You can now use the BigQuery JupyterLab plugin to explore your data, use BigQuery DataFrames in a Jupyter notebook, and deploy a BigQuery DataFrames notebook to Cloud Composer. This feature is in preview.
Build provenance is verifiable metadata that you can use to audit builds. Cloud Build can generate provenance aligned with the SLSA v1.0 spec when you use the option requestedVerifyOption with triggered builds.
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You can now upgrade the network architecture of Cloud SQL for MySQL instances that store transaction logs used for point-in-time recovery (PITR) in Cloud Storage. The previous limitation on upgrade of such instances is removed. To check where your MySQL instance stores its PITR logs, see Check the storage location of transaction logs used for PITR.
You can now configure Cloud Identity or Google Workspace as an identity provider during the Google Security Operations onboarding steps. For more information about onboarding, see Onboarding or migrating a Google Security Operations instance.
During the Google Security Operations onboarding steps, you can now specify identity provider groups that include administrators who configure user access to SOAR-related features. For more information, see Link Google SecOps to Google Cloud services.
A new detection model is available for the ORGANIZATION_NAME infoType detector. The new model offers improved detection quality. You can try it out by setting InfoType.version to latest when including the ORGANIZATION_NAME infoType in your InspectConfig.
By running the Public preview requirements:checkRequirement method, you find out if your data store meets the minimum quality requirements for your recommendations app. If your data doesn't meet the minimum threshold for the key metrics for your model and objective, you receive a warning about the issues. Address the issues and rerun the check.
Dataflow SQL is deprecated. As of July 31, 2024, you can't access Dataflow SQL in the Google Cloud console. As of January 31, 2025, you can't use Dataflow SQL in the Google Cloud CLI. As a replacement, use Beam SQL.
The discovery service of Sensitive Data Protection now supports Cloud Storage. You can run discovery at the organization, folder, or project level to generate data profiles of your Cloud Storage buckets. Data profiles provide metrics and insights about the sensitivity and risk levels of your data to help you plan your data governance workflows.
If you choose to ignore low relevant content and if all the results are deemed irrelevant or almost irrelevant, then the answer method doesn't generate an answer. Instead, a fallback message replaces the answer.
You can choose to enable autocomplete as soon as possible instead of waiting a couple of days for sufficiently good autocomplete data. If you choose to make autocomplete available sooner, at first, you won't get suggestions for all queries and some suggestions might be of poor quality.
This release includes a change in the user experience of selecting a physical location for control plane hosting when provisioning a Subscription or Pay-as-you-go Apigee organization with data regionalization enabled.
The new provisioning experience provides the opportunity to select a control plane hosting jurisdiction that refers to a location within a geopolitical boundary that may span more than one region. For more information, see Select an Apigee API control plane hosting jurisdiction.
During the Regional Controls Public Preview, the ComplianceRegime enum value has changed from FREE_REGIONS to REGIONAL_CONTROLS. When using the REST API, Terraform, or gcloud, ensure that you use the new REGIONAL_CONTROLS value. This change does not impact existing Assured Workloads folders that were created using the old value. However, areas with potential impact include the following:
Cloud Composer 2.8.3 release started on June 20, 2024. Get ready for upcoming changes and features as we roll out the new release to all regions. This release is in progress at the moment. Listed changes and features might not be available in some regions yet.
You can migrate your Google Domains DNS settings and export your domain and email forwarding configurations if you use Google Domains as your DNS provider. For more information, see Migrate Google Domains DNS settings.
You can now use the gcloud sql instances describe command or the SQL Admin API to retrieve a list of database versions that are available to your MySQL instance for upgrade. For more information, see Plan a major version upgrade and Upgrade the database minor version.
You can now use the gcloud sql instances describe command or the SQL Admin API to retrieve a list of database versions that are available to your PostgreSQL instance for upgrade. For more information, see Plan a major version upgrade.
You can now use the gcloud sql instances describe command or the SQL Admin API to retrieve a list of database versions that are available to your SQL Server instance for upgrade. For more information, see Plan a major version upgrade.
Named schemas is now generally available. With named schemas, you can group database objects in a namespace to avoid naming conflicts and collectively manage their FGAC permissions, see Named schemas.
Additional collation support for the NULLIF conditional expression has been added. The NULLIF conditional expression is now affected by collation and can be used in collation-supported comparisons with the STRUCT data type. This feature is generally available (GA).
You can now enable execution ID in the logs for 2nd gen Python functions that use functions-framework >= 3.7.0 and 2nd gen Node.js functions that use functions-framework >= 3.4.0 by setting the runtime environment variable LOG_EXECUTION_ID to true.
Cloud Storage FUSE now offers list caching, which is a cache for directory and file list, or ls, responses that improves list operation speeds. To learn more about list caching and how to enable it, see the Cloud Storage FUSE caching overview page.
Preemptible allocation quotas also apply to some temporary GPU VMs. This behavior can help you improve quota obtainability for temporary GPU VMs while maintaining the benefits of uninterrupted run time of the standard provisioning model. For more information, see GPU VMs and preemptible allocation quotas.
Updated cos-gpu-installer to v2.2.3.New changes in cos-gpu-installer:v2.2.3:1. Introduced --gcs-download-bucket-nvidia and --gcs-download-prefix-nvidia flags for customizing NVIDIA installer runfile downloads from Google Cloud Storage (GCS).2. Introduced the --target-gpu flag to facilitate precise GPU driver installations when no GPU is attached.3. Replaced the HTTP client with a GCS client to improve the reliability of NVIDIA OSS installer runfiles downloads.4. Implemented the feature to utilize the gpu_driver_versions proto file for controlling the specific GPU driver version to be installed for each GPU type. (Currently disabled)5. Fixed an issue in the GCS Object download functionality to automatically remove the empty target file if a download fails.6. Internal Cleanup: Migrated GPU device-related information to the deviceInfo package. Created a feature flags module in the features package. Added a config reader in the utils module to parse the cos-gpu-config.json.
The following Kubernetes versions are now available for new clusters and foropt-in control plane upgrades and node upgrades for existing clusters. For moreinformation on versioning and upgrades, see GKE versioning and supportand Upgrades.
Starting on September 15, 2024, you can only customize classification, entity extraction,and sentiment analysis objectives by moving to Vertex AI Gemini prompts and tuning. Training or updatingmodels for Vertex AI AutoML for Text classification, entity extraction, and sentiment analysisobjectives will no longer be available. You can continue using existing Vertex AI AutoML Text modelsuntil June 15, 2025. For more information about how Gemini offers enhanced user experience throughimproved prompting capabilities, see Overview of model tuning forGemini.
Apigee Pay-as-you-go customers can modify the type of an existing environment using the Apigee UI in the Cloud console. This feature allows you to add or remove feature capabilities for your environments from the UI.
Documentation has been added to explain how to view resource metrics for your jobs in Cloud Monitoring. The metrics provide resource utilization and performance information, which you can use to help optimize the performance and costs of future jobs.For more information, see Monitor and optimize job resources by viewing metrics.
You can configure a job to automatically install the Ops Agent, which provides additional resource metrics in Cloud Monitoring. For more information, see Collect additional resource metrics using the Ops Agent.
In Database Migration Service for heterogeneous Oracle migrations, you can now use the Promote action directly on the migration job details page to finalize your migration process. For more information, see Finalize a migration in Oracle to AlloyDB and Finalize a migration in Oracle to Cloud SQL for PostgreSQL.
Effective June 17, 2024, Cloud Source Repositories isn't available to new customers. If your organization hasn't previously used Cloud Source Repositories, you can't enable the API or use Cloud Source Repositories. New projects not connected to an organization can't enable the Cloud Source Repositories API. Organizations that have used Cloud Source Repositories prior to June 17, 2024 are not affected by this change.
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