Package com.google.cloud.aiplatform.v1

Class TuningJob

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.TuningJob
All Implemented Interfaces:
TuningJobOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class TuningJob extends com.google.protobuf.GeneratedMessage implements TuningJobOrBuilder
 Represents a TuningJob that runs with Google owned models.
Protobuf type google.cloud.aiplatform.v1.TuningJob
See Also:

  • Field Details

    • BASE_MODEL_FIELD_NUMBER

      public static final int BASE_MODEL_FIELD_NUMBER
      See Also:

    • PRE_TUNED_MODEL_FIELD_NUMBER

      public static final int PRE_TUNED_MODEL_FIELD_NUMBER
      See Also:

    • SUPERVISED_TUNING_SPEC_FIELD_NUMBER

      public static final int SUPERVISED_TUNING_SPEC_FIELD_NUMBER
      See Also:

    • NAME_FIELD_NUMBER

      public static final int NAME_FIELD_NUMBER
      See Also:

    • TUNED_MODEL_DISPLAY_NAME_FIELD_NUMBER

      public static final int TUNED_MODEL_DISPLAY_NAME_FIELD_NUMBER
      See Also:

    • DESCRIPTION_FIELD_NUMBER

      public static final int DESCRIPTION_FIELD_NUMBER
      See Also:

    • STATE_FIELD_NUMBER

      public static final int STATE_FIELD_NUMBER
      See Also:

    • CREATE_TIME_FIELD_NUMBER

      public static final int CREATE_TIME_FIELD_NUMBER
      See Also:

    • START_TIME_FIELD_NUMBER

      public static final int START_TIME_FIELD_NUMBER
      See Also:

    • END_TIME_FIELD_NUMBER

      public static final int END_TIME_FIELD_NUMBER
      See Also:

    • UPDATE_TIME_FIELD_NUMBER

      public static final int UPDATE_TIME_FIELD_NUMBER
      See Also:

    • ERROR_FIELD_NUMBER

      public static final int ERROR_FIELD_NUMBER
      See Also:

    • LABELS_FIELD_NUMBER

      public static final int LABELS_FIELD_NUMBER
      See Also:

    • EXPERIMENT_FIELD_NUMBER

      public static final int EXPERIMENT_FIELD_NUMBER
      See Also:

    • TUNED_MODEL_FIELD_NUMBER

      public static final int TUNED_MODEL_FIELD_NUMBER
      See Also:

    • TUNING_DATA_STATS_FIELD_NUMBER

      public static final int TUNING_DATA_STATS_FIELD_NUMBER
      See Also:

    • ENCRYPTION_SPEC_FIELD_NUMBER

      public static final int ENCRYPTION_SPEC_FIELD_NUMBER
      See Also:

    • SERVICE_ACCOUNT_FIELD_NUMBER

      public static final int SERVICE_ACCOUNT_FIELD_NUMBER
      See Also:

    • EVALUATE_DATASET_RUNS_FIELD_NUMBER

      public static final int EVALUATE_DATASET_RUNS_FIELD_NUMBER
      See Also:

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetMapFieldReflection

      protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
      Overrides:
      internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessage

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

    • getSourceModelCase

      public TuningJob.SourceModelCase getSourceModelCase()
      Specified by:
      getSourceModelCase in interface TuningJobOrBuilder

    • getTuningSpecCase

      public TuningJob.TuningSpecCase getTuningSpecCase()
      Specified by:
      getTuningSpecCase in interface TuningJobOrBuilder

    • hasBaseModel

      public boolean hasBaseModel()
       The base model that is being tuned. See [Supported
 models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).
      string base_model = 4;
      Specified by:
      hasBaseModel in interface TuningJobOrBuilder
      Returns:
      Whether the baseModel field is set.

    • getBaseModel

      public String getBaseModel()
       The base model that is being tuned. See [Supported
 models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).
      string base_model = 4;
      Specified by:
      getBaseModel in interface TuningJobOrBuilder
      Returns:
      The baseModel.

    • getBaseModelBytes

      public com.google.protobuf.ByteString getBaseModelBytes()
       The base model that is being tuned. See [Supported
 models](https://cloud.google.com/vertex-ai/generative-ai/docs/model-reference/tuning#supported_models).
      string base_model = 4;
      Specified by:
      getBaseModelBytes in interface TuningJobOrBuilder
      Returns:
      The bytes for baseModel.

    • hasPreTunedModel

      public boolean hasPreTunedModel()
       The pre-tuned model for continuous tuning.
      .google.cloud.aiplatform.v1.PreTunedModel pre_tuned_model = 31;
      Specified by:
      hasPreTunedModel in interface TuningJobOrBuilder
      Returns:
      Whether the preTunedModel field is set.

    • getPreTunedModel

      public PreTunedModel getPreTunedModel()
       The pre-tuned model for continuous tuning.
      .google.cloud.aiplatform.v1.PreTunedModel pre_tuned_model = 31;
      Specified by:
      getPreTunedModel in interface TuningJobOrBuilder
      Returns:
      The preTunedModel.

    • getPreTunedModelOrBuilder

      public PreTunedModelOrBuilder getPreTunedModelOrBuilder()
       The pre-tuned model for continuous tuning.
      .google.cloud.aiplatform.v1.PreTunedModel pre_tuned_model = 31;
      Specified by:
      getPreTunedModelOrBuilder in interface TuningJobOrBuilder

    • hasSupervisedTuningSpec

      public boolean hasSupervisedTuningSpec()
       Tuning Spec for Supervised Fine Tuning.
      .google.cloud.aiplatform.v1.SupervisedTuningSpec supervised_tuning_spec = 5;
      Specified by:
      hasSupervisedTuningSpec in interface TuningJobOrBuilder
      Returns:
      Whether the supervisedTuningSpec field is set.

    • getSupervisedTuningSpec

      public SupervisedTuningSpec getSupervisedTuningSpec()
       Tuning Spec for Supervised Fine Tuning.
      .google.cloud.aiplatform.v1.SupervisedTuningSpec supervised_tuning_spec = 5;
      Specified by:
      getSupervisedTuningSpec in interface TuningJobOrBuilder
      Returns:
      The supervisedTuningSpec.

    • getSupervisedTuningSpecOrBuilder

      public SupervisedTuningSpecOrBuilder getSupervisedTuningSpecOrBuilder()
       Tuning Spec for Supervised Fine Tuning.
      .google.cloud.aiplatform.v1.SupervisedTuningSpec supervised_tuning_spec = 5;
      Specified by:
      getSupervisedTuningSpecOrBuilder in interface TuningJobOrBuilder

    • getName

      public String getName()
       Output only. Identifier. Resource name of a TuningJob. Format:
 `projects/{project}/locations/{location}/tuningJobs/{tuning_job}`
      string name = 1 [(.google.api.field_behavior) = IDENTIFIER, (.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getName in interface TuningJobOrBuilder
      Returns:
      The name.

    • getNameBytes

      public com.google.protobuf.ByteString getNameBytes()
       Output only. Identifier. Resource name of a TuningJob. Format:
 `projects/{project}/locations/{location}/tuningJobs/{tuning_job}`
      string name = 1 [(.google.api.field_behavior) = IDENTIFIER, (.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getNameBytes in interface TuningJobOrBuilder
      Returns:
      The bytes for name.

    • getTunedModelDisplayName

      public String getTunedModelDisplayName()
       Optional. The display name of the
 [TunedModel][google.cloud.aiplatform.v1.Model]. The name can be up to 128
 characters long and can consist of any UTF-8 characters. For continuous
 tuning, tuned_model_display_name will by default use the same display name
 as the pre-tuned model. If a new display name is provided, the tuning job
 will create a new model instead of a new version.
      string tuned_model_display_name = 2 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getTunedModelDisplayName in interface TuningJobOrBuilder
      Returns:
      The tunedModelDisplayName.

    • getTunedModelDisplayNameBytes

      public com.google.protobuf.ByteString getTunedModelDisplayNameBytes()
       Optional. The display name of the
 [TunedModel][google.cloud.aiplatform.v1.Model]. The name can be up to 128
 characters long and can consist of any UTF-8 characters. For continuous
 tuning, tuned_model_display_name will by default use the same display name
 as the pre-tuned model. If a new display name is provided, the tuning job
 will create a new model instead of a new version.
      string tuned_model_display_name = 2 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getTunedModelDisplayNameBytes in interface TuningJobOrBuilder
      Returns:
      The bytes for tunedModelDisplayName.

    • getDescription

      public String getDescription()
       Optional. The description of the
 [TuningJob][google.cloud.aiplatform.v1.TuningJob].
      string description = 3 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getDescription in interface TuningJobOrBuilder
      Returns:
      The description.

    • getDescriptionBytes

      public com.google.protobuf.ByteString getDescriptionBytes()
       Optional. The description of the
 [TuningJob][google.cloud.aiplatform.v1.TuningJob].
      string description = 3 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getDescriptionBytes in interface TuningJobOrBuilder
      Returns:
      The bytes for description.

    • getStateValue

      public int getStateValue()
       Output only. The detailed state of the job.
      .google.cloud.aiplatform.v1.JobState state = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getStateValue in interface TuningJobOrBuilder
      Returns:
      The enum numeric value on the wire for state.

    • getState

      public JobState getState()
       Output only. The detailed state of the job.
      .google.cloud.aiplatform.v1.JobState state = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getState in interface TuningJobOrBuilder
      Returns:
      The state.

    • hasCreateTime

      public boolean hasCreateTime()
       Output only. Time when the
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] was created.
      .google.protobuf.Timestamp create_time = 7 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      hasCreateTime in interface TuningJobOrBuilder
      Returns:
      Whether the createTime field is set.

    • getCreateTime

      public com.google.protobuf.Timestamp getCreateTime()
       Output only. Time when the
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] was created.
      .google.protobuf.Timestamp create_time = 7 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getCreateTime in interface TuningJobOrBuilder
      Returns:
      The createTime.

    • getCreateTimeOrBuilder

      public com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()
       Output only. Time when the
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] was created.
      .google.protobuf.Timestamp create_time = 7 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getCreateTimeOrBuilder in interface TuningJobOrBuilder

    • hasStartTime

      public boolean hasStartTime()
       Output only. Time when the
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] for the first time
 entered the `JOB_STATE_RUNNING` state.
      .google.protobuf.Timestamp start_time = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      hasStartTime in interface TuningJobOrBuilder
      Returns:
      Whether the startTime field is set.

    • getStartTime

      public com.google.protobuf.Timestamp getStartTime()
       Output only. Time when the
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] for the first time
 entered the `JOB_STATE_RUNNING` state.
      .google.protobuf.Timestamp start_time = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getStartTime in interface TuningJobOrBuilder
      Returns:
      The startTime.

    • getStartTimeOrBuilder

      public com.google.protobuf.TimestampOrBuilder getStartTimeOrBuilder()
       Output only. Time when the
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] for the first time
 entered the `JOB_STATE_RUNNING` state.
      .google.protobuf.Timestamp start_time = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getStartTimeOrBuilder in interface TuningJobOrBuilder

    • hasEndTime

      public boolean hasEndTime()
       Output only. Time when the TuningJob entered any of the following
 [JobStates][google.cloud.aiplatform.v1.JobState]: `JOB_STATE_SUCCEEDED`,
 `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`, `JOB_STATE_EXPIRED`.
      .google.protobuf.Timestamp end_time = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      hasEndTime in interface TuningJobOrBuilder
      Returns:
      Whether the endTime field is set.

    • getEndTime

      public com.google.protobuf.Timestamp getEndTime()
       Output only. Time when the TuningJob entered any of the following
 [JobStates][google.cloud.aiplatform.v1.JobState]: `JOB_STATE_SUCCEEDED`,
 `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`, `JOB_STATE_EXPIRED`.
      .google.protobuf.Timestamp end_time = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getEndTime in interface TuningJobOrBuilder
      Returns:
      The endTime.

    • getEndTimeOrBuilder

      public com.google.protobuf.TimestampOrBuilder getEndTimeOrBuilder()
       Output only. Time when the TuningJob entered any of the following
 [JobStates][google.cloud.aiplatform.v1.JobState]: `JOB_STATE_SUCCEEDED`,
 `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`, `JOB_STATE_EXPIRED`.
      .google.protobuf.Timestamp end_time = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getEndTimeOrBuilder in interface TuningJobOrBuilder

    • hasUpdateTime

      public boolean hasUpdateTime()
       Output only. Time when the
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] was most recently
 updated.
      .google.protobuf.Timestamp update_time = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      hasUpdateTime in interface TuningJobOrBuilder
      Returns:
      Whether the updateTime field is set.

    • getUpdateTime

      public com.google.protobuf.Timestamp getUpdateTime()
       Output only. Time when the
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] was most recently
 updated.
      .google.protobuf.Timestamp update_time = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getUpdateTime in interface TuningJobOrBuilder
      Returns:
      The updateTime.

    • getUpdateTimeOrBuilder

      public com.google.protobuf.TimestampOrBuilder getUpdateTimeOrBuilder()
       Output only. Time when the
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] was most recently
 updated.
      .google.protobuf.Timestamp update_time = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getUpdateTimeOrBuilder in interface TuningJobOrBuilder

    • hasError

      public boolean hasError()
       Output only. Only populated when job's state is `JOB_STATE_FAILED` or
 `JOB_STATE_CANCELLED`.
      .google.rpc.Status error = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      hasError in interface TuningJobOrBuilder
      Returns:
      Whether the error field is set.

    • getError

      public Status getError()
       Output only. Only populated when job's state is `JOB_STATE_FAILED` or
 `JOB_STATE_CANCELLED`.
      .google.rpc.Status error = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getError in interface TuningJobOrBuilder
      Returns:
      The error.

    • getErrorOrBuilder

      public StatusOrBuilder getErrorOrBuilder()
       Output only. Only populated when job's state is `JOB_STATE_FAILED` or
 `JOB_STATE_CANCELLED`.
      .google.rpc.Status error = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getErrorOrBuilder in interface TuningJobOrBuilder

    • getLabelsCount

      public int getLabelsCount()
      Description copied from interface: TuningJobOrBuilder
       Optional. The labels with user-defined metadata to organize
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] and generated resources
 such as [Model][google.cloud.aiplatform.v1.Model] and
 [Endpoint][google.cloud.aiplatform.v1.Endpoint].

 Label keys and values can be no longer than 64 characters
 (Unicode codepoints), can only contain lowercase letters, numeric
 characters, underscores and dashes. International characters are allowed.

 See https://goo.gl/xmQnxf for more information and examples of labels.
      map<string, string> labels = 12 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getLabelsCount in interface TuningJobOrBuilder

    • containsLabels

      public boolean containsLabels(String key)
       Optional. The labels with user-defined metadata to organize
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] and generated resources
 such as [Model][google.cloud.aiplatform.v1.Model] and
 [Endpoint][google.cloud.aiplatform.v1.Endpoint].

 Label keys and values can be no longer than 64 characters
 (Unicode codepoints), can only contain lowercase letters, numeric
 characters, underscores and dashes. International characters are allowed.

 See https://goo.gl/xmQnxf for more information and examples of labels.
      map<string, string> labels = 12 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      containsLabels in interface TuningJobOrBuilder

    • getLabels

      @Deprecated public Map<String,String> getLabels()
      Deprecated.
      Use getLabelsMap() instead.
      Specified by:
      getLabels in interface TuningJobOrBuilder

    • getLabelsMap

      public Map<String,String> getLabelsMap()
       Optional. The labels with user-defined metadata to organize
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] and generated resources
 such as [Model][google.cloud.aiplatform.v1.Model] and
 [Endpoint][google.cloud.aiplatform.v1.Endpoint].

 Label keys and values can be no longer than 64 characters
 (Unicode codepoints), can only contain lowercase letters, numeric
 characters, underscores and dashes. International characters are allowed.

 See https://goo.gl/xmQnxf for more information and examples of labels.
      map<string, string> labels = 12 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getLabelsMap in interface TuningJobOrBuilder

    • getLabelsOrDefault

      public String getLabelsOrDefault(String key, String defaultValue)
       Optional. The labels with user-defined metadata to organize
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] and generated resources
 such as [Model][google.cloud.aiplatform.v1.Model] and
 [Endpoint][google.cloud.aiplatform.v1.Endpoint].

 Label keys and values can be no longer than 64 characters
 (Unicode codepoints), can only contain lowercase letters, numeric
 characters, underscores and dashes. International characters are allowed.

 See https://goo.gl/xmQnxf for more information and examples of labels.
      map<string, string> labels = 12 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getLabelsOrDefault in interface TuningJobOrBuilder

    • getLabelsOrThrow

      public String getLabelsOrThrow(String key)
       Optional. The labels with user-defined metadata to organize
 [TuningJob][google.cloud.aiplatform.v1.TuningJob] and generated resources
 such as [Model][google.cloud.aiplatform.v1.Model] and
 [Endpoint][google.cloud.aiplatform.v1.Endpoint].

 Label keys and values can be no longer than 64 characters
 (Unicode codepoints), can only contain lowercase letters, numeric
 characters, underscores and dashes. International characters are allowed.

 See https://goo.gl/xmQnxf for more information and examples of labels.
      map<string, string> labels = 12 [(.google.api.field_behavior) = OPTIONAL];
      Specified by:
      getLabelsOrThrow in interface TuningJobOrBuilder

    • getExperiment

      public String getExperiment()
       Output only. The Experiment associated with this
 [TuningJob][google.cloud.aiplatform.v1.TuningJob].
      string experiment = 13 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }
      Specified by:
      getExperiment in interface TuningJobOrBuilder
      Returns:
      The experiment.

    • getExperimentBytes

      public com.google.protobuf.ByteString getExperimentBytes()
       Output only. The Experiment associated with this
 [TuningJob][google.cloud.aiplatform.v1.TuningJob].
      string experiment = 13 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }
      Specified by:
      getExperimentBytes in interface TuningJobOrBuilder
      Returns:
      The bytes for experiment.

    • hasTunedModel

      public boolean hasTunedModel()
       Output only. The tuned model resources associated with this
 [TuningJob][google.cloud.aiplatform.v1.TuningJob].
      .google.cloud.aiplatform.v1.TunedModel tuned_model = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      hasTunedModel in interface TuningJobOrBuilder
      Returns:
      Whether the tunedModel field is set.

    • getTunedModel

      public TunedModel getTunedModel()
       Output only. The tuned model resources associated with this
 [TuningJob][google.cloud.aiplatform.v1.TuningJob].
      .google.cloud.aiplatform.v1.TunedModel tuned_model = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getTunedModel in interface TuningJobOrBuilder
      Returns:
      The tunedModel.

    • getTunedModelOrBuilder

      public TunedModelOrBuilder getTunedModelOrBuilder()
       Output only. The tuned model resources associated with this
 [TuningJob][google.cloud.aiplatform.v1.TuningJob].
      .google.cloud.aiplatform.v1.TunedModel tuned_model = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getTunedModelOrBuilder in interface TuningJobOrBuilder

    • hasTuningDataStats

      public boolean hasTuningDataStats()
       Output only. The tuning data statistics associated with this
 [TuningJob][google.cloud.aiplatform.v1.TuningJob].
      .google.cloud.aiplatform.v1.TuningDataStats tuning_data_stats = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      hasTuningDataStats in interface TuningJobOrBuilder
      Returns:
      Whether the tuningDataStats field is set.

    • getTuningDataStats

      public TuningDataStats getTuningDataStats()
       Output only. The tuning data statistics associated with this
 [TuningJob][google.cloud.aiplatform.v1.TuningJob].
      .google.cloud.aiplatform.v1.TuningDataStats tuning_data_stats = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getTuningDataStats in interface TuningJobOrBuilder
      Returns:
      The tuningDataStats.

    • getTuningDataStatsOrBuilder

      public TuningDataStatsOrBuilder getTuningDataStatsOrBuilder()
       Output only. The tuning data statistics associated with this
 [TuningJob][google.cloud.aiplatform.v1.TuningJob].
      .google.cloud.aiplatform.v1.TuningDataStats tuning_data_stats = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getTuningDataStatsOrBuilder in interface TuningJobOrBuilder

    • hasEncryptionSpec

      public boolean hasEncryptionSpec()
       Customer-managed encryption key options for a TuningJob. If this is set,
 then all resources created by the TuningJob will be encrypted with the
 provided encryption key.
      .google.cloud.aiplatform.v1.EncryptionSpec encryption_spec = 16;
      Specified by:
      hasEncryptionSpec in interface TuningJobOrBuilder
      Returns:
      Whether the encryptionSpec field is set.

    • getEncryptionSpec

      public EncryptionSpec getEncryptionSpec()
       Customer-managed encryption key options for a TuningJob. If this is set,
 then all resources created by the TuningJob will be encrypted with the
 provided encryption key.
      .google.cloud.aiplatform.v1.EncryptionSpec encryption_spec = 16;
      Specified by:
      getEncryptionSpec in interface TuningJobOrBuilder
      Returns:
      The encryptionSpec.

    • getEncryptionSpecOrBuilder

      public EncryptionSpecOrBuilder getEncryptionSpecOrBuilder()
       Customer-managed encryption key options for a TuningJob. If this is set,
 then all resources created by the TuningJob will be encrypted with the
 provided encryption key.
      .google.cloud.aiplatform.v1.EncryptionSpec encryption_spec = 16;
      Specified by:
      getEncryptionSpecOrBuilder in interface TuningJobOrBuilder

    • getServiceAccount

      public String getServiceAccount()
       The service account that the tuningJob workload runs as.
 If not specified, the Vertex AI Secure Fine-Tuned Service Agent in the
 project will be used. See
 https://cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent

 Users starting the pipeline must have the `iam.serviceAccounts.actAs`
 permission on this service account.
      string service_account = 22;
      Specified by:
      getServiceAccount in interface TuningJobOrBuilder
      Returns:
      The serviceAccount.

    • getServiceAccountBytes

      public com.google.protobuf.ByteString getServiceAccountBytes()
       The service account that the tuningJob workload runs as.
 If not specified, the Vertex AI Secure Fine-Tuned Service Agent in the
 project will be used. See
 https://cloud.google.com/iam/docs/service-agents#vertex-ai-secure-fine-tuning-service-agent

 Users starting the pipeline must have the `iam.serviceAccounts.actAs`
 permission on this service account.
      string service_account = 22;
      Specified by:
      getServiceAccountBytes in interface TuningJobOrBuilder
      Returns:
      The bytes for serviceAccount.

    • getEvaluateDatasetRunsList

      public List<EvaluateDatasetRun> getEvaluateDatasetRunsList()
       Output only. Evaluation runs for the Tuning Job.
      repeated .google.cloud.aiplatform.v1.EvaluateDatasetRun evaluate_dataset_runs = 32 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getEvaluateDatasetRunsList in interface TuningJobOrBuilder

    • getEvaluateDatasetRunsOrBuilderList

      public List<? extends EvaluateDatasetRunOrBuilder> getEvaluateDatasetRunsOrBuilderList()
       Output only. Evaluation runs for the Tuning Job.
      repeated .google.cloud.aiplatform.v1.EvaluateDatasetRun evaluate_dataset_runs = 32 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getEvaluateDatasetRunsOrBuilderList in interface TuningJobOrBuilder

    • getEvaluateDatasetRunsCount

      public int getEvaluateDatasetRunsCount()
       Output only. Evaluation runs for the Tuning Job.
      repeated .google.cloud.aiplatform.v1.EvaluateDatasetRun evaluate_dataset_runs = 32 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getEvaluateDatasetRunsCount in interface TuningJobOrBuilder

    • getEvaluateDatasetRuns

      public EvaluateDatasetRun getEvaluateDatasetRuns(int index)
       Output only. Evaluation runs for the Tuning Job.
      repeated .google.cloud.aiplatform.v1.EvaluateDatasetRun evaluate_dataset_runs = 32 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getEvaluateDatasetRuns in interface TuningJobOrBuilder

    • getEvaluateDatasetRunsOrBuilder

      public EvaluateDatasetRunOrBuilder getEvaluateDatasetRunsOrBuilder(int index)
       Output only. Evaluation runs for the Tuning Job.
      repeated .google.cloud.aiplatform.v1.EvaluateDatasetRun evaluate_dataset_runs = 32 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getEvaluateDatasetRunsOrBuilder in interface TuningJobOrBuilder

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessage

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static TuningJob parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TuningJob parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TuningJob parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TuningJob parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TuningJob parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TuningJob parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static TuningJob parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static TuningJob parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static TuningJob parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static TuningJob parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static TuningJob parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static TuningJob parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public TuningJob.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static TuningJob.Builder newBuilder()

    • newBuilder

      public static TuningJob.Builder newBuilder(TuningJob prototype)

    • toBuilder

      public TuningJob.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected TuningJob.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static TuningJob getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<TuningJob> parser()

    • getParserForType

      public com.google.protobuf.Parser<TuningJob> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessage

    • getDefaultInstanceForType

      public TuningJob getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder