Interface TuningJobOrBuilder (3.55.0) 

public interface TuningJobOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

containsLabels(String key)

public abstract boolean containsLabels(String key)

Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and 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];

Parameter
Name Description
key String
Returns
Type Description
boolean

getBaseModel()

public abstract String getBaseModel()

The base model that is being tuned, e.g., "gemini-1.0-pro-002".

string base_model = 4;

Returns
Type Description
String

The baseModel.

getBaseModelBytes()

public abstract ByteString getBaseModelBytes()

The base model that is being tuned, e.g., "gemini-1.0-pro-002".

string base_model = 4;

Returns
Type Description
ByteString

The bytes for baseModel.

getCreateTime()

public abstract Timestamp getCreateTime()

Output only. Time when the TuningJob was created.

.google.protobuf.Timestamp create_time = 7 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
Timestamp

The createTime.

getCreateTimeOrBuilder()

public abstract TimestampOrBuilder getCreateTimeOrBuilder()

Output only. Time when the TuningJob was created.

.google.protobuf.Timestamp create_time = 7 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
TimestampOrBuilder

getDescription()

public abstract String getDescription()

Optional. The description of the TuningJob.

string description = 3 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
String

The description.

getDescriptionBytes()

public abstract ByteString getDescriptionBytes()

Optional. The description of the TuningJob.

string description = 3 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
ByteString

The bytes for description.

getDistillationSpec()

public abstract DistillationSpec getDistillationSpec()

Tuning Spec for Distillation.

.google.cloud.aiplatform.v1beta1.DistillationSpec distillation_spec = 17;

Returns
Type Description
DistillationSpec

The distillationSpec.

getDistillationSpecOrBuilder()

public abstract DistillationSpecOrBuilder getDistillationSpecOrBuilder()

Tuning Spec for Distillation.

.google.cloud.aiplatform.v1beta1.DistillationSpec distillation_spec = 17;

Returns
Type Description
DistillationSpecOrBuilder

getEncryptionSpec()

public abstract 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.v1beta1.EncryptionSpec encryption_spec = 16;

Returns
Type Description
EncryptionSpec

The encryptionSpec.

getEncryptionSpecOrBuilder()

public abstract 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.v1beta1.EncryptionSpec encryption_spec = 16;

Returns
Type Description
EncryptionSpecOrBuilder

getEndTime()

public abstract Timestamp getEndTime()

Output only. Time when the TuningJob entered any of the following JobStates: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED, JOB_STATE_EXPIRED.

.google.protobuf.Timestamp end_time = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
Timestamp

The endTime.

getEndTimeOrBuilder()

public abstract TimestampOrBuilder getEndTimeOrBuilder()

Output only. Time when the TuningJob entered any of the following JobStates: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED, JOB_STATE_EXPIRED.

.google.protobuf.Timestamp end_time = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
TimestampOrBuilder

getError()

public abstract 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];

Returns
Type Description
com.google.rpc.Status

The error.

getErrorOrBuilder()

public abstract 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];

Returns
Type Description
com.google.rpc.StatusOrBuilder

getExperiment()

public abstract String getExperiment()

Output only. The Experiment associated with this TuningJob.

string experiment = 13 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }

Returns
Type Description
String

The experiment.

getExperimentBytes()

public abstract ByteString getExperimentBytes()

Output only. The Experiment associated with this TuningJob.

string experiment = 13 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }

Returns
Type Description
ByteString

The bytes for experiment.

getLabels() (deprecated)

public abstract Map<String,String> getLabels()

Use #getLabelsMap() instead.

Returns
Type Description
Map<String,String>

getLabelsCount()

public abstract int getLabelsCount()

Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and 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];

Returns
Type Description
int

getLabelsMap()

public abstract Map<String,String> getLabelsMap()

Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and 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];

Returns
Type Description
Map<String,String>

getLabelsOrDefault(String key, String defaultValue)

public abstract String getLabelsOrDefault(String key, String defaultValue)

Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and 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];

Parameters
Name Description
key String
defaultValue String
Returns
Type Description
String

getLabelsOrThrow(String key)

public abstract String getLabelsOrThrow(String key)

Optional. The labels with user-defined metadata to organize TuningJob and generated resources such as Model and 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];

Parameter
Name Description
key String
Returns
Type Description
String

getName()

public abstract 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];

Returns
Type Description
String

The name.

getNameBytes()

public abstract 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];

Returns
Type Description
ByteString

The bytes for name.

getPartnerModelTuningSpec()

public abstract PartnerModelTuningSpec getPartnerModelTuningSpec()

Tuning Spec for open sourced and third party partner models.

.google.cloud.aiplatform.v1beta1.PartnerModelTuningSpec partner_model_tuning_spec = 21;

Returns
Type Description
PartnerModelTuningSpec

The partnerModelTuningSpec.

getPartnerModelTuningSpecOrBuilder()

public abstract PartnerModelTuningSpecOrBuilder getPartnerModelTuningSpecOrBuilder()

Tuning Spec for open sourced and third party partner models.

.google.cloud.aiplatform.v1beta1.PartnerModelTuningSpec partner_model_tuning_spec = 21;

Returns
Type Description
PartnerModelTuningSpecOrBuilder

getPipelineJob()

public abstract String getPipelineJob()

Output only. The resource name of the PipelineJob associated with the TuningJob. Format: projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}.

string pipeline_job = 18 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }

Returns
Type Description
String

The pipelineJob.

getPipelineJobBytes()

public abstract ByteString getPipelineJobBytes()

Output only. The resource name of the PipelineJob associated with the TuningJob. Format: projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}.

string pipeline_job = 18 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }

Returns
Type Description
ByteString

The bytes for pipelineJob.

getServiceAccount()

public abstract 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;

Returns
Type Description
String

The serviceAccount.

getServiceAccountBytes()

public abstract 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;

Returns
Type Description
ByteString

The bytes for serviceAccount.

getSourceModelCase()

public abstract TuningJob.SourceModelCase getSourceModelCase()
Returns
Type Description
TuningJob.SourceModelCase

getStartTime()

public abstract Timestamp getStartTime()

Output only. Time when the TuningJob for the first time entered the JOB_STATE_RUNNING state.

.google.protobuf.Timestamp start_time = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
Timestamp

The startTime.

getStartTimeOrBuilder()

public abstract TimestampOrBuilder getStartTimeOrBuilder()

Output only. Time when the TuningJob for the first time entered the JOB_STATE_RUNNING state.

.google.protobuf.Timestamp start_time = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
TimestampOrBuilder

getState()

public abstract JobState getState()

Output only. The detailed state of the job.

.google.cloud.aiplatform.v1beta1.JobState state = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
JobState

The state.

getStateValue()

public abstract int getStateValue()

Output only. The detailed state of the job.

.google.cloud.aiplatform.v1beta1.JobState state = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
int

The enum numeric value on the wire for state.

getSupervisedTuningSpec()

public abstract SupervisedTuningSpec getSupervisedTuningSpec()

Tuning Spec for Supervised Fine Tuning.

.google.cloud.aiplatform.v1beta1.SupervisedTuningSpec supervised_tuning_spec = 5;

Returns
Type Description
SupervisedTuningSpec

The supervisedTuningSpec.

getSupervisedTuningSpecOrBuilder()

public abstract SupervisedTuningSpecOrBuilder getSupervisedTuningSpecOrBuilder()

Tuning Spec for Supervised Fine Tuning.

.google.cloud.aiplatform.v1beta1.SupervisedTuningSpec supervised_tuning_spec = 5;

Returns
Type Description
SupervisedTuningSpecOrBuilder

getTunedModel()

public abstract TunedModel getTunedModel()

Output only. The tuned model resources assiociated with this TuningJob.

.google.cloud.aiplatform.v1beta1.TunedModel tuned_model = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
TunedModel

The tunedModel.

getTunedModelDisplayName()

public abstract String getTunedModelDisplayName()

Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters.

string tuned_model_display_name = 2 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
String

The tunedModelDisplayName.

getTunedModelDisplayNameBytes()

public abstract ByteString getTunedModelDisplayNameBytes()

Optional. The display name of the TunedModel. The name can be up to 128 characters long and can consist of any UTF-8 characters.

string tuned_model_display_name = 2 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type Description
ByteString

The bytes for tunedModelDisplayName.

getTunedModelOrBuilder()

public abstract TunedModelOrBuilder getTunedModelOrBuilder()

Output only. The tuned model resources assiociated with this TuningJob.

.google.cloud.aiplatform.v1beta1.TunedModel tuned_model = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
TunedModelOrBuilder

getTuningDataStats()

public abstract TuningDataStats getTuningDataStats()

Output only. The tuning data statistics associated with this TuningJob.

.google.cloud.aiplatform.v1beta1.TuningDataStats tuning_data_stats = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
TuningDataStats

The tuningDataStats.

getTuningDataStatsOrBuilder()

public abstract TuningDataStatsOrBuilder getTuningDataStatsOrBuilder()

Output only. The tuning data statistics associated with this TuningJob.

.google.cloud.aiplatform.v1beta1.TuningDataStats tuning_data_stats = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
TuningDataStatsOrBuilder

getTuningSpecCase()

public abstract TuningJob.TuningSpecCase getTuningSpecCase()
Returns
Type Description
TuningJob.TuningSpecCase

getUpdateTime()

public abstract Timestamp getUpdateTime()

Output only. Time when the TuningJob was most recently updated.

.google.protobuf.Timestamp update_time = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
Timestamp

The updateTime.

getUpdateTimeOrBuilder()

public abstract TimestampOrBuilder getUpdateTimeOrBuilder()

Output only. Time when the TuningJob was most recently updated.

.google.protobuf.Timestamp update_time = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
TimestampOrBuilder

hasBaseModel()

public abstract boolean hasBaseModel()

The base model that is being tuned, e.g., "gemini-1.0-pro-002".

string base_model = 4;

Returns
Type Description
boolean

Whether the baseModel field is set.

hasCreateTime()

public abstract boolean hasCreateTime()

Output only. Time when the TuningJob was created.

.google.protobuf.Timestamp create_time = 7 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
boolean

Whether the createTime field is set.

hasDistillationSpec()

public abstract boolean hasDistillationSpec()

Tuning Spec for Distillation.

.google.cloud.aiplatform.v1beta1.DistillationSpec distillation_spec = 17;

Returns
Type Description
boolean

Whether the distillationSpec field is set.

hasEncryptionSpec()

public abstract 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.v1beta1.EncryptionSpec encryption_spec = 16;

Returns
Type Description
boolean

Whether the encryptionSpec field is set.

hasEndTime()

public abstract boolean hasEndTime()

Output only. Time when the TuningJob entered any of the following JobStates: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED, JOB_STATE_EXPIRED.

.google.protobuf.Timestamp end_time = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
boolean

Whether the endTime field is set.

hasError()

public abstract 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];

Returns
Type Description
boolean

Whether the error field is set.

hasPartnerModelTuningSpec()

public abstract boolean hasPartnerModelTuningSpec()

Tuning Spec for open sourced and third party partner models.

.google.cloud.aiplatform.v1beta1.PartnerModelTuningSpec partner_model_tuning_spec = 21;

Returns
Type Description
boolean

Whether the partnerModelTuningSpec field is set.

hasStartTime()

public abstract boolean hasStartTime()

Output only. Time when the TuningJob for the first time entered the JOB_STATE_RUNNING state.

.google.protobuf.Timestamp start_time = 8 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
boolean

Whether the startTime field is set.

hasSupervisedTuningSpec()

public abstract boolean hasSupervisedTuningSpec()

Tuning Spec for Supervised Fine Tuning.

.google.cloud.aiplatform.v1beta1.SupervisedTuningSpec supervised_tuning_spec = 5;

Returns
Type Description
boolean

Whether the supervisedTuningSpec field is set.

hasTunedModel()

public abstract boolean hasTunedModel()

Output only. The tuned model resources assiociated with this TuningJob.

.google.cloud.aiplatform.v1beta1.TunedModel tuned_model = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
boolean

Whether the tunedModel field is set.

hasTuningDataStats()

public abstract boolean hasTuningDataStats()

Output only. The tuning data statistics associated with this TuningJob.

.google.cloud.aiplatform.v1beta1.TuningDataStats tuning_data_stats = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
boolean

Whether the tuningDataStats field is set.

hasUpdateTime()

public abstract boolean hasUpdateTime()

Output only. Time when the TuningJob was most recently updated.

.google.protobuf.Timestamp update_time = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
Type Description
boolean

Whether the updateTime field is set.