Class CapacityLimit

    • Method Detail

      • maxCapacity

        public final Integer maxCapacity()

        The maximum capacity available for the service environment. For a quota management enabled service environment, this value represents the maximum quantity of a particular resource type (specified by capacityUnit) that can be allocated to service jobs. For other service environments, this value represents the maximum quantity of all resources that can be allocated to service jobs.

        For example, if maxCapacity=50 and capacityUnit=NUM_INSTANCES, you can run up to 50 instances concurrently. If you run 5 SageMaker Training jobs that each use 10 instances, a subsequent job requiring 10 instances waits in the queue until capacity is available. In a quota management enabled service environment with capacityUnit=ml.m5.large, only ml.m5.large instances count against this limit, and jobs requiring other instance types wait until a matching capacity limit is configured.

        Returns:
        The maximum capacity available for the service environment. For a quota management enabled service environment, this value represents the maximum quantity of a particular resource type (specified by capacityUnit) that can be allocated to service jobs. For other service environments, this value represents the maximum quantity of all resources that can be allocated to service jobs.

        For example, if maxCapacity=50 and capacityUnit=NUM_INSTANCES, you can run up to 50 instances concurrently. If you run 5 SageMaker Training jobs that each use 10 instances, a subsequent job requiring 10 instances waits in the queue until capacity is available. In a quota management enabled service environment with capacityUnit=ml.m5.large, only ml.m5.large instances count against this limit, and jobs requiring other instance types wait until a matching capacity limit is configured.

      • capacityUnit

        public final String capacityUnit()

        The unit of measure for the capacity limit, which defines how maxCapacity is interpreted. For SAGEMAKER_TRAINING jobs in a quota management enabled service environment, specify the instance type (for example, ml.m5.large). Otherwise, use NUM_INSTANCES.

        Returns:
        The unit of measure for the capacity limit, which defines how maxCapacity is interpreted. For SAGEMAKER_TRAINING jobs in a quota management enabled service environment, specify the instance type (for example, ml.m5.large). Otherwise, use NUM_INSTANCES.
      • hashCode

        public final int hashCode()
        Overrides:
        hashCode in class Object
      • equals

        public final boolean equals​(Object obj)
        Overrides:
        equals in class Object
      • toString

        public final String toString()
        Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
        Overrides:
        toString in class Object
      • getValueForField

        public final <T> Optional<T> getValueForField​(String fieldName,
                                                      Class<T> clazz)