sqlmesh
https://github.com/tobikodata/sqlmesh
Python
Efficient data transformation and modeling framework that is backwards compatible with dbt.
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- Issues
- [Bug] No column lineage available using Postgres and DBT
- [request] support adding index on incremental models
- Postgres: GENERATED ALWAYS
- Add apply command (similar how terraform works)
- psycopg2.errors.DependentObjectsStillExist - HINT: Use DROP ... CASCADE to drop the dependent objects too.
- `UUID` data type seems unsupported when using ClickHouse as connection
- Support multiple schedules in yaml config
- Using `dbt_utils.star` in dbt model seems to break column lineage in sqlmesh ui
- Feature: Allow setting the project path in an environment variable
- Nesting errors due to `external_models.yaml`: Difficult to debug
- Docs
- Python not yet supported