Class v2beta.PredictionServiceClient (3.6.0)

Service for making recommendation prediction. v2beta

Package

Constructors

(constructor)(opts, gaxInstance)

constructor(opts?: ClientOptions, gaxInstance?: typeof gax | typeof gax.fallback);

Construct an instance of PredictionServiceClient.

Parameters
Name	Description
`opts`	`ClientOptions`
`gaxInstance`	`typeof gax \| typeof fallback` : loaded instance of `google-gax`. Useful if you need to avoid loading the default gRPC version and want to use the fallback HTTP implementation. Load only fallback version and pass it to the constructor: ``` const gax = require('google-gax/build/src/fallback'); // avoids loading google-gax with gRPC const client = new PredictionServiceClient({fallback: true}, gax); ```

Properties

apiEndpoint

get apiEndpoint(): string;

The DNS address for this API service.

apiEndpoint

static get apiEndpoint(): string;

The DNS address for this API service - same as servicePath.

auth

auth: gax.GoogleAuth;

descriptors

descriptors: Descriptors;

innerApiCalls

innerApiCalls: {
        [name: string]: Function;
    };

locationsClient

locationsClient: LocationsClient;

operationsClient

operationsClient: gax.OperationsClient;

pathTemplates

pathTemplates: {
        [name: string]: gax.PathTemplate;
    };

port

static get port(): number;

The port for this API service.

predictionServiceStub

predictionServiceStub?: Promise<{
        [name: string]: Function;
    }>;

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.

universeDomain

get universeDomain(): string;

warn

warn: (code: string, message: string, warnType?: string) => void;

Methods

alertConfigPath(project)

alertConfigPath(project: string): string;

Return a fully-qualified alertConfig resource name string.

Parameter
Name	Description
`project`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

attributesConfigPath(project, location, catalog)

attributesConfigPath(project: string, location: string, catalog: string): string;

Return a fully-qualified attributesConfig resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`catalog`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

cancelOperation(request, options, callback)

cancelOperation(request: protos.google.longrunning.CancelOperationRequest, options?: gax.CallOptions | Callback<protos.google.protobuf.Empty, protos.google.longrunning.CancelOperationRequest, {} | undefined | null>, callback?: Callback<protos.google.longrunning.CancelOperationRequest, protos.google.protobuf.Empty, {} | undefined | null>): Promise<protos.google.protobuf.Empty>;

Starts asynchronous cancellation on a long-running operation. The server makes a best effort to cancel the operation, but success is not guaranteed. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED. Clients can use or other methods to check whether the cancellation succeeded or whether the operation completed despite cancellation. On successful cancellation, the operation is not deleted; instead, it becomes an operation with an value with a of 1, corresponding to Code.CANCELLED.

Parameters
Name	Description
`request`	`CancelOperationRequest` The request object that will be sent.
`options`	`CallOptions \| Callback<protos.google.protobuf.Empty, protos.google.longrunning.CancelOperationRequest, {} \| undefined \| null>` 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<protos.google.longrunning.CancelOperationRequest, protos.google.protobuf.Empty, {} \| undefined \| null>` The function which will be called with the result of the API call. {Promise} - The promise which resolves when API call finishes. The promise has a method named "cancel" which cancels the ongoing API call.

Returns
Type	Description
`Promise<protos.google.protobuf.Empty>`

Example


const client = longrunning.operationsClient();
await client.cancelOperation({name: ''});

catalogPath(project, location, catalog)

catalogPath(project: string, location: string, catalog: string): string;

Return a fully-qualified catalog resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`catalog`	`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.

completionConfigPath(project, location, catalog)

completionConfigPath(project: string, location: string, catalog: string): string;

Return a fully-qualified completionConfig resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`catalog`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

controlPath(project, location, catalog, control)

controlPath(project: string, location: string, catalog: string, control: string): string;

Return a fully-qualified control resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`catalog`	`string`
`control`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

deleteOperation(request, options, callback)

deleteOperation(request: protos.google.longrunning.DeleteOperationRequest, options?: gax.CallOptions | Callback<protos.google.protobuf.Empty, protos.google.longrunning.DeleteOperationRequest, {} | null | undefined>, callback?: Callback<protos.google.protobuf.Empty, protos.google.longrunning.DeleteOperationRequest, {} | null | undefined>): Promise<protos.google.protobuf.Empty>;

Deletes a long-running operation. This method indicates that the client is no longer interested in the operation result. It does not cancel the operation. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED.

Parameters
Name	Description
`request`	`DeleteOperationRequest` The request object that will be sent.
`options`	`CallOptions \| Callback<protos.google.protobuf.Empty, protos.google.longrunning.DeleteOperationRequest, {} \| 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<protos.google.protobuf.Empty, protos.google.longrunning.DeleteOperationRequest, {} \| null \| undefined>` The function which will be called with the result of the API call. {Promise} - The promise which resolves when API call finishes. The promise has a method named "cancel" which cancels the ongoing API call.

Returns
Type	Description
`Promise<protos.google.protobuf.Empty>`

Example


const client = longrunning.operationsClient();
await client.deleteOperation({name: ''});

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.

Example


const [response] = await client.getLocation(request);

getOperation(request, options, callback)

getOperation(request: protos.google.longrunning.GetOperationRequest, options?: gax.CallOptions | Callback<protos.google.longrunning.Operation, protos.google.longrunning.GetOperationRequest, {} | null | undefined>, callback?: Callback<protos.google.longrunning.Operation, protos.google.longrunning.GetOperationRequest, {} | null | undefined>): Promise<[protos.google.longrunning.Operation]>;

Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.

Parameters
Name	Description
`request`	`GetOperationRequest` The request object that will be sent.
`options`	`CallOptions \| Callback<protos.google.longrunning.Operation, protos.google.longrunning.GetOperationRequest, {} \| 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<protos.google.longrunning.Operation, protos.google.longrunning.GetOperationRequest, {} \| 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 . {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.

Returns
Type	Description
`Promise<[protos.google.longrunning.Operation]>`

Example


const client = longrunning.operationsClient();
const name = '';
const [response] = await client.getOperation({name});
// doThingsWith(response)

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`

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.

Example


const iterable = client.listLocationsAsync(request);
for await (const response of iterable) {
  // process response
}

listOperationsAsync(request, options)

listOperationsAsync(request: protos.google.longrunning.ListOperationsRequest, options?: gax.CallOptions): AsyncIterable<protos.google.longrunning.ListOperationsResponse>;

Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns UNIMPLEMENTED. Returns an iterable object.

For-await-of syntax is used with the iterable to recursively get response element on-demand.

Parameters
Name	Description
`request`	`ListOperationsRequest` The request object that will be sent.
`options`	`CallOptions` Optional parameters. You can override the default settings for this call, e.g, timeout, retries, paginations, etc. See gax.CallOptions for the details.

Returns
Type	Description
`AsyncIterable<protos.google.longrunning.ListOperationsResponse>`	{Object} An iterable Object that conforms to iteration protocols.

Example


const client = longrunning.operationsClient();
for await (const response of client.listOperationsAsync(request));
// doThingsWith(response)

matchBranchFromProductName(productName)

matchBranchFromProductName(productName: string): string | number;

Parse the branch from Product resource.

Parameter
Name	Description
`productName`	`string` A fully-qualified path representing Product resource.

Returns
Type	Description
`string \| number`	{string} A string representing the branch.

matchCatalogFromAttributesConfigName(attributesConfigName)

matchCatalogFromAttributesConfigName(attributesConfigName: string): string | number;

Parse the catalog from AttributesConfig resource.

Parameter
Name	Description
`attributesConfigName`	`string` A fully-qualified path representing AttributesConfig resource.

Returns
Type	Description
`string \| number`	{string} A string representing the catalog.

matchCatalogFromCatalogName(catalogName)

matchCatalogFromCatalogName(catalogName: string): string | number;

Parse the catalog from Catalog resource.

Parameter
Name	Description
`catalogName`	`string` A fully-qualified path representing Catalog resource.

Returns
Type	Description
`string \| number`	{string} A string representing the catalog.

matchCatalogFromCompletionConfigName(completionConfigName)

matchCatalogFromCompletionConfigName(completionConfigName: string): string | number;

Parse the catalog from CompletionConfig resource.

Parameter
Name	Description
`completionConfigName`	`string` A fully-qualified path representing CompletionConfig resource.

Returns
Type	Description
`string \| number`	{string} A string representing the catalog.

matchCatalogFromControlName(controlName)

matchCatalogFromControlName(controlName: string): string | number;

Parse the catalog from Control resource.

Parameter
Name	Description
`controlName`	`string` A fully-qualified path representing Control resource.

Returns
Type	Description
`string \| number`	{string} A string representing the catalog.

matchCatalogFromModelName(modelName)

matchCatalogFromModelName(modelName: string): string | number;

Parse the catalog 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 catalog.

matchCatalogFromProductName(productName)

matchCatalogFromProductName(productName: string): string | number;

Parse the catalog from Product resource.

Parameter
Name	Description
`productName`	`string` A fully-qualified path representing Product resource.

Returns
Type	Description
`string \| number`	{string} A string representing the catalog.

matchCatalogFromServingConfigName(servingConfigName)

matchCatalogFromServingConfigName(servingConfigName: string): string | number;

Parse the catalog from ServingConfig resource.

Parameter
Name	Description
`servingConfigName`	`string` A fully-qualified path representing ServingConfig resource.

Returns
Type	Description
`string \| number`	{string} A string representing the catalog.

matchControlFromControlName(controlName)

matchControlFromControlName(controlName: string): string | number;

Parse the control from Control resource.

Parameter
Name	Description
`controlName`	`string` A fully-qualified path representing Control resource.

Returns
Type	Description
`string \| number`	{string} A string representing the control.

matchLocationFromAttributesConfigName(attributesConfigName)

matchLocationFromAttributesConfigName(attributesConfigName: string): string | number;

Parse the location from AttributesConfig resource.

Parameter
Name	Description
`attributesConfigName`	`string` A fully-qualified path representing AttributesConfig resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromCatalogName(catalogName)

matchLocationFromCatalogName(catalogName: string): string | number;

Parse the location from Catalog resource.

Parameter
Name	Description
`catalogName`	`string` A fully-qualified path representing Catalog resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromCompletionConfigName(completionConfigName)

matchLocationFromCompletionConfigName(completionConfigName: string): string | number;

Parse the location from CompletionConfig resource.

Parameter
Name	Description
`completionConfigName`	`string` A fully-qualified path representing CompletionConfig resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromControlName(controlName)

matchLocationFromControlName(controlName: string): string | number;

Parse the location from Control resource.

Parameter
Name	Description
`controlName`	`string` A fully-qualified path representing Control 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.

matchLocationFromProductName(productName)

matchLocationFromProductName(productName: string): string | number;

Parse the location from Product resource.

Parameter
Name	Description
`productName`	`string` A fully-qualified path representing Product resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

matchLocationFromServingConfigName(servingConfigName)

matchLocationFromServingConfigName(servingConfigName: string): string | number;

Parse the location from ServingConfig resource.

Parameter
Name	Description
`servingConfigName`	`string` A fully-qualified path representing ServingConfig resource.

Returns
Type	Description
`string \| number`	{string} A string representing the location.

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.

matchProductFromProductName(productName)

matchProductFromProductName(productName: string): string | number;

Parse the product from Product resource.

Parameter
Name	Description
`productName`	`string` A fully-qualified path representing Product resource.

Returns
Type	Description
`string \| number`	{string} A string representing the product.

matchProjectFromAlertConfigName(alertConfigName)

matchProjectFromAlertConfigName(alertConfigName: string): string | number;

Parse the project from AlertConfig resource.

Parameter
Name	Description
`alertConfigName`	`string` A fully-qualified path representing AlertConfig resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromAttributesConfigName(attributesConfigName)

matchProjectFromAttributesConfigName(attributesConfigName: string): string | number;

Parse the project from AttributesConfig resource.

Parameter
Name	Description
`attributesConfigName`	`string` A fully-qualified path representing AttributesConfig resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromCatalogName(catalogName)

matchProjectFromCatalogName(catalogName: string): string | number;

Parse the project from Catalog resource.

Parameter
Name	Description
`catalogName`	`string` A fully-qualified path representing Catalog resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromCompletionConfigName(completionConfigName)

matchProjectFromCompletionConfigName(completionConfigName: string): string | number;

Parse the project from CompletionConfig resource.

Parameter
Name	Description
`completionConfigName`	`string` A fully-qualified path representing CompletionConfig resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromControlName(controlName)

matchProjectFromControlName(controlName: string): string | number;

Parse the project from Control resource.

Parameter
Name	Description
`controlName`	`string` A fully-qualified path representing Control 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.

matchProjectFromProductName(productName)

matchProjectFromProductName(productName: string): string | number;

Parse the project from Product resource.

Parameter
Name	Description
`productName`	`string` A fully-qualified path representing Product resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchProjectFromServingConfigName(servingConfigName)

matchProjectFromServingConfigName(servingConfigName: string): string | number;

Parse the project from ServingConfig resource.

Parameter
Name	Description
`servingConfigName`	`string` A fully-qualified path representing ServingConfig resource.

Returns
Type	Description
`string \| number`	{string} A string representing the project.

matchServingConfigFromServingConfigName(servingConfigName)

matchServingConfigFromServingConfigName(servingConfigName: string): string | number;

Parse the serving_config from ServingConfig resource.

Parameter
Name	Description
`servingConfigName`	`string` A fully-qualified path representing ServingConfig resource.

Returns
Type	Description
`string \| number`	{string} A string representing the serving_config.

modelPath(project, location, catalog, model)

modelPath(project: string, location: string, catalog: string, model: string): string;

Return a fully-qualified model resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`catalog`	`string`
`model`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

predict(request, options)

predict(request?: protos.google.cloud.retail.v2beta.IPredictRequest, options?: CallOptions): Promise<[
        protos.google.cloud.retail.v2beta.IPredictResponse,
        protos.google.cloud.retail.v2beta.IPredictRequest | undefined,
        {} | undefined
    ]>;

Makes a recommendation prediction.

Parameters
Name	Description
`request`	`IPredictRequest` The request object that will be sent.
`options`	`CallOptions` Call options. See CallOptions for more details.

Returns
Type	Description
`Promise<[ protos.google.cloud.retail.v2beta.IPredictResponse, protos.google.cloud.retail.v2beta.IPredictRequest \| 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.

Example


  /**
   * 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. Full resource name of the format:
   *  `{placement=projects/* /locations/global/catalogs/default_catalog/servingConfigs/*}`
   *  or
   *  `{placement=projects/* /locations/global/catalogs/default_catalog/placements/*}`.
   *  We recommend using the `servingConfigs` resource. `placements` is a legacy
   *  resource.
   *  The ID of the Recommendations AI serving config or placement.
   *  Before you can request predictions from your model, you must create at
   *  least one serving config or placement for it. For more information, see
   *  Manage serving configs 
   *  (https://cloud.google.com/retail/docs/manage-configs).
   *  The full list of available serving configs can be seen at
   *  https://console.cloud.google.com/ai/retail/catalogs/default_catalog/configs
   */
  // const placement = 'abc123'
  /**
   *  Required. Context about the user, what they are looking at and what action
   *  they took to trigger the predict request. Note that this user event detail
   *  won't be ingested to userEvent logs. Thus, a separate userEvent write
   *  request is required for event logging.
   *  Don't set
   *  UserEvent.visitor_id google.cloud.retail.v2beta.UserEvent.visitor_id  or
   *  UserInfo.user_id google.cloud.retail.v2beta.UserInfo.user_id  to the same
   *  fixed ID for different users. If you are trying to receive non-personalized
   *  recommendations (not recommended; this can negatively impact model
   *  performance), instead set
   *  UserEvent.visitor_id google.cloud.retail.v2beta.UserEvent.visitor_id  to
   *  a random unique ID and leave
   *  UserInfo.user_id google.cloud.retail.v2beta.UserInfo.user_id  unset.
   */
  // const userEvent = {}
  /**
   *  Maximum number of results to return. Set this property to the number of
   *  prediction results needed. If zero, the service will choose a reasonable
   *  default. The maximum allowed value is 100. Values above 100 will be coerced
   *  to 100.
   */
  // const pageSize = 1234
  /**
   *  This field is not used; leave it unset.
   */
  // const pageToken = 'abc123'
  /**
   *  Filter for restricting prediction results with a length limit of 5,000
   *  characters. Accepts values for tags and the `filterOutOfStockItems` flag.
   *   * Tag expressions. Restricts predictions to products that match all of the
   *     specified tags. Boolean operators `OR` and `NOT` are supported if the
   *     expression is enclosed in parentheses, and must be separated from the
   *     tag values by a space. `-"tagA"` is also supported and is equivalent to
   *     `NOT "tagA"`. Tag values must be double quoted UTF-8 encoded strings
   *     with a size limit of 1,000 characters.
   *     Note: "Recently viewed" models don't support tag filtering at the
   *     moment.
   *   * filterOutOfStockItems. Restricts predictions to products that do not
   *   have a
   *     stockState value of OUT_OF_STOCK.
   *  Examples:
   *   * tag=("Red" OR "Blue") tag="New-Arrival" tag=(NOT "promotional")
   *   * filterOutOfStockItems  tag=(-"promotional")
   *   * filterOutOfStockItems
   *  If your filter blocks all prediction results, the API will return *no*
   *  results. If instead you want empty result sets to return generic
   *  (unfiltered) popular products, set `strictFiltering` to False in
   *  `PredictRequest.params`. Note that the API will never return items with
   *  storageStatus of "EXPIRED" or "DELETED" regardless of filter choices.
   *  If `filterSyntaxV2` is set to true under the `params` field, then
   *  attribute-based expressions are expected instead of the above described
   *  tag-based syntax. Examples:
   *   * (colors: ANY("Red", "Blue")) AND NOT (categories: ANY("Phones"))
   *   * (availability: ANY("IN_STOCK")) AND
   *     (colors: ANY("Red") OR categories: ANY("Phones"))
   *  For more information, see
   *  Filter recommendations (https://cloud.google.com/retail/docs/filter-recs).
   */
  // const filter = 'abc123'
  /**
   *  Use validate only mode for this prediction query. If set to true, a
   *  dummy model will be used that returns arbitrary products.
   *  Note that the validate only mode should only be used for testing the API,
   *  or if the model is not ready.
   */
  // const validateOnly = true
  /**
   *  Additional domain specific parameters for the predictions.
   *  Allowed values:
   *  * `returnProduct`: Boolean. If set to true, the associated product
   *     object will be returned in the `results.metadata` field in the
   *     prediction response.
   *  * `returnScore`: Boolean. If set to true, the prediction 'score'
   *     corresponding to each returned product will be set in the
   *     `results.metadata` field in the prediction response. The given
   *     'score' indicates the probability of a product being clicked/purchased
   *     given the user's context and history.
   *  * `strictFiltering`: Boolean. True by default. If set to false, the service
   *     will return generic (unfiltered) popular products instead of empty if
   *     your filter blocks all prediction results.
   *  * `priceRerankLevel`: String. Default empty. If set to be non-empty, then
   *     it needs to be one of {'no-price-reranking', 'low-price-reranking',
   *     'medium-price-reranking', 'high-price-reranking'}. This gives
   *     request-level control and adjusts prediction results based on product
   *     price.
   *  * `diversityLevel`: String. Default empty. If set to be non-empty, then
   *     it needs to be one of {'no-diversity', 'low-diversity',
   *     'medium-diversity', 'high-diversity', 'auto-diversity'}. This gives
   *     request-level control and adjusts prediction results based on product
   *     category.
   *  * `filterSyntaxV2`: Boolean. False by default. If set to true, the `filter`
   *    field is interpreteted according to the new, attribute-based syntax.
   */
  // const params = [1,2,3,4]
  /**
   *  The labels applied to a resource must meet the following requirements:
   *  * Each resource can have multiple labels, up to a maximum of 64.
   *  * Each label must be a key-value pair.
   *  * Keys have a minimum length of 1 character and a maximum length of 63
   *    characters and cannot be empty. Values can be empty and have a maximum
   *    length of 63 characters.
   *  * Keys and values can contain only lowercase letters, numeric characters,
   *    underscores, and dashes. All characters must use UTF-8 encoding, and
   *    international characters are allowed.
   *  * The key portion of a label must be unique. However, you can use the same
   *    key with multiple resources.
   *  * Keys must start with a lowercase letter or international character.
   *  See Google Cloud
   *  Document (https://cloud.google.com/resource-manager/docs/creating-managing-labels#requirements)
   *  for more details.
   */
  // const labels = [1,2,3,4]

  // Imports the Retail library
  const {PredictionServiceClient} = require('@google-cloud/retail').v2beta;

  // Instantiates a client
  const retailClient = new PredictionServiceClient();

  async function callPredict() {
    // Construct request
    const request = {
      placement,
      userEvent,
    };

    // Run request
    const response = await retailClient.predict(request);
    console.log(response);
  }

  callPredict();

predict(request, options, callback)

predict(request: protos.google.cloud.retail.v2beta.IPredictRequest, options: CallOptions, callback: Callback<protos.google.cloud.retail.v2beta.IPredictResponse, protos.google.cloud.retail.v2beta.IPredictRequest | null | undefined, {} | null | undefined>): void;

Parameters
Name	Description
`request`	`IPredictRequest`
`options`	`CallOptions`
`callback`	`Callback<protos.google.cloud.retail.v2beta.IPredictResponse, protos.google.cloud.retail.v2beta.IPredictRequest \| null \| undefined, {} \| null \| undefined>`

Returns
Type	Description
`void`

predict(request, callback)

predict(request: protos.google.cloud.retail.v2beta.IPredictRequest, callback: Callback<protos.google.cloud.retail.v2beta.IPredictResponse, protos.google.cloud.retail.v2beta.IPredictRequest | null | undefined, {} | null | undefined>): void;

Parameters
Name	Description
`request`	`IPredictRequest`
`callback`	`Callback<protos.google.cloud.retail.v2beta.IPredictResponse, protos.google.cloud.retail.v2beta.IPredictRequest \| null \| undefined, {} \| null \| undefined>`

Returns
Type	Description
`void`

productPath(project, location, catalog, branch, product)

productPath(project: string, location: string, catalog: string, branch: string, product: string): string;

Return a fully-qualified product resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`catalog`	`string`
`branch`	`string`
`product`	`string`

Returns
Type	Description
`string`	{string} Resource name string.

servingConfigPath(project, location, catalog, servingConfig)

servingConfigPath(project: string, location: string, catalog: string, servingConfig: string): string;

Return a fully-qualified servingConfig resource name string.

Parameters
Name	Description
`project`	`string`
`location`	`string`
`catalog`	`string`
`servingConfig`	`string`

Returns
Type	Description
`string`	{string} Resource name string.