Package com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringObjectiveSpec.DataDriftSpec

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessage

com.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec

All Implemented Interfaces:

ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

ModelMonitoringObjectiveSpec

public static final class ModelMonitoringObjectiveSpec.DataDriftSpec
extends com.google.protobuf.GeneratedMessage
implements ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

 Data drift monitoring spec.
 Data drift measures the distribution distance between the current dataset
 and a baseline dataset. A typical use case is to detect data drift between
 the recent production serving dataset and the training dataset, or to
 compare the recent production dataset with a dataset from a previous
 period.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	Data drift monitoring spec.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessage

com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.FieldAccessorTable, com.google.protobuf.GeneratedMessage.GeneratedExtension<ContainingT extends com.google.protobuf.Message,T extends Object>, com.google.protobuf.GeneratedMessage.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessage

com.google.protobuf.AbstractMessage.BuilderParent

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static final int	CATEGORICAL_METRIC_TYPE_FIELD_NUMBER
static final int	DEFAULT_CATEGORICAL_ALERT_CONDITION_FIELD_NUMBER
static final int	DEFAULT_NUMERIC_ALERT_CONDITION_FIELD_NUMBER
static final int	FEATURE_ALERT_CONDITIONS_FIELD_NUMBER
static final int	FEATURES_FIELD_NUMBER
static final int	NUMERIC_METRIC_TYPE_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessage

alwaysUseFieldBuilders, loggedPre22TypeNames, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method	Description
boolean	containsFeatureAlertConditions(String key)	Per feature alert condition will override default alert condition.
boolean	equals(Object obj)
String	getCategoricalMetricType()	Supported metrics type: * l_infinity * jensen_shannon_divergence
com.google.protobuf.ByteString	getCategoricalMetricTypeBytes()	Supported metrics type: * l_infinity * jensen_shannon_divergence
ModelMonitoringAlertCondition	getDefaultCategoricalAlertCondition()	Default alert condition for all the categorical features.
ModelMonitoringAlertConditionOrBuilder	getDefaultCategoricalAlertConditionOrBuilder()	Default alert condition for all the categorical features.
static ModelMonitoringObjectiveSpec.DataDriftSpec	getDefaultInstance()
ModelMonitoringObjectiveSpec.DataDriftSpec	getDefaultInstanceForType()
ModelMonitoringAlertCondition	getDefaultNumericAlertCondition()	Default alert condition for all the numeric features.
ModelMonitoringAlertConditionOrBuilder	getDefaultNumericAlertConditionOrBuilder()	Default alert condition for all the numeric features.
static final 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 / Prediction output names interested in monitoring.
com.google.protobuf.ByteString	getFeaturesBytes(int index)	Feature names / Prediction output names interested in monitoring.
int	getFeaturesCount()	Feature names / Prediction output names interested in monitoring.
com.google.protobuf.ProtocolStringList	getFeaturesList()	Feature names / Prediction output names interested in monitoring.
String	getNumericMetricType()	Supported metrics type: * jensen_shannon_divergence
com.google.protobuf.ByteString	getNumericMetricTypeBytes()	Supported metrics type: * jensen_shannon_divergence
com.google.protobuf.Parser<ModelMonitoringObjectiveSpec.DataDriftSpec>	getParserForType()
int	getSerializedSize()
boolean	hasDefaultCategoricalAlertCondition()	Default alert condition for all the categorical features.
boolean	hasDefaultNumericAlertCondition()	Default alert condition for all the numeric features.
int	hashCode()
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
protected com.google.protobuf.MapFieldReflectionAccessor	internalGetMapFieldReflection(int number)
final boolean	isInitialized()
static ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	newBuilder()
static ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	newBuilder(ModelMonitoringObjectiveSpec.DataDriftSpec prototype)
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	newBuilderForType()
protected ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseDelimitedFrom(InputStream input)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseFrom(byte[] data)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseFrom(InputStream input)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseFrom(ByteBuffer data)
static ModelMonitoringObjectiveSpec.DataDriftSpec	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringObjectiveSpec.DataDriftSpec>	parser()
ModelMonitoringObjectiveSpec.DataDriftSpec.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessage

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, newFileScopedGeneratedExtension, newInstance, newMessageScopedGeneratedExtension, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashFields, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Field Details

FEATURES_FIELD_NUMBER

public static final int FEATURES_FIELD_NUMBER

See Also:

• Constant Field Values

CATEGORICAL_METRIC_TYPE_FIELD_NUMBER

public static final int CATEGORICAL_METRIC_TYPE_FIELD_NUMBER

See Also:

• Constant Field Values

NUMERIC_METRIC_TYPE_FIELD_NUMBER

public static final int NUMERIC_METRIC_TYPE_FIELD_NUMBER

See Also:

• Constant Field Values

DEFAULT_CATEGORICAL_ALERT_CONDITION_FIELD_NUMBER

public static final int DEFAULT_CATEGORICAL_ALERT_CONDITION_FIELD_NUMBER

See Also:

• Constant Field Values

DEFAULT_NUMERIC_ALERT_CONDITION_FIELD_NUMBER

public static final int DEFAULT_NUMERIC_ALERT_CONDITION_FIELD_NUMBER

See Also:

• Constant Field Values

FEATURE_ALERT_CONDITIONS_FIELD_NUMBER

public static final int FEATURE_ALERT_CONDITIONS_FIELD_NUMBER

See Also:

• Constant Field Values

Method Details

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetMapFieldReflection

protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)

Overrides:

internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessage

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

getFeaturesList

public com.google.protobuf.ProtocolStringList getFeaturesList()

 Feature names / Prediction output names interested in monitoring.
 These should be a subset of the input feature names or prediction output
 names specified in the monitoring schema.
 If the field is not specified all features / prediction outputs outlied
 in the monitoring schema will be used.
 

repeated string features = 1;

Specified by:

getFeaturesList in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

A list containing the features.

getFeaturesCount

public int getFeaturesCount()

 Feature names / Prediction output names interested in monitoring.
 These should be a subset of the input feature names or prediction output
 names specified in the monitoring schema.
 If the field is not specified all features / prediction outputs outlied
 in the monitoring schema will be used.
 

repeated string features = 1;

Specified by:

getFeaturesCount in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The count of features.

getFeatures

public String getFeatures(int index)

 Feature names / Prediction output names interested in monitoring.
 These should be a subset of the input feature names or prediction output
 names specified in the monitoring schema.
 If the field is not specified all features / prediction outputs outlied
 in the monitoring schema will be used.
 

repeated string features = 1;

Specified by:

getFeatures in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The features at the given index.

getFeaturesBytes

public com.google.protobuf.ByteString getFeaturesBytes(int index)

 Feature names / Prediction output names interested in monitoring.
 These should be a subset of the input feature names or prediction output
 names specified in the monitoring schema.
 If the field is not specified all features / prediction outputs outlied
 in the monitoring schema will be used.
 

repeated string features = 1;

Specified by:

getFeaturesBytes in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Parameters:

index - The index of the value to return.

Returns:

The bytes of the features at the given index.

getCategoricalMetricType

public String getCategoricalMetricType()

 Supported metrics type:
 * l_infinity
 * jensen_shannon_divergence
 

string categorical_metric_type = 2;

Specified by:

getCategoricalMetricType in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The categoricalMetricType.

getCategoricalMetricTypeBytes

public com.google.protobuf.ByteString getCategoricalMetricTypeBytes()

 Supported metrics type:
 * l_infinity
 * jensen_shannon_divergence
 

string categorical_metric_type = 2;

Specified by:

getCategoricalMetricTypeBytes in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The bytes for categoricalMetricType.

getNumericMetricType

public String getNumericMetricType()

 Supported metrics type:
 * jensen_shannon_divergence
 

string numeric_metric_type = 3;

Specified by:

getNumericMetricType in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The numericMetricType.

getNumericMetricTypeBytes

public com.google.protobuf.ByteString getNumericMetricTypeBytes()

 Supported metrics type:
 * jensen_shannon_divergence
 

string numeric_metric_type = 3;

Specified by:

getNumericMetricTypeBytes in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The bytes for numericMetricType.

hasDefaultCategoricalAlertCondition

public boolean hasDefaultCategoricalAlertCondition()

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

Specified by:

hasDefaultCategoricalAlertCondition in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

Whether the defaultCategoricalAlertCondition field is set.

getDefaultCategoricalAlertCondition

public ModelMonitoringAlertCondition getDefaultCategoricalAlertCondition()

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

Specified by:

getDefaultCategoricalAlertCondition in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The defaultCategoricalAlertCondition.

getDefaultCategoricalAlertConditionOrBuilder

public ModelMonitoringAlertConditionOrBuilder getDefaultCategoricalAlertConditionOrBuilder()

 Default alert condition for all the categorical features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_categorical_alert_condition = 4;

Specified by:

getDefaultCategoricalAlertConditionOrBuilder in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

hasDefaultNumericAlertCondition

public boolean hasDefaultNumericAlertCondition()

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

Specified by:

hasDefaultNumericAlertCondition in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

Whether the defaultNumericAlertCondition field is set.

getDefaultNumericAlertCondition

public ModelMonitoringAlertCondition getDefaultNumericAlertCondition()

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

Specified by:

getDefaultNumericAlertCondition in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

Returns:

The defaultNumericAlertCondition.

getDefaultNumericAlertConditionOrBuilder

public ModelMonitoringAlertConditionOrBuilder getDefaultNumericAlertConditionOrBuilder()

 Default alert condition for all the numeric features.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition default_numeric_alert_condition = 5;

Specified by:

getDefaultNumericAlertConditionOrBuilder in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

getFeatureAlertConditionsCount

public int getFeatureAlertConditionsCount()

Description copied from interface: ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;

Specified by:

getFeatureAlertConditionsCount in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

containsFeatureAlertConditions

public boolean containsFeatureAlertConditions(String key)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;

Specified by:

containsFeatureAlertConditions in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

getFeatureAlertConditions

@Deprecated
public Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditions()

Deprecated.

Use getFeatureAlertConditionsMap() instead.

Specified by:

getFeatureAlertConditions in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

getFeatureAlertConditionsMap

public Map<String,ModelMonitoringAlertCondition> getFeatureAlertConditionsMap()

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;

Specified by:

getFeatureAlertConditionsMap in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

getFeatureAlertConditionsOrDefault

public 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 = 6;

Specified by:

getFeatureAlertConditionsOrDefault in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

getFeatureAlertConditionsOrThrow

public ModelMonitoringAlertCondition getFeatureAlertConditionsOrThrow(String key)

 Per feature alert condition will override default alert condition.
 

map<string, .google.cloud.aiplatform.v1beta1.ModelMonitoringAlertCondition> feature_alert_conditions = 6;

Specified by:

getFeatureAlertConditionsOrThrow in interface ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessage

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessage

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseFrom(ByteBuffer data)
                                                            throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseFrom(ByteBuffer data,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                            throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseFrom(com.google.protobuf.ByteString data)
                                                            throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseFrom(com.google.protobuf.ByteString data,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                            throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseFrom(byte[] data)
                                                            throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseFrom(byte[] data,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                            throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseFrom(InputStream input)
                                                            throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseFrom(InputStream input,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                            throws IOException

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseDelimitedFrom(InputStream input)
                                                                     throws IOException

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseDelimitedFrom(InputStream input,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                     throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseFrom(com.google.protobuf.CodedInputStream input)
                                                            throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringObjectiveSpec.DataDriftSpec parseFrom(com.google.protobuf.CodedInputStream input,
 com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                            throws IOException

Throws:

IOException

newBuilderForType

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringObjectiveSpec.DataDriftSpec.Builder newBuilder()

newBuilder

public static ModelMonitoringObjectiveSpec.DataDriftSpec.Builder newBuilder(ModelMonitoringObjectiveSpec.DataDriftSpec prototype)

toBuilder

public ModelMonitoringObjectiveSpec.DataDriftSpec.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected ModelMonitoringObjectiveSpec.DataDriftSpec.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)

Overrides:

newBuilderForType in class com.google.protobuf.AbstractMessage

getDefaultInstance

public static ModelMonitoringObjectiveSpec.DataDriftSpec getDefaultInstance()

parser

public static com.google.protobuf.Parser<ModelMonitoringObjectiveSpec.DataDriftSpec> parser()

getParserForType

public com.google.protobuf.Parser<ModelMonitoringObjectiveSpec.DataDriftSpec> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessage

getDefaultInstanceForType

public ModelMonitoringObjectiveSpec.DataDriftSpec getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder