Class CreateModelCustomizationJobRequest

java.lang.Object
software.amazon.awssdk.core.SdkRequest
software.amazon.awssdk.awscore.AwsRequest
software.amazon.awssdk.services.bedrock.model.BedrockRequest
software.amazon.awssdk.services.bedrock.model.CreateModelCustomizationJobRequest
All Implemented Interfaces:
SdkPojo, ToCopyableBuilder<CreateModelCustomizationJobRequest.Builder,CreateModelCustomizationJobRequest>
@Generated("software.amazon.awssdk:codegen") public final class CreateModelCustomizationJobRequest extends BedrockRequest implements ToCopyableBuilder<CreateModelCustomizationJobRequest.Builder,CreateModelCustomizationJobRequest>

  • Method Details

    • jobName

      public final String jobName()

      A name for the fine-tuning job.

      Returns:
      A name for the fine-tuning job.

    • customModelName

      public final String customModelName()

      A name for the resulting custom model.

      Returns:
      A name for the resulting custom model.

    • roleArn

      public final String roleArn()

      The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on your behalf. For example, during model training, Amazon Bedrock needs your permission to read input data from an S3 bucket, write model artifacts to an S3 bucket. To pass this role to Amazon Bedrock, the caller of this API must have the iam:PassRole permission.

      Returns:
      The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on your behalf. For example, during model training, Amazon Bedrock needs your permission to read input data from an S3 bucket, write model artifacts to an S3 bucket. To pass this role to Amazon Bedrock, the caller of this API must have the iam:PassRole permission.

    • clientRequestToken

      public final String clientRequestToken()

      A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

      Returns:
      A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

    • baseModelIdentifier

      public final String baseModelIdentifier()

      Name of the base model.

      Returns:
      Name of the base model.

    • customizationType

      public final CustomizationType customizationType()

      The customization type.

      If the service returns an enum value that is not available in the current SDK version, customizationType will return CustomizationType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from customizationTypeAsString().

      Returns:
      The customization type.
      See Also:

    • customizationTypeAsString

      public final String customizationTypeAsString()

      The customization type.

      If the service returns an enum value that is not available in the current SDK version, customizationType will return CustomizationType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from customizationTypeAsString().

      Returns:
      The customization type.
      See Also:

    • customModelKmsKeyId

      public final String customModelKmsKeyId()

      The custom model is encrypted at rest using this key.

      Returns:
      The custom model is encrypted at rest using this key.

    • hasJobTags

      public final boolean hasJobTags()
      For responses, this returns true if the service returned a value for the JobTags property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

    • jobTags

      public final List<Tag> jobTags()

      Tags to attach to the job.

      Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

      This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasJobTags() method.

      Returns:
      Tags to attach to the job.

    • hasCustomModelTags

      public final boolean hasCustomModelTags()
      For responses, this returns true if the service returned a value for the CustomModelTags property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

    • customModelTags

      public final List<Tag> customModelTags()

      Tags to attach to the resulting custom model.

      Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

      This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasCustomModelTags() method.

      Returns:
      Tags to attach to the resulting custom model.

    • trainingDataConfig

      public final TrainingDataConfig trainingDataConfig()

      Information about the training dataset.

      Returns:
      Information about the training dataset.

    • validationDataConfig

      public final ValidationDataConfig validationDataConfig()

      Information about the validation dataset.

      Returns:
      Information about the validation dataset.

    • outputDataConfig

      public final OutputDataConfig outputDataConfig()

      S3 location for the output data.

      Returns:
      S3 location for the output data.

    • hasHyperParameters

      public final boolean hasHyperParameters()
      For responses, this returns true if the service returned a value for the HyperParameters property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

    • hyperParameters

      public final Map<String,String> hyperParameters()

      Parameters related to tuning the model. For details on the format for different models, see Custom model hyperparameters.

      Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

      This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasHyperParameters() method.

      Returns:
      Parameters related to tuning the model. For details on the format for different models, see Custom model hyperparameters.

    • vpcConfig

      public final VpcConfig vpcConfig()

      The configuration of the Virtual Private Cloud (VPC) that contains the resources that you're using for this job. For more information, see Protect your model customization jobs using a VPC.

      Returns:
      The configuration of the Virtual Private Cloud (VPC) that contains the resources that you're using for this job. For more information, see Protect your model customization jobs using a VPC.

    • toBuilder

      public CreateModelCustomizationJobRequest.Builder toBuilder()
      Description copied from interface: ToCopyableBuilder
      Take this object and create a builder that contains all of the current property values of this object.
      Specified by:
      toBuilder in interface ToCopyableBuilder<CreateModelCustomizationJobRequest.Builder,CreateModelCustomizationJobRequest>
      Specified by:
      toBuilder in class BedrockRequest
      Returns:
      a builder for type T

    • builder

      public static CreateModelCustomizationJobRequest.Builder builder()

    • serializableBuilderClass

      public static Class<? extends CreateModelCustomizationJobRequest.Builder> serializableBuilderClass()

    • hashCode

      public final int hashCode()
      Overrides:
      hashCode in class AwsRequest

    • equals

      public final boolean equals(Object obj)
      Overrides:
      equals in class AwsRequest

    • equalsBySdkFields

      public final boolean equalsBySdkFields(Object obj)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

    • 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)
      Description copied from class: SdkRequest
      Used to retrieve the value of a field from any class that extends SdkRequest. The field name specified should match the member name from the corresponding service-2.json model specified in the codegen-resources folder for a given service. The class specifies what class to cast the returned value to. If the returned value is also a modeled class, the SdkRequest.getValueForField(String, Class) method will again be available.
      Overrides:
      getValueForField in class SdkRequest
      Parameters:
      fieldName - The name of the member to be retrieved.
      clazz - The class to cast the returned object to.
      Returns:
      Optional containing the casted return value

    • sdkFields

      public final List<SdkField<?>> sdkFields()
      Specified by:
      sdkFields in interface SdkPojo
      Returns:
      List of SdkField in this POJO. May be empty list but should never be null.