD and DStream interfaces.,,data-pipelines,https://github.com/svenkreiss/pysparkling,https://github.com/svenkreiss/pysparkling,MIT,2015-05-09 19:23:20.000,2023-06-16 19:25:18.270,2022-11-13 18:39:01,1534.0,,48,9.0,140.0,9.0,21.0,261,2022-11-13 18:45:00.900,0.6.2,69.0,10.0,23,False,214.0,206.0,pysparkling,conda-forge/pysparkling,,,12366.0,https://pypi.org/project/pysparkling,2022-11-13 18:45:00.900,8.0,12240.0,https://anaconda.org/conda-forge/pysparkling,2023-06-16 19:25:18.270,4666.0,3.0,,,,,,,,,,,,,,,,,,
+328,pyexcel-xlsx,pyexcel/pyexcel-xlsx,"A wrapper library to read, manipulate and write data in xlsx and xlsm format using openpyxl.",,data-loading,https://github.com/pyexcel/pyexcel-xlsx,https://github.com/pyexcel/pyexcel-xlsx,BSD-3-Clause,2014-12-02 00:03:24.000,2023-07-14 10:54:50.000,2020-11-28 22:30:53,264.0,,29,7.0,18.0,12.0,25.0,113,2020-10-10 13:13:32.000,0.6.0,30.0,4.0,23,False,2938.0,2742.0,pyexcel-xlsx,conda-forge/pyexcel-xlsx,,67.0,151361.0,https://pypi.org/project/pyexcel-xlsx,2020-10-10 13:13:32.000,196.0,151004.0,https://anaconda.org/conda-forge/pyexcel-xlsx,2023-06-16 13:23:09.620,27880.0,3.0,,,,,,,,,,,,,,,,,,
+329,pampy,santinic/pampy,Pampy: The Pattern Matching for Python you always dreamed of.,,utilities,https://github.com/santinic/pampy,https://github.com/santinic/pampy,MIT,2018-11-08 12:51:17.000,2022-03-29 22:05:25.000,2022-03-29 22:05:25,133.0,,126,64.0,19.0,23.0,15.0,3507,2019-11-07 15:54:35.000,0.3.0,11.0,10.0,22,False,454.0,420.0,pampy,,,,39703.0,https://pypi.org/project/pampy,2019-11-07 15:54:35.000,34.0,39703.0,,,,3.0,,,,,,,,,,,,,,,,,,
+330,macropy,lihaoyi/macropy,"Macros in Python: quasiquotes, case classes, LINQ and more!.",,others,https://github.com/lihaoyi/macropy,https://github.com/lihaoyi/macropy,MIT,2013-04-15 14:47:29.000,2023-06-10 14:24:20.000,2020-03-03 22:30:21,885.0,,165,98.0,31.0,18.0,58.0,3261,,,4.0,19.0,22,False,613.0,583.0,macropy3,,,,294.0,https://pypi.org/project/macropy3,2018-05-11 23:17:05.000,30.0,294.0,,,,3.0,,,,,,,,,,,,,,,,,,
+331,dpark,douban/dpark,"Python clone of Spark, a MapReduce alike framework in Python.",,data-pipelines,https://github.com/douban/dpark,https://github.com/douban/dpark,BSD-3-Clause,2012-04-11 08:35:06.000,2020-12-25 10:36:06.000,2020-12-25 10:36:05,1467.0,,554,267.0,30.0,1.0,60.0,2693,2018-07-27 04:11:36.000,0.5.0,19.0,35.0,22,False,6.0,5.0,dpark,,['spark'],,80.0,https://pypi.org/project/dpark,2018-07-27 04:11:36.000,1.0,80.0,,,,3.0,,,,,,,,,,,,,,,,,,
+332,pyston,pyston/pyston,A faster and highly-compatible implementation of the Python programming language.,,python-implementations,https://github.com/pyston/pyston,https://github.com/pyston/pyston,Apache-2.0,2021-03-01 22:38:24.000,2023-02-28 17:09:53.000,2023-02-28 17:09:53,107476.0,,89,38.0,214.0,46.0,58.0,2488,2022-09-26 19:13:22.000,pyston_2.3.5,7.0,1035.0,22,False,,,,,,23901.0,682.0,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+333,bashplotlib,glamp/bashplotlib,plotting in the terminal.,,cli-helpers,https://github.com/glamp/bashplotlib,https://github.com/glamp/bashplotlib,MIT,2012-12-13 04:01:10.000,2022-04-29 19:18:16.000,2021-03-31 19:40:59,210.0,,84,46.0,34.0,18.0,11.0,1825,2016-02-06 21:56:46.000,0.6.5,27.0,20.0,22,False,210.0,179.0,bashplotlib,,,,4891.0,https://pypi.org/project/bashplotlib,2016-02-06 21:56:46.000,31.0,4891.0,,,,3.0,,,,,,,,,,,,,,,,,,
+334,pickleDB,patx/pickledb,pickleDB is an open source key-value store using Pythons json module.,,data-containers,https://github.com/patx/pickledb,https://github.com/patx/pickledb,BSD-3-Clause,2011-10-28 00:04:40.000,2023-05-14 06:17:52.000,2023-04-19 03:40:46,109.0,,122,14.0,32.0,31.0,42.0,872,2019-01-14 18:48:25.000,0.9.2,20.0,15.0,22,True,1832.0,1727.0,pickledb,,,,24995.0,https://pypi.org/project/pickledb,2019-01-14 18:48:25.000,105.0,24995.0,,,,3.0,,,,,,,,,,,,,,,,,,
+335,unsync,alex-sherman/unsync,Unsynchronize asyncio.,,async,https://github.com/alex-sherman/unsync,https://github.com/alex-sherman/unsync,MIT,2018-02-06 02:16:16.000,2024-03-16 01:56:02.000,2024-03-16 01:55:55,63.0,1.0,51,21.0,20.0,3.0,28.0,868,2021-10-21 00:46:56.000,1.4.0,9.0,11.0,22,True,242.0,223.0,unsync,conda-forge/unsync,,,53875.0,https://pypi.org/project/unsync,2021-10-21 00:46:56.000,19.0,53602.0,https://anaconda.org/conda-forge/unsync,2023-06-16 19:20:12.238,12602.0,3.0,,,,,,,,,,,,,,,,,,
+336,dirty-equals,samuelcolvin/dirty-equals,Doing dirty (but extremely useful) things with equals.,,data-validation,https://github.com/samuelcolvin/dirty-equals,https://github.com/samuelcolvin/dirty-equals,MIT,2022-01-26 16:10:05.000,2023-12-27 08:33:50.000,2023-11-15 05:38:03,126.0,,35,12.0,65.0,13.0,19.0,764,2023-11-15 04:40:34.000,0.7.1-post0,15.0,16.0,22,True,339.0,308.0,dirty-equals,conda-forge/dirty-equals,,,122903.0,https://pypi.org/project/dirty-equals,2023-11-15 05:03:24.000,31.0,121172.0,https://anaconda.org/conda-forge/dirty-equals,2023-11-15 20:33:25.333,43276.0,3.0,,,,,,,,,,,,,,,,,,
+337,Unipath,mikeorr/Unipath,An object-oriented approach to Python file/directory operations.,,file-path-utils,https://github.com/mikeorr/Unipath,https://github.com/mikeorr/Unipath,MIT,2013-01-28 04:38:28.000,2022-01-11 09:35:44.000,2015-02-14 18:30:08,49.0,,39,16.0,12.0,6.0,11.0,513,2009-03-29 15:28:56.000,0.2.1,3.0,6.0,22,False,11659.0,9611.0,unipath,,,,51280.0,https://pypi.org/project/unipath,2015-02-11 04:36:12.000,2048.0,51280.0,,,,3.0,,,,,,,,,,,,,,,,,,
+338,rtoml,samuelcolvin/rtoml,A fast TOML library for python implemented in rust.,,serialization,https://github.com/samuelcolvin/rtoml,https://github.com/samuelcolvin/rtoml,MIT,2020-01-07 22:30:25.000,2024-01-26 18:44:57.000,2024-01-26 18:44:57,88.0,,29,8.0,54.0,14.0,11.0,296,2023-12-21 12:00:14.000,0.10.0,14.0,15.0,22,True,464.0,406.0,rtoml,,,,347824.0,https://pypi.org/project/rtoml,2023-12-21 12:00:14.000,58.0,347824.0,,,,3.0,,,,,,,,,,,,,,,,,,
+339,aioprometheus,claws/aioprometheus,A Prometheus Python client library for asyncio-based applications.,,db-clients,https://github.com/claws/aioprometheus,https://github.com/claws/aioprometheus,MIT,2016-06-18 12:53:23.000,2023-12-27 23:54:29.000,2023-12-27 23:53:32,125.0,,19,6.0,64.0,12.0,24.0,170,2023-12-27 23:54:29.000,23.12.0,27.0,12.0,22,True,306.0,293.0,aioprometheus,,,,144716.0,https://pypi.org/project/aioprometheus,2023-12-27 23:54:29.000,13.0,144716.0,,,,3.0,,,,,,,,,,,,,,,,,,
+340,docopt-ng,jazzband/docopt-ng,"Humane command line arguments parser. Now with maintenance, typehints, and complete test coverage.",,cli-helpers,https://github.com/jazzband/docopt-ng,https://github.com/jazzband/docopt-ng,MIT,2019-03-26 15:35:29.000,2024-04-08 17:47:48.000,2024-03-29 20:59:55,630.0,2.0,18,11.0,35.0,18.0,15.0,160,2023-05-30 20:50:42.000,0.9.0,6.0,48.0,22,True,346.0,302.0,docopt-ng,,,,153114.0,https://pypi.org/project/docopt-ng,2023-05-30 20:48:00.631,44.0,153114.0,,,,3.0,,,,,,,,,,,,,,,,,,
+341,coolname,alexanderlukanin13/coolname,Random Name and Slug Generator.,,text,https://github.com/alexanderlukanin13/coolname,https://github.com/alexanderlukanin13/coolname,BSD-2-Clause,2015-11-06 18:07:11.000,2023-06-16 19:24:08.971,2023-01-09 14:46:17,155.0,,12,5.0,11.0,2.0,7.0,131,2023-01-09 22:37:52.868,2.2.0,9.0,3.0,22,False,2381.0,2310.0,coolname,conda-forge/coolname,,,547058.0,https://pypi.org/project/coolname,2023-01-09 22:37:52.868,71.0,544852.0,https://anaconda.org/conda-forge/coolname,2023-06-16 19:24:08.971,88249.0,3.0,,,,,,,,,,,,,,,,,,
+342,stopit,glenfant/stopit,"Raise asynchronous exceptions in other thread, control the timeout of blocks or callables with a context manager or a..",,async,https://github.com/glenfant/stopit,https://github.com/glenfant/stopit,MIT,2014-02-09 15:40:01.000,2024-01-09 14:39:36.000,2024-01-09 14:39:36,34.0,,21,5.0,12.0,5.0,15.0,104,2018-02-09 00:32:14.000,1.1.2,4.0,7.0,22,True,2448.0,2320.0,stopit,conda-forge/stopit,,,472351.0,https://pypi.org/project/stopit,2018-02-09 00:32:14.000,128.0,460901.0,https://anaconda.org/conda-forge/stopit,2023-06-16 16:07:54.264,858775.0,3.0,,,,,,,,,,,,,,,,,,
+343,Click Extra,kdeldycke/click-extra,Extra colorization and configuration loading for Click.,,cli-helpers,https://github.com/kdeldycke/click-extra,https://github.com/kdeldycke/click-extra,GPL-2.0,2021-10-18 08:02:27.000,2024-04-25 12:55:00.000,2024-04-25 05:40:51,1879.0,85.0,5,3.0,869.0,17.0,50.0,52,2024-04-05 10:54:51.000,4.7.5,70.0,8.0,22,False,72.0,64.0,click-extra,,,247.0,4417.0,https://pypi.org/project/click-extra,2024-04-05 10:54:34.000,8.0,4409.0,,,,3.0,,,,,,,,,,,,,,,,,,
+344,py2neo,py2neo-org/py2neo,EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for Python.,,db-clients,https://github.com/neo4j-contrib/py2neo,https://github.com/neo4j-contrib/py2neo,Apache-2.0,2011-07-03 10:01:07.000,2023-11-30 10:55:36.000,2023-11-30 10:55:18,2944.0,,5,3.0,182.0,23.0,760.0,12,2023-10-20 15:18:09.000,2021.2.4,115.0,37.0,22,False,647.0,,py2neo,conda-forge/py2neo,,,44354.0,https://pypi.org/project/py2neo,2023-10-20 15:18:09.000,647.0,43563.0,https://anaconda.org/conda-forge/py2neo,2023-06-16 13:20:51.158,64871.0,3.0,,,,,,,,,,,,,neo4j-contrib/py2neo,,,,,
+345,borb,jorisschellekens/borb,"borb is a library for reading, creating and manipulating PDF files in python.",,data-loading,https://github.com/jorisschellekens/borb,https://github.com/jorisschellekens/borb,,2020-11-07 14:04:37.000,2024-03-21 21:04:06.386,2024-03-19 18:38:23,86.0,1.0,146,34.0,13.0,11.0,179.0,3284,2024-03-19 18:41:16.000,2.1.22,67.0,1.0,21,False,219.0,219.0,ptext-joris-schellekens,conda-forge/borb,,,1561.0,https://pypi.org/project/ptext-joris-schellekens,2021-07-20 11:34:32.000,,,https://anaconda.org/conda-forge/borb,2024-03-21 21:04:06.386,49977.0,3.0,,,,,,,,,,,,,,,,,,
+346,db.py,yhat/db.py,db.py is an easier way to interact with your databases.,,db-clients,https://github.com/yhat/db.py,https://github.com/yhat/db.py,BSD-2-Clause,2014-10-26 15:36:57.000,2021-08-02 12:32:38.000,2017-03-31 14:41:30,233.0,,111,50.0,49.0,32.0,22.0,1219,2017-03-31 14:41:57.000,0.5.3,35.0,24.0,21,False,28.0,,db.py,,,,1005.0,https://pypi.org/project/db.py,2017-03-31 14:41:57.000,28.0,1005.0,,,,3.0,,,,,,,,,,,,,,,,,,
+347,mrq,pricingassistant/mrq,Mr. Queue - A distributed worker task queue in Python using Redis & gevent.,,data-pipelines,https://github.com/pricingassistant/mrq,https://github.com/pricingassistant/mrq,MIT,2014-02-13 09:32:40.000,2023-06-13 19:16:57.000,2020-12-13 18:58:15,709.0,,121,59.0,77.0,64.0,120.0,876,2018-08-31 16:03:04.000,0.9.10,70.0,40.0,21,False,44.0,32.0,mrq,,,,330.0,https://pypi.org/project/mrq,2018-08-31 16:03:04.000,12.0,330.0,,,,3.0,,,,,,,,,,,,,,,,,,
+348,awesome-slugify,voronind/awesome-slugify,Python flexible slugify function.,,text,https://github.com/voronind/awesome-slugify,https://github.com/voronind/awesome-slugify,GPL-3.0,2013-10-19 02:58:27.000,2023-06-16 13:15:53.669,2017-01-20 20:45:25,96.0,,46,11.0,20.0,18.0,11.0,482,2015-06-05 06:31:13.000,1.6.5,26.0,11.0,21,False,4572.0,3384.0,awesome-slugify,conda-forge/awesome-slugify,,,43372.0,https://pypi.org/project/awesome-slugify,2015-06-05 06:31:13.000,1188.0,42641.0,https://anaconda.org/conda-forge/awesome-slugify,2023-06-16 13:15:53.669,70194.0,3.0,,,,,,,,,,,,,,,,,,
+349,PyMODM,mongodb/pymodm,"A Pythonic, object-oriented interface for working with MongoDB.",,db-clients,https://github.com/mongodb/pymodm,https://github.com/mongodb/pymodm,Apache-2.0,2016-03-30 16:24:59.000,2023-06-16 19:18:01.986,2020-10-16 22:20:10,123.0,,67,47.0,71.0,2.0,,353,2020-04-30 18:54:55.036,0.4.3,8.0,18.0,21,False,720.0,636.0,pymodm,conda-forge/pymodm,,,15396.0,https://pypi.org/project/pymodm,2020-04-30 18:54:55.036,84.0,15290.0,https://anaconda.org/conda-forge/pymodm,2023-06-16 19:18:01.986,5317.0,3.0,,,,,,,,,,,,,,,,,,
+350,price-parser,scrapinghub/price-parser,Extract price amount and currency symbol from a raw text string.,,text,https://github.com/scrapinghub/price-parser,https://github.com/scrapinghub/price-parser,BSD-3-Clause,2019-04-11 18:27:30.000,2023-10-17 16:38:29.000,2023-10-17 16:38:29,107.0,,48,14.0,34.0,25.0,13.0,300,2020-11-25 09:35:49.000,0.3.4,12.0,14.0,21,True,436.0,417.0,price-parser,,,,94161.0,https://pypi.org/project/price-parser,2020-11-25 09:35:49.000,19.0,94161.0,,,,3.0,,,,,,,,,,,,,,,,,,
+351,datatest,shawnbrown/datatest,Tools for test driven data-wrangling and data validation.,,data-loading,https://github.com/shawnbrown/datatest,https://github.com/shawnbrown/datatest,Apache-2.0,2016-05-12 13:16:27.000,2021-12-05 17:44:33.000,2021-12-05 17:44:33,2173.0,,15,12.0,5.0,14.0,43.0,288,2021-01-04 03:43:58.000,0.11.1,17.0,7.0,21,False,180.0,174.0,datatest,,,,22973.0,https://pypi.org/project/datatest,2021-01-04 03:39:40.000,6.0,22973.0,,,,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,,16,7.0,9.0,16.0,5.0,209,2021-02-17 21:00:28.000,0.1.13,15.0,3.0,21,False,922.0,918.0,gsheetsdb,,,,62313.0,https://pypi.org/project/gsheetsdb,2022-01-05 03:28:15.000,4.0,62313.0,,,,3.0,,,,,,,,,,,,,,,,,,
+353,PyPattyrn,tylerlaberge/PyPattyrn,A simple library for implementing common design patterns.,,algorithms,https://github.com/tylerlaberge/PyPattyrn,https://github.com/tylerlaberge/PyPattyrn,MIT,2016-07-17 22:09:31.000,2022-07-02 08:28:47.000,2020-02-09 19:26:00,103.0,,146,67.0,4.0,1.0,41.0,2204,2016-09-11 02:13:18.000,1.2,3.0,4.0,20,False,58.0,48.0,pypattyrn,,,,1720.0,https://pypi.org/project/pypattyrn,2016-09-11 02:18:42.000,10.0,1720.0,,,,3.0,,,,,,,,,,,,,,,,,,
+354,excalibur,camelot-dev/excalibur,A web interface to extract tabular data from PDFs.,,data-loading,https://github.com/camelot-dev/excalibur,https://github.com/camelot-dev/excalibur,MIT,2018-10-20 11:34:49.000,2023-07-15 11:04:03.000,2023-07-15 11:04:02,238.0,,216,38.0,56.0,86.0,40.0,1462,2020-07-17 16:16:44.000,0.4.3,9.0,13.0,20,True,,,excalibur-py,,,11958.0,1793.0,https://pypi.org/project/excalibur-py,2020-03-21 11:40:49.000,,1612.0,,,,3.0,,,,,,,,,,,,,,,,,,
+355,Databolt Flow,d6t/d6tflow,Python library for building highly effective data science workflows.,,data-pipelines,https://github.com/d6t/d6tflow,https://github.com/d6t/d6tflow,MIT,2019-02-03 01:51:22.000,2024-02-20 02:03:46.000,2023-07-20 18:28:08,272.0,,77,24.0,19.0,11.0,13.0,952,2024-02-20 02:03:46.000,0.2.8,25.0,13.0,20,True,28.0,28.0,d6tflow,,,,188.0,https://pypi.org/project/d6tflow,2024-02-20 02:03:46.000,,188.0,,,,3.0,,,,,,,,,,,,,,,,,,
+356,pdpipe,pdpipe/pdpipe,Easy pipelines for pandas DataFrames.,,data-pipelines,https://github.com/pdpipe/pdpipe,https://github.com/pdpipe/pdpipe,MIT,2017-01-24 20:37:22.000,2023-06-16 19:23:35.358,2022-12-24 17:10:19,440.0,,44,17.0,48.0,15.0,38.0,716,2022-09-20 06:06:25.216,0.3.2,86.0,11.0,20,False,67.0,60.0,pdpipe,conda-forge/pdpipe,['pandas'],,2814.0,https://pypi.org/project/pdpipe,2022-07-04 17:58:17.000,7.0,2084.0,https://anaconda.org/conda-forge/pdpipe,2023-06-16 19:23:35.358,29944.0,3.0,,,,,,,,,,,,,,,,,,
+357,PugSQL,mcfunley/pugsql,A HugSQL-inspired database library for Python.,,db-clients,https://github.com/mcfunley/pugsql,https://github.com/mcfunley/pugsql,Apache-2.0,2019-05-19 16:55:38.000,2023-12-10 20:59:05.000,2022-05-27 16:50:28,284.0,,22,10.0,32.0,22.0,21.0,662,2022-03-13 23:32:45.000,0.2.4,25.0,12.0,20,False,71.0,68.0,pugsql,,,,5755.0,https://pypi.org/project/pugsql,2022-03-13 23:32:45.000,3.0,5755.0,,,,3.0,,,,,,,,,,,,,,,,,,
+358,pypyr,pypyr/pypyr,"pypyr task-runner cli & api for automation pipelines. Automate anything by combining commands, different scripts in..",,infrastructure,https://github.com/pypyr/pypyr,https://github.com/pypyr/pypyr,Apache-2.0,2017-03-24 11:26:15.000,2023-12-19 22:25:16.000,2023-09-22 03:08:36,714.0,,26,14.0,183.0,16.0,122.0,569,2023-09-22 03:14:38.000,5.9.1,85.0,10.0,20,True,120.0,111.0,pypyr,conda-forge/pypyr,,,3185.0,https://pypi.org/project/pypyr,2023-09-22 03:14:38.000,9.0,2647.0,https://anaconda.org/conda-forge/pypyr,2023-09-22 05:04:53.900,14531.0,3.0,,,,,,,,,,,,,,,,,,
+359,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 21:53:58.000,2024-04-25 13:26:34.000,2024-04-16 09:11:49,723.0,34.0,24,5.0,276.0,5.0,,290,2024-04-16 09:44:20.000,1.1.273,679.0,12.0,20,True,6.0,6.0,upgini,,,,6880.0,https://pypi.org/project/upgini,2024-04-22 16:53:04.000,,6880.0,,,,3.0,,,,,,,,,,,,,,,,,,
+360,BatchFlow,analysiscenter/batchflow,BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and..,,data-pipelines,https://github.com/analysiscenter/batchflow,https://github.com/analysiscenter/batchflow,Apache-2.0,2017-03-13 14:22:53.000,2024-04-12 02:05:58.000,2024-01-18 11:58:13,5466.0,,44,14.0,632.0,33.0,80.0,196,2023-08-01 10:51:02.000,0.8.7,20.0,37.0,20,True,9.0,9.0,batchflow,,,,225.0,https://pypi.org/project/batchflow,2023-08-01 10:51:02.000,,225.0,,,,3.0,,,,,,,,,,,,,,,,,,
+361,typical,seandstewart/typical,"Typical: Fast, simple, & correct data-validation using Python 3 typing.",,data-validation,https://github.com/seandstewart/typical,https://github.com/seandstewart/typical,MIT,2019-03-15 01:24:36.000,2024-02-28 02:03:46.000,2023-04-26 16:56:57,532.0,,9,6.0,110.0,17.0,84.0,181,2023-04-26 17:06:00.831,2.8.1,115.0,9.0,20,True,85.0,81.0,typical,conda-forge/typical,,,2501.0,https://pypi.org/project/typical,2019-07-20 00:03:59.000,4.0,1463.0,https://anaconda.org/conda-forge/typical,2023-06-16 19:25:53.591,36359.0,3.0,,,,,,,,,,,,,,,,,,
+362,spark-deep-learning,databricks/spark-deep-learning,Deep Learning Pipelines for Apache Spark.,,data-pipelines,https://github.com/databricks/spark-deep-learning,https://github.com/databricks/spark-deep-learning,Apache-2.0,2017-05-31 17:30:28.000,2023-03-30 20:19:05.000,2022-03-21 17:12:16,138.0,,457,159.0,142.0,78.0,27.0,1986,2020-01-08 19:50:31.000,1.6.0,9.0,17.0,19,False,40.0,40.0,,,['spark'],,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+363,psycopg3,psycopg/psycopg,New generation PostgreSQL database adapter for the Python programming language.,,db-clients,https://github.com/psycopg/psycopg,https://github.com/psycopg/psycopg,LGPL-3.0,2020-03-15 04:15:53.000,2024-04-21 01:30:00.000,2024-04-20 22:12:25,3088.0,121.0,143,27.0,258.0,32.0,399.0,1474,,,,51.0,19,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+364,Pipeless,pipeless-ai/pipeless,An open-source framework to create and deploy computer vision applications in minutes.,,computer-vision,https://github.com/pipeless-ai/pipeless,https://github.com/pipeless-ai/pipeless,Apache-2.0,2023-07-21 17:22:24.000,2024-04-24 10:23:59.000,2024-04-19 20:02:12,656.0,44.0,30,5.0,106.0,7.0,18.0,646,2024-02-23 12:24:30.000,1.11.0,66.0,7.0,19,True,2.0,,pipeless-ai,,,910.0,205.0,https://pypi.org/project/pipeless-ai,2023-11-02 12:42:21.000,2.0,92.0,,,,1.0,,,,,,,,,,,,,,,,,,
+365,valideer,podio/valideer,Lightweight data validation and adaptation Python library.,,data-validation,https://github.com/podio/valideer,https://github.com/podio/valideer,MIT,2012-07-25 12:33:39.000,2023-06-16 13:17:05.198,2023-01-05 10:28:14,91.0,,23,49.0,14.0,7.0,11.0,264,2015-12-20 08:56:50.000,0.4.2,8.0,9.0,19,False,87.0,70.0,valideer,conda-forge/valideer,,,7011.0,https://pypi.org/project/valideer,2015-12-20 08:56:50.000,17.0,6788.0,https://anaconda.org/conda-forge/valideer,2023-06-16 13:17:05.198,21446.0,3.0,,,,,,,,,,,,,,,,,,
+366,Queries,gmr/queries,PostgreSQL database access simplified.,,db-clients,https://github.com/gmr/queries,https://github.com/gmr/queries,BSD-3-Clause,2012-08-24 16:12:55.000,2021-11-16 15:05:15.000,2021-11-16 15:02:24,337.0,,34,10.0,25.0,6.0,14.0,259,2021-11-16 15:05:08.000,2.1.1,30.0,12.0,19,False,160.0,133.0,queries,,,,3142.0,https://pypi.org/project/queries,2021-11-16 15:05:08.000,27.0,3142.0,,,,3.0,,,,,,,,,,,,,,,,,,
+367,fletcher,xhochy/fletcher,Pandas ExtensionDType/Array backed by Apache Arrow.,,data-containers,https://github.com/xhochy/fletcher,https://github.com/xhochy/fletcher,MIT,2018-03-04 16:44:22.000,2023-06-16 16:09:03.368,2023-02-22 15:16:59,522.0,,33,18.0,147.0,,74.0,228,2021-01-17 20:11:01.000,0.7.2,16.0,24.0,19,False,6.0,5.0,fletcher,conda-forge/fletcher,['pandas'],21.0,1246.0,https://pypi.org/project/fletcher,2021-01-17 20:11:01.000,1.0,279.0,https://anaconda.org/conda-forge/fletcher,2023-06-16 16:09:03.368,66760.0,3.0,,,,,,,,,,,,,,,,,,
+368,riko,nerevu/riko,A Python stream processing engine modeled after Yahoo! Pipes.,,data-pipelines,https://github.com/nerevu/riko,https://github.com/nerevu/riko,MIT,2016-06-02 12:22:51.000,2021-12-28 23:04:04.000,2021-12-28 23:01:31,1269.0,,76,52.0,23.0,22.0,8.0,1608,2021-12-28 23:04:04.000,0.67.0,59.0,18.0,18,False,1.0,,riko,,,,715.0,https://pypi.org/project/riko,2021-12-28 23:04:04.000,1.0,715.0,,,,3.0,,,,,,,,,,,,,,,,,,
+369,Bounter,RaRe-Technologies/bounter,Efficient Counter that uses a limited (bounded) amount of memory regardless of data size.,,data-containers,https://github.com/piskvorky/bounter,https://github.com/piskvorky/bounter,MIT,2017-07-18 07:24:15.000,2022-11-20 08:18:00.871,2022-11-20 08:15:57,169.0,,48,23.0,28.0,15.0,10.0,936,2022-11-20 08:19:03.000,1.2.0,8.0,9.0,18,False,42.0,34.0,bounter,,,,294.0,https://pypi.org/project/bounter,2022-11-20 08:18:00.871,8.0,294.0,,,,3.0,,,,,,,,,,,,,piskvorky/bounter,,,,,
+370,validr,guyskk/validr,"A simple, fast, extensible python library for data validation.",,data-validation,https://github.com/guyskk/validr,https://github.com/guyskk/validr,MIT,2015-09-05 05:47:04.000,2024-04-11 23:06:48.000,2023-12-23 16:55:35,407.0,,12,10.0,42.0,3.0,22.0,211,2023-12-13 20:40:33.000,1.2.2,24.0,7.0,18,True,6.0,,validr,,,,508.0,https://pypi.org/project/validr,2023-12-13 20:40:33.000,6.0,508.0,,,,3.0,,,,,,,,,,,,,,,,,,
+371,Mara Pipelines,mara/mara-pipelines,"A lightweight opinionated ETL framework, halfway between plain scripts and Apache Airflow.",,data-pipelines,https://github.com/mara/mara-pipelines,https://github.com/mara/mara-pipelines,MIT,2018-03-31 20:37:22.000,2023-12-15 16:14:47.000,2023-12-07 14:42:14,172.0,,105,56.0,74.0,26.0,16.0,2053,2023-12-06 18:22:59.000,3.5.0,11.0,17.0,17,True,1.0,,mara-pipelines,,,,69.0,https://pypi.org/project/mara-pipelines,2023-12-06 18:12:20.000,1.0,69.0,,,,3.0,,,,,,,,,,,,,,,,,,
+372,wssh,aluzzardi/wssh,SSH to WebSockets Bridge.,,infrastructure,https://github.com/aluzzardi/wssh,https://github.com/aluzzardi/wssh,MIT,2012-07-24 05:26:41.000,2019-02-12 13:08:18.000,2016-10-11 00:37:04,34.0,,275,87.0,15.0,26.0,5.0,1360,2012-07-24 09:27:02.000,0.1.0,1.0,9.0,17,False,15.0,10.0,wssh,,,,41.0,https://pypi.org/project/wssh,2012-07-24 09:27:02.000,5.0,41.0,,,,3.0,,,,,,,,,,,,,,,,,,
+373,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 21:31:13,266.0,1.0,58,35.0,46.0,14.0,58.0,1109,2022-05-12 11:29:27.000,1.0,6.0,30.0,17,True,6.0,6.0,colout,,,,201.0,https://pypi.org/project/colout,2020-06-21 20:05:59.000,,201.0,,,,3.0,,,,,,,,,,,,,,,,,,
+374,stackless,stackless-dev/stackless,The Stackless Python programming language.,,python-implementations,https://github.com/stackless-dev/stackless,https://github.com/stackless-dev/stackless,,2017-09-05 14:36:10.000,2023-11-30 11:40:59.000,2021-08-11 18:33:11,106029.0,,59,39.0,40.0,11.0,256.0,995,,,,999.0,17,False,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+375,bodywork-core,bodywork-ml/bodywork-core,ML pipeline orchestration and model deployments on Kubernetes.,,data-pipelines,https://github.com/bodywork-ml/bodywork-core,https://github.com/bodywork-ml/bodywork-core,AGPL-3.0,2020-11-17 11:38:17.000,2023-08-18 06:42:48.000,2022-07-04 09:38:06,946.0,,22,11.0,120.0,21.0,57.0,433,2022-07-04 09:43:53.000,3.0.12,62.0,4.0,17,False,18.0,18.0,bodywork,,,,284.0,https://pypi.org/project/bodywork,2022-07-04 09:43:53.000,,284.0,,,,3.0,,,,,,,,,,,,,,,,,,
+376,flupy,olirice/flupy,Fluent data pipelines for python and your shell.,,data-pipelines,https://github.com/olirice/flupy,https://github.com/olirice/flupy,MIT,2018-01-06 16:46:04.000,2024-02-27 14:33:01.000,2024-02-27 14:32:58,208.0,2.0,14,8.0,19.0,2.0,12.0,186,2022-10-21 16:09:00.872,1.2.0,38.0,6.0,17,True,,,flupy,,,,217078.0,https://pypi.org/project/flupy,2022-10-21 16:09:00.872,,217078.0,,,,3.0,,,,,,,,,,,,,,,,,,
+377,csvs-to-sqlite,simonw/csvs-to-sqlite,Convert CSV files into a SQLite database.,,data-loading,https://github.com/simonw/csvs-to-sqlite,https://github.com/simonw/csvs-to-sqlite,Apache-2.0,2017-11-13 06:38:21.000,2023-12-27 11:39:54.000,2021-11-18 16:33:36,85.0,,68,18.0,28.0,42.0,30.0,858,2021-11-18 16:35:33.000,1.3,16.0,7.0,16,False,5.0,,csvs-to-sqlite,,,,1389.0,https://pypi.org/project/csvs-to-sqlite,2021-11-18 16:36:40.000,5.0,1389.0,,,,3.0,,,,,,,,,,,,,,,,,,
+378,lazydata,rstojnic/lazydata,Lazydata: Scalable data dependencies for Python projects.,,db-clients,https://github.com/rstojnic/lazydata,https://github.com/rstojnic/lazydata,Apache-2.0,2018-08-21 12:44:27.000,2019-02-13 18:15:09.000,2018-10-12 11:40:26,216.0,,23,18.0,9.0,7.0,6.0,626,2018-09-18 21:25:30.000,1.0.19,19.0,6.0,16,False,11.0,9.0,lazydata,,,,36.0,https://pypi.org/project/lazydata,2018-09-18 21:25:30.000,2.0,36.0,,,,3.0,,,,,,,,,,,,,,,,,,
+379,kale,kubeflow-kale/kale,Kubeflows superfood for Data Scientists.,,data-pipelines,https://github.com/kubeflow-kale/kale,https://github.com/kubeflow-kale/kale,Apache-2.0,2019-01-24 17:58:44.000,2023-01-06 03:22:37.000,2021-10-20 12:44:09,644.0,,125,18.0,278.0,127.0,78.0,623,2021-05-19 12:56:53.000,0.7.0,15.0,10.0,16,False,,,kubeflow-kale,,['jupyter'],,234.0,https://pypi.org/project/kubeflow-kale,2021-05-19 12:56:53.000,,234.0,,,,3.0,,,,,,,,,,,,,,,,,,
+380,Squirrel,merantix-momentum/squirrel-core,"A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient..",,data-loading,https://github.com/merantix-momentum/squirrel-core,https://github.com/merantix-momentum/squirrel-core,Apache-2.0,2022-02-11 08:15:36.000,2024-04-18 15:43:40.000,2024-01-15 11:48:36,125.0,,8,16.0,181.0,2.0,10.0,279,2024-01-15 11:55:58.000,0.19.8,110.0,18.0,16,True,3.0,2.0,squirrel-core,squirrel-core,,,660.0,https://pypi.org/project/squirrel-core,2024-01-15 11:55:58.000,,660.0,https://anaconda.org/anaconda/squirrel-core,2022-11-18 08:24:02.000,,3.0,,,,,,,,,,,,,,,1.0,,,
+381,cleverdict,PFython/cleverdict,A JSON-friendly data structure which allows both object attributes and dictionary keys and values to be used..,,data-structures,https://github.com/PFython/cleverdict,https://github.com/PFython/cleverdict,MIT,2020-06-20 05:07:58.000,2024-03-20 16:23:27.000,2022-03-26 19:33:44,213.0,,9,2.0,20.0,13.0,12.0,98,2022-02-15 06:59:08.000,1.9.2,28.0,7.0,16,False,43.0,38.0,cleverdict,,,,919.0,https://pypi.org/project/cleverdict,2022-02-15 06:59:08.000,5.0,919.0,,,,3.0,,,,,,,,,,,,,,,,,,
+382,Botflow,kkyon/botflow,"Python Fast Dataflow programming framework for Data pipeline work( Web Crawler,Machine Learning,Quantitative..",,data-pipelines,https://github.com/kkyon/botflow,https://github.com/kkyon/botflow,BSD-3-Clause,2018-08-20 03:13:31.000,2020-12-31 09:03:22.000,2019-05-23 14:40:50,192.0,,101,53.0,28.0,3.0,2.0,1195,2018-09-14 14:38:32.000,0.2.0,5.0,11.0,15,False,2.0,2.0,botflow,,,,43.0,https://pypi.org/project/botflow,2018-09-14 14:38:32.000,,43.0,,,,3.0,,,,,,,,,,,,,,,,,,
+383,SuperSQLite,plasticityai/supersqlite,A supercharged SQLite library for Python.,,db-clients,https://github.com/plasticityai/supersqlite,https://github.com/plasticityai/supersqlite,MIT,2018-11-09 08:20:26.000,2020-05-09 09:06:06.000,2019-08-27 13:16:09,221.0,,24,13.0,3.0,6.0,1.0,719,2018-11-22 02:36:46.000,0.0.78,57.0,2.0,15,False,13.0,10.0,supersqlite,,,,193.0,https://pypi.org/project/supersqlite,2018-11-22 02:36:46.000,3.0,193.0,,,,3.0,,,,,,,,,,,,,,,,,,
+384,millify,azaitsev/millify,Convert long numbers into a human-readable format in Python.,,text,https://github.com/azaitsev/millify,https://github.com/azaitsev/millify,MIT,2018-01-15 01:27:12.000,2022-04-19 08:41:41.000,2018-01-15 02:44:36,5.0,,12,2.0,5.0,3.0,,81,2018-01-15 02:19:08.000,0.1.1,1.0,1.0,15,False,976.0,967.0,millify,,,,52443.0,https://pypi.org/project/millify,2018-01-15 02:19:08.000,9.0,52443.0,,,,3.0,,,,,,,,,,,,,,,,,,
+385,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 16:16:22.000,2024-04-24 18:57:46.000,2024-03-26 22:33:23,986.0,39.0,21,2.0,871.0,8.0,18.0,269,2024-03-26 00:13:19.000,0.1.60,43.0,15.0,14,False,,,the-guide,,,,8.0,https://pypi.org/project/the-guide,2023-08-11 19:02:53.000,,8.0,,,,3.0,,,,,,,,,,,,,,,,,,
+386,PandaPy,firmai/pandapy,PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai).,,data-containers,https://github.com/firmai/pandapy,https://github.com/firmai/pandapy,MIT,2020-01-15 18:21:23.000,2021-10-20 11:36:04.000,2021-10-20 11:36:04,85.0,,65,21.0,2.0,2.0,1.0,548,2020-11-12 16:12:54.000,zen,22.0,3.0,13,False,7.0,7.0,pandapy,,['pandas'],,113.0,https://pypi.org/project/pandapy,2020-01-25 23:10:32.000,,113.0,,,,3.0,,,,,,,,,,,,,,,,,,
+387,RasgoQL,rasgointelligence/RasgoQL,"Write python locally, execute SQL in your data warehouse.",,data-pipelines,https://github.com/rasgointelligence/RasgoQL,https://github.com/rasgointelligence/RasgoQL,AGPL-3.0,2022-01-23 01:39:32.000,2022-07-05 16:55:25.000,2022-07-05 16:53:20,231.0,,11,9.0,68.0,6.0,15.0,266,2022-07-05 16:55:25.000,1.6.4,33.0,10.0,13,False,,,rasgoql,,,,169.0,https://pypi.org/project/rasgoql,2022-07-05 16:55:25.000,,169.0,,,,3.0,,,,,,,,,,,,,,,,,,
+388,datajob,vincentclaes/datajob,Build and deploy a serverless data pipeline on AWS with no effort.,,data-pipelines,https://github.com/vincentclaes/datajob,https://github.com/vincentclaes/datajob,Apache-2.0,2020-10-22 19:07:31.000,2023-02-08 04:33:47.000,2022-11-22 19:04:39,405.0,,19,6.0,77.0,18.0,40.0,108,2022-11-22 19:10:35.164,0.11.0,13.0,7.0,13,False,,,datajob,,,,114.0,https://pypi.org/project/datajob,2022-11-22 19:10:35.164,,114.0,,,,3.0,,,,,,,,,,,,,,,,,,
+389,cl-python,metawilm/cl-python,An implementation of Python in Common Lisp.,,python-implementations,https://github.com/metawilm/cl-python,https://github.com/metawilm/cl-python,,2009-05-14 18:00:17.000,2023-10-26 21:21:34.000,2023-10-26 21:21:34,1491.0,,34,30.0,10.0,3.0,16.0,364,,,,12.0,11,False,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
+390,dataklasses,dabeaz/dataklasses,A different spin on dataclasses.,,data-validation,https://github.com/dabeaz/dataklasses,https://github.com/dabeaz/dataklasses,,2021-12-19 23:40:48.000,2022-01-07 12:58:17.000,2022-01-07 12:58:15,17.0,,29,19.0,5.0,1.0,3.0,783,,,,3.0,7,False,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,
diff --git a/latest-changes.md b/latest-changes.md
index 145fea6..1e0e836 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._
-- kubernetes (🥈39 · ⭐ 6.4K · 📈) - Official Python client library for kubernetes. Apache-2
-- python-prompt-toolkit (🥈38 · ⭐ 8.9K · 📈) - Library for building powerful interactive command.. BSD-3
-- pycryptodomex (🥈38 · ⭐ 2.7K · 📈) - A self-contained cryptographic library for Python. BSD-3
-- numexpr (🥈37 · ⭐ 2.1K · 📈) - Fast numerical array expression evaluator for Python, NumPy, Pandas,.. MIT
-- libcloud (🥈34 · ⭐ 2K · 📈) - Apache Libcloud is a Python library which hides differences.. Apache-2
+- cpython (🥇50 · ⭐ 60K · 📈) - The Python programming language. MIT
+- keyring (🥈39 · ⭐ 1.2K · 📈) - Store and access your passwords safely. MIT
+- zipp (🥈35 · ⭐ 50 · 📈) - Backport of pathlib-compatible object wrapper for zip files. MIT
+- inflect (🥈34 · ⭐ 920 · 📈) - Correctly generate plurals, ordinals, indefinite articles; convert.. MIT
+- path (🥉33 · ⭐ 1.1K · 📈) - Object-oriented file system path manipulation. MIT
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
-- ansible (🥇47 · ⭐ 61K · 📉) - Ansible is a radically simple IT automation platform that makes.. ❗️GPL-3.0
-- Pygments (🥇42 · ⭐ 1.7K · 📉) - Pygments is a generic syntax highlighter written in Python. BSD-2
-- dill (🥈37 · ⭐ 2.1K · 📉) - serialize all of Python. BSD-3
-- Koalas (🥉30 · ⭐ 3.3K · 💤) - Koalas: pandas API on Apache Spark. Apache-2 spark MIT
+- pycryptodomex (🥉37 · ⭐ 2.7K · 📉) - A self-contained cryptographic library for Python. BSD-3
+- Prometheus Client (🥈34 · ⭐ 3.8K · 📉) - Prometheus instrumentation library for Python.. Apache-2
+- docarray (🥈33 · ⭐ 2.7K · 📉) - Represent, send, store and search multimodal data. Apache-2
+- zenml (🥈32 · ⭐ 3.7K · 📉) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2
+- prisma (🥉27 · ⭐ 1.6K · 📉) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2