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All GA Preview Behavior change Deprecation Update

26 releases of 1348

Last updated 16 hours ago

Release					Date
Data Classification now scans Unity Catalog views (Beta) Scans Unity Catalog views in addition to tables, using the same detection engine, and is currently in Beta. #Data Classification #Unity Catalog	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Unknown on SAP	Sep 15, 2026
Custom trace views in the MLflow trace explorer are in Beta Genie generates views based on plain language descriptions, surfacing relevant trace fields and metrics. #Gen AI #MLflow	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Unknown on SAP	Aug 12, 2026
Environment variables for serverless jobs are in Beta Requires workspace admin to enable from Previews page. #Data Engineering	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Unknown on SAP	Aug 3, 2026
MLflow trace storage in Unity Catalog is now generally available Stores traces in OpenTelemetry format with unlimited storage and SQL query access. #MLflow #Unity Catalog	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Jul 16, 2026
Scala and Java UDFs in Unity Catalog are now generally available Reuses existing JVM logic, offers better performance than Python UDFs. #Data Engineering	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	On SAP, read it on their docs	Jul 16, 2026
Data Classification is now available by default for additional compliance standards Requires compliance security profile with C5, TISAX, or IRAP controls. #Data Classification #Unity Catalog	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	On SAP, read it on their docs	Jul 15, 2026
Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
Object metadata column is now in Public Preview Exposes object properties like MIME type and tags, available in Databricks Runtime 18.1. #Data Engineering	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Jul 8, 2026
MySQL integrated CDC pipeline is now in Beta Replaces separate ingestion gateway, requires single pipeline update. #Data Engineering	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Jul 1, 2026
Parquet v2 for Delta Lake tables is generally available Requires Databricks Runtime 18.1 and above, set delta.parquet.format.version to 2.12.0. #Data Engineering	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	On SAP, read it on their docs	Jun 29, 2026
Data Classification is now available by default for some workspaces with the compliance security profile enabled Requires compliance security profile and specific controls like HIPAA or HITRUST. #Data Classification #Unity Catalog	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	On SAP, read it on their docs	Jun 23, 2026
AUTO CDC flows for streaming tables in Databricks SQL are generally available Automatically handles out-of-order records as SCD type 1 or 2, replacing complex MERGE INTO logic. #Data Engineering #Databricks SQL	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Jun 15, 2026
Auto time-to-live for automatic row deletion is generally available Deletes rows from Delta Lake, Iceberg, and streaming tables based on a DATE or TIMESTAMP column. #Data Engineering	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	On SAP, read it on their docs	Jun 12, 2026
Converting a partitioned table to liquid clustering is generally available Uses ALTER TABLE command, requires Databricks Runtime 18.1 or above. #Data Engineering	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	On SAP, read it on their docs	Jun 12, 2026
Lakehouse Replay (Beta) Automatically replays serverless workloads against upcoming runtime releases. Requires no setup. #Data Engineering #Databricks SQL	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Jun 10, 2026
Reorganized Spark Declarative Pipelines on Lakeflow documentation Conceptual topics are now under Concepts. #Documentation #Lakeflow	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Jun 9, 2026
Customer-managed keys now support MLflow managed evaluation features Supports MLflow 3 scorers and requires non-CMK encrypted catalog. #MLflow #Security	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	May 19, 2026
MLflow trace storage in Unity Catalog is now in Public Preview Stores OpenTelemetry traces, governed by Unity Catalog permissions, queryable from Databricks SQL or MLflow Python SDK. #MLflow #Unity Catalog	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Apr 30, 2026
Spark Declarative Pipelines on Lakeflow updates are retained for 60 days Retention period increased from 30 to 60 days, applying to UI and REST API updates. #Data Engineering	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Apr 28, 2026
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Databricks Data Classification is now GA Automatically classifies and tags sensitive data in Unity Catalog using AI. #Data Classification #Unity Catalog	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Apr 20, 2026
Upcoming breaking change: default behavior when deleting a Unity Catalog pipeline Coming soon Deletes now retain associated tables by default, set cascade=true to remove them. #API #Lakeflow	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Apr 9, 2026
Databricks Documentation site table of contents tabs Replaces static sidebar with tabbed navigation, includes 6 context tabs. #Documentation	On AWS, read it on their docs	Not on Azure	On GCP, read it on their docs	Not on SAP	Mar 31, 2026
SQL alert task for jobs (Beta) Evaluates SQL alerts as part of workflows, enabling automated condition checks and notifications. #Data Engineering #Data Warehousing	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Mar 19, 2026
Change to use_case field in VPC endpoint API responses Coming soon Changes from WORKSPACE_ACCESS to GENERAL_ACCESS, see API docs for details. #API	On AWS, read it on their docs	Not on Azure	On GCP, read it on their docs	Unknown on SAP	Feb 24, 2026
Store and query MLflow traces in Unity Catalog (Beta) Stores MLflow traces in Delta tables for long-term retention and analysis using OpenTelemetry format. #Gen AI #MLflow	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Unknown on SAP	Jan 26, 2026
Data Classification (Public Preview) Supports all catalog types, consolidates results into a system table. #Data Classification	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Unknown on SAP	Oct 13, 2025
Data classification system table Beta Captures sensitive data detections at column level across enabled catalogs. #Data Classification	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Unknown on SAP	Sep 30, 2025

Data Classification now scans Unity Catalog views (Beta)
Scans Unity Catalog views in addition to tables, using the same detection engine, and is currently in Beta.

#Data Classification #Unity Catalog

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(unknown) Sep 15, 2026
Custom trace views in the MLflow trace explorer are in Beta
Genie generates views based on plain language descriptions, surfacing relevant trace fields and metrics.

#Gen AI #MLflow

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(unknown) Aug 12, 2026
Environment variables for serverless jobs are in Beta
Requires workspace admin to enable from Previews page.

#Data Engineering

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(unknown) Aug 3, 2026
MLflow trace storage in Unity Catalog is now generally available
Stores traces in OpenTelemetry format with unlimited storage and SQL query access.

#MLflow #Unity Catalog

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jul 16, 2026
Scala and Java UDFs in Unity Catalog are now generally available
Reuses existing JVM logic, offers better performance than Python UDFs.

#Data Engineering

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docs SAP, read it on their docs Jul 16, 2026
Data Classification is now available by default for additional compliance standards
Requires compliance security profile with C5, TISAX, or IRAP controls.

#Data Classification #Unity Catalog

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docs SAP, read it on their docs Jul 15, 2026
Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
Object metadata column is now in Public Preview
Exposes object properties like MIME type and tags, available in Databricks Runtime 18.1.

#Data Engineering

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jul 8, 2026
MySQL integrated CDC pipeline is now in Beta
Replaces separate ingestion gateway, requires single pipeline update.

#Data Engineering

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jul 1, 2026
Parquet v2 for Delta Lake tables is generally available
Requires Databricks Runtime 18.1 and above, set delta.parquet.format.version to 2.12.0.

#Data Engineering

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docs SAP, read it on their docs Jun 29, 2026
Data Classification is now available by default for some workspaces with the compliance security profile enabled
Requires compliance security profile and specific controls like HIPAA or HITRUST.

#Data Classification #Unity Catalog

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docs SAP, read it on their docs Jun 23, 2026
AUTO CDC flows for streaming tables in Databricks SQL are generally available
Automatically handles out-of-order records as SCD type 1 or 2, replacing complex MERGE INTO logic.

#Data Engineering #Databricks SQL

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jun 15, 2026
Auto time-to-live for automatic row deletion is generally available
Deletes rows from Delta Lake, Iceberg, and streaming tables based on a DATE or TIMESTAMP column.

#Data Engineering

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docs SAP, read it on their docs Jun 12, 2026
Converting a partitioned table to liquid clustering is generally available
Uses ALTER TABLE command, requires Databricks Runtime 18.1 or above.

#Data Engineering

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docs SAP, read it on their docs Jun 12, 2026
Lakehouse Replay (Beta)
Automatically replays serverless workloads against upcoming runtime releases. Requires no setup.

#Data Engineering #Databricks SQL

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jun 10, 2026
Reorganized Spark Declarative Pipelines on Lakeflow documentation
Conceptual topics are now under Concepts.

#Documentation #Lakeflow

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jun 9, 2026
Customer-managed keys now support MLflow managed evaluation features
Supports MLflow 3 scorers and requires non-CMK encrypted catalog.

#MLflow #Security

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) May 19, 2026
MLflow trace storage in Unity Catalog is now in Public Preview
Stores OpenTelemetry traces, governed by Unity Catalog permissions, queryable from Databricks SQL or MLflow Python SDK.

#MLflow #Unity Catalog

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Apr 30, 2026
Spark Declarative Pipelines on Lakeflow updates are retained for 60 days
Retention period increased from 30 to 60 days, applying to UI and REST API updates.

#Data Engineering

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Apr 28, 2026
Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
Databricks Data Classification is now GA
Automatically classifies and tags sensitive data in Unity Catalog using AI.

#Data Classification #Unity Catalog

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Apr 20, 2026
Upcoming breaking change: default behavior when deleting a Unity Catalog pipeline Coming soon
Deletes now retain associated tables by default, set cascade=true to remove them.

#API #Lakeflow

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Apr 9, 2026
Databricks Documentation site table of contents tabs
Replaces static sidebar with tabbed navigation, includes 6 context tabs.

#Documentation

AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(not on this cloud) Mar 31, 2026
SQL alert task for jobs (Beta)
Evaluates SQL alerts as part of workflows, enabling automated condition checks and notifications.

#Data Engineering #Data Warehousing

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Mar 19, 2026
Change to use_case field in VPC endpoint API responses Coming soon
Changes from WORKSPACE_ACCESS to GENERAL_ACCESS, see API docs for details.

#API

AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown) Feb 24, 2026
Store and query MLflow traces in Unity Catalog (Beta)
Stores MLflow traces in Delta tables for long-term retention and analysis using OpenTelemetry format.

#Gen AI #MLflow

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(unknown) Jan 26, 2026
Data Classification (Public Preview)
Supports all catalog types, consolidates results into a system table.

#Data Classification

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(unknown) Oct 13, 2025
Data classification system table Beta
Captures sensitive data detections at column level across enabled catalogs.

#Data Classification

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(unknown) Sep 30, 2025

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