sqlmesh
https://github.com/tobikodata/sqlmesh
Python
Efficient data transformation and modeling framework that is backwards compatible with dbt.
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- Issues
- Table reference with the same name as a preceding CTE are missed from dependencies
- Base engine adapter's merge method does not support `WHEN NOT MATCHED BY SOURCE` in Databricks
- Spark Engine using Glue catalog with iceberg on S3, does not support views, virtual data env
- Support dbt-native unit tests within dbt adaptor
- Tests (DuckDB error) - Malformed JSON at byte 0 of input
- Iceberg Catalog Type Mismatch Issue with "drop_data_object_on_type_mismatch"
- Spark Engine using HMS with virtual_environment_mode as dev_only failed to create dev env after prod with >1 models
- Spark 4+ fails to load gateway via UI
- Spark using HMS on iceberg tables - downstream tables are not replaced in virtual envs
- Default sampling for plan/evaluate
- Docs
- Python not yet supported