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public static final class ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue extends GeneratedMessageV3 implements ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValueOrBuilder
Summary statistics for a population of values.
Protobuf type
google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValueStatic Fields
DISTRIBUTION_DEVIATION_FIELD_NUMBER
public static final int DISTRIBUTION_DEVIATION_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
DISTRIBUTION_FIELD_NUMBER
public static final int DISTRIBUTION_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue getDefaultInstance()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder newBuilder()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder |
newBuilder(ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue prototype)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder newBuilder(ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue prototype)
Parameter | |
---|---|
Name | Description |
prototype |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder |
parseDelimitedFrom(InputStream input)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data |
byte[] |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data |
ByteString |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input |
CodedInputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input |
InputStream |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data |
ByteBuffer |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue> parser()
Returns | |
---|---|
Type | Description |
Parser<DistributionDataValue> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj |
Object |
Returns | |
---|---|
Type | Description |
boolean |
getDefaultInstanceForType()
public ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue |
getDistribution()
public Value getDistribution()
tensorflow.metadata.v0.DatasetFeatureStatistics format.
.google.protobuf.Value distribution = 1;
Returns | |
---|---|
Type | Description |
Value |
The distribution. |
getDistributionDeviation()
public double getDistributionDeviation()
Distribution distance deviation from the current dataset's statistics to baseline dataset's statistics.
- For categorical feature, the distribution distance is calculated by L-inifinity norm or Jensen–Shannon divergence.
- For numerical feature, the distribution distance is calculated by Jensen–Shannon divergence.
double distribution_deviation = 2;
Returns | |
---|---|
Type | Description |
double |
The distributionDeviation. |
getDistributionOrBuilder()
public ValueOrBuilder getDistributionOrBuilder()
tensorflow.metadata.v0.DatasetFeatureStatistics format.
.google.protobuf.Value distribution = 1;
Returns | |
---|---|
Type | Description |
ValueOrBuilder |
getParserForType()
public Parser<ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<DistributionDataValue> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
hasDistribution()
public boolean hasDistribution()
tensorflow.metadata.v0.DatasetFeatureStatistics format.
.google.protobuf.Value distribution = 1;
Returns | |
---|---|
Type | Description |
boolean |
Whether the distribution 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.TypedValue.DistributionDataValue.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent |
BuilderParent |
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused |
UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder toBuilder()
Returns | |
---|---|
Type | Description |
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output |
CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |