Boto3

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* api-change:``bedrock``: [``botocore``] Update Application Inference Profile
* api-change:``bedrock-runtime``: [``botocore``] Update Application Inference Profile
* api-change:``cleanrooms``: [``botocore``] This release adds the option for customers to configure analytics engine when creating a collaboration, and introduces the new SPARK analytics engine type in addition to maintaining the legacy CLEAN_ROOMS_SQL engine type.
* api-change:``iotfleetwise``: [``botocore``] Updated BatchCreateVehicle and BatchUpdateVehicle APIs: LimitExceededException has been added and the maximum number of vehicles in a batch has been set to 10 explicitly
* api-change:``logs``: [``botocore``] Added support for new optional baseline parameter in the UpdateAnomaly API. For UpdateAnomaly requests with baseline set to True, The anomaly behavior is then treated as baseline behavior. However, more severe occurrences of this behavior will still be reported as anomalies.
* api-change:``redshift-data``: [``botocore``] Adding a new API GetStatementResultV2 that supports CSV formatted results from ExecuteStatement and BatchExecuteStatement calls.
* api-change:``sagemaker``: [``botocore``] Adding `notebook-al2-v3` as allowed value to SageMaker NotebookInstance PlatformIdentifier attribute

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* api-change:``mediapackagev2``: [``botocore``] MediaPackage V2 Live to VOD Harvester is a MediaPackage V2 feature, which is used to export content from an origin endpoint to a S3 bucket.
* api-change:``opensearch``: [``botocore``] Adds support for provisioning dedicated coordinator nodes. Coordinator nodes can be specified using the new NodeOptions parameter in ClusterConfig.
* api-change:``rds``: [``botocore``] This release adds support for Enhanced Monitoring and Performance Insights when restoring Aurora Limitless Database DB clusters. It also adds support for the os-upgrade pending maintenance action.
* api-change:``storagegateway``: [``botocore``] Documentation update: Amazon FSx File Gateway will no longer be available to new customers.

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* api-change:``bedrock-agent``: [``botocore``] Add support of new model types for Bedrock Agents, Adding inference profile support for Flows and Prompt Management, Adding new field to configure additional inference configurations for Flows and Prompt Management
* api-change:``codebuild``: [``botocore``] AWS CodeBuild now supports automatically retrying failed builds
* api-change:``lambda``: [``botocore``] Add TagsError field in Lambda GetFunctionResponse. The TagsError field contains details related to errors retrieving tags.
* api-change:``logs``: [``botocore``] Adding inferred token name for dynamic tokens in Anomalies.
* api-change:``supplychain``: [``botocore``] API doc updates, and also support showing error message on a failed instance

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* api-change:``appconfig``: [``botocore``] This release improves deployment safety by granting customers the ability to REVERT completed deployments, to the last known good state.In the StopDeployment API revert case the status of a COMPLETE deployment will be REVERTED. AppConfig only allows a revert within 72 hours of deployment completion.
* api-change:``ec2``: [``botocore``] This release includes a new API to describe some details of the Amazon Machine Images (AMIs) that were used to launch EC2 instances, even if those AMIs are no longer available for use.
* api-change:``ecs``: [``botocore``] This release adds support for EBS volumes attached to Amazon ECS Windows tasks running on EC2 instances.
* api-change:``nimble``: [``botocore``] The nimble client has been removed following the deprecation of the service.
* api-change:``pcs``: [``botocore``] Documentation update: added the default value of the Slurm configuration parameter scaleDownIdleTimeInSeconds to its description.
* api-change:``qbusiness``: [``botocore``] Add a new field in chat response. This field can be used to support nested schemas in array fields

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* api-change:``bedrock``: [``botocore``] Doc updates for supporting converse
* api-change:``connect``: [``botocore``] Amazon Connect Service Feature: Add support to start screen sharing for a web calling contact.
* api-change:``ec2``: [``botocore``] Amazon EC2 X8g, C8g and M8g instances are powered by AWS Graviton4 processors. X8g provide the lowest cost per GiB of memory among Graviton4 instances. C8g provide the best price performance for compute-intensive workloads. M8g provide the best price performance in for general purpose workloads.
* api-change:``mwaa``: [``botocore``] Introducing InvokeRestApi which allows users to invoke the Apache Airflow REST API on the webserver with the specified inputs.
* api-change:``payment-cryptography``: [``botocore``] Add support for ECC P-256 and P-384 Keys.
* api-change:``payment-cryptography-data``: [``botocore``] Add ECDH support on PIN operations.
* bugfix:``s3``: [``botocore``] Fix S3 200 Error handling to address bugs introduced in payload operations.

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* api-change:``bedrock-runtime``: [``botocore``] Updating invoke regex to support imported models for converse API
* api-change:``imagebuilder``: [``botocore``] Add macOS platform and instance placement options
* api-change:``m2``: [``botocore``] Add AuthSecretsManagerArn optional parameter to batch job APIs, expand batch parameter limits, and introduce clientToken constraints.
* api-change:``rds``: [``botocore``] Global clusters now expose the Endpoint attribute as one of its fields. It is a Read/Write endpoint for the global cluster which resolves to the Global Cluster writer instance.
* api-change:``repostspace``: [``botocore``] Adds the BatchAddRole and BatchRemoveRole APIs.
* api-change:``timestream-query``: [``botocore``] This release adds support for Query Insights, a feature that provides details of query execution, enabling users to identify areas for improvement to optimize their queries, resulting in improved query performance and lower query costs.
* bugfix:``s3``: [``botocore``] Fixed SelectObjectContent regression from `3284 <https://github.com/boto/botocore/issues/3284>`__.