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.

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.

10.0.0

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)