Class ModelMonitoringStatsDataPoint.Builder
java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderT>
com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsDataPoint.Builder>
com.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.Builder
- All Implemented Interfaces:
ModelMonitoringStatsDataPointOrBuilder,com.google.protobuf.Message.Builder,com.google.protobuf.MessageLite.Builder,com.google.protobuf.MessageLiteOrBuilder,com.google.protobuf.MessageOrBuilder,Cloneable
- Enclosing class:
- ModelMonitoringStatsDataPoint
public static final class ModelMonitoringStatsDataPoint.Builder
extends com.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsDataPoint.Builder>
implements ModelMonitoringStatsDataPointOrBuilder
Represents a single statistics data point.Protobuf type
google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint-
Method Summary
Modifier and TypeMethodDescriptionbuild()clear()Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.Statistics from baseline dataset.Statistics create time.Statistics from current dataset.Indicate if the statistics has anomaly.Model monitoring job resource name.Schedule resource name.Threshold value.Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.com.google.protobuf.ByteStringAlgorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.Statistics from baseline dataset.Statistics from baseline dataset.Statistics from baseline dataset.com.google.protobuf.TimestampStatistics create time.com.google.protobuf.Timestamp.BuilderStatistics create time.com.google.protobuf.TimestampOrBuilderStatistics create time.Statistics from current dataset.Statistics from current dataset.Statistics from current dataset.static final com.google.protobuf.Descriptors.Descriptorcom.google.protobuf.Descriptors.DescriptorbooleanIndicate if the statistics has anomaly.Model monitoring job resource name.com.google.protobuf.ByteStringModel monitoring job resource name.Schedule resource name.com.google.protobuf.ByteStringSchedule resource name.doubleThreshold value.booleanStatistics from baseline dataset.booleanStatistics create time.booleanStatistics from current dataset.protected com.google.protobuf.GeneratedMessage.FieldAccessorTablefinal booleanStatistics from baseline dataset.mergeCreateTime(com.google.protobuf.Timestamp value) Statistics create time.Statistics from current dataset.mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) mergeFrom(com.google.protobuf.Message other) setAlgorithm(String value) Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.setAlgorithmBytes(com.google.protobuf.ByteString value) Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.Statistics from baseline dataset.setBaselineStats(ModelMonitoringStatsDataPoint.TypedValue.Builder builderForValue) Statistics from baseline dataset.setCreateTime(com.google.protobuf.Timestamp value) Statistics create time.setCreateTime(com.google.protobuf.Timestamp.Builder builderForValue) Statistics create time.Statistics from current dataset.setCurrentStats(ModelMonitoringStatsDataPoint.TypedValue.Builder builderForValue) Statistics from current dataset.setHasAnomaly(boolean value) Indicate if the statistics has anomaly.setModelMonitoringJob(String value) Model monitoring job resource name.setModelMonitoringJobBytes(com.google.protobuf.ByteString value) Model monitoring job resource name.setSchedule(String value) Schedule resource name.setScheduleBytes(com.google.protobuf.ByteString value) Schedule resource name.setThresholdValue(double value) Threshold value.Methods inherited from class com.google.protobuf.GeneratedMessage.Builder
addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3Methods inherited from class com.google.protobuf.AbstractMessage.Builder
findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toStringMethods inherited from class com.google.protobuf.AbstractMessageLite.Builder
addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageExceptionMethods inherited from class java.lang.Object
equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, waitMethods inherited from interface com.google.protobuf.Message.Builder
mergeDelimitedFrom, mergeDelimitedFromMethods inherited from interface com.google.protobuf.MessageLite.Builder
mergeFromMethods inherited from interface com.google.protobuf.MessageOrBuilder
findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof
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Method Details
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getDescriptor
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor() -
internalGetFieldAccessorTable
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()- Specified by:
internalGetFieldAccessorTablein classcom.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsDataPoint.Builder>
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clear
- Specified by:
clearin interfacecom.google.protobuf.Message.Builder- Specified by:
clearin interfacecom.google.protobuf.MessageLite.Builder- Overrides:
clearin classcom.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsDataPoint.Builder>
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getDescriptorForType
public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()- Specified by:
getDescriptorForTypein interfacecom.google.protobuf.Message.Builder- Specified by:
getDescriptorForTypein interfacecom.google.protobuf.MessageOrBuilder- Overrides:
getDescriptorForTypein classcom.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsDataPoint.Builder>
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getDefaultInstanceForType
- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageLiteOrBuilder- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageOrBuilder
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build
- Specified by:
buildin interfacecom.google.protobuf.Message.Builder- Specified by:
buildin interfacecom.google.protobuf.MessageLite.Builder
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buildPartial
- Specified by:
buildPartialin interfacecom.google.protobuf.Message.Builder- Specified by:
buildPartialin interfacecom.google.protobuf.MessageLite.Builder
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mergeFrom
- Specified by:
mergeFromin interfacecom.google.protobuf.Message.Builder- Overrides:
mergeFromin classcom.google.protobuf.AbstractMessage.Builder<ModelMonitoringStatsDataPoint.Builder>
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mergeFrom
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isInitialized
public final boolean isInitialized()- Specified by:
isInitializedin interfacecom.google.protobuf.MessageLiteOrBuilder- Overrides:
isInitializedin classcom.google.protobuf.GeneratedMessage.Builder<ModelMonitoringStatsDataPoint.Builder>
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mergeFrom
public ModelMonitoringStatsDataPoint.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException - Specified by:
mergeFromin interfacecom.google.protobuf.Message.Builder- Specified by:
mergeFromin interfacecom.google.protobuf.MessageLite.Builder- Overrides:
mergeFromin classcom.google.protobuf.AbstractMessage.Builder<ModelMonitoringStatsDataPoint.Builder>- Throws:
IOException
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hasCurrentStats
public boolean hasCurrentStats()Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;- Specified by:
hasCurrentStatsin interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- Whether the currentStats field is set.
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getCurrentStats
Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;- Specified by:
getCurrentStatsin interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- The currentStats.
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setCurrentStats
public ModelMonitoringStatsDataPoint.Builder setCurrentStats(ModelMonitoringStatsDataPoint.TypedValue value) Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1; -
setCurrentStats
public ModelMonitoringStatsDataPoint.Builder setCurrentStats(ModelMonitoringStatsDataPoint.TypedValue.Builder builderForValue) Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1; -
mergeCurrentStats
public ModelMonitoringStatsDataPoint.Builder mergeCurrentStats(ModelMonitoringStatsDataPoint.TypedValue value) Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1; -
clearCurrentStats
Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1; -
getCurrentStatsBuilder
Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1; -
getCurrentStatsOrBuilder
Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;- Specified by:
getCurrentStatsOrBuilderin interfaceModelMonitoringStatsDataPointOrBuilder
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hasBaselineStats
public boolean hasBaselineStats()Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;- Specified by:
hasBaselineStatsin interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- Whether the baselineStats field is set.
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getBaselineStats
Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;- Specified by:
getBaselineStatsin interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- The baselineStats.
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setBaselineStats
public ModelMonitoringStatsDataPoint.Builder setBaselineStats(ModelMonitoringStatsDataPoint.TypedValue value) Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2; -
setBaselineStats
public ModelMonitoringStatsDataPoint.Builder setBaselineStats(ModelMonitoringStatsDataPoint.TypedValue.Builder builderForValue) Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2; -
mergeBaselineStats
public ModelMonitoringStatsDataPoint.Builder mergeBaselineStats(ModelMonitoringStatsDataPoint.TypedValue value) Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2; -
clearBaselineStats
Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2; -
getBaselineStatsBuilder
Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2; -
getBaselineStatsOrBuilder
Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;- Specified by:
getBaselineStatsOrBuilderin interfaceModelMonitoringStatsDataPointOrBuilder
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getThresholdValue
public double getThresholdValue()Threshold value.
double threshold_value = 3;- Specified by:
getThresholdValuein interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- The thresholdValue.
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setThresholdValue
Threshold value.
double threshold_value = 3;- Parameters:
value- The thresholdValue to set.- Returns:
- This builder for chaining.
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clearThresholdValue
Threshold value.
double threshold_value = 3;- Returns:
- This builder for chaining.
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getHasAnomaly
public boolean getHasAnomaly()Indicate if the statistics has anomaly.
bool has_anomaly = 4;- Specified by:
getHasAnomalyin interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- The hasAnomaly.
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setHasAnomaly
Indicate if the statistics has anomaly.
bool has_anomaly = 4;- Parameters:
value- The hasAnomaly to set.- Returns:
- This builder for chaining.
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clearHasAnomaly
Indicate if the statistics has anomaly.
bool has_anomaly = 4;- Returns:
- This builder for chaining.
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getModelMonitoringJob
Model monitoring job resource name.
string model_monitoring_job = 5;- Specified by:
getModelMonitoringJobin interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- The modelMonitoringJob.
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getModelMonitoringJobBytes
public com.google.protobuf.ByteString getModelMonitoringJobBytes()Model monitoring job resource name.
string model_monitoring_job = 5;- Specified by:
getModelMonitoringJobBytesin interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- The bytes for modelMonitoringJob.
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setModelMonitoringJob
Model monitoring job resource name.
string model_monitoring_job = 5;- Parameters:
value- The modelMonitoringJob to set.- Returns:
- This builder for chaining.
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clearModelMonitoringJob
Model monitoring job resource name.
string model_monitoring_job = 5;- Returns:
- This builder for chaining.
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setModelMonitoringJobBytes
public ModelMonitoringStatsDataPoint.Builder setModelMonitoringJobBytes(com.google.protobuf.ByteString value) Model monitoring job resource name.
string model_monitoring_job = 5;- Parameters:
value- The bytes for modelMonitoringJob to set.- Returns:
- This builder for chaining.
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getSchedule
Schedule resource name.
string schedule = 6;- Specified by:
getSchedulein interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- The schedule.
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getScheduleBytes
public com.google.protobuf.ByteString getScheduleBytes()Schedule resource name.
string schedule = 6;- Specified by:
getScheduleBytesin interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- The bytes for schedule.
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setSchedule
Schedule resource name.
string schedule = 6;- Parameters:
value- The schedule to set.- Returns:
- This builder for chaining.
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clearSchedule
Schedule resource name.
string schedule = 6;- Returns:
- This builder for chaining.
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setScheduleBytes
Schedule resource name.
string schedule = 6;- Parameters:
value- The bytes for schedule to set.- Returns:
- This builder for chaining.
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hasCreateTime
public boolean hasCreateTime()Statistics create time.
.google.protobuf.Timestamp create_time = 7;- Specified by:
hasCreateTimein interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- Whether the createTime field is set.
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getCreateTime
public com.google.protobuf.Timestamp getCreateTime()Statistics create time.
.google.protobuf.Timestamp create_time = 7;- Specified by:
getCreateTimein interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- The createTime.
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setCreateTime
Statistics create time.
.google.protobuf.Timestamp create_time = 7; -
setCreateTime
public ModelMonitoringStatsDataPoint.Builder setCreateTime(com.google.protobuf.Timestamp.Builder builderForValue) Statistics create time.
.google.protobuf.Timestamp create_time = 7; -
mergeCreateTime
Statistics create time.
.google.protobuf.Timestamp create_time = 7; -
clearCreateTime
Statistics create time.
.google.protobuf.Timestamp create_time = 7; -
getCreateTimeBuilder
public com.google.protobuf.Timestamp.Builder getCreateTimeBuilder()Statistics create time.
.google.protobuf.Timestamp create_time = 7; -
getCreateTimeOrBuilder
public com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()Statistics create time.
.google.protobuf.Timestamp create_time = 7;- Specified by:
getCreateTimeOrBuilderin interfaceModelMonitoringStatsDataPointOrBuilder
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getAlgorithm
Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 8;- Specified by:
getAlgorithmin interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- The algorithm.
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getAlgorithmBytes
public com.google.protobuf.ByteString getAlgorithmBytes()Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 8;- Specified by:
getAlgorithmBytesin interfaceModelMonitoringStatsDataPointOrBuilder- Returns:
- The bytes for algorithm.
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setAlgorithm
Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 8;- Parameters:
value- The algorithm to set.- Returns:
- This builder for chaining.
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clearAlgorithm
Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 8;- Returns:
- This builder for chaining.
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setAlgorithmBytes
public ModelMonitoringStatsDataPoint.Builder setAlgorithmBytes(com.google.protobuf.ByteString value) Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 8;- Parameters:
value- The bytes for algorithm to set.- Returns:
- This builder for chaining.
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