🏆 A ranked list of awesome Python open-source libraries & tools. Updated weekly.
This curated list contains 390 awesome open-source projects with a total of 2M stars grouped into 28 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, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!
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- Data Serialization 16 projects
- Data Containers & Dataframes 30 projects
- Data Structures 15 projects
- Data Validation 15 projects
- Algorithms & Design Patterns 4 projects
- Date & Time Utilities 9 projects
- File & Path Utilities 10 projects
- Compatiblity 7 projects
- Cryptography 7 projects
- Infrastructure & DevOps 20 projects
- Process Utilities 4 projects
- Asynchronous Programming 7 projects
- Configuration 9 projects
- CLI Development 19 projects
- Development Tools 1 projects
- Data Caching 6 projects
- GUI Development 10 projects
- Computer & Machine Vision 2 projects
- Machine Learning & Data Engineering 1 projects
- Text Data 12 projects
- Web Development 1 projects
- Database Clients 64 projects
- Data Loading & Extraction 30 projects
- Data Pipelines & Streaming 44 projects
- File Formats 3 projects
- Code Inspection 4 projects
- General Utilities 15 projects
- Python Implementations 6 projects
- Others 21 projects
- 🥇🥈🥉 Combined project-quality score
- ⭐️ Star count from GitHub
- 🐣 New project (less than 6 months old)
- 💤 Inactive project (6 months no activity)
- 💀 Dead project (12 months no activity)
- 📈📉 Project is trending up or down
- ➕ Project was recently added
- ❗️ Warning (e.g. missing/risky license)
- 👨💻 Contributors count from GitHub
- 🔀 Fork count from GitHub
- 📋 Issue count from GitHub
- ⏱️ Last update timestamp on package manager
- 📥 Download count from package manager
- 📦 Number of dependent projects
Pandas related project
protobuf (🥇51 · ⭐ 69K) - Protocol Buffers - Googles data interchange format. BSD-3
-
GitHub (👨💻 1.4K · 🔀 16K · 📥 84M · 📦 950K · 📋 6.9K - 6% open · ⏱️ 07.08.2025):
git clone https://github.com/protocolbuffers/protobuf -
PyPi (📦 9.4K · ⏱️ 05.08.2025):
pip install protobuf -
Conda (📥 24M · ⏱️ 18.07.2025):
conda install -c conda-forge protobuf -
npm (📥 10M / month · 📦 3K · ⏱️ 15.07.2024):
npm install google-protobuf
flatbuffers (🥇42 · ⭐ 25K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
-
GitHub (👨💻 700 · 🔀 3.4K · 📥 1.1M · 📦 190K · 📋 2.6K - 6% open · ⏱️ 07.08.2025):
git clone https://github.com/google/flatbuffers -
PyPi (📦 560 · ⏱️ 11.02.2025):
pip install flatbuffers -
Conda (📥 1.6M · ⏱️ 13.05.2025):
conda install -c conda-forge flatbuffers -
npm (📥 6M / month · 📦 250 · ⏱️ 11.02.2025):
npm install flatbuffers
marshmallow (🥈36 · ⭐ 7.2K) - A lightweight library for converting complex objects to and from.. MIT
orjson (🥈34 · ⭐ 7.2K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2
jsonpickle (🥈34 · ⭐ 1.3K) - Python library for serializing any arbitrary object graph into.. BSD-3
simplejson (🥈32 · ⭐ 1.7K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
ultrajson (🥉31 · ⭐ 4.4K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3
msgpack (🥉31 · ⭐ 2K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2
cloudpickle (🥉29 · ⭐ 1.8K) - Extended pickling support for Python objects. BSD-3
python-rapidjson (🥉28 · ⭐ 520) - Python wrapper around rapidjson. MIT
Show 3 hidden projects...
- pyasn1 (🥉30 · ⭐ 260 · 💀) - Generic ASN.1 library for Python.
BSD-2 - hickle (🥉24 · ⭐ 500 · 💀) - a HDF5-based python pickle replacement.
MIT - pysimdjson (🥉22 · ⭐ 710) - Python bindings for the simdjson project.
❗Unlicensed
General-purpose data containers as well as utilities & extensions for pandas.
polars (🥇40 · ⭐ 35K) - Dataframes powered by a multithreaded, vectorized query engine, written in.. MIT
h5py (🥇40 · ⭐ 2.2K) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3
zarr (🥈35 · ⭐ 1.7K) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT
Bottleneck (🥈32 · ⭐ 1.1K) - Fast NumPy array functions written in C. BSD-2
TinyDB (🥉29 · ⭐ 7.2K · 💤) - TinyDB is a lightweight document oriented database optimized for your.. MIT
StaticFrame (🥉27 · ⭐ 470) - Immutable and statically-typeable DataFrames with runtime type and.. MIT
pickleDB (🥉19 · ⭐ 1K) - pickleDB is an in memory key-value store using Pythons orjson module for.. BSD-3
Pandas Summary (🥉19 · ⭐ 520) - Engine for ML/Data tracking, visualization,.. Apache-2
Show 13 hidden projects...
- numpy (🥇48 · ⭐ 30K) - The fundamental package for scientific computing with Python.
❗Unlicensed - Blaze (🥉30 · ⭐ 3.2K · 💀) - NumPy and Pandas interface to Big Data.
BSD-3 - Koalas (🥉28 · ⭐ 3.4K · 💀) - Koalas: pandas API on Apache Spark.
Apache-2spark - Arctic (🥉26 · ⭐ 3.1K · 💀) - Arctic is a high performance datastore for numeric data.
❗️LGPL-2.1 - sklearn-pandas (🥉26 · ⭐ 2.8K · 💀) - Pandas integration with sklearn.
❗️Zlibsklearn - pandasql (🥉26 · ⭐ 1.3K · 💀) - sqldf for pandas.
MIT - bcolz (🥉26 · ⭐ 960 · 💀) - A columnar data container that can be compressed.
BSD-3 - swifter (🥉25 · ⭐ 2.6K · 💀) - A package which efficiently applies any function to a pandas..
MIT - Pandaral·lel (🥉24 · ⭐ 3.8K · 💀) - A simple and efficient tool to parallelize Pandas..
BSD-3jupyter - datasketch (🥉22 · ⭐ 2.7K · 💀) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,..
MIT - fletcher (🥉19 · ⭐ 230 · 💀) - Pandas ExtensionDType/Array backed by Apache Arrow.
MIT - Bounter (🥉16 · ⭐ 940 · 💀) - Efficient Counter that uses a limited (bounded) amount of memory..
MIT - PandaPy (🥉11 · ⭐ 550 · 💀) - PandaPy has the speed of NumPy and the usability of Pandas 10x to..
MIT
pyrsistent (🥇32 · ⭐ 2.1K) - Persistent/Immutable/Functional data structures for Python. MIT
ordered-set (🥈27 · ⭐ 220 · 💤) - A mutable set that remembers the order of its entries. One of.. MIT
python-benedict (🥉24 · ⭐ 1.6K) - dict subclass with keylist/keypath support, built-in I/O.. MIT
immutables (🥉23 · ⭐ 1.2K · 💤) - A high-performance immutable mapping type for Python. Apache-2
python-box (🥉22 · ⭐ 2.8K · 💤) - Python dictionaries with advanced dot notation access. MIT
Show 5 hidden projects...
- python-sortedcontainers (🥇29 · ⭐ 3.8K · 💀) - Python Sorted Container Types: Sorted List, Sorted..
Apache-2 - addict (🥈28 · ⭐ 2.5K · 💀) - The Python Dict thats better than heroin.
MIT - sqlitedict (🥉26 · ⭐ 1.2K · 💀) - Persistent dict, backed by sqlite3 and pickle, multithread-..
Apache-2 - munch (🥉25 · ⭐ 780 · 💀) - A Munch is a Python dictionary that provides attribute-style access (a..
MIT - cleverdict (🥉13 · ⭐ 100 · 💀) - A JSON-friendly data structure which allows both object attributes..
MIT
jsonschema (🥇39 · ⭐ 4.8K) - An implementation of the JSON Schema specification for Python. MIT
voluptuous (🥈30 · ⭐ 1.8K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
validators (🥈30 · ⭐ 1.1K) - Python Data Validation for Humans. MIT
python-email-validator (🥉25 · ⭐ 1.3K) - A robust email syntax and deliverability validation.. Unlicense
dirty-equals (🥉20 · ⭐ 900) - Doing dirty (but extremely useful) things with equals. MIT
typical (🥉17 · ⭐ 180 · 💤) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT
Show 5 hidden projects...
- schematics (🥉27 · ⭐ 2.6K · 💀) - Python Data Structures for Humans.
BSD-3 - strictyaml (🥉25 · ⭐ 1.6K · 💀) - Type-safe YAML parser and validator.
MIT - valideer (🥉18 · ⭐ 260 · 💀) - Lightweight data validation and adaptation Python library.
MIT - validr (🥉14 · ⭐ 220 · 💀) - A simple, fast, extensible python library for data validation.
MIT - dataklasses (🥉7 · ⭐ 800 · 💀) - A different spin on dataclasses.
❗Unlicensed
🔗 python-patterns ( ⭐ 42K) - Collection of design patterns/idioms in Python.
transitions (🥇33 · ⭐ 6.2K) - A lightweight, object-oriented finite state machine implementation.. MIT
algorithms (🥉27 · ⭐ 25K) - Minimal examples of data structures and algorithms in Python. MIT
Show 1 hidden projects...
dateparser (🥈32 · ⭐ 2.7K) - python parser for human readable dates. BSD-3
python-dateutil (🥈32 · ⭐ 2.5K) - Useful extensions to the standard Python datetime features. Apache-2
parsedatetime (🥉24 · ⭐ 700 · 💤) - Parse human-readable date/time strings. Apache-2
filesystem_spec (🥇36 · ⭐ 1.2K) - A specification that python filesystems should adhere to. BSD-3
pyfilesystem2 (🥉26 · ⭐ 2.1K) - Pythons Filesystem abstraction layer. MIT
scandir (🥉23 · ⭐ 540) - Better directory iterator and faster os.walk(). Archived, as this has.. BSD-3
Show 4 hidden projects...
- path (🥉30 · ⭐ 1.1K) - Object-oriented file system path manipulation.
❗Unlicensed - zipp (🥉30 · ⭐ 66) - Backport of pathlib-compatible object wrapper for zip files.
❗Unlicensed - appdirs (🥉29 · ⭐ 1.1K · 💀) - A small Python module for determining appropriate platform-specific..
MIT - Unipath (🥉18 · ⭐ 510 · 💀) - An object-oriented approach to Python file/directory operations.
MIT
typing (🥈30 · ⭐ 1.7K) - Python static typing home. Hosts the documentation and a user help.. Python-2.0
Show 5 hidden projects...
- future (🥈34 · ⭐ 1.2K · 💀) - Easy, clean, reliable Python 2/3 compatibility.
MIT - dataclasses (🥉25 · ⭐ 590 · 💀) - A backport of the dataclasses module for Python 3.6.
Apache-2 - futures (🥉24 · ⭐ 230 · 💀) - Backport of the concurrent.futures package to Python 2.6 and 2.7.
Python-2.0 - pathlib2 (🥉24 · ⭐ 84 · 💀) - Backport of pathlib aiming to support the full stdlib Python API.
MIT - contextlib2 (🥉23 · ⭐ 38 · 💀) - contextlib2 is a backport of the standard librarys contextlib..
❗️psfrag
cryptography (🥇44 · ⭐ 7.2K) - cryptography is a package designed to expose cryptographic.. Apache-2
pycryptodomex (🥈34 · ⭐ 3.1K) - A self-contained cryptographic library for Python. BSD-3
Show 2 hidden projects...
- tink (🥉31 · ⭐ 14K · 💀) - Tink is a multi-language, cross-platform, open source library that..
Apache-2 - asn1crypto (🥉29 · ⭐ 350 · 💀) - Python ASN.1 library with a focus on performance and a pythonic API.
MIT
ansible (🥇45 · ⭐ 66K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0
docker-compose (🥈40 · ⭐ 36K) - Define and run multi-container applications with Docker. Apache-2
paramiko (🥈39 · ⭐ 9.5K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
kubernetes (🥈35 · ⭐ 7.3K) - Official Python client library for kubernetes. Apache-2
netmiko (🥉34 · ⭐ 3.9K · 📉) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT
Show 8 hidden projects...
- schedule (🥉31 · ⭐ 12K · 💀) - Python job scheduling for humans.
MIT - sshtunnel (🥉27 · ⭐ 1.3K · 💀) - SSH tunnels to remote server.
MIT - fabtools (🥉22 · ⭐ 1.3K · 💀) - Tools for writing awesome Fabric files.
BSD-2 - parallel-ssh (🥉22 · ⭐ 1.2K) - Asynchronous parallel SSH client library.
❗️LGPL-2.1 - storm (🥉19 · ⭐ 3.9K · 💀) - Manage your SSH like a boss.
MIT - pypyr (🥉19 · ⭐ 630 · 💀) - pypyr task-runner cli & api for automation pipelines. Automate..
Apache-2 - wssh (🥉16 · ⭐ 1.4K · 💀) - SSH to WebSockets Bridge.
MIT - Grai (🥉12 · ⭐ 310) - Platform to programmatically manage, test, and debug data infrastructure.
❗️MIT-0
pexpect (🥇35 · ⭐ 2.7K) - A Python module for controlling interactive programs in a pseudo-terminal. ISC
supervisor (🥈33 · ⭐ 8.8K) - Supervisor process control system for Unix.. ❗️Repoze Public License
ptyprocess (🥉25 · ⭐ 230) - Run a subprocess in a pseudo terminal. ISC
anyio (🥇37 · ⭐ 2.2K) - High level asynchronous concurrency and networking framework that works on.. MIT
Show 2 hidden projects...
python-dotenv (🥇37 · ⭐ 8.3K) - Reads key-value pairs from a .env file and can set them as.. BSD-3
omegaconf (🥈28 · ⭐ 2.2K · 💤) - Flexible Python configuration system. The last one you will ever.. BSD-3
gin-config (🥉24 · ⭐ 2.1K) - Gin provides a lightweight configuration framework for Python. Apache-2
Show 1 hidden projects...
- python-decouple (🥈28 · ⭐ 3K · 💀) - Strict separation of config from code.
MIT
rich (🥇43 · ⭐ 53K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
python-fire (🥈35 · ⭐ 28K) - Python Fire is a library for automatically generating command.. Apache-2
python-prompt-toolkit (🥈35 · ⭐ 9.9K) - Library for building powerful interactive command.. BSD-3
wcwidth (🥈32 · ⭐ 420) - Python library that measures the width of unicode strings rendered to a.. MIT
asciimatics (🥉29 · ⭐ 4.1K) - A cross platform package to do curses-like operations, plus.. Apache-2
argcomplete (🥉29 · ⭐ 1.5K) - Python and tab completion, better together. Apache-2
ConfigArgParse (🥉29 · ⭐ 750) - Drop-in replacement for argparse with added support for config.. MIT
questionary (🥉27 · ⭐ 1.8K) - Python library to build pretty command line user prompts Easy to use.. MIT
Show 5 hidden projects...
- blessings (🥉25 · ⭐ 1.5K · 💀) - A thin, practical wrapper around terminal capabilities in Python.
MIT - clint (🥉21 · ⭐ 97 · 💀) - Python Command-line Application Tools.
ISC - bashplotlib (🥉19 · ⭐ 1.9K · 💀) - plotting in the terminal.
MIT - docopt-ng (🥉18 · ⭐ 210 · 💀) - Humane command line arguments parser. Now with maintenance,..
MIT - Click Extra (🥉18 · ⭐ 93) - Drop-in replacement for Click to make user-friendly and colorful..
❗️GPL-2.0
🔗 best-of-python-dev ( ⭐ 1.2K) - A ranked list of awesome python developer tools and libraries. Updated..
cachetools (🥇30 · ⭐ 2.6K) - Extensible memoizing collections and decorators. MIT
cached-property (🥈27 · ⭐ 710 · 💤) - A decorator for caching properties in classes. BSD-3
🔗 best-of-web-python - Web UI ( ⭐ 2.6K) - Collection of libraries to implement web-based UIs.
kivy (🥇39 · ⭐ 19K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT
DearPyGui (🥈31 · ⭐ 15K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT
Show 5 hidden projects...
- Gooey (🥈30 · ⭐ 21K · 💀) - Turn (almost) any Python command line program into a full GUI..
MIT - PySimpleGUI (🥈30 · ⭐ 14K) - PySimpleGUI is a Python package that enables Python..
❗️PySimpleGUI License - Phoenix (🥉28 · ⭐ 2.5K) - wxPythons Project Phoenix. A new implementation of wxPython,..
❗️wxWindows - flexx (🥉26 · ⭐ 3.3K · 💀) - Write desktop and web apps in pure Python.
BSD-2 - enaml (🥉25 · ⭐ 1.6K) - Declarative User Interfaces for Python.
❗Unlicensed
🔗 best-of-ml-python - Computer Vision ( ⭐ 22K) - Collection of computer vision and image processing..
Show 1 hidden projects...
🔗 best-of-ml-python ( ⭐ 22K) - A ranked list of awesome machine learning Python libraries. Updated..
🔗 best-of-ml-python - NLP ( ⭐ 22K) - Collection of text processing and NLP libraries.
chardet (🥇32 · ⭐ 2.3K · 💤) - Python character encoding detector. ❗️LGPL-2.1
-
GitHub (👨💻 48 · 🔀 260 · 📦 950K · 📋 160 - 44% open · ⏱️ 13.01.2025):
git clone https://github.com/chardet/chardet -
PyPi (📦 5.6K · ⏱️ 01.08.2023):
pip install chardet -
Conda (📥 29M · ⏱️ 22.04.2025):
conda install -c conda-forge chardet -
npm (📥 41 / month · 📦 7 · ⏱️ 20.08.2017):
npm install @pypi/chardet
phonenumbers (🥇31 · ⭐ 3.6K) - Python port of Googles libphonenumber. Apache-2
inflect (🥈28 · ⭐ 1K) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT
pyahocorasick (🥉27 · ⭐ 1K) - Python module (C extension and plain python) implementing Aho-.. BSD-3
price-parser (🥉16 · ⭐ 330) - Extract price amount and currency symbol from a raw text string. BSD-3
Show 4 hidden projects...
- python-slugify (🥈30 · ⭐ 1.5K · 💀) - Returns unicode slugs.
MIT - humanize (🥈28 · ⭐ 1.7K · 💀) - python humanize functions.
MIT - awesome-slugify (🥉18 · ⭐ 490 · 💀) - Python flexible slugify function.
❗️GPL-3.0 - millify (🥉11 · ⭐ 110 · 💀) - Convert long numbers into a human-readable format in Python.
MIT
🔗 best-of-web-python ( ⭐ 2.6K) - A ranked list of awesome python libraries for web development. Updated..
Libraries for connecting to, operating, and querying databases.
azure-storage-blob (🥇40 · ⭐ 5K) - This repository is for active development of the Azure SDK.. MIT
google-cloud-storage (🥇39 · ⭐ 5.1K) - Google Cloud Client Library for Python. Apache-2
kafka-python (🥇38 · ⭐ 5.8K) - Python client for Apache Kafka. Apache-2
elasticsearch (🥈37 · ⭐ 4.3K) - Official Python client for Elasticsearch. Apache-2
python-bigquery (🥈35 · ⭐ 780) - Google BigQuery API client library. Apache-2
sqlmodel (🥈34 · ⭐ 17K) - SQL databases in Python, designed for simplicity, compatibility, and.. MIT pydantic
MongoEngine (🥈34 · ⭐ 4.3K) - A Python Object-Document-Mapper for working with MongoDB. MIT
AWS Data Wrangler (🥈34 · ⭐ 4K) - pandas on AWS - Easy integration with Athena, Glue,.. Apache-2
Prometheus Client (🥈33 · ⭐ 4.2K) - Prometheus instrumentation library for Python.. Apache-2
SQLAlchemy-Utils (🥈33 · ⭐ 1.3K) - Various utility functions and datatypes for SQLAlchemy. BSD-3
tortoise-orm (🥈32 · ⭐ 5.2K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2
confluent-kafka-python (🥈32 · ⭐ 310) - Confluents Kafka Python Client. Apache-2
s3transfer (🥈32 · ⭐ 230) - Amazon S3 Transfer Manager for Python. Apache-2
mysqlclient (🥈31 · ⭐ 2.5K) - MySQL/MariaDB connector for Python. ❗️GPL-2.0
SQLAlchemy (🥈30 · ⭐ 11K) - The Database Toolkit for Python. MIT
Elasticsearch DSL (🥈30 · ⭐ 3.9K · 📉) - High level Python client for Elasticsearch. Apache-2
Cassandra Driver (🥉29 · ⭐ 1.4K) - DataStax Python Driver for Apache Cassandra. Apache-2
neo4j-driver (🥉29 · ⭐ 980) - Neo4j Bolt driver for Python. Apache-2
pandas-gbq (🥉28 · ⭐ 480) - Google BigQuery connector for pandas. BSD-3
dataset (🥉27 · ⭐ 4.8K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT
libcloud (🥉24 · ⭐ 2.1K) - Apache Libcloud is a Python library which hides differences between.. Apache-2
psycopg3 (🥉20 · ⭐ 2K) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0
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GitHub (👨💻 75 · 🔀 180 · 📋 600 - 7% open · ⏱️ 22.07.2025):
git clone https://github.com/psycopg/psycopg
ODMantic (🥉20 · ⭐ 1.1K · 💤) - Sync and Async ODM (Object Document Mapper) for MongoDB based on.. ISC
prisma (🥉19 · ⭐ 2K) - Prisma Client Python is an auto-generated and fully type-safe database.. Apache-2
Show 20 hidden projects...
- psycopg2 (🥈34 · ⭐ 3.5K) - PostgreSQL database adapter for the Python..
❗️BSD-3-Clause-Attribution - Databases (🥉29 · ⭐ 3.9K · 💀) - Async database support for Python.
BSD-3 - pyodbc (🥉29 · ⭐ 3K · 💤) - Python ODBC bridge.
❗️MIT-0 - Records (🥉26 · ⭐ 7.2K · 💀) - SQL for Humans.
ISC - HappyBase (🥉26 · ⭐ 610 · 💀) - A developer-friendly Python library to interact with Apache HBase.
MIT - gino (🥉25 · ⭐ 2.7K · 💀) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core.
BSD-3 - google-cloud-bigtable (🥉25 · ⭐ 73) - Google Cloud Bigtable API client library.
Apache-2 - mongo-connector (🥉24 · ⭐ 1.9K · 💀) - MongoDB data stream pipeline tools by YouGov (adopted..
Apache-2 - redis-py-cluster (🥉24 · ⭐ 1.1K · 💀) - Python cluster client for the official redis cluster...
MIT - umongo (🥉24 · ⭐ 450 · 💀) - sync/async MongoDB ODM, yes.
MIT - filedepot (🥉20 · ⭐ 160 · 💀) - Toolkit for storing files and attachments in web applications.
MIT - py2neo (🥉19 · ⭐ 30 · 💀) - EOL! Py2neo is a comprehensive Neo4j driver library and toolkit for..
Apache-2 - pyhdb (🥉18 · ⭐ 310 · 💀) - SAP HANA Connector in pure Python.
Apache-2 - db.py (🥉17 · ⭐ 1.2K · 💀) - db.py is an easier way to interact with your databases.
BSD-2 - aioprometheus (🥉17 · ⭐ 180 · 💀) - A Prometheus Python client library for asyncio-based..
MIT - PyMODM (🥉16 · ⭐ 350 · 💀) - A Pythonic, object-oriented interface for working with MongoDB.
Apache-2 - Queries (🥉16 · ⭐ 260 · 💀) - PostgreSQL database access simplified.
BSD-3 - gsheets-db-api (🥉16 · ⭐ 220 · 💀) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets.
MIT - lazydata (🥉15 · ⭐ 620 · 💀) - Lazydata: Scalable data dependencies for Python projects.
Apache-2 - SuperSQLite (🥉13 · ⭐ 720 · 💀) - A supercharged SQLite library for Python.
MIT
Libraries for loading, collecting, and extracting data from a variety of data sources and formats.
Datasets (🥇41 · ⭐ 20K) - The largest hub of ready-to-use datasets for AI models with fast,.. Apache-2
python-magic (🥈31 · ⭐ 2.8K) - A python wrapper for libmagic. MIT
smart-open (🥈30 · ⭐ 3.3K) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT
pandas-datareader (🥈30 · ⭐ 3.1K) - Extract data from a wide range of Internet sources into a.. BSD-3
csvkit (🥈29 · ⭐ 6.2K) - A suite of utilities for converting to and working with CSV, the king of.. MIT
Intake (🥈28 · ⭐ 1K) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2
Singer (🥉21 · ⭐ 1.3K · 💤) - Standard for moving data between databases, web APIs, files,.. ❗️AGPL-3.0
pyexcel-xlsx (🥉21 · ⭐ 120) - A wrapper library to read, manipulate and write data in xlsx and.. BSD-3
rows (🥉19 · ⭐ 880) - A common, beautiful interface to tabular data, no matter the format. ❗️LGPL-3.0
Upgini (🥉17 · ⭐ 340) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3
csvs-to-sqlite (🥉14 · ⭐ 910) - Convert CSV files into a SQLite database. Apache-2
Show 11 hidden projects...
- SDV (🥈32 · ⭐ 3.1K) - Synthetic data generation for tabular data.
❗️SSPL-1.0 - snorkel (🥈28 · ⭐ 5.9K · 💀) - A system for quickly generating training data with weak..
Apache-2 - gdown (🥈28 · ⭐ 4.8K · 💀) - Google Drive Public File Downloader when Curl/Wget Fails.
MIT - PDFMiner (🥉27 · ⭐ 5.3K · 💀) - Python PDF Parser (Not actively maintained). Check out pdfminer.six.
MIT - textract (🥉23 · ⭐ 4.2K · 💀) - extract text from any document. no muss. no fuss.
MIT - img2dataset (🥉23 · ⭐ 4.1K · 💀) - Easily turn large sets of image urls to an image dataset. Can..
MIT - tabulator-py (🥉23 · ⭐ 240 · 💀) - Python library for reading and writing tabular data via streams.
MIT - deepdish (🥉22 · ⭐ 270 · 💀) - Flexible HDF5 saving/loading and other data science tools from the..
BSD-3 - messytables (🥉20 · ⭐ 390 · 💀) - Tools for parsing messy tabular data. This is now superseded by..
MIT - borb (🥉18 · ⭐ 3.5K) - borb is a library for reading, creating and manipulating PDF files..
❗Unlicensed - datatest (🥉18 · ⭐ 290 · 💀) - Tools for test driven data-wrangling and data validation.
Apache-2
Libraries for data batch- and stream-processing, workflow automation, job scheduling, and other data pipeline tasks.
Airflow (🥇49 · ⭐ 42K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2
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GitHub (👨💻 3.8K · 🔀 15K · 📥 630K · 📦 19K · 📋 13K - 12% open · ⏱️ 07.08.2025):
git clone https://github.com/apache/airflow -
PyPi (📦 650 · ⏱️ 06.08.2025):
pip install apache-airflow -
Conda (📥 1.7M · ⏱️ 15.07.2025):
conda install -c conda-forge airflow -
Docker Hub (📥 1.5B · ⭐ 600 · ⏱️ 06.08.2025):
docker pull apache/airflow
Celery (🥇42 · ⭐ 27K) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
Prefect (🥇41 · ⭐ 20K) - Prefect is a workflow orchestration framework for building resilient.. Apache-2
dbt (🥈37 · ⭐ 11K) - dbt enables data analysts and engineers to transform their data using the.. Apache-2
Great Expectations (🥈36 · ⭐ 11K) - Always know what to expect from your data. Apache-2
Kedro (🥈33 · ⭐ 10K) - Kedro is a toolbox for production-ready data science. It uses software.. Apache-2
luigi (🥈31 · ⭐ 18K) - Luigi is a Python module that helps you build complex pipelines of batch.. Apache-2
Activeloop (🥈29 · ⭐ 8.8K) - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use.. Apache-2
streamparse (🥉23 · ⭐ 1.5K · 💤) - Run Python in Apache Storm topologies. Pythonic API, CLI.. Apache-2
PyFunctional (🥉22 · ⭐ 2.5K) - Python library for creating data pipelines with chain functional.. MIT
CocoIndex (🥉21 · ⭐ 2.4K · 🐣) - Data transformation framework for AI. Ultra performant, with.. Apache-2
BatchFlow (🥉21 · ⭐ 200) - BatchFlow helps you conveniently work with random or sequential.. Apache-2
dbnd (🥉18 · ⭐ 270) - DBND is an agile pipeline framework that helps data engineering teams.. Apache-2
Show 17 hidden projects...
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Apache-2 - faust (🥉25 · ⭐ 6.8K · 💀) - Python Stream Processing.
BSD-3 - dpark (🥉21 · ⭐ 2.7K · 💀) - Python clone of Spark, a MapReduce alike framework in Python.
BSD-3spark - bonobo (🥉21 · ⭐ 1.6K · 💀) - Extract Transform Load for Python 3.5+.
Apache-2 - Pypeline (🥉21 · ⭐ 1.6K · 💀) - Concurrent data pipelines in Python .
MIT - spark-deep-learning (🥉20 · ⭐ 2K · 💀) - Deep Learning Pipelines for Apache Spark.
Apache-2spark - Optimus (🥉20 · ⭐ 1.5K · 💀) - Agile Data Preparation Workflows madeeasy with Pandas,..
Apache-2spark - pysparkling (🥉20 · ⭐ 270 · 💀) - A pure Python implementation of Apache Sparks RDD and DStream..
MIT - mrq (🥉18 · ⭐ 880 · 💀) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent.
MIT - riko (🥉16 · ⭐ 1.6K · 💀) - A Python stream processing engine modeled after Yahoo! Pipes.
MIT - Databolt Flow (🥉16 · ⭐ 950 · 💀) - Python library for building highly effective data science..
MIT - Mara Pipelines (🥉15 · ⭐ 2.1K · 💀) - A lightweight opinionated ETL framework, halfway between..
MIT - Botflow (🥉15 · ⭐ 1.2K · 💀) - Python Fast Dataflow programming framework for Data pipeline work(..
BSD-3 - kale (🥉15 · ⭐ 640 · 💀) - Kubeflows superfood for Data Scientists.
Apache-2jupyter - bodywork-core (🥉13 · ⭐ 430 · 💀) - ML pipeline orchestration and model deployments on..
❗️AGPL-3.0 - datajob (🥉13 · ⭐ 110 · 💀) - Build and deploy a serverless data pipeline on AWS with no effort.
Apache-2 - RasgoQL (🥉11 · ⭐ 270 · 💀) - Write python locally, execute SQL in your data warehouse.
❗️AGPL-3.0
XlsxWriter (🥇36 · ⭐ 3.8K) - A Python module for creating Excel XLSX files. BSD-2
typing_inspect (🥉21 · ⭐ 370) - Runtime inspection utilities for Python typing module. MIT
Show 2 hidden projects...
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Apache-2 - entrypoints (🥉21 · ⭐ 75 · 💤) - Discover and load entry points from installed packages.
MIT
more-itertools (🥇37 · ⭐ 3.9K) - More routines for operating on iterables, beyond itertools. MIT
python-dependency-injector (🥈33 · ⭐ 4.5K) - Dependency injection framework for Python. BSD-3
Show 4 hidden projects...
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BSD-3 - retrying (🥉27 · ⭐ 1.9K · 💀) - Retrying is an Apache 2.0 licensed general-purpose retrying..
Apache-2 - pinject (🥉21 · ⭐ 1.3K · 💀) - A pythonic dependency injection library.
Apache-2 - CommonRegex (🥉18 · ⭐ 1.6K · 💀) - A collection of common regular expressions bundled with an easy..
MIT
micropython (🥈36 · ⭐ 21K) - MicroPython - a lean and efficient Python implementation for.. Python-2.0
pyston (🥈22 · ⭐ 2.5K · 💤) - (No longer maintained) A faster and highly-compatible.. Apache-2
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GitHub (👨💻 1K · 🔀 94 · 📥 32K · 📋 110 - 46% open · ⏱️ 12.08.2024):
git clone https://github.com/pyston/pyston
Show 3 hidden projects...
py4j (🥈31 · ⭐ 1.2K) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3
pyscaffold (🥉26 · ⭐ 2.2K · 💤) - Python project template generator with batteries included. MIT
python-mss (🥉24 · ⭐ 1.1K) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
Send2Trash (🥉23 · ⭐ 290) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3
Show 8 hidden projects...
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BSD-3 - keyboard (🥉29 · ⭐ 3.9K · 💀) - Hook and simulate global keyboard events on Windows and Linux.
MIT - pluginbase (🥉23 · ⭐ 1.1K · 💀) - A simple but flexible plugin system for Python.
BSD-3 - powerline-shell (🥉22 · ⭐ 6.3K · 💀) - A beautiful and useful prompt for your shell.
MIT - catalogue (🥉22 · ⭐ 180 · 💀) - Super lightweight function registries for your library.
MIT - pyscreenshot (🥉21 · ⭐ 510 · 💀) - Python screenshot library, replacement for the Pillow..
BSD-2 - macropy (🥉20 · ⭐ 3.3K · 💀) - Macros in Python: quasiquotes, case classes, LINQ and more!.
MIT - openpyxl (🥉18 · ⭐ 7) - A Python library to read/write Excel 2010 xlsx/xlsm files.
MIT
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