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Tools & Frameworks

Frameworks

Name Purpose Description Quick Install
loguru Logging A Python logging library which is simple, fast and extensible pip install loguru
cuallee Data Quality DataFrame-Agnostic Quality Check pip install cuallee
great_expectations Data Quality Data Quality Framework pip install great_expectations
pydantic Data Validation Data Validation Framework pip install pydantic
duckdb Analytical Processing a fast in-process database system pip install duckdb
daft Analytical Processing Unified Engine for Data Analytics, Engineering & ML/AI pip install daft
polars Analytical Processing DataFrame-Agnostic Query Language pip install polars
deltalake Open Table Format Delta Lake pip install deltalake
dlt Data load tool makes data loading easy pip install dlt

Tools

Name Purpose Description
eraser.io Drawing AI for technical design and documentation
Excalidraw Drawing Drawing Tool
draw.io Drawing Drawing Tool
pendulumn Date and Time Python datetimes made easy
Databricks Spark Databricks Free Edition