DataLabelingJob class

Creates a DataLabelingJob. Auto-naming is currently not supported for this resource.

Constructors

DataLabelingJob(String name, {DataLabelingJobArgs? args, CustomResourceOptions? options})

Creates a new DataLabelingJob. name The Pulumi resource name. args Arguments used to configure this DataLabelingJob. The set of arguments for DataLabelingJob. options Resource options controlling this resource's behavior.

Properties

activeLearningConfig ↔ Output<GoogleCloudAiplatformV1ActiveLearningConfigResponse>

Parameters that configure the active learning pipeline. Active learning will label the data incrementally via several iterations. For every iteration, it will select a batch of data based on the sampling strategy.

late, final

annotationLabels ↔ Output<Map<String, String>>

Labels to assign to annotations generated by this DataLabelingJob. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.

late, final

childResources → Set<Resource>

final, inherited

completionSources ↔ Map<String, IOutputCompletionSource>

late, final, inherited

createTime ↔ Output<String>

Timestamp when this DataLabelingJob was created.

late, final

currentSpend ↔ Output<GoogleTypeMoneyResponse>

Estimated cost(in US dollars) that the DataLabelingJob has incurred to date.

late, final

datasets ↔ Output<List<String>>

Dataset resource names. Right now we only support labeling from a single Dataset. Format: projects/{project}/locations/{location}/datasets/{dataset}

late, final

displayName ↔ Output<String>

The user-defined name of the DataLabelingJob. The name can be up to 128 characters long and can consist of any UTF-8 characters. Display name of a DataLabelingJob.

late, final

encryptionSpec ↔ Output<GoogleCloudAiplatformV1EncryptionSpecResponse>

Customer-managed encryption key spec for a DataLabelingJob. If set, this DataLabelingJob will be secured by this key. Note: Annotations created in the DataLabelingJob are associated with the EncryptionSpec of the Dataset they are exported to.

late, final

error ↔ Output<GoogleRpcStatusResponse>

DataLabelingJob errors. It is only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.

late, final

hashCode → int

The hash code for this object.

no setter, inherited

id ↔ Output<String>

getter/setter pair, inherited

inputs ↔ Output

Input config parameters for the DataLabelingJob.

late, final

inputsSchemaUri ↔ Output<String>

Points to a YAML file stored on Google Cloud Storage describing the config for a specific type of DataLabelingJob. The schema files that can be used here are found in the https://storage.googleapis.com/google-cloud-aiplatform bucket in the /schema/datalabelingjob/inputs/ folder.

late, final

instructionUri ↔ Output<String>

The Google Cloud Storage location of the instruction pdf. This pdf is shared with labelers, and provides detailed description on how to label DataItems in Datasets.

late, final

isCustom → bool

Returns whether this resource is provider-managed.

no setter, inherited

isProtected → bool

Returns whether this resource is protected from deletion.

no setter, inherited

isRemote → bool

Whether this resource is registered as remote.

no setter, inherited

isResourceReference → bool

Whether this instance represents a resource value returned over RPC.

final, inherited

labelerCount ↔ Output<int>

Number of labelers to work on each DataItem.

late, final

labelingProgress ↔ Output<int>

Current labeling job progress percentage scaled in interval 0, 100, indicating the percentage of DataItems that has been finished.

late, final

labels ↔ Output<Map<String, String>>

The labels with user-defined metadata to organize your DataLabelingJobs. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable. Following system labels exist for each DataLabelingJob: * "aiplatform.googleapis.com/schema": output only, its value is the inputs_schema's title.

late, final

location ↔ Output<String>

late, final

name ↔ Output<String>

Resource name of the DataLabelingJob.

late, final

project ↔ Output<String>

late, final

resourceTransforms → List<ResourceTransform>

Inherited/explicit async transforms.

no setter, inherited

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

specialistPools ↔ Output<List<String>>

The SpecialistPools' resource names associated with this job.

late, final

state ↔ Output<String>

The detailed state of the job.

late, final

transformations → List<ResourceTransformation>

Inherited/explicit legacy transformations.

no setter, inherited

updateTime ↔ Output<String>

Timestamp when this DataLabelingJob was updated most recently.

late, final

urn ↔ Output<String>

late, final, inherited

Methods

failId(Object error) → void

Completes this resource ID with an error when registration fails.

inherited

failOutputs(Object error) → void

Completes all output properties with error.

inherited

failUrn(Object error) → void

Completes this resource URN with an error when registration fails.

inherited

getProvider(String moduleMember) → ProviderResource?

Returns provider for moduleMember's package, if configured.

inherited

getResourceName() → String

Returns this resource's logical name.

inherited

getResourceType() → String

Returns this resource's Pulumi type token.

inherited

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

registerOutput<T>(String propertyName, {Object? decoder(Object?)?, bool isSecret = false}) → Output<T>

Registers a dynamic output property for this resource.

inherited

resolveId(String? value, {required bool isKnown}) → void

Resolves the provider-assigned ID for this resource.

inherited

resolveOutputs(Struct outputs) → void

Resolves all output properties from a monitor response payload.

inherited

resolveUrn(String value) → void

Resolves this resource's URN once assigned by the engine.

inherited

serializeProperties(Map<String, dynamic> properties) → Future<Struct>

Serializes resource properties for RPC transmission.

inherited

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited