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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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