Amazon EMR now supports native data quality checks in Apache Spark jobs
UpdateyesterdayUnverifiedAdded Oct 13, 2026
Amazon EMR now validates data quality natively within Apache Spark jobs. Data engineering teams can catch quality issues inline before bad data reaches downstream systems, without building or maintaining separate validation infrastructure.
Topics: Streaming, Governance, Pricing, Data integration, Apache Iceberg
More AWS Glue and Lake Formation releases
Every AWS Glue and Lake Formation releaseAWS Glue Data Catalog now supports table optimization, statistics, and crawlers for Apache Iceberg V3
AWS Glue Data Catalog now supports table optimization, statistics, and crawlers for Apache Iceberg Version 3 (V3) tables. With these new capabilities, you can automatically maintain V3 tables, optimize them for query performance, and discover them in Amazon S3.
Apache Iceberg materialized views now support system-managed write protection
Today, AWS announces system-managed materialized views for Apache Iceberg. Materialized views let you precompute an expensive query once and reuse the result across engines. Because this result is an open Iceberg table in your data lake, anyone with write access can change it, either through the catalog or by writing to the files in Amazon S3.
AWS Glue Data Quality delivers context-specific rule recommendations in seconds
AWS Glue Data Quality now generates data quality rules in seconds, reducing the time to establish data quality checks for your tables in the AWS Glue Data Catalog. You get a ready-to-use set of rules with full coverage across every column, with no manual setup, so you can move from raw data to trusted data faster while authoring pipelines.
AWS Glue zero-ETL now captures archived Salesforce records
AWS Glue zero-ETL integrations for Salesforce now capture archived records in your target tables, giving you a complete replica of your Salesforce data for analytics and reporting. Archived records are identified and reflected accurately through the isArchived field, so your analytical data stays fully in sync with your Salesforce source.
AWS Glue zero-ETL adds target table property ownership and conflict detection
AWS Glue zero-ETL integrations now detect table property conflicts and track integration ownership. When you configure a source table and target catalog, Glue associates the resulting table properties with the owning integration, so two integrations can no longer be pointed at the same target table without your knowledge.
AWS Glue 6.0 now available with 30% lower price and full Apache Iceberg v3 support
Today, we are announcing the general availability of AWS Glue 6.0 , delivering 30% lower pricing than previous AWS Glue versions and introducing full support for Apache Iceberg v3 features. AWS Glue 6.0 is built on a fully modernized runtime, Apache Spark 4.1, Python 3.13, and Scala 2.13, delivering faster performance.
Also shipped on Oct 12, 2026
AWS in October 2026Change an incident’s conference bridge without leaving Slack with /pd meeting now Generally Available
Run /pd meeting during an incident, paste the new link, and PagerDuty updates the incident card instantly with a Join meeting button in the channel. Scribe Agent follows along to the new meeting on its own, so you keep the transcript for your post-incident review. Available to customers using the Pa...
New Incident Workflow action: Get Slack Mentions for Incident Participants now Generally Available
This new Incident Workflow action pulls the assignees, acknowledgers, and role holders on an incident and turns them into Slack @mentions. Pair it with Send Slack Message to tag everyone involved without hard-coding names, so the same workflow works across every team and rotation. Available to Pager...
Conference bridge selection in the Slack declare modal now Generally Available
Declare an incident with /pd declare and choose one of your pre-configured PagerDuty conference bridges from a dropdown, or paste a meeting URL if you don't have one set up. The bridge is on the incident from the moment it's declared, so responders can join from Slack in one click. Available to cust...
Incremental data transfers for the BigQuery Data Transfer Service for PostgreSQL and ServiceNow are now...
Incremental data transfers for the BigQuery Data Transfer Service for PostgreSQL and ServiceNow are now generally available (GA).
Support for Budget spend caps to pause your Cloud Run workloads is in General Availability (GA)
Support for Budget spend caps to pause your Cloud Run workloads is in General Availability (GA) .
Unity Gateway Skills API and developer tools are available in Beta
The Unity Gateway Skills REST API is now available in Beta , with create, read, update, list, delete, and finalize support across Databricks developer tools: Databricks CLI Python SDK Go SDK Go Modular SDK Java SDK JavaScript SDK See the Skills API and SDK reference .