Validio 10.0 introduces improved seasonality tracking, lineage support for SAP IQ, and API updates.

SAP IQ: Data Lineage Support

You can now build data lineage for SAP IQ. Because SAP IQ stores its query logs as files on disk rather than exposing them through the database, Validio derives lineage by reading those query log files from an S3-compatible object storage location where SAP IQ writes them.

SAP IQ credential configuration for query log storage

To enable it, toggle Configure query log storage on your SAP IQ credential and provide read access to the object storage. Validio then populates SAP IQ assets and their relationships on the Catalog and Lineage pages.

Query log storage is optional — without it, SAP IQ schema inference and validation work exactly as before. For more information, see SAP IQ integration.

Smart Seasonality Tracking for Subdaily Windows

Validators on subdaily windows now automatically estimate day-of-week patterns. Once sufficient historical data accumulates, the system seamlessly transitions to models tailored for longer seasonalities — resulting in tighter bounds and fewer false positives for subdaily metrics with weekly variation. Additionally, the updated change point detection algorithm now recognizes weekly recurrence, enabling faster adaptation to recurring weekly anomalies.

For more information, see Dynamic Thresholds.

10.0.1

Fixed Issues

Allow reference window offset to be set to 0 (UI-6829)
Fixed missing localization strings in the schema-change banner after editing a custom SQL source (UI-6834)
Fixed schema update that could send an inverse schema diff and wipe source columns (UI-6838)
Fixed dual metrics for the global window count validator on Oracle (VR-5655)
Fixed lineage “Convert to source” offering the wrong namespace credential when a credential is duplicated across namespaces (UI-6769)
Incident status updates are now captured in the Activity log (UI-6812)
Fixed long SQL lines being clipped in the validator activity diff (UI-6840)

Features & Updates

Standardized creation actions across the product to use “New” (instead of mixing “Create” / “Add”) (UI-6586)
Improved SQL rendering in the activity log with syntax-highlighted code blocks (UI-6820)
Bulk update of Critical fields (UI-6622)
Support IdP-initiated SAML SSO at the shared assertion-consumer endpoint (UI-6857)

10.0.0

Deprecations & Removals

API - Removed non-oneOf CRUD mutations deprecated in 7.5 (UI-6493)
API - Removed deprecated lookbackDays source fields (UI-5875)
API - Removed deprecated Databricks accessToken from public API (UI-6194)

Fixed Issues

Filter duplicate debug queries to actual duplicates (VR-5600)
Use UTF-8 when fetching data from OpenEdge (VR-5641)
Fixed Teradata catalog errors caused by permission issues (VR-5657)

Features & Updates

Implemented dynamic threshold models around longer buffers (AL-712)
Render detailed validator update activities (UI-6654)
Added dynamic threshold model changes to the metric graph (UI-6497)
Added query log storage configuration to the SAP IQ credential (VR-5530, UI-6723)
Include generic catalog asset name in search results (VR-5647)
Made Snowflake API configurable for lineage (VR-5656)
Manage glossary term from details page (UI-6753)
Show asset and field location in glossary find matches results (UI-6756)
Show linked validators and coverage gaps per data quality dimension (UI-6755)
Added show/hide actions on table columns for validators and sources (UI-6576)
Added View asset lineage button to glossary term page (UI-6754)