Package com.google.cloud.aiplatform.v1beta1

Class ModelDeploymentMonitoringScheduleConfig

    • 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,
                                                                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

      • newBuilderForType

        public ModelDeploymentMonitoringScheduleConfig.Builder newBuilderForType()
        Specified by:
        newBuilderForType in interface com.google.protobuf.Message
        Specified by:
        newBuilderForType 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

      • 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