From f4b57bd676401106dc3886453116b1697d0ad403 Mon Sep 17 00:00:00 2001 From: LukasMasuch Date: Thu, 4 Mar 2021 15:01:17 +0000 Subject: [PATCH] Update best-of list for version 2021.03.04 --- README.md | 1050 +++++++++++++++---------------- history/2021-03-04_changes.md | 20 + history/2021-03-04_projects.csv | 234 +++++++ latest-changes.md | 18 +- 4 files changed, 785 insertions(+), 537 deletions(-) create mode 100644 history/2021-03-04_changes.md create mode 100644 history/2021-03-04_projects.csv diff --git a/README.md b/README.md index 34b0288..bb8cbca 100644 --- a/README.md +++ b/README.md @@ -17,7 +17,7 @@

-This curated list contains 230 awesome open-source projects with a total of 740K stars grouped into 25 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python/edit/main/projects.yaml). Contributions are very welcome! +This curated list contains 230 awesome open-source projects with a total of 750K stars grouped into 25 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/ml-tooling/best-of-python/issues/new/choose), submit a [pull request](https://github.com/ml-tooling/best-of-python/pulls), or directly edit the [projects.yaml](https://github.com/ml-tooling/best-of-python/edit/main/projects.yaml). Contributions are very welcome! --- @@ -80,25 +80,25 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -
protobuf (🥇39 · ⭐ 46K) - Protocol Buffers - Google's data interchange format. BSD-3 +
protobuf (🥇39 · ⭐ 47K) - Protocol Buffers - Google's data interchange format. BSD-3 -- [GitHub](https://github.com/protocolbuffers/protobuf) (👨‍💻 780 · 🔀 12K · 📥 23M · 📦 120K · 📋 4.5K - 26% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/protocolbuffers/protobuf) (👨‍💻 780 · 🔀 12K · 📥 23M · 📦 120K · 📋 4.5K - 26% open · ⏱️ 03.03.2021): ``` git clone https://github.com/protocolbuffers/protobuf ``` -- [PyPi](https://pypi.org/project/protobuf) (📥 22M / month · 📦 25K · ⏱️ 23.02.2021): +- [PyPi](https://pypi.org/project/protobuf) (📥 24M / month · 📦 25K · ⏱️ 03.03.2021): ``` pip install protobuf ``` -- [Conda](https://anaconda.org/conda-forge/protobuf) (📥 4.3M · ⏱️ 24.02.2021): +- [Conda](https://anaconda.org/conda-forge/protobuf) (📥 4.3M · ⏱️ 04.03.2021): ``` conda install -c conda-forge protobuf ```
flatbuffers (🥇33 · ⭐ 16K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2 -- [GitHub](https://github.com/google/flatbuffers) (👨‍💻 470 · 🔀 2.4K · 📥 27K · 📦 780 · 📋 1.6K - 10% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/google/flatbuffers) (👨‍💻 470 · 🔀 2.4K · 📥 28K · 📦 780 · 📋 1.6K - 10% open · ⏱️ 01.03.2021): ``` git clone https://github.com/google/flatbuffers @@ -112,14 +112,14 @@ This curated list contains 230 awesome open-source projects with a total of 740K conda install -c conda-forge flatbuffers ```
-
ultrajson (🥇33 · ⭐ 3.1K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3 +
ultrajson (🥇33 · ⭐ 3.2K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3 - [GitHub](https://github.com/ultrajson/ultrajson) (👨‍💻 71 · 🔀 300 · 📦 21K · 📋 290 - 13% open · ⏱️ 24.02.2021): ``` git clone https://github.com/ultrajson/ultrajson ``` -- [PyPi](https://pypi.org/project/ujson) (📥 5.1M / month · 📦 6.6K · ⏱️ 21.01.2021): +- [PyPi](https://pypi.org/project/ujson) (📥 6M / month · 📦 6.6K · ⏱️ 21.01.2021): ``` pip install ujson ``` @@ -131,77 +131,77 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/simplejson/simplejson ``` -- [PyPi](https://pypi.org/project/simplejson) (📥 6.5M / month · 📦 39K · ⏱️ 16.07.2020): +- [PyPi](https://pypi.org/project/simplejson) (📥 6.7M / month · 📦 39K · ⏱️ 16.07.2020): ``` pip install simplejson ``` -- [Conda](https://anaconda.org/conda-forge/simplejson) (📥 970K · ⏱️ 09.01.2021): +- [Conda](https://anaconda.org/conda-forge/simplejson) (📥 1M · ⏱️ 09.01.2021): ``` conda install -c conda-forge simplejson ```
-
marshmallow (🥈31 · ⭐ 5.3K) - A lightweight library for converting complex objects to and from.. MIT +
marshmallow (🥈31 · ⭐ 5.4K) - A lightweight library for converting complex objects to and from.. MIT -- [GitHub](https://github.com/marshmallow-code/marshmallow) (👨‍💻 190 · 🔀 550 · 📦 25K · 📋 1K - 12% open · ⏱️ 22.02.2021): +- [GitHub](https://github.com/marshmallow-code/marshmallow) (👨‍💻 190 · 🔀 550 · 📦 25K · 📋 1K - 12% open · ⏱️ 04.03.2021): ``` git clone https://github.com/marshmallow-code/marshmallow ``` -- [PyPi](https://pypi.org/project/marshmallow) (📥 2.9M / month · 📦 18K · ⏱️ 19.12.2020): +- [PyPi](https://pypi.org/project/marshmallow) (📥 3M / month · 📦 18K · ⏱️ 19.12.2020): ``` pip install marshmallow ``` -- [Conda](https://anaconda.org/conda-forge/marshmallow) (📥 460K · ⏱️ 20.12.2020): +- [Conda](https://anaconda.org/conda-forge/marshmallow) (📥 480K · ⏱️ 20.12.2020): ``` conda install -c conda-forge marshmallow ```
msgpack (🥈31 · ⭐ 1.4K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2 -- [GitHub](https://github.com/msgpack/msgpack-python) (👨‍💻 67 · 🔀 190 · 📥 830 · 📦 36K · 📋 230 - 1% open · ⏱️ 16.02.2021): +- [GitHub](https://github.com/msgpack/msgpack-python) (👨‍💻 68 · 🔀 190 · 📥 830 · 📦 36K · 📋 230 - 1% open · ⏱️ 27.02.2021): ``` git clone https://github.com/msgpack/msgpack-python ``` -- [PyPi](https://pypi.org/project/msgpack) (📥 5.8M / month · 📦 2.6K · ⏱️ 18.12.2020): +- [PyPi](https://pypi.org/project/msgpack) (📥 6M / month · 📦 2.6K · ⏱️ 18.12.2020): ``` pip install msgpack ``` -- [Conda](https://anaconda.org/conda-forge/msgpack-python) (📥 3.4M · ⏱️ 08.01.2021): +- [Conda](https://anaconda.org/conda-forge/msgpack-python) (📥 3.5M · ⏱️ 08.01.2021): ``` conda install -c conda-forge msgpack-python ```
-
jsonpickle (🥉30 · ⭐ 900 · 📈) - Python library for serializing any arbitrary object graph into.. BSD-3 +
cloudpickle (🥉30 · ⭐ 900) - Extended pickling support for Python objects. BSD-3 -- [GitHub](https://github.com/jsonpickle/jsonpickle) (👨‍💻 61 · 🔀 140 · 📋 240 - 24% open · ⏱️ 18.02.2021): +- [GitHub](https://github.com/cloudpipe/cloudpickle) (👨‍💻 46 · 🔀 100 · 📥 16 · 📦 33K · 📋 180 - 27% open · ⏱️ 02.03.2021): ``` - git clone https://github.com/jsonpickle/jsonpickle + git clone https://github.com/cloudpipe/cloudpickle ``` -- [PyPi](https://pypi.org/project/jsonpickle) (📥 3.4M / month · 📦 3.3K · ⏱️ 08.02.2021): +- [PyPi](https://pypi.org/project/cloudpickle) (📥 4.4M / month · 📦 4.1K · ⏱️ 25.08.2020): ``` - pip install jsonpickle + pip install cloudpickle ``` -- [Conda](https://anaconda.org/conda-forge/jsonpickle) (📥 620K · ⏱️ 22.04.2020): +- [Conda](https://anaconda.org/conda-forge/cloudpickle) (📥 3.9M · ⏱️ 26.08.2020): ``` - conda install -c conda-forge jsonpickle + conda install -c conda-forge cloudpickle ```
-
cloudpickle (🥉30 · ⭐ 890) - Extended pickling support for Python objects. BSD-3 +
jsonpickle (🥉30 · ⭐ 900) - Python library for serializing any arbitrary object graph into JSON... BSD-3 -- [GitHub](https://github.com/cloudpipe/cloudpickle) (👨‍💻 44 · 🔀 100 · 📥 16 · 📦 33K · 📋 180 - 27% open · ⏱️ 22.09.2020): +- [GitHub](https://github.com/jsonpickle/jsonpickle) (👨‍💻 61 · 🔀 140 · 📋 240 - 24% open · ⏱️ 18.02.2021): ``` - git clone https://github.com/cloudpipe/cloudpickle + git clone https://github.com/jsonpickle/jsonpickle ``` -- [PyPi](https://pypi.org/project/cloudpickle) (📥 4.3M / month · 📦 4.1K · ⏱️ 25.08.2020): +- [PyPi](https://pypi.org/project/jsonpickle) (📥 3.5M / month · 📦 3.3K · ⏱️ 08.02.2021): ``` - pip install cloudpickle + pip install jsonpickle ``` -- [Conda](https://anaconda.org/conda-forge/cloudpickle) (📥 3.9M · ⏱️ 26.08.2020): +- [Conda](https://anaconda.org/conda-forge/jsonpickle) (📥 640K · ⏱️ 22.04.2020): ``` - conda install -c conda-forge cloudpickle + conda install -c conda-forge jsonpickle ```
pyasn1 (🥉30 · ⭐ 170 · 💤) - Generic ASN.1 library for Python. BSD-2 @@ -211,23 +211,23 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/etingof/pyasn1 ``` -- [PyPi](https://pypi.org/project/pyasn1) (📥 30M / month · 📦 28K · ⏱️ 16.11.2019): +- [PyPi](https://pypi.org/project/pyasn1) (📥 31M / month · 📦 28K · ⏱️ 16.11.2019): ``` pip install pyasn1 ``` -- [Conda](https://anaconda.org/conda-forge/pyasn1) (📥 3.1M · ⏱️ 17.11.2019): +- [Conda](https://anaconda.org/conda-forge/pyasn1) (📥 3.2M · ⏱️ 17.11.2019): ``` conda install -c conda-forge pyasn1 ```
dill (🥉29 · ⭐ 1.3K) - serialize all of python. BSD-3 -- [GitHub](https://github.com/uqfoundation/dill) (👨‍💻 27 · 🔀 120 · 📥 230K · 📋 340 - 40% open · ⏱️ 17.02.2021): +- [GitHub](https://github.com/uqfoundation/dill) (👨‍💻 27 · 🔀 120 · 📥 230K · 📋 340 - 39% open · ⏱️ 26.02.2021): ``` git clone https://github.com/uqfoundation/dill ``` -- [PyPi](https://pypi.org/project/dill) (📥 3M / month · 📦 5K · ⏱️ 02.11.2020): +- [PyPi](https://pypi.org/project/dill) (📥 3.1M / month · 📦 5K · ⏱️ 02.11.2020): ``` pip install dill ``` @@ -238,12 +238,12 @@ This curated list contains 230 awesome open-source projects with a total of 740K
srsly (🥉28 · ⭐ 190) - Modern high-performance serialization utilities for Python (JSON,.. MIT -- [GitHub](https://github.com/explosion/srsly) (👨‍💻 10 · 🔀 21 · 📦 8.7K · 📋 18 - 11% open · ⏱️ 01.02.2021): +- [GitHub](https://github.com/explosion/srsly) (👨‍💻 10 · 🔀 22 · 📦 8.8K · 📋 18 - 11% open · ⏱️ 01.02.2021): ``` git clone https://github.com/explosion/srsly ``` -- [PyPi](https://pypi.org/project/srsly) (📥 680K / month · 📦 410 · ⏱️ 01.02.2021): +- [PyPi](https://pypi.org/project/srsly) (📥 690K / month · 📦 410 · ⏱️ 01.02.2021): ``` pip install srsly ``` @@ -259,16 +259,16 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/ijl/orjson ``` -- [PyPi](https://pypi.org/project/orjson) (📥 330K / month · 📦 28 · ⏱️ 24.02.2021): +- [PyPi](https://pypi.org/project/orjson) (📥 340K / month · 📦 28 · ⏱️ 24.02.2021): ``` pip install orjson ``` -- [Conda](https://anaconda.org/conda-forge/orjson) (📥 70K · ⏱️ 24.02.2021): +- [Conda](https://anaconda.org/conda-forge/orjson) (📥 75K · ⏱️ 24.02.2021): ``` conda install -c conda-forge orjson ```
-
python-rapidjson (🥉26 · ⭐ 410) - Python wrapper around rapidjson. MIT +
python-rapidjson (🥉26 · ⭐ 420) - Python wrapper around rapidjson. MIT - [GitHub](https://github.com/python-rapidjson/python-rapidjson) (👨‍💻 17 · 🔀 34 · 📦 1K · 📋 94 - 8% open · ⏱️ 13.12.2020): @@ -279,19 +279,19 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` pip install python-rapidjson ``` -- [Conda](https://anaconda.org/conda-forge/python-rapidjson) (📥 370K · ⏱️ 12.01.2021): +- [Conda](https://anaconda.org/conda-forge/python-rapidjson) (📥 380K · ⏱️ 12.01.2021): ``` conda install -c conda-forge python-rapidjson ```
-
pysimdjson (🥉21 · ⭐ 420) - Python bindings for the simdjson project. MIT +
pysimdjson (🥉21 · ⭐ 430) - Python bindings for the simdjson project. MIT -- [GitHub](https://github.com/TkTech/pysimdjson) (👨‍💻 8 · 🔀 28 · 📦 38 · 📋 61 - 18% open · ⏱️ 04.02.2021): +- [GitHub](https://github.com/TkTech/pysimdjson) (👨‍💻 8 · 🔀 28 · 📦 39 · 📋 61 - 18% open · ⏱️ 04.02.2021): ``` git clone https://github.com/TkTech/pysimdjson ``` -- [PyPi](https://pypi.org/project/pysimdjson) (📥 7K / month · ⏱️ 04.02.2021): +- [PyPi](https://pypi.org/project/pysimdjson) (📥 7.7K / month · ⏱️ 04.02.2021): ``` pip install pysimdjson ``` @@ -302,14 +302,14 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -
pyrsistent (🥇32 · ⭐ 1.5K) - Persistent/Immutable/Functional data structures for Python. MIT +
pyrsistent (🥇31 · ⭐ 1.5K · 📉) - Persistent/Immutable/Functional data structures for Python. MIT -- [GitHub](https://github.com/tobgu/pyrsistent) (👨‍💻 49 · 🔀 100 · 📦 72K · 📋 140 - 22% open · ⏱️ 30.11.2020): +- [GitHub](https://github.com/tobgu/pyrsistent) (👨‍💻 49 · 🔀 100 · 📦 73K · 📋 140 - 22% open · ⏱️ 30.11.2020): ``` git clone https://github.com/tobgu/pyrsistent ``` -- [PyPi](https://pypi.org/project/pyrsistent) (📥 12M / month · 📦 3.4K · ⏱️ 13.09.2020): +- [PyPi](https://pypi.org/project/pyrsistent) (📥 13M / month · 📦 3.4K · ⏱️ 13.09.2020): ``` pip install pyrsistent ``` @@ -352,7 +352,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K
python-sortedcontainers (🥉28 · ⭐ 2.1K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2 -- [GitHub](https://github.com/grantjenks/python-sortedcontainers) (👨‍💻 19 · 🔀 130 · 📋 130 - 14% open · ⏱️ 09.11.2020): +- [GitHub](https://github.com/grantjenks/python-sortedcontainers) (👨‍💻 19 · 🔀 140 · 📋 130 - 14% open · ⏱️ 09.11.2020): ``` git clone https://github.com/grantjenks/python-sortedcontainers @@ -369,11 +369,11 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/Infinidat/munch ``` -- [PyPi](https://pypi.org/project/munch) (📥 710K / month · 📦 1.1K · ⏱️ 09.03.2020): +- [PyPi](https://pypi.org/project/munch) (📥 730K / month · 📦 1.1K · ⏱️ 09.03.2020): ``` pip install munch ``` -- [Conda](https://anaconda.org/conda-forge/munch) (📥 920K · ⏱️ 30.10.2019): +- [Conda](https://anaconda.org/conda-forge/munch) (📥 940K · ⏱️ 30.10.2019): ``` conda install -c conda-forge munch ``` @@ -385,39 +385,39 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/cdgriffith/Box ``` -- [PyPi](https://pypi.org/project/python-box) (📥 270K / month · 📦 250 · ⏱️ 13.02.2021): +- [PyPi](https://pypi.org/project/python-box) (📥 280K / month · 📦 250 · ⏱️ 13.02.2021): ``` pip install python-box ``` -- [Conda](https://anaconda.org/conda-forge/python-box) (📥 66K · ⏱️ 13.02.2021): +- [Conda](https://anaconda.org/conda-forge/python-box) (📥 67K · ⏱️ 13.02.2021): ``` conda install -c conda-forge python-box ```
immutables (🥉25 · ⭐ 820) - A high-performance immutable mapping type for Python. Apache-2 -- [GitHub](https://github.com/MagicStack/immutables) (👨‍💻 10 · 🔀 35 · 📦 1.4K · 📋 32 - 31% open · ⏱️ 10.02.2021): +- [GitHub](https://github.com/MagicStack/immutables) (👨‍💻 10 · 🔀 35 · 📦 1.5K · 📋 32 - 31% open · ⏱️ 10.02.2021): ``` git clone https://github.com/MagicStack/immutables ``` -- [PyPi](https://pypi.org/project/immutables) (📥 520K / month · 📦 100 · ⏱️ 10.02.2021): +- [PyPi](https://pypi.org/project/immutables) (📥 560K / month · 📦 100 · ⏱️ 10.02.2021): ``` pip install immutables ``` -- [Conda](https://anaconda.org/conda-forge/immutables) (📥 460K · ⏱️ 10.02.2021): +- [Conda](https://anaconda.org/conda-forge/immutables) (📥 470K · ⏱️ 10.02.2021): ``` conda install -c conda-forge immutables ```
ordered-set (🥉24 · ⭐ 110 · 💤) - A mutable set that remembers the order of its entries. One of.. MIT -- [GitHub](https://github.com/LuminosoInsight/ordered-set) (👨‍💻 17 · 🔀 31 · 📦 2K · 📋 30 - 20% open · ⏱️ 17.06.2020): +- [GitHub](https://github.com/LuminosoInsight/ordered-set) (👨‍💻 17 · 🔀 31 · 📦 2K · 📋 31 - 22% open · ⏱️ 17.06.2020): ``` git clone https://github.com/LuminosoInsight/ordered-set ``` -- [PyPi](https://pypi.org/project/ordered-set) (📥 1M / month · 📦 310 · ⏱️ 17.06.2020): +- [PyPi](https://pypi.org/project/ordered-set) (📥 1.1M / month · 📦 310 · ⏱️ 17.06.2020): ``` pip install ordered-set ``` @@ -432,34 +432,34 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -
pydantic (🥇32 · ⭐ 5.5K) - Data parsing and validation using Python type hints. MIT +
pydantic (🥇32 · ⭐ 5.6K) - Data parsing and validation using Python type hints. MIT -- [GitHub](https://github.com/samuelcolvin/pydantic) (👨‍💻 200 · 🔀 490 · 📦 13K · 📋 1.3K - 18% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/samuelcolvin/pydantic) (👨‍💻 200 · 🔀 500 · 📦 14K · 📋 1.4K - 17% open · ⏱️ 03.03.2021): ``` git clone https://github.com/samuelcolvin/pydantic ``` -- [PyPi](https://pypi.org/project/pydantic) (📥 1.9M / month · 📦 390 · ⏱️ 30.11.2020): +- [PyPi](https://pypi.org/project/pydantic) (📥 2.1M / month · 📦 390 · ⏱️ 03.03.2021): ``` pip install pydantic ``` -- [Conda](https://anaconda.org/conda-forge/pydantic) (📥 440K · ⏱️ 02.02.2021): +- [Conda](https://anaconda.org/conda-forge/pydantic) (📥 460K · ⏱️ 03.03.2021): ``` conda install -c conda-forge pydantic ```
jsonschema (🥇31 · ⭐ 3.1K) - An(other) implementation of JSON Schema for Python. MIT -- [GitHub](https://github.com/Julian/jsonschema) (👨‍💻 82 · 🔀 440 · 📦 140K · 📋 570 - 12% open · ⏱️ 22.02.2021): +- [GitHub](https://github.com/Julian/jsonschema) (👨‍💻 84 · 🔀 440 · 📦 140K · 📋 570 - 12% open · ⏱️ 03.03.2021): ``` git clone https://github.com/Julian/jsonschema ``` -- [PyPi](https://pypi.org/project/jsonschema) (📥 12M / month · 📦 31K · ⏱️ 18.11.2019): +- [PyPi](https://pypi.org/project/jsonschema) (📥 13M / month · 📦 31K · ⏱️ 18.11.2019): ``` pip install jsonschema ``` -- [Conda](https://anaconda.org/conda-forge/jsonschema) (📥 5.5M · ⏱️ 13.10.2020): +- [Conda](https://anaconda.org/conda-forge/jsonschema) (📥 5.6M · ⏱️ 04.03.2021): ``` conda install -c conda-forge jsonschema ``` @@ -471,7 +471,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/pyeve/cerberus ``` -- [PyPi](https://pypi.org/project/cerberus) (📥 590K / month · 📦 1.5K · ⏱️ 29.10.2019): +- [PyPi](https://pypi.org/project/cerberus) (📥 600K / month · 📦 1.5K · ⏱️ 29.10.2019): ``` pip install cerberus ``` @@ -482,28 +482,28 @@ This curated list contains 230 awesome open-source projects with a total of 740K
voluptuous (🥇31 · ⭐ 1.7K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3 -- [GitHub](https://github.com/alecthomas/voluptuous) (👨‍💻 86 · 🔀 190 · 📦 3K · 📋 230 - 16% open · ⏱️ 19.02.2021): +- [GitHub](https://github.com/alecthomas/voluptuous) (👨‍💻 86 · 🔀 190 · 📦 3.1K · 📋 230 - 16% open · ⏱️ 19.02.2021): ``` git clone https://github.com/alecthomas/voluptuous ``` -- [PyPi](https://pypi.org/project/voluptuous) (📥 560K / month · 📦 2.2K · ⏱️ 06.12.2020): +- [PyPi](https://pypi.org/project/voluptuous) (📥 570K / month · 📦 2.2K · ⏱️ 06.12.2020): ``` pip install voluptuous ``` -- [Conda](https://anaconda.org/conda-forge/voluptuous) (📥 90K · ⏱️ 30.12.2020): +- [Conda](https://anaconda.org/conda-forge/voluptuous) (📥 91K · ⏱️ 30.12.2020): ``` conda install -c conda-forge voluptuous ```
-
schema (🥈29 · ⭐ 2.3K · 📈) - Schema validation just got Pythonic. MIT +
schema (🥈29 · ⭐ 2.3K) - Schema validation just got Pythonic. MIT - [GitHub](https://github.com/keleshev/schema) (👨‍💻 60 · 🔀 160 · 📦 2.5K · 📋 130 - 52% open · ⏱️ 02.02.2021): ``` git clone https://github.com/keleshev/schema ``` -- [PyPi](https://pypi.org/project/schema) (📥 230K / month · 📦 1K · ⏱️ 01.02.2021): +- [PyPi](https://pypi.org/project/schema) (📥 270K / month · 📦 1K · ⏱️ 01.02.2021): ``` pip install schema ``` @@ -512,30 +512,30 @@ This curated list contains 230 awesome open-source projects with a total of 740K conda install -c conda-forge schema ```
-
validators (🥈29 · ⭐ 450) - Python Data Validation for Humans. MIT +
validators (🥈29 · ⭐ 460) - Python Data Validation for Humans. MIT -- [GitHub](https://github.com/kvesteri/validators) (👨‍💻 37 · 🔀 86 · 📦 11K · 📋 120 - 72% open · ⏱️ 18.12.2020): +- [GitHub](https://github.com/kvesteri/validators) (👨‍💻 38 · 🔀 86 · 📦 12K · 📋 120 - 72% open · ⏱️ 01.03.2021): ``` git clone https://github.com/kvesteri/validators ``` -- [PyPi](https://pypi.org/project/validators) (📥 580K / month · 📦 1.9K · ⏱️ 18.12.2020): +- [PyPi](https://pypi.org/project/validators) (📥 600K / month · 📦 1.9K · ⏱️ 18.12.2020): ``` pip install validators ``` -- [Conda](https://anaconda.org/conda-forge/validators) (📥 11K · ⏱️ 18.12.2020): +- [Conda](https://anaconda.org/conda-forge/validators) (📥 12K · ⏱️ 18.12.2020): ``` conda install -c conda-forge validators ```
-
param (🥉27 · ⭐ 200) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3 +
param (🥉26 · ⭐ 200) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3 -- [GitHub](https://github.com/holoviz/param) (👨‍💻 27 · 🔀 40 · 📦 1.3K · 📋 260 - 44% open · ⏱️ 16.02.2021): +- [GitHub](https://github.com/holoviz/param) (👨‍💻 27 · 🔀 40 · 📦 1.4K · 📋 260 - 44% open · ⏱️ 16.02.2021): ``` git clone https://github.com/holoviz/param ``` -- [PyPi](https://pypi.org/project/param) (📥 61K / month · 📦 140 · ⏱️ 06.01.2021): +- [PyPi](https://pypi.org/project/param) (📥 54K / month · 📦 140 · ⏱️ 06.01.2021): ``` pip install param ``` @@ -546,16 +546,16 @@ This curated list contains 230 awesome open-source projects with a total of 740K
strictyaml (🥉24 · ⭐ 830) - Type-safe YAML parser and validator. MIT -- [GitHub](https://github.com/crdoconnor/strictyaml) (👨‍💻 16 · 🔀 35 · 📦 240 · 📋 110 - 46% open · ⏱️ 18.01.2021): +- [GitHub](https://github.com/crdoconnor/strictyaml) (👨‍💻 16 · 🔀 35 · 📦 240 · 📋 110 - 47% open · ⏱️ 18.01.2021): ``` git clone https://github.com/crdoconnor/strictyaml ``` -- [PyPi](https://pypi.org/project/strictyaml) (📥 13K / month · 📦 50 · ⏱️ 18.01.2021): +- [PyPi](https://pypi.org/project/strictyaml) (📥 14K / month · 📦 50 · ⏱️ 18.01.2021): ``` pip install strictyaml ``` -- [Conda](https://anaconda.org/conda-forge/strictyaml) (📥 52K · ⏱️ 19.01.2021): +- [Conda](https://anaconda.org/conda-forge/strictyaml) (📥 53K · ⏱️ 19.01.2021): ``` conda install -c conda-forge strictyaml ``` @@ -567,19 +567,19 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/guyskk/validr ``` -- [PyPi](https://pypi.org/project/validr) (📥 4K / month · 📦 4 · ⏱️ 03.02.2021): +- [PyPi](https://pypi.org/project/validr) (📥 4.3K / month · 📦 4 · ⏱️ 03.02.2021): ``` pip install validr ```
typical (🥉14 · ⭐ 110) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT -- [GitHub](https://github.com/seandstewart/typical) (👨‍💻 4 · 🔀 5 · 📋 75 - 17% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/seandstewart/typical) (👨‍💻 4 · 🔀 5 · 📋 75 - 17% open · ⏱️ 03.03.2021): ``` git clone https://github.com/seandstewart/typical ``` -- [PyPi](https://pypi.org/project/typical) (📥 570 / month · 📦 2 · ⏱️ 10.02.2021): +- [PyPi](https://pypi.org/project/typical) (📥 530 / month · 📦 2 · ⏱️ 03.03.2021): ``` pip install typical ``` @@ -597,7 +597,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K
transitions (🥇29 · ⭐ 3.5K) - A lightweight, object-oriented finite state machine implementation.. MIT -- [GitHub](https://github.com/pytransitions/transitions) (👨‍💻 63 · 🔀 420 · 📦 1.5K · 📋 360 - 3% open · ⏱️ 13.02.2021): +- [GitHub](https://github.com/pytransitions/transitions) (👨‍💻 63 · 🔀 420 · 📦 1.5K · 📋 360 - 3% open · ⏱️ 03.03.2021): ``` git clone https://github.com/pytransitions/transitions @@ -618,22 +618,14 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/keon/algorithms ``` -- [PyPi](https://pypi.org/project/algorithms) (📥 620 / month · 📦 14 · ⏱️ 04.10.2020): +- [PyPi](https://pypi.org/project/algorithms) (📥 610 / month · 📦 14 · ⏱️ 04.10.2020): ``` pip install algorithms ```
-
PyPattyrn (🥉18 · ⭐ 1.2K · 💤) - A simple library for implementing common design patterns. MIT - -- [GitHub](https://github.com/tylerlaberge/PyPattyrn) (👨‍💻 4 · 🔀 100 · 📦 12 · ⏱️ 09.02.2020): +
Show 1 hidden projects... - ``` - git clone https://github.com/tylerlaberge/PyPattyrn - ``` -- [PyPi](https://pypi.org/project/pypattyrn) (📥 1.3K / month · ⏱️ 11.09.2016): - ``` - pip install pypattyrn - ``` +- PyPattyrn (🥉18 · ⭐ 1.2K · 💀) - A simple library for implementing common design patterns. MIT

@@ -652,23 +644,23 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` pip install python-dateutil ``` -- [Conda](https://anaconda.org/conda-forge/python-dateutil) (📥 13M · ⏱️ 03.11.2019): +- [Conda](https://anaconda.org/conda-forge/python-dateutil) (📥 14M · ⏱️ 03.11.2019): ``` conda install -c conda-forge python-dateutil ```
-
arrow (🥈34 · ⭐ 6.5K) - Better dates & times for Python. Apache-2 +
arrow (🥈34 · ⭐ 7.1K) - Better dates & times for Python. Apache-2 -- [GitHub](https://github.com/arrow-py/arrow) (👨‍💻 230 · 🔀 540 · 📦 18K · 📋 400 - 11% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/arrow-py/arrow) (👨‍💻 240 · 🔀 550 · 📦 18K · 📋 400 - 10% open · ⏱️ 02.03.2021): ``` git clone https://github.com/arrow-py/arrow ``` -- [PyPi](https://pypi.org/project/arrow) (📥 1.4M / month · 📦 7.4K · ⏱️ 06.10.2020): +- [PyPi](https://pypi.org/project/arrow) (📥 1.5M / month · 📦 7.4K · ⏱️ 28.02.2021): ``` pip install arrow ``` -- [Conda](https://anaconda.org/conda-forge/arrow) (📥 480K · ⏱️ 12.01.2021): +- [Conda](https://anaconda.org/conda-forge/arrow) (📥 490K · ⏱️ 01.03.2021): ``` conda install -c conda-forge arrow ``` @@ -680,7 +672,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/scrapinghub/dateparser ``` -- [PyPi](https://pypi.org/project/dateparser) (📥 630K / month · 📦 1.4K · ⏱️ 29.10.2020): +- [PyPi](https://pypi.org/project/dateparser) (📥 660K / month · 📦 1.4K · ⏱️ 29.10.2020): ``` pip install dateparser ``` @@ -689,14 +681,14 @@ This curated list contains 230 awesome open-source projects with a total of 740K conda install -c conda-forge dateparser ```
-
pytz (🥈31 · ⭐ 150) - pytz Python historical timezone library and database. MIT +
pytz (🥈32 · ⭐ 150 · 📈) - pytz Python historical timezone library and database. MIT - [GitHub](https://github.com/stub42/pytz) (👨‍💻 15 · 🔀 54 · 📦 660K · 📋 37 - 43% open · ⏱️ 01.02.2021): ``` git clone https://github.com/stub42/pytz ``` -- [PyPi](https://pypi.org/project/pytz) (📥 31M / month · 📦 150K · ⏱️ 01.02.2021): +- [PyPi](https://pypi.org/project/pytz) (📥 32M / month · 📦 150K · ⏱️ 01.02.2021): ``` pip install pytz ``` @@ -712,32 +704,32 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/sdispater/pendulum ``` -- [PyPi](https://pypi.org/project/pendulum) (📥 1.4M / month · 📦 1.1K · ⏱️ 24.07.2020): +- [PyPi](https://pypi.org/project/pendulum) (📥 1.5M / month · 📦 1.1K · ⏱️ 24.07.2020): ``` pip install pendulum ``` -- [Conda](https://anaconda.org/conda-forge/pendulum) (📥 290K · ⏱️ 08.11.2020): +- [Conda](https://anaconda.org/conda-forge/pendulum) (📥 300K · ⏱️ 08.11.2020): ``` conda install -c conda-forge pendulum ```
holidays (🥉29 · ⭐ 530) - Generate and work with holidays in Python. MIT -- [GitHub](https://github.com/dr-prodigy/python-holidays) (👨‍💻 130 · 🔀 230 · 📥 150 · 📦 2.5K · 📋 200 - 12% open · ⏱️ 04.02.2021): +- [GitHub](https://github.com/dr-prodigy/python-holidays) (👨‍💻 130 · 🔀 230 · 📥 150 · 📦 2.6K · 📋 200 - 12% open · ⏱️ 04.02.2021): ``` git clone https://github.com/dr-prodigy/python-holidays ``` -- [PyPi](https://pypi.org/project/holidays) (📥 930K / month · 📦 560 · ⏱️ 04.02.2021): +- [PyPi](https://pypi.org/project/holidays) (📥 940K / month · 📦 560 · ⏱️ 04.02.2021): ``` pip install holidays ``` -- [Conda](https://anaconda.org/conda-forge/holidays) (📥 470K · ⏱️ 05.02.2021): +- [Conda](https://anaconda.org/conda-forge/holidays) (📥 480K · ⏱️ 05.02.2021): ``` conda install -c conda-forge holidays ```
-
tzlocal (🥉28 · ⭐ 130) - A Python module that tries to figure out what your local timezone is. MIT +
tzlocal (🥉27 · ⭐ 130) - A Python module that tries to figure out what your local timezone is. MIT - [GitHub](https://github.com/regebro/tzlocal) (👨‍💻 21 · 🔀 45 · 📋 54 - 9% open · ⏱️ 30.09.2020): @@ -755,12 +747,12 @@ This curated list contains 230 awesome open-source projects with a total of 740K
parsedatetime (🥉25 · ⭐ 590 · 💤) - Parse human-readable date/time strings. Apache-2 -- [GitHub](https://github.com/bear/parsedatetime) (👨‍💻 49 · 🔀 100 · 📦 2.8K · 📋 160 - 40% open · ⏱️ 31.05.2020): +- [GitHub](https://github.com/bear/parsedatetime) (👨‍💻 49 · 🔀 100 · 📦 2.9K · 📋 160 - 40% open · ⏱️ 31.05.2020): ``` git clone https://github.com/bear/parsedatetime ``` -- [PyPi](https://pypi.org/project/parsedatetime) (📥 410K / month · 📦 2.3K · ⏱️ 31.05.2020): +- [PyPi](https://pypi.org/project/parsedatetime) (📥 420K / month · 📦 2.3K · ⏱️ 31.05.2020): ``` pip install parsedatetime ``` @@ -771,7 +763,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K
Show 1 hidden projects... -- isodate (🥉26 · ⭐ 91 · 💀) - ISO 8601 date/time parser. BSD-3 +- isodate (🥉26 · ⭐ 92 · 💀) - ISO 8601 date/time parser. BSD-3

@@ -781,32 +773,32 @@ This curated list contains 230 awesome open-source projects with a total of 740K
watchdog (🥇33 · ⭐ 4.6K) - Python library and shell utilities to monitor filesystem events. Apache-2 -- [GitHub](https://github.com/gorakhargosh/watchdog) (👨‍💻 110 · 🔀 550 · 📦 30K · 📋 500 - 26% open · ⏱️ 22.02.2021): +- [GitHub](https://github.com/gorakhargosh/watchdog) (👨‍💻 110 · 🔀 550 · 📦 30K · 📋 500 - 26% open · ⏱️ 27.02.2021): ``` git clone https://github.com/gorakhargosh/watchdog ``` -- [PyPi](https://pypi.org/project/watchdog) (📥 1.4M / month · 📦 14K · ⏱️ 22.02.2021): +- [PyPi](https://pypi.org/project/watchdog) (📥 1.3M / month · 📦 14K · ⏱️ 22.02.2021): ``` pip install watchdog ``` -- [Conda](https://anaconda.org/conda-forge/watchdog) (📥 390K · ⏱️ 22.02.2021): +- [Conda](https://anaconda.org/conda-forge/watchdog) (📥 400K · ⏱️ 22.02.2021): ``` conda install -c conda-forge watchdog ```
appdirs (🥈31 · ⭐ 690) - A small Python module for determining appropriate platform-specific dirs,.. MIT -- [GitHub](https://github.com/ActiveState/appdirs) (👨‍💻 33 · 🔀 73 · 📦 96K · 📋 88 - 44% open · ⏱️ 28.01.2021): +- [GitHub](https://github.com/ActiveState/appdirs) (👨‍💻 33 · 🔀 73 · 📦 97K · 📋 88 - 44% open · ⏱️ 28.01.2021): ``` git clone https://github.com/ActiveState/appdirs ``` -- [PyPi](https://pypi.org/project/appdirs) (📥 7.9M / month · 📦 26K · ⏱️ 11.05.2020): +- [PyPi](https://pypi.org/project/appdirs) (📥 8.1M / month · 📦 26K · ⏱️ 11.05.2020): ``` pip install appdirs ``` -- [Conda](https://anaconda.org/conda-forge/appdirs) (📥 2.2M · ⏱️ 19.10.2020): +- [Conda](https://anaconda.org/conda-forge/appdirs) (📥 2.3M · ⏱️ 19.10.2020): ``` conda install -c conda-forge appdirs ``` @@ -818,7 +810,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/Tinche/aiofiles ``` -- [PyPi](https://pypi.org/project/aiofiles) (📥 11M / month · 📦 1.6K · ⏱️ 27.10.2020): +- [PyPi](https://pypi.org/project/aiofiles) (📥 10M / month · 📦 1.6K · ⏱️ 27.10.2020): ``` pip install aiofiles ``` @@ -827,7 +819,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K conda install -c conda-forge aiofiles ```
-
pyfilesystem2 (🥉27 · ⭐ 1.2K) - Python's Filesystem abstraction layer. MIT +
pyfilesystem2 (🥈27 · ⭐ 1.2K) - Python's Filesystem abstraction layer. MIT - [GitHub](https://github.com/PyFilesystem/pyfilesystem2) (👨‍💻 39 · 🔀 130 · 📋 280 - 18% open · ⏱️ 05.02.2021): @@ -839,14 +831,14 @@ This curated list contains 230 awesome open-source projects with a total of 740K pip install fs ```
-
scandir (🥉27 · ⭐ 470 · 💤) - Better directory iterator and faster os.walk(), now in the Python.. BSD-3 +
scandir (🥈27 · ⭐ 470) - Better directory iterator and faster os.walk(), now in the Python 3.5.. BSD-3 -- [GitHub](https://github.com/benhoyt/scandir) (👨‍💻 20 · 🔀 59 · 📦 12K · 📋 91 - 12% open · ⏱️ 20.07.2020): +- [GitHub](https://github.com/benhoyt/scandir) (👨‍💻 20 · 🔀 59 · 📦 12K · 📋 91 - 12% open · ⏱️ 27.02.2021): ``` git clone https://github.com/benhoyt/scandir ``` -- [PyPi](https://pypi.org/project/scandir) (📥 1.7M / month · 📦 4.1K · ⏱️ 09.03.2019): +- [PyPi](https://pypi.org/project/scandir) (📥 1.8M / month · 📦 4.1K · ⏱️ 09.03.2019): ``` pip install scandir ``` @@ -855,25 +847,25 @@ This curated list contains 230 awesome open-source projects with a total of 740K conda install -c conda-forge scandir ```
-
path (🥉23 · ⭐ 940) - Object-oriented file system path manipulation. MIT +
path (🥉23 · ⭐ 950) - Object-oriented file system path manipulation. MIT - [GitHub](https://github.com/jaraco/path) (👨‍💻 42 · 🔀 120 · 📋 120 - 2% open · ⏱️ 21.02.2021): ``` git clone https://github.com/jaraco/path ``` -- [PyPi](https://pypi.org/project/path) (📥 86K / month · 📦 78 · ⏱️ 21.02.2021): +- [PyPi](https://pypi.org/project/path) (📥 90K / month · 📦 78 · ⏱️ 21.02.2021): ``` pip install path ``` -- [Conda](https://anaconda.org/conda-forge/path) (📥 73K · ⏱️ 22.02.2021): +- [Conda](https://anaconda.org/conda-forge/path) (📥 75K · ⏱️ 22.02.2021): ``` conda install -c conda-forge path ```
Show 3 hidden projects... -- filelock (🥈28 · ⭐ 280 · 💀) - A platform independent file lock for Python. Unlicense +- filelock (🥈27 · ⭐ 290 · 💀) - A platform independent file lock for Python. Unlicense - zipp (🥉24 · ⭐ 20) - Backport of pathlib-compatible object wrapper for zip files. MIT - Unipath (🥉23 · ⭐ 490 · 💀) - An object-oriented approach to Python file/directory operations. MIT
@@ -901,12 +893,12 @@ This curated list contains 230 awesome open-source projects with a total of 740K
six (🥇34 · ⭐ 740) - Python 2 and 3 compatibility library. MIT -- [GitHub](https://github.com/benjaminp/six) (👨‍💻 62 · 🔀 190 · 📦 790K · 📋 280 - 37% open · ⏱️ 28.01.2021): +- [GitHub](https://github.com/benjaminp/six) (👨‍💻 62 · 🔀 190 · 📦 800K · 📋 280 - 37% open · ⏱️ 28.01.2021): ``` git clone https://github.com/benjaminp/six ``` -- [PyPi](https://pypi.org/project/six) (📥 56M / month · 📦 240K · ⏱️ 21.05.2020): +- [PyPi](https://pypi.org/project/six) (📥 57M / month · 📦 240K · ⏱️ 21.05.2020): ``` pip install six ``` @@ -915,14 +907,14 @@ This curated list contains 230 awesome open-source projects with a total of 740K conda install -c conda-forge six ```
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typing (🥈30 · ⭐ 870) - Work related to PEP 484: typing.py and typing_extensions.py (both.. Python-2.0 +
typing (🥈30 · ⭐ 880) - Work related to PEP 484: typing.py and typing_extensions.py (both.. Python-2.0 -- [GitHub](https://github.com/python/typing) (👨‍💻 58 · 🔀 140 · 📦 28K · 📋 560 - 22% open · ⏱️ 02.01.2021): +- [GitHub](https://github.com/python/typing) (👨‍💻 61 · 🔀 140 · 📦 29K · 📋 560 - 22% open · ⏱️ 02.03.2021): ``` git clone https://github.com/python/typing ``` -- [PyPi](https://pypi.org/project/typing) (📥 3.7M / month · 📦 8.4K · ⏱️ 13.07.2020): +- [PyPi](https://pypi.org/project/typing) (📥 3.9M / month · 📦 8.4K · ⏱️ 13.07.2020): ``` pip install typing ``` @@ -938,11 +930,11 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/ericvsmith/dataclasses ``` -- [PyPi](https://pypi.org/project/dataclasses) (📥 2.3M / month · 📦 950 · ⏱️ 13.11.2020): +- [PyPi](https://pypi.org/project/dataclasses) (📥 2.4M / month · 📦 950 · ⏱️ 13.11.2020): ``` pip install dataclasses ``` -- [Conda](https://anaconda.org/conda-forge/dataclasses) (📥 930K · ⏱️ 07.10.2020): +- [Conda](https://anaconda.org/conda-forge/dataclasses) (📥 980K · ⏱️ 07.10.2020): ``` conda install -c conda-forge dataclasses ``` @@ -959,30 +951,30 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -
pycryptodomex (🥇34 · ⭐ 1.5K · 📈) - A self-contained cryptographic library for Python. BSD-3 +
pycryptodomex (🥇34 · ⭐ 1.5K) - A self-contained cryptographic library for Python. BSD-3 - [GitHub](https://github.com/Legrandin/pycryptodome) (👨‍💻 100 · 🔀 280 · 📦 23K · 📋 400 - 12% open · ⏱️ 20.02.2021): ``` git clone https://github.com/Legrandin/pycryptodome ``` -- [PyPi](https://pypi.org/project/pycryptodomex) (📥 3.3M / month · 📦 1.5K · ⏱️ 09.02.2021): +- [PyPi](https://pypi.org/project/pycryptodomex) (📥 3.5M / month · 📦 1.5K · ⏱️ 09.02.2021): ``` pip install pycryptodomex ``` -- [Conda](https://anaconda.org/conda-forge/pycryptodomex) (📥 320K · ⏱️ 10.02.2021): +- [Conda](https://anaconda.org/conda-forge/pycryptodomex) (📥 330K · ⏱️ 10.02.2021): ``` conda install -c conda-forge pycryptodomex ```
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cryptography (🥈33 · ⭐ 3.9K) - cryptography is a package designed to expose cryptographic.. BSD-3 +
cryptography (🥈33 · ⭐ 4K) - cryptography is a package designed to expose cryptographic.. BSD-3 -- [GitHub](https://github.com/pyca/cryptography) (👨‍💻 230 · 🔀 830 · 📦 150K · 📋 1.6K - 2% open · ⏱️ 22.02.2021): +- [GitHub](https://github.com/pyca/cryptography) (👨‍💻 230 · 🔀 830 · 📦 150K · 📋 1.6K - 2% open · ⏱️ 03.03.2021): ``` git clone https://github.com/pyca/cryptography ``` -- [PyPi](https://pypi.org/project/cryptography) (📥 20M / month · 📦 34K · ⏱️ 16.02.2021): +- [PyPi](https://pypi.org/project/cryptography) (📥 22M / month · 📦 34K · ⏱️ 16.02.2021): ``` pip install cryptography ``` @@ -991,14 +983,14 @@ This curated list contains 230 awesome open-source projects with a total of 740K conda install -c conda-forge cryptography ```
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asn1crypto (🥈30 · ⭐ 220 · 📈) - Python ASN.1 library with a focus on performance and a pythonic API. MIT +
asn1crypto (🥈30 · ⭐ 220) - Python ASN.1 library with a focus on performance and a pythonic API. MIT - [GitHub](https://github.com/wbond/asn1crypto) (👨‍💻 31 · 🔀 90 · 📦 74K · 📋 130 - 17% open · ⏱️ 01.11.2020): ``` git clone https://github.com/wbond/asn1crypto ``` -- [PyPi](https://pypi.org/project/asn1crypto) (📥 3.4M / month · 📦 14K · ⏱️ 28.07.2020): +- [PyPi](https://pypi.org/project/asn1crypto) (📥 3.6M / month · 📦 14K · ⏱️ 28.07.2020): ``` pip install asn1crypto ``` @@ -1007,62 +999,62 @@ This curated list contains 230 awesome open-source projects with a total of 740K conda install -c conda-forge asn1crypto ```
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rsa (🥉29 · ⭐ 300 · 📉) - Python-RSA is a pure-Python RSA implementation. Apache-2 +
rsa (🥉29 · ⭐ 300) - Python-RSA is a pure-Python RSA implementation. Apache-2 - [GitHub](https://github.com/sybrenstuvel/python-rsa) (👨‍💻 33 · 🔀 63 · 📋 97 - 17% open · ⏱️ 24.02.2021): ``` git clone https://github.com/sybrenstuvel/python-rsa ``` -- [PyPi](https://pypi.org/project/rsa) (📥 32M / month · 📦 13K · ⏱️ 15.02.2021): +- [PyPi](https://pypi.org/project/rsa) (📥 33M / month · 📦 13K · ⏱️ 15.02.2021): ``` pip install rsa ``` -- [Conda](https://anaconda.org/conda-forge/rsa) (📥 2.9M · ⏱️ 24.02.2021): +- [Conda](https://anaconda.org/conda-forge/rsa) (📥 3M · ⏱️ 24.02.2021): ``` conda install -c conda-forge rsa ```
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bcrypt (🥉27 · ⭐ 710) - Modern(-ish) password hashing for your software and your servers. Apache-2 +
bcrypt (🥉27 · ⭐ 720) - Modern(-ish) password hashing for your software and your servers. Apache-2 - [GitHub](https://github.com/pyca/bcrypt) (👨‍💻 28 · 🔀 99 · ⏱️ 18.02.2021): ``` git clone https://github.com/pyca/bcrypt ``` -- [PyPi](https://pypi.org/project/bcrypt) (📥 7.1M / month · 📦 15K · ⏱️ 16.08.2020): +- [PyPi](https://pypi.org/project/bcrypt) (📥 7.4M / month · 📦 15K · ⏱️ 16.08.2020): ``` pip install bcrypt ``` -- [Conda](https://anaconda.org/conda-forge/bcrypt) (📥 610K · ⏱️ 14.01.2021): +- [Conda](https://anaconda.org/conda-forge/bcrypt) (📥 630K · ⏱️ 14.01.2021): ``` conda install -c conda-forge bcrypt ```
keyring (🥉27 · ⭐ 640) - Store and access your passwords safely. MIT -- [GitHub](https://github.com/jaraco/keyring) (👨‍💻 91 · 🔀 95 · 📋 380 - 4% open · ⏱️ 26.01.2021): +- [GitHub](https://github.com/jaraco/keyring) (👨‍💻 92 · 🔀 95 · 📋 380 - 4% open · ⏱️ 01.03.2021): ``` git clone https://github.com/jaraco/keyring ``` -- [PyPi](https://pypi.org/project/keyring) (📥 2M / month · 📦 5.9K · ⏱️ 26.01.2021): +- [PyPi](https://pypi.org/project/keyring) (📥 2M / month · 📦 5.9K · ⏱️ 27.02.2021): ``` pip install keyring ``` -- [Conda](https://anaconda.org/conda-forge/keyring) (📥 870K · ⏱️ 01.02.2021): +- [Conda](https://anaconda.org/conda-forge/keyring) (📥 890K · ⏱️ 27.02.2021): ``` conda install -c conda-forge keyring ```
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tink (🥉25 · ⭐ 11K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2 +
tink (🥉26 · ⭐ 11K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2 -- [GitHub](https://github.com/google/tink) (👨‍💻 83 · 🔀 910 · 📥 830 · 📦 3 · 📋 320 - 20% open · ⏱️ 17.02.2021): +- [GitHub](https://github.com/google/tink) (👨‍💻 84 · 🔀 920 · 📥 830 · 📦 3 · 📋 320 - 21% open · ⏱️ 02.03.2021): ``` git clone https://github.com/google/tink ``` -- [PyPi](https://pypi.org/project/tink) (📥 4.9K / month · ⏱️ 15.10.2020): +- [PyPi](https://pypi.org/project/tink) (📥 8.9K / month · ⏱️ 15.10.2020): ``` pip install tink ``` @@ -1075,76 +1067,76 @@ This curated list contains 230 awesome open-source projects with a total of 740K
awscli (🥇38 · ⭐ 11K) - Universal Command Line Interface for Amazon Web Services. Apache-2 -- [GitHub](https://github.com/aws/aws-cli) (👨‍💻 330 · 🔀 2.5K · 📥 570 · 📦 20K · 📋 3.6K - 20% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/aws/aws-cli) (👨‍💻 330 · 🔀 2.5K · 📥 570 · 📦 20K · 📋 3.6K - 20% open · ⏱️ 03.03.2021): ``` git clone https://github.com/aws/aws-cli ``` -- [PyPi](https://pypi.org/project/awscli) (📥 23M / month · 📦 5.4K · ⏱️ 19.02.2021): +- [PyPi](https://pypi.org/project/awscli) (📥 24M / month · 📦 5.4K · ⏱️ 03.03.2021): ``` pip install awscli ``` -- [Conda](https://anaconda.org/conda-forge/awscli) (📥 6.1M · ⏱️ 25.02.2021): +- [Conda](https://anaconda.org/conda-forge/awscli) (📥 6.2M · ⏱️ 04.03.2021): ``` conda install -c conda-forge awscli ```
botocore (🥇37 · ⭐ 920) - The low-level, core functionality of boto 3. Apache-2 -- [GitHub](https://github.com/boto/botocore) (👨‍💻 150 · 🔀 740 · 📦 72K · 📋 830 - 24% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/boto/botocore) (👨‍💻 150 · 🔀 750 · 📦 73K · 📋 830 - 24% open · ⏱️ 03.03.2021): ``` git clone https://github.com/boto/botocore ``` -- [PyPi](https://pypi.org/project/botocore) (📥 51M / month · 📦 14K · ⏱️ 12.02.2021): +- [PyPi](https://pypi.org/project/botocore) (📥 53M / month · 📦 14K · ⏱️ 03.03.2021): ``` pip install botocore ``` -- [Conda](https://anaconda.org/conda-forge/botocore) (📥 6.1M · ⏱️ 24.02.2021): +- [Conda](https://anaconda.org/conda-forge/botocore) (📥 6.2M · ⏱️ 03.03.2021): ``` conda install -c conda-forge botocore ```
docker-compose (🥈36 · ⭐ 22K) - Define and run multi-container applications with Docker. Apache-2 -- [GitHub](https://github.com/docker/compose) (👨‍💻 410 · 🔀 3.6K · 📥 150M · 📦 6.1K · 📋 5.4K - 8% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/docker/compose) (👨‍💻 410 · 🔀 3.6K · 📥 150M · 📦 6.1K · 📋 5.4K - 8% open · ⏱️ 02.03.2021): ``` git clone https://github.com/docker/compose ``` -- [PyPi](https://pypi.org/project/docker-compose) (📥 740K / month · 📦 2.2K · ⏱️ 18.02.2021): +- [PyPi](https://pypi.org/project/docker-compose) (📥 760K / month · 📦 2.2K · ⏱️ 18.02.2021): ``` pip install docker-compose ``` -- [Conda](https://anaconda.org/conda-forge/docker-compose) (📥 82K · ⏱️ 18.02.2021): +- [Conda](https://anaconda.org/conda-forge/docker-compose) (📥 84K · ⏱️ 26.02.2021): ``` conda install -c conda-forge docker-compose ```
docker (🥈36 · ⭐ 5.1K) - A Python library for the Docker Engine API. Apache-2 -- [GitHub](https://github.com/docker/docker-py) (👨‍💻 390 · 🔀 1.4K · 📦 19K · 📋 1.4K - 27% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/docker/docker-py) (👨‍💻 390 · 🔀 1.4K · 📦 19K · 📋 1.5K - 27% open · ⏱️ 25.02.2021): ``` git clone https://github.com/docker/docker-py ``` -- [PyPi](https://pypi.org/project/docker) (📥 7.3M / month · 📦 4.4K · ⏱️ 18.02.2021): +- [PyPi](https://pypi.org/project/docker) (📥 7.6M / month · 📦 4.4K · ⏱️ 18.02.2021): ``` pip install docker ``` -- [Conda](https://anaconda.org/conda-forge/docker-py) (📥 920K · ⏱️ 24.02.2021): +- [Conda](https://anaconda.org/conda-forge/docker-py) (📥 950K · ⏱️ 24.02.2021): ``` conda install -c conda-forge docker-py ```
ansible (🥈34 · ⭐ 47K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0 -- [GitHub](https://github.com/ansible/ansible) (👨‍💻 6.4K · 🔀 20K · 📦 16K · 📋 29K - 6% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/ansible/ansible) (👨‍💻 6.4K · 🔀 20K · 📦 16K · 📋 29K - 6% open · ⏱️ 03.03.2021): ``` git clone https://github.com/ansible/ansible ``` -- [PyPi](https://pypi.org/project/ansible) (📥 3M / month · 📦 7.7K · ⏱️ 18.02.2021): +- [PyPi](https://pypi.org/project/ansible) (📥 3.1M / month · 📦 7.7K · ⏱️ 18.02.2021): ``` pip install ansible ``` @@ -1155,39 +1147,39 @@ This curated list contains 230 awesome open-source projects with a total of 740K
paramiko (🥈34 · ⭐ 6.8K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1 -- [GitHub](https://github.com/paramiko/paramiko) (👨‍💻 160 · 🔀 1.6K · 📦 38K · 📋 1.4K - 58% open · ⏱️ 12.02.2021): +- [GitHub](https://github.com/paramiko/paramiko) (👨‍💻 160 · 🔀 1.6K · 📦 39K · 📋 1.4K - 58% open · ⏱️ 12.02.2021): ``` git clone https://github.com/paramiko/paramiko ``` -- [PyPi](https://pypi.org/project/paramiko) (📥 7.1M / month · 📦 23K · ⏱️ 30.08.2020): +- [PyPi](https://pypi.org/project/paramiko) (📥 7.3M / month · 📦 23K · ⏱️ 30.08.2020): ``` pip install paramiko ``` -- [Conda](https://anaconda.org/conda-forge/paramiko) (📥 770K · ⏱️ 01.09.2020): +- [Conda](https://anaconda.org/conda-forge/paramiko) (📥 780K · ⏱️ 01.09.2020): ``` conda install -c conda-forge paramiko ```
kubernetes (🥉32 · ⭐ 3.5K) - Official Python client library for kubernetes. Apache-2 -- [GitHub](https://github.com/kubernetes-client/python) (👨‍💻 82 · 🔀 2K · 📦 9.4K · 📋 870 - 11% open · ⏱️ 06.02.2021): +- [GitHub](https://github.com/kubernetes-client/python) (👨‍💻 84 · 🔀 2K · 📦 9.4K · 📋 880 - 11% open · ⏱️ 02.03.2021): ``` git clone https://github.com/kubernetes-client/python ``` -- [PyPi](https://pypi.org/project/kubernetes) (📥 1.7M / month · 📦 1.4K · ⏱️ 13.11.2020): +- [PyPi](https://pypi.org/project/kubernetes) (📥 1.8M / month · 📦 1.4K · ⏱️ 13.11.2020): ``` pip install kubernetes ``` -- [Conda](https://anaconda.org/conda-forge/kubernetes) (📥 200K · ⏱️ 13.08.2020): +- [Conda](https://anaconda.org/conda-forge/kubernetes) (📥 210K · ⏱️ 13.08.2020): ``` conda install -c conda-forge kubernetes ```
schedule (🥉31 · ⭐ 8.3K) - Python job scheduling for humans. MIT -- [GitHub](https://github.com/dbader/schedule) (👨‍💻 43 · 🔀 750 · 📦 10K · 📋 340 - 42% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/dbader/schedule) (👨‍💻 44 · 🔀 750 · 📦 10K · 📋 340 - 41% open · ⏱️ 28.02.2021): ``` git clone https://github.com/dbader/schedule @@ -1196,7 +1188,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` pip install schedule ``` -- [Conda](https://anaconda.org/conda-forge/schedule) (📥 4.6K · ⏱️ 31.01.2021): +- [Conda](https://anaconda.org/conda-forge/schedule) (📥 4.7K · ⏱️ 31.01.2021): ``` conda install -c conda-forge schedule ``` @@ -1212,19 +1204,19 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` pip install sshtunnel ``` -- [Conda](https://anaconda.org/conda-forge/sshtunnel) (📥 63K · ⏱️ 16.11.2020): +- [Conda](https://anaconda.org/conda-forge/sshtunnel) (📥 64K · ⏱️ 16.11.2020): ``` conda install -c conda-forge sshtunnel ```
pyinfra (🥉23 · ⭐ 1.2K) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT -- [GitHub](https://github.com/Fizzadar/pyinfra) (👨‍💻 44 · 🔀 110 · 📦 24 · 📋 390 - 10% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/Fizzadar/pyinfra) (👨‍💻 44 · 🔀 110 · 📦 24 · 📋 400 - 10% open · ⏱️ 28.02.2021): ``` git clone https://github.com/Fizzadar/pyinfra ``` -- [PyPi](https://pypi.org/project/pyinfra) (📥 770 / month · 📦 4 · ⏱️ 15.02.2021): +- [PyPi](https://pypi.org/project/pyinfra) (📥 830 / month · 📦 4 · ⏱️ 15.02.2021): ``` pip install pyinfra ``` @@ -1250,7 +1242,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/pexpect/pexpect ``` -- [PyPi](https://pypi.org/project/pexpect) (📥 8.4M / month · 📦 31K · ⏱️ 21.01.2020): +- [PyPi](https://pypi.org/project/pexpect) (📥 9.4M / month · 📦 31K · ⏱️ 21.01.2020): ``` pip install pexpect ``` @@ -1261,12 +1253,12 @@ This curated list contains 230 awesome open-source projects with a total of 740K
sh (🥈32 · ⭐ 5.6K) - Python process launching. MIT -- [GitHub](https://github.com/amoffat/sh) (👨‍💻 80 · 🔀 430 · 📦 6.6K · 📋 380 - 3% open · ⏱️ 24.10.2020): +- [GitHub](https://github.com/amoffat/sh) (👨‍💻 80 · 🔀 430 · 📦 6.7K · 📋 380 - 4% open · ⏱️ 24.10.2020): ``` git clone https://github.com/amoffat/sh ``` -- [PyPi](https://pypi.org/project/sh) (📥 610K / month · 📦 4.5K · ⏱️ 24.10.2020): +- [PyPi](https://pypi.org/project/sh) (📥 640K / month · 📦 4.5K · ⏱️ 24.10.2020): ``` pip install sh ``` @@ -1277,16 +1269,16 @@ This curated list contains 230 awesome open-source projects with a total of 740K
supervisor (🥉31 · ⭐ 6.7K) - Supervisor process control system for UNIX. ❗️Repoze Public License -- [GitHub](https://github.com/Supervisor/supervisor) (👨‍💻 150 · 🔀 1.1K · 📦 5.7K · 📋 1K - 13% open · ⏱️ 23.02.2021): +- [GitHub](https://github.com/Supervisor/supervisor) (👨‍💻 150 · 🔀 1.1K · 📦 5.7K · 📋 1K - 13% open · ⏱️ 27.02.2021): ``` git clone https://github.com/Supervisor/supervisor ``` -- [PyPi](https://pypi.org/project/supervisor) (📥 420K / month · 📦 3.8K · ⏱️ 20.08.2020): +- [PyPi](https://pypi.org/project/supervisor) (📥 430K / month · 📦 3.8K · ⏱️ 26.02.2021): ``` pip install supervisor ``` -- [Conda](https://anaconda.org/conda-forge/supervisor) (📥 140K · ⏱️ 26.10.2020): +- [Conda](https://anaconda.org/conda-forge/supervisor) (📥 140K · ⏱️ 04.03.2021): ``` conda install -c conda-forge supervisor ``` @@ -1298,11 +1290,11 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/pexpect/ptyprocess ``` -- [PyPi](https://pypi.org/project/ptyprocess) (📥 8.5M / month · 📦 25K · ⏱️ 28.12.2020): +- [PyPi](https://pypi.org/project/ptyprocess) (📥 9.5M / month · 📦 25K · ⏱️ 28.12.2020): ``` pip install ptyprocess ``` -- [Conda](https://anaconda.org/conda-forge/ptyprocess) (📥 3.9M · ⏱️ 31.12.2020): +- [Conda](https://anaconda.org/conda-forge/ptyprocess) (📥 4M · ⏱️ 31.12.2020): ``` conda install -c conda-forge ptyprocess ``` @@ -1324,7 +1316,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` pip install uvloop ``` -- [Conda](https://anaconda.org/conda-forge/uvloop) (📥 250K · ⏱️ 19.02.2021): +- [Conda](https://anaconda.org/conda-forge/uvloop) (📥 260K · ⏱️ 19.02.2021): ``` conda install -c conda-forge uvloop ``` @@ -1336,11 +1328,11 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/python-greenlet/greenlet ``` -- [PyPi](https://pypi.org/project/greenlet) (📥 2.2M / month · 📦 20K · ⏱️ 13.01.2021): +- [PyPi](https://pypi.org/project/greenlet) (📥 2.3M / month · 📦 20K · ⏱️ 13.01.2021): ``` pip install greenlet ``` -- [Conda](https://anaconda.org/conda-forge/greenlet) (📥 420K · ⏱️ 11.01.2021): +- [Conda](https://anaconda.org/conda-forge/greenlet) (📥 430K · ⏱️ 11.01.2021): ``` conda install -c conda-forge greenlet ``` @@ -1355,18 +1347,18 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -
traitlets (🥇34 · ⭐ 400) - A lightweight Traits like module. BSD-3 +
traitlets (🥇34 · ⭐ 410) - A lightweight Traits like module. BSD-3 -- [GitHub](https://github.com/ipython/traitlets) (👨‍💻 97 · 🔀 150 · 📦 140K · 📋 200 - 34% open · ⏱️ 15.10.2020): +- [GitHub](https://github.com/ipython/traitlets) (👨‍💻 97 · 🔀 150 · 📦 140K · 📋 210 - 34% open · ⏱️ 15.10.2020): ``` git clone https://github.com/ipython/traitlets ``` -- [PyPi](https://pypi.org/project/traitlets) (📥 6.9M / month · 📦 28K · ⏱️ 15.10.2020): +- [PyPi](https://pypi.org/project/traitlets) (📥 7.8M / month · 📦 28K · ⏱️ 15.10.2020): ``` pip install traitlets ``` -- [Conda](https://anaconda.org/conda-forge/traitlets) (📥 5.9M · ⏱️ 15.10.2020): +- [Conda](https://anaconda.org/conda-forge/traitlets) (📥 6M · ⏱️ 15.10.2020): ``` conda install -c conda-forge traitlets ``` @@ -1378,75 +1370,75 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/henriquebastos/python-decouple ``` -- [PyPi](https://pypi.org/project/python-decouple) (📥 110K / month · 📦 6K · ⏱️ 05.01.2021): +- [PyPi](https://pypi.org/project/python-decouple) (📥 120K / month · 📦 6K · ⏱️ 05.01.2021): ``` pip install python-decouple ``` -- [Conda](https://anaconda.org/conda-forge/python-decouple) (📥 14K · ⏱️ 05.01.2021): +- [Conda](https://anaconda.org/conda-forge/python-decouple) (📥 15K · ⏱️ 05.01.2021): ``` conda install -c conda-forge python-decouple ```
Dynaconf (🥈29 · ⭐ 1.5K) - Configuration Management for Python. MIT -- [GitHub](https://github.com/rochacbruno/dynaconf) (👨‍💻 60 · 🔀 150 · 📦 970 · 📋 240 - 19% open · ⏱️ 18.02.2021): +- [GitHub](https://github.com/rochacbruno/dynaconf) (👨‍💻 60 · 🔀 150 · 📦 980 · 📋 250 - 14% open · ⏱️ 04.03.2021): ``` git clone https://github.com/rochacbruno/dynaconf ``` -- [PyPi](https://pypi.org/project/dynaconf) (📥 83K / month · 📦 92 · ⏱️ 08.10.2020): +- [PyPi](https://pypi.org/project/dynaconf) (📥 87K / month · 📦 92 · ⏱️ 01.03.2021): ``` pip install dynaconf ``` -- [Conda](https://anaconda.org/conda-forge/dynaconf) (📥 230 · ⏱️ 29.10.2020): +- [Conda](https://anaconda.org/conda-forge/dynaconf) (📥 250 · ⏱️ 29.10.2020): ``` conda install -c conda-forge dynaconf ```
configobj (🥈29 · ⭐ 250) - Python 3+ compatible port of the configobj library. BSD-3 -- [GitHub](https://github.com/DiffSK/configobj) (👨‍💻 22 · 🔀 58 · 📦 12K · 📋 140 - 49% open · ⏱️ 14.10.2020): +- [GitHub](https://github.com/DiffSK/configobj) (👨‍💻 22 · 🔀 59 · 📦 12K · 📋 140 - 49% open · ⏱️ 14.10.2020): ``` git clone https://github.com/DiffSK/configobj ``` -- [PyPi](https://pypi.org/project/configobj) (📥 660K / month · 📦 6.2K · ⏱️ 26.08.2014): +- [PyPi](https://pypi.org/project/configobj) (📥 690K / month · 📦 6.2K · ⏱️ 26.08.2014): ``` pip install configobj ``` -- [Conda](https://anaconda.org/conda-forge/configobj) (📥 210K · ⏱️ 29.07.2018): +- [Conda](https://anaconda.org/conda-forge/configobj) (📥 220K · ⏱️ 29.07.2018): ``` conda install -c conda-forge configobj ```
-
omegaconf (🥉25 · ⭐ 600) - Flexible Python configuration system. The last one you will ever need. BSD-3 +
omegaconf (🥉25 · ⭐ 610) - Flexible Python configuration system. The last one you will ever need. BSD-3 -- [GitHub](https://github.com/omry/omegaconf) (👨‍💻 18 · 🔀 41 · 📦 600 · 📋 290 - 14% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/omry/omegaconf) (👨‍💻 19 · 🔀 42 · 📦 620 · 📋 290 - 13% open · ⏱️ 03.03.2021): ``` git clone https://github.com/omry/omegaconf ``` -- [PyPi](https://pypi.org/project/omegaconf) (📥 87K / month · 📦 8 · ⏱️ 10.02.2021): +- [PyPi](https://pypi.org/project/omegaconf) (📥 92K / month · 📦 8 · ⏱️ 10.02.2021): ``` pip install omegaconf ``` -- [Conda](https://anaconda.org/conda-forge/omegaconf) (📥 110K · ⏱️ 20.01.2021): +- [Conda](https://anaconda.org/conda-forge/omegaconf) (📥 120K · ⏱️ 20.01.2021): ``` conda install -c conda-forge omegaconf ```
hydra (🥉24 · ⭐ 3.8K) - Hydra is a framework for elegantly configuring complex applications. MIT -- [GitHub](https://github.com/facebookresearch/hydra) (👨‍💻 64 · 🔀 300 · 📋 690 - 14% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/facebookresearch/hydra) (👨‍💻 66 · 🔀 310 · 📋 680 - 11% open · ⏱️ 03.03.2021): ``` git clone https://github.com/facebookresearch/hydra ``` -- [PyPi](https://pypi.org/project/hydra) (📥 1.3K / month · 📦 3 · ⏱️ 03.08.2016): +- [PyPi](https://pypi.org/project/hydra) (📥 1.2K / month · 📦 3 · ⏱️ 03.08.2016): ``` pip install hydra ``` -- [Conda](https://anaconda.org/conda-forge/hydra-core) (📥 63K · ⏱️ 04.02.2021): +- [Conda](https://anaconda.org/conda-forge/hydra-core) (📥 71K · ⏱️ 04.02.2021): ``` conda install -c conda-forge hydra-core ``` @@ -1459,28 +1451,28 @@ This curated list contains 230 awesome open-source projects with a total of 740K
click (🥇37 · ⭐ 10K) - Python composable command line interface toolkit. BSD-3 -- [GitHub](https://github.com/pallets/click) (👨‍💻 280 · 🔀 1K · 📦 460K · 📋 1.1K - 8% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/pallets/click) (👨‍💻 290 · 🔀 1K · 📦 460K · 📋 1.1K - 6% open · ⏱️ 04.03.2021): ``` git clone https://github.com/pallets/click ``` -- [PyPi](https://pypi.org/project/click) (📥 17M / month · 📦 110K · ⏱️ 25.11.2020): +- [PyPi](https://pypi.org/project/click) (📥 18M / month · 📦 110K · ⏱️ 25.11.2020): ``` pip install click ``` -- [Conda](https://anaconda.org/conda-forge/click) (📥 6.4M · ⏱️ 27.04.2020): +- [Conda](https://anaconda.org/conda-forge/click) (📥 6.5M · ⏱️ 27.04.2020): ``` conda install -c conda-forge click ```
python-prompt-toolkit (🥇35 · ⭐ 6.9K) - Library for building powerful interactive command.. BSD-3 -- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (👨‍💻 180 · 🔀 530 · 📦 130K · 📋 870 - 45% open · ⏱️ 23.02.2021): +- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (👨‍💻 180 · 🔀 530 · 📦 130K · 📋 870 - 45% open · ⏱️ 25.02.2021): ``` git clone https://github.com/prompt-toolkit/python-prompt-toolkit ``` -- [PyPi](https://pypi.org/project/prompt_toolkit) (📥 7.7M / month · 📦 6.2K · ⏱️ 03.10.2019): +- [PyPi](https://pypi.org/project/prompt_toolkit) (📥 8.5M / month · 📦 6.2K · ⏱️ 03.10.2019): ``` pip install prompt_toolkit ``` @@ -1503,32 +1495,32 @@ This curated list contains 230 awesome open-source projects with a total of 740K
python-fire (🥈33 · ⭐ 19K) - Python Fire is a library for automatically generating command.. Apache-2 -- [GitHub](https://github.com/google/python-fire) (👨‍💻 45 · 🔀 1.1K · 📦 6.6K · 📋 220 - 39% open · ⏱️ 25.01.2021): +- [GitHub](https://github.com/google/python-fire) (👨‍💻 45 · 🔀 1.1K · 📦 6.7K · 📋 220 - 39% open · ⏱️ 25.01.2021): ``` git clone https://github.com/google/python-fire ``` -- [PyPi](https://pypi.org/project/fire) (📥 490K / month · 📦 1.2K · ⏱️ 22.01.2021): +- [PyPi](https://pypi.org/project/fire) (📥 500K / month · 📦 1.2K · ⏱️ 22.01.2021): ``` pip install fire ``` -- [Conda](https://anaconda.org/conda-forge/fire) (📥 97K · ⏱️ 22.01.2021): +- [Conda](https://anaconda.org/conda-forge/fire) (📥 99K · ⏱️ 22.01.2021): ``` conda install -c conda-forge fire ```
rich (🥈32 · ⭐ 24K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT -- [GitHub](https://github.com/willmcgugan/rich) (👨‍💻 77 · 🔀 680 · 📦 2.6K · 📋 390 - 2% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/willmcgugan/rich) (👨‍💻 78 · 🔀 700 · 📦 2.7K · 📋 400 - 1% open · ⏱️ 04.03.2021): ``` git clone https://github.com/willmcgugan/rich ``` -- [PyPi](https://pypi.org/project/rich) (📥 620K / month · ⏱️ 20.02.2021): +- [PyPi](https://pypi.org/project/rich) (📥 690K / month · ⏱️ 01.03.2021): ``` pip install rich ``` -- [Conda](https://anaconda.org/conda-forge/rich) (📥 96K · ⏱️ 25.02.2021): +- [Conda](https://anaconda.org/conda-forge/rich) (📥 100K · ⏱️ 02.03.2021): ``` conda install -c conda-forge rich ``` @@ -1544,19 +1536,19 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` pip install emoji ``` -- [Conda](https://anaconda.org/conda-forge/emoji) (📥 10K · ⏱️ 23.01.2021): +- [Conda](https://anaconda.org/conda-forge/emoji) (📥 11K · ⏱️ 23.01.2021): ``` conda install -c conda-forge emoji ```
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argcomplete (🥉29 · ⭐ 930) - Python and tab completion, better together. Apache-2 +
argcomplete (🥉29 · ⭐ 940) - Python and tab completion, better together. Apache-2 -- [GitHub](https://github.com/kislyuk/argcomplete) (👨‍💻 53 · 🔀 99 · 📥 130 · 📦 8.8K · 📋 180 - 19% open · ⏱️ 09.02.2021): +- [GitHub](https://github.com/kislyuk/argcomplete) (👨‍💻 53 · 🔀 99 · 📥 130 · 📦 8.9K · 📋 180 - 19% open · ⏱️ 09.02.2021): ``` git clone https://github.com/kislyuk/argcomplete ``` -- [PyPi](https://pypi.org/project/argcomplete) (📥 1.6M / month · 📦 2.8K · ⏱️ 24.11.2020): +- [PyPi](https://pypi.org/project/argcomplete) (📥 1.7M / month · 📦 2.8K · ⏱️ 24.11.2020): ``` pip install argcomplete ``` @@ -1565,18 +1557,18 @@ This curated list contains 230 awesome open-source projects with a total of 740K conda install -c conda-forge argcomplete ```
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wcwidth (🥉29 · ⭐ 190 · 💤) - Python library that measures the width of unicode strings rendered to.. MIT +
wcwidth (🥉29 · ⭐ 200 · 💤) - Python library that measures the width of unicode strings rendered to.. MIT -- [GitHub](https://github.com/jquast/wcwidth) (👨‍💻 11 · 🔀 35 · 📦 170K · 📋 26 - 26% open · ⏱️ 14.07.2020): +- [GitHub](https://github.com/jquast/wcwidth) (👨‍💻 11 · 🔀 35 · 📦 170K · 📋 27 - 29% open · ⏱️ 14.07.2020): ``` git clone https://github.com/jquast/wcwidth ``` -- [PyPi](https://pypi.org/project/wcwidth) (📥 6.3M / month · 📦 25K · ⏱️ 23.06.2020): +- [PyPi](https://pypi.org/project/wcwidth) (📥 6.4M / month · 📦 25K · ⏱️ 23.06.2020): ``` pip install wcwidth ``` -- [Conda](https://anaconda.org/conda-forge/wcwidth) (📥 5.5M · ⏱️ 24.09.2020): +- [Conda](https://anaconda.org/conda-forge/wcwidth) (📥 5.6M · ⏱️ 24.09.2020): ``` conda install -c conda-forge wcwidth ``` @@ -1588,23 +1580,23 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/erikrose/blessings ``` -- [PyPi](https://pypi.org/project/blessings) (📥 800K / month · 📦 2.5K · ⏱️ 21.06.2018): +- [PyPi](https://pypi.org/project/blessings) (📥 830K / month · 📦 2.5K · ⏱️ 21.06.2018): ``` pip install blessings ``` -- [Conda](https://anaconda.org/conda-forge/blessings) (📥 69K · ⏱️ 08.01.2021): +- [Conda](https://anaconda.org/conda-forge/blessings) (📥 73K · ⏱️ 08.01.2021): ``` conda install -c conda-forge blessings ```
-
ConfigArgParse (🥉27 · ⭐ 460) - A drop-in replacement for argparse that allows options to also be.. MIT +
ConfigArgParse (🥉27 · ⭐ 470) - A drop-in replacement for argparse that allows options to also be.. MIT -- [GitHub](https://github.com/bw2/ConfigArgParse) (👨‍💻 43 · 🔀 83 · 📦 4.7K · 📋 150 - 36% open · ⏱️ 23.02.2021): +- [GitHub](https://github.com/bw2/ConfigArgParse) (👨‍💻 43 · 🔀 83 · 📦 4.7K · 📋 160 - 34% open · ⏱️ 04.03.2021): ``` git clone https://github.com/bw2/ConfigArgParse ``` -- [PyPi](https://pypi.org/project/configargparse) (📥 400K / month · 📦 2.3K · ⏱️ 14.02.2021): +- [PyPi](https://pypi.org/project/configargparse) (📥 430K / month · 📦 2.3K · ⏱️ 14.02.2021): ``` pip install configargparse ``` @@ -1620,7 +1612,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/peterbrittain/asciimatics ``` -- [PyPi](https://pypi.org/project/asciimatics) (📥 3.9K / month · 📦 120 · ⏱️ 15.11.2020): +- [PyPi](https://pypi.org/project/asciimatics) (📥 3.8K / month · 📦 120 · ⏱️ 15.11.2020): ``` pip install asciimatics ``` @@ -1636,7 +1628,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/sdispater/cleo ``` -- [PyPi](https://pypi.org/project/cleo) (📥 760K / month · 📦 150 · ⏱️ 21.02.2021): +- [PyPi](https://pypi.org/project/cleo) (📥 770K / month · 📦 150 · ⏱️ 21.02.2021): ``` pip install cleo ``` @@ -1645,26 +1637,26 @@ This curated list contains 230 awesome open-source projects with a total of 740K conda install -c conda-forge cleo ```
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Typer (🥉22 · ⭐ 4.7K) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT +
Typer (🥉22 · ⭐ 4.7K · 💤) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT - [GitHub](https://github.com/tiangolo/typer) (👨‍💻 8 · 🔀 170 · 📋 150 - 48% open · ⏱️ 16.08.2020): ``` git clone https://github.com/tiangolo/typer ``` -- [PyPi](https://pypi.org/project/typer) (📥 290K / month · ⏱️ 16.08.2020): +- [PyPi](https://pypi.org/project/typer) (📥 350K / month · ⏱️ 16.08.2020): ``` pip install typer ```
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colout (🥉15 · ⭐ 1K) - Color text streams with a polished command line interface. ❗️GPL-3.0 +
colout (🥉15 · ⭐ 1K · 💤) - Color text streams with a polished command line interface. ❗️GPL-3.0 - [GitHub](https://github.com/nojhan/colout) (👨‍💻 29 · 🔀 55 · 📦 1 · 📋 67 - 16% open · ⏱️ 02.08.2020): ``` git clone https://github.com/nojhan/colout ``` -- [PyPi](https://pypi.org/project/colout) (📥 43 / month · ⏱️ 21.06.2020): +- [PyPi](https://pypi.org/project/colout) (📥 49 / month · ⏱️ 21.06.2020): ``` pip install colout ``` @@ -1672,7 +1664,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K
Show 3 hidden projects... - docopt (🥈30 · ⭐ 7.3K · 💀) - Pythonic command line arguments parser, that will make you smile. MIT -- clint (🥉29 · ⭐ 2.5K · 💀) - Python Command-line Application Tools. ISC +- clint (🥉28 · ⭐ 2.5K · 💀) - Python Command-line Application Tools. ISC - bashplotlib (🥉21 · ⭐ 1.5K · 💀) - plotting in the terminal. MIT

@@ -1681,7 +1673,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -🔗 best-of-python-dev ( ⭐ 200 · 🐣) - A ranked list of awesome python developer tools and libraries... +🔗 best-of-python-dev ( ⭐ 230 · 🐣) - A ranked list of awesome python developer tools and libraries...
@@ -1689,9 +1681,9 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -
cachetools (🥇29 · ⭐ 890) - Extensible memoizing collections and decorators. MIT +
cachetools (🥇29 · ⭐ 910) - Extensible memoizing collections and decorators. MIT -- [GitHub](https://github.com/tkem/cachetools) (👨‍💻 5 · 🔀 98 · 📋 180 - 6% open · ⏱️ 24.01.2021): +- [GitHub](https://github.com/tkem/cachetools) (👨‍💻 5 · 🔀 100 · 📋 180 - 6% open · ⏱️ 24.01.2021): ``` git clone https://github.com/tkem/cachetools @@ -1707,16 +1699,16 @@ This curated list contains 230 awesome open-source projects with a total of 740K
beaker (🥉27 · ⭐ 470) - WSGI middleware for sessions and caching. BSD-3 -- [GitHub](https://github.com/bbangert/beaker) (👨‍💻 85 · 🔀 130 · 📦 2.7K · 📋 110 - 54% open · ⏱️ 08.10.2020): +- [GitHub](https://github.com/bbangert/beaker) (👨‍💻 85 · 🔀 130 · 📦 2.7K · 📋 110 - 53% open · ⏱️ 08.10.2020): ``` git clone https://github.com/bbangert/beaker ``` -- [PyPi](https://pypi.org/project/beaker) (📥 99K / month · 📦 2.6K · ⏱️ 26.08.2019): +- [PyPi](https://pypi.org/project/beaker) (📥 100K / month · 📦 2.6K · ⏱️ 26.08.2019): ``` pip install beaker ``` -- [Conda](https://anaconda.org/conda-forge/beaker) (📥 47K · ⏱️ 27.08.2019): +- [Conda](https://anaconda.org/conda-forge/beaker) (📥 48K · ⏱️ 27.08.2019): ``` conda install -c conda-forge beaker ``` @@ -1728,7 +1720,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/lericson/pylibmc ``` -- [PyPi](https://pypi.org/project/pylibmc) (📥 63K / month · 📦 4.7K · ⏱️ 15.08.2019): +- [PyPi](https://pypi.org/project/pylibmc) (📥 65K / month · 📦 4.7K · ⏱️ 15.08.2019): ``` pip install pylibmc ``` @@ -1743,7 +1735,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -🔗 best-of-web-python - Web UI ( ⭐ 1K · 🐣) - Collection of libraries to implement web-based UIs. +🔗 best-of-web-python - Web UI ( ⭐ 1.1K · 🐣) - Collection of libraries to implement web-based UIs.
kivy (🥇34 · ⭐ 13K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT @@ -1756,107 +1748,107 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` pip install kivy ``` -- [Conda](https://anaconda.org/conda-forge/kivy) (📥 150K · ⏱️ 21.12.2020): +- [Conda](https://anaconda.org/conda-forge/kivy) (📥 160K · ⏱️ 21.12.2020): ``` conda install -c conda-forge kivy ```
Gooey (🥈27 · ⭐ 11K) - Turn (almost) any Python command line program into a full GUI application.. MIT -- [GitHub](https://github.com/chriskiehl/Gooey) (👨‍💻 99 · 🔀 660 · 📥 45 · 📦 340 · 📋 440 - 15% open · ⏱️ 20.12.2020): +- [GitHub](https://github.com/chriskiehl/Gooey) (👨‍💻 99 · 🔀 660 · 📥 47 · 📦 340 · 📋 440 - 15% open · ⏱️ 20.12.2020): ``` git clone https://github.com/chriskiehl/Gooey ``` -- [PyPi](https://pypi.org/project/gooey) (📥 1.3K / month · 📦 64 · ⏱️ 08.05.2020): +- [PyPi](https://pypi.org/project/gooey) (📥 1.2K / month · 📦 64 · ⏱️ 08.05.2020): ``` pip install gooey ``` -- [Conda](https://anaconda.org/conda-forge/gooey) (📥 22K · ⏱️ 20.01.2021): +- [Conda](https://anaconda.org/conda-forge/gooey) (📥 23K · ⏱️ 20.01.2021): ``` conda install -c conda-forge gooey ```
-
PySimpleGUI (🥈27 · ⭐ 5.6K) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0 +
PySimpleGUI (🥈27 · ⭐ 5.7K) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0 -- [GitHub](https://github.com/PySimpleGUI/PySimpleGUI) (👨‍💻 18 · 🔀 930 · 📦 1.9K · 📋 2K - 33% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/PySimpleGUI/PySimpleGUI) (👨‍💻 18 · 🔀 930 · 📦 1.9K · 📋 2K - 33% open · ⏱️ 03.03.2021): ``` git clone https://github.com/PySimpleGUI/PySimpleGUI ``` -- [PyPi](https://pypi.org/project/pysimplegui) (📥 21K / month · 📦 82 · ⏱️ 18.01.2021): +- [PyPi](https://pypi.org/project/pysimplegui) (📥 22K / month · 📦 82 · ⏱️ 18.01.2021): ``` pip install pysimplegui ``` -- [Conda](https://anaconda.org/conda-forge/pysimplegui) (📥 23K · ⏱️ 19.01.2021): +- [Conda](https://anaconda.org/conda-forge/pysimplegui) (📥 24K · ⏱️ 19.01.2021): ``` conda install -c conda-forge pysimplegui ```
-
Eel (🥈27 · ⭐ 4.2K) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT +
Eel (🥈27 · ⭐ 4.2K · 💤) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT -- [GitHub](https://github.com/ChrisKnott/Eel) (👨‍💻 36 · 🔀 400 · 📦 1.5K · 📋 360 - 27% open · ⏱️ 17.08.2020): +- [GitHub](https://github.com/ChrisKnott/Eel) (👨‍💻 36 · 🔀 400 · 📦 1.5K · 📋 360 - 26% open · ⏱️ 17.08.2020): ``` git clone https://github.com/ChrisKnott/Eel ``` -- [PyPi](https://pypi.org/project/eel) (📥 15K / month · 📦 70 · ⏱️ 17.08.2020): +- [PyPi](https://pypi.org/project/eel) (📥 16K / month · 📦 70 · ⏱️ 17.08.2020): ``` pip install eel ```
-
DearPyGui (🥉26 · ⭐ 4.5K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT +
DearPyGui (🥉26 · ⭐ 4.6K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT -- [GitHub](https://github.com/hoffstadt/DearPyGui) (👨‍💻 23 · 🔀 200 · 📦 69 · 📋 370 - 22% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/hoffstadt/DearPyGui) (👨‍💻 23 · 🔀 210 · 📦 71 · 📋 380 - 22% open · ⏱️ 04.03.2021): ``` git clone https://github.com/hoffstadt/DearPyGui ``` -- [PyPi](https://pypi.org/project/dearpygui) (📥 4.2K / month · ⏱️ 23.02.2021): +- [PyPi](https://pypi.org/project/dearpygui) (📥 4.1K / month · ⏱️ 03.03.2021): ``` pip install dearpygui ```
-
flexx (🥉26 · ⭐ 2.6K) - Write desktop and web apps in pure Python. BSD-2 +
toga (🥉25 · ⭐ 2.6K) - A Python native, OS native GUI toolkit. BSD-3 -- [GitHub](https://github.com/flexxui/flexx) (👨‍💻 37 · 🔀 240 · 📦 81 · 📋 410 - 18% open · ⏱️ 18.01.2021): +- [GitHub](https://github.com/beeware/toga) (👨‍💻 180 · 🔀 480 · 📋 490 - 28% open · ⏱️ 25.02.2021): ``` - git clone https://github.com/flexxui/flexx - ``` -- [PyPi](https://pypi.org/project/flexx) (📥 460 / month · 📦 36 · ⏱️ 07.09.2020): - ``` - pip install flexx + git clone https://github.com/beeware/toga ``` -- [Conda](https://anaconda.org/conda-forge/flexx) (📥 74K · ⏱️ 07.09.2020): +- [PyPi](https://pypi.org/project/toga) (📥 530 / month · 📦 44 · ⏱️ 03.01.2021): ``` - conda install -c conda-forge flexx + pip install toga ```
-
toga (🥉25 · ⭐ 2.6K) - A Python native, OS native GUI toolkit. BSD-3 +
flexx (🥉25 · ⭐ 2.6K) - Write desktop and web apps in pure Python. BSD-2 -- [GitHub](https://github.com/beeware/toga) (👨‍💻 180 · 🔀 480 · 📋 490 - 28% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/flexxui/flexx) (👨‍💻 37 · 🔀 240 · 📦 81 · 📋 410 - 18% open · ⏱️ 01.03.2021): ``` - git clone https://github.com/beeware/toga + git clone https://github.com/flexxui/flexx ``` -- [PyPi](https://pypi.org/project/toga) (📥 620 / month · 📦 44 · ⏱️ 03.01.2021): +- [PyPi](https://pypi.org/project/flexx) (📥 590 / month · 📦 36 · ⏱️ 07.09.2020): ``` - pip install toga + pip install flexx + ``` +- [Conda](https://anaconda.org/conda-forge/flexx) (📥 74K · ⏱️ 07.09.2020): + ``` + conda install -c conda-forge flexx ```
enaml (🥉22 · ⭐ 1K) - Declarative User Interfaces for Python. BSD-3 -- [GitHub](https://github.com/nucleic/enaml) (👨‍💻 32 · 🔀 100 · 📥 6 · 📦 170 · 📋 210 - 19% open · ⏱️ 22.02.2021): +- [GitHub](https://github.com/nucleic/enaml) (👨‍💻 32 · 🔀 100 · 📥 7 · 📦 170 · 📋 210 - 19% open · ⏱️ 22.02.2021): ``` git clone https://github.com/nucleic/enaml ``` -- [PyPi](https://pypi.org/project/enaml) (📥 890 / month · 📦 140 · ⏱️ 04.11.2020): +- [PyPi](https://pypi.org/project/enaml) (📥 950 / month · 📦 140 · ⏱️ 04.11.2020): ``` pip install enaml ``` -- [Conda](https://anaconda.org/conda-forge/enaml) (📥 66K · ⏱️ 11.11.2020): +- [Conda](https://anaconda.org/conda-forge/enaml) (📥 67K · ⏱️ 11.11.2020): ``` conda install -c conda-forge enaml ``` @@ -1867,7 +1859,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -🔗 caer ( ⭐ 4.2K · 🐣) - Collection of computer vision and image processing libraries. +🔗 caer ( ⭐ 4.3K · 🐣) - Collection of computer vision and image processing libraries.
@@ -1875,7 +1867,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -🔗 best-of-ml-python ( ⭐ 4.2K · 🐣) - A ranked list of awesome machine learning Python libraries. Updated.. +🔗 best-of-ml-python ( ⭐ 4.3K · 🐣) - A ranked list of awesome machine learning Python libraries. Updated..
@@ -1883,18 +1875,18 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -
chardet (🥇35 · ⭐ 1.4K) - Python character encoding detector. ❗️LGPL-2.1 +
chardet (🥇35 · ⭐ 1.5K) - Python character encoding detector. ❗️LGPL-2.1 -- [GitHub](https://github.com/chardet/chardet) (👨‍💻 37 · 🔀 190 · 📦 450K · 📋 110 - 49% open · ⏱️ 16.12.2020): +- [GitHub](https://github.com/chardet/chardet) (👨‍💻 37 · 🔀 190 · 📦 460K · 📋 110 - 49% open · ⏱️ 16.12.2020): ``` git clone https://github.com/chardet/chardet ``` -- [PyPi](https://pypi.org/project/chardet) (📥 56M / month · 📦 73K · ⏱️ 10.12.2020): +- [PyPi](https://pypi.org/project/chardet) (📥 62M / month · 📦 73K · ⏱️ 10.12.2020): ``` pip install chardet ``` -- [Conda](https://anaconda.org/conda-forge/chardet) (📥 9M · ⏱️ 08.01.2021): +- [Conda](https://anaconda.org/conda-forge/chardet) (📥 9.1M · ⏱️ 08.01.2021): ``` conda install -c conda-forge chardet ``` @@ -1906,7 +1898,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` git clone https://github.com/jmoiron/humanize ``` -- [PyPi](https://pypi.org/project/humanize) (📥 890K / month · 📦 2.9K · ⏱️ 12.12.2020): +- [PyPi](https://pypi.org/project/humanize) (📥 930K / month · 📦 2.9K · ⏱️ 12.12.2020): ``` pip install humanize ``` @@ -1917,7 +1909,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K
python-slugify (🥉28 · ⭐ 1K · 💤) - Returns unicode slugs. MIT -- [GitHub](https://github.com/un33k/python-slugify) (👨‍💻 27 · 🔀 79 · 📦 15K · 📋 48 - 4% open · ⏱️ 30.06.2020): +- [GitHub](https://github.com/un33k/python-slugify) (👨‍💻 27 · 🔀 80 · 📦 15K · 📋 48 - 4% open · ⏱️ 30.06.2020): ``` git clone https://github.com/un33k/python-slugify @@ -1926,19 +1918,19 @@ This curated list contains 230 awesome open-source projects with a total of 740K ``` pip install python-slugify ``` -- [Conda](https://anaconda.org/conda-forge/python-slugify) (📥 220K · ⏱️ 01.07.2020): +- [Conda](https://anaconda.org/conda-forge/python-slugify) (📥 230K · ⏱️ 01.07.2020): ``` conda install -c conda-forge python-slugify ```
price-parser (🥉22 · ⭐ 180) - Extract price amount and currency symbol from a raw text string. BSD-3 -- [GitHub](https://github.com/scrapinghub/price-parser) (👨‍💻 12 · 🔀 31 · 📦 58 · 📋 25 - 76% open · ⏱️ 25.11.2020): +- [GitHub](https://github.com/scrapinghub/price-parser) (👨‍💻 12 · 🔀 31 · 📦 61 · 📋 25 - 76% open · ⏱️ 25.11.2020): ``` git clone https://github.com/scrapinghub/price-parser ``` -- [PyPi](https://pypi.org/project/price-parser) (📥 18K / month · ⏱️ 25.11.2020): +- [PyPi](https://pypi.org/project/price-parser) (📥 20K / month · ⏱️ 25.11.2020): ``` pip install price-parser ``` @@ -1953,7 +1945,7 @@ This curated list contains 230 awesome open-source projects with a total of 740K Back to top -🔗 best-of-web-python ( ⭐ 1K · 🐣) - A ranked list of awesome python libraries for web development... +🔗 best-of-web-python ( ⭐ 1.1K · 🐣) - A ranked list of awesome python libraries for web development...
@@ -1965,16 +1957,16 @@ _Libraries for connecting to, operating, and querying databases._
boto3 (🥇37 · ⭐ 6.2K) - AWS SDK for Python. Apache-2 -- [GitHub](https://github.com/boto/boto3) (👨‍💻 110 · 🔀 1.3K · 📦 100K · 📋 2.3K - 13% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/boto/boto3) (👨‍💻 110 · 🔀 1.3K · 📦 100K · 📋 2.3K - 13% open · ⏱️ 03.03.2021): ``` git clone https://github.com/boto/boto3 ``` -- [PyPi](https://pypi.org/project/boto3) (📥 66M / month · 📦 23K · ⏱️ 17.02.2021): +- [PyPi](https://pypi.org/project/boto3) (📥 73M / month · 📦 23K · ⏱️ 03.03.2021): ``` pip install boto3 ``` -- [Conda](https://anaconda.org/conda-forge/boto3) (📥 4.6M · ⏱️ 25.02.2021): +- [Conda](https://anaconda.org/conda-forge/boto3) (📥 4.7M · ⏱️ 04.03.2021): ``` conda install -c conda-forge boto3 ``` @@ -1986,19 +1978,19 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/andymccurdy/redis-py ``` -- [PyPi](https://pypi.org/project/redis) (📥 6M / month · 📦 49K · ⏱️ 01.06.2020): +- [PyPi](https://pypi.org/project/redis) (📥 6.4M / month · 📦 49K · ⏱️ 01.06.2020): ``` pip install redis ```
SQLAlchemy (🥇36 · ⭐ 3.4K) - The Database Toolkit for Python. MIT -- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (👨‍💻 460 · 🔀 520 · 📥 1.5K · 📦 240K · 📋 5.6K - 2% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/sqlalchemy/sqlalchemy) (👨‍💻 460 · 🔀 530 · 📥 1.5K · 📦 240K · 📋 5.7K - 2% open · ⏱️ 03.03.2021): ``` git clone https://github.com/sqlalchemy/sqlalchemy ``` -- [PyPi](https://pypi.org/project/SQLAlchemy) (📥 9M / month · 📦 84K · ⏱️ 15.02.2021): +- [PyPi](https://pypi.org/project/SQLAlchemy) (📥 9.3M / month · 📦 84K · ⏱️ 15.02.2021): ``` pip install SQLAlchemy ``` @@ -2009,7 +2001,7 @@ _Libraries for connecting to, operating, and querying databases._
pymongo (🥇36 · ⭐ 3.2K) - PyMongo - the Python driver for MongoDB. Apache-2 -- [GitHub](https://github.com/mongodb/mongo-python-driver) (👨‍💻 180 · 🔀 980 · 📦 88K · ⏱️ 18.02.2021): +- [GitHub](https://github.com/mongodb/mongo-python-driver) (👨‍💻 180 · 🔀 980 · 📦 89K · ⏱️ 04.03.2021): ``` git clone https://github.com/mongodb/mongo-python-driver @@ -2018,7 +2010,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install pymongo ``` -- [Conda](https://anaconda.org/conda-forge/pymongo) (📥 350K · ⏱️ 12.10.2020): +- [Conda](https://anaconda.org/conda-forge/pymongo) (📥 360K · ⏱️ 12.10.2020): ``` conda install -c conda-forge pymongo ``` @@ -2030,7 +2022,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/PyMySQL/PyMySQL ``` -- [PyPi](https://pypi.org/project/PyMySQL) (📥 3.8M / month · 📦 18K · ⏱️ 09.01.2021): +- [PyPi](https://pypi.org/project/PyMySQL) (📥 3.9M / month · 📦 18K · ⏱️ 09.01.2021): ``` pip install PyMySQL ``` @@ -2046,23 +2038,23 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/googleapis/google-cloud-python ``` -- [PyPi](https://pypi.org/project/google-cloud-storage) (📥 12M / month · 📦 2.1K · ⏱️ 10.02.2021): +- [PyPi](https://pypi.org/project/google-cloud-storage) (📥 13M / month · 📦 2.1K · ⏱️ 10.02.2021): ``` pip install google-cloud-storage ``` -- [Conda](https://anaconda.org/conda-forge/google-cloud-storage) (📥 640K · ⏱️ 06.01.2021): +- [Conda](https://anaconda.org/conda-forge/google-cloud-storage) (📥 650K · ⏱️ 06.01.2021): ``` conda install -c conda-forge google-cloud-storage ```
elasticsearch (🥇35 · ⭐ 3.1K) - Official Python low-level client for Elasticsearch. Apache-2 -- [GitHub](https://github.com/elastic/elasticsearch-py) (👨‍💻 170 · 🔀 970 · 📥 240 · 📦 20K · 📋 860 - 8% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/elastic/elasticsearch-py) (👨‍💻 170 · 🔀 970 · 📥 240 · 📦 20K · 📋 860 - 8% open · ⏱️ 01.03.2021): ``` git clone https://github.com/elastic/elasticsearch-py ``` -- [PyPi](https://pypi.org/project/elasticsearch) (📥 12M / month · 📦 11K · ⏱️ 10.02.2021): +- [PyPi](https://pypi.org/project/elasticsearch) (📥 15M / month · 📦 11K · ⏱️ 10.02.2021): ``` pip install elasticsearch ``` @@ -2073,12 +2065,12 @@ _Libraries for connecting to, operating, and querying databases._
peewee (🥈34 · ⭐ 8.2K) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT -- [GitHub](https://github.com/coleifer/peewee) (👨‍💻 140 · 🔀 1.3K · 📦 12K · 📋 1.9K - 0% open · ⏱️ 23.02.2021): +- [GitHub](https://github.com/coleifer/peewee) (👨‍💻 140 · 🔀 1.3K · 📦 12K · 📋 2K - 0% open · ⏱️ 04.03.2021): ``` git clone https://github.com/coleifer/peewee ``` -- [PyPi](https://pypi.org/project/peewee) (📥 160K / month · 📦 6.5K · ⏱️ 07.02.2021): +- [PyPi](https://pypi.org/project/peewee) (📥 170K / month · 📦 6.5K · ⏱️ 07.02.2021): ``` pip install peewee ``` @@ -2087,42 +2079,26 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge peewee ```
-
kafka-python (🥈34 · ⭐ 4.2K) - Python client for Apache Kafka. Apache-2 - -- [GitHub](https://github.com/dpkp/kafka-python) (👨‍💻 200 · 🔀 1.1K · 📥 1.7K · 📦 6K · 📋 1.3K - 12% open · ⏱️ 22.02.2021): - - ``` - git clone https://github.com/dpkp/kafka-python - ``` -- [PyPi](https://pypi.org/project/kafka-python) (📥 1.5M / month · 📦 2K · ⏱️ 30.09.2020): - ``` - pip install kafka-python - ``` -- [Conda](https://anaconda.org/conda-forge/kafka-python) (📥 240K · ⏱️ 30.09.2020): - ``` - conda install -c conda-forge kafka-python - ``` -
python-bigquery (🥈34 · ⭐ 3.5K) - Google BigQuery API client library. Apache-2 -- [GitHub](https://github.com/googleapis/python-bigquery) (👨‍💻 90 · 🔀 1.3K · 📦 6.8K · 📋 240 - 20% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/googleapis/python-bigquery) (👨‍💻 90 · 🔀 1.3K · 📦 6.8K · 📋 240 - 20% open · ⏱️ 03.03.2021): ``` git clone https://github.com/googleapis/python-bigquery ``` -- [PyPi](https://pypi.org/project/google-cloud-bigquery) (📥 4.9M / month · 📦 1.2K · ⏱️ 18.02.2021): +- [PyPi](https://pypi.org/project/google-cloud-bigquery) (📥 5M / month · 📦 1.2K · ⏱️ 18.02.2021): ``` pip install google-cloud-bigquery ```
MongoEngine (🥈34 · ⭐ 3.4K) - A Python Object-Document-Mapper for working with MongoDB. MIT -- [GitHub](https://github.com/MongoEngine/mongoengine) (👨‍💻 360 · 🔀 1.1K · 📦 12K · 📋 1.5K - 22% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/MongoEngine/mongoengine) (👨‍💻 360 · 🔀 1.1K · 📦 13K · 📋 1.5K - 22% open · ⏱️ 27.02.2021): ``` git clone https://github.com/MongoEngine/mongoengine ``` -- [PyPi](https://pypi.org/project/mongoengine) (📥 350K / month · 📦 6.7K · ⏱️ 16.12.2020): +- [PyPi](https://pypi.org/project/mongoengine) (📥 370K / month · 📦 6.7K · ⏱️ 16.12.2020): ``` pip install mongoengine ``` @@ -2131,90 +2107,90 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge mongoengine ```
+
kafka-python (🥈33 · ⭐ 4.3K · 📉) - Python client for Apache Kafka. Apache-2 + +- [GitHub](https://github.com/dpkp/kafka-python) (👨‍💻 200 · 🔀 1.1K · 📥 1.7K · 📦 6.1K · 📋 1.3K - 12% open · ⏱️ 22.02.2021): + + ``` + git clone https://github.com/dpkp/kafka-python + ``` +- [PyPi](https://pypi.org/project/kafka-python) (📥 1.5M / month · 📦 2K · ⏱️ 30.09.2020): + ``` + pip install kafka-python + ``` +- [Conda](https://anaconda.org/conda-forge/kafka-python) (📥 240K · ⏱️ 30.09.2020): + ``` + conda install -c conda-forge kafka-python + ``` +
azure-storage-blob (🥈33 · ⭐ 1.8K) - This repository is for active development of the Azure SDK.. MIT -- [GitHub](https://github.com/Azure/azure-sdk-for-python) (👨‍💻 310 · 🔀 1.2K · 📦 1.5K · 📋 4.4K - 19% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/Azure/azure-sdk-for-python) (👨‍💻 310 · 🔀 1.2K · 📦 1.5K · 📋 4.5K - 19% open · ⏱️ 04.03.2021): ``` git clone https://github.com/Azure/azure-sdk-for-python ``` -- [PyPi](https://pypi.org/project/azure-storage-blob) (📥 9.5M / month · 📦 380 · ⏱️ 11.02.2021): +- [PyPi](https://pypi.org/project/azure-storage-blob) (📥 9.8M / month · 📦 380 · ⏱️ 02.03.2021): ``` pip install azure-storage-blob ``` -- [Conda](https://anaconda.org/conda-forge/azure-storage-blob) (📥 160K · ⏱️ 21.01.2021): +- [Conda](https://anaconda.org/conda-forge/azure-storage-blob) (📥 170K · ⏱️ 02.03.2021): ``` conda install -c conda-forge azure-storage-blob ```
google-cloud-bigtable (🥈31 · ⭐ 3.5K) - Google Cloud Bigtable API client library. Apache-2 -- [GitHub](https://github.com/googleapis/python-bigtable) (👨‍💻 52 · 🔀 1.3K · 📦 1.3K · 📋 54 - 16% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/googleapis/python-bigtable) (👨‍💻 52 · 🔀 1.3K · 📦 1.3K · 📋 54 - 16% open · ⏱️ 03.03.2021): ``` git clone https://github.com/googleapis/python-bigtable ``` -- [PyPi](https://pypi.org/project/google-cloud-bigtable) (📥 470K / month · 📦 400 · ⏱️ 09.02.2021): +- [PyPi](https://pypi.org/project/google-cloud-bigtable) (📥 460K / month · 📦 400 · ⏱️ 09.02.2021): ``` pip install google-cloud-bigtable ``` -- [Conda](https://anaconda.org/conda-forge/google-cloud-bigtable) (📥 23K · ⏱️ 10.06.2020): +- [Conda](https://anaconda.org/conda-forge/google-cloud-bigtable) (📥 24K · ⏱️ 25.02.2021): ``` conda install -c conda-forge google-cloud-bigtable ```
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Elasticsearch DSL (🥈31 · ⭐ 3.2K) - High level Python client for Elasticsearch. Apache-2 - -- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (👨‍💻 120 · 🔀 670 · 📥 51 · 📦 4.3K · 📋 1.2K - 5% open · ⏱️ 08.12.2020): - - ``` - git clone https://github.com/elastic/elasticsearch-dsl-py - ``` -- [PyPi](https://pypi.org/project/elasticsearch-dsl) (📥 600K / month · 📦 1.6K · ⏱️ 17.09.2020): - ``` - pip install elasticsearch-dsl - ``` -
Prometheus Client (🥈31 · ⭐ 2.1K) - Prometheus instrumentation library for Python.. Apache-2 -- [GitHub](https://github.com/prometheus/client_python) (👨‍💻 100 · 🔀 520 · 📋 320 - 8% open · ⏱️ 11.02.2021): +- [GitHub](https://github.com/prometheus/client_python) (👨‍💻 100 · 🔀 520 · 📋 320 - 8% open · ⏱️ 25.02.2021): ``` git clone https://github.com/prometheus/client_python ``` -- [PyPi](https://pypi.org/project/prometheus_client) (📥 8.5M / month · 📦 3.7K · ⏱️ 20.06.2019): +- [PyPi](https://pypi.org/project/prometheus_client) (📥 9.4M / month · 📦 3.7K · ⏱️ 20.06.2019): ``` pip install prometheus_client ``` -- [Conda](https://anaconda.org/conda-forge/prometheus_client) (📥 2.5M · ⏱️ 16.11.2020): +- [Conda](https://anaconda.org/conda-forge/prometheus_client) (📥 2.6M · ⏱️ 16.11.2020): ``` conda install -c conda-forge prometheus_client ```
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influxdb (🥈31 · ⭐ 1.5K) - Python client for InfluxDB. MIT +
Elasticsearch DSL (🥈30 · ⭐ 3.2K · 📉) - High level Python client for Elasticsearch. Apache-2 -- [GitHub](https://github.com/influxdata/influxdb-python) (👨‍💻 130 · 🔀 490 · 📦 4K · 📋 500 - 27% open · ⏱️ 31.12.2020): +- [GitHub](https://github.com/elastic/elasticsearch-dsl-py) (👨‍💻 120 · 🔀 670 · 📥 52 · 📦 4.3K · 📋 1.2K - 5% open · ⏱️ 08.12.2020): ``` - git clone https://github.com/influxdata/influxdb-python - ``` -- [PyPi](https://pypi.org/project/influxdb) (📥 780K / month · 📦 2.1K · ⏱️ 11.11.2020): - ``` - pip install influxdb + git clone https://github.com/elastic/elasticsearch-dsl-py ``` -- [Conda](https://anaconda.org/conda-forge/influxdb) (📥 10K · ⏱️ 12.11.2020): +- [PyPi](https://pypi.org/project/elasticsearch-dsl) (📥 610K / month · 📦 1.6K · ⏱️ 17.09.2020): ``` - conda install -c conda-forge influxdb + pip install elasticsearch-dsl ```
confluent-kafka-python (🥈30 · ⭐ 2.2K) - Confluent's Kafka Python Client. Apache-2 -- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (👨‍💻 67 · 🔀 580 · 📦 2.1K · 📋 740 - 19% open · ⏱️ 09.02.2021): +- [GitHub](https://github.com/confluentinc/confluent-kafka-python) (👨‍💻 68 · 🔀 580 · 📦 2.1K · 📋 740 - 19% open · ⏱️ 26.02.2021): ``` git clone https://github.com/confluentinc/confluent-kafka-python ``` -- [PyPi](https://pypi.org/project/confluent-kafka) (📥 810K / month · 📦 300 · ⏱️ 05.02.2021): +- [PyPi](https://pypi.org/project/confluent-kafka) (📥 850K / month · 📦 300 · ⏱️ 05.02.2021): ``` pip install confluent-kafka ``` @@ -2226,23 +2202,23 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/PyMySQL/mysqlclient ``` -- [PyPi](https://pypi.org/project/mysqlclient) (📥 1.6M / month · 📦 14K · ⏱️ 01.01.2021): +- [PyPi](https://pypi.org/project/mysqlclient) (📥 1.7M / month · 📦 14K · ⏱️ 01.01.2021): ``` pip install mysqlclient ``` -- [Conda](https://anaconda.org/conda-forge/mysqlclient) (📥 65K · ⏱️ 04.01.2021): +- [Conda](https://anaconda.org/conda-forge/mysqlclient) (📥 66K · ⏱️ 04.01.2021): ``` conda install -c conda-forge mysqlclient ```
Motor (🥈30 · ⭐ 1.6K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2 -- [GitHub](https://github.com/mongodb/motor) (👨‍💻 28 · 🔀 140 · 📦 3.8K · ⏱️ 12.02.2021): +- [GitHub](https://github.com/mongodb/motor) (👨‍💻 29 · 🔀 140 · 📦 3.8K · ⏱️ 02.03.2021): ``` git clone https://github.com/mongodb/motor ``` -- [PyPi](https://pypi.org/project/motor) (📥 120K / month · 📦 1.8K · ⏱️ 04.02.2021): +- [PyPi](https://pypi.org/project/motor) (📥 130K / month · 📦 1.8K · ⏱️ 04.02.2021): ``` pip install motor ``` @@ -2251,62 +2227,62 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge motor ```
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Ibis (🥈30 · ⭐ 1.5K) - A pandas-like deferred expression system, with first-class SQL support. Apache-2 +
influxdb (🥈30 · ⭐ 1.5K · 📉) - Python client for InfluxDB. MIT -- [GitHub](https://github.com/ibis-project/ibis) (👨‍💻 72 · 🔀 250 · 📦 150 · 📋 1.5K - 35% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/influxdata/influxdb-python) (👨‍💻 130 · 🔀 490 · 📦 4K · 📋 500 - 27% open · ⏱️ 31.12.2020): ``` - git clone https://github.com/ibis-project/ibis + git clone https://github.com/influxdata/influxdb-python ``` -- [PyPi](https://pypi.org/project/ibis-framework) (📥 850K / month · 📦 48 · ⏱️ 11.11.2020): +- [PyPi](https://pypi.org/project/influxdb) (📥 800K / month · 📦 2.1K · ⏱️ 11.11.2020): ``` - pip install ibis-framework + pip install influxdb ``` -- [Conda](https://anaconda.org/conda-forge/ibis-framework) (📥 170K · ⏱️ 13.11.2020): +- [Conda](https://anaconda.org/conda-forge/influxdb) (📥 11K · ⏱️ 12.11.2020): ``` - conda install -c conda-forge ibis-framework + conda install -c conda-forge influxdb ```
Cassandra Driver (🥈30 · ⭐ 1.2K) - DataStax Python Driver for Apache Cassandra. Apache-2 -- [GitHub](https://github.com/datastax/python-driver) (👨‍💻 180 · 🔀 450 · 📦 2.5K · ⏱️ 11.02.2021): +- [GitHub](https://github.com/datastax/python-driver) (👨‍💻 180 · 🔀 450 · 📦 2.5K · ⏱️ 02.03.2021): ``` git clone https://github.com/datastax/python-driver ``` -- [PyPi](https://pypi.org/project/cassandra-driver) (📥 410K / month · 📦 1.2K · ⏱️ 18.06.2020): +- [PyPi](https://pypi.org/project/cassandra-driver) (📥 440K / month · 📦 1.2K · ⏱️ 18.06.2020): ``` pip install cassandra-driver ``` -- [Conda](https://anaconda.org/conda-forge/cassandra-driver) (📥 65K · ⏱️ 12.10.2020): +- [Conda](https://anaconda.org/conda-forge/cassandra-driver) (📥 66K · ⏱️ 12.10.2020): ``` conda install -c conda-forge cassandra-driver ```
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SQLAlchemy-Utils (🥈30 · ⭐ 740) - Various utility functions and datatypes for SQLAlchemy. BSD-3 +
SQLAlchemy-Utils (🥈30 · ⭐ 750) - Various utility functions and datatypes for SQLAlchemy. BSD-3 - [GitHub](https://github.com/kvesteri/sqlalchemy-utils) (👨‍💻 92 · 🔀 220 · 📦 9.4K · 📋 310 - 55% open · ⏱️ 27.09.2020): ``` git clone https://github.com/kvesteri/sqlalchemy-utils ``` -- [PyPi](https://pypi.org/project/sqlalchemy-utils) (📥 760K / month · 📦 3.4K · ⏱️ 08.07.2020): +- [PyPi](https://pypi.org/project/sqlalchemy-utils) (📥 750K / month · 📦 3.4K · ⏱️ 08.07.2020): ``` pip install sqlalchemy-utils ``` -- [Conda](https://anaconda.org/conda-forge/sqlalchemy-utils) (📥 280K · ⏱️ 23.02.2021): +- [Conda](https://anaconda.org/conda-forge/sqlalchemy-utils) (📥 290K · ⏱️ 23.02.2021): ``` conda install -c conda-forge sqlalchemy-utils ```
s3transfer (🥈30 · ⭐ 110) - Amazon S3 Transfer Manager for Python. Apache-2 -- [GitHub](https://github.com/boto/s3transfer) (👨‍💻 19 · 🔀 67 · 📦 62K · 📋 56 - 66% open · ⏱️ 11.01.2021): +- [GitHub](https://github.com/boto/s3transfer) (👨‍💻 19 · 🔀 68 · 📦 63K · 📋 56 - 66% open · ⏱️ 11.01.2021): ``` git clone https://github.com/boto/s3transfer ``` -- [PyPi](https://pypi.org/project/s3transfer) (📥 38M / month · 📦 7.9K · ⏱️ 11.01.2021): +- [PyPi](https://pypi.org/project/s3transfer) (📥 39M / month · 📦 7.9K · ⏱️ 11.01.2021): ``` pip install s3transfer ``` @@ -2322,7 +2298,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/mkleehammer/pyodbc ``` -- [PyPi](https://pypi.org/project/pyodbc) (📥 3M / month · 📦 3.3K · ⏱️ 10.02.2020): +- [PyPi](https://pypi.org/project/pyodbc) (📥 3.1M / month · 📦 3.3K · ⏱️ 10.02.2020): ``` pip install pyodbc ``` @@ -2331,25 +2307,41 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pyodbc ```
+
Ibis (🥉29 · ⭐ 1.5K) - A pandas-like deferred expression system, with first-class SQL support. Apache-2 + +- [GitHub](https://github.com/ibis-project/ibis) (👨‍💻 72 · 🔀 250 · 📦 150 · 📋 1.5K - 35% open · ⏱️ 04.03.2021): + + ``` + git clone https://github.com/ibis-project/ibis + ``` +- [PyPi](https://pypi.org/project/ibis-framework) (📥 350K / month · 📦 48 · ⏱️ 11.11.2020): + ``` + pip install ibis-framework + ``` +- [Conda](https://anaconda.org/conda-forge/ibis-framework) (📥 170K · ⏱️ 13.11.2020): + ``` + conda install -c conda-forge ibis-framework + ``` +
PynamoDB (🥉29 · ⭐ 1.5K) - A pythonic interface to Amazon's DynamoDB. MIT -- [GitHub](https://github.com/pynamodb/PynamoDB) (👨‍💻 88 · 🔀 350 · 📦 660 · 📋 460 - 43% open · ⏱️ 18.02.2021): +- [GitHub](https://github.com/pynamodb/PynamoDB) (👨‍💻 88 · 🔀 350 · 📦 670 · 📋 460 - 43% open · ⏱️ 18.02.2021): ``` git clone https://github.com/pynamodb/PynamoDB ``` -- [PyPi](https://pypi.org/project/pynamodb) (📥 240K / month · 📦 240 · ⏱️ 18.02.2021): +- [PyPi](https://pypi.org/project/pynamodb) (📥 250K / month · 📦 240 · ⏱️ 18.02.2021): ``` pip install pynamodb ``` -- [Conda](https://anaconda.org/conda-forge/pynamodb) (📥 68K · ⏱️ 19.02.2021): +- [Conda](https://anaconda.org/conda-forge/pynamodb) (📥 70K · ⏱️ 19.02.2021): ``` conda install -c conda-forge pynamodb ```
pygsheets (🥉29 · ⭐ 1.1K) - Google Sheets Python API v4. MIT -- [GitHub](https://github.com/nithinmurali/pygsheets) (👨‍💻 70 · 🔀 170 · 📦 590 · 📋 320 - 7% open · ⏱️ 13.02.2021): +- [GitHub](https://github.com/nithinmurali/pygsheets) (👨‍💻 70 · 🔀 170 · 📦 600 · 📋 320 - 8% open · ⏱️ 13.02.2021): ``` git clone https://github.com/nithinmurali/pygsheets @@ -2359,26 +2351,14 @@ _Libraries for connecting to, operating, and querying databases._ pip install pygsheets ```
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redis-py-cluster (🥉29 · ⭐ 930) - Python cluster client for the official redis cluster. Redis.. MIT - -- [GitHub](https://github.com/Grokzen/redis-py-cluster) (👨‍💻 67 · 🔀 280 · 📥 2.5K · 📦 810 · 📋 240 - 10% open · ⏱️ 26.12.2020): - - ``` - git clone https://github.com/grokzen/redis-py-cluster - ``` -- [PyPi](https://pypi.org/project/redis-py-cluster) (📥 690K / month · 📦 290 · ⏱️ 25.09.2020): - ``` - pip install redis-py-cluster - ``` -
pandas-gbq (🥉29 · ⭐ 240) - Pandas Google BigQuery. BSD-3 -- [GitHub](https://github.com/pydata/pandas-gbq) (👨‍💻 29 · 🔀 84 · 📥 190 · 📦 1.9K · 📋 190 - 16% open · ⏱️ 19.01.2021): +- [GitHub](https://github.com/pydata/pandas-gbq) (👨‍💻 29 · 🔀 85 · 📥 190 · 📦 1.9K · 📋 190 - 16% open · ⏱️ 19.01.2021): ``` git clone https://github.com/pydata/pandas-gbq ``` -- [PyPi](https://pypi.org/project/pandas-gbq) (📥 4.4M / month · 📦 430 · ⏱️ 10.11.2020): +- [PyPi](https://pypi.org/project/pandas-gbq) (📥 5.2M / month · 📦 430 · ⏱️ 10.11.2020): ``` pip install pandas-gbq ``` @@ -2387,42 +2367,38 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge pandas-gbq ```
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Records (🥉28 · ⭐ 6.5K) - SQL for Humans. ISC +
dataset (🥉28 · ⭐ 4K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT -- [GitHub](https://github.com/kennethreitz42/records) (👨‍💻 37 · 🔀 540 · 📦 730 · 📋 140 - 40% open · ⏱️ 22.12.2020): +- [GitHub](https://github.com/pudo/dataset) (👨‍💻 71 · 🔀 270 · 📦 1.8K · 📋 250 - 3% open · ⏱️ 08.02.2021): ``` - git clone https://github.com/kennethreitz42/records - ``` -- [PyPi](https://pypi.org/project/records) (📥 110K / month · 📦 300 · ⏱️ 21.02.2019): - ``` - pip install records + git clone https://github.com/pudo/dataset ``` -- [Conda](https://anaconda.org/conda-forge/records) (📥 17K · ⏱️ 15.01.2018): +- [PyPi](https://pypi.org/project/dataset) (📥 31K / month · 📦 1K · ⏱️ 08.02.2021): ``` - conda install -c conda-forge records + pip install dataset ```
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dataset (🥉28 · ⭐ 4K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT +
PyPika (🥉28 · ⭐ 1.1K · 📈) - PyPika is a python SQL query builder that exposes the full.. Apache-2 -- [GitHub](https://github.com/pudo/dataset) (👨‍💻 71 · 🔀 270 · 📦 1.8K · 📋 250 - 3% open · ⏱️ 08.02.2021): +- [GitHub](https://github.com/kayak/pypika) (👨‍💻 72 · 🔀 150 · 📦 590 · 📋 280 - 21% open · ⏱️ 16.02.2021): ``` - git clone https://github.com/pudo/dataset + git clone https://github.com/kayak/pypika ``` -- [PyPi](https://pypi.org/project/dataset) (📥 32K / month · 📦 1K · ⏱️ 08.02.2021): +- [PyPi](https://pypi.org/project/pypika) (📥 280K / month · 📦 38 · ⏱️ 16.02.2021): ``` - pip install dataset + pip install pypika ```
py2neo (🥉28 · ⭐ 970) - Py2neo is a comprehensive toolkit for working with Neo4j from within.. Apache-2 -- [GitHub](https://github.com/technige/py2neo) (👨‍💻 33 · 🔀 200 · 📋 720 - 2% open · ⏱️ 24.02.2021): +- [GitHub](https://github.com/technige/py2neo) (👨‍💻 33 · 🔀 200 · 📋 720 - 2% open · ⏱️ 02.03.2021): ``` git clone https://github.com/technige/py2neo ``` -- [PyPi](https://pypi.org/project/py2neo) (📥 30K / month · 📦 1.1K · ⏱️ 22.02.2021): +- [PyPi](https://pypi.org/project/py2neo) (📥 31K / month · 📦 1.1K · ⏱️ 22.02.2021): ``` pip install py2neo ``` @@ -2431,9 +2407,21 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge py2neo ```
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minio (🥉28 · ⭐ 390) - MinIO Client SDK for Python. Apache-2 +
redis-py-cluster (🥉28 · ⭐ 930) - Python cluster client for the official redis cluster. Redis.. MIT -- [GitHub](https://github.com/minio/minio-py) (👨‍💻 89 · 🔀 180 · 📦 1.3K · ⏱️ 21.02.2021): +- [GitHub](https://github.com/Grokzen/redis-py-cluster) (👨‍💻 67 · 🔀 280 · 📥 2.5K · 📦 810 · 📋 240 - 10% open · ⏱️ 26.12.2020): + + ``` + git clone https://github.com/grokzen/redis-py-cluster + ``` +- [PyPi](https://pypi.org/project/redis-py-cluster) (📥 730K / month · 📦 290 · ⏱️ 25.09.2020): + ``` + pip install redis-py-cluster + ``` +
+
minio (🥉28 · ⭐ 400) - MinIO Client SDK for Python. Apache-2 + +- [GitHub](https://github.com/minio/minio-py) (👨‍💻 90 · 🔀 180 · 📦 1.3K · 📋 390 - 0% open · ⏱️ 01.03.2021): ``` git clone https://github.com/minio/minio-py @@ -2447,44 +2435,48 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge minio ```
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Databases (🥉27 · ⭐ 2K) - Async database support for Python. BSD-3 +
Records (🥉27 · ⭐ 6.5K) - SQL for Humans. ISC -- [GitHub](https://github.com/encode/databases) (👨‍💻 28 · 🔀 140 · 📦 1.5K · 📋 180 - 49% open · ⏱️ 10.12.2020): +- [GitHub](https://github.com/kennethreitz42/records) (👨‍💻 37 · 🔀 540 · 📦 730 · 📋 140 - 40% open · ⏱️ 22.12.2020): ``` - git clone https://github.com/encode/databases + git clone https://github.com/kennethreitz42/records ``` -- [PyPi](https://pypi.org/project/databases) (📥 37K / month · 📦 60 · ⏱️ 16.11.2020): +- [PyPi](https://pypi.org/project/records) (📥 110K / month · 📦 300 · ⏱️ 21.02.2019): ``` - pip install databases + pip install records ``` -- [Conda](https://anaconda.org/conda-forge/databases) (📥 83K · ⏱️ 21.11.2020): +- [Conda](https://anaconda.org/conda-forge/records) (📥 17K · ⏱️ 15.01.2018): ``` - conda install -c conda-forge databases + conda install -c conda-forge records ```
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libcloud (🥉27 · ⭐ 1.7K) - Apache Libcloud is a Python library which hides differences between.. Apache-2 +
Databases (🥉27 · ⭐ 2K) - Async database support for Python. BSD-3 -- [GitHub](https://github.com/apache/libcloud) (👨‍💻 420 · 🔀 880 · 📦 1.7K · 📋 100 - 31% open · ⏱️ 15.02.2021): +- [GitHub](https://github.com/encode/databases) (👨‍💻 28 · 🔀 140 · 📦 1.5K · 📋 180 - 50% open · ⏱️ 10.12.2020): ``` - git clone https://github.com/apache/libcloud + git clone https://github.com/encode/databases ``` -- [PyPi](https://pypi.org/project/apache-libcloud) (📥 41K / month · 📦 1.5K · ⏱️ 25.01.2021): +- [PyPi](https://pypi.org/project/databases) (📥 39K / month · 📦 60 · ⏱️ 16.11.2020): ``` - pip install apache-libcloud + pip install databases + ``` +- [Conda](https://anaconda.org/conda-forge/databases) (📥 84K · ⏱️ 21.11.2020): + ``` + conda install -c conda-forge databases ```
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PyPika (🥉27 · ⭐ 1.1K · 📈) - PyPika is a python SQL query builder that exposes the full.. Apache-2 +
libcloud (🥉27 · ⭐ 1.7K) - Apache Libcloud is a Python library which hides differences between.. Apache-2 -- [GitHub](https://github.com/kayak/pypika) (👨‍💻 72 · 🔀 150 · 📦 570 · 📋 280 - 21% open · ⏱️ 16.02.2021): +- [GitHub](https://github.com/apache/libcloud) (👨‍💻 420 · 🔀 880 · 📦 1.7K · 📋 100 - 32% open · ⏱️ 26.02.2021): ``` - git clone https://github.com/kayak/pypika + git clone https://github.com/apache/libcloud ``` -- [PyPi](https://pypi.org/project/pypika) (📥 290K / month · 📦 38 · ⏱️ 16.02.2021): +- [PyPi](https://pypi.org/project/apache-libcloud) (📥 44K / month · 📦 1.5K · ⏱️ 25.01.2021): ``` - pip install pypika + pip install apache-libcloud ```
pysolr (🥉27 · ⭐ 580) - Pysolr Python Solr client. BSD-3 @@ -2505,12 +2497,12 @@ _Libraries for connecting to, operating, and querying databases._
s3fs (🥉27 · ⭐ 390) - S3 Filesystem. BSD-3 -- [GitHub](https://github.com/dask/s3fs) (👨‍💻 63 · 🔀 140 · 📦 2.7K · 📋 230 - 21% open · ⏱️ 23.02.2021): +- [GitHub](https://github.com/dask/s3fs) (👨‍💻 63 · 🔀 140 · 📦 2.8K · 📋 230 - 22% open · ⏱️ 02.03.2021): ``` git clone https://github.com/dask/s3fs ``` -- [PyPi](https://pypi.org/project/s3fs) (📥 7.3M / month · 📦 450 · ⏱️ 15.12.2020): +- [PyPi](https://pypi.org/project/s3fs) (📥 6.6M / month · 📦 450 · ⏱️ 15.12.2020): ``` pip install s3fs ``` @@ -2521,19 +2513,19 @@ _Libraries for connecting to, operating, and querying databases._
cx-Oracle (🥉26 · ⭐ 710) - Python interface to Oracle Database conforming to the Python DB API.. BSD-3 -- [GitHub](https://github.com/oracle/python-cx_Oracle) (👨‍💻 16 · 🔀 260 · 📋 520 - 7% open · ⏱️ 22.01.2021): +- [GitHub](https://github.com/oracle/python-cx_Oracle) (👨‍💻 16 · 🔀 260 · 📋 520 - 7% open · ⏱️ 03.03.2021): ``` git clone https://github.com/oracle/python-cx_Oracle ``` -- [PyPi](https://pypi.org/project/cx-Oracle) (📥 690K / month · 📦 140 · ⏱️ 08.12.2020): +- [PyPi](https://pypi.org/project/cx-Oracle) (📥 740K / month · 📦 140 · ⏱️ 08.12.2020): ``` pip install cx-Oracle ```
Pony (🥉25 · ⭐ 2.5K) - Pony Object Relational Mapper. Apache-2 -- [GitHub](https://github.com/ponyorm/pony) (👨‍💻 20 · 🔀 200 · 📦 1.8K · 📋 550 - 45% open · ⏱️ 09.02.2021): +- [GitHub](https://github.com/ponyorm/pony) (👨‍💻 20 · 🔀 200 · 📦 1.8K · 📋 550 - 45% open · ⏱️ 28.02.2021): ``` git clone https://github.com/ponyorm/pony @@ -2542,7 +2534,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install pony ``` -- [Conda](https://anaconda.org/conda-forge/pony) (📥 46K · ⏱️ 23.11.2020): +- [Conda](https://anaconda.org/conda-forge/pony) (📥 47K · ⏱️ 23.11.2020): ``` conda install -c conda-forge pony ``` @@ -2558,7 +2550,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install happybase ``` -- [Conda](https://anaconda.org/conda-forge/happybase) (📥 51K · ⏱️ 01.07.2019): +- [Conda](https://anaconda.org/conda-forge/happybase) (📥 52K · ⏱️ 01.07.2019): ``` conda install -c conda-forge happybase ``` @@ -2570,7 +2562,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/cloudant/python-cloudant ``` -- [PyPi](https://pypi.org/project/cloudant) (📥 29K / month · 📦 530 · ⏱️ 18.08.2020): +- [PyPi](https://pypi.org/project/cloudant) (📥 31K / month · 📦 530 · ⏱️ 18.08.2020): ``` pip install cloudant ``` @@ -2581,12 +2573,12 @@ _Libraries for connecting to, operating, and querying databases._
AWS Data Wrangler (🥉23 · ⭐ 1.5K) - Pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 pandas -- [GitHub](https://github.com/awslabs/aws-data-wrangler) (👨‍💻 64 · 🔀 230 · 📥 25K · 📋 320 - 4% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/awslabs/aws-data-wrangler) (👨‍💻 64 · 🔀 240 · 📥 25K · 📋 330 - 5% open · ⏱️ 03.03.2021): ``` git clone https://github.com/awslabs/aws-data-wrangler ``` -- [PyPi](https://pypi.org/project/awswrangler) (📥 650K / month · ⏱️ 03.02.2021): +- [PyPi](https://pypi.org/project/awswrangler) (📥 740K / month · ⏱️ 03.03.2021): ``` pip install awswrangler ``` @@ -2605,12 +2597,12 @@ _Libraries for connecting to, operating, and querying databases._
umongo (🥉23 · ⭐ 330) - sync/async MongoDB ODM, yes. MIT -- [GitHub](https://github.com/Scille/umongo) (👨‍💻 13 · 🔀 51 · 📦 180 · 📋 180 - 18% open · ⏱️ 11.01.2021): +- [GitHub](https://github.com/Scille/umongo) (👨‍💻 13 · 🔀 51 · 📦 190 · 📋 180 - 18% open · ⏱️ 11.01.2021): ``` git clone https://github.com/Scille/umongo ``` -- [PyPi](https://pypi.org/project/umongo) (📥 1.9K / month · 📦 20 · ⏱️ 11.01.2021): +- [PyPi](https://pypi.org/project/umongo) (📥 1.8K / month · 📦 20 · ⏱️ 11.01.2021): ``` pip install umongo ``` @@ -2622,7 +2614,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/mongodb/pymodm ``` -- [PyPi](https://pypi.org/project/pymodm) (📥 10K / month · 📦 150 · ⏱️ 30.04.2020): +- [PyPi](https://pypi.org/project/pymodm) (📥 11K / month · 📦 150 · ⏱️ 30.04.2020): ``` pip install pymodm ``` @@ -2638,43 +2630,43 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/amol-/depot ``` -- [PyPi](https://pypi.org/project/filedepot) (📥 1.6K / month · 📦 88 · ⏱️ 27.07.2020): +- [PyPi](https://pypi.org/project/filedepot) (📥 1.7K / month · 📦 88 · ⏱️ 27.07.2020): ``` pip install filedepot ```
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Queries (🥉19 · ⭐ 230) - PostgreSQL database access simplified. BSD-3 +
Queries (🥉19 · ⭐ 230 · 💤) - PostgreSQL database access simplified. BSD-3 - [GitHub](https://github.com/gmr/queries) (👨‍💻 11 · 🔀 27 · 📦 87 · 📋 16 - 18% open · ⏱️ 07.08.2020): ``` git clone https://github.com/gmr/queries ``` -- [PyPi](https://pypi.org/project/queries) (📥 680 / month · 📦 50 · ⏱️ 09.03.2020): +- [PyPi](https://pypi.org/project/queries) (📥 660 / month · 📦 50 · ⏱️ 09.03.2020): ``` pip install queries ```
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PugSQL (🥉18 · ⭐ 420) - A HugSQL-inspired database library for Python. Apache-2 +
PugSQL (🥉17 · ⭐ 420) - A HugSQL-inspired database library for Python. Apache-2 -- [GitHub](https://github.com/mcfunley/pugsql) (👨‍💻 10 · 🔀 13 · 📋 33 - 42% open · ⏱️ 13.09.2020): +- [GitHub](https://github.com/mcfunley/pugsql) (👨‍💻 10 · 🔀 15 · 📋 34 - 41% open · ⏱️ 13.09.2020): ``` git clone https://github.com/mcfunley/pugsql ``` -- [PyPi](https://pypi.org/project/pugsql) (📥 1.3K / month · 📦 1 · ⏱️ 13.09.2020): +- [PyPi](https://pypi.org/project/pugsql) (📥 1.4K / month · 📦 1 · ⏱️ 13.09.2020): ``` pip install pugsql ```
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ODMantic (🥉17 · ⭐ 210) - Async ODM (Object Document Mapper) for MongoDB based on python type hints. ISC +
ODMantic (🥉17 · ⭐ 220) - Async ODM (Object Document Mapper) for MongoDB based on python type hints. ISC -- [GitHub](https://github.com/art049/odmantic) (👨‍💻 9 · 🔀 12 · 📋 61 - 55% open · ⏱️ 13.02.2021): +- [GitHub](https://github.com/art049/odmantic) (👨‍💻 9 · 🔀 13 · 📋 62 - 54% open · ⏱️ 03.03.2021): ``` git clone https://github.com/art049/odmantic ``` -- [PyPi](https://pypi.org/project/odmantic) (📥 810 / month · ⏱️ 13.02.2021): +- [PyPi](https://pypi.org/project/odmantic) (📥 840 / month · ⏱️ 13.02.2021): ``` pip install odmantic ``` @@ -2683,9 +2675,9 @@ _Libraries for connecting to, operating, and querying databases._ - psycopg2 (🥇35 · ⭐ 2.1K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution - mongo-connector (🥉25 · ⭐ 1.8K · 💀) - MongoDB data stream pipeline tools by YouGov (adopted.. Apache-2 -- pyhdb (🥉22 · ⭐ 290 · 💀) - SAP HANA Connector in pure Python. Apache-2 +- pyhdb (🥉21 · ⭐ 290 · 💀) - SAP HANA Connector in pure Python. Apache-2 - db.py (🥉20 · ⭐ 1.2K · 💀) - db.py is an easier way to interact with your databases. BSD-2 -- lazydata (🥉16 · ⭐ 620 · 💀) - Lazydata: Scalable data dependencies for Python projects. Apache-2 +- lazydata (🥉16 · ⭐ 630 · 💀) - Lazydata: Scalable data dependencies for Python projects. Apache-2 - SuperSQLite (🥉14 · ⭐ 660 · 💀) - A supercharged SQLite library for Python. MIT

@@ -2701,18 +2693,18 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/yaml/pyyaml ``` -- [PyPi](https://pypi.org/project/pyyaml) (📥 42M / month · 📦 110K · ⏱️ 20.01.2021): +- [PyPi](https://pypi.org/project/pyyaml) (📥 43M / month · 📦 110K · ⏱️ 20.01.2021): ``` pip install pyyaml ``` -- [Conda](https://anaconda.org/conda-forge/pyyaml) (📥 9.5M · ⏱️ 21.01.2021): +- [Conda](https://anaconda.org/conda-forge/pyyaml) (📥 9.6M · ⏱️ 21.01.2021): ``` conda install -c conda-forge pyyaml ```
XlsxWriter (🥉33 · ⭐ 2.5K) - A Python module for creating Excel XLSX files. BSD-3 -- [GitHub](https://github.com/jmcnamara/XlsxWriter) (👨‍💻 43 · 🔀 510 · 📦 32K · 📋 700 - 2% open · ⏱️ 07.01.2021): +- [GitHub](https://github.com/jmcnamara/XlsxWriter) (👨‍💻 43 · 🔀 510 · 📦 33K · 📋 700 - 2% open · ⏱️ 07.01.2021): ``` git clone https://github.com/jmcnamara/XlsxWriter @@ -2726,9 +2718,9 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge xlsxwriter ```
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jmespath (🥉32 · ⭐ 1.2K · 💤) - JMESPath is a query language for JSON. MIT +
jmespath (🥉32 · ⭐ 1.3K · 💤) - JMESPath is a query language for JSON. MIT -- [GitHub](https://github.com/jmespath/jmespath.py) (👨‍💻 22 · 🔀 130 · 📦 72K · 📋 100 - 40% open · ⏱️ 12.05.2020): +- [GitHub](https://github.com/jmespath/jmespath.py) (👨‍💻 22 · 🔀 130 · 📦 73K · 📋 100 - 40% open · ⏱️ 12.05.2020): ``` git clone https://github.com/jmespath/jmespath.py @@ -2737,7 +2729,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install jmespath ``` -- [Conda](https://anaconda.org/conda-forge/jmespath) (📥 3.7M · ⏱️ 13.05.2020): +- [Conda](https://anaconda.org/conda-forge/jmespath) (📥 3.8M · ⏱️ 13.05.2020): ``` conda install -c conda-forge jmespath ``` @@ -2748,9 +2740,9 @@ _Libraries for connecting to, operating, and querying databases._ Back to top -
deepdiff (🥇28 · ⭐ 970) - Deep Difference and search of any Python object/data. MIT +
deepdiff (🥇28 · ⭐ 980) - Deep Difference and search of any Python object/data. MIT -- [GitHub](https://github.com/seperman/deepdiff) (👨‍💻 50 · 🔀 130 · 📦 1.8K · 📋 130 - 17% open · ⏱️ 16.02.2021): +- [GitHub](https://github.com/seperman/deepdiff) (👨‍💻 50 · 🔀 130 · 📦 1.8K · 📋 140 - 17% open · ⏱️ 16.02.2021): ``` git clone https://github.com/seperman/deepdiff @@ -2759,30 +2751,30 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install deepdiff ``` -- [Conda](https://anaconda.org/conda-forge/deepdiff) (📥 36K · ⏱️ 16.02.2021): +- [Conda](https://anaconda.org/conda-forge/deepdiff) (📥 37K · ⏱️ 16.02.2021): ``` conda install -c conda-forge deepdiff ```
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typing_inspect (🥉22 · ⭐ 180) - Runtime inspection utilities for Python typing module. MIT +
typing_inspect (🥉22 · ⭐ 190) - Runtime inspection utilities for Python typing module. MIT -- [GitHub](https://github.com/ilevkivskyi/typing_inspect) (👨‍💻 9 · 🔀 14 · 📋 40 - 45% open · ⏱️ 17.01.2021): +- [GitHub](https://github.com/ilevkivskyi/typing_inspect) (👨‍💻 10 · 🔀 14 · 📋 41 - 43% open · ⏱️ 25.02.2021): ``` git clone https://github.com/ilevkivskyi/typing_inspect ``` -- [PyPi](https://pypi.org/project/typing_inspect) (📥 2.9M / month · 📦 80 · ⏱️ 02.05.2020): +- [PyPi](https://pypi.org/project/typing_inspect) (📥 2.5M / month · 📦 80 · ⏱️ 02.05.2020): ``` pip install typing_inspect ``` -- [Conda](https://anaconda.org/conda-forge/typing_inspect) (📥 88K · ⏱️ 06.05.2020): +- [Conda](https://anaconda.org/conda-forge/typing_inspect) (📥 94K · ⏱️ 06.05.2020): ``` conda install -c conda-forge typing_inspect ```
Show 2 hidden projects... -- entrypoints (🥈25 · ⭐ 61 · 💤) - Discover and load entry points from installed packages. MIT +- entrypoints (🥈24 · ⭐ 61 · 💤) - Discover and load entry points from installed packages. MIT - importlib-resources (🥉17 · ⭐ 7 · 🐣) - Read resources from Python packages. Apache-2

@@ -2793,28 +2785,28 @@ _Libraries for connecting to, operating, and querying databases._
more-itertools (🥇34 · ⭐ 1.8K) - More routines for operating on iterables, beyond itertools. MIT -- [GitHub](https://github.com/more-itertools/more-itertools) (👨‍💻 67 · 🔀 160 · 📥 2K · 📦 97K · 📋 150 - 5% open · ⏱️ 09.02.2021): +- [GitHub](https://github.com/more-itertools/more-itertools) (👨‍💻 67 · 🔀 160 · 📥 2K · 📦 98K · 📋 150 - 4% open · ⏱️ 02.03.2021): ``` git clone https://github.com/more-itertools/more-itertools ``` -- [PyPi](https://pypi.org/project/more-itertools) (📥 5.2M / month · 📦 15K · ⏱️ 08.02.2021): +- [PyPi](https://pypi.org/project/more-itertools) (📥 5.4M / month · 📦 15K · ⏱️ 08.02.2021): ``` pip install more-itertools ``` -- [Conda](https://anaconda.org/conda-forge/more-itertools) (📥 4.9M · ⏱️ 08.02.2021): +- [Conda](https://anaconda.org/conda-forge/more-itertools) (📥 5M · ⏱️ 08.02.2021): ``` conda install -c conda-forge more-itertools ```
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toolz (🥇33 · ⭐ 3.5K) - A functional standard library for Python. BSD-3 +
toolz (🥇32 · ⭐ 3.5K · 📉) - A functional standard library for Python. BSD-3 -- [GitHub](https://github.com/pytoolz/toolz) (👨‍💻 69 · 🔀 210 · 📦 35K · 📋 220 - 42% open · ⏱️ 24.09.2020): +- [GitHub](https://github.com/pytoolz/toolz) (👨‍💻 69 · 🔀 210 · 📦 36K · 📋 220 - 42% open · ⏱️ 24.09.2020): ``` git clone https://github.com/pytoolz/toolz ``` -- [PyPi](https://pypi.org/project/toolz) (📥 3M / month · 📦 5.5K · ⏱️ 24.09.2020): +- [PyPi](https://pypi.org/project/toolz) (📥 2.5M / month · 📦 5.5K · ⏱️ 24.09.2020): ``` pip install toolz ``` @@ -2823,9 +2815,9 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge toolz ```
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attrs (🥈32 · ⭐ 3.4K · 📉) - Python Classes Without Boilerplate. MIT +
attrs (🥇32 · ⭐ 3.4K) - Python Classes Without Boilerplate. MIT -- [GitHub](https://github.com/python-attrs/attrs) (👨‍💻 98 · 🔀 240 · 📦 200K · 📋 460 - 21% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/python-attrs/attrs) (👨‍💻 98 · 🔀 240 · 📦 210K · 📋 460 - 21% open · ⏱️ 04.03.2021): ``` git clone https://github.com/python-attrs/attrs @@ -2834,7 +2826,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install attrs ``` -- [Conda](https://anaconda.org/conda-forge/attrs) (📥 7.1M · ⏱️ 11.11.2020): +- [Conda](https://anaconda.org/conda-forge/attrs) (📥 7.3M · ⏱️ 11.11.2020): ``` conda install -c conda-forge attrs ``` @@ -2846,7 +2838,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/mahmoud/boltons ``` -- [PyPi](https://pypi.org/project/boltons) (📥 350K / month · 📦 490 · ⏱️ 12.08.2020): +- [PyPi](https://pypi.org/project/boltons) (📥 370K / month · 📦 490 · ⏱️ 12.08.2020): ``` pip install boltons ``` @@ -2855,25 +2847,25 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge boltons ```
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tenacity (🥈28 · ⭐ 2.8K) - Retrying library for Python. Apache-2 +
tenacity (🥈29 · ⭐ 2.8K · 📈) - Retrying library for Python. Apache-2 -- [GitHub](https://github.com/jd/tenacity) (👨‍💻 60 · 🔀 150 · 📋 160 - 30% open · ⏱️ 11.02.2021): +- [GitHub](https://github.com/jd/tenacity) (👨‍💻 62 · 🔀 150 · 📋 160 - 30% open · ⏱️ 11.02.2021): ``` git clone https://github.com/jd/tenacity ``` -- [PyPi](https://pypi.org/project/tenacity) (📥 2.8M / month · 📦 790 · ⏱️ 16.12.2020): +- [PyPi](https://pypi.org/project/tenacity) (📥 2.9M / month · 📦 790 · ⏱️ 16.12.2020): ``` pip install tenacity ``` -- [Conda](https://anaconda.org/conda-forge/tenacity) (📥 520K · ⏱️ 16.12.2020): +- [Conda](https://anaconda.org/conda-forge/tenacity) (📥 530K · ⏱️ 03.03.2021): ``` conda install -c conda-forge tenacity ```
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natsort (🥈28 · ⭐ 440) - Simple yet flexible natural sorting in Python. MIT +
natsort (🥉28 · ⭐ 440) - Simple yet flexible natural sorting in Python. MIT -- [GitHub](https://github.com/SethMMorton/natsort) (👨‍💻 15 · 🔀 28 · 📦 4.6K · ⏱️ 25.01.2021): +- [GitHub](https://github.com/SethMMorton/natsort) (👨‍💻 15 · 🔀 28 · 📦 4.7K · ⏱️ 25.01.2021): ``` git clone https://github.com/SethMMorton/natsort @@ -2894,7 +2886,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/Suor/funcy ``` -- [PyPi](https://pypi.org/project/funcy) (📥 170K / month · 📦 860 · ⏱️ 26.09.2020): +- [PyPi](https://pypi.org/project/funcy) (📥 180K / month · 📦 860 · ⏱️ 26.09.2020): ``` pip install funcy ``` @@ -2905,34 +2897,34 @@ _Libraries for connecting to, operating, and querying databases._
returns (🥉24 · ⭐ 1.6K) - Make your functions return something meaningful, typed, and safe!. BSD-2 -- [GitHub](https://github.com/dry-python/returns) (👨‍💻 28 · 🔀 61 · 📦 59 · 📋 350 - 11% open · ⏱️ 25.02.2021): +- [GitHub](https://github.com/dry-python/returns) (👨‍💻 28 · 🔀 61 · 📦 61 · 📋 350 - 11% open · ⏱️ 04.03.2021): ``` git clone https://github.com/dry-python/returns ``` -- [PyPi](https://pypi.org/project/returns) (📥 4.6K / month · 📦 2 · ⏱️ 21.10.2020): +- [PyPi](https://pypi.org/project/returns) (📥 4.5K / month · 📦 2 · ⏱️ 21.10.2020): ``` pip install returns ```
ubelt (🥉22 · ⭐ 560) - A Python utility belt containing simple tools, a stdlib like feel, and.. Apache-2 -- [GitHub](https://github.com/Erotemic/ubelt) (👨‍💻 1 · 🔀 42 · 📦 460 · 📋 7 - 28% open · ⏱️ 05.02.2021): +- [GitHub](https://github.com/Erotemic/ubelt) (👨‍💻 1 · 🔀 42 · 📦 470 · 📋 7 - 28% open · ⏱️ 05.02.2021): ``` git clone https://github.com/Erotemic/ubelt ``` -- [PyPi](https://pypi.org/project/ubelt) (📥 5.9K / month · 📦 22 · ⏱️ 05.02.2021): +- [PyPi](https://pypi.org/project/ubelt) (📥 6.1K / month · 📦 22 · ⏱️ 05.02.2021): ``` pip install ubelt ```
Show 4 hidden projects... -- retrying (🥉26 · ⭐ 1.6K · 💀) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2 -- ratelimit (🥉23 · ⭐ 350 · 💀) - API Rate Limit Decorator. MIT +- retrying (🥉26 · ⭐ 1.7K · 💀) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2 +- ratelimit (🥉23 · ⭐ 360 · 💀) - API Rate Limit Decorator. MIT - pampy (🥉21 · ⭐ 3.3K · 💀) - Pampy: The Pattern Matching for Python you always dreamed of. MIT -- CommonRegex (🥉21 · ⭐ 1.4K · 💀) - A collection of common regular expressions bundled with an easy.. MIT +- CommonRegex (🥉20 · ⭐ 1.4K · 💀) - A collection of common regular expressions bundled with an easy.. MIT

@@ -2940,21 +2932,21 @@ _Libraries for connecting to, operating, and querying databases._ Back to top -
cpython (🥇29 · ⭐ 36K) - The Python programming language. MIT +
cpython (🥇29 · ⭐ 37K) - The Python programming language. MIT -- [GitHub](https://github.com/python/cpython) (👨‍💻 1.6K · 🔀 18K · ⏱️ 25.02.2021): +- [GitHub](https://github.com/python/cpython) (👨‍💻 1.6K · 🔀 18K · ⏱️ 04.03.2021): ``` git clone https://github.com/python/cpython ``` -- [PyPi](https://pypi.org/project/cpython) (📥 2.4K / month · ⏱️ 22.07.2020): +- [PyPi](https://pypi.org/project/cpython) (📥 2.5K / month · ⏱️ 22.07.2020): ``` pip install cpython ```
micropython (🥈25 · ⭐ 12K) - MicroPython - a lean and efficient Python implementation for.. MIT -- [GitHub](https://github.com/micropython/micropython) (👨‍💻 380 · 🔀 4K · 📥 14K · 📋 3.8K - 33% open · ⏱️ 23.02.2021): +- [GitHub](https://github.com/micropython/micropython) (👨‍💻 380 · 🔀 4K · 📥 15K · 📋 3.8K - 33% open · ⏱️ 02.03.2021): ``` git clone https://github.com/micropython/micropython @@ -2962,7 +2954,7 @@ _Libraries for connecting to, operating, and querying databases._
pyston (🥈16 · ⭐ 5K) - A faster and highly-compatible implementation of the Python programming.. Apache-2 -- [GitHub](https://github.com/pyston/pyston) (👨‍💻 42 · 🔀 310 · 📥 4.6K · 📋 300 - 11% open · ⏱️ 28.10.2020): +- [GitHub](https://github.com/pyston/pyston) (👨‍💻 42 · 🔀 310 · 📥 4.7K · 📋 300 - 11% open · ⏱️ 28.10.2020): ``` git clone https://github.com/pyston/pyston @@ -2980,30 +2972,30 @@ _Libraries for connecting to, operating, and querying databases._ Back to top -
Pygments (🥇35 · ⭐ 520) - Pygments is a generic syntax highlighter written in Python. BSD-2 +
Pygments (🥇35 · ⭐ 530) - Pygments is a generic syntax highlighter written in Python. BSD-2 -- [GitHub](https://github.com/pygments/pygments) (👨‍💻 600 · 🔀 720 · 📦 200K · 📋 1.5K - 23% open · ⏱️ 23.02.2021): +- [GitHub](https://github.com/pygments/pygments) (👨‍💻 600 · 🔀 720 · 📦 200K · 📋 1.5K - 23% open · ⏱️ 03.03.2021): ``` git clone https://github.com/pygments/pygments ``` -- [PyPi](https://pypi.org/project/pygments) (📥 12M / month · 📦 68K · ⏱️ 14.02.2021): +- [PyPi](https://pypi.org/project/pygments) (📥 13M / month · 📦 68K · ⏱️ 14.02.2021): ``` pip install pygments ``` -- [Conda](https://anaconda.org/conda-forge/pygments) (📥 5.7M · ⏱️ 15.02.2021): +- [Conda](https://anaconda.org/conda-forge/pygments) (📥 5.8M · ⏱️ 15.02.2021): ``` conda install -c conda-forge pygments ```
cookiecutter (🥇33 · ⭐ 14K) - A command-line utility that creates projects from cookiecutters.. BSD-3 -- [GitHub](https://github.com/cookiecutter/cookiecutter) (👨‍💻 250 · 🔀 1.4K · 📦 7.5K · 📋 670 - 30% open · ⏱️ 26.12.2020): +- [GitHub](https://github.com/cookiecutter/cookiecutter) (👨‍💻 250 · 🔀 1.4K · 📦 7.6K · 📋 670 - 30% open · ⏱️ 26.12.2020): ``` git clone https://github.com/cookiecutter/cookiecutter ``` -- [PyPi](https://pypi.org/project/cookiecutter) (📥 400K / month · 📦 2.3K · ⏱️ 21.04.2020): +- [PyPi](https://pypi.org/project/cookiecutter) (📥 410K / month · 📦 2.3K · ⏱️ 21.04.2020): ``` pip install cookiecutter ``` @@ -3014,16 +3006,16 @@ _Libraries for connecting to, operating, and querying databases._
pycparser (🥈32 · ⭐ 2.2K) - Complete C99 parser in pure Python. BSD-3 -- [GitHub](https://github.com/eliben/pycparser) (👨‍💻 70 · 🔀 460 · 📦 170K · 📋 260 - 3% open · ⏱️ 09.12.2020): +- [GitHub](https://github.com/eliben/pycparser) (👨‍💻 70 · 🔀 460 · 📦 180K · 📋 260 - 3% open · ⏱️ 09.12.2020): ``` git clone https://github.com/eliben/pycparser ``` -- [PyPi](https://pypi.org/project/pycparser) (📥 22M / month · 📦 32K · ⏱️ 04.03.2020): +- [PyPi](https://pypi.org/project/pycparser) (📥 23M / month · 📦 32K · ⏱️ 04.03.2020): ``` pip install pycparser ``` -- [Conda](https://anaconda.org/conda-forge/pycparser) (📥 8.4M · ⏱️ 27.06.2020): +- [Conda](https://anaconda.org/conda-forge/pycparser) (📥 8.6M · ⏱️ 27.06.2020): ``` conda install -c conda-forge pycparser ``` @@ -3035,7 +3027,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/GrahamDumpleton/wrapt ``` -- [PyPi](https://pypi.org/project/wrapt) (📥 10M / month · 📦 21K · ⏱️ 09.03.2020): +- [PyPi](https://pypi.org/project/wrapt) (📥 9.9M / month · 📦 21K · ⏱️ 09.03.2020): ``` pip install wrapt ``` @@ -3051,7 +3043,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/pyparsing/pyparsing ``` -- [PyPi](https://pypi.org/project/pyparsing) (📥 19M / month · 📦 59K · ⏱️ 30.12.2020): +- [PyPi](https://pypi.org/project/pyparsing) (📥 21M / month · 📦 59K · ⏱️ 30.12.2020): ``` pip install pyparsing ``` @@ -3067,7 +3059,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/pytest-dev/pluggy ``` -- [PyPi](https://pypi.org/project/pluggy) (📥 9M / month · 📦 19K · ⏱️ 04.06.2020): +- [PyPi](https://pypi.org/project/pluggy) (📥 9.2M / month · 📦 19K · ⏱️ 04.06.2020): ``` pip install pluggy ``` @@ -3078,12 +3070,12 @@ _Libraries for connecting to, operating, and querying databases._
decorator (🥈31 · ⭐ 480) - Decorators for Humans. BSD-2 -- [GitHub](https://github.com/micheles/decorator) (👨‍💻 21 · 🔀 68 · 📦 190K · 📋 60 - 5% open · ⏱️ 25.12.2020): +- [GitHub](https://github.com/micheles/decorator) (👨‍💻 21 · 🔀 69 · 📦 190K · 📋 60 - 5% open · ⏱️ 25.12.2020): ``` git clone https://github.com/micheles/decorator ``` -- [PyPi](https://pypi.org/project/decorator) (📥 14M / month · 📦 46K · ⏱️ 29.02.2020): +- [PyPi](https://pypi.org/project/decorator) (📥 15M / month · 📦 46K · ⏱️ 29.02.2020): ``` pip install decorator ``` @@ -3092,9 +3084,9 @@ _Libraries for connecting to, operating, and querying databases._ conda install -c conda-forge decorator ```
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py4j (🥉29 · ⭐ 800) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3 +
py4j (🥉30 · ⭐ 800 · 📈) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3 -- [GitHub](https://github.com/bartdag/py4j) (👨‍💻 29 · 🔀 140 · 📦 5.1K · 📋 360 - 33% open · ⏱️ 06.02.2021): +- [GitHub](https://github.com/bartdag/py4j) (👨‍💻 29 · 🔀 160 · 📦 5.2K · 📋 370 - 34% open · ⏱️ 27.02.2021): ``` git clone https://github.com/bartdag/py4j @@ -3103,23 +3095,23 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install py4j ``` -- [Conda](https://anaconda.org/conda-forge/py4j) (📥 780K · ⏱️ 10.06.2020): +- [Conda](https://anaconda.org/conda-forge/py4j) (📥 790K · ⏱️ 10.06.2020): ``` conda install -c conda-forge py4j ```
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Send2Trash (🥉28 · ⭐ 170) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3 +
Send2Trash (🥉29 · ⭐ 170 · 📈) - Python library to natively send files to Trash (or Recycle bin).. BSD-3 -- [GitHub](https://github.com/arsenetar/send2trash) (👨‍💻 13 · 🔀 29 · 📦 72K · 📋 35 - 54% open · ⏱️ 29.01.2021): +- [GitHub](https://github.com/arsenetar/send2trash) (👨‍💻 13 · 🔀 29 · 📦 73K · 📋 35 - 54% open · ⏱️ 29.01.2021): ``` git clone https://github.com/arsenetar/send2trash ``` -- [PyPi](https://pypi.org/project/send2trash) (📥 5.4M / month · 📦 5K · ⏱️ 19.06.2020): +- [PyPi](https://pypi.org/project/send2trash) (📥 6.2M / month · 📦 5K · ⏱️ 19.06.2020): ``` pip install send2trash ``` -- [Conda](https://anaconda.org/conda-forge/send2trash) (📥 2.4M · ⏱️ 18.02.2018): +- [Conda](https://anaconda.org/conda-forge/send2trash) (📥 2.5M · ⏱️ 18.02.2018): ``` conda install -c conda-forge send2trash ``` @@ -3131,7 +3123,7 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/boppreh/keyboard ``` -- [PyPi](https://pypi.org/project/keyboard) (📥 56K / month · 📦 280 · ⏱️ 23.03.2020): +- [PyPi](https://pypi.org/project/keyboard) (📥 58K / month · 📦 280 · ⏱️ 23.03.2020): ``` pip install keyboard ``` @@ -3143,28 +3135,28 @@ _Libraries for connecting to, operating, and querying databases._ ``` git clone https://github.com/ponty/pyscreenshot ``` -- [PyPi](https://pypi.org/project/pyscreenshot) (📥 83K / month · 📦 420 · ⏱️ 27.12.2020): +- [PyPi](https://pypi.org/project/pyscreenshot) (📥 84K / month · 📦 420 · ⏱️ 27.12.2020): ``` pip install pyscreenshot ```
diagrams (🥉24 · ⭐ 13K) - Diagram as Code for prototyping cloud system architectures. MIT -- [GitHub](https://github.com/mingrammer/diagrams) (👨‍💻 86 · 🔀 710 · 📋 280 - 60% open · ⏱️ 22.02.2021): +- [GitHub](https://github.com/mingrammer/diagrams) (👨‍💻 86 · 🔀 710 · 📋 280 - 60% open · ⏱️ 02.03.2021): ``` git clone https://github.com/mingrammer/diagrams ``` -- [PyPi](https://pypi.org/project/diagrams) (📥 17K / month · ⏱️ 22.02.2021): +- [PyPi](https://pypi.org/project/diagrams) (📥 19K / month · ⏱️ 22.02.2021): ``` pip install diagrams ``` -- [Conda](https://anaconda.org/conda-forge/diagrams) (📥 45K · ⏱️ 22.02.2021): +- [Conda](https://anaconda.org/conda-forge/diagrams) (📥 46K · ⏱️ 22.02.2021): ``` conda install -c conda-forge diagrams ```
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python-mss (🥉24 · ⭐ 570) - An ultra fast cross-platform multiple screenshots module in pure.. MIT +
python-mss (🥉24 · ⭐ 580) - An ultra fast cross-platform multiple screenshots module in pure.. MIT - [GitHub](https://github.com/BoboTiG/python-mss) (👨‍💻 14 · 🔀 54 · 📋 100 - 23% open · ⏱️ 31.10.2020): @@ -3175,26 +3167,26 @@ _Libraries for connecting to, operating, and querying databases._ ``` pip install mss ``` -- [Conda](https://anaconda.org/conda-forge/python-mss) (📥 3.3K · ⏱️ 31.10.2020): +- [Conda](https://anaconda.org/conda-forge/python-mss) (📥 3.4K · ⏱️ 31.10.2020): ``` conda install -c conda-forge python-mss ```
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macropy (🥉23 · ⭐ 3.1K · 💤) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT +
macropy (🥉22 · ⭐ 3.1K · 💤) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT - [GitHub](https://github.com/lihaoyi/macropy) (👨‍💻 19 · 🔀 160 · 📦 390 · 📋 75 - 22% open · ⏱️ 03.03.2020): ``` git clone https://github.com/lihaoyi/macropy ``` -- [PyPi](https://pypi.org/project/macropy3) (📥 1.5K / month · 📦 50 · ⏱️ 11.05.2018): +- [PyPi](https://pypi.org/project/macropy3) (📥 1.6K / month · 📦 50 · ⏱️ 11.05.2018): ``` pip install macropy3 ```
Show 3 hidden projects... -- catalogue (🥉24 · ⭐ 74) - Super lightweight function registries for your library. MIT +- catalogue (🥉24 · ⭐ 74 · 💤) - Super lightweight function registries for your library. MIT - powerline-shell (🥉23 · ⭐ 5.5K · 💀) - A beautiful and useful prompt for your shell. MIT - pluginbase (🥉23 · ⭐ 940 · 💀) - A simple but flexible plugin system for Python. BSD-3
diff --git a/history/2021-03-04_changes.md b/history/2021-03-04_changes.md new file mode 100644 index 0000000..e6a037c --- /dev/null +++ b/history/2021-03-04_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._ + +- pytz (🥈32 · ⭐ 150 · 📈) - pytz Python historical timezone library and database. MIT +- py4j (🥉30 · ⭐ 800 · 📈) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3 +- tenacity (🥈29 · ⭐ 2.8K · 📈) - Retrying library for Python. Apache-2 +- Send2Trash (🥉29 · ⭐ 170 · 📈) - Python library to natively send files to Trash (or Recycle bin).. BSD-3 +- PyPika (🥉28 · ⭐ 1.1K · 📈) - PyPika is a python SQL query builder that exposes the full.. Apache-2 + +## 📉 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._ + +- kafka-python (🥈33 · ⭐ 4.3K · 📉) - Python client for Apache Kafka. Apache-2 +- toolz (🥇32 · ⭐ 3.5K · 📉) - A functional standard library for Python. BSD-3 +- pyrsistent (🥇31 · ⭐ 1.5K · 📉) - Persistent/Immutable/Functional data structures for Python. MIT +- Elasticsearch DSL (🥈30 · ⭐ 3.2K · 📉) - High level Python client for Elasticsearch. Apache-2 +- influxdb (🥈30 · ⭐ 1.5K · 📉) - Python client for InfluxDB. MIT + diff --git a/history/2021-03-04_projects.csv b/history/2021-03-04_projects.csv new file mode 100644 index 0000000..ace0ec2 --- /dev/null +++ b/history/2021-03-04_projects.csv @@ -0,0 +1,234 @@ +,name,github_id,description,resource,category,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,fork_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,conda_id,pypi_id,commit_count,github_release_downloads,monthly_downloads,dependent_project_count,github_dependent_project_count,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,conda_dependent_project_count,trending,labels +0,caer,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 19:41:36.000,2021-02-25 19:23:34.000,2021-02-25 19:23:33.000,542,2.0,10.0,4305,2021-02-25 19:23:41.000,2021.02.25,16.0,17,0,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 13:09:27.000,2021-02-25 19:21:31.000,2021-02-25 19:21:30.000,62,,2.0,1064,2021-02-25 19:21:49.000,2021.02.25,9.0,6,0,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 14:46:24.000,2021-03-04 14:13:15.000,2021-02-25 15:12:18.000,12,,5.0,229,2021-02-25 15:12:27.000,2021.02.25,7.0,1,0,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 13:09:27.000,2021-02-25 19:21:31.000,2021-02-25 19:21:30.000,62,,2.0,1064,2021-02-25 19:21:49.000,2021.02.25,9.0,6,0,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 19:41:36.000,2021-02-25 19:23:34.000,2021-02-25 19:23:33.000,542,2.0,10.0,4305,2021-02-25 19:23:41.000,2021.02.25,16.0,17,0,True,,,,,,,,,,,,,,,,,, +5,protobuf,protocolbuffers/protobuf,Protocol Buffers - Google's data interchange format.,,serialization,https://github.com/protocolbuffers/protobuf,https://github.com/protocolbuffers/protobuf,BSD-3-Clause,2014-08-26 15:52:15.000,2021-03-04 14:33:03.000,2021-03-03 23:58:01.000,12447,1217.0,3300.0,46588,2021-03-03 21:50:32.000,3.15.4,76.0,785,39,True,conda-forge/protobuf,protobuf,7992.0,23106108.0,24004280.0,145763.0,120823.0,https://pypi.org/project/protobuf,2021-03-03 22:16:31.000,24940.0,23640493.0,https://anaconda.org/conda-forge/protobuf,2021-03-04 06:05:49.920,4349649.0,1.0,,, +6,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 16:07:36.000,2021-03-04 13:07:47.000,2021-03-03 19:12:44.000,2533,717.0,2867.0,10727,2021-02-26 20:27:28.000,1.19.17,1177.0,330,38,True,conda-forge/awscli,awscli,10041.0,566.0,23902505.0,25170.0,19750.0,https://pypi.org/project/awscli,2021-03-03 20:33:12.000,5420.0,23791832.0,https://anaconda.org/conda-forge/awscli,2021-03-04 02:47:12.794,6196597.0,1.0,,, +7,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 09:52:19.000,2021-03-04 07:06:17.000,2021-03-04 07:06:17.000,1038,70.0,1031.0,10475,2020-04-27 21:02:36.000,7.1.2,39.0,287,37,True,conda-forge/click,click,1787.0,,17766889.0,573034.0,463572.0,https://pypi.org/project/click,2020-11-25 18:19:38.000,109462.0,17651218.0,https://anaconda.org/conda-forge/click,2020-04-27 21:01:19.813,6477603.0,1.0,,, +8,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 21:38:03.000,2021-03-04 01:07:31.451,2021-03-03 19:12:42.000,1324,304.0,1995.0,6181,2021-03-02 20:23:41.000,1.17.19,771.0,111,37,True,conda-forge/boto3,boto3,4166.0,,73368360.0,123940.0,100850.0,https://pypi.org/project/boto3,2021-03-03 20:33:06.000,23090.0,73278214.0,https://anaconda.org/conda-forge/boto3,2021-03-04 01:07:31.451,4687611.0,1.0,,, +9,botocore,boto/botocore,"The low-level, core functionality of boto 3.",,infrastructure,https://github.com/boto/botocore,https://github.com/boto/botocore,Apache-2.0,2012-11-13 13:25:36.000,2021-03-03 23:28:54.120,2021-03-03 19:12:50.000,746,202.0,628.0,922,2021-03-02 20:23:36.000,1.20.19,1169.0,154,37,True,conda-forge/botocore,botocore,8744.0,,52988967.0,87372.0,73254.0,https://pypi.org/project/botocore,2021-03-03 20:33:01.000,14118.0,52878595.0,https://anaconda.org/conda-forge/botocore,2021-03-03 23:28:54.120,6180848.0,1.0,,, +10,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 11:40:58.000,2021-03-02 17:14:56.000,2021-03-02 17:14:56.000,3638,479.0,4904.0,21993,2021-02-26 09:32:02.000,1.28.5,139.0,408,36,True,conda-forge/docker-compose,docker-compose,5979.0,145744773.0,3316922.0,8350.0,6148.0,https://pypi.org/project/docker-compose,2021-02-18 20:47:50.000,2202.0,757293.0,https://anaconda.org/conda-forge/docker-compose,2021-02-26 12:16:54.697,83850.0,2.0,,, +11,redis,andymccurdy/redis-py,Redis Python Client.,,db-clients,https://github.com/andymccurdy/redis-py,https://github.com/andymccurdy/redis-py,MIT,2009-11-06 10:22:26.000,2021-02-11 18:11:46.000,2020-11-22 20:52:44.000,1927,71.0,815.0,9123,2020-06-01 21:30:33.000,3.5.3,66.0,248,36,True,,redis,1550.0,,6360063.0,49438.0,,https://pypi.org/project/redis,2020-06-01 21:30:33.000,49438.0,6360063.0,,,,1.0,,, +12,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 16:15:07.000,2021-03-04 10:40:15.000,2021-02-25 13:30:18.000,1434,399.0,1052.0,5136,2021-02-24 17:16:15.000,4.4.4,72.0,386,36,True,conda-forge/docker-py,docker,3154.0,,7582699.0,23731.0,19363.0,https://pypi.org/project/docker,2021-02-18 14:37:00.000,4368.0,7565800.0,https://anaconda.org/conda-forge/docker-py,2021-02-24 19:56:36.772,946388.0,2.0,,, +13,SQLAlchemy,sqlalchemy/sqlalchemy,The Database Toolkit for Python.,,db-clients,https://github.com/sqlalchemy/sqlalchemy,https://github.com/sqlalchemy/sqlalchemy,MIT,2017-01-02 21:50:52.207,2021-03-03 17:02:05.000,2021-03-03 15:53:52.000,526,148.0,5509.0,3404,2021-02-01 20:56:35.000,rel_1_3_23,210.0,457,36,True,conda-forge/sqlalchemy,SQLAlchemy,13627.0,1535.0,9387039.0,327414.0,243708.0,https://pypi.org/project/SQLAlchemy,2021-02-15 20:00:17.000,83706.0,9322598.0,https://anaconda.org/conda-forge/sqlalchemy,2021-02-02 00:35:44.745,3217834.0,1.0,,, +14,pymongo,mongodb/mongo-python-driver,PyMongo - the Python driver for MongoDB.,,db-clients,https://github.com/mongodb/mongo-python-driver,https://github.com/mongodb/mongo-python-driver,Apache-2.0,2009-01-15 15:18:06.000,2021-03-04 00:33:42.000,2021-03-04 00:33:42.000,984,3.0,,3239,2021-02-03 02:58:15.000,3.11.3,116.0,180,36,True,conda-forge/pymongo,pymongo,4667.0,,4224920.0,124364.0,88502.0,https://pypi.org/project/pymongo,2021-02-03 02:58:15.000,35862.0,4218684.0,https://anaconda.org/conda-forge/pymongo,2020-10-12 20:39:14.177,355466.0,1.0,,, +15,PyYAML,yaml/pyyaml,Canonical source repository for PyYAML.,,file-formats,https://github.com/yaml/pyyaml,https://github.com/yaml/pyyaml,MIT,2011-11-03 05:09:49.000,2021-03-03 15:46:00.000,2021-01-20 21:40:50.000,305,179.0,198.0,1395,2021-01-20 22:07:31.000,5.4.1,28.0,36,36,True,conda-forge/pyyaml,pyyaml,285.0,,43302968.0,402839.0,288503.0,https://pypi.org/project/pyyaml,2021-01-20 22:07:31.000,114336.0,43134782.0,https://anaconda.org/conda-forge/pyyaml,2021-01-21 02:30:09.972,9586625.0,1.0,,, +16,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 22:12:08.000,2021-02-28 18:04:25.000,2021-02-25 19:23:55.000,529,397.0,474.0,6900,2019-10-03 15:18:40.000,2.0.10,81.0,176,35,True,,prompt_toolkit,2515.0,,8524920.0,139826.0,133610.0,https://pypi.org/project/prompt_toolkit,2019-10-03 15:18:40.000,6216.0,8524920.0,,,,1.0,,, +17,PyMySQL,PyMySQL/PyMySQL,Pure Python MySQL Client.,,db-clients,https://github.com/PyMySQL/PyMySQL,https://github.com/PyMySQL/PyMySQL,MIT,2011-07-27 17:38:47.000,2021-02-12 16:29:46.000,2021-02-02 06:23:09.000,1269,16.0,538.0,6340,2021-01-09 11:33:39.000,1.0.2,35.0,110,35,True,conda-forge/pymysql,PyMySQL,1003.0,,3936518.0,94818.0,76392.0,https://pypi.org/project/PyMySQL,2021-01-09 11:33:39.000,18426.0,3930132.0,https://anaconda.org/conda-forge/pymysql,2021-01-09 16:18:43.582,261860.0,1.0,,, +18,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 15:51:47.000,2021-02-10 22:22:38.000,2021-02-01 17:10:22.000,1344,24.0,3320.0,3489,2021-02-10 22:22:38.000,1.36.0,100.0,314,35,True,conda-forge/google-cloud-storage,google-cloud-storage,9053.0,,12859734.0,2108.0,,https://pypi.org/project/google-cloud-storage,2021-02-10 22:22:38.000,2108.0,12845358.0,https://anaconda.org/conda-forge/google-cloud-storage,2021-01-06 20:46:41.990,646962.0,1.0,,, +19,elasticsearch,elastic/elasticsearch-py,Official Python low-level client for Elasticsearch.,,db-clients,https://github.com/elastic/elasticsearch-py,https://github.com/elastic/elasticsearch-py,Apache-2.0,2013-05-01 22:47:39.000,2021-03-03 19:34:00.000,2021-03-01 14:02:09.000,970,74.0,788.0,3119,2021-02-10 19:52:33.000,7.11.0,66.0,170,35,True,conda-forge/elasticsearch,elasticsearch,1276.0,241.0,14639823.0,30878.0,20304.0,https://pypi.org/project/elasticsearch,2021-02-10 19:52:33.000,10574.0,14633422.0,https://anaconda.org/conda-forge/elasticsearch,2021-02-11 02:40:57.012,362149.0,1.0,,, +20,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 11:05:11.000,2021-03-03 18:34:53.000,2020-12-16 23:41:45.000,367,44.0,954.0,2100,2020-12-25 13:51:59.000,2.8.6,45.0,111,35,False,psycopg2,psycopg2,2871.0,,4197031.0,424645.0,305433.0,https://pypi.org/project/psycopg2,2020-09-06 22:41:27.000,119212.0,4196475.0,https://anaconda.org/anaconda/psycopg2,2021-02-04 16:14:22.899,35594.0,1.0,0.0,, +21,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 18:56:16.000,2021-02-19 13:15:15.000,2020-09-28 20:40:12.000,354,262.0,341.0,1513,2019-11-03 05:42:01.000,2.8.1,23.0,118,35,True,conda-forge/python-dateutil,python-dateutil,1493.0,34260.0,44528878.0,116628.0,,https://pypi.org/project/python-dateutil,2019-11-03 05:42:01.000,116628.0,44293365.0,https://anaconda.org/conda-forge/python-dateutil,2019-11-03 14:12:04.243,13632225.0,1.0,,, +22,chardet,chardet/chardet,Python character encoding detector.,,text,https://github.com/chardet/chardet,https://github.com/chardet/chardet,LGPL-2.1,2012-07-26 20:30:54.000,2021-01-20 14:58:22.000,2020-12-16 17:20:22.000,193,56.0,58.0,1454,2020-12-10 19:35:32.000,4.0.0,12.0,37,35,True,conda-forge/chardet,chardet,334.0,,62005612.0,527764.0,455050.0,https://pypi.org/project/chardet,2020-12-10 19:35:32.000,72714.0,61819511.0,https://anaconda.org/conda-forge/chardet,2021-01-08 08:22:32.887,9118962.0,1.0,,, +23,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,2016-04-12 07:50:11.354,2021-03-04 03:50:00.000,2021-03-03 07:09:22.000,718,345.0,1122.0,528,2021-02-14 14:14:09.000,2.8.0,48.0,604,35,True,conda-forge/pygments,pygments,5508.0,,12947163.0,268989.0,201223.0,https://pypi.org/project/pygments,2021-02-14 14:13:44.000,67766.0,12849576.0,https://anaconda.org/conda-forge/pygments,2021-02-15 18:03:59.663,5757649.0,1.0,,, +24,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 14:58:02.000,2021-03-04 08:25:48.000,2021-03-03 21:26:59.000,20320,1883.0,27574.0,47102,2021-02-18 15:53:27.000,3.0.0,236.0,6354,34,True,conda-forge/ansible,ansible,,,3110102.0,23570.0,15916.0,https://pypi.org/project/ansible,2021-02-18 15:53:27.000,7654.0,3103955.0,https://anaconda.org/conda-forge/ansible,2021-02-18 18:54:16.693,264348.0,2.0,,, +25,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 20:27:32.000,2021-03-01 16:34:33.000,2021-02-24 22:03:11.000,2647,832.0,3476.0,12752,2020-12-10 00:57:59.000,2.0.0,35.0,533,34,True,conda-forge/kivy,kivy,12409.0,22380.0,29268.0,4916.0,4042.0,https://pypi.org/project/kivy,2020-12-09 21:40:18.000,874.0,24105.0,https://anaconda.org/conda-forge/kivy,2020-12-21 18:44:17.351,155962.0,1.0,,, +26,peewee,coleifer/peewee,"a small, expressive orm -- supports postgresql, mysql and sqlite.",,db-clients,https://github.com/coleifer/peewee,https://github.com/coleifer/peewee,MIT,2010-10-11 20:14:11.000,2021-03-04 01:58:14.000,2021-03-04 01:57:48.000,1264,1.0,1954.0,8199,2021-02-07 22:52:56.000,3.14.1,166.0,144,34,True,conda-forge/peewee,peewee,4296.0,,177223.0,18677.0,12213.0,https://pypi.org/project/peewee,2021-02-07 22:52:35.000,6464.0,172135.0,https://anaconda.org/conda-forge/peewee,2021-02-08 03:19:18.582,284940.0,2.0,,, +27,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 20:23:27.000,2021-03-03 21:51:22.000,2021-03-02 20:51:13.000,552,44.0,357.0,7132,2021-02-28 22:50:06.000,1.0.2,56.0,235,34,True,conda-forge/arrow,arrow,1264.0,,1479692.0,25507.0,18085.0,https://pypi.org/project/arrow,2021-02-28 22:49:17.000,7422.0,1471321.0,https://anaconda.org/conda-forge/arrow,2021-03-01 02:57:56.890,485537.0,2.0,,, +28,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 03:41:08.000,2021-03-04 08:55:09.000,2021-02-12 20:08:03.000,1631,823.0,580.0,6820,2020-08-30 19:56:22.000,2.7.2,121.0,157,34,True,conda-forge/paramiko,paramiko,3501.0,,7331432.0,61538.0,38738.0,https://pypi.org/project/paramiko,2020-08-30 19:56:22.000,22800.0,7317021.0,https://anaconda.org/conda-forge/paramiko,2020-09-01 19:24:01.679,778246.0,2.0,,, +29,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 00:09:04.000,2021-03-03 23:24:05.000,2021-03-03 23:24:05.000,1344,48.0,191.0,3482,2021-02-25 18:48:00.000,2.10.0,78.0,90,34,True,,google-cloud-bigquery,1121.0,,5045453.0,8088.0,6838.0,https://pypi.org/project/google-cloud-bigquery,2021-02-18 17:24:36.000,1250.0,5045453.0,,,,2.0,,, +30,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 12:10:20.000,2021-03-03 23:10:27.000,2021-02-27 22:05:50.000,1119,338.0,1182.0,3414,2020-12-16 22:13:11.000,0.22.1,64.0,361,34,True,conda-forge/mongoengine,mongoengine,3821.0,,375578.0,19224.0,12512.0,https://pypi.org/project/mongoengine,2020-12-16 22:13:11.000,6712.0,373594.0,https://anaconda.org/conda-forge/mongoengine,2020-12-17 17:41:13.762,109132.0,2.0,,, +31,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 20:18:25.000,2021-02-13 23:19:49.000,2021-02-11 09:11:45.000,177,114.0,101.0,2389,2020-10-13 02:42:26.000,0.4.4,42.0,40,34,True,conda-forge/colorama,colorama,288.0,,23103570.0,199898.0,168282.0,https://pypi.org/project/colorama,2020-10-13 02:42:26.000,31616.0,23052090.0,https://anaconda.org/conda-forge/colorama,2020-10-16 16:43:32.974,3037353.0,2.0,,, +32,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 17:36:44.000,2021-01-13 10:33:10.000,2020-05-16 18:24:44.000,423,164.0,256.0,1984,2020-01-21 16:37:03.000,4.8.0,17.0,91,34,True,conda-forge/pexpect,pexpect,1549.0,3934.0,9472453.0,152852.0,122150.0,https://pypi.org/project/pexpect,2020-01-21 16:37:03.000,30702.0,9400722.0,https://anaconda.org/conda-forge/pexpect,2020-10-12 20:49:05.189,4229535.0,1.0,,, +33,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 05:15:14.000,2021-03-02 01:58:49.000,2021-03-02 01:58:49.000,157,7.0,144.0,1808,2021-02-08 01:54:28.000,8.7.0,33.0,67,34,True,conda-forge/more-itertools,more-itertools,1090.0,2025.0,5477876.0,112653.0,97745.0,https://pypi.org/project/more-itertools,2021-02-08 01:53:03.000,14908.0,5372470.0,https://anaconda.org/conda-forge/more-itertools,2021-02-08 03:58:59.523,4952204.0,1.0,,, +34,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 15:11:38.000,2021-02-28 21:54:46.000,2021-02-20 21:43:19.000,275,50.0,348.0,1504,2021-02-09 14:08:03.000,3.10.1,35.0,104,34,True,conda-forge/pycryptodomex,pycryptodomex,2538.0,,3500643.0,24715.0,23173.0,https://pypi.org/project/pycryptodomex,2021-02-09 14:08:03.000,1542.0,3492166.0,https://anaconda.org/conda-forge/pycryptodomex,2021-02-10 15:35:54.116,330620.0,1.0,,, +35,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 13:57:47.000,2021-01-20 19:36:37.000,2020-11-27 05:54:10.000,257,186.0,194.0,1121,2020-06-13 02:43:44.000,0.18.2,50.0,104,34,True,conda-forge/future,future,1831.0,,13410601.0,157345.0,128977.0,https://pypi.org/project/future,2019-10-31 00:58:13.000,28368.0,13353065.0,https://anaconda.org/conda-forge/future,2021-01-08 23:20:36.090,3222046.0,1.0,,, +36,six,benjaminp/six,Python 2 and 3 compatibility library.,,compatibility,https://github.com/benjaminp/six,https://github.com/benjaminp/six,MIT,2016-05-10 07:24:51.054,2021-01-28 14:48:17.000,2021-01-28 14:48:16.000,190,104.0,171.0,743,2020-05-21 15:25:54.000,1.15.0,27.0,62,34,True,conda-forge/six,six,517.0,,57066188.0,1042075.0,798055.0,https://pypi.org/project/six,2020-05-21 15:25:54.000,244020.0,56823390.0,https://anaconda.org/conda-forge/six,2020-05-21 17:15:14.356,14082305.0,1.0,,, +37,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 20:45:45.000,2021-02-27 04:02:29.000,2020-10-15 10:38:47.000,152,71.0,135.0,406,2020-10-15 10:39:45.000,5.0.5,24.0,97,34,True,conda-forge/traitlets,traitlets,1645.0,,7902105.0,168966.0,140942.0,https://pypi.org/project/traitlets,2020-10-15 10:39:45.000,28024.0,7801076.0,https://anaconda.org/conda-forge/traitlets,2020-10-15 14:20:57.286,5960764.0,1.0,,, +38,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 21:35:07.000,2021-02-28 17:53:33.000,2021-01-25 18:21:42.000,1119,88.0,136.0,18734,2021-01-22 18:12:10.000,0.4.0,9.0,45,33,True,conda-forge/fire,fire,257.0,,503516.0,7843.0,6675.0,https://pypi.org/project/fire,2021-01-22 18:11:49.000,1168.0,501312.0,https://anaconda.org/conda-forge/fire,2021-01-22 19:55:20.738,99214.0,2.0,,, +39,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 18:33:01.000,2021-03-04 13:31:23.000,2021-03-01 21:51:22.000,2448,169.0,1454.0,15872,2020-03-12 22:47:55.000,1.12.0,17.0,470,33,True,conda-forge/flatbuffers,flatbuffers,2195.0,27505.0,1430906.0,957.0,785.0,https://pypi.org/project/flatbuffers,2020-03-12 23:34:51.000,172.0,1426699.0,https://anaconda.org/conda-forge/flatbuffers,2020-11-23 13:28:55.262,224356.0,1.0,,, +40,cookiecutter,cookiecutter/cookiecutter,"A command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects,..",,others,https://github.com/cookiecutter/cookiecutter,https://github.com/cookiecutter/cookiecutter,BSD-3-Clause,2013-07-14 18:31:22.000,2021-02-23 06:14:29.000,2020-12-26 04:18:09.000,1415,204.0,463.0,13968,2020-04-21 03:35:23.000,1.7.2,28.0,247,33,True,conda-forge/cookiecutter,cookiecutter,2671.0,,408094.0,9872.0,7562.0,https://pypi.org/project/cookiecutter,2020-04-21 03:34:31.000,2310.0,405680.0,https://anaconda.org/conda-forge/cookiecutter,2020-04-26 16:44:26.880,140039.0,1.0,,, +41,uvloop,MagicStack/uvloop,Ultra fast asyncio event loop.,,async,https://github.com/MagicStack/uvloop,https://github.com/MagicStack/uvloop,MIT,2015-11-08 04:14:54.000,2021-02-19 07:14:22.118,2021-02-19 00:24:10.000,448,34.0,208.0,7604,2021-02-19 04:13:20.000,0.15.2,74.0,41,33,True,conda-forge/uvloop,uvloop,882.0,314.0,10533375.0,22341.0,19891.0,https://pypi.org/project/uvloop,2021-02-19 04:13:20.000,2450.0,10527075.0,https://anaconda.org/conda-forge/uvloop,2021-02-19 07:14:22.118,258115.0,1.0,,, +42,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 12:00:17.000,2021-02-27 08:26:11.000,2021-02-27 08:26:11.000,554,130.0,367.0,4610,2021-02-22 13:51:48.000,2.0.2,26.0,107,33,True,conda-forge/watchdog,watchdog,1283.0,,1342506.0,44272.0,30420.0,https://pypi.org/project/watchdog,2021-02-22 13:51:48.000,13852.0,1335247.0,https://anaconda.org/conda-forge/watchdog,2021-02-22 16:33:55.429,399287.0,1.0,,, +43,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 13:00:26.000,2021-02-22 05:44:43.000,2021-02-22 05:44:42.000,1129,168.0,1148.0,4252,2020-09-30 07:33:37.000,2.0.1,36.0,205,33,True,conda-forge/kafka-python,kafka-python,2154.0,1668.0,1551010.0,8116.0,6096.0,https://pypi.org/project/kafka-python,2020-09-30 07:24:01.000,2020.0,1545847.0,https://anaconda.org/conda-forge/kafka-python,2020-09-30 13:01:38.284,236561.0,2.0,,-1.0, +44,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,BSD-3-Clause,2013-08-07 02:23:38.000,2021-03-03 12:40:05.000,2021-03-03 12:39:57.000,833,38.0,1607.0,3956,2021-02-16 22:18:07.000,3.4.6,91.0,230,33,True,conda-forge/cryptography,cryptography,,,22210574.0,184620.0,150732.0,https://pypi.org/project/cryptography,2021-02-16 22:18:07.000,33888.0,21971111.0,https://anaconda.org/conda-forge/cryptography,2021-02-11 00:03:03.094,10775857.0,2.0,,, +45,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 20:00:51.000,2021-02-24 19:39:48.000,2021-02-24 19:39:47.000,305,39.0,255.0,3162,2021-01-21 15:25:16.000,4.0.2,24.0,71,33,True,,ujson,609.0,,6022495.0,27433.0,20877.0,https://pypi.org/project/ujson,2021-01-21 15:25:16.000,6556.0,6022495.0,,,,1.0,,, +46,XlsxWriter,jmcnamara/XlsxWriter,A Python module for creating Excel XLSX files.,,file-formats,https://github.com/jmcnamara/XlsxWriter,https://github.com/jmcnamara/XlsxWriter,BSD-3-Clause,2013-01-04 01:07:06.000,2021-02-25 15:31:50.000,2021-01-07 20:40:50.000,510,15.0,682.0,2483,2020-10-13 08:17:32.000,1.3.7,137.0,43,33,True,conda-forge/xlsxwriter,xlsxwriter,1148.0,,2842172.0,38734.0,32550.0,https://pypi.org/project/xlsxwriter,2020-10-13 08:17:32.000,6184.0,2819722.0,https://anaconda.org/conda-forge/xlsxwriter,2020-10-13 10:12:02.147,1032701.0,3.0,,, +47,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 16:46:12.000,2021-03-04 12:32:08.000,2021-03-04 00:35:35.000,1220,875.0,3626.0,1840,2021-03-04 07:32:22.000,azure-mgmt-containerservice_11.1.0,100.0,310,33,True,conda-forge/azure-storage-blob,azure-storage-blob,8093.0,,9817030.0,1921.0,1541.0,https://pypi.org/project/azure-storage-blob,2021-03-02 06:37:57.000,380.0,9811854.0,https://anaconda.org/conda-forge/azure-storage-blob,2021-03-02 10:00:36.651,165647.0,2.0,,, +48,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 05:47:45.000,2021-01-09 03:09:29.622,2020-12-29 14:51:58.000,302,15.0,159.0,1363,2020-07-16 18:33:53.000,3.17.2,95.0,36,33,True,conda-forge/simplejson,simplejson,592.0,5180.0,6722413.0,97227.0,58235.0,https://pypi.org/project/simplejson,2020-07-16 18:33:53.000,38992.0,6699685.0,https://anaconda.org/conda-forge/simplejson,2021-01-09 03:09:29.622,996352.0,1.0,,, +49,rich,willmcgugan/rich,Rich is a Python library for rich text and beautiful formatting in the terminal.,,cli-helpers,https://github.com/willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000,2021-03-04 13:05:38.000,2021-03-04 13:05:38.000,702,7.0,397.0,23785,2021-03-01 22:37:53.000,9.12.4,119.0,78,32,True,conda-forge/rich,rich,1735.0,,698966.0,2690.0,2690.0,https://pypi.org/project/rich,2021-03-01 22:36:52.000,0.0,685845.0,https://anaconda.org/conda-forge/rich,2021-03-02 05:10:40.399,104974.0,2.0,,, +50,sh,amoffat/sh,Python process launching.,,process-utils,https://github.com/amoffat/sh,https://github.com/amoffat/sh,MIT,2012-01-15 05:52:06.000,2021-02-10 20:27:48.000,2020-10-24 17:34:47.000,431,16.0,366.0,5624,2020-10-24 17:36:13.000,1.14.1,34.0,80,32,True,conda-forge/sh,sh,1214.0,,637174.0,11125.0,6667.0,https://pypi.org/project/sh,2020-10-24 17:36:13.000,4458.0,635480.0,https://anaconda.org/conda-forge/sh,2021-01-09 00:08:02.441,91476.0,2.0,,, +51,pydantic,samuelcolvin/pydantic,Data parsing and validation using Python type hints.,,data-validation,https://github.com/samuelcolvin/pydantic,https://github.com/samuelcolvin/pydantic,MIT,2017-05-03 21:23:58.000,2021-03-04 08:39:26.000,2021-03-03 17:03:59.000,496,233.0,1126.0,5564,2021-03-03 17:30:11.000,1.8.1,79.0,202,32,True,conda-forge/pydantic,pydantic,1013.0,,2082030.0,14111.0,13723.0,https://pypi.org/project/pydantic,2021-03-03 17:30:11.000,388.0,2064453.0,https://anaconda.org/conda-forge/pydantic,2021-03-03 23:32:16.437,457013.0,1.0,,, +52,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 20:08:03.000,2021-03-02 17:15:19.000,2021-03-02 17:15:19.000,1992,97.0,781.0,3480,2020-11-13 06:02:46.000,12.0.1,55.0,84,32,True,conda-forge/kubernetes,kubernetes,846.0,,1761803.0,10782.0,9426.0,https://pypi.org/project/kubernetes,2020-11-13 23:53:08.000,1356.0,1756101.0,https://anaconda.org/conda-forge/kubernetes,2020-08-13 20:29:20.438,205274.0,3.0,,, +53,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 02:18:43.000,2021-01-21 21:16:50.000,2020-09-24 15:39:55.000,210,95.0,130.0,3465,2020-09-24 15:50:48.000,0.11.1,24.0,69,32,True,conda-forge/toolz,toolz,1155.0,,2604614.0,41028.0,35508.0,https://pypi.org/project/toolz,2020-09-24 15:50:48.000,5520.0,2539389.0,https://anaconda.org/conda-forge/toolz,2020-09-24 19:02:07.101,3717858.0,1.0,,-1.0, +54,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 15:01:01.000,2021-03-04 09:28:28.000,2021-03-04 09:27:54.000,239,97.0,361.0,3400,2020-11-05 10:11:24.000,20.3.0,20.0,98,32,True,conda-forge/attrs,attrs,,,22436529.0,234460.0,206476.0,https://pypi.org/project/attrs,2020-11-05 10:04:47.000,27984.0,22285454.0,https://anaconda.org/conda-forge/attrs,2020-11-11 08:40:48.051,7251639.0,1.0,,, +55,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 22:01:56.000,2021-02-02 04:56:01.000,2020-12-09 13:51:24.000,457,9.0,250.0,2165,,,20.0,70,32,True,conda-forge/pycparser,pycparser,493.0,,23106908.0,209247.0,176965.0,https://pypi.org/project/pycparser,2020-03-04 14:16:37.000,32282.0,22951325.0,https://anaconda.org/conda-forge/pycparser,2020-06-27 16:30:32.956,8557093.0,2.0,,, +56,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 17:30:12.000,2021-03-03 06:32:33.000,2021-02-19 08:35:28.000,346,211.0,298.0,1725,2020-10-29 18:45:43.000,1.0.0,20.0,101,32,True,conda-forge/dateparser,dateparser,1269.0,,656720.0,6935.0,5521.0,https://pypi.org/project/dateparser,2020-10-29 18:34:21.000,1414.0,655936.0,https://anaconda.org/conda-forge/dateparser,2020-10-29 19:45:25.551,39204.0,2.0,,, +57,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 22:16:36.000,2020-11-10 08:14:46.000,2020-05-12 22:01:13.000,131,42.0,62.0,1256,2020-05-12 22:03:45.000,0.10.0,24.0,22,32,True,conda-forge/jmespath,jmespath,526.0,,31086380.0,85677.0,73287.0,https://pypi.org/project/jmespath,2020-05-12 22:03:45.000,12390.0,31018421.0,https://anaconda.org/conda-forge/jmespath,2020-05-13 11:39:21.174,3805734.0,3.0,,, +58,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 21:12:01.000,2021-01-18 22:50:24.000,2021-01-18 22:50:23.000,195,12.0,118.0,1221,2021-01-13 13:38:39.000,1.0.0,27.0,55,32,True,conda-forge/greenlet,greenlet,555.0,,2318069.0,72021.0,52241.0,https://pypi.org/project/greenlet,2021-01-13 13:38:39.000,19780.0,2308786.0,https://anaconda.org/conda-forge/greenlet,2021-01-11 01:50:52.242,427037.0,3.0,,, +59,emoji,carpedm20/emoji,emoji terminal output for Python.,,cli-helpers,https://github.com/carpedm20/emoji,https://github.com/carpedm20/emoji,BSD-3-Clause,2014-08-18 02:55:59.000,2021-03-03 04:45:08.000,2021-01-31 10:32:18.000,204,13.0,79.0,1201,2021-01-27 15:21:11.000,1.2.0,23.0,46,32,True,conda-forge/emoji,emoji,230.0,,1505745.0,17861.0,15905.0,https://pypi.org/project/emoji,2021-01-27 15:21:11.000,1956.0,1505319.0,https://anaconda.org/conda-forge/emoji,2021-01-23 17:10:27.080,10650.0,2.0,,, +60,pytz,stub42/pytz,pytz Python historical timezone library and database.,,date-time-utils,https://github.com/stub42/pytz,https://github.com/stub42/pytz,MIT,2016-05-10 07:42:31.917,2021-02-01 11:41:52.796,2021-02-01 08:03:41.000,54,16.0,21.0,149,2016-07-14 08:21:41.000,2016.6.1,101.0,15,32,True,conda-forge/pytz,pytz,586.0,,31930205.0,818013.0,663077.0,https://pypi.org/project/pytz,2021-02-01 08:07:15.000,154936.0,31698672.0,https://anaconda.org/conda-forge/pytz,2021-02-01 11:41:52.796,13428917.0,2.0,,1.0, +61,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 01:14:24.000,2021-02-23 00:27:27.000,2020-01-10 21:20:58.000,1820,431.0,1250.0,12750,2021-01-19 01:10:03.000,2.6.0,120.0,128,31,False,conda-forge/fabric,fabric,1455.0,,411179.0,292.0,,https://pypi.org/project/fabric,2021-01-19 01:10:03.000,292.0,410528.0,https://anaconda.org/conda-forge/fabric,2021-01-19 05:41:35.350,35835.0,3.0,,, +62,schedule,dbader/schedule,Python job scheduling for humans.,,infrastructure,https://github.com/dbader/schedule,https://github.com/dbader/schedule,MIT,2013-05-19 12:51:20.000,2021-03-03 22:24:07.000,2021-02-28 22:50:06.000,750,143.0,199.0,8344,2021-01-30 22:55:14.000,1.0.0,23.0,44,31,True,conda-forge/schedule,schedule,367.0,,343494.0,12399.0,10203.0,https://pypi.org/project/schedule,2021-01-30 22:55:14.000,2196.0,343178.0,https://anaconda.org/conda-forge/schedule,2021-01-31 07:31:50.141,4749.0,3.0,,, +63,supervisor,Supervisor/supervisor,Supervisor process control system for UNIX.,,process-utils,https://github.com/Supervisor/supervisor,https://github.com/Supervisor/supervisor,Repoze Public License,2010-12-08 00:48:48.000,2021-03-04 08:09:57.699,2021-02-27 01:02:38.000,1111,135.0,875.0,6698,2020-08-20 17:25:21.000,4.2.1,36.0,154,31,True,conda-forge/supervisor,supervisor,2303.0,,432232.0,9459.0,5675.0,https://pypi.org/project/supervisor,2021-02-26 20:45:53.000,3784.0,429794.0,https://anaconda.org/conda-forge/supervisor,2021-03-04 08:09:57.699,141422.0,3.0,,, +64,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 21:32:24.000,2021-03-04 07:43:21.000,2021-03-04 07:43:20.000,550,130.0,890.0,5360,2020-12-19 18:55:26.000,3.10.0,155.0,186,31,True,conda-forge/marshmallow,marshmallow,,,2962720.0,43319.0,25137.0,https://pypi.org/project/marshmallow,2020-12-19 18:55:26.000,18182.0,2953887.0,https://anaconda.org/conda-forge/marshmallow,2020-12-20 11:59:35.310,477016.0,2.0,,, +65,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-2.0,2019-04-29 11:11:36.651,2021-03-03 14:36:30.000,2021-03-03 14:36:01.000,1344,9.0,45.0,3482,2021-02-24 20:33:08.000,2.0.0-de1,33.0,52,31,True,conda-forge/google-cloud-bigtable,google-cloud-bigtable,428.0,,460932.0,1728.0,1330.0,https://pypi.org/project/google-cloud-bigtable,2021-02-09 22:23:29.000,398.0,459899.0,https://anaconda.org/conda-forge/google-cloud-bigtable,2021-02-25 20:21:02.595,23761.0,2.0,,, +66,jsonschema,Julian/jsonschema,An(other) implementation of JSON Schema for Python.,,data-validation,https://github.com/Julian/jsonschema,https://github.com/Julian/jsonschema,MIT,2011-12-30 03:37:43.000,2021-03-04 00:00:40.612,2021-03-03 17:30:25.000,442,73.0,494.0,3123,2019-11-18 12:57:08.000,3.2.0,35.0,84,31,True,conda-forge/jsonschema,jsonschema,,,12871065.0,167269.0,136209.0,https://pypi.org/project/jsonschema,2019-11-18 12:57:08.000,31060.0,12776432.0,https://anaconda.org/conda-forge/jsonschema,2021-03-04 00:00:40.612,5583387.0,1.0,,, +67,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 10:03:49.000,2021-03-01 21:31:55.000,2020-09-28 21:17:22.000,205,33.0,279.0,2415,2019-10-29 16:55:46.000,1.3.2,23.0,62,31,True,conda-forge/cerberus,cerberus,1134.0,,606421.0,10443.0,8935.0,https://pypi.org/project/cerberus,2019-10-29 16:55:46.000,1508.0,604270.0,https://anaconda.org/conda-forge/cerberus,2019-12-02 01:38:41.849,118355.0,1.0,,, +68,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 22:47:25.000,2021-03-02 19:27:11.000,2021-02-25 21:42:12.000,524,26.0,295.0,2065,2020-11-16 13:40:13.000,0.9.0,33.0,102,31,True,conda-forge/prometheus_client,prometheus_client,418.0,,9461981.0,3738.0,,https://pypi.org/project/prometheus_client,2019-06-20 13:35:09.000,3738.0,9413494.0,https://anaconda.org/conda-forge/prometheus_client,2020-11-16 16:13:46.080,2569846.0,2.0,,, +69,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 09:55:10.000,2021-02-19 23:05:05.000,2021-02-19 23:05:05.000,188,38.0,193.0,1671,2020-12-06 23:04:56.000,0.12.1,43.0,86,31,True,conda-forge/voluptuous,voluptuous,442.0,,571390.0,5289.0,3065.0,https://pypi.org/project/voluptuous,2020-12-06 23:04:56.000,2224.0,569766.0,https://anaconda.org/conda-forge/voluptuous,2020-12-30 07:03:19.353,90968.0,1.0,,, +70,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 14:11:13.000,2021-03-02 12:05:36.000,2020-11-30 05:34:37.000,105,31.0,109.0,1495,2020-09-13 07:05:39.000,0.17.3,68.0,49,31,True,conda-forge/pyrsistent,pyrsistent,606.0,,13066015.0,76622.0,73178.0,https://pypi.org/project/pyrsistent,2020-09-13 07:05:39.000,3444.0,12926738.0,https://anaconda.org/conda-forge/pyrsistent,2021-01-08 23:16:23.250,4039057.0,1.0,,-1.0, +71,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 10:22:45.000,2021-01-08 11:20:52.007,2020-03-12 09:01:48.000,177,49.0,76.0,1448,2020-03-09 02:32:04.000,1.12.1,35.0,16,31,True,conda-forge/wrapt,wrapt,501.0,,9997869.0,21338.0,,https://pypi.org/project/wrapt,2020-03-09 02:32:04.000,21338.0,9948469.0,https://anaconda.org/conda-forge/wrapt,2021-01-08 11:20:52.007,2717025.0,2.0,,, +72,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 08:24:41.000,2021-03-01 10:10:14.000,2021-02-27 01:50:24.000,190,4.0,222.0,1403,2020-12-18 08:40:31.000,1.0.2,14.0,68,31,True,conda-forge/msgpack-python,msgpack,,828.0,6026375.0,39010.0,36380.0,https://pypi.org/project/msgpack,2020-12-18 08:40:31.000,2630.0,5959820.0,https://anaconda.org/conda-forge/msgpack-python,2021-01-08 16:17:23.419,3459779.0,2.0,,, +73,pyparsing,pyparsing/pyparsing,Python library for creating PEG parsers.,,others,https://github.com/pyparsing/pyparsing,https://github.com/pyparsing/pyparsing,MIT,2016-06-12 20:32:44.411,2021-03-01 17:37:57.000,2021-01-03 22:37:00.000,165,35.0,119.0,1036,2020-04-05 22:23:00.000,pyparsing_2.4.7,50.0,30,31,True,conda-forge/pyparsing,pyparsing,683.0,5101.0,20976238.0,339100.0,280078.0,https://pypi.org/project/pyparsing,2020-12-30 22:19:54.000,59022.0,20780362.0,https://anaconda.org/conda-forge/pyparsing,2020-04-06 18:28:14.201,11155274.0,2.0,,, +74,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 04:07:00.000,2021-01-28 08:29:21.000,2021-01-28 08:29:20.000,73,39.0,49.0,694,2020-05-11 08:18:45.000,1.4.4,8.0,33,31,True,conda-forge/appdirs,appdirs,220.0,,8121145.0,122910.0,97324.0,https://pypi.org/project/appdirs,2020-05-11 07:59:49.000,25586.0,8083636.0,https://anaconda.org/conda-forge/appdirs,2020-10-19 11:55:35.692,2250583.0,2.0,,, +75,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 15:32:26.000,2021-01-10 22:46:37.621,2020-07-02 14:15:31.000,73,38.0,88.0,567,2019-11-21 20:42:34.000,0.13.1,17.0,34,31,True,conda-forge/pluggy,pluggy,482.0,,9307684.0,123284.0,104466.0,https://pypi.org/project/pluggy,2020-06-04 19:37:24.000,18818.0,9200604.0,https://anaconda.org/conda-forge/pluggy,2021-01-10 22:46:37.621,5032770.0,2.0,,, +76,decorator,micheles/decorator,Decorators for Humans.,,others,https://github.com/micheles/decorator,https://github.com/micheles/decorator,BSD-2-Clause,2013-11-24 05:55:49.000,2021-03-02 09:37:14.000,2020-12-25 06:52:05.000,69,3.0,57.0,484,2020-03-04 18:17:28.000,4.4.2,26.0,21,31,True,conda-forge/decorator,decorator,301.0,,14969139.0,237408.0,190936.0,https://pypi.org/project/decorator,2020-02-29 05:24:45.000,46472.0,14850464.0,https://anaconda.org/conda-forge/decorator,2020-02-29 21:33:11.626,6645819.0,2.0,,, +77,docopt,docopt/docopt,"Pythonic command line arguments parser, that will make you smile.",,cli-helpers,https://github.com/docopt/docopt,https://github.com/docopt/docopt,MIT,2012-04-07 17:45:14.000,2020-10-19 14:28:53.000,2018-08-27 18:02:16.000,541,250.0,171.0,7300,2014-06-16 11:18:57.000,0.6.2,11.0,31,30,False,conda-forge/docopt,docopt,447.0,,2758548.0,66201.0,44951.0,https://pypi.org/project/docopt,2014-06-16 11:18:57.000,21250.0,2744630.0,https://anaconda.org/conda-forge/docopt,2018-07-06 22:39:53.718,821207.0,2.0,,, +78,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 16:19:39.000,2021-02-08 21:34:53.000,2020-12-08 20:53:06.000,667,62.0,1099.0,3163,2020-09-17 13:45:33.000,7.3.0,32.0,121,30,True,,elasticsearch-dsl,1007.0,52.0,606521.0,5867.0,4311.0,https://pypi.org/project/elasticsearch-dsl,2020-09-17 13:41:36.000,1556.0,606513.0,,,,2.0,,-1.0, +79,confluent-kafka-python,confluentinc/confluent-kafka-python,Confluent's 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 07:40:41.000,2021-02-28 10:04:04.000,2021-02-26 15:21:51.000,578,146.0,596.0,2161,2021-02-05 08:35:00.000,1.6.0,21.0,68,30,True,,confluent-kafka,671.0,,846310.0,2435.0,2133.0,https://pypi.org/project/confluent-kafka,2021-02-05 08:06:39.000,302.0,846310.0,,,,2.0,,, +80,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 05:09:06.000,2021-02-25 09:56:01.000,2021-01-08 08:39:31.000,307,8.0,248.0,1878,2021-01-01 13:12:02.000,2.0.3,31.0,64,30,True,conda-forge/mysqlclient,mysqlclient,992.0,5170.0,1705911.0,13536.0,,https://pypi.org/project/mysqlclient,2021-01-01 13:12:02.000,13536.0,1703541.0,https://anaconda.org/conda-forge/mysqlclient,2021-01-04 18:11:27.841,65987.0,2.0,,, +81,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 21:34:44.000,2021-03-02 18:11:05.000,2021-03-02 18:11:05.000,145,,,1647,2021-02-04 00:19:45.000,2.3.1,35.0,29,30,True,conda-forge/motor,motor,1615.0,,126905.0,5625.0,3835.0,https://pypi.org/project/motor,2021-02-04 00:19:45.000,1790.0,126493.0,https://anaconda.org/conda-forge/motor,2020-11-20 20:00:39.143,11135.0,2.0,,, +82,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 19:27:16.000,2020-12-31 19:10:02.000,2020-12-31 19:10:01.000,494,137.0,367.0,1465,2020-11-11 21:23:41.000,5.3.1,54.0,134,30,True,conda-forge/influxdb,influxdb,962.0,,805046.0,6159.0,4049.0,https://pypi.org/project/influxdb,2020-11-11 21:23:41.000,2110.0,804071.0,https://anaconda.org/conda-forge/influxdb,2020-11-12 02:29:15.949,10734.0,2.0,,-1.0, +83,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 19:02:31.000,2021-03-02 18:26:49.000,2021-03-02 18:24:10.000,453,10.0,,1221,2020-06-18 14:44:49.000,3.24.0,70.0,175,30,True,conda-forge/cassandra-driver,cassandra-driver,5950.0,,438393.0,3688.0,2502.0,https://pypi.org/project/cassandra-driver,2020-06-18 14:44:49.000,1186.0,436990.0,https://anaconda.org/conda-forge/cassandra-driver,2020-10-12 14:49:43.415,65960.0,2.0,,, +84,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 16:33:00.000,2021-03-02 13:18:41.000,2021-03-02 13:18:41.000,103,49.0,132.0,900,2020-08-25 22:32:04.000,1.6.0,33.0,46,30,True,conda-forge/cloudpickle,cloudpickle,383.0,16.0,4461291.0,36995.0,32893.0,https://pypi.org/project/cloudpickle,2020-08-25 22:32:04.000,4102.0,4395829.0,https://anaconda.org/conda-forge/cloudpickle,2020-08-26 00:05:03.165,3927745.0,3.0,,, +85,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 03:59:23.000,2021-02-18 22:40:13.000,2021-02-18 22:39:39.000,139,59.0,182.0,895,2021-02-08 04:13:40.000,2.0.0,29.0,61,30,True,conda-forge/jsonpickle,jsonpickle,1163.0,,3513237.0,3348.0,,https://pypi.org/project/jsonpickle,2021-02-08 04:13:40.000,3348.0,3498393.0,https://anaconda.org/conda-forge/jsonpickle,2020-04-22 18:31:13.089,638301.0,3.0,,, +86,typing,python/typing,Work related to PEP 484: typing.py and typing_extensions.py (both released via PyPI) and issue tracker for type system..,,compatibility,https://github.com/python/typing,https://github.com/python/typing,Python-2.0,2014-09-29 16:54:42.000,2021-03-02 01:37:53.000,2021-03-02 01:37:53.000,140,123.0,436.0,877,2019-06-19 22:31:20.000,3.7.4,15.0,61,30,True,conda-forge/typing,typing,533.0,,3900879.0,36960.0,28526.0,https://pypi.org/project/typing,2020-07-13 23:19:42.000,8434.0,3889810.0,https://anaconda.org/conda-forge/typing,2020-12-18 12:29:40.192,664159.0,2.0,,, +87,py4j,bartdag/py4j,Py4J enables Python programs to dynamically access arbitrary Java objects.,,others,https://github.com/bartdag/py4j,https://github.com/bartdag/py4j,BSD-3-Clause,2010-11-02 20:58:18.000,2021-02-27 09:41:15.000,2021-02-27 09:27:40.000,155,127.0,242.0,802,2020-01-25 14:40:31.000,0.10.9,26.0,29,30,True,conda-forge/py4j,py4j,744.0,,5250969.0,6266.0,5184.0,https://pypi.org/project/py4j,2020-09-07 15:43:56.000,1082.0,5236687.0,https://anaconda.org/conda-forge/py4j,2020-06-10 17:37:08.340,785556.0,3.0,,1.0, +88,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 16:48:22.000,2021-03-01 23:05:50.000,2020-09-27 16:29:53.000,220,175.0,139.0,747,2020-07-08 08:34:58.000,0.36.8,195.0,92,30,True,conda-forge/sqlalchemy-utils,sqlalchemy-utils,1224.0,,751914.0,12777.0,9427.0,https://pypi.org/project/sqlalchemy-utils,2020-07-08 08:34:58.000,3350.0,746584.0,https://anaconda.org/conda-forge/sqlalchemy-utils,2021-02-23 01:33:25.098,287844.0,2.0,,, +89,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 14:52:32.000,2021-02-22 07:10:57.000,2021-02-21 19:23:25.000,59,9.0,113.0,224,2020-12-03 13:00:53.000,5.1.0,118.0,36,30,True,conda-forge/multidict,multidict,908.0,1489.0,22895935.0,5340.0,,https://pypi.org/project/multidict,2020-12-03 13:00:53.000,5340.0,22864761.0,https://anaconda.org/conda-forge/multidict,2021-01-11 01:59:51.390,1432833.0,2.0,,, +90,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 18:51:56.000,2020-11-01 07:26:04.000,2020-11-01 07:23:15.000,90,24.0,110.0,218,2020-07-28 14:18:17.000,1.4.0,31.0,31,30,True,conda-forge/asn1crypto,asn1crypto,724.0,,3742893.0,87607.0,74103.0,https://pypi.org/project/asn1crypto,2020-07-28 14:18:17.000,13504.0,3627345.0,https://anaconda.org/conda-forge/asn1crypto,2020-07-28 15:28:07.748,5199677.0,2.0,,, +91,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 22:30:54.000,2020-10-24 20:32:47.000,2020-03-21 18:06:04.000,78,42.0,62.0,174,2019-11-16 17:27:13.000,0.4.8,34.0,16,30,True,conda-forge/pyasn1,pyasn1,970.0,,31110505.0,139880.0,111586.0,https://pypi.org/project/pyasn1,2019-11-16 17:27:13.000,28294.0,31052502.0,https://anaconda.org/conda-forge/pyasn1,2019-11-17 02:42:05.143,3190190.0,3.0,,, +92,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 23:19:42.000,2021-02-26 14:48:24.000,2021-01-11 19:22:19.000,68,37.0,19.0,107,2021-01-11 20:43:16.000,0.3.4,22.0,19,30,True,conda-forge/s3transfer,s3transfer,450.0,,38795898.0,70480.0,62594.0,https://pypi.org/project/s3transfer,2021-01-11 20:43:16.000,7886.0,38722236.0,https://anaconda.org/conda-forge/s3transfer,2021-01-11 22:36:42.594,4125096.0,2.0,,, +93,cpython,python/cpython,The Python programming language.,,python-implementations,https://github.com/python/cpython,https://github.com/python/cpython,MIT,2017-02-10 19:23:51.000,2021-03-04 10:39:58.000,2021-03-04 09:50:25.000,17735,1440.0,,36506,2020-07-22 03:00:52.000,0.0.6,6.0,1616,29,True,,cpython,109239.0,,2466.0,,,https://pypi.org/project/cpython,2020-07-22 03:00:52.000,,2466.0,,,,1.0,,, +94,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 06:17:12.000,2021-02-23 19:44:20.000,2021-02-23 19:44:20.000,289,39.0,87.0,5394,2020-08-12 01:27:41.000,20.2.1,48.0,68,29,True,conda-forge/boltons,boltons,1480.0,19.0,374333.0,1785.0,1293.0,https://pypi.org/project/boltons,2020-08-12 01:27:41.000,492.0,367363.0,https://anaconda.org/conda-forge/boltons,2020-08-12 19:46:43.662,404308.0,2.0,,, +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 23:37:53.000,2021-02-11 15:37:00.000,2021-02-11 15:37:00.000,235,170.0,222.0,4302,2020-07-24 18:17:05.000,2.1.2,52.0,66,29,True,conda-forge/pendulum,pendulum,697.0,,1459054.0,1080.0,,https://pypi.org/project/pendulum,2020-07-24 18:16:40.000,1080.0,1452455.0,https://anaconda.org/conda-forge/pendulum,2020-11-08 21:57:25.850,296958.0,3.0,,, +96,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 20:59:09.000,2021-03-03 10:26:06.000,2021-03-03 10:26:06.000,420,12.0,351.0,3513,2021-02-13 11:49:00.000,0.8.7,42.0,63,29,True,conda-forge/transitions,transitions,864.0,,97011.0,1886.0,1534.0,https://pypi.org/project/transitions,2021-02-13 11:46:27.000,352.0,96369.0,https://anaconda.org/conda-forge/transitions,2021-02-14 15:59:06.231,13489.0,1.0,,, +97,tenacity,jd/tenacity,Retrying library for Python.,,utilities,https://github.com/jd/tenacity,https://github.com/jd/tenacity,Apache-2.0,2016-08-11 12:44:02.000,2021-03-03 19:53:49.601,2021-02-11 08:55:12.000,154,48.0,112.0,2820,2020-12-16 19:21:05.000,6.3.1,44.0,62,29,True,conda-forge/tenacity,tenacity,412.0,,2933738.0,792.0,,https://pypi.org/project/tenacity,2020-12-16 19:21:05.000,792.0,2922194.0,https://anaconda.org/conda-forge/tenacity,2021-03-03 19:53:49.601,531058.0,2.0,,1.0, +98,schema,keleshev/schema,Schema validation just got Pythonic.,,data-validation,https://github.com/keleshev/schema,https://github.com/keleshev/schema,MIT,2012-08-19 18:56:20.000,2021-02-02 10:54:48.000,2021-02-02 10:54:47.000,165,68.0,62.0,2303,2021-02-01 10:52:02.000,0.7.4,24.0,60,29,True,conda-forge/schema,schema,392.0,,273222.0,3523.0,2513.0,https://pypi.org/project/schema,2021-02-01 10:52:02.000,1010.0,272120.0,https://anaconda.org/conda-forge/schema,2021-02-01 12:15:50.832,22049.0,2.0,,, +99,pyodbc,mkleehammer/pyodbc,Python ODBC bridge.,,db-clients,https://github.com/mkleehammer/pyodbc,https://github.com/mkleehammer/pyodbc,MIT,2008-10-03 15:19:37.000,2021-02-12 18:14:29.000,2021-01-22 04:07:40.000,411,215.0,528.0,2015,2020-02-08 18:09:57.000,4.0.30,48.0,42,29,True,conda-forge/pyodbc,pyodbc,360.0,,3065913.0,3262.0,,https://pypi.org/project/pyodbc,2020-02-10 15:43:28.000,3262.0,3055924.0,https://anaconda.org/conda-forge/pyodbc,2021-01-14 14:29:57.389,429545.0,3.0,,, +100,addict,mewwts/addict,The Python Dict that's better than heroin.,,data-structures,https://github.com/mewwts/addict,https://github.com/mewwts/addict,MIT,2014-12-10 06:55:25.000,2021-01-05 07:16:39.000,2021-01-05 07:16:38.000,122,7.0,62.0,2014,2020-11-21 16:21:29.000,2.4.0,31.0,31,29,True,conda-forge/addict,addict,229.0,14.0,1566939.0,1696.0,1326.0,https://pypi.org/project/addict,2020-11-21 16:21:29.000,370.0,1563790.0,https://anaconda.org/conda-forge/addict,2020-10-11 11:33:21.339,176393.0,2.0,,, +101,python-decouple,henriquebastos/python-decouple,Strict separation of config from code.,,configuration,https://github.com/henriquebastos/python-decouple,https://github.com/henriquebastos/python-decouple,MIT,2014-02-25 04:16:08.000,2021-01-05 16:16:35.790,2021-01-05 14:37:00.000,130,16.0,48.0,1649,2021-01-05 14:38:53.000,3.4,8.0,21,29,True,conda-forge/python-decouple,python-decouple,151.0,,117326.0,39127.0,33103.0,https://pypi.org/project/python-decouple,2021-01-05 14:39:25.000,6024.0,116978.0,https://anaconda.org/conda-forge/python-decouple,2021-01-05 16:16:35.790,14630.0,2.0,,, +102,Ibis,ibis-project/ibis,"A pandas-like deferred expression system, with first-class SQL support.",,db-clients,https://github.com/ibis-project/ibis,https://github.com/ibis-project/ibis,Apache-2.0,2015-04-17 20:43:46.000,2021-03-04 13:39:18.000,2021-03-04 13:31:26.000,251,527.0,954.0,1513,2020-11-11 16:01:20.000,1.4.0,24.0,72,29,True,conda-forge/ibis-framework,ibis-framework,1366.0,,357079.0,197.0,149.0,https://pypi.org/project/ibis-framework,2020-11-11 16:01:20.000,48.0,354222.0,https://anaconda.org/conda-forge/ibis-framework,2020-11-13 03:18:14.785,168584.0,3.0,,, +103,PynamoDB,pynamodb/PynamoDB,A pythonic interface to Amazon's DynamoDB.,,db-clients,https://github.com/pynamodb/PynamoDB,https://github.com/pynamodb/PynamoDB,MIT,2014-01-20 02:18:35.000,2021-02-19 00:04:46.178,2021-02-18 22:45:10.000,346,199.0,257.0,1509,2021-02-18 22:45:27.000,5.0.3,74.0,88,29,True,conda-forge/pynamodb,pynamodb,739.0,,256958.0,906.0,670.0,https://pypi.org/project/pynamodb,2021-02-18 22:46:34.000,236.0,253252.0,https://anaconda.org/conda-forge/pynamodb,2021-02-19 00:04:46.178,70431.0,3.0,,, +104,Dynaconf,rochacbruno/dynaconf,Configuration Management for Python.,,configuration,https://github.com/rochacbruno/dynaconf,https://github.com/rochacbruno/dynaconf,MIT,2015-08-14 21:25:22.000,2021-03-04 01:11:23.000,2021-03-04 01:12:11.000,153,37.0,212.0,1467,2021-03-04 01:13:39.000,3.1.3,71.0,60,29,True,conda-forge/dynaconf,dynaconf,519.0,,87496.0,1074.0,982.0,https://pypi.org/project/dynaconf,2021-03-01 21:38:22.000,92.0,87446.0,https://anaconda.org/conda-forge/dynaconf,2020-10-29 15:25:37.883,252.0,2.0,,, +105,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 20:28:14.000,2021-02-27 22:58:20.000,2020-10-27 17:37:34.000,101,39.0,27.0,1457,2020-10-27 17:36:43.000,0.6.0,9.0,18,29,True,conda-forge/aiofiles,aiofiles,109.0,,10304273.0,15380.0,13820.0,https://pypi.org/project/aiofiles,2020-10-27 17:36:43.000,1560.0,10300525.0,https://anaconda.org/conda-forge/aiofiles,2020-10-28 12:43:19.642,153699.0,2.0,,, +106,dill,uqfoundation/dill,serialize all of python.,,serialization,https://github.com/uqfoundation/dill,https://github.com/uqfoundation/dill,BSD-3-Clause,2013-06-28 16:42:27.000,2021-02-26 17:02:59.000,2021-02-26 17:02:38.000,116,134.0,202.0,1332,2020-11-02 00:16:47.000,dill-0.3.3,21.0,27,29,True,conda-forge/dill,dill,825.0,230618.0,3134805.0,4968.0,,https://pypi.org/project/dill,2020-11-02 00:12:59.000,4968.0,3113630.0,https://anaconda.org/conda-forge/dill,2020-11-02 10:29:29.900,1059317.0,3.0,,, +107,humanize,jmoiron/humanize,python humanize functions.,,text,https://github.com/jmoiron/humanize,https://github.com/jmoiron/humanize,MIT,2011-10-07 23:44:01.000,2021-02-16 22:13:57.000,2020-12-12 17:10:37.000,138,23.0,43.0,1331,2020-12-12 17:34:26.000,3.2.0,20.0,42,29,True,conda-forge/humanize,humanize,377.0,,929737.0,2904.0,,https://pypi.org/project/humanize,2020-12-12 17:33:19.000,2904.0,927270.0,https://anaconda.org/conda-forge/humanize,2020-12-12 18:31:59.345,140668.0,2.0,,, +108,pygsheets,nithinmurali/pygsheets,Google Sheets Python API v4.,,db-clients,https://github.com/nithinmurali/pygsheets,https://github.com/nithinmurali/pygsheets,MIT,2016-06-06 17:20:44.000,2021-02-13 14:06:58.000,2021-02-13 14:06:48.000,173,26.0,298.0,1112,2021-02-05 22:34:35.000,2.0.5,17.0,70,29,True,,pygsheets,1006.0,,1517911.0,702.0,598.0,https://pypi.org/project/pygsheets,2021-02-05 22:34:35.000,104.0,1517911.0,,,,3.0,,, +109,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 15:37:34.000,2021-02-09 18:52:33.000,2021-02-09 18:52:32.000,99,36.0,145.0,937,2020-11-24 04:10:47.000,1.12.2,99.0,53,29,True,conda-forge/argcomplete,argcomplete,596.0,128.0,1705520.0,11691.0,8867.0,https://pypi.org/project/argcomplete,2020-11-24 04:10:47.000,2824.0,1702027.0,https://anaconda.org/conda-forge/argcomplete,2020-11-24 07:29:57.001,171075.0,3.0,,, +110,cachetools,tkem/cachetools,Extensible memoizing collections and decorators.,,caching,https://github.com/tkem/cachetools,https://github.com/tkem/cachetools,MIT,2014-03-22 10:15:14.000,2021-01-25 06:25:33.809,2021-01-24 20:35:22.000,100,11.0,164.0,906,2021-01-24 22:40:11.000,4.2.1,36.0,5,29,True,conda-forge/cachetools,cachetools,201.0,,14946537.0,4436.0,,https://pypi.org/project/cachetools,2021-01-24 22:40:11.000,4436.0,14906471.0,https://anaconda.org/conda-forge/cachetools,2021-01-25 06:25:33.809,2123529.0,1.0,,, +111,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,2014-08-24 15:17:18.000,2021-03-04 09:24:07.000,2021-02-04 00:32:43.000,233,24.0,172.0,531,2021-02-03 21:39:21.000,0.10.5,31.0,132,29,True,conda-forge/holidays,holidays,725.0,147.0,957529.0,3110.0,2552.0,https://pypi.org/project/holidays,2021-02-04 00:35:10.000,558.0,938902.0,https://anaconda.org/conda-forge/holidays,2021-02-05 18:10:04.336,484292.0,3.0,,, +112,validators,kvesteri/validators,Python Data Validation for Humans.,,data-validation,https://github.com/kvesteri/validators,https://github.com/kvesteri/validators,MIT,2013-10-17 08:16:32.000,2021-03-01 07:13:05.000,2021-03-01 07:13:05.000,86,84.0,32.0,459,2020-12-18 10:27:27.000,0.18.2,36.0,38,29,True,conda-forge/validators,validators,223.0,,604642.0,13446.0,11560.0,https://pypi.org/project/validators,2020-12-18 10:27:27.000,1886.0,603922.0,https://anaconda.org/conda-forge/validators,2020-12-18 12:58:27.348,11522.0,2.0,,, +113,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 12:53:34.000,2021-02-24 13:22:02.000,2021-02-24 13:21:58.000,63,17.0,80.0,303,2021-02-15 20:45:56.000,4.7.1,32.0,33,29,True,conda-forge/rsa,rsa,,,33200464.0,12666.0,,https://pypi.org/project/rsa,2021-02-15 20:45:56.000,12666.0,33147693.0,https://anaconda.org/conda-forge/rsa,2021-02-24 12:57:19.266,2955179.0,3.0,,, +114,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 02:30:17.000,2021-02-26 23:52:05.000,2020-10-14 22:37:57.000,59,68.0,70.0,250,2016-08-26 14:28:03.000,5.0.6,16.0,22,29,True,conda-forge/configobj,configobj,309.0,,692707.0,18600.0,12426.0,https://pypi.org/project/configobj,2014-08-26 01:16:32.000,6174.0,685915.0,https://anaconda.org/conda-forge/configobj,2018-07-29 15:42:19.501,217358.0,2.0,,, +115,pandas-gbq,pydata/pandas-gbq,Pandas Google BigQuery.,,db-clients,https://github.com/pydata/pandas-gbq,https://github.com/pydata/pandas-gbq,BSD-3-Clause,2017-02-08 13:07:19.000,2021-01-19 17:29:27.000,2021-01-19 17:29:26.000,85,31.0,158.0,242,2020-11-10 17:16:31.000,0.14.1,26.0,29,29,True,conda-forge/pandas-gbq,pandas-gbq,219.0,192.0,5202789.0,2356.0,1924.0,https://pypi.org/project/pandas-gbq,2020-11-10 17:13:26.000,432.0,5188961.0,https://anaconda.org/conda-forge/pandas-gbq,2020-11-11 15:55:18.257,663505.0,3.0,,, +116,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 09:57:11.000,2020-09-24 16:45:20.691,2020-07-14 14:20:26.000,35,8.0,19.0,198,2020-06-23 16:10:28.000,0.2.5,17.0,11,29,True,conda-forge/wcwidth,wcwidth,219.0,,6522216.0,193222.0,167888.0,https://pypi.org/project/wcwidth,2020-06-23 16:10:28.000,25334.0,6433815.0,https://anaconda.org/conda-forge/wcwidth,2020-09-24 16:45:20.691,5569282.0,3.0,,, +117,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 22:13:14.000,2021-03-03 04:56:08.000,2021-01-29 05:53:24.000,29,19.0,16.0,169,2018-02-16 15:00:15.000,1.5.0,9.0,13,29,True,conda-forge/send2trash,send2trash,104.0,,6235578.0,77658.0,72618.0,https://pypi.org/project/send2trash,2020-06-19 03:10:00.000,5040.0,6170401.0,https://anaconda.org/conda-forge/send2trash,2018-02-18 14:32:15.731,2476762.0,3.0,,1.0, +118,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 14:57:55.000,2021-02-08 10:39:48.000,2021-02-08 10:37:18.000,266,9.0,240.0,3989,2021-02-08 10:39:48.000,1.4.5,50.0,71,28,True,,dataset,667.0,,31341.0,2854.0,1826.0,https://pypi.org/project/dataset,2021-02-08 10:39:48.000,1028.0,31341.0,,,,3.0,,, +119,clint,kennethreitz-archive/clint,Python Command-line Application Tools.,,cli-helpers,https://github.com/kennethreitz-archive/clint,https://github.com/kennethreitz-archive/clint,ISC,2010-10-12 02:40:00.000,2020-12-02 15:03:23.000,2017-09-02 04:38:47.000,226,32.0,41.0,2480,2015-08-25 16:13:43.000,0.5.1,17.0,64,28,False,conda-forge/clint,clint,372.0,93.0,168233.0,5206.0,2964.0,https://pypi.org/project/clint,2015-08-25 16:11:19.000,2242.0,167630.0,https://anaconda.org/conda-forge/clint,2018-07-09 09:37:09.782,34953.0,3.0,,, +120,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 02:25:29.000,2020-11-27 08:10:29.000,2018-12-22 02:33:48.000,274,95.0,227.0,2398,2018-06-25 23:56:09.000,2.1.0,23.0,107,28,False,conda-forge/schematics,schematics,1381.0,,178221.0,1518.0,906.0,https://pypi.org/project/schematics,2018-06-25 23:56:09.000,612.0,177622.0,https://anaconda.org/conda-forge/schematics,2019-07-17 17:13:38.920,11984.0,3.0,,, +121,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 17:44:20.000,2020-11-09 00:03:50.000,2020-11-09 00:00:08.000,136,19.0,115.0,2080,2020-11-09 00:03:50.000,2.3.0,39.0,19,28,True,,sortedcontainers,610.0,,10633958.0,3220.0,,https://pypi.org/project/sortedcontainers,2020-11-09 00:03:50.000,3220.0,10633958.0,,,,3.0,,, +122,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 10:09:09.000,2021-01-19 15:47:53.000,2020-10-20 23:43:16.000,93,30.0,53.0,1182,2018-01-03 17:03:36.000,1.6.1,10.0,16,28,True,conda-forge/blessings,blessings,177.0,,835607.0,7275.0,4799.0,https://pypi.org/project/blessings,2018-06-21 14:00:07.000,2476.0,834017.0,https://anaconda.org/conda-forge/blessings,2021-01-08 16:13:56.643,73148.0,3.0,,, +123,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 14:08:50.000,2021-03-03 16:40:19.000,2021-02-16 15:51:34.000,152,61.0,223.0,1098,2021-02-16 15:53:49.000,0.47.7,203.0,72,28,True,,pypika,950.0,,280493.0,625.0,587.0,https://pypi.org/project/pypika,2021-02-16 15:53:49.000,38.0,280493.0,,,,3.0,,1.0, +124,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 01:44:50.000,2020-07-01 03:20:07.226,2020-06-30 03:22:04.000,80,2.0,46.0,1000,2020-06-30 03:34:52.000,4.0.1,34.0,27,28,True,conda-forge/python-slugify,python-slugify,204.0,,1123989.0,19068.0,14744.0,https://pypi.org/project/python-slugify,2020-06-30 03:34:52.000,4324.0,1119700.0,https://anaconda.org/conda-forge/python-slugify,2020-07-01 03:20:07.226,231611.0,3.0,,, +125,deepdiff,seperman/deepdiff,Deep Difference and search of any Python object/data.,,inspect,https://github.com/seperman/deepdiff,https://github.com/seperman/deepdiff,MIT,2014-09-26 03:21:47.000,2021-02-16 22:36:49.325,2021-02-16 20:18:34.000,127,24.0,112.0,980,2021-02-16 20:47:54.000,5.2.3,58.0,50,28,True,conda-forge/deepdiff,deepdiff,779.0,,1321025.0,2607.0,1791.0,https://pypi.org/project/deepdiff,2021-02-16 20:02:40.000,816.0,1320122.0,https://anaconda.org/conda-forge/deepdiff,2021-02-16 22:36:49.325,37063.0,1.0,,, +126,py2neo,technige/py2neo,Py2neo is a comprehensive toolkit for working with Neo4j from within Python applications or from the command line.,,db-clients,https://github.com/technige/py2neo,https://github.com/technige/py2neo,Apache-2.0,2011-07-03 10:01:07.000,2021-03-03 09:05:02.000,2021-03-02 16:04:38.000,205,18.0,700.0,973,2021-02-22 00:21:12.000,2021.0.1,104.0,33,28,True,conda-forge/py2neo,py2neo,2775.0,,32123.0,1114.0,,https://pypi.org/project/py2neo,2021-02-22 00:21:36.000,1114.0,31394.0,https://anaconda.org/conda-forge/py2neo,2019-03-17 09:26:49.366,32843.0,3.0,,, +127,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 06:41:34.000,2021-02-03 16:31:27.000,2020-12-26 12:24:07.000,277,25.0,219.0,929,2020-09-25 23:10:37.000,2.1.0,16.0,67,28,True,,redis-py-cluster,721.0,2527.0,725641.0,1106.0,812.0,https://pypi.org/project/redis-py-cluster,2020-09-25 23:07:19.000,294.0,725608.0,,,,3.0,,, +128,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 02:58:47.000,2021-01-25 13:13:56.288,2021-01-25 05:18:17.000,28,,64.0,444,2021-01-25 05:20:12.000,7.1.1,50.0,15,28,True,conda-forge/natsort,natsort,872.0,,1061360.0,5941.0,4725.0,https://pypi.org/project/natsort,2021-01-25 05:20:12.000,1216.0,1055456.0,https://anaconda.org/conda-forge/natsort,2021-01-25 13:13:56.288,283393.0,3.0,,, +129,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 03:51:15.000,2021-03-04 04:43:31.000,2021-03-01 22:48:52.000,176,1.0,387.0,396,2021-02-12 17:54:11.000,7.0.2,86.0,90,28,True,conda-forge/minio,minio,1022.0,,124627.0,1671.0,1327.0,https://pypi.org/project/minio,2021-02-12 05:45:37.000,344.0,123681.0,https://anaconda.org/conda-forge/minio,2021-02-12 07:03:40.477,19886.0,3.0,,, +130,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 03:21:56.000,2021-02-03 16:01:02.270,2021-02-01 07:03:21.000,22,2.0,16.0,189,2021-02-01 07:22:43.000,2.4.0,30.0,10,28,True,conda-forge/srsly,srsly,246.0,,706344.0,9218.0,8810.0,https://pypi.org/project/srsly,2021-02-01 07:22:43.000,408.0,691422.0,https://anaconda.org/conda-forge/srsly,2021-02-03 16:01:02.270,373074.0,3.0,,, +131,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 16:52:41.000,2021-02-15 08:25:22.000,2021-02-15 08:25:22.000,51,15.0,16.0,122,2020-12-28 15:17:57.000,0.7.0,10.0,12,28,True,conda-forge/ptyprocess,ptyprocess,130.0,,9558725.0,25422.0,,https://pypi.org/project/ptyprocess,2020-12-28 15:15:28.000,25422.0,9491215.0,https://anaconda.org/conda-forge/ptyprocess,2020-12-31 12:57:25.227,3983095.0,3.0,,, +132,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 22:32:08.000,2021-03-03 16:55:51.000,2021-02-06 14:22:14.000,3827,148.0,86.0,18819,2020-10-04 14:44:02.000,0.1.4,5.0,163,27,True,,algorithms,908.0,,614.0,60.0,46.0,https://pypi.org/project/algorithms,2020-10-04 14:44:02.000,14.0,614.0,,,,3.0,,, +133,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 21:06:05.000,2021-01-20 15:25:39.372,2020-12-20 01:39:17.000,662,70.0,372.0,11136,2020-12-20 01:40:37.000,1.0.8,54.0,99,27,True,conda-forge/gooey,gooey,730.0,47.0,2209.0,404.0,340.0,https://pypi.org/project/gooey,2020-05-08 03:35:06.000,64.0,1157.0,https://anaconda.org/conda-forge/gooey,2021-01-20 15:25:39.372,23107.0,2.0,,, +134,Records,kennethreitz42/records,SQL for Humans.,,db-clients,https://github.com/kennethreitz42/records,https://github.com/kennethreitz42/records,ISC,2014-12-24 15:20:23.000,2020-12-22 07:29:21.000,2020-12-22 07:29:21.000,539,56.0,81.0,6538,2019-02-21 13:34:41.000,0.5.3,10.0,37,27,True,conda-forge/records,records,325.0,,111977.0,1032.0,732.0,https://pypi.org/project/records,2019-02-21 13:34:41.000,300.0,111615.0,https://anaconda.org/conda-forge/records,2018-01-15 04:48:02.550,17023.0,3.0,,, +135,PySimpleGUI,PySimpleGUI/PySimpleGUI,PySimpleGUI is a Python package that enables Python programmers of all levels to create GUIs.,,gui-dev,https://github.com/PySimpleGUI/PySimpleGUI,https://github.com/PySimpleGUI/PySimpleGUI,LGPL-3.0,2018-07-11 18:28:58.000,2021-03-03 21:10:53.000,2021-03-03 21:10:53.000,934,666.0,1340.0,5688,2021-01-18 19:54:01.000,4.34.0,140.0,18,27,True,conda-forge/pysimplegui,pysimplegui,4626.0,,23539.0,2003.0,1921.0,https://pypi.org/project/pysimplegui,2021-01-18 19:54:01.000,82.0,22288.0,https://anaconda.org/conda-forge/pysimplegui,2021-01-19 14:26:54.146,23771.0,2.0,,, +136,Eel,ChrisKnott/Eel,A little Python library for making simple Electron-like HTML/JS GUI apps.,,gui-dev,https://github.com/ChrisKnott/Eel,https://github.com/ChrisKnott/Eel,MIT,2017-12-27 21:37:12.000,2021-02-26 14:24:47.000,2020-08-17 17:56:57.000,401,98.0,265.0,4206,2020-08-17 18:18:21.000,0.14.0,36.0,36,27,True,,eel,255.0,,15625.0,1566.0,1496.0,https://pypi.org/project/eel,2020-08-17 18:18:21.000,70.0,15625.0,,,,2.0,,, +137,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 22:55:07.000,2021-02-09 09:23:11.000,2021-02-09 09:23:10.000,262,233.0,150.0,2275,2020-03-23 21:47:05.000,0.13.5,35.0,29,27,True,,keyboard,747.0,,57621.0,3114.0,2830.0,https://pypi.org/project/keyboard,2020-03-23 21:47:05.000,284.0,57621.0,,,,3.0,,, +138,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 10:55:25.000,2021-02-04 12:38:43.000,2020-12-10 06:34:11.000,137,92.0,91.0,2030,2020-11-16 20:54:58.000,0.4.1,29.0,28,27,True,conda-forge/databases,databases,268.0,,42079.0,1609.0,1549.0,https://pypi.org/project/databases,2020-11-16 20:54:58.000,60.0,38731.0,https://anaconda.org/conda-forge/databases,2020-11-21 20:34:38.553,83715.0,3.0,,, +139,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 23:43:14.000,2021-03-04 14:03:03.000,2021-02-24 14:40:23.000,67,15.0,130.0,1815,2021-02-24 14:47:20.000,3.5.0,64.0,9,27,True,conda-forge/orjson,orjson,396.0,,348246.0,1537.0,1509.0,https://pypi.org/project/orjson,2021-02-24 14:45:42.000,28.0,341408.0,https://anaconda.org/conda-forge/orjson,2021-02-24 18:56:23.603,75221.0,3.0,,, +140,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 09:00:14.000,2021-03-03 13:06:36.000,2021-02-26 22:42:02.000,880,33.0,70.0,1737,2021-01-25 22:11:48.000,3.3.1,63.0,420,27,True,,apache-libcloud,,,44083.0,3203.0,1661.0,https://pypi.org/project/apache-libcloud,2021-01-25 22:11:48.000,1542.0,44083.0,,,,3.0,,, +141,pyfilesystem2,pyfilesystem/pyfilesystem2,Python's Filesystem abstraction layer.,,file-path-utils,https://github.com/PyFilesystem/pyfilesystem2,https://github.com/PyFilesystem/pyfilesystem2,MIT,2016-10-14 15:05:27.000,2021-02-05 15:17:34.000,2021-02-05 15:17:25.000,126,53.0,228.0,1244,2021-01-14 14:53:22.000,2.4.12,82.0,39,27,True,,fs,564.0,,109028.0,796.0,,https://pypi.org/project/fs,2021-01-14 14:52:40.000,796.0,109028.0,,,,2.0,,, +142,sshtunnel,pahaz/sshtunnel,SSH tunnels to remote server.,,infrastructure,https://github.com/pahaz/sshtunnel,https://github.com/pahaz/sshtunnel,MIT,2014-06-11 21:14:05.000,2021-02-05 10:28:00.000,2021-01-11 13:12:20.000,132,20.0,132.0,789,2021-01-11 13:28:44.000,0.4.0,28.0,23,27,True,conda-forge/sshtunnel,sshtunnel,381.0,,355437.0,2335.0,2073.0,https://pypi.org/project/sshtunnel,2021-01-11 13:26:29.000,262.0,354256.0,https://anaconda.org/conda-forge/sshtunnel,2020-11-16 08:46:37.270,63807.0,3.0,,, +143,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 02:03:55.000,2021-02-18 16:21:48.000,2021-02-18 16:21:48.000,99,,83.0,717,2020-08-16 17:22:44.000,3.2.0,16.0,28,27,True,conda-forge/bcrypt,bcrypt,,,7392478.0,14850.0,,https://pypi.org/project/bcrypt,2020-08-16 17:22:44.000,14850.0,7370121.0,https://anaconda.org/conda-forge/bcrypt,2021-01-14 15:59:50.547,626003.0,3.0,,, +144,keyring,jaraco/keyring,Store and access your passwords safely.,,cryptography,https://github.com/jaraco/keyring,https://github.com/jaraco/keyring,MIT,2015-02-24 14:10:21.000,2021-03-01 14:01:05.000,2021-03-01 14:00:51.000,95,18.0,366.0,642,2021-02-27 17:41:35.000,22.3.0,161.0,92,27,True,conda-forge/keyring,keyring,,,2035367.0,5932.0,,https://pypi.org/project/keyring,2021-02-27 17:41:21.000,5932.0,2020084.0,https://anaconda.org/conda-forge/keyring,2021-02-27 21:58:41.619,886418.0,3.0,,, +145,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 17:54:08.000,2021-02-12 06:44:35.000,2021-01-23 15:55:22.000,298,21.0,117.0,581,2020-04-17 20:27:24.000,3.9.0,34.0,61,27,True,conda-forge/pysolr,pysolr,465.0,,52894.0,4721.0,2223.0,https://pypi.org/project/pysolr,2020-04-17 20:16:24.000,2498.0,52602.0,https://anaconda.org/conda-forge/pysolr,2020-04-28 01:47:13.562,14330.0,3.0,,, +146,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 08:14:57.000,2021-02-27 07:55:21.000,2021-02-27 07:55:17.000,59,11.0,80.0,470,2019-03-09 18:00:51.000,1.10.0,16.0,20,27,True,conda-forge/scandir,scandir,448.0,,1776943.0,15864.0,11716.0,https://pypi.org/project/scandir,2019-03-09 17:58:19.000,4148.0,1757680.0,https://anaconda.org/conda-forge/scandir,2021-01-12 06:08:03.159,1078771.0,2.0,,, +147,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 17:48:39.000,2021-02-12 10:58:22.000,2020-10-08 07:45:29.000,129,58.0,51.0,466,2019-08-26 22:02:52.000,1.11.0,58.0,85,27,True,conda-forge/beaker,beaker,799.0,,103434.0,5286.0,2672.0,https://pypi.org/project/beaker,2019-08-26 22:02:01.000,2614.0,102440.0,https://anaconda.org/conda-forge/beaker,2019-08-27 07:08:58.966,47712.0,3.0,,, +148,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 00:27:02.000,2021-03-04 01:33:03.000,2021-03-04 01:33:03.000,83,54.0,101.0,466,2021-02-14 23:17:12.000,1.3,20.0,43,27,True,conda-forge/configargparse,configargparse,273.0,,432324.0,7063.0,4717.0,https://pypi.org/project/configargparse,2021-02-14 23:17:38.000,2346.0,429193.0,https://anaconda.org/conda-forge/configargparse,2021-02-15 02:01:02.938,172244.0,3.0,,, +149,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 21:20:50.000,2021-01-22 10:01:55.000,2021-01-22 10:01:54.000,64,5.0,27.0,456,2019-10-30 09:56:06.000,2.5.0,13.0,24,27,True,conda-forge/munch,munch,156.0,,747865.0,1134.0,,https://pypi.org/project/munch,2020-03-09 16:20:42.000,1134.0,732235.0,https://anaconda.org/conda-forge/munch,2019-10-30 13:10:23.404,937802.0,3.0,,, +150,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 19:51:02.000,2021-01-22 14:31:36.000,2021-01-22 14:31:35.000,114,27.0,163.0,441,2019-08-15 12:04:18.000,1.6.1,42.0,48,27,True,conda-forge/pylibmc,pylibmc,585.0,,67228.0,7973.0,3291.0,https://pypi.org/project/pylibmc,2019-08-15 12:04:18.000,4682.0,64550.0,https://anaconda.org/conda-forge/pylibmc,2021-01-09 19:26:29.080,149985.0,3.0,,, +151,s3fs,dask/s3fs,S3 Filesystem.,,db-clients,https://github.com/dask/s3fs,https://github.com/dask/s3fs,BSD-3-Clause,2016-03-16 00:19:32.000,2021-03-02 19:22:20.000,2021-03-02 19:22:20.000,136,52.0,179.0,387,2020-12-15 16:46:38.000,0.5.2,30.0,63,27,True,conda-forge/s3fs,s3fs,,,6619587.0,3215.0,2767.0,https://pypi.org/project/s3fs,2020-12-15 16:46:38.000,448.0,6594206.0,https://anaconda.org/conda-forge/s3fs,2020-12-15 18:58:02.251,1472118.0,3.0,,, +152,filelock,benediktschmitt/py-filelock,A platform independent file lock for Python.,,file-path-utils,https://github.com/benediktschmitt/py-filelock,https://github.com/benediktschmitt/py-filelock,Unlicense,2014-02-23 00:29:27.000,2020-12-07 12:29:05.000,2019-05-18 18:08:14.000,48,22.0,37.0,287,2019-05-18 18:07:01.000,3.0.12,30.0,11,27,False,conda-forge/filelock,filelock,112.0,,7141831.0,54019.0,50503.0,https://pypi.org/project/filelock,2019-05-18 18:07:01.000,3516.0,7090512.0,https://anaconda.org/conda-forge/filelock,2020-05-20 17:12:04.009,2925233.0,2.0,,, +153,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 23:36:07.000,2020-03-18 16:57:48.065,2020-01-09 23:00:40.000,46,7.0,62.0,214,2019-07-15 09:33:00.000,3.3.0,23.0,18,27,False,conda-forge/futures,futures,126.0,,10043900.0,40748.0,25866.0,https://pypi.org/project/futures,2019-07-15 09:33:00.000,14882.0,10023297.0,https://anaconda.org/conda-forge/futures,2020-03-18 16:57:48.065,1133219.0,3.0,,, +154,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 12:34:21.000,2020-12-02 19:34:18.000,2020-09-30 10:49:58.000,45,5.0,49.0,128,2019-07-23 15:12:22.000,2.0.0,24.0,21,27,True,conda-forge/tzlocal,tzlocal,203.0,,11984275.0,6016.0,,https://pypi.org/project/tzlocal,2020-09-21 15:44:18.000,6016.0,11976126.0,https://anaconda.org/conda-forge/tzlocal,2020-05-08 12:02:04.590,464518.0,3.0,,, +155,tink,google/tink,"Tink is a multi-language, cross-platform, open source library that provides cryptographic APIs that are secure, easy..",,cryptography,https://github.com/google/tink,https://github.com/google/tink,Apache-2.0,2014-06-06 16:21:09.000,2021-03-04 11:53:47.000,2021-03-02 17:33:08.000,920,70.0,252.0,11125,2020-10-16 02:54:17.000,1.5.0,18.0,84,26,True,,tink,3287.0,832.0,8956.0,3.0,3.0,https://pypi.org/project/tink,2020-10-15 01:41:53.000,,8937.0,,,,3.0,,, +156,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 17:12:57.000,2021-03-04 13:42:58.000,2021-03-04 13:42:55.000,210,84.0,297.0,4592,2021-03-03 16:32:19.000,0.6.230,126.0,23,26,True,,dearpygui,1664.0,,4111.0,71.0,71.0,https://pypi.org/project/dearpygui,2021-03-03 14:49:37.000,0.0,4111.0,,,,3.0,,, +157,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 20:18:41.000,2021-02-15 01:44:42.000,2021-01-30 13:06:06.000,198,23.0,214.0,2596,2020-11-15 15:06:20.000,1.12.0,21.0,31,26,True,conda-forge/asciimatics,asciimatics,967.0,,5302.0,548.0,432.0,https://pypi.org/project/asciimatics,2020-11-15 15:06:20.000,116.0,3752.0,https://anaconda.org/conda-forge/asciimatics,2021-01-12 03:15:28.127,54266.0,3.0,,, +158,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 00:44:57.000,2020-09-26 18:07:31.665,2020-09-26 08:43:19.000,117,4.0,57.0,2477,2018-06-30 04:16:20.000,1.10.3,47.0,24,26,True,conda-forge/funcy,funcy,914.0,,177326.0,3483.0,2621.0,https://pypi.org/project/funcy,2020-09-26 12:02:17.000,862.0,175235.0,https://anaconda.org/conda-forge/funcy,2020-09-26 18:07:31.665,104550.0,3.0,,, +159,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 06:13:26.000,2020-05-06 14:04:51.000,2016-06-07 04:02:12.000,139,46.0,12.0,1654,2014-12-15 01:15:08.000,1.3.3,11.0,15,26,False,conda-forge/retrying,retrying,95.0,,3406360.0,3490.0,,https://pypi.org/project/retrying,2014-12-15 01:15:08.000,3490.0,3396186.0,https://anaconda.org/conda-forge/retrying,2018-07-16 11:28:10.934,549441.0,3.0,,, +160,cx-Oracle,oracle/python-cx_Oracle,Python interface to Oracle Database conforming to the Python DB API 2.0 specification.,,db-clients,https://github.com/oracle/python-cx_Oracle,https://github.com/oracle/python-cx_Oracle,BSD-3-Clause,2017-03-07 04:03:36.000,2021-03-03 18:30:59.000,2021-03-03 18:30:10.000,260,40.0,485.0,711,2020-12-08 21:31:48.000,8.1.0,32.0,16,26,True,,cx-Oracle,1092.0,,743505.0,144.0,,https://pypi.org/project/cx-Oracle,2020-12-08 21:31:48.000,144.0,743505.0,,,,3.0,,, +161,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 04:02:42.000,2021-01-12 12:18:51.408,2020-12-13 09:54:09.000,34,8.0,86.0,415,2020-11-16 12:53:09.000,0.9.4,48.0,17,26,True,conda-forge/python-rapidjson,python-rapidjson,601.0,,209350.0,1295.0,1003.0,https://pypi.org/project/python-rapidjson,2020-12-13 10:07:07.000,292.0,201751.0,https://anaconda.org/conda-forge/python-rapidjson,2021-01-12 12:18:51.408,379994.0,3.0,,, +162,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 13:02:51.000,2021-01-16 21:26:48.000,2021-01-16 21:26:28.000,75,5.0,61.0,392,2018-12-21 10:20:02.000,0.5.1,21.0,22,26,True,,pyscreenshot,567.0,,83614.0,1471.0,1047.0,https://pypi.org/project/pyscreenshot,2020-12-27 14:52:35.000,424.0,83614.0,,,,3.0,,, +163,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 11:51:08.000,2021-02-23 10:50:51.000,2021-02-16 09:29:07.000,40,114.0,141.0,201,2021-01-06 18:56:22.000,1.10.1,27.0,27,26,True,conda-forge/param,param,611.0,,59226.0,1505.0,1369.0,https://pypi.org/project/param,2021-01-06 18:56:22.000,136.0,53866.0,https://anaconda.org/conda-forge/param,2021-01-08 16:15:48.891,251933.0,3.0,,, +164,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 23:32:06.000,2021-03-04 08:52:53.000,2018-08-02 23:45:26.000,36,20.0,11.0,92,2017-10-13 09:25:14.000,0.6.0,15.0,16,26,False,conda-forge/isodate,isodate,144.0,,12759499.0,14436.0,10782.0,https://pypi.org/project/isodate,2017-10-13 09:25:14.000,3654.0,12746653.0,https://anaconda.org/conda-forge/isodate,2018-08-04 23:15:08.700,770791.0,3.0,,, +165,pathlib2,mcmtroffaes/pathlib2,"Backport of pathlib aiming to support the full stdlib Python API. As of January 1 2020, this repository will no longer..",,compatibility,https://github.com/mcmtroffaes/pathlib2,https://github.com/mcmtroffaes/pathlib2,MIT,2014-10-18 08:28:33.000,2021-01-08 20:23:59.223,2020-01-07 11:01:48.000,17,,29.0,63,2019-09-27 07:33:53.000,2.3.5,11.0,11,26,False,conda-forge/pathlib2,pathlib2,394.0,,2473166.0,42295.0,34473.0,https://pypi.org/project/pathlib2,2019-09-27 07:33:53.000,7822.0,2443139.0,https://anaconda.org/conda-forge/pathlib2,2021-01-08 20:23:59.223,1681543.0,3.0,,, +166,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,MIT,2013-12-20 11:47:07.000,2021-03-03 21:29:35.000,2021-03-02 01:14:54.000,3960,1242.0,2515.0,12140,2021-02-03 23:51:07.000,1.14,8.0,380,25,True,,,12068.0,14609.0,339.0,,,,,,,,,,2.0,,, +167,toga,beeware/toga,"A Python native, OS native GUI toolkit.",,gui-dev,https://github.com/beeware/toga,https://github.com/beeware/toga,BSD-3-Clause,2014-08-01 21:44:10.000,2021-03-03 14:44:15.000,2021-02-25 03:44:26.000,478,138.0,350.0,2618,2017-08-14 18:29:09.000,0.2.15,46.0,185,25,True,,toga,4087.0,,533.0,44.0,,https://pypi.org/project/toga,2021-01-03 01:46:03.000,44.0,533.0,,,,3.0,,, +168,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 08:38:00.000,2021-03-01 10:48:16.000,2021-03-01 10:48:16.000,238,75.0,332.0,2565,2020-09-07 13:31:44.000,0.8.1,14.0,37,25,True,conda-forge/flexx,flexx,1922.0,,1918.0,117.0,81.0,https://pypi.org/project/flexx,2020-09-07 13:31:44.000,36.0,590.0,https://anaconda.org/conda-forge/flexx,2020-09-07 14:44:59.757,74406.0,3.0,,, +169,Pony,ponyorm/pony,Pony Object Relational Mapper.,,db-clients,https://github.com/ponyorm/pony,https://github.com/ponyorm/pony,Apache-2.0,2013-02-08 04:56:00.000,2021-02-28 21:38:09.000,2021-02-28 21:36:46.000,201,252.0,301.0,2504,2020-11-23 19:13:28.000,0.7.14,44.0,20,25,True,conda-forge/pony,pony,,,17565.0,2303.0,1765.0,https://pypi.org/project/pony,2020-11-23 18:56:34.000,538.0,16634.0,https://anaconda.org/conda-forge/pony,2020-11-23 21:18:14.049,46564.0,3.0,,, +170,mongo-connector,yougov/mongo-connector,MongoDB data stream pipeline tools by YouGov (adopted from MongoDB).,,db-clients,https://github.com/yougov/mongo-connector,https://github.com/yougov/mongo-connector,Apache-2.0,2012-08-09 23:39:36.000,2021-02-01 13:01:08.000,2018-12-05 18:23:06.000,454,228.0,504.0,1775,2018-12-05 19:18:21.000,3.1.1,51.0,62,25,False,,mongo-connector,1112.0,,1840.0,152.0,90.0,https://pypi.org/project/mongo-connector,2018-12-05 19:18:21.000,62.0,1840.0,,,,3.0,,, +171,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 04:46:51.000,2021-02-13 18:15:45.690,2021-02-13 16:13:26.000,68,16.0,100.0,1641,2021-02-13 16:15:07.000,5.3.0,44.0,1,25,True,conda-forge/python-box,python-box,41.0,28.0,283869.0,1477.0,1223.0,https://pypi.org/project/python-box,2021-02-13 16:15:07.000,254.0,281969.0,https://anaconda.org/conda-forge/python-box,2021-02-13 18:15:45.690,66523.0,3.0,,, +172,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 21:24:52.000,2021-02-11 01:42:42.000,2021-02-10 01:10:52.000,35,10.0,22.0,819,2021-02-10 04:59:44.000,0.15,15.0,10,25,True,conda-forge/immutables,immutables,89.0,,570876.0,1580.0,1480.0,https://pypi.org/project/immutables,2021-02-10 04:59:48.000,100.0,556945.0,https://anaconda.org/conda-forge/immutables,2021-02-10 16:06:28.599,473668.0,3.0,,, +173,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 14:59:01.000,2021-03-04 07:20:35.000,2021-03-03 01:37:00.000,42,39.0,255.0,608,2021-01-19 22:12:27.000,2.0.6,119.0,19,25,True,conda-forge/omegaconf,omegaconf,750.0,,100868.0,625.0,617.0,https://pypi.org/project/omegaconf,2021-02-10 23:32:20.000,8.0,92214.0,https://anaconda.org/conda-forge/omegaconf,2021-01-20 03:01:55.100,121164.0,3.0,,, +174,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 06:44:45.000,2020-11-12 09:22:02.000,2020-05-31 23:24:18.000,101,64.0,93.0,589,2020-05-31 23:52:03.000,2.6,17.0,49,25,True,conda-forge/parsedatetime,parsedatetime,369.0,,420489.0,5140.0,2858.0,https://pypi.org/project/parsedatetime,2020-05-31 23:50:56.000,2282.0,419006.0,https://anaconda.org/conda-forge/parsedatetime,2020-06-10 17:26:40.760,80124.0,3.0,,, +175,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 20:06:10.000,2021-02-08 18:28:15.000,2021-02-08 18:27:40.000,152,30.0,179.0,557,2019-05-14 14:17:26.000,1.2.0,12.0,19,25,True,conda-forge/happybase,happybase,284.0,,26236.0,884.0,462.0,https://pypi.org/project/happybase,2019-05-14 14:17:26.000,422.0,25328.0,https://anaconda.org/conda-forge/happybase,2019-07-01 13:37:04.756,51796.0,3.0,,, +176,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 20:46:27.000,2020-11-13 14:41:57.000,2020-11-13 14:26:05.000,40,11.0,108.0,485,,,8.0,11,25,True,conda-forge/dataclasses,dataclasses,287.0,,2452032.0,13234.0,12280.0,https://pypi.org/project/dataclasses,2020-11-13 14:40:29.000,954.0,2423314.0,https://anaconda.org/conda-forge/dataclasses,2020-10-07 12:55:35.859,976443.0,3.0,,, +177,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 16:22:49.000,2021-02-11 23:35:47.000,2021-02-10 15:47:14.000,47,39.0,241.0,158,2020-08-18 12:14:54.000,2.14.0,46.0,27,25,True,conda-forge/cloudant,cloudant,805.0,,32604.0,1860.0,1326.0,https://pypi.org/project/cloudant,2020-08-18 11:22:22.000,534.0,31245.0,https://anaconda.org/conda-forge/cloudant,2019-05-18 03:07:25.357,73387.0,3.0,,, +178,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 15:23:24.000,2021-03-03 22:46:45.000,2021-03-02 05:37:11.000,709,173.0,112.0,12876,2021-02-22 17:35:06.000,0.19.1,36.0,86,24,True,conda-forge/diagrams,diagrams,402.0,,23528.0,0.0,,https://pypi.org/project/diagrams,2021-02-22 17:34:13.000,0.0,18902.0,https://anaconda.org/conda-forge/diagrams,2021-02-22 21:49:10.803,46269.0,3.0,,, +179,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 19:33:15.000,2021-03-04 11:54:36.000,2021-03-03 20:23:22.000,311,81.0,601.0,3804,2021-02-01 21:57:49.000,1.0.6,12.0,66,24,True,conda-forge/hydra-core,hydra,1378.0,,6669.0,3.0,,https://pypi.org/project/hydra,2016-08-03 13:21:51.000,3.0,1170.0,https://anaconda.org/conda-forge/hydra-core,2021-02-04 21:35:20.927,71489.0,3.0,,, +180,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 13:08:38.000,2021-03-04 06:03:45.000,2021-03-04 06:03:44.000,61,41.0,307.0,1598,2020-10-21 17:15:36.000,0.15.0,17.0,28,24,True,,returns,1004.0,,4511.0,63.0,61.0,https://pypi.org/project/returns,2020-10-21 17:15:36.000,2.0,4511.0,,,,3.0,,, +181,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 09:19:00.000,218,104.0,64.0,1239,2016-10-12 10:37:57.000,0.20.0,30.0,88,24,False,,fabtools,939.0,,1584.0,646.0,270.0,https://pypi.org/project/fabtools,2016-10-12 10:37:57.000,376.0,1584.0,,,,3.0,,, +182,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 10:56:18.000,2021-01-19 00:27:39.513,2021-01-18 22:28:17.000,35,54.0,59.0,832,2021-01-18 22:23:58.000,1.3.2,74.0,16,24,True,conda-forge/strictyaml,strictyaml,672.0,,15634.0,288.0,238.0,https://pypi.org/project/strictyaml,2021-01-18 22:23:58.000,50.0,14130.0,https://anaconda.org/conda-forge/strictyaml,2021-01-19 00:27:39.513,52667.0,3.0,,, +183,cleo,sdispater/cleo,Cleo allows you to create beautiful and testable command-line interfaces.,,cli-helpers,https://github.com/sdispater/cleo,https://github.com/sdispater/cleo,MIT,2013-12-16 16:01:42.000,2021-02-21 21:19:44.000,2021-02-21 21:19:44.000,36,41.0,26.0,690,2021-02-21 21:14:28.000,1.0.0a3,27.0,6,24,True,conda-forge/cleo,cleo,289.0,,773088.0,152.0,,https://pypi.org/project/cleo,2021-02-21 21:14:25.000,152.0,772176.0,https://anaconda.org/conda-forge/cleo,2020-10-09 18:06:01.698,28286.0,3.0,,, +184,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 16:14:08.000,2020-10-31 20:08:28.845,2020-10-31 17:14:26.000,54,25.0,80.0,579,2020-10-31 17:19:13.000,6.1.0,32.0,14,24,True,conda-forge/python-mss,mss,639.0,,117347.0,300.0,,https://pypi.org/project/mss,2020-10-31 17:19:13.000,300.0,116967.0,https://anaconda.org/conda-forge/python-mss,2020-10-31 20:08:28.845,3423.0,3.0,,, +185,ordered-set,LuminosoInsight/ordered-set,A mutable set that remembers the order of its entries. One of Python's missing data types.,,data-structures,https://github.com/LuminosoInsight/ordered-set,https://github.com/LuminosoInsight/ordered-set,MIT,2012-08-17 21:55:21.000,2021-01-23 04:27:29.000,2020-06-17 20:48:30.000,31,7.0,24.0,112,2020-06-17 20:50:12.000,4.0.2,16.0,17,24,True,conda-forge/ordered-set,ordered-set,144.0,,1057807.0,2300.0,1994.0,https://pypi.org/project/ordered-set,2020-06-17 20:50:12.000,306.0,1056716.0,https://anaconda.org/conda-forge/ordered-set,2020-06-18 14:06:17.580,64408.0,3.0,,, +186,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 14:09:09.000,2021-02-18 09:21:12.000,2020-08-27 13:29:53.000,9,3.0,,74,2020-08-27 14:38:56.000,2.0.1,15.0,5,24,False,conda-forge/catalogue,catalogue,76.0,,593712.0,5845.0,5819.0,https://pypi.org/project/catalogue,2020-08-27 14:38:56.000,26.0,583563.0,https://anaconda.org/conda-forge/catalogue,2021-02-03 07:54:47.868,162395.0,3.0,,, +187,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 18:12:08.000,2020-12-03 20:07:10.000,2020-03-15 12:25:13.000,18,4.0,20.0,61,2017-06-08 10:55:15.000,0.2.3,6.0,9,24,False,conda-forge/entrypoints,entrypoints,59.0,,7775059.0,15152.0,,https://pypi.org/project/entrypoints,2019-01-07 18:10:52.000,15152.0,7708543.0,https://anaconda.org/conda-forge/entrypoints,2020-11-11 19:15:28.026,3924500.0,2.0,,, +188,contextlib2,jazzband/contextlib2,contextlib2 is a backport of the standard library's contextlib module to earlier Python versions.,,compatibility,https://github.com/jazzband/contextlib2,https://github.com/jazzband/contextlib2,psfrag,2016-02-23 08:51:49.209,2020-11-30 11:51:18.000,2020-11-30 11:51:12.000,7,3.0,10.0,31,2019-09-21 13:41:31.000,0.6.0,13.0,10,24,False,conda-forge/contextlib2,contextlib2,123.0,,3840258.0,34742.0,29782.0,https://pypi.org/project/contextlib2,2019-10-10 12:47:48.000,4960.0,3826810.0,https://anaconda.org/conda-forge/contextlib2,2019-10-10 14:10:46.819,820338.0,3.0,,, +189,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 21:24:48.000,2021-01-30 02:04:55.000,2021-01-30 01:40:48.000,18,,38.0,20,2020-10-25 18:40:46.000,3.4.0,28.0,9,24,False,conda-forge/zipp,zipp,,,16878702.0,5822.0,,https://pypi.org/project/zipp,2020-10-25 18:40:27.000,5822.0,16690772.0,https://anaconda.org/conda-forge/zipp,2020-10-25 23:33:10.683,4698258.0,3.0,,, +190,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 16:12:53.000,2021-02-20 19:54:04.000,2018-09-16 00:24:03.000,704,99.0,168.0,5534,2018-09-16 00:34:48.000,0.7.0,26.0,85,23,False,,powerline-shell,572.0,,896.0,64.0,60.0,https://pypi.org/project/powerline-shell,2018-09-16 00:34:48.000,4.0,896.0,,,,3.0,,, +191,AWS Data Wrangler,awslabs/aws-data-wrangler,"Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB,..",,db-clients,https://github.com/awslabs/aws-data-wrangler,https://github.com/awslabs/aws-data-wrangler,Apache-2.0,2019-02-26 01:39:02.000,2021-03-03 19:22:59.000,2021-03-03 16:52:21.000,240,19.0,314.0,1516,2021-03-03 16:59:32.000,2.5.0,107.0,64,23,True,,awswrangler,,25448.0,740584.0,0.0,,https://pypi.org/project/awswrangler,2021-03-03 16:51:51.000,0.0,739312.0,,,,3.0,,,['pandas'] +192,pyinfra,Fizzadar/pyinfra,"pyinfra automates infrastructure super fast at massive scale. It can be used for ad-hoc command execution, service..",,infrastructure,https://github.com/Fizzadar/pyinfra,https://github.com/Fizzadar/pyinfra,MIT,2014-10-19 19:37:45.000,2021-02-28 13:38:32.000,2021-02-28 13:20:04.000,106,43.0,352.0,1158,2021-02-28 13:39:04.000,1.3.7,146.0,44,23,True,,pyinfra,3056.0,,826.0,28.0,24.0,https://pypi.org/project/pyinfra,2021-02-15 18:47:52.000,4.0,826.0,,,,3.0,,, +193,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 02:59:29.000,2021-02-22 01:34:02.807,2021-02-21 20:09:17.000,125,3.0,121.0,946,2021-02-21 20:13:53.000,15.1.2,10.0,42,23,True,conda-forge/path,path,,,94827.0,78.0,,https://pypi.org/project/path,2021-02-21 18:16:14.000,78.0,89826.0,https://anaconda.org/conda-forge/path,2021-02-22 01:34:02.807,75019.0,3.0,,, +194,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 20:51:42.000,2019-05-25 08:57:06.000,2019-02-02 19:40:21.000,136,,11.0,935,2019-02-02 19:44:23.000,1.0.0,8.0,8,23,False,conda-forge/pluginbase,pluginbase,46.0,,142524.0,950.0,678.0,https://pypi.org/project/pluginbase,2019-02-02 19:40:54.000,272.0,138503.0,https://anaconda.org/conda-forge/pluginbase,2019-02-04 15:40:32.059,152810.0,3.0,,, +195,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 13:08:20.000,2021-03-02 09:25:05.000,2021-02-17 08:26:28.000,134,4.0,170.0,602,2020-12-21 13:59:28.000,4.2.1,81.0,28,23,True,,neo4j-driver,,,49242.0,382.0,,https://pypi.org/project/neo4j-driver,2020-12-21 13:56:38.000,382.0,49242.0,,,,3.0,,, +196,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 04:38:28.000,2019-12-15 21:01:45.000,2015-02-14 18:30:08.000,36,7.0,10.0,494,2009-03-29 15:28:56.000,0.2.1,3.0,6,23,False,,unipath,49.0,,24566.0,8933.0,4911.0,https://pypi.org/project/unipath,2015-02-11 04:36:12.000,4022.0,24566.0,,,,3.0,,, +197,ratelimit,tomasbasham/ratelimit,API Rate Limit Decorator.,,utilities,https://github.com/tomasbasham/ratelimit,https://github.com/tomasbasham/ratelimit,MIT,2015-08-26 10:39:52.000,2020-02-21 14:08:33.000,2019-02-06 21:53:36.000,84,23.0,17.0,359,2018-12-17 18:55:49.000,2.2.1,11.0,8,23,False,,ratelimit,36.0,,315635.0,954.0,836.0,https://pypi.org/project/ratelimit,2018-12-17 18:55:49.000,118.0,315635.0,,,,3.0,,, +198,umongo,Scille/umongo,"sync/async MongoDB ODM, yes.",,db-clients,https://github.com/Scille/umongo,https://github.com/Scille/umongo,MIT,2016-03-09 16:34:42.000,2021-02-03 08:44:41.000,2021-01-11 17:10:11.000,51,32.0,144.0,327,2021-01-11 16:52:10.000,3.0.0,51.0,13,23,True,,umongo,799.0,,1819.0,207.0,187.0,https://pypi.org/project/umongo,2021-01-11 16:52:10.000,20.0,1819.0,,,,3.0,,, +199,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 12:24:11.000,2021-02-22 22:59:55.000,2020-08-16 14:52:47.000,170,72.0,75.0,4727,2020-08-16 14:57:19.000,0.3.2,18.0,8,22,True,,typer,257.0,,353795.0,0.0,,https://pypi.org/project/typer,2020-08-16 14:57:19.000,0.0,353795.0,,,,3.0,,, +200,storm,emre/storm,Manage your SSH like a boss.,,infrastructure,https://github.com/emre/storm,https://github.com/emre/storm,MIT,2013-05-20 18:30:39.000,2020-06-12 10:38:03.000,2018-08-07 19:46:34.000,158,22.0,82.0,3768,2018-08-24 22:08:05.000,0.7.0,8.0,30,22,False,,storm,339.0,,757.0,185.0,35.0,https://pypi.org/project/storm,2020-06-12 10:38:03.000,150.0,757.0,,,,3.0,,, +201,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 14:47:29.000,2020-12-24 02:10:58.000,2020-03-03 22:30:21.000,159,17.0,58.0,3066,,,4.0,19,22,True,,macropy3,885.0,,1563.0,441.0,391.0,https://pypi.org/project/macropy3,2018-05-11 23:17:05.000,50.0,1563.0,,,,3.0,,, +202,enaml,nucleic/enaml,Declarative User Interfaces for Python.,,gui-dev,https://github.com/nucleic/enaml,https://github.com/nucleic/enaml,BSD-3-Clause,2013-03-06 21:29:01.000,2021-02-22 15:30:04.000,2021-02-22 15:30:04.000,101,41.0,165.0,1006,2020-11-04 19:38:23.000,0.12.0,17.0,32,22,True,conda-forge/enaml,enaml,,7.0,2620.0,318.0,174.0,https://pypi.org/project/enaml,2020-11-04 19:38:23.000,144.0,950.0,https://anaconda.org/conda-forge/enaml,2020-11-11 17:11:59.923,66837.0,3.0,,, +203,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 14:45:36.000,2021-02-21 19:05:25.000,2021-02-21 17:51:02.000,122,9.0,174.0,859,2021-01-28 18:04:50.000,2.5.4,88.0,15,22,False,,parallel-ssh,511.0,316.0,56874.0,125.0,97.0,https://pypi.org/project/parallel-ssh,2021-01-28 18:04:50.000,28.0,56870.0,,,,3.0,,, +204,ubelt,Erotemic/ubelt,"A Python utility belt containing simple tools, a stdlib like feel, and extra batteries. Hashing, Caching, Timing,..",,utilities,https://github.com/Erotemic/ubelt,https://github.com/Erotemic/ubelt,Apache-2.0,2017-01-30 21:14:57.000,2021-02-05 19:01:29.000,2021-02-05 18:31:21.000,42,2.0,5.0,559,2021-02-05 18:59:47.000,0.9.5,53.0,1,22,True,,ubelt,803.0,,6089.0,489.0,467.0,https://pypi.org/project/ubelt,2021-02-05 18:37:28.000,22.0,6089.0,,,,3.0,,, +205,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 02:58:27.000,2020-04-17 14:24:23.000,2017-01-20 20:45:25.000,39,18.0,11.0,457,2015-06-05 06:31:13.000,1.6.5,26.0,11,22,False,conda-forge/awesome-slugify,awesome-slugify,96.0,,19449.0,4977.0,2737.0,https://pypi.org/project/awesome-slugify,2015-06-05 06:31:13.000,2240.0,18674.0,https://anaconda.org/conda-forge/awesome-slugify,2019-06-28 21:27:11.187,45729.0,3.0,,, +206,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 15:49:25.000,2021-02-25 19:38:18.000,2021-02-25 19:38:18.000,14,18.0,23.0,189,2020-05-02 10:22:24.000,0.6.0,8.0,10,22,True,conda-forge/typing_inspect,typing_inspect,54.0,,2553355.0,80.0,,https://pypi.org/project/typing_inspect,2020-05-02 10:22:24.000,80.0,2549285.0,https://anaconda.org/conda-forge/typing_inspect,2020-05-06 11:35:21.424,93624.0,3.0,,, +207,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 18:27:30.000,2021-02-22 07:12:02.000,2020-11-25 09:45:42.000,31,19.0,6.0,177,2020-11-25 09:35:49.000,0.3.4,12.0,12,22,True,,price-parser,96.0,,20276.0,61.0,61.0,https://pypi.org/project/price-parser,2020-11-25 09:35:49.000,0.0,20276.0,,,,3.0,,, +208,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 12:51:17.000,2020-04-11 23:04:54.000,2019-07-13 11:30:29.000,116,25.0,14.0,3347,2019-11-07 15:54:35.000,0.3.0,11.0,9,21,False,,pampy,131.0,,9886.0,152.0,136.0,https://pypi.org/project/pampy,2019-11-07 15:54:35.000,16.0,9886.0,,,,3.0,,, +209,bashplotlib,glamp/bashplotlib,plotting in the terminal.,,cli-helpers,https://github.com/glamp/bashplotlib,https://github.com/glamp/bashplotlib,MIT,2012-12-13 04:01:10.000,2019-12-01 11:31:41.000,2019-05-09 21:00:50.000,79,17.0,10.0,1518,2016-02-06 21:56:46.000,0.6.5,27.0,19,21,False,,bashplotlib,208.0,,1299.0,165.0,117.0,https://pypi.org/project/bashplotlib,2016-02-06 21:56:46.000,48.0,1299.0,,,,3.0,,, +210,pysimdjson,TkTech/pysimdjson,Python bindings for the simdjson project.,,serialization,https://github.com/TkTech/pysimdjson,https://github.com/TkTech/pysimdjson,MIT,2019-02-22 03:26:04.000,2021-02-04 05:36:50.000,2021-02-04 05:26:54.000,28,11.0,50.0,429,2021-02-11 20:57:51.000,3.2.0,30.0,8,21,True,,pysimdjson,207.0,,7720.0,39.0,39.0,https://pypi.org/project/pysimdjson,2021-02-04 05:36:50.000,0.0,7720.0,,,,3.0,,, +211,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 16:24:59.000,2020-10-16 22:20:11.000,2020-10-16 22:20:10.000,59,4.0,,307,2020-04-30 18:52:35.000,0.4.3,7.0,18,21,True,conda-forge/pymodm,pymodm,123.0,,10901.0,535.0,381.0,https://pypi.org/project/pymodm,2020-04-30 18:52:35.000,154.0,10776.0,https://anaconda.org/conda-forge/pymodm,2020-04-30 19:23:37.933,1636.0,3.0,,, +212,pyhdb,SAP/pyhdb,SAP HANA Connector in pure Python.,,db-clients,https://github.com/SAP/PyHDB,https://github.com/SAP/PyHDB,Apache-2.0,2014-12-12 04:02:40.000,2020-12-24 19:33:16.000,2018-05-24 13:45:41.000,132,50.0,51.0,289,2018-02-16 12:44:36.000,0.3.4,8.0,10,21,False,,pyhdb,155.0,61.0,49111.0,131.0,101.0,https://pypi.org/project/pyhdb,2018-02-16 12:37:13.000,30.0,49111.0,,,,3.0,,, +213,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 10:27:12.000,2021-02-22 17:34:08.000,2021-02-22 17:33:42.000,34,6.0,33.0,124,2020-07-27 18:27:16.000,0.8.0,23.0,18,21,True,,filedepot,259.0,,1678.0,332.0,244.0,https://pypi.org/project/filedepot,2020-07-27 18:27:16.000,88.0,1678.0,,,,3.0,,, +214,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 08:43:14.000,2020-12-20 05:00:55.000,2019-09-25 12:17:08.000,126,15.0,11.0,1425,2014-08-29 22:18:11.000,1.5.3,4.0,14,20,False,,commonregex,113.0,,4003.0,93.0,53.0,https://pypi.org/project/commonregex,2014-08-29 22:18:11.000,40.0,4003.0,,,,3.0,,, +215,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 15:36:57.000,2019-12-13 18:00:10.000,2017-03-31 14:41:30.000,110,32.0,21.0,1206,2017-03-31 14:41:57.000,0.5.3,35.0,24,20,False,,db.py,233.0,,547.0,26.0,,https://pypi.org/project/db.py,2017-03-31 14:41:57.000,26.0,547.0,,,,3.0,,, +216,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 16:12:55.000,2020-11-04 14:26:15.000,2020-08-07 16:32:54.000,27,3.0,13.0,231,2020-03-09 17:40:07.000,2.1.0,29.0,11,19,True,,queries,334.0,,658.0,137.0,87.0,https://pypi.org/project/queries,2020-03-09 17:40:07.000,50.0,658.0,,,,3.0,,, +217,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 15:40:01.000,2020-03-03 16:20:26.000,2019-08-27 15:33:26.000,14,2.0,13.0,83,2018-02-09 00:32:14.000,1.1.2,4.0,6,19,False,conda-forge/stopit,stopit,32.0,,58340.0,764.0,610.0,https://pypi.org/project/stopit,2018-02-09 00:32:14.000,154.0,56683.0,https://anaconda.org/conda-forge/stopit,2018-02-10 00:46:14.882,62984.0,3.0,,, +218,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 22:09:31.000,2020-02-09 19:26:02.000,2020-02-09 19:26:00.000,104,,40.0,1171,2016-09-11 02:13:18.000,1.2,3.0,4,18,False,,pypattyrn,103.0,,1233.0,12.0,12.0,https://pypi.org/project/pypattyrn,2016-09-11 02:18:42.000,0.0,1233.0,,,,3.0,,, +219,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 12:33:39.000,2020-03-08 21:45:00.000,2018-03-07 14:51:59.000,17,3.0,11.0,245,2015-12-20 08:56:50.000,0.4.2,8.0,7,18,False,conda-forge/valideer,valideer,89.0,,6300.0,69.0,39.0,https://pypi.org/project/valideer,2015-12-20 08:56:50.000,30.0,6053.0,https://anaconda.org/conda-forge/valideer,2018-07-06 17:55:22.261,14627.0,3.0,,, +220,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 05:47:04.000,2021-02-13 13:07:05.000,2021-02-13 13:06:48.000,11,1.0,20.0,205,2020-04-05 05:54:29.000,1.2.0,22.0,7,18,True,,validr,363.0,,4262.0,4.0,,https://pypi.org/project/validr,2021-02-03 13:35:07.000,4.0,4262.0,,,,3.0,,, +221,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 16:55:38.000,2021-03-03 13:01:40.000,2020-09-13 06:06:13.000,15,14.0,20.0,419,2020-09-13 05:35:42.000,0.2.2,24.0,10,17,True,,pugsql,254.0,,1363.0,1.0,,https://pypi.org/project/pugsql,2020-09-13 06:06:09.000,1.0,1363.0,,,,3.0,,, +222,ODMantic,art049/odmantic,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 13:59:45.000,2021-03-03 17:02:58.000,2021-03-03 17:02:55.000,13,34.0,28.0,221,2021-02-13 14:35:13.000,0.3.3,8.0,9,17,True,,odmantic,286.0,,843.0,,,https://pypi.org/project/odmantic,2021-02-13 14:35:13.000,,843.0,,,,3.0,,, +223,importlib-resources,python/importlib_resources,Read resources from Python packages.,,inspect,https://github.com/python/importlib_resources,https://github.com/python/importlib_resources,Apache-2.0,2020-10-21 21:02:58.000,2021-02-28 19:54:05.000,2021-02-28 19:43:35.000,5,6.0,193.0,7,2021-02-28 19:54:19.000,5.1.1,34.0,15,17,False,,importlib-resources,,,3599665.0,0.0,,https://pypi.org/project/importlib-resources,2021-02-28 19:54:05.000,0.0,3599665.0,,,,3.0,,, +224,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 17:49:01.000,2020-03-27 17:26:46.000,2017-11-22 02:08:58.000,632,80.0,77.0,10272,,,,30,16,False,,,331.0,,,,,,,,,,,,2.0,,, +225,pyston,pyston/pyston,"A faster and highly-compatible implementation of the Python programming language. The code here is out of date, please..",,python-implementations,https://github.com/pyston/pyston,https://github.com/pyston/pyston,Apache-2.0,2014-04-01 07:17:20.000,2021-01-22 19:07:16.000,2020-10-28 21:00:53.000,310,36.0,265.0,4965,2021-01-22 19:07:16.000,2.1,9.0,42,16,True,,,2.0,4652.0,59.0,,,,,,,,,,2.0,,, +226,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 11:40:26.000,24,7.0,6.0,626,2018-09-18 21:25:30.000,1.0.19,19.0,6,16,False,,lazydata,216.0,,13.0,10.0,8.0,https://pypi.org/project/lazydata,2018-09-18 21:25:30.000,2.0,13.0,,,,3.0,,, +227,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 10:39:00.000,2020-08-13 16:59:05.000,2020-08-02 07:43:02.000,55,11.0,56.0,1038,2020-06-21 20:04:58.000,0.12.1,6.0,29,15,True,,colout,247.0,,49.0,1.0,1.0,https://pypi.org/project/colout,2020-06-21 20:04:58.000,,49.0,,,,3.0,,, +228,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 14:36:10.000,2020-01-22 20:30:14.000,2019-09-05 17:28:36.000,46,10.0,206.0,689,,,,541,15,False,,,100294.0,,,,,,,,,,,,3.0,,, +229,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 00:37:04.000,260,22.0,5.0,1290,,,,9,14,False,,,34.0,,,7.0,7.0,,,,,,,,3.0,,, +230,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 13:16:09.000,19,4.0,1.0,659,2018-11-22 02:36:13.000,0.0.78,57.0,2,14,False,,supersqlite,221.0,,132.0,3.0,3.0,https://pypi.org/project/supersqlite,2018-11-22 02:36:46.000,0.0,132.0,,,,3.0,,, +231,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 01:24:36.000,2021-03-03 14:37:40.000,2021-03-03 14:32:50.000,5,13.0,62.0,111,2021-03-03 14:35:16.000,2.1.2,86.0,4,14,True,,typical,,,530.0,2.0,,https://pypi.org/project/typical,2021-03-03 14:37:40.000,2.0,530.0,,,,3.0,,, +232,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 18:00:17.000,2020-04-15 08:28:06.000,2020-04-15 08:28:04.000,31,3.0,13.0,314,,,,12,11,False,,,1489.0,,,,,,,,,,,,3.0,,, diff --git a/latest-changes.md b/latest-changes.md index 005e71a..e6a037c 100644 --- a/latest-changes.md +++ b/latest-changes.md @@ -2,17 +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._ -- pycryptodomex (🥇34 · ⭐ 1.5K · 📈) - A self-contained cryptographic library for Python. BSD-3 -- jsonpickle (🥉30 · ⭐ 900 · 📈) - Python library for serializing any arbitrary object graph into.. BSD-3 -- asn1crypto (🥈30 · ⭐ 220 · 📈) - Python ASN.1 library with a focus on performance and a pythonic API. MIT -- schema (🥈29 · ⭐ 2.3K · 📈) - Schema validation just got Pythonic. MIT -- PyPika (🥉27 · ⭐ 1.1K · 📈) - PyPika is a python SQL query builder that exposes the full.. Apache-2 +- pytz (🥈32 · ⭐ 150 · 📈) - pytz Python historical timezone library and database. MIT +- py4j (🥉30 · ⭐ 800 · 📈) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3 +- tenacity (🥈29 · ⭐ 2.8K · 📈) - Retrying library for Python. Apache-2 +- Send2Trash (🥉29 · ⭐ 170 · 📈) - Python library to natively send files to Trash (or Recycle bin).. BSD-3 +- PyPika (🥉28 · ⭐ 1.1K · 📈) - PyPika is a python SQL query builder that exposes the full.. Apache-2 ## 📉 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._ -- attrs (🥈32 · ⭐ 3.4K · 📉) - Python Classes Without Boilerplate. MIT -- rsa (🥉29 · ⭐ 300 · 📉) - Python-RSA is a pure-Python RSA implementation. Apache-2 -- SuperSQLite (🥉14 · ⭐ 660 · 💀) - A supercharged SQLite library for Python. MIT +- kafka-python (🥈33 · ⭐ 4.3K · 📉) - Python client for Apache Kafka. Apache-2 +- toolz (🥇32 · ⭐ 3.5K · 📉) - A functional standard library for Python. BSD-3 +- pyrsistent (🥇31 · ⭐ 1.5K · 📉) - Persistent/Immutable/Functional data structures for Python. MIT +- Elasticsearch DSL (🥈30 · ⭐ 3.2K · 📉) - High level Python client for Elasticsearch. Apache-2 +- influxdb (🥈30 · ⭐ 1.5K · 📉) - Python client for InfluxDB. MIT