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public final class ModelMonitoringAlert extends GeneratedMessageV3 implements ModelMonitoringAlertOrBuilder
Represents a single monitoring alert. This is currently used in the SearchModelMonitoringAlerts api, thus the alert wrapped in this message belongs to the resource asked in the request.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringAlert
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringAlertImplements
ModelMonitoringAlertOrBuilderStatic Fields
ALERT_TIME_FIELD_NUMBER
public static final int ALERT_TIME_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
ANOMALY_FIELD_NUMBER
public static final int ANOMALY_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
OBJECTIVE_TYPE_FIELD_NUMBER
public static final int OBJECTIVE_TYPE_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
STATS_NAME_FIELD_NUMBER
public static final int STATS_NAME_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static ModelMonitoringAlert getDefaultInstance()
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static ModelMonitoringAlert.Builder newBuilder()
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert.Builder |
newBuilder(ModelMonitoringAlert prototype)
public static ModelMonitoringAlert.Builder newBuilder(ModelMonitoringAlert prototype)
Parameter | |
---|---|
Name | Description |
prototype |
ModelMonitoringAlert |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert.Builder |
parseDelimitedFrom(InputStream input)
public static ModelMonitoringAlert parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAlert parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static ModelMonitoringAlert parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data |
byte[] |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAlert parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static ModelMonitoringAlert parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data |
ByteString |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAlert parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static ModelMonitoringAlert parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input |
CodedInputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAlert parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static ModelMonitoringAlert parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAlert parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static ModelMonitoringAlert parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data |
ByteBuffer |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringAlert parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<ModelMonitoringAlert> parser()
Returns | |
---|---|
Type | Description |
Parser<ModelMonitoringAlert> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj |
Object |
Returns | |
---|---|
Type | Description |
boolean |
getAlertTime()
public Timestamp getAlertTime()
Alert creation time.
.google.protobuf.Timestamp alert_time = 3;
Returns | |
---|---|
Type | Description |
Timestamp |
The alertTime. |
getAlertTimeOrBuilder()
public TimestampOrBuilder getAlertTimeOrBuilder()
Alert creation time.
.google.protobuf.Timestamp alert_time = 3;
Returns | |
---|---|
Type | Description |
TimestampOrBuilder |
getAnomaly()
public ModelMonitoringAnomaly getAnomaly()
Anomaly details.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomaly |
The anomaly. |
getAnomalyOrBuilder()
public ModelMonitoringAnomalyOrBuilder getAnomalyOrBuilder()
Anomaly details.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
Returns | |
---|---|
Type | Description |
ModelMonitoringAnomalyOrBuilder |
getDefaultInstanceForType()
public ModelMonitoringAlert getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert |
getObjectiveType()
public String getObjectiveType()
One of the supported monitoring objectives:
raw-feature-drift
prediction-output-drift
feature-attribution
string objective_type = 2;
Returns | |
---|---|
Type | Description |
String |
The objectiveType. |
getObjectiveTypeBytes()
public ByteString getObjectiveTypeBytes()
One of the supported monitoring objectives:
raw-feature-drift
prediction-output-drift
feature-attribution
string objective_type = 2;
Returns | |
---|---|
Type | Description |
ByteString |
The bytes for objectiveType. |
getParserForType()
public Parser<ModelMonitoringAlert> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<ModelMonitoringAlert> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
getStatsName()
public String getStatsName()
The stats name.
string stats_name = 1;
Returns | |
---|---|
Type | Description |
String |
The statsName. |
getStatsNameBytes()
public ByteString getStatsNameBytes()
The stats name.
string stats_name = 1;
Returns | |
---|---|
Type | Description |
ByteString |
The bytes for statsName. |
hasAlertTime()
public boolean hasAlertTime()
Alert creation time.
.google.protobuf.Timestamp alert_time = 3;
Returns | |
---|---|
Type | Description |
boolean |
Whether the alertTime field is set. |
hasAnomaly()
public boolean hasAnomaly()
Anomaly details.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly anomaly = 4;
Returns | |
---|---|
Type | Description |
boolean |
Whether the anomaly 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 ModelMonitoringAlert.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ModelMonitoringAlert.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent |
BuilderParent |
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused |
UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public ModelMonitoringAlert.Builder toBuilder()
Returns | |
---|---|
Type | Description |
ModelMonitoringAlert.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output |
CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |