Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
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Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
A lightweight opinionated ETL framework, halfway between plain scripts and Apache Airflow
Clean APIs for data cleaning. Python implementation of R package Janitor
Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!
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Data ingestion engine — Singer taps to Parquet in cloud buckets