Class EngineConfig.Tuning (0.1.0)

public static final class EngineConfig.Tuning extends GeneratedMessageV3 implements EngineConfig.TuningOrBuilder

The parameters needed for the tuning operation, these are used only in tuning and not passed on to training.

Protobuf type google.cloud.financialservices.v1.EngineConfig.Tuning

Static Fields

END_TIME_FIELD_NUMBER

public static final int END_TIME_FIELD_NUMBER
Field Value
Type Description
int

PRIMARY_DATASET_FIELD_NUMBER

public static final int PRIMARY_DATASET_FIELD_NUMBER
Field Value
Type Description
int

Static Methods

getDefaultInstance()

public static EngineConfig.Tuning getDefaultInstance()
Returns
Type Description
EngineConfig.Tuning

getDescriptor()

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

newBuilder()

public static EngineConfig.Tuning.Builder newBuilder()
Returns
Type Description
EngineConfig.Tuning.Builder

newBuilder(EngineConfig.Tuning prototype)

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

parseDelimitedFrom(InputStream input)

public static EngineConfig.Tuning parseDelimitedFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
EngineConfig.Tuning
Exceptions
Type Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(byte[] data)

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

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteString data)

public static EngineConfig.Tuning parseFrom(ByteString data)
Parameter
Name Description
data ByteString
Returns
Type Description
EngineConfig.Tuning
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(CodedInputStream input)

public static EngineConfig.Tuning parseFrom(CodedInputStream input)
Parameter
Name Description
input CodedInputStream
Returns
Type Description
EngineConfig.Tuning
Exceptions
Type Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(InputStream input)

public static EngineConfig.Tuning parseFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
EngineConfig.Tuning
Exceptions
Type Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteBuffer data)

public static EngineConfig.Tuning parseFrom(ByteBuffer data)
Parameter
Name Description
data ByteBuffer
Returns
Type Description
EngineConfig.Tuning
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

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

parser()

public static Parser<EngineConfig.Tuning> parser()
Returns
Type Description
Parser<Tuning>

Methods

equals(Object obj)

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

getDefaultInstanceForType()

public EngineConfig.Tuning getDefaultInstanceForType()
Returns
Type Description
EngineConfig.Tuning

getEndTime()

public Timestamp getEndTime()

Required. End_time specifies the latest time from which labels are used and from which data is used to generate features for tuning. End_time should be no later than the end of the date_range of the dataset.

.google.protobuf.Timestamp end_time = 10 [(.google.api.field_behavior) = REQUIRED];

Returns
Type Description
Timestamp

The endTime.

getEndTimeOrBuilder()

public TimestampOrBuilder getEndTimeOrBuilder()

Required. End_time specifies the latest time from which labels are used and from which data is used to generate features for tuning. End_time should be no later than the end of the date_range of the dataset.

.google.protobuf.Timestamp end_time = 10 [(.google.api.field_behavior) = REQUIRED];

Returns
Type Description
TimestampOrBuilder

getParserForType()

public Parser<EngineConfig.Tuning> getParserForType()
Returns
Type Description
Parser<Tuning>
Overrides

getPrimaryDataset()

public String getPrimaryDataset()

Required. The resource name of the Primary Dataset used in this model tuning. For information about how primary and auxiliary datasets are used, refer to the engine version's documentation. Format: "/projects/{project_num}/locations/{location}/instances/{instance}/datasets/{dataset}"

string primary_dataset = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }

Returns
Type Description
String

The primaryDataset.

getPrimaryDatasetBytes()

public ByteString getPrimaryDatasetBytes()

Required. The resource name of the Primary Dataset used in this model tuning. For information about how primary and auxiliary datasets are used, refer to the engine version's documentation. Format: "/projects/{project_num}/locations/{location}/instances/{instance}/datasets/{dataset}"

string primary_dataset = 1 [(.google.api.field_behavior) = REQUIRED, (.google.api.resource_reference) = { ... }

Returns
Type Description
ByteString

The bytes for primaryDataset.

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

hasEndTime()

public boolean hasEndTime()

Required. End_time specifies the latest time from which labels are used and from which data is used to generate features for tuning. End_time should be no later than the end of the date_range of the dataset.

.google.protobuf.Timestamp end_time = 10 [(.google.api.field_behavior) = REQUIRED];

Returns
Type Description
boolean

Whether the endTime field is set.

hashCode()

public int hashCode()
Returns
Type Description
int
Overrides

internalGetFieldAccessorTable()

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

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

newBuilderForType()

public EngineConfig.Tuning.Builder newBuilderForType()
Returns
Type Description
EngineConfig.Tuning.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

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

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

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

toBuilder()

public EngineConfig.Tuning.Builder toBuilder()
Returns
Type Description
EngineConfig.Tuning.Builder

writeTo(CodedOutputStream output)

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