Interface HyperparameterTuningJobOrBuilder (2.7.4)

Version 2.7.4

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public interface HyperparameterTuningJobOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

containsLabels(String key)

public abstract boolean containsLabels(String key)

The labels with user-defined metadata to organize HyperparameterTuningJobs. 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 = 16;

Parameter

Name	Description
key	String

Returns

Type	Description
boolean

getCreateTime()

public abstract Timestamp getCreateTime()

Output only. Time when the HyperparameterTuningJob was created.

.google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
Timestamp	The createTime.

getCreateTimeOrBuilder()

public abstract TimestampOrBuilder getCreateTimeOrBuilder()

Output only. Time when the HyperparameterTuningJob was created.

.google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
TimestampOrBuilder

getDisplayName()

public abstract String getDisplayName()

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

string display_name = 2 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
String	The displayName.

getDisplayNameBytes()

public abstract ByteString getDisplayNameBytes()

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

string display_name = 2 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
ByteString	The bytes for displayName.

getEncryptionSpec()

public abstract EncryptionSpec getEncryptionSpec()

Customer-managed encryption key options for a HyperparameterTuningJob. If this is set, then all resources created by the HyperparameterTuningJob will be encrypted with the provided encryption key.

.google.cloud.aiplatform.v1.EncryptionSpec encryption_spec = 17;

Returns

Type	Description
EncryptionSpec	The encryptionSpec.

getEncryptionSpecOrBuilder()

public abstract EncryptionSpecOrBuilder getEncryptionSpecOrBuilder()

Customer-managed encryption key options for a HyperparameterTuningJob. If this is set, then all resources created by the HyperparameterTuningJob will be encrypted with the provided encryption key.

.google.cloud.aiplatform.v1.EncryptionSpec encryption_spec = 17;

Returns

Type	Description
EncryptionSpecOrBuilder

getEndTime()

public abstract Timestamp getEndTime()

Output only. Time when the HyperparameterTuningJob entered any of the following states: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.

.google.protobuf.Timestamp end_time = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
Timestamp	The endTime.

getEndTimeOrBuilder()

public abstract TimestampOrBuilder getEndTimeOrBuilder()

Output only. Time when the HyperparameterTuningJob entered any of the following states: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.

.google.protobuf.Timestamp end_time = 13 [(.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 = 15 [(.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 = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
com.google.rpc.StatusOrBuilder

getLabels()

public abstract Map<String,String> getLabels()

Use #getLabelsMap() instead.

Returns

Type	Description
Map<String,String>

getLabelsCount()

public abstract int getLabelsCount()

The labels with user-defined metadata to organize HyperparameterTuningJobs. 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 = 16;

Returns

Type	Description
int

getLabelsMap()

public abstract Map<String,String> getLabelsMap()

The labels with user-defined metadata to organize HyperparameterTuningJobs. 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 = 16;

Returns

Type	Description
Map<String,String>

getLabelsOrDefault(String key, String defaultValue)

public abstract String getLabelsOrDefault(String key, String defaultValue)

The labels with user-defined metadata to organize HyperparameterTuningJobs. 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 = 16;

Parameters

Name	Description
key	String
defaultValue	String

Returns

Type	Description
String

getLabelsOrThrow(String key)

public abstract String getLabelsOrThrow(String key)

The labels with user-defined metadata to organize HyperparameterTuningJobs. 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 = 16;

Parameter

Name	Description
key	String

Returns

Type	Description
String

getMaxFailedTrialCount()

public abstract int getMaxFailedTrialCount()

The number of failed Trials that need to be seen before failing the HyperparameterTuningJob. If set to 0, Vertex AI decides how many Trials must fail before the whole job fails.

int32 max_failed_trial_count = 7;

Returns

Type	Description
int	The maxFailedTrialCount.

getMaxTrialCount()

public abstract int getMaxTrialCount()

Required. The desired total number of Trials.

int32 max_trial_count = 5 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
int	The maxTrialCount.

getName()

public abstract String getName()

Output only. Resource name of the HyperparameterTuningJob.

string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
String	The name.

getNameBytes()

public abstract ByteString getNameBytes()

Output only. Resource name of the HyperparameterTuningJob.

string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
ByteString	The bytes for name.

getParallelTrialCount()

public abstract int getParallelTrialCount()

Required. The desired number of Trials to run in parallel.

int32 parallel_trial_count = 6 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
int	The parallelTrialCount.

getStartTime()

public abstract Timestamp getStartTime()

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

.google.protobuf.Timestamp start_time = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
Timestamp	The startTime.

getStartTimeOrBuilder()

public abstract TimestampOrBuilder getStartTimeOrBuilder()

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

.google.protobuf.Timestamp start_time = 12 [(.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.v1.JobState state = 10 [(.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.v1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
int	The enum numeric value on the wire for state.

getStudySpec()

public abstract StudySpec getStudySpec()

Required. Study configuration of the HyperparameterTuningJob.

.google.cloud.aiplatform.v1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
StudySpec	The studySpec.

getStudySpecOrBuilder()

public abstract StudySpecOrBuilder getStudySpecOrBuilder()

Required. Study configuration of the HyperparameterTuningJob.

.google.cloud.aiplatform.v1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
StudySpecOrBuilder

getTrialJobSpec()

public abstract CustomJobSpec getTrialJobSpec()

Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.

.google.cloud.aiplatform.v1.CustomJobSpec trial_job_spec = 8 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
CustomJobSpec	The trialJobSpec.

getTrialJobSpecOrBuilder()

public abstract CustomJobSpecOrBuilder getTrialJobSpecOrBuilder()

Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.

.google.cloud.aiplatform.v1.CustomJobSpec trial_job_spec = 8 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
CustomJobSpecOrBuilder

getTrials(int index)

public abstract Trial getTrials(int index)

Output only. Trials of the HyperparameterTuningJob.

repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
index	int

Returns

Type	Description
Trial

getTrialsCount()

public abstract int getTrialsCount()

Output only. Trials of the HyperparameterTuningJob.

repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
int

getTrialsList()

public abstract List<Trial> getTrialsList()

Output only. Trials of the HyperparameterTuningJob.

repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
List<Trial>

getTrialsOrBuilder(int index)

public abstract TrialOrBuilder getTrialsOrBuilder(int index)

Output only. Trials of the HyperparameterTuningJob.

repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
index	int

Returns

Type	Description
TrialOrBuilder

getTrialsOrBuilderList()

public abstract List<? extends TrialOrBuilder> getTrialsOrBuilderList()

Output only. Trials of the HyperparameterTuningJob.

repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
List<? extends com.google.cloud.aiplatform.v1.TrialOrBuilder>

getUpdateTime()

public abstract Timestamp getUpdateTime()

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

.google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
Timestamp	The updateTime.

getUpdateTimeOrBuilder()

public abstract TimestampOrBuilder getUpdateTimeOrBuilder()

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

.google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
TimestampOrBuilder

hasCreateTime()

public abstract boolean hasCreateTime()

Output only. Time when the HyperparameterTuningJob was created.

.google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
boolean	Whether the createTime field is set.

hasEncryptionSpec()

public abstract boolean hasEncryptionSpec()

Customer-managed encryption key options for a HyperparameterTuningJob. If this is set, then all resources created by the HyperparameterTuningJob will be encrypted with the provided encryption key.

.google.cloud.aiplatform.v1.EncryptionSpec encryption_spec = 17;

Returns

Type	Description
boolean	Whether the encryptionSpec field is set.

hasEndTime()

public abstract boolean hasEndTime()

Output only. Time when the HyperparameterTuningJob entered any of the following states: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.

.google.protobuf.Timestamp end_time = 13 [(.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 = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
boolean	Whether the error field is set.

hasStartTime()

public abstract boolean hasStartTime()

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

.google.protobuf.Timestamp start_time = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
boolean	Whether the startTime field is set.

hasStudySpec()

public abstract boolean hasStudySpec()

Required. Study configuration of the HyperparameterTuningJob.

.google.cloud.aiplatform.v1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
boolean	Whether the studySpec field is set.

hasTrialJobSpec()

public abstract boolean hasTrialJobSpec()

Required. The spec of a trial job. The same spec applies to the CustomJobs created in all the trials.

.google.cloud.aiplatform.v1.CustomJobSpec trial_job_spec = 8 [(.google.api.field_behavior) = REQUIRED];

Returns

Type	Description
boolean	Whether the trialJobSpec field is set.

hasUpdateTime()

public abstract boolean hasUpdateTime()

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

.google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
boolean	Whether the updateTime field is set.