Data Migration Python Packages

veridelta

Compare two datasets on their primary keys under rules you declare, on a laptop, in CI, or inside a warehouse.

agefreighter

Validated, resumable graph migration into Apache AGE

rowproof

Prove a database migration or replication didn't lose, add or change a single row. Postgres, ClickHouse, Snowflake.

django-maintenance-tasks

Pausable, resumable, throttled data backfills for Django, built on django.tasks

sqlite2duckdb

Convert a SQLite database into a DuckDB database — tables, indexes and views, in one command

goe-framework

GOE: a simple and flexible way to copy data from an Oracle Database to Google BigQuery.

csv-cdc

A high-performance Change Data Capture (CDC) tool for comparing CSV files and detecting differences. Built with Python and optimized for speed using Polars, NumPy, and xxHash.

slack-chat-migrator

Slack to Google Chat Migration Tool

reconlify-cli

Local-first CLI for semantic data reconciliation with YAML rules and JSON reports.

sqlacrossover

SQLAlchemy-based cross-database migration tool

kraken-pyds

Kraken - A distributed data transfer tool.

tanit

Kraken - A distributed data transfer tool.