data version control / versioned SQL database
Dolt is a MySQL-compatible SQL database that adds Git-like versioning (branch, merge, clone, push, pull) for schema and data.
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
Choose it instead of Dolt when your versioned data is primarily geospatial and you want native GDAL/OGR workflows rather than a MySQL-compatible server.
Distributed version-control for geospatial and tabular data
Choose it for very large or mixed data repositories where Dolt's SQL-table store adds unnecessary overhead.
Lightning fast data version control system for large repositories of data. Feels like git, pushes and pulls like oxen.
Choose it to version ML models and pipeline artifacts alongside Git; Dolt is a standalone SQL database rather than an ML workflow layer.
🦉 Data Versioning and ML Experiments
These projects were analysed and named dolt among their alternatives. The relationship is not symmetric — how dolt rates them is a separate judgement, made when dolt is analysed in its own right.
calls dolt “MySQL-compatible relational database with Git-like versioning; choose when you need branch/merge/fork data workflows instead of standard server storage.”
MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable, and sanely licensed open SQL server in the industry.