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public final class ModelDeploymentMonitoringScheduleConfig extends GeneratedMessageV3 implements ModelDeploymentMonitoringScheduleConfigOrBuilderThe config for scheduling monitoring job.
Protobuf type google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringScheduleConfig
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelDeploymentMonitoringScheduleConfigStatic Fields
MONITOR_INTERVAL_FIELD_NUMBER
public static final int MONITOR_INTERVAL_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
MONITOR_WINDOW_FIELD_NUMBER
public static final int MONITOR_WINDOW_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
Static Methods
getDefaultInstance()
public static ModelDeploymentMonitoringScheduleConfig getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
newBuilder()
public static ModelDeploymentMonitoringScheduleConfig.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig.Builder |
|
newBuilder(ModelDeploymentMonitoringScheduleConfig prototype)
public static ModelDeploymentMonitoringScheduleConfig.Builder newBuilder(ModelDeploymentMonitoringScheduleConfig prototype)| Parameter | |
|---|---|
| Name | Description |
prototype |
ModelDeploymentMonitoringScheduleConfig |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig.Builder |
|
parseDelimitedFrom(InputStream input)
public static ModelDeploymentMonitoringScheduleConfig parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelDeploymentMonitoringScheduleConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(byte[] data)
public static ModelDeploymentMonitoringScheduleConfig parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data |
byte[] |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelDeploymentMonitoringScheduleConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data)
public static ModelDeploymentMonitoringScheduleConfig parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteString |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelDeploymentMonitoringScheduleConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(CodedInputStream input)
public static ModelDeploymentMonitoringScheduleConfig parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelDeploymentMonitoringScheduleConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input)
public static ModelDeploymentMonitoringScheduleConfig parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelDeploymentMonitoringScheduleConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(ByteBuffer data)
public static ModelDeploymentMonitoringScheduleConfig parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ModelDeploymentMonitoringScheduleConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parser()
public static Parser<ModelDeploymentMonitoringScheduleConfig> parser()| Returns | |
|---|---|
| Type | Description |
Parser<ModelDeploymentMonitoringScheduleConfig> |
|
Methods
equals(Object obj)
public boolean equals(Object obj)| Parameter | |
|---|---|
| Name | Description |
obj |
Object |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
getDefaultInstanceForType()
public ModelDeploymentMonitoringScheduleConfig getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig |
|
getMonitorInterval()
public 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];
| Returns | |
|---|---|
| Type | Description |
Duration |
The monitorInterval. |
getMonitorIntervalOrBuilder()
public 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];
| Returns | |
|---|---|
| Type | Description |
DurationOrBuilder |
|
getMonitorWindow()
public 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 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;
| Returns | |
|---|---|
| Type | Description |
Duration |
The monitorWindow. |
getMonitorWindowOrBuilder()
public 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 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;
| Returns | |
|---|---|
| Type | Description |
DurationOrBuilder |
|
getParserForType()
public Parser<ModelDeploymentMonitoringScheduleConfig> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<ModelDeploymentMonitoringScheduleConfig> |
|
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int |
|
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];
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the monitorInterval field is set. |
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 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;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the monitorWindow field is set. |
hashCode()
public int hashCode()| Returns | |
|---|---|
| Type | Description |
int |
|
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
newBuilderForType()
public ModelDeploymentMonitoringScheduleConfig.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig.Builder |
|
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ModelDeploymentMonitoringScheduleConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent |
BuilderParent |
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig.Builder |
|
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused |
UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object |
|
toBuilder()
public ModelDeploymentMonitoringScheduleConfig.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringScheduleConfig.Builder |
|
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output |
CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|