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public final class ModelMonitoringStatsDataPoint extends GeneratedMessageV3 implements ModelMonitoringStatsDataPointOrBuilder
Represents a single statistics data point.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringStatsDataPointImplements
ModelMonitoringStatsDataPointOrBuilderStatic Fields
ALGORITHM_FIELD_NUMBER
public static final int ALGORITHM_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
BASELINE_STATS_FIELD_NUMBER
public static final int BASELINE_STATS_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
CREATE_TIME_FIELD_NUMBER
public static final int CREATE_TIME_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
CURRENT_STATS_FIELD_NUMBER
public static final int CURRENT_STATS_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
HAS_ANOMALY_FIELD_NUMBER
public static final int HAS_ANOMALY_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
MODEL_MONITORING_JOB_FIELD_NUMBER
public static final int MODEL_MONITORING_JOB_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
SCHEDULE_FIELD_NUMBER
public static final int SCHEDULE_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
THRESHOLD_VALUE_FIELD_NUMBER
public static final int THRESHOLD_VALUE_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static ModelMonitoringStatsDataPoint getDefaultInstance()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static ModelMonitoringStatsDataPoint.Builder newBuilder()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.Builder |
newBuilder(ModelMonitoringStatsDataPoint prototype)
public static ModelMonitoringStatsDataPoint.Builder newBuilder(ModelMonitoringStatsDataPoint prototype)
Parameter | |
---|---|
Name | Description |
prototype |
ModelMonitoringStatsDataPoint |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.Builder |
parseDelimitedFrom(InputStream input)
public static ModelMonitoringStatsDataPoint parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static ModelMonitoringStatsDataPoint parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data |
byte[] |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static ModelMonitoringStatsDataPoint parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data |
ByteString |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static ModelMonitoringStatsDataPoint parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input |
CodedInputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static ModelMonitoringStatsDataPoint parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static ModelMonitoringStatsDataPoint parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data |
ByteBuffer |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<ModelMonitoringStatsDataPoint> parser()
Returns | |
---|---|
Type | Description |
Parser<ModelMonitoringStatsDataPoint> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj |
Object |
Returns | |
---|---|
Type | Description |
boolean |
getAlgorithm()
public String getAlgorithm()
Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 8;
Returns | |
---|---|
Type | Description |
String |
The algorithm. |
getAlgorithmBytes()
public ByteString getAlgorithmBytes()
Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 8;
Returns | |
---|---|
Type | Description |
ByteString |
The bytes for algorithm. |
getBaselineStats()
public ModelMonitoringStatsDataPoint.TypedValue getBaselineStats()
Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue |
The baselineStats. |
getBaselineStatsOrBuilder()
public ModelMonitoringStatsDataPoint.TypedValueOrBuilder getBaselineStatsOrBuilder()
Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValueOrBuilder |
getCreateTime()
public Timestamp getCreateTime()
Statistics create time.
.google.protobuf.Timestamp create_time = 7;
Returns | |
---|---|
Type | Description |
Timestamp |
The createTime. |
getCreateTimeOrBuilder()
public TimestampOrBuilder getCreateTimeOrBuilder()
Statistics create time.
.google.protobuf.Timestamp create_time = 7;
Returns | |
---|---|
Type | Description |
TimestampOrBuilder |
getCurrentStats()
public ModelMonitoringStatsDataPoint.TypedValue getCurrentStats()
Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue |
The currentStats. |
getCurrentStatsOrBuilder()
public ModelMonitoringStatsDataPoint.TypedValueOrBuilder getCurrentStatsOrBuilder()
Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValueOrBuilder |
getDefaultInstanceForType()
public ModelMonitoringStatsDataPoint getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint |
getHasAnomaly()
public boolean getHasAnomaly()
Indicate if the statistics has anomaly.
bool has_anomaly = 4;
Returns | |
---|---|
Type | Description |
boolean |
The hasAnomaly. |
getModelMonitoringJob()
public String getModelMonitoringJob()
Model monitoring job resource name.
string model_monitoring_job = 5;
Returns | |
---|---|
Type | Description |
String |
The modelMonitoringJob. |
getModelMonitoringJobBytes()
public ByteString getModelMonitoringJobBytes()
Model monitoring job resource name.
string model_monitoring_job = 5;
Returns | |
---|---|
Type | Description |
ByteString |
The bytes for modelMonitoringJob. |
getParserForType()
public Parser<ModelMonitoringStatsDataPoint> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<ModelMonitoringStatsDataPoint> |
getSchedule()
public String getSchedule()
Schedule resource name.
string schedule = 6;
Returns | |
---|---|
Type | Description |
String |
The schedule. |
getScheduleBytes()
public ByteString getScheduleBytes()
Schedule resource name.
string schedule = 6;
Returns | |
---|---|
Type | Description |
ByteString |
The bytes for schedule. |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
getThresholdValue()
public double getThresholdValue()
Threshold value.
double threshold_value = 3;
Returns | |
---|---|
Type | Description |
double |
The thresholdValue. |
hasBaselineStats()
public boolean hasBaselineStats()
Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
Returns | |
---|---|
Type | Description |
boolean |
Whether the baselineStats field is set. |
hasCreateTime()
public boolean hasCreateTime()
Statistics create time.
.google.protobuf.Timestamp create_time = 7;
Returns | |
---|---|
Type | Description |
boolean |
Whether the createTime field is set. |
hasCurrentStats()
public boolean hasCurrentStats()
Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
Returns | |
---|---|
Type | Description |
boolean |
Whether the currentStats 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 ModelMonitoringStatsDataPoint.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ModelMonitoringStatsDataPoint.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent |
BuilderParent |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused |
UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public ModelMonitoringStatsDataPoint.Builder toBuilder()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output |
CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |