A service for serving online feature values. v1
Package
@google-cloud/aiplatformConstructors
(constructor)(opts, gaxInstance)
constructor(opts?: ClientOptions, gaxInstance?: typeof gax | typeof gax.fallback);
Construct an instance of FeaturestoreOnlineServingServiceClient.
Parameters | |
---|---|
Name | Description |
opts |
ClientOptions
|
gaxInstance |
typeof gax | typeof fallback
: loaded instance of |
Properties
apiEndpoint
static get apiEndpoint(): string;
The DNS address for this API service - same as servicePath(), exists for compatibility reasons.
auth
auth: gax.GoogleAuth;
descriptors
descriptors: Descriptors;
featurestoreOnlineServingServiceStub
featurestoreOnlineServingServiceStub?: Promise<{
[name: string]: Function;
}>;
iamClient
iamClient: IamClient;
innerApiCalls
innerApiCalls: {
[name: string]: Function;
};
locationsClient
locationsClient: LocationsClient;
pathTemplates
pathTemplates: {
[name: string]: gax.PathTemplate;
};
port
static get port(): number;
The port for this API service.
scopes
static get scopes(): string[];
The scopes needed to make gRPC calls for every method defined in this service.
servicePath
static get servicePath(): string;
The DNS address for this API service.
warn
warn: (code: string, message: string, warnType?: string) => void;
Methods
annotationPath(project, location, dataset, dataItem, annotation)
annotationPath(project: string, location: string, dataset: string, dataItem: string, annotation: string): string;
Return a fully-qualified annotation resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
dataset |
string
|
dataItem |
string
|
annotation |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
annotationSpecPath(project, location, dataset, annotationSpec)
annotationSpecPath(project: string, location: string, dataset: string, annotationSpec: string): string;
Return a fully-qualified annotationSpec resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
dataset |
string
|
annotationSpec |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
artifactPath(project, location, metadataStore, artifact)
artifactPath(project: string, location: string, metadataStore: string, artifact: string): string;
Return a fully-qualified artifact resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
metadataStore |
string
|
artifact |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
batchPredictionJobPath(project, location, batchPredictionJob)
batchPredictionJobPath(project: string, location: string, batchPredictionJob: string): string;
Return a fully-qualified batchPredictionJob resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
batchPredictionJob |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
close()
close(): Promise<void>;
Terminate the gRPC channel and close the client.
The client will no longer be usable and all future behavior is undefined.
Returns | |
---|---|
Type | Description |
Promise<void> | {Promise} A promise that resolves when the client is closed. |
contextPath(project, location, metadataStore, context)
contextPath(project: string, location: string, metadataStore: string, context: string): string;
Return a fully-qualified context resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
metadataStore |
string
|
context |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
customJobPath(project, location, customJob)
customJobPath(project: string, location: string, customJob: string): string;
Return a fully-qualified customJob resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
customJob |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
dataItemPath(project, location, dataset, dataItem)
dataItemPath(project: string, location: string, dataset: string, dataItem: string): string;
Return a fully-qualified dataItem resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
dataset |
string
|
dataItem |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
dataLabelingJobPath(project, location, dataLabelingJob)
dataLabelingJobPath(project: string, location: string, dataLabelingJob: string): string;
Return a fully-qualified dataLabelingJob resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
dataLabelingJob |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
datasetPath(project, location, dataset)
datasetPath(project: string, location: string, dataset: string): string;
Return a fully-qualified dataset resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
dataset |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
datasetVersionPath(project, location, dataset, datasetVersion)
datasetVersionPath(project: string, location: string, dataset: string, datasetVersion: string): string;
Return a fully-qualified datasetVersion resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
dataset |
string
|
datasetVersion |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
entityTypePath(project, location, featurestore, entityType)
entityTypePath(project: string, location: string, featurestore: string, entityType: string): string;
Return a fully-qualified entityType resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
featurestore |
string
|
entityType |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
executionPath(project, location, metadataStore, execution)
executionPath(project: string, location: string, metadataStore: string, execution: string): string;
Return a fully-qualified execution resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
metadataStore |
string
|
execution |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
featurePath(project, location, featurestore, entityType, feature)
featurePath(project: string, location: string, featurestore: string, entityType: string, feature: string): string;
Return a fully-qualified feature resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
featurestore |
string
|
entityType |
string
|
feature |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
featurestorePath(project, location, featurestore)
featurestorePath(project: string, location: string, featurestore: string): string;
Return a fully-qualified featurestore resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
featurestore |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
getIamPolicy(request, options, callback)
getIamPolicy(request: IamProtos.google.iam.v1.GetIamPolicyRequest, options?: gax.CallOptions | Callback<IamProtos.google.iam.v1.Policy, IamProtos.google.iam.v1.GetIamPolicyRequest | null | undefined, {} | null | undefined>, callback?: Callback<IamProtos.google.iam.v1.Policy, IamProtos.google.iam.v1.GetIamPolicyRequest | null | undefined, {} | null | undefined>): Promise<[IamProtos.google.iam.v1.Policy]>;
Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.
Parameters | |
---|---|
Name | Description |
request |
IamProtos.google.iam.v1.GetIamPolicyRequest
The request object that will be sent. |
options |
CallOptions | Callback<google.iam.v1.Policy, google.iam.v1.GetIamPolicyRequest | null | undefined, {} | null | undefined>
Optional parameters. You can override the default settings for this call, e.g, timeout, retries, paginations, etc. See gax.CallOptions for the details. |
callback |
Callback<google.iam.v1.Policy, google.iam.v1.GetIamPolicyRequest | null | undefined, {} | null | undefined>
The function which will be called with the result of the API call. The second parameter to the callback is an object representing . |
Returns | |
---|---|
Type | Description |
Promise<[google.iam.v1.Policy]> | {Promise} - The promise which resolves to an array. The first element of the array is an object representing . The promise has a method named "cancel" which cancels the ongoing API call. |
getLocation(request, options, callback)
getLocation(request: LocationProtos.google.cloud.location.IGetLocationRequest, options?: gax.CallOptions | Callback<LocationProtos.google.cloud.location.ILocation, LocationProtos.google.cloud.location.IGetLocationRequest | null | undefined, {} | null | undefined>, callback?: Callback<LocationProtos.google.cloud.location.ILocation, LocationProtos.google.cloud.location.IGetLocationRequest | null | undefined, {} | null | undefined>): Promise<LocationProtos.google.cloud.location.ILocation>;
Gets information about a location.
Parameters | |
---|---|
Name | Description |
request |
LocationProtos.google.cloud.location.IGetLocationRequest
The request object that will be sent. |
options |
CallOptions | Callback<google.cloud.location.ILocation, google.cloud.location.IGetLocationRequest | null | undefined, {} | null | undefined>
Call options. See CallOptions for more details. |
callback |
Callback<google.cloud.location.ILocation, google.cloud.location.IGetLocationRequest | null | undefined, {} | null | undefined>
|
Returns | |
---|---|
Type | Description |
Promise<google.cloud.location.ILocation> | {Promise} - The promise which resolves to an array. The first element of the array is an object representing . Please see the documentation for more details and examples. |
const [response] = await client.getLocation(request);
getProjectId()
getProjectId(): Promise<string>;
Returns | |
---|---|
Type | Description |
Promise<string> |
getProjectId(callback)
getProjectId(callback: Callback<string, undefined, undefined>): void;
Parameter | |
---|---|
Name | Description |
callback |
Callback<string, undefined, undefined>
|
Returns | |
---|---|
Type | Description |
void |
hyperparameterTuningJobPath(project, location, hyperparameterTuningJob)
hyperparameterTuningJobPath(project: string, location: string, hyperparameterTuningJob: string): string;
Return a fully-qualified hyperparameterTuningJob resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
hyperparameterTuningJob |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
indexEndpointPath(project, location, indexEndpoint)
indexEndpointPath(project: string, location: string, indexEndpoint: string): string;
Return a fully-qualified indexEndpoint resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
indexEndpoint |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
indexPath(project, location, index)
indexPath(project: string, location: string, index: string): string;
Return a fully-qualified index resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
index |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
initialize()
initialize(): Promise<{
[name: string]: Function;
}>;
Initialize the client. Performs asynchronous operations (such as authentication) and prepares the client. This function will be called automatically when any class method is called for the first time, but if you need to initialize it before calling an actual method, feel free to call initialize() directly.
You can await on this method if you want to make sure the client is initialized.
Returns | |
---|---|
Type | Description |
Promise<{
[name: string]: Function;
}> | {Promise} A promise that resolves to an authenticated service stub. |
listLocationsAsync(request, options)
listLocationsAsync(request: LocationProtos.google.cloud.location.IListLocationsRequest, options?: CallOptions): AsyncIterable<LocationProtos.google.cloud.location.ILocation>;
Lists information about the supported locations for this service. Returns an iterable object.
for
-await
-of
syntax is used with the iterable to get response elements on-demand.
Parameters | |
---|---|
Name | Description |
request |
LocationProtos.google.cloud.location.IListLocationsRequest
The request object that will be sent. |
options |
CallOptions
Call options. See CallOptions for more details. |
Returns | |
---|---|
Type | Description |
AsyncIterable<google.cloud.location.ILocation> | {Object} An iterable Object that allows async iteration. When you iterate the returned iterable, each element will be an object representing . The API will be called under the hood as needed, once per the page, so you can stop the iteration when you don't need more results. Please see the documentation for more details and examples. |
const iterable = client.listLocationsAsync(request);
for await (const response of iterable) {
// process response
}
matchAnnotationFromAnnotationName(annotationName)
matchAnnotationFromAnnotationName(annotationName: string): string | number;
Parse the annotation from Annotation resource.
Parameter | |
---|---|
Name | Description |
annotationName |
string
A fully-qualified path representing Annotation resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the annotation. |
matchAnnotationSpecFromAnnotationSpecName(annotationSpecName)
matchAnnotationSpecFromAnnotationSpecName(annotationSpecName: string): string | number;
Parse the annotation_spec from AnnotationSpec resource.
Parameter | |
---|---|
Name | Description |
annotationSpecName |
string
A fully-qualified path representing AnnotationSpec resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the annotation_spec. |
matchArtifactFromArtifactName(artifactName)
matchArtifactFromArtifactName(artifactName: string): string | number;
Parse the artifact from Artifact resource.
Parameter | |
---|---|
Name | Description |
artifactName |
string
A fully-qualified path representing Artifact resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the artifact. |
matchBatchPredictionJobFromBatchPredictionJobName(batchPredictionJobName)
matchBatchPredictionJobFromBatchPredictionJobName(batchPredictionJobName: string): string | number;
Parse the batch_prediction_job from BatchPredictionJob resource.
Parameter | |
---|---|
Name | Description |
batchPredictionJobName |
string
A fully-qualified path representing BatchPredictionJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the batch_prediction_job. |
matchContextFromContextName(contextName)
matchContextFromContextName(contextName: string): string | number;
Parse the context from Context resource.
Parameter | |
---|---|
Name | Description |
contextName |
string
A fully-qualified path representing Context resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the context. |
matchCustomJobFromCustomJobName(customJobName)
matchCustomJobFromCustomJobName(customJobName: string): string | number;
Parse the custom_job from CustomJob resource.
Parameter | |
---|---|
Name | Description |
customJobName |
string
A fully-qualified path representing CustomJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the custom_job. |
matchDataItemFromAnnotationName(annotationName)
matchDataItemFromAnnotationName(annotationName: string): string | number;
Parse the data_item from Annotation resource.
Parameter | |
---|---|
Name | Description |
annotationName |
string
A fully-qualified path representing Annotation resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the data_item. |
matchDataItemFromDataItemName(dataItemName)
matchDataItemFromDataItemName(dataItemName: string): string | number;
Parse the data_item from DataItem resource.
Parameter | |
---|---|
Name | Description |
dataItemName |
string
A fully-qualified path representing DataItem resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the data_item. |
matchDataLabelingJobFromDataLabelingJobName(dataLabelingJobName)
matchDataLabelingJobFromDataLabelingJobName(dataLabelingJobName: string): string | number;
Parse the data_labeling_job from DataLabelingJob resource.
Parameter | |
---|---|
Name | Description |
dataLabelingJobName |
string
A fully-qualified path representing DataLabelingJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the data_labeling_job. |
matchDatasetFromAnnotationName(annotationName)
matchDatasetFromAnnotationName(annotationName: string): string | number;
Parse the dataset from Annotation resource.
Parameter | |
---|---|
Name | Description |
annotationName |
string
A fully-qualified path representing Annotation resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the dataset. |
matchDatasetFromAnnotationSpecName(annotationSpecName)
matchDatasetFromAnnotationSpecName(annotationSpecName: string): string | number;
Parse the dataset from AnnotationSpec resource.
Parameter | |
---|---|
Name | Description |
annotationSpecName |
string
A fully-qualified path representing AnnotationSpec resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the dataset. |
matchDatasetFromDataItemName(dataItemName)
matchDatasetFromDataItemName(dataItemName: string): string | number;
Parse the dataset from DataItem resource.
Parameter | |
---|---|
Name | Description |
dataItemName |
string
A fully-qualified path representing DataItem resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the dataset. |
matchDatasetFromDatasetName(datasetName)
matchDatasetFromDatasetName(datasetName: string): string | number;
Parse the dataset from Dataset resource.
Parameter | |
---|---|
Name | Description |
datasetName |
string
A fully-qualified path representing Dataset resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the dataset. |
matchDatasetFromDatasetVersionName(datasetVersionName)
matchDatasetFromDatasetVersionName(datasetVersionName: string): string | number;
Parse the dataset from DatasetVersion resource.
Parameter | |
---|---|
Name | Description |
datasetVersionName |
string
A fully-qualified path representing DatasetVersion resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the dataset. |
matchDatasetFromSavedQueryName(savedQueryName)
matchDatasetFromSavedQueryName(savedQueryName: string): string | number;
Parse the dataset from SavedQuery resource.
Parameter | |
---|---|
Name | Description |
savedQueryName |
string
A fully-qualified path representing SavedQuery resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the dataset. |
matchDatasetVersionFromDatasetVersionName(datasetVersionName)
matchDatasetVersionFromDatasetVersionName(datasetVersionName: string): string | number;
Parse the dataset_version from DatasetVersion resource.
Parameter | |
---|---|
Name | Description |
datasetVersionName |
string
A fully-qualified path representing DatasetVersion resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the dataset_version. |
matchEndpointFromProjectLocationEndpointName(projectLocationEndpointName)
matchEndpointFromProjectLocationEndpointName(projectLocationEndpointName: string): string | number;
Parse the endpoint from ProjectLocationEndpoint resource.
Parameter | |
---|---|
Name | Description |
projectLocationEndpointName |
string
A fully-qualified path representing project_location_endpoint resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the endpoint. |
matchEntityTypeFromEntityTypeName(entityTypeName)
matchEntityTypeFromEntityTypeName(entityTypeName: string): string | number;
Parse the entity_type from EntityType resource.
Parameter | |
---|---|
Name | Description |
entityTypeName |
string
A fully-qualified path representing EntityType resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the entity_type. |
matchEntityTypeFromFeatureName(featureName)
matchEntityTypeFromFeatureName(featureName: string): string | number;
Parse the entity_type from Feature resource.
Parameter | |
---|---|
Name | Description |
featureName |
string
A fully-qualified path representing Feature resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the entity_type. |
matchEvaluationFromModelEvaluationName(modelEvaluationName)
matchEvaluationFromModelEvaluationName(modelEvaluationName: string): string | number;
Parse the evaluation from ModelEvaluation resource.
Parameter | |
---|---|
Name | Description |
modelEvaluationName |
string
A fully-qualified path representing ModelEvaluation resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the evaluation. |
matchEvaluationFromModelEvaluationSliceName(modelEvaluationSliceName)
matchEvaluationFromModelEvaluationSliceName(modelEvaluationSliceName: string): string | number;
Parse the evaluation from ModelEvaluationSlice resource.
Parameter | |
---|---|
Name | Description |
modelEvaluationSliceName |
string
A fully-qualified path representing ModelEvaluationSlice resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the evaluation. |
matchExecutionFromExecutionName(executionName)
matchExecutionFromExecutionName(executionName: string): string | number;
Parse the execution from Execution resource.
Parameter | |
---|---|
Name | Description |
executionName |
string
A fully-qualified path representing Execution resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the execution. |
matchExperimentFromTensorboardExperimentName(tensorboardExperimentName)
matchExperimentFromTensorboardExperimentName(tensorboardExperimentName: string): string | number;
Parse the experiment from TensorboardExperiment resource.
Parameter | |
---|---|
Name | Description |
tensorboardExperimentName |
string
A fully-qualified path representing TensorboardExperiment resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the experiment. |
matchExperimentFromTensorboardRunName(tensorboardRunName)
matchExperimentFromTensorboardRunName(tensorboardRunName: string): string | number;
Parse the experiment from TensorboardRun resource.
Parameter | |
---|---|
Name | Description |
tensorboardRunName |
string
A fully-qualified path representing TensorboardRun resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the experiment. |
matchExperimentFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)
matchExperimentFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;
Parse the experiment from TensorboardTimeSeries resource.
Parameter | |
---|---|
Name | Description |
tensorboardTimeSeriesName |
string
A fully-qualified path representing TensorboardTimeSeries resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the experiment. |
matchFeatureFromFeatureName(featureName)
matchFeatureFromFeatureName(featureName: string): string | number;
Parse the feature from Feature resource.
Parameter | |
---|---|
Name | Description |
featureName |
string
A fully-qualified path representing Feature resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the feature. |
matchFeaturestoreFromEntityTypeName(entityTypeName)
matchFeaturestoreFromEntityTypeName(entityTypeName: string): string | number;
Parse the featurestore from EntityType resource.
Parameter | |
---|---|
Name | Description |
entityTypeName |
string
A fully-qualified path representing EntityType resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the featurestore. |
matchFeaturestoreFromFeatureName(featureName)
matchFeaturestoreFromFeatureName(featureName: string): string | number;
Parse the featurestore from Feature resource.
Parameter | |
---|---|
Name | Description |
featureName |
string
A fully-qualified path representing Feature resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the featurestore. |
matchFeaturestoreFromFeaturestoreName(featurestoreName)
matchFeaturestoreFromFeaturestoreName(featurestoreName: string): string | number;
Parse the featurestore from Featurestore resource.
Parameter | |
---|---|
Name | Description |
featurestoreName |
string
A fully-qualified path representing Featurestore resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the featurestore. |
matchHyperparameterTuningJobFromHyperparameterTuningJobName(hyperparameterTuningJobName)
matchHyperparameterTuningJobFromHyperparameterTuningJobName(hyperparameterTuningJobName: string): string | number;
Parse the hyperparameter_tuning_job from HyperparameterTuningJob resource.
Parameter | |
---|---|
Name | Description |
hyperparameterTuningJobName |
string
A fully-qualified path representing HyperparameterTuningJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the hyperparameter_tuning_job. |
matchIndexEndpointFromIndexEndpointName(indexEndpointName)
matchIndexEndpointFromIndexEndpointName(indexEndpointName: string): string | number;
Parse the index_endpoint from IndexEndpoint resource.
Parameter | |
---|---|
Name | Description |
indexEndpointName |
string
A fully-qualified path representing IndexEndpoint resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the index_endpoint. |
matchIndexFromIndexName(indexName)
matchIndexFromIndexName(indexName: string): string | number;
Parse the index from Index resource.
Parameter | |
---|---|
Name | Description |
indexName |
string
A fully-qualified path representing Index resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the index. |
matchLocationFromAnnotationName(annotationName)
matchLocationFromAnnotationName(annotationName: string): string | number;
Parse the location from Annotation resource.
Parameter | |
---|---|
Name | Description |
annotationName |
string
A fully-qualified path representing Annotation resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromAnnotationSpecName(annotationSpecName)
matchLocationFromAnnotationSpecName(annotationSpecName: string): string | number;
Parse the location from AnnotationSpec resource.
Parameter | |
---|---|
Name | Description |
annotationSpecName |
string
A fully-qualified path representing AnnotationSpec resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromArtifactName(artifactName)
matchLocationFromArtifactName(artifactName: string): string | number;
Parse the location from Artifact resource.
Parameter | |
---|---|
Name | Description |
artifactName |
string
A fully-qualified path representing Artifact resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromBatchPredictionJobName(batchPredictionJobName)
matchLocationFromBatchPredictionJobName(batchPredictionJobName: string): string | number;
Parse the location from BatchPredictionJob resource.
Parameter | |
---|---|
Name | Description |
batchPredictionJobName |
string
A fully-qualified path representing BatchPredictionJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromContextName(contextName)
matchLocationFromContextName(contextName: string): string | number;
Parse the location from Context resource.
Parameter | |
---|---|
Name | Description |
contextName |
string
A fully-qualified path representing Context resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromCustomJobName(customJobName)
matchLocationFromCustomJobName(customJobName: string): string | number;
Parse the location from CustomJob resource.
Parameter | |
---|---|
Name | Description |
customJobName |
string
A fully-qualified path representing CustomJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromDataItemName(dataItemName)
matchLocationFromDataItemName(dataItemName: string): string | number;
Parse the location from DataItem resource.
Parameter | |
---|---|
Name | Description |
dataItemName |
string
A fully-qualified path representing DataItem resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromDataLabelingJobName(dataLabelingJobName)
matchLocationFromDataLabelingJobName(dataLabelingJobName: string): string | number;
Parse the location from DataLabelingJob resource.
Parameter | |
---|---|
Name | Description |
dataLabelingJobName |
string
A fully-qualified path representing DataLabelingJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromDatasetName(datasetName)
matchLocationFromDatasetName(datasetName: string): string | number;
Parse the location from Dataset resource.
Parameter | |
---|---|
Name | Description |
datasetName |
string
A fully-qualified path representing Dataset resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromDatasetVersionName(datasetVersionName)
matchLocationFromDatasetVersionName(datasetVersionName: string): string | number;
Parse the location from DatasetVersion resource.
Parameter | |
---|---|
Name | Description |
datasetVersionName |
string
A fully-qualified path representing DatasetVersion resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromEntityTypeName(entityTypeName)
matchLocationFromEntityTypeName(entityTypeName: string): string | number;
Parse the location from EntityType resource.
Parameter | |
---|---|
Name | Description |
entityTypeName |
string
A fully-qualified path representing EntityType resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromExecutionName(executionName)
matchLocationFromExecutionName(executionName: string): string | number;
Parse the location from Execution resource.
Parameter | |
---|---|
Name | Description |
executionName |
string
A fully-qualified path representing Execution resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromFeatureName(featureName)
matchLocationFromFeatureName(featureName: string): string | number;
Parse the location from Feature resource.
Parameter | |
---|---|
Name | Description |
featureName |
string
A fully-qualified path representing Feature resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromFeaturestoreName(featurestoreName)
matchLocationFromFeaturestoreName(featurestoreName: string): string | number;
Parse the location from Featurestore resource.
Parameter | |
---|---|
Name | Description |
featurestoreName |
string
A fully-qualified path representing Featurestore resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromHyperparameterTuningJobName(hyperparameterTuningJobName)
matchLocationFromHyperparameterTuningJobName(hyperparameterTuningJobName: string): string | number;
Parse the location from HyperparameterTuningJob resource.
Parameter | |
---|---|
Name | Description |
hyperparameterTuningJobName |
string
A fully-qualified path representing HyperparameterTuningJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromIndexEndpointName(indexEndpointName)
matchLocationFromIndexEndpointName(indexEndpointName: string): string | number;
Parse the location from IndexEndpoint resource.
Parameter | |
---|---|
Name | Description |
indexEndpointName |
string
A fully-qualified path representing IndexEndpoint resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromIndexName(indexName)
matchLocationFromIndexName(indexName: string): string | number;
Parse the location from Index resource.
Parameter | |
---|---|
Name | Description |
indexName |
string
A fully-qualified path representing Index resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromMetadataSchemaName(metadataSchemaName)
matchLocationFromMetadataSchemaName(metadataSchemaName: string): string | number;
Parse the location from MetadataSchema resource.
Parameter | |
---|---|
Name | Description |
metadataSchemaName |
string
A fully-qualified path representing MetadataSchema resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromMetadataStoreName(metadataStoreName)
matchLocationFromMetadataStoreName(metadataStoreName: string): string | number;
Parse the location from MetadataStore resource.
Parameter | |
---|---|
Name | Description |
metadataStoreName |
string
A fully-qualified path representing MetadataStore resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName)
matchLocationFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName: string): string | number;
Parse the location from ModelDeploymentMonitoringJob resource.
Parameter | |
---|---|
Name | Description |
modelDeploymentMonitoringJobName |
string
A fully-qualified path representing ModelDeploymentMonitoringJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromModelEvaluationName(modelEvaluationName)
matchLocationFromModelEvaluationName(modelEvaluationName: string): string | number;
Parse the location from ModelEvaluation resource.
Parameter | |
---|---|
Name | Description |
modelEvaluationName |
string
A fully-qualified path representing ModelEvaluation resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromModelEvaluationSliceName(modelEvaluationSliceName)
matchLocationFromModelEvaluationSliceName(modelEvaluationSliceName: string): string | number;
Parse the location from ModelEvaluationSlice resource.
Parameter | |
---|---|
Name | Description |
modelEvaluationSliceName |
string
A fully-qualified path representing ModelEvaluationSlice resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromModelName(modelName)
matchLocationFromModelName(modelName: string): string | number;
Parse the location from Model resource.
Parameter | |
---|---|
Name | Description |
modelName |
string
A fully-qualified path representing Model resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromNasJobName(nasJobName)
matchLocationFromNasJobName(nasJobName: string): string | number;
Parse the location from NasJob resource.
Parameter | |
---|---|
Name | Description |
nasJobName |
string
A fully-qualified path representing NasJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromNasTrialDetailName(nasTrialDetailName)
matchLocationFromNasTrialDetailName(nasTrialDetailName: string): string | number;
Parse the location from NasTrialDetail resource.
Parameter | |
---|---|
Name | Description |
nasTrialDetailName |
string
A fully-qualified path representing NasTrialDetail resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromPipelineJobName(pipelineJobName)
matchLocationFromPipelineJobName(pipelineJobName: string): string | number;
Parse the location from PipelineJob resource.
Parameter | |
---|---|
Name | Description |
pipelineJobName |
string
A fully-qualified path representing PipelineJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromProjectLocationEndpointName(projectLocationEndpointName)
matchLocationFromProjectLocationEndpointName(projectLocationEndpointName: string): string | number;
Parse the location from ProjectLocationEndpoint resource.
Parameter | |
---|---|
Name | Description |
projectLocationEndpointName |
string
A fully-qualified path representing project_location_endpoint resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromProjectLocationPublisherModelName(projectLocationPublisherModelName)
matchLocationFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string): string | number;
Parse the location from ProjectLocationPublisherModel resource.
Parameter | |
---|---|
Name | Description |
projectLocationPublisherModelName |
string
A fully-qualified path representing project_location_publisher_model resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromSavedQueryName(savedQueryName)
matchLocationFromSavedQueryName(savedQueryName: string): string | number;
Parse the location from SavedQuery resource.
Parameter | |
---|---|
Name | Description |
savedQueryName |
string
A fully-qualified path representing SavedQuery resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromScheduleName(scheduleName)
matchLocationFromScheduleName(scheduleName: string): string | number;
Parse the location from Schedule resource.
Parameter | |
---|---|
Name | Description |
scheduleName |
string
A fully-qualified path representing Schedule resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromSpecialistPoolName(specialistPoolName)
matchLocationFromSpecialistPoolName(specialistPoolName: string): string | number;
Parse the location from SpecialistPool resource.
Parameter | |
---|---|
Name | Description |
specialistPoolName |
string
A fully-qualified path representing SpecialistPool resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromStudyName(studyName)
matchLocationFromStudyName(studyName: string): string | number;
Parse the location from Study resource.
Parameter | |
---|---|
Name | Description |
studyName |
string
A fully-qualified path representing Study resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromTensorboardExperimentName(tensorboardExperimentName)
matchLocationFromTensorboardExperimentName(tensorboardExperimentName: string): string | number;
Parse the location from TensorboardExperiment resource.
Parameter | |
---|---|
Name | Description |
tensorboardExperimentName |
string
A fully-qualified path representing TensorboardExperiment resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromTensorboardName(tensorboardName)
matchLocationFromTensorboardName(tensorboardName: string): string | number;
Parse the location from Tensorboard resource.
Parameter | |
---|---|
Name | Description |
tensorboardName |
string
A fully-qualified path representing Tensorboard resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromTensorboardRunName(tensorboardRunName)
matchLocationFromTensorboardRunName(tensorboardRunName: string): string | number;
Parse the location from TensorboardRun resource.
Parameter | |
---|---|
Name | Description |
tensorboardRunName |
string
A fully-qualified path representing TensorboardRun resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)
matchLocationFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;
Parse the location from TensorboardTimeSeries resource.
Parameter | |
---|---|
Name | Description |
tensorboardTimeSeriesName |
string
A fully-qualified path representing TensorboardTimeSeries resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromTrainingPipelineName(trainingPipelineName)
matchLocationFromTrainingPipelineName(trainingPipelineName: string): string | number;
Parse the location from TrainingPipeline resource.
Parameter | |
---|---|
Name | Description |
trainingPipelineName |
string
A fully-qualified path representing TrainingPipeline resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchLocationFromTrialName(trialName)
matchLocationFromTrialName(trialName: string): string | number;
Parse the location from Trial resource.
Parameter | |
---|---|
Name | Description |
trialName |
string
A fully-qualified path representing Trial resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the location. |
matchMetadataSchemaFromMetadataSchemaName(metadataSchemaName)
matchMetadataSchemaFromMetadataSchemaName(metadataSchemaName: string): string | number;
Parse the metadata_schema from MetadataSchema resource.
Parameter | |
---|---|
Name | Description |
metadataSchemaName |
string
A fully-qualified path representing MetadataSchema resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the metadata_schema. |
matchMetadataStoreFromArtifactName(artifactName)
matchMetadataStoreFromArtifactName(artifactName: string): string | number;
Parse the metadata_store from Artifact resource.
Parameter | |
---|---|
Name | Description |
artifactName |
string
A fully-qualified path representing Artifact resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the metadata_store. |
matchMetadataStoreFromContextName(contextName)
matchMetadataStoreFromContextName(contextName: string): string | number;
Parse the metadata_store from Context resource.
Parameter | |
---|---|
Name | Description |
contextName |
string
A fully-qualified path representing Context resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the metadata_store. |
matchMetadataStoreFromExecutionName(executionName)
matchMetadataStoreFromExecutionName(executionName: string): string | number;
Parse the metadata_store from Execution resource.
Parameter | |
---|---|
Name | Description |
executionName |
string
A fully-qualified path representing Execution resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the metadata_store. |
matchMetadataStoreFromMetadataSchemaName(metadataSchemaName)
matchMetadataStoreFromMetadataSchemaName(metadataSchemaName: string): string | number;
Parse the metadata_store from MetadataSchema resource.
Parameter | |
---|---|
Name | Description |
metadataSchemaName |
string
A fully-qualified path representing MetadataSchema resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the metadata_store. |
matchMetadataStoreFromMetadataStoreName(metadataStoreName)
matchMetadataStoreFromMetadataStoreName(metadataStoreName: string): string | number;
Parse the metadata_store from MetadataStore resource.
Parameter | |
---|---|
Name | Description |
metadataStoreName |
string
A fully-qualified path representing MetadataStore resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the metadata_store. |
matchModelDeploymentMonitoringJobFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName)
matchModelDeploymentMonitoringJobFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName: string): string | number;
Parse the model_deployment_monitoring_job from ModelDeploymentMonitoringJob resource.
Parameter | |
---|---|
Name | Description |
modelDeploymentMonitoringJobName |
string
A fully-qualified path representing ModelDeploymentMonitoringJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the model_deployment_monitoring_job. |
matchModelFromModelEvaluationName(modelEvaluationName)
matchModelFromModelEvaluationName(modelEvaluationName: string): string | number;
Parse the model from ModelEvaluation resource.
Parameter | |
---|---|
Name | Description |
modelEvaluationName |
string
A fully-qualified path representing ModelEvaluation resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the model. |
matchModelFromModelEvaluationSliceName(modelEvaluationSliceName)
matchModelFromModelEvaluationSliceName(modelEvaluationSliceName: string): string | number;
Parse the model from ModelEvaluationSlice resource.
Parameter | |
---|---|
Name | Description |
modelEvaluationSliceName |
string
A fully-qualified path representing ModelEvaluationSlice resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the model. |
matchModelFromModelName(modelName)
matchModelFromModelName(modelName: string): string | number;
Parse the model from Model resource.
Parameter | |
---|---|
Name | Description |
modelName |
string
A fully-qualified path representing Model resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the model. |
matchModelFromProjectLocationPublisherModelName(projectLocationPublisherModelName)
matchModelFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string): string | number;
Parse the model from ProjectLocationPublisherModel resource.
Parameter | |
---|---|
Name | Description |
projectLocationPublisherModelName |
string
A fully-qualified path representing project_location_publisher_model resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the model. |
matchModelFromPublisherModelName(publisherModelName)
matchModelFromPublisherModelName(publisherModelName: string): string | number;
Parse the model from PublisherModel resource.
Parameter | |
---|---|
Name | Description |
publisherModelName |
string
A fully-qualified path representing PublisherModel resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the model. |
matchNasJobFromNasJobName(nasJobName)
matchNasJobFromNasJobName(nasJobName: string): string | number;
Parse the nas_job from NasJob resource.
Parameter | |
---|---|
Name | Description |
nasJobName |
string
A fully-qualified path representing NasJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the nas_job. |
matchNasJobFromNasTrialDetailName(nasTrialDetailName)
matchNasJobFromNasTrialDetailName(nasTrialDetailName: string): string | number;
Parse the nas_job from NasTrialDetail resource.
Parameter | |
---|---|
Name | Description |
nasTrialDetailName |
string
A fully-qualified path representing NasTrialDetail resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the nas_job. |
matchNasTrialDetailFromNasTrialDetailName(nasTrialDetailName)
matchNasTrialDetailFromNasTrialDetailName(nasTrialDetailName: string): string | number;
Parse the nas_trial_detail from NasTrialDetail resource.
Parameter | |
---|---|
Name | Description |
nasTrialDetailName |
string
A fully-qualified path representing NasTrialDetail resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the nas_trial_detail. |
matchPipelineJobFromPipelineJobName(pipelineJobName)
matchPipelineJobFromPipelineJobName(pipelineJobName: string): string | number;
Parse the pipeline_job from PipelineJob resource.
Parameter | |
---|---|
Name | Description |
pipelineJobName |
string
A fully-qualified path representing PipelineJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the pipeline_job. |
matchProjectFromAnnotationName(annotationName)
matchProjectFromAnnotationName(annotationName: string): string | number;
Parse the project from Annotation resource.
Parameter | |
---|---|
Name | Description |
annotationName |
string
A fully-qualified path representing Annotation resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromAnnotationSpecName(annotationSpecName)
matchProjectFromAnnotationSpecName(annotationSpecName: string): string | number;
Parse the project from AnnotationSpec resource.
Parameter | |
---|---|
Name | Description |
annotationSpecName |
string
A fully-qualified path representing AnnotationSpec resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromArtifactName(artifactName)
matchProjectFromArtifactName(artifactName: string): string | number;
Parse the project from Artifact resource.
Parameter | |
---|---|
Name | Description |
artifactName |
string
A fully-qualified path representing Artifact resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromBatchPredictionJobName(batchPredictionJobName)
matchProjectFromBatchPredictionJobName(batchPredictionJobName: string): string | number;
Parse the project from BatchPredictionJob resource.
Parameter | |
---|---|
Name | Description |
batchPredictionJobName |
string
A fully-qualified path representing BatchPredictionJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromContextName(contextName)
matchProjectFromContextName(contextName: string): string | number;
Parse the project from Context resource.
Parameter | |
---|---|
Name | Description |
contextName |
string
A fully-qualified path representing Context resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromCustomJobName(customJobName)
matchProjectFromCustomJobName(customJobName: string): string | number;
Parse the project from CustomJob resource.
Parameter | |
---|---|
Name | Description |
customJobName |
string
A fully-qualified path representing CustomJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromDataItemName(dataItemName)
matchProjectFromDataItemName(dataItemName: string): string | number;
Parse the project from DataItem resource.
Parameter | |
---|---|
Name | Description |
dataItemName |
string
A fully-qualified path representing DataItem resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromDataLabelingJobName(dataLabelingJobName)
matchProjectFromDataLabelingJobName(dataLabelingJobName: string): string | number;
Parse the project from DataLabelingJob resource.
Parameter | |
---|---|
Name | Description |
dataLabelingJobName |
string
A fully-qualified path representing DataLabelingJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromDatasetName(datasetName)
matchProjectFromDatasetName(datasetName: string): string | number;
Parse the project from Dataset resource.
Parameter | |
---|---|
Name | Description |
datasetName |
string
A fully-qualified path representing Dataset resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromDatasetVersionName(datasetVersionName)
matchProjectFromDatasetVersionName(datasetVersionName: string): string | number;
Parse the project from DatasetVersion resource.
Parameter | |
---|---|
Name | Description |
datasetVersionName |
string
A fully-qualified path representing DatasetVersion resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromEntityTypeName(entityTypeName)
matchProjectFromEntityTypeName(entityTypeName: string): string | number;
Parse the project from EntityType resource.
Parameter | |
---|---|
Name | Description |
entityTypeName |
string
A fully-qualified path representing EntityType resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromExecutionName(executionName)
matchProjectFromExecutionName(executionName: string): string | number;
Parse the project from Execution resource.
Parameter | |
---|---|
Name | Description |
executionName |
string
A fully-qualified path representing Execution resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromFeatureName(featureName)
matchProjectFromFeatureName(featureName: string): string | number;
Parse the project from Feature resource.
Parameter | |
---|---|
Name | Description |
featureName |
string
A fully-qualified path representing Feature resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromFeaturestoreName(featurestoreName)
matchProjectFromFeaturestoreName(featurestoreName: string): string | number;
Parse the project from Featurestore resource.
Parameter | |
---|---|
Name | Description |
featurestoreName |
string
A fully-qualified path representing Featurestore resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromHyperparameterTuningJobName(hyperparameterTuningJobName)
matchProjectFromHyperparameterTuningJobName(hyperparameterTuningJobName: string): string | number;
Parse the project from HyperparameterTuningJob resource.
Parameter | |
---|---|
Name | Description |
hyperparameterTuningJobName |
string
A fully-qualified path representing HyperparameterTuningJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromIndexEndpointName(indexEndpointName)
matchProjectFromIndexEndpointName(indexEndpointName: string): string | number;
Parse the project from IndexEndpoint resource.
Parameter | |
---|---|
Name | Description |
indexEndpointName |
string
A fully-qualified path representing IndexEndpoint resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromIndexName(indexName)
matchProjectFromIndexName(indexName: string): string | number;
Parse the project from Index resource.
Parameter | |
---|---|
Name | Description |
indexName |
string
A fully-qualified path representing Index resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromMetadataSchemaName(metadataSchemaName)
matchProjectFromMetadataSchemaName(metadataSchemaName: string): string | number;
Parse the project from MetadataSchema resource.
Parameter | |
---|---|
Name | Description |
metadataSchemaName |
string
A fully-qualified path representing MetadataSchema resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromMetadataStoreName(metadataStoreName)
matchProjectFromMetadataStoreName(metadataStoreName: string): string | number;
Parse the project from MetadataStore resource.
Parameter | |
---|---|
Name | Description |
metadataStoreName |
string
A fully-qualified path representing MetadataStore resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName)
matchProjectFromModelDeploymentMonitoringJobName(modelDeploymentMonitoringJobName: string): string | number;
Parse the project from ModelDeploymentMonitoringJob resource.
Parameter | |
---|---|
Name | Description |
modelDeploymentMonitoringJobName |
string
A fully-qualified path representing ModelDeploymentMonitoringJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromModelEvaluationName(modelEvaluationName)
matchProjectFromModelEvaluationName(modelEvaluationName: string): string | number;
Parse the project from ModelEvaluation resource.
Parameter | |
---|---|
Name | Description |
modelEvaluationName |
string
A fully-qualified path representing ModelEvaluation resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromModelEvaluationSliceName(modelEvaluationSliceName)
matchProjectFromModelEvaluationSliceName(modelEvaluationSliceName: string): string | number;
Parse the project from ModelEvaluationSlice resource.
Parameter | |
---|---|
Name | Description |
modelEvaluationSliceName |
string
A fully-qualified path representing ModelEvaluationSlice resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromModelName(modelName)
matchProjectFromModelName(modelName: string): string | number;
Parse the project from Model resource.
Parameter | |
---|---|
Name | Description |
modelName |
string
A fully-qualified path representing Model resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromNasJobName(nasJobName)
matchProjectFromNasJobName(nasJobName: string): string | number;
Parse the project from NasJob resource.
Parameter | |
---|---|
Name | Description |
nasJobName |
string
A fully-qualified path representing NasJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromNasTrialDetailName(nasTrialDetailName)
matchProjectFromNasTrialDetailName(nasTrialDetailName: string): string | number;
Parse the project from NasTrialDetail resource.
Parameter | |
---|---|
Name | Description |
nasTrialDetailName |
string
A fully-qualified path representing NasTrialDetail resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromPipelineJobName(pipelineJobName)
matchProjectFromPipelineJobName(pipelineJobName: string): string | number;
Parse the project from PipelineJob resource.
Parameter | |
---|---|
Name | Description |
pipelineJobName |
string
A fully-qualified path representing PipelineJob resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromProjectLocationEndpointName(projectLocationEndpointName)
matchProjectFromProjectLocationEndpointName(projectLocationEndpointName: string): string | number;
Parse the project from ProjectLocationEndpoint resource.
Parameter | |
---|---|
Name | Description |
projectLocationEndpointName |
string
A fully-qualified path representing project_location_endpoint resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromProjectLocationPublisherModelName(projectLocationPublisherModelName)
matchProjectFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string): string | number;
Parse the project from ProjectLocationPublisherModel resource.
Parameter | |
---|---|
Name | Description |
projectLocationPublisherModelName |
string
A fully-qualified path representing project_location_publisher_model resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromSavedQueryName(savedQueryName)
matchProjectFromSavedQueryName(savedQueryName: string): string | number;
Parse the project from SavedQuery resource.
Parameter | |
---|---|
Name | Description |
savedQueryName |
string
A fully-qualified path representing SavedQuery resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromScheduleName(scheduleName)
matchProjectFromScheduleName(scheduleName: string): string | number;
Parse the project from Schedule resource.
Parameter | |
---|---|
Name | Description |
scheduleName |
string
A fully-qualified path representing Schedule resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromSpecialistPoolName(specialistPoolName)
matchProjectFromSpecialistPoolName(specialistPoolName: string): string | number;
Parse the project from SpecialistPool resource.
Parameter | |
---|---|
Name | Description |
specialistPoolName |
string
A fully-qualified path representing SpecialistPool resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromStudyName(studyName)
matchProjectFromStudyName(studyName: string): string | number;
Parse the project from Study resource.
Parameter | |
---|---|
Name | Description |
studyName |
string
A fully-qualified path representing Study resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromTensorboardExperimentName(tensorboardExperimentName)
matchProjectFromTensorboardExperimentName(tensorboardExperimentName: string): string | number;
Parse the project from TensorboardExperiment resource.
Parameter | |
---|---|
Name | Description |
tensorboardExperimentName |
string
A fully-qualified path representing TensorboardExperiment resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromTensorboardName(tensorboardName)
matchProjectFromTensorboardName(tensorboardName: string): string | number;
Parse the project from Tensorboard resource.
Parameter | |
---|---|
Name | Description |
tensorboardName |
string
A fully-qualified path representing Tensorboard resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromTensorboardRunName(tensorboardRunName)
matchProjectFromTensorboardRunName(tensorboardRunName: string): string | number;
Parse the project from TensorboardRun resource.
Parameter | |
---|---|
Name | Description |
tensorboardRunName |
string
A fully-qualified path representing TensorboardRun resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)
matchProjectFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;
Parse the project from TensorboardTimeSeries resource.
Parameter | |
---|---|
Name | Description |
tensorboardTimeSeriesName |
string
A fully-qualified path representing TensorboardTimeSeries resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromTrainingPipelineName(trainingPipelineName)
matchProjectFromTrainingPipelineName(trainingPipelineName: string): string | number;
Parse the project from TrainingPipeline resource.
Parameter | |
---|---|
Name | Description |
trainingPipelineName |
string
A fully-qualified path representing TrainingPipeline resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchProjectFromTrialName(trialName)
matchProjectFromTrialName(trialName: string): string | number;
Parse the project from Trial resource.
Parameter | |
---|---|
Name | Description |
trialName |
string
A fully-qualified path representing Trial resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the project. |
matchPublisherFromProjectLocationPublisherModelName(projectLocationPublisherModelName)
matchPublisherFromProjectLocationPublisherModelName(projectLocationPublisherModelName: string): string | number;
Parse the publisher from ProjectLocationPublisherModel resource.
Parameter | |
---|---|
Name | Description |
projectLocationPublisherModelName |
string
A fully-qualified path representing project_location_publisher_model resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the publisher. |
matchPublisherFromPublisherModelName(publisherModelName)
matchPublisherFromPublisherModelName(publisherModelName: string): string | number;
Parse the publisher from PublisherModel resource.
Parameter | |
---|---|
Name | Description |
publisherModelName |
string
A fully-qualified path representing PublisherModel resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the publisher. |
matchRunFromTensorboardRunName(tensorboardRunName)
matchRunFromTensorboardRunName(tensorboardRunName: string): string | number;
Parse the run from TensorboardRun resource.
Parameter | |
---|---|
Name | Description |
tensorboardRunName |
string
A fully-qualified path representing TensorboardRun resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the run. |
matchRunFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)
matchRunFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;
Parse the run from TensorboardTimeSeries resource.
Parameter | |
---|---|
Name | Description |
tensorboardTimeSeriesName |
string
A fully-qualified path representing TensorboardTimeSeries resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the run. |
matchSavedQueryFromSavedQueryName(savedQueryName)
matchSavedQueryFromSavedQueryName(savedQueryName: string): string | number;
Parse the saved_query from SavedQuery resource.
Parameter | |
---|---|
Name | Description |
savedQueryName |
string
A fully-qualified path representing SavedQuery resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the saved_query. |
matchScheduleFromScheduleName(scheduleName)
matchScheduleFromScheduleName(scheduleName: string): string | number;
Parse the schedule from Schedule resource.
Parameter | |
---|---|
Name | Description |
scheduleName |
string
A fully-qualified path representing Schedule resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the schedule. |
matchSliceFromModelEvaluationSliceName(modelEvaluationSliceName)
matchSliceFromModelEvaluationSliceName(modelEvaluationSliceName: string): string | number;
Parse the slice from ModelEvaluationSlice resource.
Parameter | |
---|---|
Name | Description |
modelEvaluationSliceName |
string
A fully-qualified path representing ModelEvaluationSlice resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the slice. |
matchSpecialistPoolFromSpecialistPoolName(specialistPoolName)
matchSpecialistPoolFromSpecialistPoolName(specialistPoolName: string): string | number;
Parse the specialist_pool from SpecialistPool resource.
Parameter | |
---|---|
Name | Description |
specialistPoolName |
string
A fully-qualified path representing SpecialistPool resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the specialist_pool. |
matchStudyFromStudyName(studyName)
matchStudyFromStudyName(studyName: string): string | number;
Parse the study from Study resource.
Parameter | |
---|---|
Name | Description |
studyName |
string
A fully-qualified path representing Study resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the study. |
matchStudyFromTrialName(trialName)
matchStudyFromTrialName(trialName: string): string | number;
Parse the study from Trial resource.
Parameter | |
---|---|
Name | Description |
trialName |
string
A fully-qualified path representing Trial resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the study. |
matchTensorboardFromTensorboardExperimentName(tensorboardExperimentName)
matchTensorboardFromTensorboardExperimentName(tensorboardExperimentName: string): string | number;
Parse the tensorboard from TensorboardExperiment resource.
Parameter | |
---|---|
Name | Description |
tensorboardExperimentName |
string
A fully-qualified path representing TensorboardExperiment resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the tensorboard. |
matchTensorboardFromTensorboardName(tensorboardName)
matchTensorboardFromTensorboardName(tensorboardName: string): string | number;
Parse the tensorboard from Tensorboard resource.
Parameter | |
---|---|
Name | Description |
tensorboardName |
string
A fully-qualified path representing Tensorboard resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the tensorboard. |
matchTensorboardFromTensorboardRunName(tensorboardRunName)
matchTensorboardFromTensorboardRunName(tensorboardRunName: string): string | number;
Parse the tensorboard from TensorboardRun resource.
Parameter | |
---|---|
Name | Description |
tensorboardRunName |
string
A fully-qualified path representing TensorboardRun resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the tensorboard. |
matchTensorboardFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)
matchTensorboardFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;
Parse the tensorboard from TensorboardTimeSeries resource.
Parameter | |
---|---|
Name | Description |
tensorboardTimeSeriesName |
string
A fully-qualified path representing TensorboardTimeSeries resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the tensorboard. |
matchTimeSeriesFromTensorboardTimeSeriesName(tensorboardTimeSeriesName)
matchTimeSeriesFromTensorboardTimeSeriesName(tensorboardTimeSeriesName: string): string | number;
Parse the time_series from TensorboardTimeSeries resource.
Parameter | |
---|---|
Name | Description |
tensorboardTimeSeriesName |
string
A fully-qualified path representing TensorboardTimeSeries resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the time_series. |
matchTrainingPipelineFromTrainingPipelineName(trainingPipelineName)
matchTrainingPipelineFromTrainingPipelineName(trainingPipelineName: string): string | number;
Parse the training_pipeline from TrainingPipeline resource.
Parameter | |
---|---|
Name | Description |
trainingPipelineName |
string
A fully-qualified path representing TrainingPipeline resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the training_pipeline. |
matchTrialFromTrialName(trialName)
matchTrialFromTrialName(trialName: string): string | number;
Parse the trial from Trial resource.
Parameter | |
---|---|
Name | Description |
trialName |
string
A fully-qualified path representing Trial resource. |
Returns | |
---|---|
Type | Description |
string | number | {string} A string representing the trial. |
metadataSchemaPath(project, location, metadataStore, metadataSchema)
metadataSchemaPath(project: string, location: string, metadataStore: string, metadataSchema: string): string;
Return a fully-qualified metadataSchema resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
metadataStore |
string
|
metadataSchema |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
metadataStorePath(project, location, metadataStore)
metadataStorePath(project: string, location: string, metadataStore: string): string;
Return a fully-qualified metadataStore resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
metadataStore |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
modelDeploymentMonitoringJobPath(project, location, modelDeploymentMonitoringJob)
modelDeploymentMonitoringJobPath(project: string, location: string, modelDeploymentMonitoringJob: string): string;
Return a fully-qualified modelDeploymentMonitoringJob resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
modelDeploymentMonitoringJob |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
modelEvaluationPath(project, location, model, evaluation)
modelEvaluationPath(project: string, location: string, model: string, evaluation: string): string;
Return a fully-qualified modelEvaluation resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
model |
string
|
evaluation |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
modelEvaluationSlicePath(project, location, model, evaluation, slice)
modelEvaluationSlicePath(project: string, location: string, model: string, evaluation: string, slice: string): string;
Return a fully-qualified modelEvaluationSlice resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
model |
string
|
evaluation |
string
|
slice |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
modelPath(project, location, model)
modelPath(project: string, location: string, model: string): string;
Return a fully-qualified model resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
model |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
nasJobPath(project, location, nasJob)
nasJobPath(project: string, location: string, nasJob: string): string;
Return a fully-qualified nasJob resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
nasJob |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
nasTrialDetailPath(project, location, nasJob, nasTrialDetail)
nasTrialDetailPath(project: string, location: string, nasJob: string, nasTrialDetail: string): string;
Return a fully-qualified nasTrialDetail resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
nasJob |
string
|
nasTrialDetail |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
pipelineJobPath(project, location, pipelineJob)
pipelineJobPath(project: string, location: string, pipelineJob: string): string;
Return a fully-qualified pipelineJob resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
pipelineJob |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
projectLocationEndpointPath(project, location, endpoint)
projectLocationEndpointPath(project: string, location: string, endpoint: string): string;
Return a fully-qualified projectLocationEndpoint resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
endpoint |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
projectLocationPublisherModelPath(project, location, publisher, model)
projectLocationPublisherModelPath(project: string, location: string, publisher: string, model: string): string;
Return a fully-qualified projectLocationPublisherModel resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
publisher |
string
|
model |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
publisherModelPath(publisher, model)
publisherModelPath(publisher: string, model: string): string;
Return a fully-qualified publisherModel resource name string.
Parameters | |
---|---|
Name | Description |
publisher |
string
|
model |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
readFeatureValues(request, options)
readFeatureValues(request?: protos.google.cloud.aiplatform.v1.IReadFeatureValuesRequest, options?: CallOptions): Promise<[
protos.google.cloud.aiplatform.v1.IReadFeatureValuesResponse,
protos.google.cloud.aiplatform.v1.IReadFeatureValuesRequest | undefined,
{} | undefined
]>;
Reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.
Parameters | |
---|---|
Name | Description |
request |
IReadFeatureValuesRequest
The request object that will be sent. |
options |
CallOptions
Call options. See CallOptions for more details. |
Returns | |
---|---|
Type | Description |
Promise<[
protos.google.cloud.aiplatform.v1.IReadFeatureValuesResponse,
protos.google.cloud.aiplatform.v1.IReadFeatureValuesRequest | undefined,
{} | undefined
]> | {Promise} - The promise which resolves to an array. The first element of the array is an object representing . Please see the documentation for more details and examples. |
/**
* This snippet has been automatically generated and should be regarded as a code template only.
* It will require modifications to work.
* It may require correct/in-range values for request initialization.
* TODO(developer): Uncomment these variables before running the sample.
*/
/**
* Required. The resource name of the EntityType for the entity being read.
* Value format:
* `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`.
* For example, for a machine learning model predicting user clicks on a
* website, an EntityType ID could be `user`.
*/
// const entityType = 'abc123'
/**
* Required. ID for a specific entity. For example,
* for a machine learning model predicting user clicks on a website, an entity
* ID could be `user_123`.
*/
// const entityId = 'abc123'
/**
* Required. Selector choosing Features of the target EntityType.
*/
// const featureSelector = {}
// Imports the Aiplatform library
const {FeaturestoreOnlineServingServiceClient} = require('@google-cloud/aiplatform').v1;
// Instantiates a client
const aiplatformClient = new FeaturestoreOnlineServingServiceClient();
async function callReadFeatureValues() {
// Construct request
const request = {
entityType,
entityId,
featureSelector,
};
// Run request
const response = await aiplatformClient.readFeatureValues(request);
console.log(response);
}
callReadFeatureValues();
readFeatureValues(request, options, callback)
readFeatureValues(request: protos.google.cloud.aiplatform.v1.IReadFeatureValuesRequest, options: CallOptions, callback: Callback<protos.google.cloud.aiplatform.v1.IReadFeatureValuesResponse, protos.google.cloud.aiplatform.v1.IReadFeatureValuesRequest | null | undefined, {} | null | undefined>): void;
Parameters | |
---|---|
Name | Description |
request |
IReadFeatureValuesRequest
|
options |
CallOptions
|
callback |
Callback<protos.google.cloud.aiplatform.v1.IReadFeatureValuesResponse, protos.google.cloud.aiplatform.v1.IReadFeatureValuesRequest | null | undefined, {} | null | undefined>
|
Returns | |
---|---|
Type | Description |
void |
readFeatureValues(request, callback)
readFeatureValues(request: protos.google.cloud.aiplatform.v1.IReadFeatureValuesRequest, callback: Callback<protos.google.cloud.aiplatform.v1.IReadFeatureValuesResponse, protos.google.cloud.aiplatform.v1.IReadFeatureValuesRequest | null | undefined, {} | null | undefined>): void;
Parameters | |
---|---|
Name | Description |
request |
IReadFeatureValuesRequest
|
callback |
Callback<protos.google.cloud.aiplatform.v1.IReadFeatureValuesResponse, protos.google.cloud.aiplatform.v1.IReadFeatureValuesRequest | null | undefined, {} | null | undefined>
|
Returns | |
---|---|
Type | Description |
void |
savedQueryPath(project, location, dataset, savedQuery)
savedQueryPath(project: string, location: string, dataset: string, savedQuery: string): string;
Return a fully-qualified savedQuery resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
dataset |
string
|
savedQuery |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
schedulePath(project, location, schedule)
schedulePath(project: string, location: string, schedule: string): string;
Return a fully-qualified schedule resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
schedule |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
setIamPolicy(request, options, callback)
setIamPolicy(request: IamProtos.google.iam.v1.SetIamPolicyRequest, options?: gax.CallOptions | Callback<IamProtos.google.iam.v1.Policy, IamProtos.google.iam.v1.SetIamPolicyRequest | null | undefined, {} | null | undefined>, callback?: Callback<IamProtos.google.iam.v1.Policy, IamProtos.google.iam.v1.SetIamPolicyRequest | null | undefined, {} | null | undefined>): Promise<[IamProtos.google.iam.v1.Policy]>;
Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.
Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.
Parameters | |
---|---|
Name | Description |
request |
IamProtos.google.iam.v1.SetIamPolicyRequest
The request object that will be sent. |
options |
CallOptions | Callback<google.iam.v1.Policy, google.iam.v1.SetIamPolicyRequest | null | undefined, {} | null | undefined>
Optional parameters. You can override the default settings for this call, e.g, timeout, retries, paginations, etc. See gax.CallOptions for the details. |
callback |
Callback<google.iam.v1.Policy, google.iam.v1.SetIamPolicyRequest | null | undefined, {} | null | undefined>
The function which will be called with the result of the API call. The second parameter to the callback is an object representing . |
Returns | |
---|---|
Type | Description |
Promise<[google.iam.v1.Policy]> | {Promise} - The promise which resolves to an array. The first element of the array is an object representing . The promise has a method named "cancel" which cancels the ongoing API call. |
specialistPoolPath(project, location, specialistPool)
specialistPoolPath(project: string, location: string, specialistPool: string): string;
Return a fully-qualified specialistPool resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
specialistPool |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
streamingReadFeatureValues(request, options)
streamingReadFeatureValues(request?: protos.google.cloud.aiplatform.v1.IStreamingReadFeatureValuesRequest, options?: CallOptions): gax.CancellableStream;
Reads Feature values for multiple entities. Depending on their size, data for different entities may be broken up across multiple responses.
Parameters | |
---|---|
Name | Description |
request |
IStreamingReadFeatureValuesRequest
The request object that will be sent. |
options |
CallOptions
Call options. See CallOptions for more details. |
Returns | |
---|---|
Type | Description |
gax.CancellableStream | {Stream} An object stream which emits on 'data' event. Please see the documentation for more details and examples. |
/**
* This snippet has been automatically generated and should be regarded as a code template only.
* It will require modifications to work.
* It may require correct/in-range values for request initialization.
* TODO(developer): Uncomment these variables before running the sample.
*/
/**
* Required. The resource name of the entities' type.
* Value format:
* `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`.
* For example,
* for a machine learning model predicting user clicks on a website, an
* EntityType ID could be `user`.
*/
// const entityType = 'abc123'
/**
* Required. IDs of entities to read Feature values of. The maximum number of
* IDs is 100. For example, for a machine learning model predicting user
* clicks on a website, an entity ID could be `user_123`.
*/
// const entityIds = ['abc','def']
/**
* Required. Selector choosing Features of the target EntityType. Feature IDs
* will be deduplicated.
*/
// const featureSelector = {}
// Imports the Aiplatform library
const {FeaturestoreOnlineServingServiceClient} = require('@google-cloud/aiplatform').v1;
// Instantiates a client
const aiplatformClient = new FeaturestoreOnlineServingServiceClient();
async function callStreamingReadFeatureValues() {
// Construct request
const request = {
entityType,
entityIds,
featureSelector,
};
// Run request
const stream = await aiplatformClient.streamingReadFeatureValues(request);
stream.on('data', (response) => { console.log(response) });
stream.on('error', (err) => { throw(err) });
stream.on('end', () => { /* API call completed */ });
}
callStreamingReadFeatureValues();
studyPath(project, location, study)
studyPath(project: string, location: string, study: string): string;
Return a fully-qualified study resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
study |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
tensorboardExperimentPath(project, location, tensorboard, experiment)
tensorboardExperimentPath(project: string, location: string, tensorboard: string, experiment: string): string;
Return a fully-qualified tensorboardExperiment resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
tensorboard |
string
|
experiment |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
tensorboardPath(project, location, tensorboard)
tensorboardPath(project: string, location: string, tensorboard: string): string;
Return a fully-qualified tensorboard resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
tensorboard |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
tensorboardRunPath(project, location, tensorboard, experiment, run)
tensorboardRunPath(project: string, location: string, tensorboard: string, experiment: string, run: string): string;
Return a fully-qualified tensorboardRun resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
tensorboard |
string
|
experiment |
string
|
run |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
tensorboardTimeSeriesPath(project, location, tensorboard, experiment, run, timeSeries)
tensorboardTimeSeriesPath(project: string, location: string, tensorboard: string, experiment: string, run: string, timeSeries: string): string;
Return a fully-qualified tensorboardTimeSeries resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
tensorboard |
string
|
experiment |
string
|
run |
string
|
timeSeries |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
testIamPermissions(request, options, callback)
testIamPermissions(request: IamProtos.google.iam.v1.TestIamPermissionsRequest, options?: gax.CallOptions | Callback<IamProtos.google.iam.v1.TestIamPermissionsResponse, IamProtos.google.iam.v1.TestIamPermissionsRequest | null | undefined, {} | null | undefined>, callback?: Callback<IamProtos.google.iam.v1.TestIamPermissionsResponse, IamProtos.google.iam.v1.TestIamPermissionsRequest | null | undefined, {} | null | undefined>): Promise<[IamProtos.google.iam.v1.TestIamPermissionsResponse]>;
Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.
Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.
Parameters | |
---|---|
Name | Description |
request |
IamProtos.google.iam.v1.TestIamPermissionsRequest
The request object that will be sent. |
options |
CallOptions | Callback<google.iam.v1.TestIamPermissionsResponse, google.iam.v1.TestIamPermissionsRequest | null | undefined, {} | null | undefined>
Optional parameters. You can override the default settings for this call, e.g, timeout, retries, paginations, etc. See gax.CallOptions for the details. |
callback |
Callback<google.iam.v1.TestIamPermissionsResponse, google.iam.v1.TestIamPermissionsRequest | null | undefined, {} | null | undefined>
The function which will be called with the result of the API call. The second parameter to the callback is an object representing . |
Returns | |
---|---|
Type | Description |
Promise<[google.iam.v1.TestIamPermissionsResponse]> | {Promise} - The promise which resolves to an array. The first element of the array is an object representing . The promise has a method named "cancel" which cancels the ongoing API call. |
trainingPipelinePath(project, location, trainingPipeline)
trainingPipelinePath(project: string, location: string, trainingPipeline: string): string;
Return a fully-qualified trainingPipeline resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
trainingPipeline |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
trialPath(project, location, study, trial)
trialPath(project: string, location: string, study: string, trial: string): string;
Return a fully-qualified trial resource name string.
Parameters | |
---|---|
Name | Description |
project |
string
|
location |
string
|
study |
string
|
trial |
string
|
Returns | |
---|---|
Type | Description |
string | {string} Resource name string. |
writeFeatureValues(request, options)
writeFeatureValues(request?: protos.google.cloud.aiplatform.v1.IWriteFeatureValuesRequest, options?: CallOptions): Promise<[
protos.google.cloud.aiplatform.v1.IWriteFeatureValuesResponse,
protos.google.cloud.aiplatform.v1.IWriteFeatureValuesRequest | undefined,
{} | undefined
]>;
Writes Feature values of one or more entities of an EntityType.
The Feature values are merged into existing entities if any. The Feature values to be written must have timestamp within the online storage retention.
Parameters | |
---|---|
Name | Description |
request |
IWriteFeatureValuesRequest
The request object that will be sent. |
options |
CallOptions
Call options. See CallOptions for more details. |
Returns | |
---|---|
Type | Description |
Promise<[
protos.google.cloud.aiplatform.v1.IWriteFeatureValuesResponse,
protos.google.cloud.aiplatform.v1.IWriteFeatureValuesRequest | undefined,
{} | undefined
]> | {Promise} - The promise which resolves to an array. The first element of the array is an object representing WriteFeatureValuesResponse. Please see the documentation for more details and examples. |
/**
* This snippet has been automatically generated and should be regarded as a code template only.
* It will require modifications to work.
* It may require correct/in-range values for request initialization.
* TODO(developer): Uncomment these variables before running the sample.
*/
/**
* Required. The resource name of the EntityType for the entities being
* written. Value format:
* `projects/{project}/locations/{location}/featurestores/
* {featurestore}/entityTypes/{entityType}`. For example,
* for a machine learning model predicting user clicks on a website, an
* EntityType ID could be `user`.
*/
// const entityType = 'abc123'
/**
* Required. The entities to be written. Up to 100,000 feature values can be
* written across all `payloads`.
*/
// const payloads = [1,2,3,4]
// Imports the Aiplatform library
const {FeaturestoreOnlineServingServiceClient} = require('@google-cloud/aiplatform').v1;
// Instantiates a client
const aiplatformClient = new FeaturestoreOnlineServingServiceClient();
async function callWriteFeatureValues() {
// Construct request
const request = {
entityType,
payloads,
};
// Run request
const response = await aiplatformClient.writeFeatureValues(request);
console.log(response);
}
callWriteFeatureValues();
writeFeatureValues(request, options, callback)
writeFeatureValues(request: protos.google.cloud.aiplatform.v1.IWriteFeatureValuesRequest, options: CallOptions, callback: Callback<protos.google.cloud.aiplatform.v1.IWriteFeatureValuesResponse, protos.google.cloud.aiplatform.v1.IWriteFeatureValuesRequest | null | undefined, {} | null | undefined>): void;
Parameters | |
---|---|
Name | Description |
request |
IWriteFeatureValuesRequest
|
options |
CallOptions
|
callback |
Callback<protos.google.cloud.aiplatform.v1.IWriteFeatureValuesResponse, protos.google.cloud.aiplatform.v1.IWriteFeatureValuesRequest | null | undefined, {} | null | undefined>
|
Returns | |
---|---|
Type | Description |
void |
writeFeatureValues(request, callback)
writeFeatureValues(request: protos.google.cloud.aiplatform.v1.IWriteFeatureValuesRequest, callback: Callback<protos.google.cloud.aiplatform.v1.IWriteFeatureValuesResponse, protos.google.cloud.aiplatform.v1.IWriteFeatureValuesRequest | null | undefined, {} | null | undefined>): void;
Parameters | |
---|---|
Name | Description |
request |
IWriteFeatureValuesRequest
|
callback |
Callback<protos.google.cloud.aiplatform.v1.IWriteFeatureValuesResponse, protos.google.cloud.aiplatform.v1.IWriteFeatureValuesRequest | null | undefined, {} | null | undefined>
|
Returns | |
---|---|
Type | Description |
void |