public static final class ModelMonitoringObjectiveSpec.FeatureAttributionSpec extends com.google.protobuf.GeneratedMessageV3 implements ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder
Feature attribution monitoring spec.Protobuf type
google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec| Modifier and Type | Class and Description |
|---|---|
static class |
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder
Feature attribution monitoring spec.
|
com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter| Modifier and Type | Field and Description |
|---|---|
static int |
BATCH_EXPLANATION_DEDICATED_RESOURCES_FIELD_NUMBER |
static int |
DEFAULT_ALERT_CONDITION_FIELD_NUMBER |
static int |
FEATURE_ALERT_CONDITIONS_FIELD_NUMBER |
static int |
FEATURES_FIELD_NUMBER |
| Modifier and Type | Method and Description |
|---|---|
boolean |
containsFeatureAlertConditions(String key)
Per feature alert condition will override default alert condition.
|
boolean |
equals(Object obj) |
BatchDedicatedResources |
getBatchExplanationDedicatedResources()
The config of resources used by the Model Monitoring during the batch
explanation for non-AutoML models.
|
BatchDedicatedResourcesOrBuilder |
getBatchExplanationDedicatedResourcesOrBuilder()
The config of resources used by the Model Monitoring during the batch
explanation for non-AutoML models.
|
ModelMonitoringAlertCondition |
getDefaultAlertCondition()
Default alert condition for all the features.
|
ModelMonitoringAlertConditionOrBuilder |
getDefaultAlertConditionOrBuilder()
Default alert condition for all the features.
|
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
getDefaultInstance() |
ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
getDefaultInstanceForType() |
static com.google.protobuf.Descriptors.Descriptor |
getDescriptor() |
Map<String,ModelMonitoringAlertCondition> |
getFeatureAlertConditions()
Deprecated.
|
int |
getFeatureAlertConditionsCount()
Per feature alert condition will override default alert condition.
|
Map<String,ModelMonitoringAlertCondition> |
getFeatureAlertConditionsMap()
Per feature alert condition will override default alert condition.
|
ModelMonitoringAlertCondition |
getFeatureAlertConditionsOrDefault(String key,
ModelMonitoringAlertCondition defaultValue)
Per feature alert condition will override default alert condition.
|
ModelMonitoringAlertCondition |
getFeatureAlertConditionsOrThrow(String key)
Per feature alert condition will override default alert condition.
|
String |
getFeatures(int index)
Feature names interested in monitoring.
|
com.google.protobuf.ByteString |
getFeaturesBytes(int index)
Feature names interested in monitoring.
|
int |
getFeaturesCount()
Feature names interested in monitoring.
|
com.google.protobuf.ProtocolStringList |
getFeaturesList()
Feature names interested in monitoring.
|
com.google.protobuf.Parser<ModelMonitoringObjectiveSpec.FeatureAttributionSpec> |
getParserForType() |
int |
getSerializedSize() |
boolean |
hasBatchExplanationDedicatedResources()
The config of resources used by the Model Monitoring during the batch
explanation for non-AutoML models.
|
boolean |
hasDefaultAlertCondition()
Default alert condition for all the features.
|
int |
hashCode() |
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable |
internalGetFieldAccessorTable() |
protected com.google.protobuf.MapFieldReflectionAccessor |
internalGetMapFieldReflection(int number) |
boolean |
isInitialized() |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder |
newBuilder() |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder |
newBuilder(ModelMonitoringObjectiveSpec.FeatureAttributionSpec prototype) |
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder |
newBuilderForType() |
protected ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder |
newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) |
protected Object |
newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseDelimitedFrom(InputStream input) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseDelimitedFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseFrom(byte[] data) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseFrom(byte[] data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseFrom(ByteBuffer data) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseFrom(ByteBuffer data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseFrom(com.google.protobuf.ByteString data) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseFrom(com.google.protobuf.ByteString data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseFrom(com.google.protobuf.CodedInputStream input) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseFrom(InputStream input) |
static ModelMonitoringObjectiveSpec.FeatureAttributionSpec |
parseFrom(InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static com.google.protobuf.Parser<ModelMonitoringObjectiveSpec.FeatureAttributionSpec> |
parser() |
ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder |
toBuilder() |
void |
writeTo(com.google.protobuf.CodedOutputStream output) |
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTagfindInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toStringaddAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToclone, finalize, getClass, notify, notifyAll, wait, wait, waitpublic static final int FEATURES_FIELD_NUMBER
public static final int DEFAULT_ALERT_CONDITION_FIELD_NUMBER
public static final int FEATURE_ALERT_CONDITIONS_FIELD_NUMBER
public static final int BATCH_EXPLANATION_DEDICATED_RESOURCES_FIELD_NUMBER
protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
newInstance in class com.google.protobuf.GeneratedMessageV3public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessageV3protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3public com.google.protobuf.ProtocolStringList getFeaturesList()
Feature names interested in monitoring. These should be a subset of the input feature names specified in the monitoring schema. If the field is not specified all features outlied in the monitoring schema will be used.
repeated string features = 1;getFeaturesList in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic int getFeaturesCount()
Feature names interested in monitoring. These should be a subset of the input feature names specified in the monitoring schema. If the field is not specified all features outlied in the monitoring schema will be used.
repeated string features = 1;getFeaturesCount in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic String getFeatures(int index)
Feature names interested in monitoring. These should be a subset of the input feature names specified in the monitoring schema. If the field is not specified all features outlied in the monitoring schema will be used.
repeated string features = 1;getFeatures in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderindex - The index of the element to return.public com.google.protobuf.ByteString getFeaturesBytes(int index)
Feature names interested in monitoring. These should be a subset of the input feature names specified in the monitoring schema. If the field is not specified all features outlied in the monitoring schema will be used.
repeated string features = 1;getFeaturesBytes in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderindex - The index of the value to return.public boolean hasDefaultAlertCondition()
Default alert condition for all the features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;
hasDefaultAlertCondition in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic ModelMonitoringAlertCondition getDefaultAlertCondition()
Default alert condition for all the features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;
getDefaultAlertCondition in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic ModelMonitoringAlertConditionOrBuilder getDefaultAlertConditionOrBuilder()
Default alert condition for all the features.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_alert_condition = 2;
getDefaultAlertConditionOrBuilder in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic int getFeatureAlertConditionsCount()
ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderPer feature alert condition will override default alert condition.
map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;
getFeatureAlertConditionsCount in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic boolean containsFeatureAlertConditions(String key)
Per feature alert condition will override default alert condition.
map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;
containsFeatureAlertConditions in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder@Deprecated public Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditions()
getFeatureAlertConditionsMap() instead.getFeatureAlertConditions in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditionsMap()
Per feature alert condition will override default alert condition.
map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;
getFeatureAlertConditionsMap in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic ModelMonitoringAlertCondition getFeatureAlertConditionsOrDefault(String key, ModelMonitoringAlertCondition defaultValue)
Per feature alert condition will override default alert condition.
map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;
getFeatureAlertConditionsOrDefault in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic ModelMonitoringAlertCondition getFeatureAlertConditionsOrThrow(String key)
Per feature alert condition will override default alert condition.
map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 3;
getFeatureAlertConditionsOrThrow in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic boolean hasBatchExplanationDedicatedResources()
The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models. If not set, `n1-standard-2` machine type will be used by default.
.google.cloud.aiplatform.v1beta1.BatchDedicatedResources batch_explanation_dedicated_resources = 4;
hasBatchExplanationDedicatedResources in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic BatchDedicatedResources getBatchExplanationDedicatedResources()
The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models. If not set, `n1-standard-2` machine type will be used by default.
.google.cloud.aiplatform.v1beta1.BatchDedicatedResources batch_explanation_dedicated_resources = 4;
getBatchExplanationDedicatedResources in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic BatchDedicatedResourcesOrBuilder getBatchExplanationDedicatedResourcesOrBuilder()
The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models. If not set, `n1-standard-2` machine type will be used by default.
.google.cloud.aiplatform.v1beta1.BatchDedicatedResources batch_explanation_dedicated_resources = 4;
getBatchExplanationDedicatedResourcesOrBuilder in interface ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilderpublic final boolean isInitialized()
isInitialized in interface com.google.protobuf.MessageLiteOrBuilderisInitialized in class com.google.protobuf.GeneratedMessageV3public void writeTo(com.google.protobuf.CodedOutputStream output)
throws IOException
writeTo in interface com.google.protobuf.MessageLitewriteTo in class com.google.protobuf.GeneratedMessageV3IOExceptionpublic int getSerializedSize()
getSerializedSize in interface com.google.protobuf.MessageLitegetSerializedSize in class com.google.protobuf.GeneratedMessageV3public boolean equals(Object obj)
equals in interface com.google.protobuf.Messageequals in class com.google.protobuf.AbstractMessagepublic int hashCode()
hashCode in interface com.google.protobuf.MessagehashCode in class com.google.protobuf.AbstractMessagepublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseFrom(InputStream input) throws IOException
IOExceptionpublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseDelimitedFrom(InputStream input) throws IOException
IOExceptionpublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
IOExceptionpublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
IOExceptionpublic ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder newBuilderForType()
newBuilderForType in interface com.google.protobuf.MessagenewBuilderForType in interface com.google.protobuf.MessageLitepublic static ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder newBuilder()
public static ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder newBuilder(ModelMonitoringObjectiveSpec.FeatureAttributionSpec prototype)
public ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder toBuilder()
toBuilder in interface com.google.protobuf.MessagetoBuilder in interface com.google.protobuf.MessageLiteprotected ModelMonitoringObjectiveSpec.FeatureAttributionSpec.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
newBuilderForType in class com.google.protobuf.GeneratedMessageV3public static ModelMonitoringObjectiveSpec.FeatureAttributionSpec getDefaultInstance()
public static com.google.protobuf.Parser<ModelMonitoringObjectiveSpec.FeatureAttributionSpec> parser()
public com.google.protobuf.Parser<ModelMonitoringObjectiveSpec.FeatureAttributionSpec> getParserForType()
getParserForType in interface com.google.protobuf.MessagegetParserForType in interface com.google.protobuf.MessageLitegetParserForType in class com.google.protobuf.GeneratedMessageV3public ModelMonitoringObjectiveSpec.FeatureAttributionSpec getDefaultInstanceForType()
getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuildergetDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilderCopyright © 2025 Google LLC. All rights reserved.