Class Trial (3.17.0)

public final class Trial extends GeneratedMessageV3 implements TrialOrBuilder

A message representing a Trial. A Trial contains a unique set of Parameters that has been or will be evaluated, along with the objective metrics got by running the Trial.

Protobuf type google.cloud.aiplatform.v1.Trial

Implements

TrialOrBuilder

Static Fields

CLIENT_ID_FIELD_NUMBER

public static final int CLIENT_ID_FIELD_NUMBER
Field Value
TypeDescription
int

CUSTOM_JOB_FIELD_NUMBER

public static final int CUSTOM_JOB_FIELD_NUMBER
Field Value
TypeDescription
int

END_TIME_FIELD_NUMBER

public static final int END_TIME_FIELD_NUMBER
Field Value
TypeDescription
int

FINAL_MEASUREMENT_FIELD_NUMBER

public static final int FINAL_MEASUREMENT_FIELD_NUMBER
Field Value
TypeDescription
int

ID_FIELD_NUMBER

public static final int ID_FIELD_NUMBER
Field Value
TypeDescription
int

INFEASIBLE_REASON_FIELD_NUMBER

public static final int INFEASIBLE_REASON_FIELD_NUMBER
Field Value
TypeDescription
int

MEASUREMENTS_FIELD_NUMBER

public static final int MEASUREMENTS_FIELD_NUMBER
Field Value
TypeDescription
int

NAME_FIELD_NUMBER

public static final int NAME_FIELD_NUMBER
Field Value
TypeDescription
int

PARAMETERS_FIELD_NUMBER

public static final int PARAMETERS_FIELD_NUMBER
Field Value
TypeDescription
int

START_TIME_FIELD_NUMBER

public static final int START_TIME_FIELD_NUMBER
Field Value
TypeDescription
int

STATE_FIELD_NUMBER

public static final int STATE_FIELD_NUMBER
Field Value
TypeDescription
int

WEB_ACCESS_URIS_FIELD_NUMBER

public static final int WEB_ACCESS_URIS_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static Trial getDefaultInstance()
Returns
TypeDescription
Trial

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

public static Trial.Builder newBuilder()
Returns
TypeDescription
Trial.Builder

newBuilder(Trial prototype)

public static Trial.Builder newBuilder(Trial prototype)
Parameter
NameDescription
prototypeTrial
Returns
TypeDescription
Trial.Builder

parseDelimitedFrom(InputStream input)

public static Trial parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
Trial
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static Trial parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
Trial
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static Trial parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
Trial
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static Trial parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
Trial
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static Trial parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
Trial
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static Trial parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
Trial
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static Trial parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
Trial
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static Trial parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
Trial
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static Trial parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
Trial
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static Trial parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
Trial
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static Trial parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
Trial
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static Trial parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
Trial
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

public static Parser<Trial> parser()
Returns
TypeDescription
Parser<Trial>

Methods

containsWebAccessUris(String key)

public boolean containsWebAccessUris(String key)

Output only. URIs for accessing interactive shells (one URI for each training node). Only available if this trial is part of a HyperparameterTuningJob and the job's trial_job_spec.enable_web_access field is true. The keys are names of each node used for the trial; for example, workerpool0-0 for the primary node, workerpool1-0 for the first node in the second worker pool, and workerpool1-1 for the second node in the second worker pool. The values are the URIs for each node's interactive shell.

map<string, string> web_access_uris = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
NameDescription
keyString
Returns
TypeDescription
boolean

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

getClientId()

public String getClientId()

Output only. The identifier of the client that originally requested this Trial. Each client is identified by a unique client_id. When a client asks for a suggestion, Vertex AI Vizier will assign it a Trial. The client should evaluate the Trial, complete it, and report back to Vertex AI Vizier. If suggestion is asked again by same client_id before the Trial is completed, the same Trial will be returned. Multiple clients with different client_ids can ask for suggestions simultaneously, each of them will get their own Trial.

string client_id = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
String

The clientId.

getClientIdBytes()

public ByteString getClientIdBytes()

Output only. The identifier of the client that originally requested this Trial. Each client is identified by a unique client_id. When a client asks for a suggestion, Vertex AI Vizier will assign it a Trial. The client should evaluate the Trial, complete it, and report back to Vertex AI Vizier. If suggestion is asked again by same client_id before the Trial is completed, the same Trial will be returned. Multiple clients with different client_ids can ask for suggestions simultaneously, each of them will get their own Trial.

string client_id = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
ByteString

The bytes for clientId.

getCustomJob()

public String getCustomJob()

Output only. The CustomJob name linked to the Trial. It's set for a HyperparameterTuningJob's Trial.

string custom_job = 11 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }

Returns
TypeDescription
String

The customJob.

getCustomJobBytes()

public ByteString getCustomJobBytes()

Output only. The CustomJob name linked to the Trial. It's set for a HyperparameterTuningJob's Trial.

string custom_job = 11 [(.google.api.field_behavior) = OUTPUT_ONLY, (.google.api.resource_reference) = { ... }

Returns
TypeDescription
ByteString

The bytes for customJob.

getDefaultInstanceForType()

public Trial getDefaultInstanceForType()
Returns
TypeDescription
Trial

getEndTime()

public Timestamp getEndTime()

Output only. Time when the Trial's status changed to SUCCEEDED or INFEASIBLE.

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

Returns
TypeDescription
Timestamp

The endTime.

getEndTimeOrBuilder()

public TimestampOrBuilder getEndTimeOrBuilder()

Output only. Time when the Trial's status changed to SUCCEEDED or INFEASIBLE.

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

Returns
TypeDescription
TimestampOrBuilder

getFinalMeasurement()

public Measurement getFinalMeasurement()

Output only. The final measurement containing the objective value.

.google.cloud.aiplatform.v1.Measurement final_measurement = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
Measurement

The finalMeasurement.

getFinalMeasurementOrBuilder()

public MeasurementOrBuilder getFinalMeasurementOrBuilder()

Output only. The final measurement containing the objective value.

.google.cloud.aiplatform.v1.Measurement final_measurement = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
MeasurementOrBuilder

getId()

public String getId()

Output only. The identifier of the Trial assigned by the service.

string id = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
String

The id.

getIdBytes()

public ByteString getIdBytes()

Output only. The identifier of the Trial assigned by the service.

string id = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
ByteString

The bytes for id.

getInfeasibleReason()

public String getInfeasibleReason()

Output only. A human readable string describing why the Trial is infeasible. This is set only if Trial state is INFEASIBLE.

string infeasible_reason = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
String

The infeasibleReason.

getInfeasibleReasonBytes()

public ByteString getInfeasibleReasonBytes()

Output only. A human readable string describing why the Trial is infeasible. This is set only if Trial state is INFEASIBLE.

string infeasible_reason = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
ByteString

The bytes for infeasibleReason.

getMeasurements(int index)

public Measurement getMeasurements(int index)

Output only. A list of measurements that are strictly lexicographically ordered by their induced tuples (steps, elapsed_duration). These are used for early stopping computations.

repeated .google.cloud.aiplatform.v1.Measurement measurements = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
NameDescription
indexint
Returns
TypeDescription
Measurement

getMeasurementsCount()

public int getMeasurementsCount()

Output only. A list of measurements that are strictly lexicographically ordered by their induced tuples (steps, elapsed_duration). These are used for early stopping computations.

repeated .google.cloud.aiplatform.v1.Measurement measurements = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
int

getMeasurementsList()

public List<Measurement> getMeasurementsList()

Output only. A list of measurements that are strictly lexicographically ordered by their induced tuples (steps, elapsed_duration). These are used for early stopping computations.

repeated .google.cloud.aiplatform.v1.Measurement measurements = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
List<Measurement>

getMeasurementsOrBuilder(int index)

public MeasurementOrBuilder getMeasurementsOrBuilder(int index)

Output only. A list of measurements that are strictly lexicographically ordered by their induced tuples (steps, elapsed_duration). These are used for early stopping computations.

repeated .google.cloud.aiplatform.v1.Measurement measurements = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
NameDescription
indexint
Returns
TypeDescription
MeasurementOrBuilder

getMeasurementsOrBuilderList()

public List<? extends MeasurementOrBuilder> getMeasurementsOrBuilderList()

Output only. A list of measurements that are strictly lexicographically ordered by their induced tuples (steps, elapsed_duration). These are used for early stopping computations.

repeated .google.cloud.aiplatform.v1.Measurement measurements = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
List<? extends com.google.cloud.aiplatform.v1.MeasurementOrBuilder>

getName()

public String getName()

Output only. Resource name of the Trial assigned by the service.

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

Returns
TypeDescription
String

The name.

getNameBytes()

public ByteString getNameBytes()

Output only. Resource name of the Trial assigned by the service.

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

Returns
TypeDescription
ByteString

The bytes for name.

getParameters(int index)

public Trial.Parameter getParameters(int index)

Output only. The parameters of the Trial.

repeated .google.cloud.aiplatform.v1.Trial.Parameter parameters = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
NameDescription
indexint
Returns
TypeDescription
Trial.Parameter

getParametersCount()

public int getParametersCount()

Output only. The parameters of the Trial.

repeated .google.cloud.aiplatform.v1.Trial.Parameter parameters = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
int

getParametersList()

public List<Trial.Parameter> getParametersList()

Output only. The parameters of the Trial.

repeated .google.cloud.aiplatform.v1.Trial.Parameter parameters = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
List<Parameter>

getParametersOrBuilder(int index)

public Trial.ParameterOrBuilder getParametersOrBuilder(int index)

Output only. The parameters of the Trial.

repeated .google.cloud.aiplatform.v1.Trial.Parameter parameters = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
NameDescription
indexint
Returns
TypeDescription
Trial.ParameterOrBuilder

getParametersOrBuilderList()

public List<? extends Trial.ParameterOrBuilder> getParametersOrBuilderList()

Output only. The parameters of the Trial.

repeated .google.cloud.aiplatform.v1.Trial.Parameter parameters = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
List<? extends com.google.cloud.aiplatform.v1.Trial.ParameterOrBuilder>

getParserForType()

public Parser<Trial> getParserForType()
Returns
TypeDescription
Parser<Trial>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

getStartTime()

public Timestamp getStartTime()

Output only. Time when the Trial was started.

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

Returns
TypeDescription
Timestamp

The startTime.

getStartTimeOrBuilder()

public TimestampOrBuilder getStartTimeOrBuilder()

Output only. Time when the Trial was started.

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

Returns
TypeDescription
TimestampOrBuilder

getState()

public Trial.State getState()

Output only. The detailed state of the Trial.

.google.cloud.aiplatform.v1.Trial.State state = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
Trial.State

The state.

getStateValue()

public int getStateValue()

Output only. The detailed state of the Trial.

.google.cloud.aiplatform.v1.Trial.State state = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
int

The enum numeric value on the wire for state.

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
TypeDescription
UnknownFieldSet
Overrides

getWebAccessUris()

public Map<String,String> getWebAccessUris()
Returns
TypeDescription
Map<String,String>

getWebAccessUrisCount()

public int getWebAccessUrisCount()

Output only. URIs for accessing interactive shells (one URI for each training node). Only available if this trial is part of a HyperparameterTuningJob and the job's trial_job_spec.enable_web_access field is true. The keys are names of each node used for the trial; for example, workerpool0-0 for the primary node, workerpool1-0 for the first node in the second worker pool, and workerpool1-1 for the second node in the second worker pool. The values are the URIs for each node's interactive shell.

map<string, string> web_access_uris = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
int

getWebAccessUrisMap()

public Map<String,String> getWebAccessUrisMap()

Output only. URIs for accessing interactive shells (one URI for each training node). Only available if this trial is part of a HyperparameterTuningJob and the job's trial_job_spec.enable_web_access field is true. The keys are names of each node used for the trial; for example, workerpool0-0 for the primary node, workerpool1-0 for the first node in the second worker pool, and workerpool1-1 for the second node in the second worker pool. The values are the URIs for each node's interactive shell.

map<string, string> web_access_uris = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
Map<String,String>

getWebAccessUrisOrDefault(String key, String defaultValue)

public String getWebAccessUrisOrDefault(String key, String defaultValue)

Output only. URIs for accessing interactive shells (one URI for each training node). Only available if this trial is part of a HyperparameterTuningJob and the job's trial_job_spec.enable_web_access field is true. The keys are names of each node used for the trial; for example, workerpool0-0 for the primary node, workerpool1-0 for the first node in the second worker pool, and workerpool1-1 for the second node in the second worker pool. The values are the URIs for each node's interactive shell.

map<string, string> web_access_uris = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameters
NameDescription
keyString
defaultValueString
Returns
TypeDescription
String

getWebAccessUrisOrThrow(String key)

public String getWebAccessUrisOrThrow(String key)

Output only. URIs for accessing interactive shells (one URI for each training node). Only available if this trial is part of a HyperparameterTuningJob and the job's trial_job_spec.enable_web_access field is true. The keys are names of each node used for the trial; for example, workerpool0-0 for the primary node, workerpool1-0 for the first node in the second worker pool, and workerpool1-1 for the second node in the second worker pool. The values are the URIs for each node's interactive shell.

map<string, string> web_access_uris = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter
NameDescription
keyString
Returns
TypeDescription
String

hasEndTime()

public boolean hasEndTime()

Output only. Time when the Trial's status changed to SUCCEEDED or INFEASIBLE.

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

Returns
TypeDescription
boolean

Whether the endTime field is set.

hasFinalMeasurement()

public boolean hasFinalMeasurement()

Output only. The final measurement containing the objective value.

.google.cloud.aiplatform.v1.Measurement final_measurement = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns
TypeDescription
boolean

Whether the finalMeasurement field is set.

hasStartTime()

public boolean hasStartTime()

Output only. Time when the Trial was started.

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

Returns
TypeDescription
boolean

Whether the startTime field is set.

hashCode()

public int hashCode()
Returns
TypeDescription
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

internalGetMapField(int number)

protected MapField internalGetMapField(int number)
Parameter
NameDescription
numberint
Returns
TypeDescription
MapField
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

newBuilderForType()

public Trial.Builder newBuilderForType()
Returns
TypeDescription
Trial.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected Trial.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
NameDescription
parentBuilderParent
Returns
TypeDescription
Trial.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
NameDescription
unusedUnusedPrivateParameter
Returns
TypeDescription
Object
Overrides

toBuilder()

public Trial.Builder toBuilder()
Returns
TypeDescription
Trial.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
NameDescription
outputCodedOutputStream
Overrides
Exceptions
TypeDescription
IOException