sqlmesh
https://github.com/tobikodata/sqlmesh
Python
Efficient data transformation and modeling framework that is backwards compatible with dbt.
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- Issues
- [Fabric/TSQL] Removed models persist in state snapshot when using `virtual_environment_mode = "dev_only"`
- [Fabric] get_current_catalog() performs unnecessary DB round-trips in set_current_catalog()
- BigQuery `JSON_KEYS` transpiles to `J_S_O_N_KEYS_AT_DEPTH` in DuckDB (missing generator transform)
- fix: prioritize @EACH lambda params over column name conflicts
- Feature request: Blueprinted names for the columns with a Python data frame model.
- VSCode Extension: SQLMesh LSP crashes on startup: ImportError: cannot import name 'WorkspaceDiagnosticRefreshRequest' with lsprotocol 2025.x
- Model is missing but sqlmesh plan/run is successful
- SourceConfig.canonical_name() fails with ValueError: too many values to unpack for source identifiers containing dots
- Models with custom materialization cannot be deleted
- Fix MySQL DELETE using CONCAT_WS preventing index usage
- Docs
- Python not yet supported