Package software.amazon.awssdk.services.sagemaker.model

Interface WarmPoolStatus.Builder

All Superinterfaces:
Buildable, CopyableBuilder<WarmPoolStatus.Builder,WarmPoolStatus>, SdkBuilder<WarmPoolStatus.Builder,WarmPoolStatus>, SdkPojo
Enclosing class:
WarmPoolStatus
public static interface WarmPoolStatus.Builder extends SdkPojo, CopyableBuilder<WarmPoolStatus.Builder,WarmPoolStatus>

  • Method Details

    • status

      WarmPoolStatus.Builder status(String status)

      The status of the warm pool.

      • InUse: The warm pool is in use for the training job.

      • Available: The warm pool is available to reuse for a matching training job.

      • Reused: The warm pool moved to a matching training job for reuse.

      • Terminated: The warm pool is no longer available. Warm pools are unavailable if they are terminated by a user, terminated for a patch update, or terminated for exceeding the specified KeepAlivePeriodInSeconds.

      Parameters:
      status - The status of the warm pool.

      • InUse: The warm pool is in use for the training job.

      • Available: The warm pool is available to reuse for a matching training job.

      • Reused: The warm pool moved to a matching training job for reuse.

      • Terminated: The warm pool is no longer available. Warm pools are unavailable if they are terminated by a user, terminated for a patch update, or terminated for exceeding the specified KeepAlivePeriodInSeconds.

      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • status

      WarmPoolStatus.Builder status(WarmPoolResourceStatus status)

      The status of the warm pool.

      • InUse: The warm pool is in use for the training job.

      • Available: The warm pool is available to reuse for a matching training job.

      • Reused: The warm pool moved to a matching training job for reuse.

      • Terminated: The warm pool is no longer available. Warm pools are unavailable if they are terminated by a user, terminated for a patch update, or terminated for exceeding the specified KeepAlivePeriodInSeconds.

      Parameters:
      status - The status of the warm pool.

      • InUse: The warm pool is in use for the training job.

      • Available: The warm pool is available to reuse for a matching training job.

      • Reused: The warm pool moved to a matching training job for reuse.

      • Terminated: The warm pool is no longer available. Warm pools are unavailable if they are terminated by a user, terminated for a patch update, or terminated for exceeding the specified KeepAlivePeriodInSeconds.

      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • resourceRetainedBillableTimeInSeconds

      WarmPoolStatus.Builder resourceRetainedBillableTimeInSeconds(Integer resourceRetainedBillableTimeInSeconds)

      The billable time in seconds used by the warm pool. Billable time refers to the absolute wall-clock time.

      Multiply ResourceRetainedBillableTimeInSeconds by the number of instances ( InstanceCount) in your training cluster to get the total compute time SageMaker bills you if you run warm pool training. The formula is as follows: ResourceRetainedBillableTimeInSeconds * InstanceCount.

      Parameters:
      resourceRetainedBillableTimeInSeconds - The billable time in seconds used by the warm pool. Billable time refers to the absolute wall-clock time.

      Multiply ResourceRetainedBillableTimeInSeconds by the number of instances ( InstanceCount) in your training cluster to get the total compute time SageMaker bills you if you run warm pool training. The formula is as follows: ResourceRetainedBillableTimeInSeconds * InstanceCount.

      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • reusedByJob

      WarmPoolStatus.Builder reusedByJob(String reusedByJob)

      The name of the matching training job that reused the warm pool.

      Parameters:
      reusedByJob - The name of the matching training job that reused the warm pool.
      Returns:
      Returns a reference to this object so that method calls can be chained together.