Learn more about SageMaker Model Cards in the developer guide. This lets you establish a single source of truth for your registered model versions, with comprehensive, centralized, and standardized documentation across all stages of the model’s journey on SageMaker, facilitating discoverability and promoting governance, compliance, and accountability throughout the model lifecycle. Setup CloudWatch cross-account observability to get started.Īmazon SageMaker – You can now associate a SageMaker Model Card with a specific model version in SageMaker Model Registry. You no longer have to track the quotas by logging in to individual accounts, instead from a central monitoring account, you can create dashboards and alarms for the AWS service quota usage across all your source accounts from a central monitoring account.
With this, you can track and visualize resource utilization and limits across various AWS services from multiple AWS accounts within a region using a central monitoring account. Check out the Amazon RDS User Guide for more details.Īmazon CloudWatch – Amazon CloudWatch now supports Service Quotas in cross-account observability. With logical replication, you can stream data changes from Amazon RDS for PostgreSQL to other databases for use cases such as data consolidation for analytical applications, change data capture (CDC), replicating select tables rather than the entire database, or for replicating data between different major versions of PostgreSQL.
In addition, Amazon RDS for PostgreSQL Multi-AZ Deployments with two readable standbys now supports logical replication. You can deploy PostgreSQL 16 Beta 2 in the preview environment and start evaluating the pre-release of PostgreSQL 16 on Amazon RDS for PostgreSQL. The PostgreSQL community released PostgreSQL 16 Beta 2 on June 29, 2023, which enables logical replication from standbys and includes numerous performance improvements. Check out the AWS Glue Crawler documentation to learn more.Īmazon Relational Database Service (Amazon RDS) for PostgreSQL – PostgreSQL 16 Beta 2 is now available in the Amazon RDS Database Preview Environment. You can then query Glue Catalog Iceberg tables across various analytics engines and apply AWS Lake Formation fine-grained permissions when querying from Amazon Athena. You can now automatically register Apache Iceberg tables into AWS Glue Data Catalog by running the Glue Crawler.
Apache Iceberg is an open-source table format for data stored in data lakes. Here are some launches that got my attention:ĪWS Glue – AWS Glue Crawlers now supports Apache Iceberg tables. But fireworks weren’t the only thing that launched last week. The US celebrated Independence Day last week on July 4 with fireworks and barbecues across the country.
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