sqlmesh
https://github.com/tobikodata/sqlmesh
Python
Efficient data transformation and modeling framework that is backwards compatible with dbt.
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- Issues
- Better Lineage UX
- Indirectly caused schema changes result in confusingly reporting direct modifications
- Audits run sequentially for a single model
- Cannot use existing schemas for virtual and physical layer in Snowflake using duckdb dialect
- Supporting generic physical catalog/schema mapping
- Unit Test and create_test not working for Snowpark models
- Unable to specify NOT NULL constraint for columns (AWS Redshift)
- SCD Type 2 Snowpark upsert query not optimized
- Python Standard Library not working well with SQLMesh Python models
- Add --ignore-warnings as config option
- Docs
- Python not yet supported