sqlmesh
https://github.com/tobikodata/sqlmesh
Python
Efficient data transformation and modeling framework that is backwards compatible with dbt.
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- Issues
- Race Condition in Virtual Layer Update
- @SAFE_SUB gets optimized during model rendering, causing improper calculations
- Metadata changes to MVs cause downtime in prod
- Allow partition copying behavior for model kind INCREMENTAL_BY_TIME_RANGE (BigQuery)
- user impersonation on BigQuery
- Cannot drop column / column not found when column does exist
- [request]: add relative time macros
- quoting parameters in ALTER SESSION SET for Snowflake is illegal syntax.
- [request]: use dateparser search_dates for start and end dates
- Support pg_lake
- Docs
- Python not yet supported