sqlmesh
https://github.com/tobikodata/sqlmesh
Python
Efficient data transformation and modeling framework that is backwards compatible with dbt.
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- Issues
- Changing `start` to older date can lead to out-of-order execution & miss intervals
- Update `merge` strategy for duckdb
- Improve error message for seed models with invalid model definitions
- table_diff: Only show a sample for columns that actually changed
- Clarify preview backfills in explained plan
- Setting Cron schedule to `* * * * *` breaks project
- Column descriptions don't pick up variables
- sqlmesh format requires DB connection
- Databricks Connect requires static access_token; no supported OAuth client-credentials auto-refresh for CI / Long runs
- Non-deterministic row ordering in CTE output causes inconsistent test results
- Docs
- Python not yet supported