Soda Agent - Release notes

Review release notes for Soda Agent, a Helm chart for deployment on EKS clusters.

v4 initial release

^{01 September, 2025}

• Introduced automatic partition column detection.

  • Based on warehouse metadata.

  • Based on data patterns.

• Introduced support for metric monitoring (both dataset- and column-level monitors).

  • Group column-level monitor by any column to get insights per segment.

  • Configurable threshold strategy, exclusion values and sensitivity.

  • Support for user feedback to flag anomalies & improve algorithm performance.

  • Support for configurable frequencies.

    • Supported frequencies: hourly, two-hourly, three-hourly, four-hourly, six-hourly, eight-hourly, 12-hourly, daily, weekly.

  • Available on supported data sources:

    • Athena, Bigquery, Databricks, Fabric, Postgres, Redshift, Snowflake, SQL Server, Synapse.

• Introduced sampling strategy for dataset profiling.

  • You can now choose between the top 1,000,000 rows or the last 30 days of data (based on partition column).

• Increased default resource limits to meet increased demand for metric monitoring features.

  • Requests

    • CPU: 250m (unchanged)

    • Memory: 250 MiB → 500 MiB

  • Limits

    • CPU: 250m → 500m

    • Memory: 250 MiB → 750 MiB