Class ModelMonitoringObjectiveSpec (3.48.0)
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public final class ModelMonitoringObjectiveSpec extends GeneratedMessageV3 implements ModelMonitoringObjectiveSpecOrBuilder
Monitoring objectives spec.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
public static final int BASELINE_DATASET_FIELD_NUMBER
Field Value |
Type |
Description |
int |
|
public static final int EXPLANATION_SPEC_FIELD_NUMBER
Field Value |
Type |
Description |
int |
|
public static final int TABULAR_OBJECTIVE_FIELD_NUMBER
Field Value |
Type |
Description |
int |
|
public static final int TARGET_DATASET_FIELD_NUMBER
Field Value |
Type |
Description |
int |
|
Static Methods
public static ModelMonitoringObjectiveSpec getDefaultInstance()
public static final Descriptors.Descriptor getDescriptor()
public static ModelMonitoringObjectiveSpec.Builder newBuilder()
public static ModelMonitoringObjectiveSpec.Builder newBuilder(ModelMonitoringObjectiveSpec prototype)
public static ModelMonitoringObjectiveSpec parseDelimitedFrom(InputStream input)
public static ModelMonitoringObjectiveSpec parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveSpec parseFrom(byte[] data)
Parameter |
Name |
Description |
data |
byte[]
|
public static ModelMonitoringObjectiveSpec parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveSpec parseFrom(ByteString data)
public static ModelMonitoringObjectiveSpec parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveSpec parseFrom(CodedInputStream input)
public static ModelMonitoringObjectiveSpec parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveSpec parseFrom(InputStream input)
public static ModelMonitoringObjectiveSpec parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveSpec parseFrom(ByteBuffer data)
public static ModelMonitoringObjectiveSpec parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static Parser<ModelMonitoringObjectiveSpec> parser()
Methods
public boolean equals(Object obj)
Parameter |
Name |
Description |
obj |
Object
|
Overrides
public ModelMonitoringInput getBaselineDataset()
Baseline dataset.
It could be the training dataset or production serving dataset from a
previous period.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;
public ModelMonitoringInputOrBuilder getBaselineDatasetOrBuilder()
Baseline dataset.
It could be the training dataset or production serving dataset from a
previous period.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;
public ModelMonitoringObjectiveSpec getDefaultInstanceForType()
public ExplanationSpec getExplanationSpec()
The explanation spec.
This spec is required when the objectives spec includes feature attribution
objectives.
.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;
public ExplanationSpecOrBuilder getExplanationSpecOrBuilder()
The explanation spec.
This spec is required when the objectives spec includes feature attribution
objectives.
.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;
public ModelMonitoringObjectiveSpec.ObjectiveCase getObjectiveCase()
public Parser<ModelMonitoringObjectiveSpec> getParserForType()
Overrides
public int getSerializedSize()
Returns |
Type |
Description |
int |
|
Overrides
public ModelMonitoringObjectiveSpec.TabularObjective getTabularObjective()
Tabular monitoring objective.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;
public ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder getTabularObjectiveOrBuilder()
Tabular monitoring objective.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;
public ModelMonitoringInput getTargetDataset()
Target dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;
public ModelMonitoringInputOrBuilder getTargetDatasetOrBuilder()
Target dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;
public boolean hasBaselineDataset()
Baseline dataset.
It could be the training dataset or production serving dataset from a
previous period.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;
Returns |
Type |
Description |
boolean |
Whether the baselineDataset field is set.
|
public boolean hasExplanationSpec()
The explanation spec.
This spec is required when the objectives spec includes feature attribution
objectives.
.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;
Returns |
Type |
Description |
boolean |
Whether the explanationSpec field is set.
|
public boolean hasTabularObjective()
Tabular monitoring objective.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;
Returns |
Type |
Description |
boolean |
Whether the tabularObjective field is set.
|
public boolean hasTargetDataset()
Target dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;
Returns |
Type |
Description |
boolean |
Whether the targetDataset field is set.
|
Returns |
Type |
Description |
int |
|
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
public ModelMonitoringObjectiveSpec.Builder newBuilderForType()
protected ModelMonitoringObjectiveSpec.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Returns |
Type |
Description |
Object |
|
Overrides
public ModelMonitoringObjectiveSpec.Builder toBuilder()
public void writeTo(CodedOutputStream output)
Overrides
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Last updated 2024-09-24 UTC.
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{"lastModified": "Last updated 2024-09-24 UTC."}
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