public static final class FeaturestoreMonitoringConfig.ThresholdConfig extends GeneratedMessage implements FeaturestoreMonitoringConfig.ThresholdConfigOrBuilderThe config for Featurestore Monitoring threshold.
Protobuf type
google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ThresholdConfig
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessage > FeaturestoreMonitoringConfig.ThresholdConfigStatic Fields
VALUE_FIELD_NUMBER
public static final int VALUE_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
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Static Methods
getDefaultInstance()
public static FeaturestoreMonitoringConfig.ThresholdConfig getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
newBuilder()
public static FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig.Builder |
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newBuilder(FeaturestoreMonitoringConfig.ThresholdConfig prototype)
public static FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilder(FeaturestoreMonitoringConfig.ThresholdConfig prototype)| Parameter | |
|---|---|
| Name | Description |
prototype |
FeaturestoreMonitoringConfig.ThresholdConfig |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig.Builder |
|
parseDelimitedFrom(InputStream input)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(byte[] data)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data |
byte[] |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteString |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(CodedInputStream input)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(ByteBuffer data)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parser()
public static Parser<FeaturestoreMonitoringConfig.ThresholdConfig> parser()| Returns | |
|---|---|
| Type | Description |
Parser<ThresholdConfig> |
|
Methods
equals(Object obj)
public boolean equals(Object obj)| Parameter | |
|---|---|
| Name | Description |
obj |
Object |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
getDefaultInstanceForType()
public FeaturestoreMonitoringConfig.ThresholdConfig getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig |
|
getParserForType()
public Parser<FeaturestoreMonitoringConfig.ThresholdConfig> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<ThresholdConfig> |
|
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int |
|
getThresholdCase()
public FeaturestoreMonitoringConfig.ThresholdConfig.ThresholdCase getThresholdCase()| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig.ThresholdCase |
|
getValue()
public double getValue()Specify a threshold value that can trigger the alert.
- For categorical feature, the distribution distance is calculated by L-inifinity norm.
- For numerical feature, the distribution distance is calculated by Jensen–Shannon divergence. Each feature must have a non-zero threshold if they need to be monitored. Otherwise no alert will be triggered for that feature.
double value = 1;
| Returns | |
|---|---|
| Type | Description |
double |
The value. |
hasValue()
public boolean hasValue()Specify a threshold value that can trigger the alert.
- For categorical feature, the distribution distance is calculated by L-inifinity norm.
- For numerical feature, the distribution distance is calculated by Jensen–Shannon divergence. Each feature must have a non-zero threshold if they need to be monitored. Otherwise no alert will be triggered for that feature.
double value = 1;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the value field is set. |
hashCode()
public int hashCode()| Returns | |
|---|---|
| Type | Description |
int |
|
internalGetFieldAccessorTable()
protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
newBuilderForType()
public FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig.Builder |
|
newBuilderForType(AbstractMessage.BuilderParent parent)
protected FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilderForType(AbstractMessage.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent |
BuilderParent |
| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig.Builder |
|
toBuilder()
public FeaturestoreMonitoringConfig.ThresholdConfig.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig.ThresholdConfig.Builder |
|
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output |
CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|