| Package | Description |
|---|---|
| com.google.cloud.aiplatform.v1beta1 |
| Modifier and Type | Method and Description |
|---|---|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.addAllObjectiveConfigs(Iterable<? extends ModelMonitoringObjectiveConfig> values)
Model monitoring objective config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.addObjectiveConfigs(int index,
ModelMonitoringObjectiveConfig.Builder builderForValue)
Model monitoring objective config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.addObjectiveConfigs(int index,
ModelMonitoringObjectiveConfig value)
Model monitoring objective config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.addObjectiveConfigs(ModelMonitoringObjectiveConfig.Builder builderForValue)
Model monitoring objective config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.addObjectiveConfigs(ModelMonitoringObjectiveConfig value)
Model monitoring objective config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
Object value) |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.clear() |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.clearAlertConfig()
Model monitoring alert config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.clearAnalysisInstanceSchemaUri()
YAML schema file uri in Cloud Storage describing the format of a single
instance that you want Tensorflow Data Validation (TFDV) to analyze.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.clearField(com.google.protobuf.Descriptors.FieldDescriptor field) |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.clearObjectiveConfigs()
Model monitoring objective config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof) |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.clearStatsAnomaliesBaseDirectory()
A Google Cloud Storage location for batch prediction model monitoring to
dump statistics and anomalies.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.clone() |
ModelMonitoringConfig.Builder |
BatchPredictionJob.Builder.getModelMonitoringConfigBuilder()
Model monitoring config will be used for analysis model behaviors, based on
the input and output to the batch prediction job, as well as the provided
training dataset.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.mergeAlertConfig(ModelMonitoringAlertConfig value)
Model monitoring alert config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.mergeFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.mergeFrom(com.google.protobuf.Message other) |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.mergeFrom(ModelMonitoringConfig other) |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.mergeStatsAnomaliesBaseDirectory(GcsDestination value)
A Google Cloud Storage location for batch prediction model monitoring to
dump statistics and anomalies.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields) |
static ModelMonitoringConfig.Builder |
ModelMonitoringConfig.newBuilder() |
static ModelMonitoringConfig.Builder |
ModelMonitoringConfig.newBuilder(ModelMonitoringConfig prototype) |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.newBuilderForType() |
protected ModelMonitoringConfig.Builder |
ModelMonitoringConfig.newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.removeObjectiveConfigs(int index)
Model monitoring objective config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.setAlertConfig(ModelMonitoringAlertConfig.Builder builderForValue)
Model monitoring alert config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.setAlertConfig(ModelMonitoringAlertConfig value)
Model monitoring alert config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.setAnalysisInstanceSchemaUri(String value)
YAML schema file uri in Cloud Storage describing the format of a single
instance that you want Tensorflow Data Validation (TFDV) to analyze.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.setAnalysisInstanceSchemaUriBytes(com.google.protobuf.ByteString value)
YAML schema file uri in Cloud Storage describing the format of a single
instance that you want Tensorflow Data Validation (TFDV) to analyze.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.setField(com.google.protobuf.Descriptors.FieldDescriptor field,
Object value) |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.setObjectiveConfigs(int index,
ModelMonitoringObjectiveConfig.Builder builderForValue)
Model monitoring objective config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.setObjectiveConfigs(int index,
ModelMonitoringObjectiveConfig value)
Model monitoring objective config.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
int index,
Object value) |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.setStatsAnomaliesBaseDirectory(GcsDestination.Builder builderForValue)
A Google Cloud Storage location for batch prediction model monitoring to
dump statistics and anomalies.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.setStatsAnomaliesBaseDirectory(GcsDestination value)
A Google Cloud Storage location for batch prediction model monitoring to
dump statistics and anomalies.
|
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.Builder.setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields) |
ModelMonitoringConfig.Builder |
ModelMonitoringConfig.toBuilder() |
| Modifier and Type | Method and Description |
|---|---|
BatchPredictionJob.Builder |
BatchPredictionJob.Builder.setModelMonitoringConfig(ModelMonitoringConfig.Builder builderForValue)
Model monitoring config will be used for analysis model behaviors, based on
the input and output to the batch prediction job, as well as the provided
training dataset.
|
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