Python Transformation

Open-source Python projects categorized as Transformation
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Topics: Python Transformations ETL SQL elt
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Top 5 Python Transformation Projects

  • Mage

    🧙 The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai

    • Project mention: FLaNK AI-April 22, 2024 | dev.to | 2024-04-22

  • sqlmesh

    Efficient data transformation and modeling framework that is backwards compatible with dbt.

    • Project mention: Launch HN: Serra (YC S23) – Open-source, Python-based dbt alternative | news.ycombinator.com | 2023-08-14

    There is also sqlmesh (https://sqlmesh.com/). Pretty new as well. It introduces some interesting concepts. For smaller dbt projects it could be a drop-in replacement as it allows importing dbt projects.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • pelorus

    Automate the measurement of organizational behavior

  • stargan2

    StarGAN2 for practice

  • spydrnet

    A flexible framework for analyzing and transforming FPGA netlists. Official repository.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Transformation related posts

  • How to Run stargan2 on Google Colab

    2 projects | dev.to | 20 Jul 2021

  • Composable, first-order file-to-file transformations in Python

    2 projects | /r/Python | 29 Dec 2020

  • TinyBaker: Composable, first-order file-to-file transformations in Python

    1 project | news.ycombinator.com | 29 Dec 2020

Index

What are some of the best open-source Transformation projects in Python? This list will help you:

Project Stars
1 Mage 7,050
2 sqlmesh 1,281
3 pelorus 231
4 stargan2 92
5 spydrnet 79

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