com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringAlert

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelMonitoringAlert

All Implemented Interfaces:

ModelMonitoringAlertOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class ModelMonitoringAlert
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitoringAlertOrBuilder

 Represents a single monitoring alert. This is currently used in the
 SearchModelMonitoringAlerts api, thus the alert wrapped in this message
 belongs to the resource asked in the request.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringAlert

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMonitoringAlert.Builder Represents a single monitoring alert.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

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

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

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	ALERT_TIME_FIELD_NUMBER
static int	ANOMALY_FIELD_NUMBER
static int	OBJECTIVE_TYPE_FIELD_NUMBER
static int	STATS_NAME_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, 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 and Description
boolean	equals(Object obj)
com.google.protobuf.Timestamp	getAlertTime() Alert creation time.
com.google.protobuf.TimestampOrBuilder	getAlertTimeOrBuilder() Alert creation time.
ModelMonitoringAnomaly	getAnomaly() Anomaly details.
ModelMonitoringAnomalyOrBuilder	getAnomalyOrBuilder() Anomaly details.
static ModelMonitoringAlert	getDefaultInstance()
ModelMonitoringAlert	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getObjectiveType() One of the supported monitoring objectives: `raw-feature-drift` `prediction-output-drift` `feature-attribution` string objective_type = 2;
com.google.protobuf.ByteString	getObjectiveTypeBytes() One of the supported monitoring objectives: `raw-feature-drift` `prediction-output-drift` `feature-attribution` string objective_type = 2;
com.google.protobuf.Parser<ModelMonitoringAlert>	getParserForType()
int	getSerializedSize()
String	getStatsName() The stats name.
com.google.protobuf.ByteString	getStatsNameBytes() The stats name.
boolean	hasAlertTime() Alert creation time.
boolean	hasAnomaly() Anomaly details.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringAlert.Builder	newBuilder()
static ModelMonitoringAlert.Builder	newBuilder(ModelMonitoringAlert prototype)
ModelMonitoringAlert.Builder	newBuilderForType()
protected ModelMonitoringAlert.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringAlert	parseDelimitedFrom(InputStream input)
static ModelMonitoringAlert	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringAlert	parseFrom(byte[] data)
static ModelMonitoringAlert	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringAlert	parseFrom(ByteBuffer data)
static ModelMonitoringAlert	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringAlert	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringAlert	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringAlert	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringAlert	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringAlert	parseFrom(InputStream input)
static ModelMonitoringAlert	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringAlert>	parser()
ModelMonitoringAlert.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, 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, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, 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.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

STATS_NAME_FIELD_NUMBER

public static final int STATS_NAME_FIELD_NUMBER

See Also:

Constant Field Values

OBJECTIVE_TYPE_FIELD_NUMBER

public static final int OBJECTIVE_TYPE_FIELD_NUMBER

See Also:

Constant Field Values

ALERT_TIME_FIELD_NUMBER

public static final int ALERT_TIME_FIELD_NUMBER

See Also:

Constant Field Values

ANOMALY_FIELD_NUMBER

public static final int ANOMALY_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

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

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getStatsName

public String getStatsName()

 The stats name.
 

string stats_name = 1;

Specified by:

getStatsName in interface ModelMonitoringAlertOrBuilder

Returns:

The statsName.

getStatsNameBytes

public com.google.protobuf.ByteString getStatsNameBytes()

 The stats name.
 

string stats_name = 1;

Specified by:

getStatsNameBytes in interface ModelMonitoringAlertOrBuilder

Returns:

The bytes for statsName.

getObjectiveType

public String getObjectiveType()

 One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
 

string objective_type = 2;

Specified by:

getObjectiveType in interface ModelMonitoringAlertOrBuilder

Returns:

The objectiveType.

getObjectiveTypeBytes

public com.google.protobuf.ByteString getObjectiveTypeBytes()

 One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
 

string objective_type = 2;

Specified by:

getObjectiveTypeBytes in interface ModelMonitoringAlertOrBuilder

Returns:

The bytes for objectiveType.

hasAlertTime

public boolean hasAlertTime()

 Alert creation time.
 

.google.protobuf.Timestamp alert_time = 3;

Specified by:

hasAlertTime in interface ModelMonitoringAlertOrBuilder

Returns:

Whether the alertTime field is set.

getAlertTime

public com.google.protobuf.Timestamp getAlertTime()

 Alert creation time.
 

.google.protobuf.Timestamp alert_time = 3;

Specified by:

getAlertTime in interface ModelMonitoringAlertOrBuilder

Returns:

The alertTime.

getAlertTimeOrBuilder

public com.google.protobuf.TimestampOrBuilder getAlertTimeOrBuilder()

 Alert creation time.
 

.google.protobuf.Timestamp alert_time = 3;

Specified by:

getAlertTimeOrBuilder in interface ModelMonitoringAlertOrBuilder

hasAnomaly

public boolean hasAnomaly()

 Anomaly details.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;

Specified by:

hasAnomaly in interface ModelMonitoringAlertOrBuilder

Returns:

Whether the anomaly field is set.

getAnomaly

public ModelMonitoringAnomaly getAnomaly()

 Anomaly details.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;

Specified by:

getAnomaly in interface ModelMonitoringAlertOrBuilder

Returns:

The anomaly.

getAnomalyOrBuilder

public ModelMonitoringAnomalyOrBuilder getAnomalyOrBuilder()

 Anomaly details.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;

Specified by:

getAnomalyOrBuilder in interface ModelMonitoringAlertOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

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.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

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 ModelMonitoringAlert parseFrom(ByteBuffer data)
                                      throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringAlert parseFrom(InputStream input)
                                      throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringAlert parseDelimitedFrom(InputStream input)
                                               throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelMonitoringAlert.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringAlert.Builder newBuilder()

newBuilder

public static ModelMonitoringAlert.Builder newBuilder(ModelMonitoringAlert prototype)

toBuilder

public ModelMonitoringAlert.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected ModelMonitoringAlert.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringAlert getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ModelMonitoringAlert> 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.GeneratedMessageV3

getDefaultInstanceForType

public ModelMonitoringAlert getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder