Transformation Python Packages

sqlmesh

Scalable and efficient data transformation framework - backwards compatible with dbt.

mage-ai

🧙 Build, run, and manage data pipelines for integrating and transforming data.

sweden-crs-transformations

Python library for transformation of geographic coordinates between WGS84 and the Swedish coordinate reference systems SWEREF99 and RT90

pyaf

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

tikray

A compact data transformation engine.

lightgbm-transform

Transformation library for LightGBM

dbt-firebolt

The dbt adapter for Firebolt

spydrnet

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

wrangle

Prepare scientific data with native Polars, YAML protocols, a readable CLI and reproducible evidence.

mqttwarn

A highly configurable MQTT message router, where the routing targets are notification plugins, primarily written in Python.

signal-transformation

Widely used signal transformation using TensorFlow API.

conaction

A package for studying how things change together.

anovos

Anovos - An Open Source Library for Scalable feature engineering Using Apache-Spark

textflint

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

pdfsyntax

A Python library to inspect and modify the internal structure of a PDF file

pymapme

Transform Pydantic models from one structure to another with declarative field mapping.

flatforge

A generic, modular, and extensible library to validate flat files of fixed length or delimited format. It can be used programmatically or on terminal via the CLI interface.

morphql

Transform data with queries

kaiba

Kaiba is No-Code Configurable JSON data transformation

objectron

A powerful Python package for transforming and tracking object references.

transformation-algebra

Describe processes as type transformations, with inference that supports subtypes and parametric polymorphism. Create and query corresponding transformation graphs.

swissreframe

Python interface for the official swisstopo's REFRAME jar library

pychubby

Automated face warping tool.

sqlmesh-cube

Scalable and efficient data transformation framework - backwards compatible with dbt.