Top 3 Python change-data-capture Projects

airbyte

139 13,923 10.0 Python

The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.

Project mention: Launch HN: Bracket (YC W22) – Two-Way Sync Between Salesforce and Postgres | news.ycombinator.com | 2023-12-12

I'l also give a shout-out to Airbyte (https://airbyte.com/), with which I've had some limited success with integrating Salesforce to a local database. The particular pull for Airbyte is that we can self-host the open source version, rather than pay Fivetran a significant sum to do this for us.
It's an immature tool, so I don't yet know that I can claim we've spent _less_ than Fivetran on the additional engineering and ops time, but it feels like it has potential to do so once stabilized.

pgsync

1 1,053 7.5 Python

Postgres to Elasticsearch/OpenSearch sync (by toluaina)
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
django-multiple-schemas

1 10 0.0 Python

Sample project that describes how you can handle schema within your Django application.

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).