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Awesome List
The definitive list that answers "I want to do X in Python, which tool should I use?"
GitHub stars and default-branch commits for vinta/awesome-python.
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Apache Spark - A unified analytics engine for large-scale data processing
DuckDB is an analytical in-process SQL database management system
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
SQL databases in Python, designed for simplicity, compatibility, and robustness.
The Database Toolkit for Python
Rich MySQL Terminal Client with AutoCompletion, Syntax Highlighting, and Dataframes
An open source multi-tool for exploring and publishing data
Modin: Scale your Pandas workflows by changing a single line of code
the portable Python dataframe library
Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.
A non-validating SQL parser module for Python
chDB is an in-process OLAP SQL Engine 🚀 powered by ClickHouse
Jet Admin – No-code Business App builder