Package com.google.cloud.aiplatform.v1

Class HyperparameterTuningJob.Builder

  • All Implemented Interfaces:
    HyperparameterTuningJobOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable
    Enclosing class:
    HyperparameterTuningJob
    public static final class HyperparameterTuningJob.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>
implements HyperparameterTuningJobOrBuilder
     Represents a HyperparameterTuningJob. A HyperparameterTuningJob
 has a Study specification and multiple CustomJobs with identical
 CustomJob specification.
    Protobuf type google.cloud.aiplatform.v1.HyperparameterTuningJob

    • Method Detail

      • getDescriptor

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

      • internalGetMapField

        protected com.google.protobuf.MapField internalGetMapField​(int number)
        Overrides:
        internalGetMapField in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • internalGetMutableMapField

        protected com.google.protobuf.MapField internalGetMutableMapField​(int number)
        Overrides:
        internalGetMutableMapField in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • internalGetFieldAccessorTable

        protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • clear

        public HyperparameterTuningJob.Builder clear()
        Specified by:
        clear in interface com.google.protobuf.Message.Builder
        Specified by:
        clear in interface com.google.protobuf.MessageLite.Builder
        Overrides:
        clear in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • getDescriptorForType

        public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
        Specified by:
        getDescriptorForType in interface com.google.protobuf.Message.Builder
        Specified by:
        getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
        Overrides:
        getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • getDefaultInstanceForType

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

      • build

        public HyperparameterTuningJob build()
        Specified by:
        build in interface com.google.protobuf.Message.Builder
        Specified by:
        build in interface com.google.protobuf.MessageLite.Builder

      • buildPartial

        public HyperparameterTuningJob buildPartial()
        Specified by:
        buildPartial in interface com.google.protobuf.Message.Builder
        Specified by:
        buildPartial in interface com.google.protobuf.MessageLite.Builder

      • clone

        public HyperparameterTuningJob.Builder clone()
        Specified by:
        clone in interface com.google.protobuf.Message.Builder
        Specified by:
        clone in interface com.google.protobuf.MessageLite.Builder
        Overrides:
        clone in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • clearField

        public HyperparameterTuningJob.Builder clearField​(com.google.protobuf.Descriptors.FieldDescriptor field)
        Specified by:
        clearField in interface com.google.protobuf.Message.Builder
        Overrides:
        clearField in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • clearOneof

        public HyperparameterTuningJob.Builder clearOneof​(com.google.protobuf.Descriptors.OneofDescriptor oneof)
        Specified by:
        clearOneof in interface com.google.protobuf.Message.Builder
        Overrides:
        clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • setRepeatedField

        public HyperparameterTuningJob.Builder setRepeatedField​(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                        int index,
                                                        Object value)
        Specified by:
        setRepeatedField in interface com.google.protobuf.Message.Builder
        Overrides:
        setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • addRepeatedField

        public HyperparameterTuningJob.Builder addRepeatedField​(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                        Object value)
        Specified by:
        addRepeatedField in interface com.google.protobuf.Message.Builder
        Overrides:
        addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • mergeFrom

        public HyperparameterTuningJob.Builder mergeFrom​(com.google.protobuf.CodedInputStream input,
                                                 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                          throws IOException
        Specified by:
        mergeFrom in interface com.google.protobuf.Message.Builder
        Specified by:
        mergeFrom in interface com.google.protobuf.MessageLite.Builder
        Overrides:
        mergeFrom in class com.google.protobuf.AbstractMessage.Builder<HyperparameterTuningJob.Builder>
        Throws:
        IOException

      • getName

        public String getName()
         Output only. Resource name of the HyperparameterTuningJob.
        string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        getName in interface HyperparameterTuningJobOrBuilder
        Returns:
        The name.

      • getNameBytes

        public com.google.protobuf.ByteString getNameBytes()
         Output only. Resource name of the HyperparameterTuningJob.
        string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        getNameBytes in interface HyperparameterTuningJobOrBuilder
        Returns:
        The bytes for name.

      • setName

        public HyperparameterTuningJob.Builder setName​(String value)
         Output only. Resource name of the HyperparameterTuningJob.
        string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Parameters:
        value - The name to set.
        Returns:
        This builder for chaining.

      • clearName

        public HyperparameterTuningJob.Builder clearName()
         Output only. Resource name of the HyperparameterTuningJob.
        string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Returns:
        This builder for chaining.

      • setNameBytes

        public HyperparameterTuningJob.Builder setNameBytes​(com.google.protobuf.ByteString value)
         Output only. Resource name of the HyperparameterTuningJob.
        string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Parameters:
        value - The bytes for name to set.
        Returns:
        This builder for chaining.

      • getDisplayName

        public String getDisplayName()
         Required. The display name of the HyperparameterTuningJob.
 The name can be up to 128 characters long and can consist of any UTF-8
 characters.
        string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getDisplayName in interface HyperparameterTuningJobOrBuilder
        Returns:
        The displayName.

      • getDisplayNameBytes

        public com.google.protobuf.ByteString getDisplayNameBytes()
         Required. The display name of the HyperparameterTuningJob.
 The name can be up to 128 characters long and can consist of any UTF-8
 characters.
        string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getDisplayNameBytes in interface HyperparameterTuningJobOrBuilder
        Returns:
        The bytes for displayName.

      • setDisplayName

        public HyperparameterTuningJob.Builder setDisplayName​(String value)
         Required. The display name of the HyperparameterTuningJob.
 The name can be up to 128 characters long and can consist of any UTF-8
 characters.
        string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
        Parameters:
        value - The displayName to set.
        Returns:
        This builder for chaining.

      • clearDisplayName

        public HyperparameterTuningJob.Builder clearDisplayName()
         Required. The display name of the HyperparameterTuningJob.
 The name can be up to 128 characters long and can consist of any UTF-8
 characters.
        string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
        Returns:
        This builder for chaining.

      • setDisplayNameBytes

        public HyperparameterTuningJob.Builder setDisplayNameBytes​(com.google.protobuf.ByteString value)
         Required. The display name of the HyperparameterTuningJob.
 The name can be up to 128 characters long and can consist of any UTF-8
 characters.
        string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
        Parameters:
        value - The bytes for displayName to set.
        Returns:
        This builder for chaining.

      • hasStudySpec

        public boolean hasStudySpec()
         Required. Study configuration of the HyperparameterTuningJob.
        .google.cloud.aiplatform.v1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        hasStudySpec in interface HyperparameterTuningJobOrBuilder
        Returns:
        Whether the studySpec field is set.

      • getStudySpec

        public StudySpec getStudySpec()
         Required. Study configuration of the HyperparameterTuningJob.
        .google.cloud.aiplatform.v1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getStudySpec in interface HyperparameterTuningJobOrBuilder
        Returns:
        The studySpec.

      • setStudySpec

        public HyperparameterTuningJob.Builder setStudySpec​(StudySpec value)
         Required. Study configuration of the HyperparameterTuningJob.
        .google.cloud.aiplatform.v1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];

      • setStudySpec

        public HyperparameterTuningJob.Builder setStudySpec​(StudySpec.Builder builderForValue)
         Required. Study configuration of the HyperparameterTuningJob.
        .google.cloud.aiplatform.v1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];

      • mergeStudySpec

        public HyperparameterTuningJob.Builder mergeStudySpec​(StudySpec value)
         Required. Study configuration of the HyperparameterTuningJob.
        .google.cloud.aiplatform.v1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];

      • clearStudySpec

        public HyperparameterTuningJob.Builder clearStudySpec()
         Required. Study configuration of the HyperparameterTuningJob.
        .google.cloud.aiplatform.v1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];

      • getStudySpecBuilder

        public StudySpec.Builder getStudySpecBuilder()
         Required. Study configuration of the HyperparameterTuningJob.
        .google.cloud.aiplatform.v1.StudySpec study_spec = 4 [(.google.api.field_behavior) = REQUIRED];

      • getMaxTrialCount

        public int getMaxTrialCount()
         Required. The desired total number of Trials.
        int32 max_trial_count = 5 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getMaxTrialCount in interface HyperparameterTuningJobOrBuilder
        Returns:
        The maxTrialCount.

      • setMaxTrialCount

        public HyperparameterTuningJob.Builder setMaxTrialCount​(int value)
         Required. The desired total number of Trials.
        int32 max_trial_count = 5 [(.google.api.field_behavior) = REQUIRED];
        Parameters:
        value - The maxTrialCount to set.
        Returns:
        This builder for chaining.

      • clearMaxTrialCount

        public HyperparameterTuningJob.Builder clearMaxTrialCount()
         Required. The desired total number of Trials.
        int32 max_trial_count = 5 [(.google.api.field_behavior) = REQUIRED];
        Returns:
        This builder for chaining.

      • getParallelTrialCount

        public int getParallelTrialCount()
         Required. The desired number of Trials to run in parallel.
        int32 parallel_trial_count = 6 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getParallelTrialCount in interface HyperparameterTuningJobOrBuilder
        Returns:
        The parallelTrialCount.

      • setParallelTrialCount

        public HyperparameterTuningJob.Builder setParallelTrialCount​(int value)
         Required. The desired number of Trials to run in parallel.
        int32 parallel_trial_count = 6 [(.google.api.field_behavior) = REQUIRED];
        Parameters:
        value - The parallelTrialCount to set.
        Returns:
        This builder for chaining.

      • clearParallelTrialCount

        public HyperparameterTuningJob.Builder clearParallelTrialCount()
         Required. The desired number of Trials to run in parallel.
        int32 parallel_trial_count = 6 [(.google.api.field_behavior) = REQUIRED];
        Returns:
        This builder for chaining.

      • getMaxFailedTrialCount

        public 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;
        Specified by:
        getMaxFailedTrialCount in interface HyperparameterTuningJobOrBuilder
        Returns:
        The maxFailedTrialCount.

      • setMaxFailedTrialCount

        public HyperparameterTuningJob.Builder setMaxFailedTrialCount​(int value)
         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;
        Parameters:
        value - The maxFailedTrialCount to set.
        Returns:
        This builder for chaining.

      • clearMaxFailedTrialCount

        public HyperparameterTuningJob.Builder clearMaxFailedTrialCount()
         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:
        This builder for chaining.

      • hasTrialJobSpec

        public 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];
        Specified by:
        hasTrialJobSpec in interface HyperparameterTuningJobOrBuilder
        Returns:
        Whether the trialJobSpec field is set.

      • getTrialJobSpec

        public 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];
        Specified by:
        getTrialJobSpec in interface HyperparameterTuningJobOrBuilder
        Returns:
        The trialJobSpec.

      • setTrialJobSpec

        public HyperparameterTuningJob.Builder setTrialJobSpec​(CustomJobSpec value)
         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];

      • setTrialJobSpec

        public HyperparameterTuningJob.Builder setTrialJobSpec​(CustomJobSpec.Builder builderForValue)
         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];

      • mergeTrialJobSpec

        public HyperparameterTuningJob.Builder mergeTrialJobSpec​(CustomJobSpec value)
         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];

      • clearTrialJobSpec

        public HyperparameterTuningJob.Builder clearTrialJobSpec()
         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];

      • getTrialJobSpecBuilder

        public CustomJobSpec.Builder getTrialJobSpecBuilder()
         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];

      • getTrialsList

        public List<Trial> getTrialsList()
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        getTrialsList in interface HyperparameterTuningJobOrBuilder

      • getTrialsCount

        public int getTrialsCount()
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        getTrialsCount in interface HyperparameterTuningJobOrBuilder

      • getTrials

        public Trial getTrials​(int index)
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        getTrials in interface HyperparameterTuningJobOrBuilder

      • setTrials

        public HyperparameterTuningJob.Builder setTrials​(int index,
                                                 Trial value)
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • setTrials

        public HyperparameterTuningJob.Builder setTrials​(int index,
                                                 Trial.Builder builderForValue)
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • addTrials

        public HyperparameterTuningJob.Builder addTrials​(Trial value)
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • addTrials

        public HyperparameterTuningJob.Builder addTrials​(int index,
                                                 Trial value)
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • addTrials

        public HyperparameterTuningJob.Builder addTrials​(Trial.Builder builderForValue)
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • addTrials

        public HyperparameterTuningJob.Builder addTrials​(int index,
                                                 Trial.Builder builderForValue)
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • addAllTrials

        public HyperparameterTuningJob.Builder addAllTrials​(Iterable<? extends Trial> values)
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • clearTrials

        public HyperparameterTuningJob.Builder clearTrials()
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • removeTrials

        public HyperparameterTuningJob.Builder removeTrials​(int index)
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • getTrialsBuilder

        public Trial.Builder getTrialsBuilder​(int index)
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • addTrialsBuilder

        public Trial.Builder addTrialsBuilder()
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • addTrialsBuilder

        public Trial.Builder addTrialsBuilder​(int index)
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • getTrialsBuilderList

        public List<Trial.Builder> getTrialsBuilderList()
         Output only. Trials of the HyperparameterTuningJob.
        repeated .google.cloud.aiplatform.v1.Trial trials = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • getStateValue

        public int getStateValue()
         Output only. The detailed state of the job.
        .google.cloud.aiplatform.v1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        getStateValue in interface HyperparameterTuningJobOrBuilder
        Returns:
        The enum numeric value on the wire for state.

      • setStateValue

        public HyperparameterTuningJob.Builder setStateValue​(int value)
         Output only. The detailed state of the job.
        .google.cloud.aiplatform.v1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Parameters:
        value - The enum numeric value on the wire for state to set.
        Returns:
        This builder for chaining.

      • getState

        public JobState getState()
         Output only. The detailed state of the job.
        .google.cloud.aiplatform.v1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        getState in interface HyperparameterTuningJobOrBuilder
        Returns:
        The state.

      • setState

        public HyperparameterTuningJob.Builder setState​(JobState value)
         Output only. The detailed state of the job.
        .google.cloud.aiplatform.v1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Parameters:
        value - The state to set.
        Returns:
        This builder for chaining.

      • clearState

        public HyperparameterTuningJob.Builder clearState()
         Output only. The detailed state of the job.
        .google.cloud.aiplatform.v1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Returns:
        This builder for chaining.

      • hasCreateTime

        public boolean hasCreateTime()
         Output only. Time when the HyperparameterTuningJob was created.
        .google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        hasCreateTime in interface HyperparameterTuningJobOrBuilder
        Returns:
        Whether the createTime field is set.

      • getCreateTime

        public com.google.protobuf.Timestamp getCreateTime()
         Output only. Time when the HyperparameterTuningJob was created.
        .google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        getCreateTime in interface HyperparameterTuningJobOrBuilder
        Returns:
        The createTime.

      • setCreateTime

        public HyperparameterTuningJob.Builder setCreateTime​(com.google.protobuf.Timestamp value)
         Output only. Time when the HyperparameterTuningJob was created.
        .google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • setCreateTime

        public HyperparameterTuningJob.Builder setCreateTime​(com.google.protobuf.Timestamp.Builder builderForValue)
         Output only. Time when the HyperparameterTuningJob was created.
        .google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • mergeCreateTime

        public HyperparameterTuningJob.Builder mergeCreateTime​(com.google.protobuf.Timestamp value)
         Output only. Time when the HyperparameterTuningJob was created.
        .google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • clearCreateTime

        public HyperparameterTuningJob.Builder clearCreateTime()
         Output only. Time when the HyperparameterTuningJob was created.
        .google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • getCreateTimeBuilder

        public com.google.protobuf.Timestamp.Builder getCreateTimeBuilder()
         Output only. Time when the HyperparameterTuningJob was created.
        .google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • getCreateTimeOrBuilder

        public com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()
         Output only. Time when the HyperparameterTuningJob was created.
        .google.protobuf.Timestamp create_time = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        getCreateTimeOrBuilder in interface HyperparameterTuningJobOrBuilder

      • hasStartTime

        public 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];
        Specified by:
        hasStartTime in interface HyperparameterTuningJobOrBuilder
        Returns:
        Whether the startTime field is set.

      • getStartTime

        public com.google.protobuf.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];
        Specified by:
        getStartTime in interface HyperparameterTuningJobOrBuilder
        Returns:
        The startTime.

      • setStartTime

        public HyperparameterTuningJob.Builder setStartTime​(com.google.protobuf.Timestamp value)
         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];

      • setStartTime

        public HyperparameterTuningJob.Builder setStartTime​(com.google.protobuf.Timestamp.Builder builderForValue)
         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];

      • mergeStartTime

        public HyperparameterTuningJob.Builder mergeStartTime​(com.google.protobuf.Timestamp value)
         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];

      • clearStartTime

        public HyperparameterTuningJob.Builder clearStartTime()
         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];

      • getStartTimeBuilder

        public com.google.protobuf.Timestamp.Builder getStartTimeBuilder()
         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];

      • getStartTimeOrBuilder

        public com.google.protobuf.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];
        Specified by:
        getStartTimeOrBuilder in interface HyperparameterTuningJobOrBuilder

      • hasEndTime

        public 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];
        Specified by:
        hasEndTime in interface HyperparameterTuningJobOrBuilder
        Returns:
        Whether the endTime field is set.

      • getEndTime

        public com.google.protobuf.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];
        Specified by:
        getEndTime in interface HyperparameterTuningJobOrBuilder
        Returns:
        The endTime.

      • setEndTime

        public HyperparameterTuningJob.Builder setEndTime​(com.google.protobuf.Timestamp value)
         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];

      • setEndTime

        public HyperparameterTuningJob.Builder setEndTime​(com.google.protobuf.Timestamp.Builder builderForValue)
         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];

      • mergeEndTime

        public HyperparameterTuningJob.Builder mergeEndTime​(com.google.protobuf.Timestamp value)
         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];

      • clearEndTime

        public HyperparameterTuningJob.Builder clearEndTime()
         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];

      • getEndTimeBuilder

        public com.google.protobuf.Timestamp.Builder getEndTimeBuilder()
         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];

      • getEndTimeOrBuilder

        public com.google.protobuf.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];
        Specified by:
        getEndTimeOrBuilder in interface HyperparameterTuningJobOrBuilder

      • hasUpdateTime

        public boolean hasUpdateTime()
         Output only. Time when the HyperparameterTuningJob was most recently
 updated.
        .google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        hasUpdateTime in interface HyperparameterTuningJobOrBuilder
        Returns:
        Whether the updateTime field is set.

      • getUpdateTime

        public com.google.protobuf.Timestamp getUpdateTime()
         Output only. Time when the HyperparameterTuningJob was most recently
 updated.
        .google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        getUpdateTime in interface HyperparameterTuningJobOrBuilder
        Returns:
        The updateTime.

      • setUpdateTime

        public HyperparameterTuningJob.Builder setUpdateTime​(com.google.protobuf.Timestamp value)
         Output only. Time when the HyperparameterTuningJob was most recently
 updated.
        .google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • setUpdateTime

        public HyperparameterTuningJob.Builder setUpdateTime​(com.google.protobuf.Timestamp.Builder builderForValue)
         Output only. Time when the HyperparameterTuningJob was most recently
 updated.
        .google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • mergeUpdateTime

        public HyperparameterTuningJob.Builder mergeUpdateTime​(com.google.protobuf.Timestamp value)
         Output only. Time when the HyperparameterTuningJob was most recently
 updated.
        .google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • clearUpdateTime

        public HyperparameterTuningJob.Builder clearUpdateTime()
         Output only. Time when the HyperparameterTuningJob was most recently
 updated.
        .google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • getUpdateTimeBuilder

        public com.google.protobuf.Timestamp.Builder getUpdateTimeBuilder()
         Output only. Time when the HyperparameterTuningJob was most recently
 updated.
        .google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];

      • getUpdateTimeOrBuilder

        public com.google.protobuf.TimestampOrBuilder getUpdateTimeOrBuilder()
         Output only. Time when the HyperparameterTuningJob was most recently
 updated.
        .google.protobuf.Timestamp update_time = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
        Specified by:
        getUpdateTimeOrBuilder in interface HyperparameterTuningJobOrBuilder

      • hasError

        public 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];
        Specified by:
        hasError in interface HyperparameterTuningJobOrBuilder
        Returns:
        Whether the error field is set.

      • getError

        public com.google.rpc.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];
        Specified by:
        getError in interface HyperparameterTuningJobOrBuilder
        Returns:
        The error.

      • setError

        public HyperparameterTuningJob.Builder setError​(com.google.rpc.Status value)
         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];

      • setError

        public HyperparameterTuningJob.Builder setError​(com.google.rpc.Status.Builder builderForValue)
         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];

      • mergeError

        public HyperparameterTuningJob.Builder mergeError​(com.google.rpc.Status value)
         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];

      • clearError

        public HyperparameterTuningJob.Builder clearError()
         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];

      • getErrorBuilder

        public com.google.rpc.Status.Builder getErrorBuilder()
         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];

      • getErrorOrBuilder

        public com.google.rpc.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];
        Specified by:
        getErrorOrBuilder in interface HyperparameterTuningJobOrBuilder

      • getLabelsCount

        public int getLabelsCount()
        Description copied from interface: HyperparameterTuningJobOrBuilder
         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;
        Specified by:
        getLabelsCount in interface HyperparameterTuningJobOrBuilder

      • containsLabels

        public 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;
        Specified by:
        containsLabels in interface HyperparameterTuningJobOrBuilder

      • getLabelsMap

        public 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;
        Specified by:
        getLabelsMap in interface HyperparameterTuningJobOrBuilder

      • getLabelsOrDefault

        public 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;
        Specified by:
        getLabelsOrDefault in interface HyperparameterTuningJobOrBuilder

      • getLabelsOrThrow

        public 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;
        Specified by:
        getLabelsOrThrow in interface HyperparameterTuningJobOrBuilder

      • removeLabels

        public HyperparameterTuningJob.Builder removeLabels​(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;

      • getMutableLabels

        @Deprecated
public Map<String,​String> getMutableLabels()
        Deprecated.
        Use alternate mutation accessors instead.

      • putLabels

        public HyperparameterTuningJob.Builder putLabels​(String key,
                                                 String value)
         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;

      • putAllLabels

        public HyperparameterTuningJob.Builder putAllLabels​(Map<String,​String> values)
         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;

      • hasEncryptionSpec

        public 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;
        Specified by:
        hasEncryptionSpec in interface HyperparameterTuningJobOrBuilder
        Returns:
        Whether the encryptionSpec field is set.

      • getEncryptionSpec

        public 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;
        Specified by:
        getEncryptionSpec in interface HyperparameterTuningJobOrBuilder
        Returns:
        The encryptionSpec.

      • setEncryptionSpec

        public HyperparameterTuningJob.Builder setEncryptionSpec​(EncryptionSpec value)
         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;

      • setEncryptionSpec

        public HyperparameterTuningJob.Builder setEncryptionSpec​(EncryptionSpec.Builder builderForValue)
         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;

      • mergeEncryptionSpec

        public HyperparameterTuningJob.Builder mergeEncryptionSpec​(EncryptionSpec value)
         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;

      • clearEncryptionSpec

        public HyperparameterTuningJob.Builder clearEncryptionSpec()
         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;

      • getEncryptionSpecBuilder

        public EncryptionSpec.Builder getEncryptionSpecBuilder()
         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;

      • getEncryptionSpecOrBuilder

        public 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;
        Specified by:
        getEncryptionSpecOrBuilder in interface HyperparameterTuningJobOrBuilder

      • setUnknownFields

        public final HyperparameterTuningJob.Builder setUnknownFields​(com.google.protobuf.UnknownFieldSet unknownFields)
        Specified by:
        setUnknownFields in interface com.google.protobuf.Message.Builder
        Overrides:
        setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>

      • mergeUnknownFields

        public final HyperparameterTuningJob.Builder mergeUnknownFields​(com.google.protobuf.UnknownFieldSet unknownFields)
        Specified by:
        mergeUnknownFields in interface com.google.protobuf.Message.Builder
        Overrides:
        mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<HyperparameterTuningJob.Builder>