Zero-config data quality monitoring for dbt projects. pytest for your data.
Project description
dqmon
Zero-config data quality monitoring for dbt projects. pytest for your data.
pip install dqmon
dqmon init # auto-detect dbt project
dqmon check # run quality checks
dqmon report # generate quality report
What it checks
- Model documentation coverage
- Column documentation coverage
- Test coverage (not_null, unique on primary keys)
- Source freshness configuration
- Naming conventions (stg_/int_/fct_/dim_ prefixes)
- Orphan models (potential dead code)
- Materialization sanity checks
Zero config required
dqmon reads your existing target/manifest.json — no additional YAML, no new config files, no account needed.
License
MIT
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