> ## Documentation Index
> Fetch the complete documentation index at: https://docs.validio.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Changelog 7.6

> Validio 7.6 introduces on-demand data profiling and sampling.

## Data profiling & sampling

![Schema & Profiling tab with data profiling settings](https://mintcdn.com/validio/30m58lWK6Ph-vklQ/images/changelogs/760-data-profiling.png?fit=max\&auto=format\&n=30m58lWK6Ph-vklQ\&q=85\&s=3f96a1bc9b0afe28f28c6e3a85cd25ba)

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](https://docs.validio.io/docs/schema-and-profiling.md) 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](https://docs.validio.io/docs/schema-and-profiling/data-profiling.md) 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](https://docs.validio.io/docs/schema-and-profiling/data-sampling.md) in our product documentation.

**7.6.1**

### Deprecations and removals

* Removed mention of the Algorithm field when displaying configuration details for dynamic thresholds (UI-5460)

### Fixed issues

* Resolved an issue where user creation failed with a `namespace default not found` error (UI-5876)
* Resolved issues to improve recommendations (UI-5830(

### Features and updates

* Added PostHog metrics to track threshold creation (UI-5592)

**7.6.0**

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 and 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)