com.google.cloud.aiplatform.v1

Class EvaluatedAnnotation

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.EvaluatedAnnotation

All Implemented Interfaces:

EvaluatedAnnotationOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class EvaluatedAnnotation
extends com.google.protobuf.GeneratedMessageV3
implements EvaluatedAnnotationOrBuilder

 True positive, false positive, or false negative.

 EvaluatedAnnotation is only available under ModelEvaluationSlice with slice
 of `annotationSpec` dimension.
 

Protobuf type google.cloud.aiplatform.v1.EvaluatedAnnotation

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	EvaluatedAnnotation.Builder True positive, false positive, or false negative.
static class	EvaluatedAnnotation.EvaluatedAnnotationType Describes the type of the EvaluatedAnnotation.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	DATA_ITEM_PAYLOAD_FIELD_NUMBER
static int	ERROR_ANALYSIS_ANNOTATIONS_FIELD_NUMBER
static int	EVALUATED_DATA_ITEM_VIEW_ID_FIELD_NUMBER
static int	EXPLANATIONS_FIELD_NUMBER
static int	GROUND_TRUTHS_FIELD_NUMBER
static int	PREDICTIONS_FIELD_NUMBER
static int	TYPE_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
com.google.protobuf.Value	getDataItemPayload() Output only.
com.google.protobuf.ValueOrBuilder	getDataItemPayloadOrBuilder() Output only.
static EvaluatedAnnotation	getDefaultInstance()
EvaluatedAnnotation	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
ErrorAnalysisAnnotation	getErrorAnalysisAnnotations(int index) Annotations of model error analysis results.
int	getErrorAnalysisAnnotationsCount() Annotations of model error analysis results.
List<ErrorAnalysisAnnotation>	getErrorAnalysisAnnotationsList() Annotations of model error analysis results.
ErrorAnalysisAnnotationOrBuilder	getErrorAnalysisAnnotationsOrBuilder(int index) Annotations of model error analysis results.
List<? extends ErrorAnalysisAnnotationOrBuilder>	getErrorAnalysisAnnotationsOrBuilderList() Annotations of model error analysis results.
String	getEvaluatedDataItemViewId() Output only.
com.google.protobuf.ByteString	getEvaluatedDataItemViewIdBytes() Output only.
EvaluatedAnnotationExplanation	getExplanations(int index) Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].
int	getExplanationsCount() Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].
List<EvaluatedAnnotationExplanation>	getExplanationsList() Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].
EvaluatedAnnotationExplanationOrBuilder	getExplanationsOrBuilder(int index) Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].
List<? extends EvaluatedAnnotationExplanationOrBuilder>	getExplanationsOrBuilderList() Explanations of [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].
com.google.protobuf.Value	getGroundTruths(int index) Output only.
int	getGroundTruthsCount() Output only.
List<com.google.protobuf.Value>	getGroundTruthsList() Output only.
com.google.protobuf.ValueOrBuilder	getGroundTruthsOrBuilder(int index) Output only.
List<? extends com.google.protobuf.ValueOrBuilder>	getGroundTruthsOrBuilderList() Output only.
com.google.protobuf.Parser<EvaluatedAnnotation>	getParserForType()
com.google.protobuf.Value	getPredictions(int index) Output only.
int	getPredictionsCount() Output only.
List<com.google.protobuf.Value>	getPredictionsList() Output only.
com.google.protobuf.ValueOrBuilder	getPredictionsOrBuilder(int index) Output only.
List<? extends com.google.protobuf.ValueOrBuilder>	getPredictionsOrBuilderList() Output only.
int	getSerializedSize()
EvaluatedAnnotation.EvaluatedAnnotationType	getType() Output only.
int	getTypeValue() Output only.
boolean	hasDataItemPayload() Output only.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static EvaluatedAnnotation.Builder	newBuilder()
static EvaluatedAnnotation.Builder	newBuilder(EvaluatedAnnotation prototype)
EvaluatedAnnotation.Builder	newBuilderForType()
protected EvaluatedAnnotation.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static EvaluatedAnnotation	parseDelimitedFrom(InputStream input)
static EvaluatedAnnotation	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static EvaluatedAnnotation	parseFrom(byte[] data)
static EvaluatedAnnotation	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static EvaluatedAnnotation	parseFrom(ByteBuffer data)
static EvaluatedAnnotation	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static EvaluatedAnnotation	parseFrom(com.google.protobuf.ByteString data)
static EvaluatedAnnotation	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static EvaluatedAnnotation	parseFrom(com.google.protobuf.CodedInputStream input)
static EvaluatedAnnotation	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static EvaluatedAnnotation	parseFrom(InputStream input)
static EvaluatedAnnotation	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<EvaluatedAnnotation>	parser()
EvaluatedAnnotation.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

TYPE_FIELD_NUMBER

public static final int TYPE_FIELD_NUMBER

See Also:

Constant Field Values

PREDICTIONS_FIELD_NUMBER

public static final int PREDICTIONS_FIELD_NUMBER

See Also:

Constant Field Values

GROUND_TRUTHS_FIELD_NUMBER

public static final int GROUND_TRUTHS_FIELD_NUMBER

See Also:

Constant Field Values

DATA_ITEM_PAYLOAD_FIELD_NUMBER

public static final int DATA_ITEM_PAYLOAD_FIELD_NUMBER

See Also:

Constant Field Values

EVALUATED_DATA_ITEM_VIEW_ID_FIELD_NUMBER

public static final int EVALUATED_DATA_ITEM_VIEW_ID_FIELD_NUMBER

See Also:

Constant Field Values

EXPLANATIONS_FIELD_NUMBER

public static final int EXPLANATIONS_FIELD_NUMBER

See Also:

Constant Field Values

ERROR_ANALYSIS_ANNOTATIONS_FIELD_NUMBER

public static final int ERROR_ANALYSIS_ANNOTATIONS_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getTypeValue

public int getTypeValue()

 Output only. Type of the EvaluatedAnnotation.
 

.google.cloud.aiplatform.v1.EvaluatedAnnotation.EvaluatedAnnotationType type = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getTypeValue in interface EvaluatedAnnotationOrBuilder

Returns:

The enum numeric value on the wire for type.

getType

public EvaluatedAnnotation.EvaluatedAnnotationType getType()

 Output only. Type of the EvaluatedAnnotation.
 

.google.cloud.aiplatform.v1.EvaluatedAnnotation.EvaluatedAnnotationType type = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getType in interface EvaluatedAnnotationOrBuilder

Returns:

The type.

getPredictionsList

public List<com.google.protobuf.Value> getPredictionsList()

 Output only. The model predicted annotations.

 For true positive, there is one and only one prediction, which matches the
 only one ground truth annotation in
 [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths].

 For false positive, there is one and only one prediction, which doesn't
 match any ground truth annotation of the corresponding
 [data_item_view_id][EvaluatedAnnotation.data_item_view_id].

 For false negative, there are zero or more predictions which are similar to
 the only ground truth annotation in
 [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths]
 but not enough for a match.

 The schema of the prediction is stored in
 [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
 

repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getPredictionsList in interface EvaluatedAnnotationOrBuilder

getPredictionsOrBuilderList

public List<? extends com.google.protobuf.ValueOrBuilder> getPredictionsOrBuilderList()

 Output only. The model predicted annotations.

 For true positive, there is one and only one prediction, which matches the
 only one ground truth annotation in
 [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths].

 For false positive, there is one and only one prediction, which doesn't
 match any ground truth annotation of the corresponding
 [data_item_view_id][EvaluatedAnnotation.data_item_view_id].

 For false negative, there are zero or more predictions which are similar to
 the only ground truth annotation in
 [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths]
 but not enough for a match.

 The schema of the prediction is stored in
 [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
 

repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getPredictionsOrBuilderList in interface EvaluatedAnnotationOrBuilder

getPredictionsCount

public int getPredictionsCount()

 Output only. The model predicted annotations.

 For true positive, there is one and only one prediction, which matches the
 only one ground truth annotation in
 [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths].

 For false positive, there is one and only one prediction, which doesn't
 match any ground truth annotation of the corresponding
 [data_item_view_id][EvaluatedAnnotation.data_item_view_id].

 For false negative, there are zero or more predictions which are similar to
 the only ground truth annotation in
 [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths]
 but not enough for a match.

 The schema of the prediction is stored in
 [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
 

repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getPredictionsCount in interface EvaluatedAnnotationOrBuilder

getPredictions

public com.google.protobuf.Value getPredictions(int index)

 Output only. The model predicted annotations.

 For true positive, there is one and only one prediction, which matches the
 only one ground truth annotation in
 [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths].

 For false positive, there is one and only one prediction, which doesn't
 match any ground truth annotation of the corresponding
 [data_item_view_id][EvaluatedAnnotation.data_item_view_id].

 For false negative, there are zero or more predictions which are similar to
 the only ground truth annotation in
 [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths]
 but not enough for a match.

 The schema of the prediction is stored in
 [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
 

repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getPredictions in interface EvaluatedAnnotationOrBuilder

getPredictionsOrBuilder

public com.google.protobuf.ValueOrBuilder getPredictionsOrBuilder(int index)

 Output only. The model predicted annotations.

 For true positive, there is one and only one prediction, which matches the
 only one ground truth annotation in
 [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths].

 For false positive, there is one and only one prediction, which doesn't
 match any ground truth annotation of the corresponding
 [data_item_view_id][EvaluatedAnnotation.data_item_view_id].

 For false negative, there are zero or more predictions which are similar to
 the only ground truth annotation in
 [ground_truths][google.cloud.aiplatform.v1.EvaluatedAnnotation.ground_truths]
 but not enough for a match.

 The schema of the prediction is stored in
 [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
 

repeated .google.protobuf.Value predictions = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getPredictionsOrBuilder in interface EvaluatedAnnotationOrBuilder

getGroundTruthsList

public List<com.google.protobuf.Value> getGroundTruthsList()

 Output only. The ground truth Annotations, i.e. the Annotations that exist
 in the test data the Model is evaluated on.

 For true positive, there is one and only one ground truth annotation, which
 matches the only prediction in
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].

 For false positive, there are zero or more ground truth annotations that
 are similar to the only prediction in
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions],
 but not enough for a match.

 For false negative, there is one and only one ground truth annotation,
 which doesn't match any predictions created by the model.

 The schema of the ground truth is stored in
 [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
 

repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getGroundTruthsList in interface EvaluatedAnnotationOrBuilder

getGroundTruthsOrBuilderList

public List<? extends com.google.protobuf.ValueOrBuilder> getGroundTruthsOrBuilderList()

 Output only. The ground truth Annotations, i.e. the Annotations that exist
 in the test data the Model is evaluated on.

 For true positive, there is one and only one ground truth annotation, which
 matches the only prediction in
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].

 For false positive, there are zero or more ground truth annotations that
 are similar to the only prediction in
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions],
 but not enough for a match.

 For false negative, there is one and only one ground truth annotation,
 which doesn't match any predictions created by the model.

 The schema of the ground truth is stored in
 [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
 

repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getGroundTruthsOrBuilderList in interface EvaluatedAnnotationOrBuilder

getGroundTruthsCount

public int getGroundTruthsCount()

 Output only. The ground truth Annotations, i.e. the Annotations that exist
 in the test data the Model is evaluated on.

 For true positive, there is one and only one ground truth annotation, which
 matches the only prediction in
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].

 For false positive, there are zero or more ground truth annotations that
 are similar to the only prediction in
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions],
 but not enough for a match.

 For false negative, there is one and only one ground truth annotation,
 which doesn't match any predictions created by the model.

 The schema of the ground truth is stored in
 [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
 

repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getGroundTruthsCount in interface EvaluatedAnnotationOrBuilder

getGroundTruths

public com.google.protobuf.Value getGroundTruths(int index)

 Output only. The ground truth Annotations, i.e. the Annotations that exist
 in the test data the Model is evaluated on.

 For true positive, there is one and only one ground truth annotation, which
 matches the only prediction in
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].

 For false positive, there are zero or more ground truth annotations that
 are similar to the only prediction in
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions],
 but not enough for a match.

 For false negative, there is one and only one ground truth annotation,
 which doesn't match any predictions created by the model.

 The schema of the ground truth is stored in
 [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
 

repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getGroundTruths in interface EvaluatedAnnotationOrBuilder

getGroundTruthsOrBuilder

public com.google.protobuf.ValueOrBuilder getGroundTruthsOrBuilder(int index)

 Output only. The ground truth Annotations, i.e. the Annotations that exist
 in the test data the Model is evaluated on.

 For true positive, there is one and only one ground truth annotation, which
 matches the only prediction in
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].

 For false positive, there are zero or more ground truth annotations that
 are similar to the only prediction in
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions],
 but not enough for a match.

 For false negative, there is one and only one ground truth annotation,
 which doesn't match any predictions created by the model.

 The schema of the ground truth is stored in
 [ModelEvaluation.annotation_schema_uri][google.cloud.aiplatform.v1.ModelEvaluation.annotation_schema_uri]
 

repeated .google.protobuf.Value ground_truths = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getGroundTruthsOrBuilder in interface EvaluatedAnnotationOrBuilder

hasDataItemPayload

public boolean hasDataItemPayload()

 Output only. The data item payload that the Model predicted this
 EvaluatedAnnotation on.
 

.google.protobuf.Value data_item_payload = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

hasDataItemPayload in interface EvaluatedAnnotationOrBuilder

Returns:

Whether the dataItemPayload field is set.

getDataItemPayload

public com.google.protobuf.Value getDataItemPayload()

 Output only. The data item payload that the Model predicted this
 EvaluatedAnnotation on.
 

.google.protobuf.Value data_item_payload = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getDataItemPayload in interface EvaluatedAnnotationOrBuilder

Returns:

The dataItemPayload.

getDataItemPayloadOrBuilder

public com.google.protobuf.ValueOrBuilder getDataItemPayloadOrBuilder()

 Output only. The data item payload that the Model predicted this
 EvaluatedAnnotation on.
 

.google.protobuf.Value data_item_payload = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getDataItemPayloadOrBuilder in interface EvaluatedAnnotationOrBuilder

getEvaluatedDataItemViewId

public String getEvaluatedDataItemViewId()

 Output only. ID of the EvaluatedDataItemView under the same ancestor
 ModelEvaluation. The EvaluatedDataItemView consists of all ground truths
 and predictions on
 [data_item_payload][google.cloud.aiplatform.v1.EvaluatedAnnotation.data_item_payload].
 

string evaluated_data_item_view_id = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getEvaluatedDataItemViewId in interface EvaluatedAnnotationOrBuilder

Returns:

The evaluatedDataItemViewId.

getEvaluatedDataItemViewIdBytes

public com.google.protobuf.ByteString getEvaluatedDataItemViewIdBytes()

 Output only. ID of the EvaluatedDataItemView under the same ancestor
 ModelEvaluation. The EvaluatedDataItemView consists of all ground truths
 and predictions on
 [data_item_payload][google.cloud.aiplatform.v1.EvaluatedAnnotation.data_item_payload].
 

string evaluated_data_item_view_id = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getEvaluatedDataItemViewIdBytes in interface EvaluatedAnnotationOrBuilder

Returns:

The bytes for evaluatedDataItemViewId.

getExplanationsList

public List<EvaluatedAnnotationExplanation> getExplanationsList()

 Explanations of
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].
 Each element of the explanations indicates the explanation for one
 explanation Method.

 The attributions list in the
 [EvaluatedAnnotationExplanation.explanation][google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation]
 object corresponds to the
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]
 list. For example, the second element in the attributions list explains the
 second element in the predictions list.
 

repeated .google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation explanations = 8;

Specified by:

getExplanationsList in interface EvaluatedAnnotationOrBuilder

getExplanationsOrBuilderList

public List<? extends EvaluatedAnnotationExplanationOrBuilder> getExplanationsOrBuilderList()

 Explanations of
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].
 Each element of the explanations indicates the explanation for one
 explanation Method.

 The attributions list in the
 [EvaluatedAnnotationExplanation.explanation][google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation]
 object corresponds to the
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]
 list. For example, the second element in the attributions list explains the
 second element in the predictions list.
 

repeated .google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation explanations = 8;

Specified by:

getExplanationsOrBuilderList in interface EvaluatedAnnotationOrBuilder

getExplanationsCount

public int getExplanationsCount()

 Explanations of
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].
 Each element of the explanations indicates the explanation for one
 explanation Method.

 The attributions list in the
 [EvaluatedAnnotationExplanation.explanation][google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation]
 object corresponds to the
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]
 list. For example, the second element in the attributions list explains the
 second element in the predictions list.
 

repeated .google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation explanations = 8;

Specified by:

getExplanationsCount in interface EvaluatedAnnotationOrBuilder

getExplanations

public EvaluatedAnnotationExplanation getExplanations(int index)

 Explanations of
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].
 Each element of the explanations indicates the explanation for one
 explanation Method.

 The attributions list in the
 [EvaluatedAnnotationExplanation.explanation][google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation]
 object corresponds to the
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]
 list. For example, the second element in the attributions list explains the
 second element in the predictions list.
 

repeated .google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation explanations = 8;

Specified by:

getExplanations in interface EvaluatedAnnotationOrBuilder

getExplanationsOrBuilder

public EvaluatedAnnotationExplanationOrBuilder getExplanationsOrBuilder(int index)

 Explanations of
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions].
 Each element of the explanations indicates the explanation for one
 explanation Method.

 The attributions list in the
 [EvaluatedAnnotationExplanation.explanation][google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation.explanation]
 object corresponds to the
 [predictions][google.cloud.aiplatform.v1.EvaluatedAnnotation.predictions]
 list. For example, the second element in the attributions list explains the
 second element in the predictions list.
 

repeated .google.cloud.aiplatform.v1.EvaluatedAnnotationExplanation explanations = 8;

Specified by:

getExplanationsOrBuilder in interface EvaluatedAnnotationOrBuilder

getErrorAnalysisAnnotationsList

public List<ErrorAnalysisAnnotation> getErrorAnalysisAnnotationsList()

 Annotations of model error analysis results.
 

repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;

Specified by:

getErrorAnalysisAnnotationsList in interface EvaluatedAnnotationOrBuilder

getErrorAnalysisAnnotationsOrBuilderList

public List<? extends ErrorAnalysisAnnotationOrBuilder> getErrorAnalysisAnnotationsOrBuilderList()

 Annotations of model error analysis results.
 

repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;

Specified by:

getErrorAnalysisAnnotationsOrBuilderList in interface EvaluatedAnnotationOrBuilder

getErrorAnalysisAnnotationsCount

public int getErrorAnalysisAnnotationsCount()

 Annotations of model error analysis results.
 

repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;

Specified by:

getErrorAnalysisAnnotationsCount in interface EvaluatedAnnotationOrBuilder

getErrorAnalysisAnnotations

public ErrorAnalysisAnnotation getErrorAnalysisAnnotations(int index)

 Annotations of model error analysis results.
 

repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;

Specified by:

getErrorAnalysisAnnotations in interface EvaluatedAnnotationOrBuilder

getErrorAnalysisAnnotationsOrBuilder

public ErrorAnalysisAnnotationOrBuilder getErrorAnalysisAnnotationsOrBuilder(int index)

 Annotations of model error analysis results.
 

repeated .google.cloud.aiplatform.v1.ErrorAnalysisAnnotation error_analysis_annotations = 9;

Specified by:

getErrorAnalysisAnnotationsOrBuilder in interface EvaluatedAnnotationOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static EvaluatedAnnotation parseFrom(ByteBuffer data)
                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static EvaluatedAnnotation parseFrom(ByteBuffer data,
                                            com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static EvaluatedAnnotation parseFrom(com.google.protobuf.ByteString data)
                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static EvaluatedAnnotation parseFrom(com.google.protobuf.ByteString data,
                                            com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static EvaluatedAnnotation parseFrom(byte[] data)
                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static EvaluatedAnnotation parseFrom(byte[] data,
                                            com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                     throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static EvaluatedAnnotation parseFrom(InputStream input)
                                     throws IOException

Throws:

IOException

parseFrom

public static EvaluatedAnnotation parseFrom(InputStream input,
                                            com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                     throws IOException

Throws:

IOException

parseDelimitedFrom

public static EvaluatedAnnotation parseDelimitedFrom(InputStream input)
                                              throws IOException

Throws:

IOException

parseDelimitedFrom

public static EvaluatedAnnotation parseDelimitedFrom(InputStream input,
                                                     com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                              throws IOException

Throws:

IOException

parseFrom

public static EvaluatedAnnotation parseFrom(com.google.protobuf.CodedInputStream input)
                                     throws IOException

Throws:

IOException

parseFrom

public static EvaluatedAnnotation parseFrom(com.google.protobuf.CodedInputStream input,
                                            com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                     throws IOException

Throws:

IOException

newBuilderForType

public EvaluatedAnnotation.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static EvaluatedAnnotation.Builder newBuilder()

newBuilder

public static EvaluatedAnnotation.Builder newBuilder(EvaluatedAnnotation prototype)

toBuilder

public EvaluatedAnnotation.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected EvaluatedAnnotation.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static EvaluatedAnnotation getDefaultInstance()

parser

public static com.google.protobuf.Parser<EvaluatedAnnotation> parser()

getParserForType

public com.google.protobuf.Parser<EvaluatedAnnotation> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public EvaluatedAnnotation getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder