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public static final class ModelMonitoringObjectiveConfig.ExplanationConfig extends GeneratedMessageV3 implements ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilderThe config for integrating with Vertex Explainable AI. Only applicable if the Model has explanation_spec populated.
Protobuf type
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringObjectiveConfig.ExplanationConfigStatic Fields
ENABLE_FEATURE_ATTRIBUTES_FIELD_NUMBER
public static final int ENABLE_FEATURE_ATTRIBUTES_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
EXPLANATION_BASELINE_FIELD_NUMBER
public static final int EXPLANATION_BASELINE_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
Static Methods
getDefaultInstance()
public static ModelMonitoringObjectiveConfig.ExplanationConfig getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
newBuilder()
public static ModelMonitoringObjectiveConfig.ExplanationConfig.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig.Builder |
|
newBuilder(ModelMonitoringObjectiveConfig.ExplanationConfig prototype)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.Builder newBuilder(ModelMonitoringObjectiveConfig.ExplanationConfig prototype)| Parameter | |
|---|---|
| Name | Description |
prototype |
ModelMonitoringObjectiveConfig.ExplanationConfig |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig.Builder |
|
parseDelimitedFrom(InputStream input)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(byte[] data)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data |
byte[] |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteString |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(CodedInputStream input)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(ByteBuffer data)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveConfig.ExplanationConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parser()
public static Parser<ModelMonitoringObjectiveConfig.ExplanationConfig> parser()| Returns | |
|---|---|
| Type | Description |
Parser<ExplanationConfig> |
|
Methods
equals(Object obj)
public boolean equals(Object obj)| Parameter | |
|---|---|
| Name | Description |
obj |
Object |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
getDefaultInstanceForType()
public ModelMonitoringObjectiveConfig.ExplanationConfig getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig |
|
getEnableFeatureAttributes()
public boolean getEnableFeatureAttributes()If want to analyze the Vertex Explainable AI feature attribute scores or not. If set to true, Vertex AI will log the feature attributions from explain response and do the skew/drift detection for them.
bool enable_feature_attributes = 1;
| Returns | |
|---|---|
| Type | Description |
boolean |
The enableFeatureAttributes. |
getExplanationBaseline()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getExplanationBaseline()Predictions generated by the BatchPredictionJob using baseline dataset.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline |
The explanationBaseline. |
getExplanationBaselineOrBuilder()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder getExplanationBaselineOrBuilder()Predictions generated by the BatchPredictionJob using baseline dataset.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder |
|
getParserForType()
public Parser<ModelMonitoringObjectiveConfig.ExplanationConfig> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<ExplanationConfig> |
|
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int |
|
hasExplanationBaseline()
public boolean hasExplanationBaseline()Predictions generated by the BatchPredictionJob using baseline dataset.
.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline explanation_baseline = 2;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the explanationBaseline field is set. |
hashCode()
public int hashCode()| Returns | |
|---|---|
| Type | Description |
int |
|
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
newBuilderForType()
public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig.Builder |
|
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ModelMonitoringObjectiveConfig.ExplanationConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent |
BuilderParent |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig.Builder |
|
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused |
UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object |
|
toBuilder()
public ModelMonitoringObjectiveConfig.ExplanationConfig.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveConfig.ExplanationConfig.Builder |
|
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output |
CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|