Soda Core
Data quality testing framework
Data Quality
Open Source
Free
#56 Ranked
Caters to: Free tier available
Soda Core is an open-source framework for data quality testing. Write data quality checks in YAML and integrate with your data pipeline to ensure data reliability.
Key Features
AI Search
Data Lineage
Data Governance
Collaboration
RBAC
PII Detection
Data Quality
Metadata Automation
Version Control
Notable Features
- YAML-based tests
- SQL-like syntax
- Data profiling
- Anomaly detection
- Pipeline integration
Use Cases
Data pipeline testing
Data quality monitoring
Automated data validation
CI/CD integration
What Makes Soda Core Special
Soda Core offers a simple, SQL-like syntax for data quality testing that integrates seamlessly with modern data pipelines and CI/CD workflows.
Integrations
Python
SQL
Snowflake
BigQuery
Redshift
Airflow
dbt
Pros & Cons
Pros
- Simple YAML syntax
- SQL-like interface
- Pipeline integration
- Open source
- Easy to adopt
Cons
- Limited advanced features
- Newer platform
- Less mature ecosystem
- Basic reporting
Quick Actions