com.google.cloud.aiplatform.v1beta1

Class ModelDeploymentMonitoringScheduleConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringScheduleConfig

All Implemented Interfaces:

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

public final class ModelDeploymentMonitoringScheduleConfig
extends com.google.protobuf.GeneratedMessageV3
implements ModelDeploymentMonitoringScheduleConfigOrBuilder

 The config for scheduling monitoring job.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringScheduleConfig

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelDeploymentMonitoringScheduleConfig.Builder The config for scheduling monitoring job.

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	MONITOR_INTERVAL_FIELD_NUMBER
static int	MONITOR_WINDOW_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)
static ModelDeploymentMonitoringScheduleConfig	getDefaultInstance()
ModelDeploymentMonitoringScheduleConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Duration	getMonitorInterval() Required.
com.google.protobuf.DurationOrBuilder	getMonitorIntervalOrBuilder() Required.
com.google.protobuf.Duration	getMonitorWindow() The time window of the prediction data being included in each prediction dataset.
com.google.protobuf.DurationOrBuilder	getMonitorWindowOrBuilder() The time window of the prediction data being included in each prediction dataset.
com.google.protobuf.Parser<ModelDeploymentMonitoringScheduleConfig>	getParserForType()
int	getSerializedSize()
int	hashCode()
boolean	hasMonitorInterval() Required.
boolean	hasMonitorWindow() The time window of the prediction data being included in each prediction dataset.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelDeploymentMonitoringScheduleConfig.Builder	newBuilder()
static ModelDeploymentMonitoringScheduleConfig.Builder	newBuilder(ModelDeploymentMonitoringScheduleConfig prototype)
ModelDeploymentMonitoringScheduleConfig.Builder	newBuilderForType()
protected ModelDeploymentMonitoringScheduleConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelDeploymentMonitoringScheduleConfig	parseDelimitedFrom(InputStream input)
static ModelDeploymentMonitoringScheduleConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelDeploymentMonitoringScheduleConfig	parseFrom(byte[] data)
static ModelDeploymentMonitoringScheduleConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelDeploymentMonitoringScheduleConfig	parseFrom(ByteBuffer data)
static ModelDeploymentMonitoringScheduleConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelDeploymentMonitoringScheduleConfig	parseFrom(com.google.protobuf.ByteString data)
static ModelDeploymentMonitoringScheduleConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelDeploymentMonitoringScheduleConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelDeploymentMonitoringScheduleConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelDeploymentMonitoringScheduleConfig	parseFrom(InputStream input)
static ModelDeploymentMonitoringScheduleConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelDeploymentMonitoringScheduleConfig>	parser()
ModelDeploymentMonitoringScheduleConfig.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

MONITOR_INTERVAL_FIELD_NUMBER

public static final int MONITOR_INTERVAL_FIELD_NUMBER

See Also:

Constant Field Values

MONITOR_WINDOW_FIELD_NUMBER

public static final int MONITOR_WINDOW_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

hasMonitorInterval

public boolean hasMonitorInterval()

 Required. The model monitoring job scheduling interval. It will be rounded
 up to next full hour. This defines how often the monitoring jobs are
 triggered.
 

.google.protobuf.Duration monitor_interval = 1 [(.google.api.field_behavior) = REQUIRED];

Specified by:

hasMonitorInterval in interface ModelDeploymentMonitoringScheduleConfigOrBuilder

Returns:

Whether the monitorInterval field is set.

getMonitorInterval

public com.google.protobuf.Duration getMonitorInterval()

 Required. The model monitoring job scheduling interval. It will be rounded
 up to next full hour. This defines how often the monitoring jobs are
 triggered.
 

.google.protobuf.Duration monitor_interval = 1 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getMonitorInterval in interface ModelDeploymentMonitoringScheduleConfigOrBuilder

Returns:

The monitorInterval.

getMonitorIntervalOrBuilder

public com.google.protobuf.DurationOrBuilder getMonitorIntervalOrBuilder()

 Required. The model monitoring job scheduling interval. It will be rounded
 up to next full hour. This defines how often the monitoring jobs are
 triggered.
 

.google.protobuf.Duration monitor_interval = 1 [(.google.api.field_behavior) = REQUIRED];

Specified by:

getMonitorIntervalOrBuilder in interface ModelDeploymentMonitoringScheduleConfigOrBuilder

hasMonitorWindow

public boolean hasMonitorWindow()

 The time window of the prediction data being included in each prediction
 dataset. This window specifies how long the data should be collected from
 historical model results for each run. If not set,
 [ModelDeploymentMonitoringScheduleConfig.monitor_interval][google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringScheduleConfig.monitor_interval]
 will be used. e.g. If currently the cutoff time is 2022-01-08 14:30:00 and
 the monitor_window is set to be 3600, then data from 2022-01-08 13:30:00 to
 2022-01-08 14:30:00 will be retrieved and aggregated to calculate the
 monitoring statistics.
 

.google.protobuf.Duration monitor_window = 2;

Specified by:

hasMonitorWindow in interface ModelDeploymentMonitoringScheduleConfigOrBuilder

Returns:

Whether the monitorWindow field is set.

getMonitorWindow

public com.google.protobuf.Duration getMonitorWindow()

 The time window of the prediction data being included in each prediction
 dataset. This window specifies how long the data should be collected from
 historical model results for each run. If not set,
 [ModelDeploymentMonitoringScheduleConfig.monitor_interval][google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringScheduleConfig.monitor_interval]
 will be used. e.g. If currently the cutoff time is 2022-01-08 14:30:00 and
 the monitor_window is set to be 3600, then data from 2022-01-08 13:30:00 to
 2022-01-08 14:30:00 will be retrieved and aggregated to calculate the
 monitoring statistics.
 

.google.protobuf.Duration monitor_window = 2;

Specified by:

getMonitorWindow in interface ModelDeploymentMonitoringScheduleConfigOrBuilder

Returns:

The monitorWindow.

getMonitorWindowOrBuilder

public com.google.protobuf.DurationOrBuilder getMonitorWindowOrBuilder()

 The time window of the prediction data being included in each prediction
 dataset. This window specifies how long the data should be collected from
 historical model results for each run. If not set,
 [ModelDeploymentMonitoringScheduleConfig.monitor_interval][google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringScheduleConfig.monitor_interval]
 will be used. e.g. If currently the cutoff time is 2022-01-08 14:30:00 and
 the monitor_window is set to be 3600, then data from 2022-01-08 13:30:00 to
 2022-01-08 14:30:00 will be retrieved and aggregated to calculate the
 monitoring statistics.
 

.google.protobuf.Duration monitor_window = 2;

Specified by:

getMonitorWindowOrBuilder in interface ModelDeploymentMonitoringScheduleConfigOrBuilder

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelDeploymentMonitoringScheduleConfig parseFrom(InputStream input)
                                                         throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelDeploymentMonitoringScheduleConfig parseDelimitedFrom(InputStream input)
                                                                  throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelDeploymentMonitoringScheduleConfig.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelDeploymentMonitoringScheduleConfig.Builder newBuilder()

newBuilder

public static ModelDeploymentMonitoringScheduleConfig.Builder newBuilder(ModelDeploymentMonitoringScheduleConfig prototype)

toBuilder

public ModelDeploymentMonitoringScheduleConfig.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelDeploymentMonitoringScheduleConfig getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder