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Changelog 7.6

February 10th, 2026 by Sophy Ting

Validio 7.6 introduces on-demand data profiling and sampling.

Data Profiling & Sampling

Schema & Profiling tab with data profiling settings

You can now profile and sample data directly from the Schema & Profiling tab on any source or catalog asset, giving you deeper visibility into your data before configuring validators. See Schema & Profiling Tab in our product documentation.

Data Profiling

Run on-demand statistical analysis of your source fields to understand value distributions and data quality. Click Profile data from the Schema & Profiling tab to get inline metrics for each field.

You can scope profiling runs by selecting specific fields, setting a row limit, adjusting the sampling percentage for tables, and using partition filters to target recent data. The profile results are specific to the data type of each field, for example: min and max for integers, versus cardinality for strings.

See Data Profiling in our product documentation.

Data Sampling

Preview a tabulated sample of rows from your source to inspect actual values and verify data patterns. Click Sample data to configure and load a sample with control over fields, row limits, sampling percentage, and partition filters. An auto-generated SQL query is included in the dialog, which you can edit directly for more control.

See Data Sampling in our product documentation.

7.6.0

Validio 7.6.0 was released on 20 February 2026.

Fixed Issues

  • Fixed an issue to ensure that duplicated comments do not occur when syncing between ServiceNow and Validio (VR-5183)
  • Fixed issues with creating segmentation under certain conditions (UI-5729)
  • Fixed issues with failing catalog jobs in Sigma (VR-5204)
  • Fixed issues with fetching fusion artifacts in dbt Cloud (VR-5203)
  • Fixed filtering index for source validator listing (UI-5863)
  • Fixed issues on Workspace pages (UI-5859)
  • Added support for inferring Redshift late binding views (VR-5208)
  • Added support for Redshift external tables (VR-5210)

Features & Updates

  • Added new Schema & Profiling tab for sources and catalog assets, including sampling and profiling capabilities (UI-5725)
  • Added score-based timestamp selection and multi-window recommendations (UI-5840)
  • Added support for tags to ServiceNow integration (VR-5193)
  • Redesigned the validators lists to use new saved views and filters (UI-5762)
  • Refactored the cadence estimation logic for cron-based windows to prevent gaps in poll schedules (AL-627)
  • Improved freshness models memory for longer seasonalities (AL-650)
  • Unify volume validator source_field into source_fields in GraphQL (VR-5197)
  • Enabled GC artifact retention policy (VR-5177)
  • Improved performance of API requests in the client (UI-5823)