com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringStatsDataPoint

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint

All Implemented Interfaces:

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

public final class ModelMonitoringStatsDataPoint
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitoringStatsDataPointOrBuilder

 Represents a single statistics data point.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMonitoringStatsDataPoint.Builder Represents a single statistics data point.
static class	ModelMonitoringStatsDataPoint.TypedValue Typed value of the statistics.
static interface	ModelMonitoringStatsDataPoint.TypedValueOrBuilder

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	ALGORITHM_FIELD_NUMBER
static int	BASELINE_STATS_FIELD_NUMBER
static int	CREATE_TIME_FIELD_NUMBER
static int	CURRENT_STATS_FIELD_NUMBER
static int	HAS_ANOMALY_FIELD_NUMBER
static int	MODEL_MONITORING_JOB_FIELD_NUMBER
static int	SCHEDULE_FIELD_NUMBER
static int	THRESHOLD_VALUE_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)
String	getAlgorithm() Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
com.google.protobuf.ByteString	getAlgorithmBytes() Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
ModelMonitoringStatsDataPoint.TypedValue	getBaselineStats() Statistics from baseline dataset.
ModelMonitoringStatsDataPoint.TypedValueOrBuilder	getBaselineStatsOrBuilder() Statistics from baseline dataset.
com.google.protobuf.Timestamp	getCreateTime() Statistics create time.
com.google.protobuf.TimestampOrBuilder	getCreateTimeOrBuilder() Statistics create time.
ModelMonitoringStatsDataPoint.TypedValue	getCurrentStats() Statistics from current dataset.
ModelMonitoringStatsDataPoint.TypedValueOrBuilder	getCurrentStatsOrBuilder() Statistics from current dataset.
static ModelMonitoringStatsDataPoint	getDefaultInstance()
ModelMonitoringStatsDataPoint	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
boolean	getHasAnomaly() Indicate if the statistics has anomaly.
String	getModelMonitoringJob() Model monitoring job resource name.
com.google.protobuf.ByteString	getModelMonitoringJobBytes() Model monitoring job resource name.
com.google.protobuf.Parser<ModelMonitoringStatsDataPoint>	getParserForType()
String	getSchedule() Schedule resource name.
com.google.protobuf.ByteString	getScheduleBytes() Schedule resource name.
int	getSerializedSize()
double	getThresholdValue() Threshold value.
boolean	hasBaselineStats() Statistics from baseline dataset.
boolean	hasCreateTime() Statistics create time.
boolean	hasCurrentStats() Statistics from current dataset.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringStatsDataPoint.Builder	newBuilder()
static ModelMonitoringStatsDataPoint.Builder	newBuilder(ModelMonitoringStatsDataPoint prototype)
ModelMonitoringStatsDataPoint.Builder	newBuilderForType()
protected ModelMonitoringStatsDataPoint.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringStatsDataPoint	parseDelimitedFrom(InputStream input)
static ModelMonitoringStatsDataPoint	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsDataPoint	parseFrom(byte[] data)
static ModelMonitoringStatsDataPoint	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsDataPoint	parseFrom(ByteBuffer data)
static ModelMonitoringStatsDataPoint	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsDataPoint	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringStatsDataPoint	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsDataPoint	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringStatsDataPoint	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsDataPoint	parseFrom(InputStream input)
static ModelMonitoringStatsDataPoint	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringStatsDataPoint>	parser()
ModelMonitoringStatsDataPoint.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

CURRENT_STATS_FIELD_NUMBER

public static final int CURRENT_STATS_FIELD_NUMBER

See Also:

Constant Field Values

BASELINE_STATS_FIELD_NUMBER

public static final int BASELINE_STATS_FIELD_NUMBER

See Also:

Constant Field Values

THRESHOLD_VALUE_FIELD_NUMBER

public static final int THRESHOLD_VALUE_FIELD_NUMBER

See Also:

Constant Field Values

HAS_ANOMALY_FIELD_NUMBER

public static final int HAS_ANOMALY_FIELD_NUMBER

See Also:

Constant Field Values

MODEL_MONITORING_JOB_FIELD_NUMBER

public static final int MODEL_MONITORING_JOB_FIELD_NUMBER

See Also:

Constant Field Values

SCHEDULE_FIELD_NUMBER

public static final int SCHEDULE_FIELD_NUMBER

See Also:

Constant Field Values

CREATE_TIME_FIELD_NUMBER

public static final int CREATE_TIME_FIELD_NUMBER

See Also:

Constant Field Values

ALGORITHM_FIELD_NUMBER

public static final int ALGORITHM_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

hasCurrentStats

public boolean hasCurrentStats()

 Statistics from current dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;

Specified by:

hasCurrentStats in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

Whether the currentStats field is set.

getCurrentStats

public ModelMonitoringStatsDataPoint.TypedValue getCurrentStats()

 Statistics from current dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;

Specified by:

getCurrentStats in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

The currentStats.

getCurrentStatsOrBuilder

public ModelMonitoringStatsDataPoint.TypedValueOrBuilder getCurrentStatsOrBuilder()

 Statistics from current dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;

Specified by:

getCurrentStatsOrBuilder in interface ModelMonitoringStatsDataPointOrBuilder

hasBaselineStats

public boolean hasBaselineStats()

 Statistics from baseline dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;

Specified by:

hasBaselineStats in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

Whether the baselineStats field is set.

getBaselineStats

public ModelMonitoringStatsDataPoint.TypedValue getBaselineStats()

 Statistics from baseline dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;

Specified by:

getBaselineStats in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

The baselineStats.

getBaselineStatsOrBuilder

public ModelMonitoringStatsDataPoint.TypedValueOrBuilder getBaselineStatsOrBuilder()

 Statistics from baseline dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;

Specified by:

getBaselineStatsOrBuilder in interface ModelMonitoringStatsDataPointOrBuilder

getThresholdValue

public double getThresholdValue()

 Threshold value.
 

double threshold_value = 3;

Specified by:

getThresholdValue in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

The thresholdValue.

getHasAnomaly

public boolean getHasAnomaly()

 Indicate if the statistics has anomaly.
 

bool has_anomaly = 4;

Specified by:

getHasAnomaly in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

The hasAnomaly.

getModelMonitoringJob

public String getModelMonitoringJob()

 Model monitoring job resource name.
 

string model_monitoring_job = 5;

Specified by:

getModelMonitoringJob in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

The modelMonitoringJob.

getModelMonitoringJobBytes

public com.google.protobuf.ByteString getModelMonitoringJobBytes()

 Model monitoring job resource name.
 

string model_monitoring_job = 5;

Specified by:

getModelMonitoringJobBytes in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

The bytes for modelMonitoringJob.

getSchedule

public String getSchedule()

 Schedule resource name.
 

string schedule = 6;

Specified by:

getSchedule in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

The schedule.

getScheduleBytes

public com.google.protobuf.ByteString getScheduleBytes()

 Schedule resource name.
 

string schedule = 6;

Specified by:

getScheduleBytes in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

The bytes for schedule.

hasCreateTime

public boolean hasCreateTime()

 Statistics create time.
 

.google.protobuf.Timestamp create_time = 7;

Specified by:

hasCreateTime in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

Whether the createTime field is set.

getCreateTime

public com.google.protobuf.Timestamp getCreateTime()

 Statistics create time.
 

.google.protobuf.Timestamp create_time = 7;

Specified by:

getCreateTime in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

The createTime.

getCreateTimeOrBuilder

public com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()

 Statistics create time.
 

.google.protobuf.Timestamp create_time = 7;

Specified by:

getCreateTimeOrBuilder in interface ModelMonitoringStatsDataPointOrBuilder

getAlgorithm

public String getAlgorithm()

 Algorithm used to calculated the metrics, eg: jensen_shannon_divergence,
 l_infinity.
 

string algorithm = 8;

Specified by:

getAlgorithm in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

The algorithm.

getAlgorithmBytes

public com.google.protobuf.ByteString getAlgorithmBytes()

 Algorithm used to calculated the metrics, eg: jensen_shannon_divergence,
 l_infinity.
 

string algorithm = 8;

Specified by:

getAlgorithmBytes in interface ModelMonitoringStatsDataPointOrBuilder

Returns:

The bytes for algorithm.

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsDataPoint parseFrom(InputStream input)
                                               throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringStatsDataPoint parseDelimitedFrom(InputStream input)
                                                        throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelMonitoringStatsDataPoint.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringStatsDataPoint.Builder newBuilder()

newBuilder

public static ModelMonitoringStatsDataPoint.Builder newBuilder(ModelMonitoringStatsDataPoint prototype)

toBuilder

public ModelMonitoringStatsDataPoint.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringStatsDataPoint getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ModelMonitoringStatsDataPoint> 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 ModelMonitoringStatsDataPoint getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder