soda-core
CommunityImplement data quality gates with SodaCL.
Data & Analytics#data quality#schema validation#dbt integration#data quality gates#airflow integration#sodacl#freshness checks
Authorivanshamaev
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Data pipelines often silently produce bad, incomplete, stale, or schema-violating data, and teams need a reliable way to detect and stop downstream failures early.
Core Features & Use Cases
- SodaCL data quality checks: Define validations for nulls (missing), invalid values, duplicates, freshness/SLA, schema expectations, referential integrity, and numeric anomaly metrics.
- Adapter-based configuration: Run the same checks against PostgreSQL, Spark, ClickHouse, Trino, and BigQuery using a configuration.yml data source.
- Operational integration: Execute scans via CLI or embed them as an Airflow task; optionally complement or ingest with dbt workflows.
Quick Start
Use the soda-core skill to scan silver/orders with SodaCL checks by running: soda scan -d postgres_prod -c soda/configuration.yml soda/checks/silver_orders.yml
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: soda-core Download link: https://github.com/ivanshamaev/de-agent-skills/archive/main.zip#soda-core Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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