Old: Grants permission to associate a lineage entity (artifact, context, action, experiment, experiment-trial-component) to another. New: Grants permission to associate a lineage entity (artifact, context, action, experiment, experiment-trial-component) to each other
Old: Adds or overwrites one or more tags for the specified Amazon SageMaker resource. New: Grants permission to add or overwrite one or more tags for the specified Amazon SageMaker resource
Old: Associate a trial component with a trial. New: Grants permission to associate a trial component with a trial
BatchGetMetrics [permission only]
Description
Old: Retrieve metrics associated with SageMaker Resources such as Training Jobs. This API is not publicly exposed at this point, however admins can control this action New: Grants permission to retrieve metrics associated with SageMaker Resources such as Training Jobs. This API is not publicly exposed at this point, however admins can control this action
Old: Grants permission to get a batch of records from one or more feature groups. New: Get a batch of records from one or more feature groups.
BatchPutMetrics [permission only]
Description
Old: Publish metrics associated with a SageMaker Resource such as a Training Job. This API is not publicly exposed at this point, however admins can control this action New: Grants permission to publish metrics associated with a SageMaker Resource such as a Training Job. This API is not publicly exposed at this point, however admins can control this action
Old: Creates an endpoint using the endpoint configuration specified in the request. New: Grants permission to create an endpoint using the endpoint configuration specified in the request
Old: Creates an endpoint configuration that can be deployed using Amazon SageMaker hosting services. New: Grants permission to create an endpoint configuration that can be deployed using Amazon SageMaker hosting services
Old: Creates a flow definition, which defines settings for a human workflow. New: Grants permission to create a flow definition, which defines settings for a human workflow
Old: Defines the settings you will use for the human review workflow user interface. New: Grants permission to define the settings you will use for the human review workflow user interface
Old: Creates hyper parameter tuning job that can be deployed using Amazon SageMaker. New: Grants permission to create a hyper parameter tuning job that can be deployed using Amazon SageMaker
Old: Starts a labeling job. A labeling job takes unlabeled data in and produces labeled data as output, which can be used for training SageMaker models. New: Grants permission to start a labeling job. A labeling job takes unlabeled data in and produces labeled data as output, which can be used for training SageMaker models
Old: Creates a model in Amazon SageMaker. In the request, you specify a name for the model and describe one or more containers. New: Grants permission to create a model in Amazon SageMaker. In the request, you specify a name for the model and describe one or more containers
Old: Creates an Amazon SageMaker notebook instance. A notebook instance is an Amazon EC2 instance running on a Jupyter Notebook. New: Grants permission to create an Amazon SageMaker notebook instance. A notebook instance is an Amazon EC2 instance running on a Jupyter Notebook
Old: Creates an notebook instance lifecycle configuration that can be deployed using Amazon SageMaker. New: Grants permission to create a notebook instance lifecycle configuration that can be deployed using Amazon SageMaker
Old: Returns a URL that you can use from your browser to connect to the Notebook Instance. New: Grants permission to create a URL that you can use from your browser to connect to the Notebook Instance
Old: Starts a processing job. After processing completes, Amazon SageMaker saves the resulting artifacts and other optional output to an Amazon S3 location that you specify. New: Grants permission to start a processing job. After processing completes, Amazon SageMaker saves the resulting artifacts and other optional output to an Amazon S3 location that you specify
Old: Starts a model training job. After training completes, Amazon SageMaker saves the resulting model artifacts and other optional output to an Amazon S3 location that you specify. New: Grants permission to start a model training job. After training completes, Amazon SageMaker saves the resulting model artifacts and other optional output to an Amazon S3 location that you specify
Old: Starts a transform job. After the results are obtained, Amazon SageMaker saves them to an Amazon S3 location that you specify. New: Grants permission to start a transform job. After the results are obtained, Amazon SageMaker saves them to an Amazon S3 location that you specify
Old: Grants permission to delete the association from a lineage entity (artifact, context, action, experiment, experiment-trial-component) to another. New: Grants permission to delete the association from a lineage entity (artifact, context, action, experiment, experiment-trial-component) to another
Old: Grants permission to delete the data quality job definition created using the CreateDataQualityJobDefinition API. New: Grants permission to delete the data quality job definition created using the CreateDataQualityJobDefinition API
Old: Deletes an endpoint. Amazon SageMaker frees up all the resources that were deployed when the endpoint was created. New: Grants permission to delete an endpoint. Amazon SageMaker frees up all the resources that were deployed when the endpoint was created
Old: Deletes the endpoint configuration created using the CreateEndpointConfig API. The DeleteEndpointConfig API deletes only the specified configuration. It does not delete any endpoints created using the configuration. New: Grants permission to delete the endpoint configuration created using the CreateEndpointConfig API. The DeleteEndpointConfig API deletes only the specified configuration. It does not delete any endpoints created using the configuration
Old: Deletes the specified human task user interface (worker task template). New: Grants permission to delete the specified human task user interface (worker task template)
Old: Deletes a model created using the CreateModel API. The DeleteModel API deletes only the model entry in Amazon SageMaker that you created by calling the CreateModel API. It does not delete model artifacts, inference code, or the IAM role that you specified when creating the model. New: Grants permission to delete a model created using the CreateModel API. The DeleteModel API deletes only the model entry in Amazon SageMaker that you created by calling the CreateModel API. It does not delete model artifacts, inference code, or the IAM role that you specified when creating the model
Old: Grants permission to delete the model bias job definition created using the CreateModelBiasJobDefinition API. New: Grants permission to delete the model bias job definition created using the CreateModelBiasJobDefinition API
Old: Grants permission to delete the model explainability job definition created using the CreateModelExplainabilityJobDefinition API. New: Grants permission to delete the model explainability job definition created using the CreateModelExplainabilityJobDefinition API
Old: Grants permission to delete the model quality job definition created using the CreateModelQualityJobDefinition API. New: Grants permission to delete the model quality job definition created using the CreateModelQualityJobDefinition API
Old: Deletes an Amazon SageMaker notebook instance. Before you can delete a notebook instance, you must call the StopNotebookInstance API. New: Grants permission to delete a Amazon SageMaker notebook instance. Before you can delete a notebook instance, you must call the StopNotebookInstance API
Old: Deletes an notebook instance lifecycle configuration that can be deployed using Amazon SageMaker. New: Grants permission to delete a notebook instance lifecycle configuration
Old: Deletes the specified set of tags from an Amazon SageMaker resource. New: Grants permission to delete the specified set of tags from an Amazon SageMaker resource
Old: Describes an automl job that was created via CreateAutoMLJob API. New: Grants permission to describe an AutoML job that was created via the CreateAutoMLJob API
Old: Grants permission to return information about a data quality job definition. New: Grants permission to return information about a data quality job definition
Old: Returns the description of an endpoint configuration, which was created using the CreateEndpointConfig API. New: Grants permission to return the description of an endpoint configuration, which was created using the CreateEndpointConfig API
Old: Returns detailed information about the specified flow definition. New: Grants permission to return information about the specified flow definition
Old: Returns detailed information about the specified human review workflow user interface. New: Returns detailed information about the specified human review workflow user interface
Old: Describes a hyper parameter tuning job that was created via CreateHyperParameterTuningJob API. New: Grants permission to describe a hyper parameter tuning job that was created via the CreateHyperParameterTuningJob API
Old: Grants permissions to return information about a SageMaker ImageVersion. New: Grants permissions to return information about a SageMaker ImageVersion
Old: Describes a model that you created using the CreateModel API. New: Grants permission to describe a model that you created using the CreateModel API
Old: Grants permission to return information about a model bias job definition. New: Grants permission to return information about a model bias job definition
Old: Grants permission to return information about a model explainability job definition. New: Grants permission to return information about a model explainability job definition
Old: Grants permission to return information about a model quality job definition. New: Grants permission to return information about a model quality job definition
Old: Describes an notebook instance lifecycle configuration that was created via CreateNotebookInstanceLifecycleConfig API. New: Grants permission to describe a notebook instance lifecycle configuration that was created via the CreateNotebookInstanceLifecycleConfig API
Old: Grants permission to get the pipeline definition for a pipeline execution. New: Grants permission to get the pipeline definition for a pipeline execution
Old: After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint. New: Grants permission to invoke an endpoint. After you deploy a model into production using Amazon SageMaker hosting services, your client applications use this API to get inferences from the model hosted at the specified endpoint
Old: Returns summary information about flow definitions, given the specified parameters. New: Grants permission to return summary information about flow definitions, given the specified parameters
Old: Returns summary information about human loops, given the specified parameters. New: Grants permission to return summary information about human loops, given the specified parameters
Old: Returns summary information about human review workflow user interfaces, given the specified parameters. New: Grants permission to return summary information about human review workflow user interfaces, given the specified parameters
Old: Grants permissions to list ImageVersions that belong to a SageMaker Image. New: Grants permissions to list ImageVersions that belong to a SageMaker Image
Old: Lists notebook instance lifecycle configurations that can be deployed using Amazon SageMaker. New: Grants permission to list the notebook instance lifecycle configurations that can be deployed using Amazon SageMaker
Old: Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWSRegion. New: Grants permission to list the Amazon SageMaker notebook instances in the requester's account in an AWSRegion
Old: Lists training jobs for a hyper parameter tuning job that was created using Amazon SageMaker. New: Grants permission to list training jobs for a hyper parameter tuning job
Old: Launches an EC2 instance with the latest version of the libraries and attaches your EBS volume. New: Grants permission to start a notebook instance. This launches an EC2 instance with the latest version of the libraries and attaches your EBS volume
Old: Stops a running hyper parameter tuning job create via the CreateHyperParameterTuningJob. New: Grants permission to stop a running hyper parameter tuning job create via the CreateHyperParameterTuningJob
Old: Stops a labeling job. Any labels already generated will be exported before stopping. New: Grants permission to stop a labeling job. Any labels already generated will be exported before stopping
Old: Terminates the EC2 instance. Before terminating the instance, Amazon SageMaker disconnects the EBS volume from it. Amazon SageMaker preserves the EBS volume. New: Grants permission to stop a notebook instance. This terminates the EC2 instance. Before terminating the instance, Amazon SageMaker disconnects the EBS volume from it. Amazon SageMaker preserves the EBS volume
Old: Stops a processing job. To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which delays job termination for 120 seconds. New: Grants permission to stop a processing job. To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which delays job termination for 120 seconds
Old: Stops a training job. To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which delays job termination for 120 seconds. New: Grants permission to stop a training job. To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which delays job termination for 120 seconds
Old: Stops a transform job. When Amazon SageMaker receives a StopTransformJob request, the status of the job changes to Stopping. After Amazon SageMaker stops the job, the status is set to Stopped New: Grants permission to stop a transform job. When Amazon SageMaker receives a StopTransformJob request, the status of the job changes to Stopping. After Amazon SageMaker stops the job, the status is set to Stopped
Old: Updates an endpoint to use the endpoint configuration specified in the request. New: Grants permission to update an endpoint to use the endpoint configuration specified in the request
Old: Updates variant weight, capacity, or both of one or more variants associated with an endpoint. New: Grants permission to update variant weight, capacity, or both of one or more variants associated with an endpoint
Old: Updates a notebook instance. Notebook instance updates include upgrading or downgrading the EC2 instance used for your notebook instance to accommodate changes in your workload requirements. You can also update the VPC security groups. New: Grants permission to update a notebook instance. Notebook instance updates include upgrading or downgrading the EC2 instance used for your notebook instance to accommodate changes in your workload requirements. You can also update the VPC security groups
Old: Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig API. New: Grants permission to updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig API
Old: A key that is present in the request the user makes to the SageMaker service. New: Filters access by a key that is present in the request the user makes to the SageMaker service
Old: The list of all the tag key names associated with the resource in the request. New: Filters access by the list of all the tag key names associated with the resource in the request
Old: The list of all accelerator types associated with the resource in the request. New: Filters access by the list of all accelerator types associated with the resource in the request
Old: App network access type associated with the resource in the request. New: Filters access by the app network access type associated with the resource in the request
Old: The direct internet access associated with the resource in the request. New: Filters access by the direct internet access associated with the resource in the request
Old: The Domain sharing output KMS key associated with the resource in the request. New: Filters access by the Domain sharing output KMS key associated with the resource in the request
Old: The offline store kms key associated with the feature group resource in the request. New: Filters access by the offline store kms key associated with the feature group resource in the request
Old: The offline store s3 uri associated with the feature group resource in the request. New: Filters access by the offline store s3 uri associated with the feature group resource in the request
Old: The online store kms key associated with the feature group resource in the request. New: Filters access by the online store kms key associated with the feature group resource in the request
Old: File system access mode associated with the resource in the request. New: Filters access by a file system access mode associated with the resource in the request
Old: File system directory path associated with the resource in the request. New: Filters access by a file system directory path associated with the resource in the request
Old: File system type associated with the resource in the request. New: Filters access by a file system type associated with the resource in the request
Old: This key is deprecated. It has been replaced by sagemaker:VolumeKmsKey. New: This key is deprecated. It has been replaced by sagemaker:VolumeKmsKey
Old: Filters access by the list of all image arns associated with the resource in the request. New: Filters access by the list of all image arns associated with the resource in the request
Old: Filters access by the list of all image version arns associated with the resource in the request. New: Filters access by the list of all image version arns associated with the resource in the request
Old: The list of all instance types associated with the resource in the request. New: Filters access by the list of all instance types associated with the resource in the request
Old: The inter container traffic encryption associated with the resource in the request. New: Filters access by the inter container traffic encryption associated with the resource in the request
Old: The max runtime in seconds associated with the resource in the request. New: Filters access by the max runtime in seconds associated with the resource in the request
Old: The network isolation associated with the resource in the request. New: Filters access by the network isolation associated with the resource in the request
Old: The output kms key associated with the resource in the request. New: Filters access by the output kms key associated with the resource in the request
Old: The preface string for a tag key and value pair attached to a resource. New: Filters access by the preface string for a tag key and value pair attached to a resource
Old: The target model associated with the Multi-Model Endpoint in the request. New: Filters access by the target model associated with the Multi-Model Endpoint in the request
Old: The volume kms key associated with the resource in the request. New: Filters access by the volume kms key associated with the resource in the request
Old: The list of all vpc security group ids associated with the resource in the request. New: Filters access by the list of all VPC security group ids associated with the resource in the request
Old: The list of all vpc subnets associated with the resource in the request. New: Filters access by the list of all VPC subnets associated with the resource in the request
Old: The workteam type associated to the request. This can be public-crowd, private-crowd or vendor-crowd. New: Filters access by the workteam type associated to the request. This can be public-crowd, private-crowd or vendor-crowd