Class Trial (3.48.0)

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
Type Description
int

CUSTOM_JOB_FIELD_NUMBER

public static final int CUSTOM_JOB_FIELD_NUMBER
Field Value
Type Description
int

END_TIME_FIELD_NUMBER

public static final int END_TIME_FIELD_NUMBER
Field Value
Type Description
int

FINAL_MEASUREMENT_FIELD_NUMBER

public static final int FINAL_MEASUREMENT_FIELD_NUMBER
Field Value
Type Description
int

ID_FIELD_NUMBER

public static final int ID_FIELD_NUMBER
Field Value
Type Description
int

INFEASIBLE_REASON_FIELD_NUMBER

public static final int INFEASIBLE_REASON_FIELD_NUMBER
Field Value
Type Description
int

MEASUREMENTS_FIELD_NUMBER

public static final int MEASUREMENTS_FIELD_NUMBER
Field Value
Type Description
int

NAME_FIELD_NUMBER

public static final int NAME_FIELD_NUMBER
Field Value
Type Description
int

PARAMETERS_FIELD_NUMBER

public static final int PARAMETERS_FIELD_NUMBER
Field Value
Type Description
int

START_TIME_FIELD_NUMBER

public static final int START_TIME_FIELD_NUMBER
Field Value
Type Description
int

STATE_FIELD_NUMBER

public static final int STATE_FIELD_NUMBER
Field Value
Type Description
int

WEB_ACCESS_URIS_FIELD_NUMBER

public static final int WEB_ACCESS_URIS_FIELD_NUMBER
Field Value
Type Description
int

Static Methods

getDefaultInstance()

public static Trial getDefaultInstance()
Returns
Type Description
Trial

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

newBuilder()

public static Trial.Builder newBuilder()
Returns
Type Description
Trial.Builder

newBuilder(Trial prototype)

public static Trial.Builder newBuilder(Trial prototype)
Parameter
Name Description
prototype Trial
Returns
Type Description
Trial.Builder

parseDelimitedFrom(InputStream input)

public static Trial parseDelimitedFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
Trial
Exceptions
Type Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static Trial parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
Trial
Exceptions
Type Description
IOException

parseFrom(byte[] data)

public static Trial parseFrom(byte[] data)
Parameter
Name Description
data byte[]
Returns
Type Description
Trial
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static Trial parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data byte[]
extensionRegistry ExtensionRegistryLite
Returns
Type Description
Trial
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static Trial parseFrom(ByteString data)
Parameter
Name Description
data ByteString
Returns
Type Description
Trial
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static Trial parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteString
extensionRegistry ExtensionRegistryLite
Returns
Type Description
Trial
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static Trial parseFrom(CodedInputStream input)
Parameter
Name Description
input CodedInputStream
Returns
Type Description
Trial
Exceptions
Type Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static Trial parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
Trial
Exceptions
Type Description
IOException

parseFrom(InputStream input)

public static Trial parseFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
Trial
Exceptions
Type Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static Trial parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
Trial
Exceptions
Type Description
IOException

parseFrom(ByteBuffer data)

public static Trial parseFrom(ByteBuffer data)
Parameter
Name Description
data ByteBuffer
Returns
Type Description
Trial
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static Trial parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteBuffer
extensionRegistry ExtensionRegistryLite
Returns
Type Description
Trial
Exceptions
Type Description
InvalidProtocolBufferException

parser()

public static Parser<Trial> parser()
Returns
Type Description
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
Name Description
key String
Returns
Type Description
boolean

equals(Object obj)

public boolean equals(Object obj)
Parameter
Name Description
obj Object
Returns
Type Description
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
Type Description
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
Type Description
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
Type Description
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
Type Description
ByteString

The bytes for customJob.

getDefaultInstanceForType()

public Trial getDefaultInstanceForType()
Returns
Type Description
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
Type Description
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
Type Description
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
Type Description
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
Type Description
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
Type Description
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
Type Description
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
Type Description
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
Type Description
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
Name Description
index int
Returns
Type Description
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
Type Description
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
Type Description
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
Name Description
index int
Returns
Type Description
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
Type Description
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
Type Description
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
Type Description
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
Name Description
index int
Returns
Type Description
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
Type Description
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
Type Description
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
Name Description
index int
Returns
Type Description
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
Type Description
List<? extends com.google.cloud.aiplatform.v1.Trial.ParameterOrBuilder>

getParserForType()

public Parser<Trial> getParserForType()
Returns
Type Description
Parser<Trial>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
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
Type Description
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
Type Description
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
Type Description
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
Type Description
int

The enum numeric value on the wire for state.

getWebAccessUris() (deprecated)

public Map<String,String> getWebAccessUris()
Returns
Type Description
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
Type Description
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
Type Description
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
Name Description
key String
defaultValue String
Returns
Type Description
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
Name Description
key String
Returns
Type Description
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
Type Description
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
Type Description
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
Type Description
boolean

Whether the startTime field is set.

hashCode()

public int hashCode()
Returns
Type Description
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

internalGetMapFieldReflection(int number)

protected MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
Parameter
Name Description
number int
Returns
Type Description
com.google.protobuf.MapFieldReflectionAccessor
Overrides
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

newBuilderForType()

public Trial.Builder newBuilderForType()
Returns
Type Description
Trial.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected Trial.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Name Description
parent BuilderParent
Returns
Type Description
Trial.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Name Description
unused UnusedPrivateParameter
Returns
Type Description
Object
Overrides

toBuilder()

public Trial.Builder toBuilder()
Returns
Type Description
Trial.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
Name Description
output CodedOutputStream
Overrides
Exceptions
Type Description
IOException