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Add Soda Core quality checks for dbt models #6

@kiyeonjeon21

Description

@kiyeonjeon21

Priority: P1

stacks/quality/soda/checks/ is empty. Create Soda check YAML files that validate the dbt mart tables.

What to do

  • Create checks/marts.yml with checks for each mart table
  • Create checks/staging.yml for staging views
  • Configure configuration.yml pointing to shared PostgreSQL
  • Document how to run scans

Acceptance criteria

  • docker compose exec ds-soda soda scan passes all checks
  • At least 10 checks across 4+ tables
  • Covers: row_count, no duplicate PKs, not null, numeric ranges

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