BatchPredictionJob (proto-google-cloud-aiplatform-v1 3.37.0 API)

java.lang.Object
- com.google.protobuf.AbstractMessageLite
- - com.google.protobuf.AbstractMessage
  - - com.google.protobuf.GeneratedMessageV3
    - - com.google.cloud.aiplatform.v1.BatchPredictionJob

All Implemented Interfaces:: BatchPredictionJobOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class BatchPredictionJob
extends com.google.protobuf.GeneratedMessageV3
implements BatchPredictionJobOrBuilder

 A job that uses a
 [Model][google.cloud.aiplatform.v1.BatchPredictionJob.model] to produce
 predictions on multiple [input
 instances][google.cloud.aiplatform.v1.BatchPredictionJob.input_config]. If
 predictions for significant portion of the instances fail, the job may finish
 without attempting predictions for all remaining instances.

Protobuf type google.cloud.aiplatform.v1.BatchPredictionJob

See Also:: Serialized Form

Nested Class Summary

Nested Classes
Modifier and Type	Class and Description
`static class`	`BatchPredictionJob.Builder` A job that uses a [Model][google.cloud.aiplatform.v1.BatchPredictionJob.model] to produce predictions on multiple [input instances][google.cloud.aiplatform.v1.BatchPredictionJob.input_config].
`static class`	`BatchPredictionJob.InputConfig` Configures the input to [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob].
`static interface`	`BatchPredictionJob.InputConfigOrBuilder`
`static class`	`BatchPredictionJob.InstanceConfig` Configuration defining how to transform batch prediction input instances to the instances that the Model accepts.
`static interface`	`BatchPredictionJob.InstanceConfigOrBuilder`
`static class`	`BatchPredictionJob.OutputConfig` Configures the output of [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob].
`static interface`	`BatchPredictionJob.OutputConfigOrBuilder`
`static class`	`BatchPredictionJob.OutputInfo` Further describes this job's output.
`static interface`	`BatchPredictionJob.OutputInfoOrBuilder`

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`	`COMPLETION_STATS_FIELD_NUMBER`
`static int`	`CREATE_TIME_FIELD_NUMBER`
`static int`	`DEDICATED_RESOURCES_FIELD_NUMBER`
`static int`	`DISABLE_CONTAINER_LOGGING_FIELD_NUMBER`
`static int`	`DISPLAY_NAME_FIELD_NUMBER`
`static int`	`ENCRYPTION_SPEC_FIELD_NUMBER`
`static int`	`END_TIME_FIELD_NUMBER`
`static int`	`ERROR_FIELD_NUMBER`
`static int`	`EXPLANATION_SPEC_FIELD_NUMBER`
`static int`	`GENERATE_EXPLANATION_FIELD_NUMBER`
`static int`	`INPUT_CONFIG_FIELD_NUMBER`
`static int`	`INSTANCE_CONFIG_FIELD_NUMBER`
`static int`	`LABELS_FIELD_NUMBER`
`static int`	`MANUAL_BATCH_TUNING_PARAMETERS_FIELD_NUMBER`
`static int`	`MODEL_FIELD_NUMBER`
`static int`	`MODEL_PARAMETERS_FIELD_NUMBER`
`static int`	`MODEL_VERSION_ID_FIELD_NUMBER`
`static int`	`NAME_FIELD_NUMBER`
`static int`	`OUTPUT_CONFIG_FIELD_NUMBER`
`static int`	`OUTPUT_INFO_FIELD_NUMBER`
`static int`	`PARTIAL_FAILURES_FIELD_NUMBER`
`static int`	`RESOURCES_CONSUMED_FIELD_NUMBER`
`static int`	`SERVICE_ACCOUNT_FIELD_NUMBER`
`static int`	`START_TIME_FIELD_NUMBER`
`static int`	`STATE_FIELD_NUMBER`
`static int`	`UNMANAGED_CONTAINER_MODEL_FIELD_NUMBER`
`static int`	`UPDATE_TIME_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

All Methods Static Methods Instance Methods Concrete Methods Deprecated Methods
Modifier and Type	Method and Description
`boolean`	`containsLabels(String key)` The labels with user-defined metadata to organize BatchPredictionJobs.
`boolean`	`equals(Object obj)`
`CompletionStats`	`getCompletionStats()` Output only.
`CompletionStatsOrBuilder`	`getCompletionStatsOrBuilder()` Output only.
`com.google.protobuf.Timestamp`	`getCreateTime()` Output only.
`com.google.protobuf.TimestampOrBuilder`	`getCreateTimeOrBuilder()` Output only.
`BatchDedicatedResources`	`getDedicatedResources()` The config of resources used by the Model during the batch prediction.
`BatchDedicatedResourcesOrBuilder`	`getDedicatedResourcesOrBuilder()` The config of resources used by the Model during the batch prediction.
`static BatchPredictionJob`	`getDefaultInstance()`
`BatchPredictionJob`	`getDefaultInstanceForType()`
`static com.google.protobuf.Descriptors.Descriptor`	`getDescriptor()`
`boolean`	`getDisableContainerLogging()` For custom-trained Models and AutoML Tabular Models, the container of the DeployedModel instances will send `stderr` and `stdout` streams to Cloud Logging by default.
`String`	`getDisplayName()` Required.
`com.google.protobuf.ByteString`	`getDisplayNameBytes()` Required.
`EncryptionSpec`	`getEncryptionSpec()` Customer-managed encryption key options for a BatchPredictionJob.
`EncryptionSpecOrBuilder`	`getEncryptionSpecOrBuilder()` Customer-managed encryption key options for a BatchPredictionJob.
`com.google.protobuf.Timestamp`	`getEndTime()` Output only.
`com.google.protobuf.TimestampOrBuilder`	`getEndTimeOrBuilder()` Output only.
`com.google.rpc.Status`	`getError()` Output only.
`com.google.rpc.StatusOrBuilder`	`getErrorOrBuilder()` Output only.
`ExplanationSpec`	`getExplanationSpec()` Explanation configuration for this BatchPredictionJob.
`ExplanationSpecOrBuilder`	`getExplanationSpecOrBuilder()` Explanation configuration for this BatchPredictionJob.
`boolean`	`getGenerateExplanation()` Generate explanation with the batch prediction results.
`BatchPredictionJob.InputConfig`	`getInputConfig()` Required.
`BatchPredictionJob.InputConfigOrBuilder`	`getInputConfigOrBuilder()` Required.
`BatchPredictionJob.InstanceConfig`	`getInstanceConfig()` Configuration for how to convert batch prediction input instances to the prediction instances that are sent to the Model.
`BatchPredictionJob.InstanceConfigOrBuilder`	`getInstanceConfigOrBuilder()` Configuration for how to convert batch prediction input instances to the prediction instances that are sent to the Model.
`Map<String,String>`	`getLabels()` Deprecated.
`int`	`getLabelsCount()` The labels with user-defined metadata to organize BatchPredictionJobs.
`Map<String,String>`	`getLabelsMap()` The labels with user-defined metadata to organize BatchPredictionJobs.
`String`	`getLabelsOrDefault(String key, String defaultValue)` The labels with user-defined metadata to organize BatchPredictionJobs.
`String`	`getLabelsOrThrow(String key)` The labels with user-defined metadata to organize BatchPredictionJobs.
`ManualBatchTuningParameters`	`getManualBatchTuningParameters()` Immutable.
`ManualBatchTuningParametersOrBuilder`	`getManualBatchTuningParametersOrBuilder()` Immutable.
`String`	`getModel()` The name of the Model resource that produces the predictions via this job, must share the same ancestor Location.
`com.google.protobuf.ByteString`	`getModelBytes()` The name of the Model resource that produces the predictions via this job, must share the same ancestor Location.
`com.google.protobuf.Value`	`getModelParameters()` The parameters that govern the predictions.
`com.google.protobuf.ValueOrBuilder`	`getModelParametersOrBuilder()` The parameters that govern the predictions.
`String`	`getModelVersionId()` Output only.
`com.google.protobuf.ByteString`	`getModelVersionIdBytes()` Output only.
`String`	`getName()` Output only.
`com.google.protobuf.ByteString`	`getNameBytes()` Output only.
`BatchPredictionJob.OutputConfig`	`getOutputConfig()` Required.
`BatchPredictionJob.OutputConfigOrBuilder`	`getOutputConfigOrBuilder()` Required.
`BatchPredictionJob.OutputInfo`	`getOutputInfo()` Output only.
`BatchPredictionJob.OutputInfoOrBuilder`	`getOutputInfoOrBuilder()` Output only.
`com.google.protobuf.Parser<BatchPredictionJob>`	`getParserForType()`
`com.google.rpc.Status`	`getPartialFailures(int index)` Output only.
`int`	`getPartialFailuresCount()` Output only.
`List<com.google.rpc.Status>`	`getPartialFailuresList()` Output only.
`com.google.rpc.StatusOrBuilder`	`getPartialFailuresOrBuilder(int index)` Output only.
`List<? extends com.google.rpc.StatusOrBuilder>`	`getPartialFailuresOrBuilderList()` Output only.
`ResourcesConsumed`	`getResourcesConsumed()` Output only.
`ResourcesConsumedOrBuilder`	`getResourcesConsumedOrBuilder()` Output only.
`int`	`getSerializedSize()`
`String`	`getServiceAccount()` The service account that the DeployedModel's container runs as.
`com.google.protobuf.ByteString`	`getServiceAccountBytes()` The service account that the DeployedModel's container runs as.
`com.google.protobuf.Timestamp`	`getStartTime()` Output only.
`com.google.protobuf.TimestampOrBuilder`	`getStartTimeOrBuilder()` Output only.
`JobState`	`getState()` Output only.
`int`	`getStateValue()` Output only.
`UnmanagedContainerModel`	`getUnmanagedContainerModel()` Contains model information necessary to perform batch prediction without requiring uploading to model registry.
`UnmanagedContainerModelOrBuilder`	`getUnmanagedContainerModelOrBuilder()` Contains model information necessary to perform batch prediction without requiring uploading to model registry.
`com.google.protobuf.Timestamp`	`getUpdateTime()` Output only.
`com.google.protobuf.TimestampOrBuilder`	`getUpdateTimeOrBuilder()` Output only.
`boolean`	`hasCompletionStats()` Output only.
`boolean`	`hasCreateTime()` Output only.
`boolean`	`hasDedicatedResources()` The config of resources used by the Model during the batch prediction.
`boolean`	`hasEncryptionSpec()` Customer-managed encryption key options for a BatchPredictionJob.
`boolean`	`hasEndTime()` Output only.
`boolean`	`hasError()` Output only.
`boolean`	`hasExplanationSpec()` Explanation configuration for this BatchPredictionJob.
`int`	`hashCode()`
`boolean`	`hasInputConfig()` Required.
`boolean`	`hasInstanceConfig()` Configuration for how to convert batch prediction input instances to the prediction instances that are sent to the Model.
`boolean`	`hasManualBatchTuningParameters()` Immutable.
`boolean`	`hasModelParameters()` The parameters that govern the predictions.
`boolean`	`hasOutputConfig()` Required.
`boolean`	`hasOutputInfo()` Output only.
`boolean`	`hasResourcesConsumed()` Output only.
`boolean`	`hasStartTime()` Output only.
`boolean`	`hasUnmanagedContainerModel()` Contains model information necessary to perform batch prediction without requiring uploading to model registry.
`boolean`	`hasUpdateTime()` Output only.
`protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable`	`internalGetFieldAccessorTable()`
`protected com.google.protobuf.MapFieldReflectionAccessor`	`internalGetMapFieldReflection(int number)`
`boolean`	`isInitialized()`
`static BatchPredictionJob.Builder`	`newBuilder()`
`static BatchPredictionJob.Builder`	`newBuilder(BatchPredictionJob prototype)`
`BatchPredictionJob.Builder`	`newBuilderForType()`
`protected BatchPredictionJob.Builder`	`newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)`
`protected Object`	`newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)`
`static BatchPredictionJob`	`parseDelimitedFrom(InputStream input)`
`static BatchPredictionJob`	`parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static BatchPredictionJob`	`parseFrom(byte[] data)`
`static BatchPredictionJob`	`parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static BatchPredictionJob`	`parseFrom(ByteBuffer data)`
`static BatchPredictionJob`	`parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static BatchPredictionJob`	`parseFrom(com.google.protobuf.ByteString data)`
`static BatchPredictionJob`	`parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static BatchPredictionJob`	`parseFrom(com.google.protobuf.CodedInputStream input)`
`static BatchPredictionJob`	`parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static BatchPredictionJob`	`parseFrom(InputStream input)`
`static BatchPredictionJob`	`parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static com.google.protobuf.Parser<BatchPredictionJob>`	`parser()`
`BatchPredictionJob.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, 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
- NAME_FIELD_NUMBER
```
public static final int NAME_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- DISPLAY_NAME_FIELD_NUMBER
```
public static final int DISPLAY_NAME_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- MODEL_FIELD_NUMBER
```
public static final int MODEL_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- MODEL_VERSION_ID_FIELD_NUMBER
```
public static final int MODEL_VERSION_ID_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- UNMANAGED_CONTAINER_MODEL_FIELD_NUMBER
```
public static final int UNMANAGED_CONTAINER_MODEL_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- INPUT_CONFIG_FIELD_NUMBER
```
public static final int INPUT_CONFIG_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- INSTANCE_CONFIG_FIELD_NUMBER
```
public static final int INSTANCE_CONFIG_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- MODEL_PARAMETERS_FIELD_NUMBER
```
public static final int MODEL_PARAMETERS_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- OUTPUT_CONFIG_FIELD_NUMBER
```
public static final int OUTPUT_CONFIG_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- DEDICATED_RESOURCES_FIELD_NUMBER
```
public static final int DEDICATED_RESOURCES_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- SERVICE_ACCOUNT_FIELD_NUMBER
```
public static final int SERVICE_ACCOUNT_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- MANUAL_BATCH_TUNING_PARAMETERS_FIELD_NUMBER
```
public static final int MANUAL_BATCH_TUNING_PARAMETERS_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- GENERATE_EXPLANATION_FIELD_NUMBER
```
public static final int GENERATE_EXPLANATION_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- EXPLANATION_SPEC_FIELD_NUMBER
```
public static final int EXPLANATION_SPEC_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- OUTPUT_INFO_FIELD_NUMBER
```
public static final int OUTPUT_INFO_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- STATE_FIELD_NUMBER
```
public static final int STATE_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- ERROR_FIELD_NUMBER
```
public static final int ERROR_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- PARTIAL_FAILURES_FIELD_NUMBER
```
public static final int PARTIAL_FAILURES_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- RESOURCES_CONSUMED_FIELD_NUMBER
```
public static final int RESOURCES_CONSUMED_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- COMPLETION_STATS_FIELD_NUMBER
```
public static final int COMPLETION_STATS_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- CREATE_TIME_FIELD_NUMBER
```
public static final int CREATE_TIME_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- START_TIME_FIELD_NUMBER
```
public static final int START_TIME_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- END_TIME_FIELD_NUMBER
```
public static final int END_TIME_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- UPDATE_TIME_FIELD_NUMBER
```
public static final int UPDATE_TIME_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- LABELS_FIELD_NUMBER
```
public static final int LABELS_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- ENCRYPTION_SPEC_FIELD_NUMBER
```
public static final int ENCRYPTION_SPEC_FIELD_NUMBER
```
  See Also:
  
  Constant Field Values
- DISABLE_CONTAINER_LOGGING_FIELD_NUMBER
```
public static final int DISABLE_CONTAINER_LOGGING_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()

internalGetMapFieldReflection
```
protected com.google.protobuf.MapFieldReflectionAccessor internalGetMapFieldReflection(int number)
```
Overrides:

internalGetMapFieldReflection in class com.google.protobuf.GeneratedMessageV3

internalGetFieldAccessorTable
```
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
```
Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getName
```
public String getName()
```
```
 Output only. Resource name of the BatchPredictionJob.
 
```
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getName in interface BatchPredictionJobOrBuilder

Returns:

The name.

getNameBytes
```
public com.google.protobuf.ByteString getNameBytes()
```
```
 Output only. Resource name of the BatchPredictionJob.
 
```
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getNameBytes in interface BatchPredictionJobOrBuilder

Returns:

The bytes for name.

getDisplayName
```
public String getDisplayName()
```
```
 Required. The user-defined name of this BatchPredictionJob.
 
```
string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
Specified by:

getDisplayName in interface BatchPredictionJobOrBuilder

Returns:

The displayName.

getDisplayNameBytes
```
public com.google.protobuf.ByteString getDisplayNameBytes()
```
```
 Required. The user-defined name of this BatchPredictionJob.
 
```
string display_name = 2 [(.google.api.field_behavior) = REQUIRED];
Specified by:

getDisplayNameBytes in interface BatchPredictionJobOrBuilder

Returns:

The bytes for displayName.

getModel

public String getModel()

 The name of the Model resource that produces the predictions via this job,
 must share the same ancestor Location.
 Starting this job has no impact on any existing deployments of the Model
 and their resources.
 Exactly one of model and unmanaged_container_model must be set.

 The model resource name may contain version id or version alias to specify
 the version.
  Example: `projects/{project}/locations/{location}/models/{model}@2`
              or
            `projects/{project}/locations/{location}/models/{model}@golden`
 if no version is specified, the default version will be deployed.

 The model resource could also be a publisher model.
  Example: `publishers/{publisher}/models/{model}`
              or
           `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`

string model = 3 [(.google.api.resource_reference) = { ... }

Specified by:: getModel in interface BatchPredictionJobOrBuilder
Returns:: The model.

getModelBytes

public com.google.protobuf.ByteString getModelBytes()

 The name of the Model resource that produces the predictions via this job,
 must share the same ancestor Location.
 Starting this job has no impact on any existing deployments of the Model
 and their resources.
 Exactly one of model and unmanaged_container_model must be set.

 The model resource name may contain version id or version alias to specify
 the version.
  Example: `projects/{project}/locations/{location}/models/{model}@2`
              or
            `projects/{project}/locations/{location}/models/{model}@golden`
 if no version is specified, the default version will be deployed.

 The model resource could also be a publisher model.
  Example: `publishers/{publisher}/models/{model}`
              or
           `projects/{project}/locations/{location}/publishers/{publisher}/models/{model}`

string model = 3 [(.google.api.resource_reference) = { ... }

Specified by:: getModelBytes in interface BatchPredictionJobOrBuilder
Returns:: The bytes for model.

getModelVersionId
```
public String getModelVersionId()
```
```
 Output only. The version ID of the Model that produces the predictions via
 this job.
 
```
string model_version_id = 30 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getModelVersionId in interface BatchPredictionJobOrBuilder

Returns:

The modelVersionId.

getModelVersionIdBytes
```
public com.google.protobuf.ByteString getModelVersionIdBytes()
```
```
 Output only. The version ID of the Model that produces the predictions via
 this job.
 
```
string model_version_id = 30 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getModelVersionIdBytes in interface BatchPredictionJobOrBuilder

Returns:

The bytes for modelVersionId.

hasUnmanagedContainerModel
```
public boolean hasUnmanagedContainerModel()
```
```
 Contains model information necessary to perform batch prediction without
 requiring uploading to model registry.
 Exactly one of model and unmanaged_container_model must be set.
 
```
.google.cloud.aiplatform.v1.UnmanagedContainerModel unmanaged_container_model = 28;
Specified by:

hasUnmanagedContainerModel in interface BatchPredictionJobOrBuilder

Returns:

Whether the unmanagedContainerModel field is set.

getUnmanagedContainerModel

public UnmanagedContainerModel getUnmanagedContainerModel()

 Contains model information necessary to perform batch prediction without
 requiring uploading to model registry.
 Exactly one of model and unmanaged_container_model must be set.

.google.cloud.aiplatform.v1.UnmanagedContainerModel unmanaged_container_model = 28;

Specified by:: getUnmanagedContainerModel in interface BatchPredictionJobOrBuilder
Returns:: The unmanagedContainerModel.

getUnmanagedContainerModelOrBuilder

public UnmanagedContainerModelOrBuilder getUnmanagedContainerModelOrBuilder()

 Contains model information necessary to perform batch prediction without
 requiring uploading to model registry.
 Exactly one of model and unmanaged_container_model must be set.

.google.cloud.aiplatform.v1.UnmanagedContainerModel unmanaged_container_model = 28;

Specified by:: getUnmanagedContainerModelOrBuilder in interface BatchPredictionJobOrBuilder

hasInputConfig

public boolean hasInputConfig()

 Required. Input configuration of the instances on which predictions are
 performed. The schema of any single instance may be specified via the
 [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model]
 [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
 [instance_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri].


 .google.cloud.aiplatform.v1.BatchPredictionJob.InputConfig input_config = 4 [(.google.api.field_behavior) = REQUIRED];

Specified by:: hasInputConfig in interface BatchPredictionJobOrBuilder
Returns:: Whether the inputConfig field is set.

getInputConfig

public BatchPredictionJob.InputConfig getInputConfig()

 Required. Input configuration of the instances on which predictions are
 performed. The schema of any single instance may be specified via the
 [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model]
 [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
 [instance_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri].


 .google.cloud.aiplatform.v1.BatchPredictionJob.InputConfig input_config = 4 [(.google.api.field_behavior) = REQUIRED];

Specified by:: getInputConfig in interface BatchPredictionJobOrBuilder
Returns:: The inputConfig.

getInputConfigOrBuilder

public BatchPredictionJob.InputConfigOrBuilder getInputConfigOrBuilder()

 Required. Input configuration of the instances on which predictions are
 performed. The schema of any single instance may be specified via the
 [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model]
 [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
 [instance_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri].


 .google.cloud.aiplatform.v1.BatchPredictionJob.InputConfig input_config = 4 [(.google.api.field_behavior) = REQUIRED];

Specified by:: getInputConfigOrBuilder in interface BatchPredictionJobOrBuilder

hasInstanceConfig
```
public boolean hasInstanceConfig()
```
```
 Configuration for how to convert batch prediction input instances to the
 prediction instances that are sent to the Model.
 
```
.google.cloud.aiplatform.v1.BatchPredictionJob.InstanceConfig instance_config = 27;
Specified by:

hasInstanceConfig in interface BatchPredictionJobOrBuilder

Returns:

Whether the instanceConfig field is set.

getInstanceConfig
```
public BatchPredictionJob.InstanceConfig getInstanceConfig()
```
```
 Configuration for how to convert batch prediction input instances to the
 prediction instances that are sent to the Model.
 
```
.google.cloud.aiplatform.v1.BatchPredictionJob.InstanceConfig instance_config = 27;
Specified by:

getInstanceConfig in interface BatchPredictionJobOrBuilder

Returns:

The instanceConfig.

getInstanceConfigOrBuilder

public BatchPredictionJob.InstanceConfigOrBuilder getInstanceConfigOrBuilder()

 Configuration for how to convert batch prediction input instances to the
 prediction instances that are sent to the Model.

.google.cloud.aiplatform.v1.BatchPredictionJob.InstanceConfig instance_config = 27;

Specified by:: getInstanceConfigOrBuilder in interface BatchPredictionJobOrBuilder

hasModelParameters

public boolean hasModelParameters()

 The parameters that govern the predictions. The schema of the parameters
 may be specified via the
 [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model]
 [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
 [parameters_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.parameters_schema_uri].

.google.protobuf.Value model_parameters = 5;

Specified by:: hasModelParameters in interface BatchPredictionJobOrBuilder
Returns:: Whether the modelParameters field is set.

getModelParameters

public com.google.protobuf.Value getModelParameters()

 The parameters that govern the predictions. The schema of the parameters
 may be specified via the
 [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model]
 [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
 [parameters_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.parameters_schema_uri].

.google.protobuf.Value model_parameters = 5;

Specified by:: getModelParameters in interface BatchPredictionJobOrBuilder
Returns:: The modelParameters.

getModelParametersOrBuilder

public com.google.protobuf.ValueOrBuilder getModelParametersOrBuilder()

 The parameters that govern the predictions. The schema of the parameters
 may be specified via the
 [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model]
 [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
 [parameters_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.parameters_schema_uri].

.google.protobuf.Value model_parameters = 5;

Specified by:: getModelParametersOrBuilder in interface BatchPredictionJobOrBuilder

hasOutputConfig

public boolean hasOutputConfig()

 Required. The Configuration specifying where output predictions should
 be written.
 The schema of any single prediction may be specified as a concatenation
 of [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model]
 [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
 [instance_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri]
 and
 [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].


 .google.cloud.aiplatform.v1.BatchPredictionJob.OutputConfig output_config = 6 [(.google.api.field_behavior) = REQUIRED];

Specified by:: hasOutputConfig in interface BatchPredictionJobOrBuilder
Returns:: Whether the outputConfig field is set.

getOutputConfig

public BatchPredictionJob.OutputConfig getOutputConfig()

 Required. The Configuration specifying where output predictions should
 be written.
 The schema of any single prediction may be specified as a concatenation
 of [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model]
 [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
 [instance_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri]
 and
 [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].


 .google.cloud.aiplatform.v1.BatchPredictionJob.OutputConfig output_config = 6 [(.google.api.field_behavior) = REQUIRED];

Specified by:: getOutputConfig in interface BatchPredictionJobOrBuilder
Returns:: The outputConfig.

getOutputConfigOrBuilder

public BatchPredictionJob.OutputConfigOrBuilder getOutputConfigOrBuilder()

 Required. The Configuration specifying where output predictions should
 be written.
 The schema of any single prediction may be specified as a concatenation
 of [Model's][google.cloud.aiplatform.v1.BatchPredictionJob.model]
 [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata]
 [instance_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri]
 and
 [prediction_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.prediction_schema_uri].


 .google.cloud.aiplatform.v1.BatchPredictionJob.OutputConfig output_config = 6 [(.google.api.field_behavior) = REQUIRED];

Specified by:: getOutputConfigOrBuilder in interface BatchPredictionJobOrBuilder

hasDedicatedResources

public boolean hasDedicatedResources()

 The config of resources used by the Model during the batch prediction. If
 the Model
 [supports][google.cloud.aiplatform.v1.Model.supported_deployment_resources_types]
 DEDICATED_RESOURCES this config may be provided (and the job will use these
 resources), if the Model doesn't support AUTOMATIC_RESOURCES, this config
 must be provided.

.google.cloud.aiplatform.v1.BatchDedicatedResources dedicated_resources = 7;

Specified by:: hasDedicatedResources in interface BatchPredictionJobOrBuilder
Returns:: Whether the dedicatedResources field is set.

getDedicatedResources

public BatchDedicatedResources getDedicatedResources()

 The config of resources used by the Model during the batch prediction. If
 the Model
 [supports][google.cloud.aiplatform.v1.Model.supported_deployment_resources_types]
 DEDICATED_RESOURCES this config may be provided (and the job will use these
 resources), if the Model doesn't support AUTOMATIC_RESOURCES, this config
 must be provided.

.google.cloud.aiplatform.v1.BatchDedicatedResources dedicated_resources = 7;

Specified by:: getDedicatedResources in interface BatchPredictionJobOrBuilder
Returns:: The dedicatedResources.

getDedicatedResourcesOrBuilder

public BatchDedicatedResourcesOrBuilder getDedicatedResourcesOrBuilder()

 The config of resources used by the Model during the batch prediction. If
 the Model
 [supports][google.cloud.aiplatform.v1.Model.supported_deployment_resources_types]
 DEDICATED_RESOURCES this config may be provided (and the job will use these
 resources), if the Model doesn't support AUTOMATIC_RESOURCES, this config
 must be provided.

.google.cloud.aiplatform.v1.BatchDedicatedResources dedicated_resources = 7;

Specified by:: getDedicatedResourcesOrBuilder in interface BatchPredictionJobOrBuilder

getServiceAccount

public String getServiceAccount()

 The service account that the DeployedModel's container runs as. If not
 specified, a system generated one will be used, which
 has minimal permissions and the custom container, if used, may not have
 enough permission to access other Google Cloud resources.

 Users deploying the Model must have the `iam.serviceAccounts.actAs`
 permission on this service account.

string service_account = 29;

Specified by:: getServiceAccount in interface BatchPredictionJobOrBuilder
Returns:: The serviceAccount.

getServiceAccountBytes

public com.google.protobuf.ByteString getServiceAccountBytes()

 The service account that the DeployedModel's container runs as. If not
 specified, a system generated one will be used, which
 has minimal permissions and the custom container, if used, may not have
 enough permission to access other Google Cloud resources.

 Users deploying the Model must have the `iam.serviceAccounts.actAs`
 permission on this service account.

string service_account = 29;

Specified by:: getServiceAccountBytes in interface BatchPredictionJobOrBuilder
Returns:: The bytes for serviceAccount.

hasManualBatchTuningParameters
```
public boolean hasManualBatchTuningParameters()
```
```
 Immutable. Parameters configuring the batch behavior. Currently only
 applicable when
 [dedicated_resources][google.cloud.aiplatform.v1.BatchPredictionJob.dedicated_resources]
 are used (in other cases Vertex AI does the tuning itself).
 
```
.google.cloud.aiplatform.v1.ManualBatchTuningParameters manual_batch_tuning_parameters = 8 [(.google.api.field_behavior) = IMMUTABLE];
Specified by:

hasManualBatchTuningParameters in interface BatchPredictionJobOrBuilder

Returns:

Whether the manualBatchTuningParameters field is set.

getManualBatchTuningParameters

public ManualBatchTuningParameters getManualBatchTuningParameters()

 Immutable. Parameters configuring the batch behavior. Currently only
 applicable when
 [dedicated_resources][google.cloud.aiplatform.v1.BatchPredictionJob.dedicated_resources]
 are used (in other cases Vertex AI does the tuning itself).


 .google.cloud.aiplatform.v1.ManualBatchTuningParameters manual_batch_tuning_parameters = 8 [(.google.api.field_behavior) = IMMUTABLE];

Specified by:: getManualBatchTuningParameters in interface BatchPredictionJobOrBuilder
Returns:: The manualBatchTuningParameters.

getManualBatchTuningParametersOrBuilder

public ManualBatchTuningParametersOrBuilder getManualBatchTuningParametersOrBuilder()

 Immutable. Parameters configuring the batch behavior. Currently only
 applicable when
 [dedicated_resources][google.cloud.aiplatform.v1.BatchPredictionJob.dedicated_resources]
 are used (in other cases Vertex AI does the tuning itself).


 .google.cloud.aiplatform.v1.ManualBatchTuningParameters manual_batch_tuning_parameters = 8 [(.google.api.field_behavior) = IMMUTABLE];

Specified by:: getManualBatchTuningParametersOrBuilder in interface BatchPredictionJobOrBuilder

getGenerateExplanation

public boolean getGenerateExplanation()

 Generate explanation with the batch prediction results.

 When set to `true`, the batch prediction output changes based on the
 `predictions_format` field of the
 [BatchPredictionJob.output_config][google.cloud.aiplatform.v1.BatchPredictionJob.output_config]
 object:

  * `bigquery`: output includes a column named `explanation`. The value
    is a struct that conforms to the
    [Explanation][google.cloud.aiplatform.v1.Explanation] object.
  * `jsonl`: The JSON objects on each line include an additional entry
    keyed `explanation`. The value of the entry is a JSON object that
    conforms to the [Explanation][google.cloud.aiplatform.v1.Explanation]
    object.
  * `csv`: Generating explanations for CSV format is not supported.

 If this field is set to true, either the
 [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec]
 or
 [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec]
 must be populated.

bool generate_explanation = 23;

Specified by:: getGenerateExplanation in interface BatchPredictionJobOrBuilder
Returns:: The generateExplanation.

hasExplanationSpec

public boolean hasExplanationSpec()

 Explanation configuration for this BatchPredictionJob. Can be
 specified only if
 [generate_explanation][google.cloud.aiplatform.v1.BatchPredictionJob.generate_explanation]
 is set to `true`.

 This value overrides the value of
 [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec].
 All fields of
 [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec]
 are optional in the request. If a field of the
 [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec]
 object is not populated, the corresponding field of the
 [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec]
 object is inherited.

.google.cloud.aiplatform.v1.ExplanationSpec explanation_spec = 25;

Specified by:: hasExplanationSpec in interface BatchPredictionJobOrBuilder
Returns:: Whether the explanationSpec field is set.

getExplanationSpec

public ExplanationSpec getExplanationSpec()

 Explanation configuration for this BatchPredictionJob. Can be
 specified only if
 [generate_explanation][google.cloud.aiplatform.v1.BatchPredictionJob.generate_explanation]
 is set to `true`.

 This value overrides the value of
 [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec].
 All fields of
 [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec]
 are optional in the request. If a field of the
 [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec]
 object is not populated, the corresponding field of the
 [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec]
 object is inherited.

.google.cloud.aiplatform.v1.ExplanationSpec explanation_spec = 25;

Specified by:: getExplanationSpec in interface BatchPredictionJobOrBuilder
Returns:: The explanationSpec.

getExplanationSpecOrBuilder

public ExplanationSpecOrBuilder getExplanationSpecOrBuilder()

 Explanation configuration for this BatchPredictionJob. Can be
 specified only if
 [generate_explanation][google.cloud.aiplatform.v1.BatchPredictionJob.generate_explanation]
 is set to `true`.

 This value overrides the value of
 [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec].
 All fields of
 [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec]
 are optional in the request. If a field of the
 [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec]
 object is not populated, the corresponding field of the
 [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec]
 object is inherited.

.google.cloud.aiplatform.v1.ExplanationSpec explanation_spec = 25;

Specified by:: getExplanationSpecOrBuilder in interface BatchPredictionJobOrBuilder

hasOutputInfo
```
public boolean hasOutputInfo()
```
```
 Output only. Information further describing the output of this job.
 
```
.google.cloud.aiplatform.v1.BatchPredictionJob.OutputInfo output_info = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

hasOutputInfo in interface BatchPredictionJobOrBuilder

Returns:

Whether the outputInfo field is set.

getOutputInfo
```
public BatchPredictionJob.OutputInfo getOutputInfo()
```
```
 Output only. Information further describing the output of this job.
 
```
.google.cloud.aiplatform.v1.BatchPredictionJob.OutputInfo output_info = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getOutputInfo in interface BatchPredictionJobOrBuilder

Returns:

The outputInfo.

getOutputInfoOrBuilder
```
public BatchPredictionJob.OutputInfoOrBuilder getOutputInfoOrBuilder()
```
```
 Output only. Information further describing the output of this job.
 
```
.google.cloud.aiplatform.v1.BatchPredictionJob.OutputInfo output_info = 9 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getOutputInfoOrBuilder in interface BatchPredictionJobOrBuilder

getStateValue
```
public int getStateValue()
```
```
 Output only. The detailed state of the job.
 
```
.google.cloud.aiplatform.v1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getStateValue in interface BatchPredictionJobOrBuilder

Returns:

The enum numeric value on the wire for state.

getState
```
public JobState getState()
```
```
 Output only. The detailed state of the job.
 
```
.google.cloud.aiplatform.v1.JobState state = 10 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getState in interface BatchPredictionJobOrBuilder

Returns:

The state.

hasError
```
public boolean hasError()
```
```
 Output only. Only populated when the job's state is JOB_STATE_FAILED or
 JOB_STATE_CANCELLED.
 
```
.google.rpc.Status error = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

hasError in interface BatchPredictionJobOrBuilder

Returns:

Whether the error field is set.

getError
```
public com.google.rpc.Status getError()
```
```
 Output only. Only populated when the job's state is JOB_STATE_FAILED or
 JOB_STATE_CANCELLED.
 
```
.google.rpc.Status error = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getError in interface BatchPredictionJobOrBuilder

Returns:

The error.

getErrorOrBuilder
```
public com.google.rpc.StatusOrBuilder getErrorOrBuilder()
```
```
 Output only. Only populated when the job's state is JOB_STATE_FAILED or
 JOB_STATE_CANCELLED.
 
```
.google.rpc.Status error = 11 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getErrorOrBuilder in interface BatchPredictionJobOrBuilder

getPartialFailuresList

public List<com.google.rpc.Status> getPartialFailuresList()

 Output only. Partial failures encountered.
 For example, single files that can't be read.
 This field never exceeds 20 entries.
 Status details fields contain standard Google Cloud error details.


 repeated .google.rpc.Status partial_failures = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:: getPartialFailuresList in interface BatchPredictionJobOrBuilder

getPartialFailuresOrBuilderList

public List<? extends com.google.rpc.StatusOrBuilder> getPartialFailuresOrBuilderList()

 Output only. Partial failures encountered.
 For example, single files that can't be read.
 This field never exceeds 20 entries.
 Status details fields contain standard Google Cloud error details.


 repeated .google.rpc.Status partial_failures = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:: getPartialFailuresOrBuilderList in interface BatchPredictionJobOrBuilder

getPartialFailuresCount

public int getPartialFailuresCount()

 Output only. Partial failures encountered.
 For example, single files that can't be read.
 This field never exceeds 20 entries.
 Status details fields contain standard Google Cloud error details.


 repeated .google.rpc.Status partial_failures = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:: getPartialFailuresCount in interface BatchPredictionJobOrBuilder

getPartialFailures

public com.google.rpc.Status getPartialFailures(int index)

 Output only. Partial failures encountered.
 For example, single files that can't be read.
 This field never exceeds 20 entries.
 Status details fields contain standard Google Cloud error details.


 repeated .google.rpc.Status partial_failures = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:: getPartialFailures in interface BatchPredictionJobOrBuilder

getPartialFailuresOrBuilder

public com.google.rpc.StatusOrBuilder getPartialFailuresOrBuilder(int index)

 Output only. Partial failures encountered.
 For example, single files that can't be read.
 This field never exceeds 20 entries.
 Status details fields contain standard Google Cloud error details.


 repeated .google.rpc.Status partial_failures = 12 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:: getPartialFailuresOrBuilder in interface BatchPredictionJobOrBuilder

hasResourcesConsumed

public boolean hasResourcesConsumed()

 Output only. Information about resources that had been consumed by this
 job. Provided in real time at best effort basis, as well as a final value
 once the job completes.

 Note: This field currently may be not populated for batch predictions that
 use AutoML Models.


 .google.cloud.aiplatform.v1.ResourcesConsumed resources_consumed = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:: hasResourcesConsumed in interface BatchPredictionJobOrBuilder
Returns:: Whether the resourcesConsumed field is set.

getResourcesConsumed

public ResourcesConsumed getResourcesConsumed()

 Output only. Information about resources that had been consumed by this
 job. Provided in real time at best effort basis, as well as a final value
 once the job completes.

 Note: This field currently may be not populated for batch predictions that
 use AutoML Models.


 .google.cloud.aiplatform.v1.ResourcesConsumed resources_consumed = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:: getResourcesConsumed in interface BatchPredictionJobOrBuilder
Returns:: The resourcesConsumed.

getResourcesConsumedOrBuilder

public ResourcesConsumedOrBuilder getResourcesConsumedOrBuilder()

 Output only. Information about resources that had been consumed by this
 job. Provided in real time at best effort basis, as well as a final value
 once the job completes.

 Note: This field currently may be not populated for batch predictions that
 use AutoML Models.


 .google.cloud.aiplatform.v1.ResourcesConsumed resources_consumed = 13 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:: getResourcesConsumedOrBuilder in interface BatchPredictionJobOrBuilder

hasCompletionStats
```
public boolean hasCompletionStats()
```
```
 Output only. Statistics on completed and failed prediction instances.
 
```
.google.cloud.aiplatform.v1.CompletionStats completion_stats = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

hasCompletionStats in interface BatchPredictionJobOrBuilder

Returns:

Whether the completionStats field is set.

getCompletionStats
```
public CompletionStats getCompletionStats()
```
```
 Output only. Statistics on completed and failed prediction instances.
 
```
.google.cloud.aiplatform.v1.CompletionStats completion_stats = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getCompletionStats in interface BatchPredictionJobOrBuilder

Returns:

The completionStats.

getCompletionStatsOrBuilder
```
public CompletionStatsOrBuilder getCompletionStatsOrBuilder()
```
```
 Output only. Statistics on completed and failed prediction instances.
 
```
.google.cloud.aiplatform.v1.CompletionStats completion_stats = 14 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getCompletionStatsOrBuilder in interface BatchPredictionJobOrBuilder

hasCreateTime
```
public boolean hasCreateTime()
```
```
 Output only. Time when the BatchPredictionJob was created.
 
```
.google.protobuf.Timestamp create_time = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

hasCreateTime in interface BatchPredictionJobOrBuilder

Returns:

Whether the createTime field is set.

getCreateTime
```
public com.google.protobuf.Timestamp getCreateTime()
```
```
 Output only. Time when the BatchPredictionJob was created.
 
```
.google.protobuf.Timestamp create_time = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getCreateTime in interface BatchPredictionJobOrBuilder

Returns:

The createTime.

getCreateTimeOrBuilder
```
public com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()
```
```
 Output only. Time when the BatchPredictionJob was created.
 
```
.google.protobuf.Timestamp create_time = 15 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getCreateTimeOrBuilder in interface BatchPredictionJobOrBuilder

hasStartTime
```
public boolean hasStartTime()
```
```
 Output only. Time when the BatchPredictionJob for the first time entered
 the `JOB_STATE_RUNNING` state.
 
```
.google.protobuf.Timestamp start_time = 16 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

hasStartTime in interface BatchPredictionJobOrBuilder

Returns:

Whether the startTime field is set.

getStartTime
```
public com.google.protobuf.Timestamp getStartTime()
```
```
 Output only. Time when the BatchPredictionJob for the first time entered
 the `JOB_STATE_RUNNING` state.
 
```
.google.protobuf.Timestamp start_time = 16 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getStartTime in interface BatchPredictionJobOrBuilder

Returns:

The startTime.

getStartTimeOrBuilder
```
public com.google.protobuf.TimestampOrBuilder getStartTimeOrBuilder()
```
```
 Output only. Time when the BatchPredictionJob for the first time entered
 the `JOB_STATE_RUNNING` state.
 
```
.google.protobuf.Timestamp start_time = 16 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getStartTimeOrBuilder in interface BatchPredictionJobOrBuilder

hasEndTime
```
public boolean hasEndTime()
```
```
 Output only. Time when the BatchPredictionJob entered any of the following
 states: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`.
 
```
.google.protobuf.Timestamp end_time = 17 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

hasEndTime in interface BatchPredictionJobOrBuilder

Returns:

Whether the endTime field is set.

getEndTime

public com.google.protobuf.Timestamp getEndTime()

 Output only. Time when the BatchPredictionJob entered any of the following
 states: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`.

.google.protobuf.Timestamp end_time = 17 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:: getEndTime in interface BatchPredictionJobOrBuilder
Returns:: The endTime.

getEndTimeOrBuilder

public com.google.protobuf.TimestampOrBuilder getEndTimeOrBuilder()

 Output only. Time when the BatchPredictionJob entered any of the following
 states: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`.

.google.protobuf.Timestamp end_time = 17 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:: getEndTimeOrBuilder in interface BatchPredictionJobOrBuilder

hasUpdateTime
```
public boolean hasUpdateTime()
```
```
 Output only. Time when the BatchPredictionJob was most recently updated.
 
```
.google.protobuf.Timestamp update_time = 18 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

hasUpdateTime in interface BatchPredictionJobOrBuilder

Returns:

Whether the updateTime field is set.

getUpdateTime
```
public com.google.protobuf.Timestamp getUpdateTime()
```
```
 Output only. Time when the BatchPredictionJob was most recently updated.
 
```
.google.protobuf.Timestamp update_time = 18 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getUpdateTime in interface BatchPredictionJobOrBuilder

Returns:

The updateTime.

getUpdateTimeOrBuilder
```
public com.google.protobuf.TimestampOrBuilder getUpdateTimeOrBuilder()
```
```
 Output only. Time when the BatchPredictionJob was most recently updated.
 
```
.google.protobuf.Timestamp update_time = 18 [(.google.api.field_behavior) = OUTPUT_ONLY];
Specified by:

getUpdateTimeOrBuilder in interface BatchPredictionJobOrBuilder