Class FeatureStatsAndAnomaly (3.77.0)
Version 3.77.0keyboard_arrow_down
public final class FeatureStatsAndAnomaly extends GeneratedMessageV3 implements FeatureStatsAndAnomalyOrBuilder
Stats and Anomaly generated by FeatureMonitorJobs. Anomaly only includes
Drift.
Protobuf type google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
public static final int DISTRIBUTION_DEVIATION_FIELD_NUMBER
Field Value
Type Description
int
public static final int DRIFT_DETECTED_FIELD_NUMBER
Field Value
Type Description
int
public static final int DRIFT_DETECTION_THRESHOLD_FIELD_NUMBER
Field Value
Type Description
int
public static final int FEATURE_ID_FIELD_NUMBER
Field Value
Type Description
int
public static final int FEATURE_MONITOR_ID_FIELD_NUMBER
Field Value
Type Description
int
public static final int FEATURE_MONITOR_JOB_ID_FIELD_NUMBER
Field Value
Type Description
int
public static final int FEATURE_STATS_FIELD_NUMBER
Field Value
Type Description
int
public static final int STATS_TIME_FIELD_NUMBER
Field Value
Type Description
int
Static Methods
public static FeatureStatsAndAnomaly getDefaultInstance ()
public static final Descriptors . Descriptor getDescriptor ()
public static FeatureStatsAndAnomaly . Builder newBuilder ()
public static FeatureStatsAndAnomaly . Builder newBuilder ( FeatureStatsAndAnomaly prototype )
public static FeatureStatsAndAnomaly parseDelimitedFrom ( InputStream input )
public static FeatureStatsAndAnomaly parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static FeatureStatsAndAnomaly parseFrom ( byte [] data )
Parameter
Name Description
databyte []
public static FeatureStatsAndAnomaly parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
public static FeatureStatsAndAnomaly parseFrom ( ByteString data )
public static FeatureStatsAndAnomaly parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
public static FeatureStatsAndAnomaly parseFrom ( CodedInputStream input )
public static FeatureStatsAndAnomaly parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
public static FeatureStatsAndAnomaly parseFrom ( InputStream input )
public static FeatureStatsAndAnomaly parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static FeatureStatsAndAnomaly parseFrom ( ByteBuffer data )
public static FeatureStatsAndAnomaly parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
public static Parser<FeatureStatsAndAnomaly> parser ()
Methods
public boolean equals ( Object obj )
Parameter
Name Description
objObject
Overrides
public FeatureStatsAndAnomaly getDefaultInstanceForType ()
public double getDistributionDeviation ()
Deviation from the current stats to baseline stats.
For categorical feature, the distribution distance is calculated by
L-inifinity norm.
For numerical feature, the distribution distance is calculated by
Jensen–Shannon divergence.
double distribution_deviation = 3;
Returns
Type Description
double The distributionDeviation.
public boolean getDriftDetected ()
If set to true, indicates current stats is detected as and comparing
with baseline stats.
bool drift_detected = 5;
Returns
Type Description
boolean The driftDetected.
public double getDriftDetectionThreshold ()
This is the threshold used when detecting drifts, which is set in
FeatureMonitor.FeatureSelectionConfig.FeatureConfig.drift_threshold
double drift_detection_threshold = 4;
Returns
Type Description
double The driftDetectionThreshold.
public String getFeatureId ()
Feature Id.
string feature_id = 1;
Returns
Type Description
String The featureId.
public ByteString getFeatureIdBytes ()
Feature Id.
string feature_id = 1;
Returns
Type Description
ByteString The bytes for featureId.
public String getFeatureMonitorId ()
The ID of the FeatureMonitor that this FeatureStatsAndAnomaly generated
according to.
string feature_monitor_id = 8;
Returns
Type Description
String The featureMonitorId.
public ByteString getFeatureMonitorIdBytes ()
The ID of the FeatureMonitor that this FeatureStatsAndAnomaly generated
according to.
string feature_monitor_id = 8;
Returns
Type Description
ByteString The bytes for featureMonitorId.
public long getFeatureMonitorJobId ()
The ID of the FeatureMonitorJob that generated this FeatureStatsAndAnomaly.
int64 feature_monitor_job_id = 7;
Returns
Type Description
long The featureMonitorJobId.
public Value getFeatureStats ()
Feature stats. e.g. histogram buckets.
In the format of tensorflow.metadata.v0.DatasetFeatureStatistics.
.google.protobuf.Value feature_stats = 2;
Returns
Type Description
Value The featureStats.
public ValueOrBuilder getFeatureStatsOrBuilder ()
Feature stats. e.g. histogram buckets.
In the format of tensorflow.metadata.v0.DatasetFeatureStatistics.
.google.protobuf.Value feature_stats = 2;
public Parser<FeatureStatsAndAnomaly> getParserForType ()
Overrides
public int getSerializedSize ()
Returns
Type Description
int
Overrides
public Timestamp getStatsTime ()
The timestamp we take snapshot for feature values to generate stats.
.google.protobuf.Timestamp stats_time = 6;
Returns
Type Description
Timestamp The statsTime.
public TimestampOrBuilder getStatsTimeOrBuilder ()
The timestamp we take snapshot for feature values to generate stats.
.google.protobuf.Timestamp stats_time = 6;
public boolean hasFeatureStats ()
Feature stats. e.g. histogram buckets.
In the format of tensorflow.metadata.v0.DatasetFeatureStatistics.
.google.protobuf.Value feature_stats = 2;
Returns
Type Description
boolean Whether the featureStats field is set.
public boolean hasStatsTime ()
The timestamp we take snapshot for feature values to generate stats.
.google.protobuf.Timestamp stats_time = 6;
Returns
Type Description
boolean Whether the statsTime field is set.
Returns
Type Description
int
Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
public final boolean isInitialized ()
Overrides
public FeatureStatsAndAnomaly . Builder newBuilderForType ()
protected FeatureStatsAndAnomaly . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Overrides
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Returns
Type Description
Object
Overrides
public FeatureStatsAndAnomaly . Builder toBuilder ()
public void writeTo ( CodedOutputStream output )
Overrides
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2025-10-29 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-10-29 UTC."],[],[]]
